[ [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 6.333333333, \"avg_word_host\": 6.333333333, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 278, \"domain_age\": 3009, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 4, \"nb_or\": 0, \"nb_eq\": 5, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 2, \"nb_comma\": 0, \"nb_semicolumn\": 4, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 2, \"nb_dslash\": 1, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 21, \"char_repeat\": 13, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 29, \"longest_word_host\": 6, \"longest_word_path\": 29, \"avg_words_raw\": 7.19047619, \"avg_word_host\": 4.5, \"avg_word_path\": 7.473684211, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2974, \"domain_age\": 8348, \"web_traffic\": 1, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 186, \"nb_com\": 0, \"http_in_path\": 1, \"ratio_digits_url\": 0.1075268819999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 3, \"longest_word_host\": 3, \"longest_word_path\": 0, \"avg_words_raw\": 3.0, \"avg_word_host\": 3.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 372, \"domain_age\": 8415, \"web_traffic\": 139193, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 17, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 24, \"shortest_word_path\": 6, \"longest_words_raw\": 24, \"longest_word_host\": 24, \"longest_word_path\": 8, \"avg_words_raw\": 11.5, \"avg_word_host\": 24.0, \"avg_word_path\": 7.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 146, \"domain_age\": 219, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 61, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 10, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 9, \"avg_words_raw\": 7.0, \"avg_word_host\": 10.0, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 84, \"domain_age\": 647, \"web_traffic\": 1530583, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 66, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0606060609999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 38, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 13, \"shortest_word_path\": 3, \"longest_words_raw\": 20, \"longest_word_host\": 20, \"longest_word_path\": 5, \"avg_words_raw\": 10.25, \"avg_word_host\": 16.5, \"avg_word_path\": 4.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 645, \"domain_age\": 1546, \"web_traffic\": 4669, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 55, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.054545455, \"ratio_digits_host\": 0.078947368, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 4, \"avg_words_raw\": 4.0, \"avg_word_host\": 5.5, \"avg_word_path\": 3.25, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 902, \"domain_age\": 7133, \"web_traffic\": 12, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 7, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 8, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 9, \"avg_words_raw\": 5.5, \"avg_word_host\": 8.5, \"avg_word_path\": 4.9, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 230, \"domain_age\": 5979, \"web_traffic\": 39522, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 88, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.056818182, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 9, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 5, \"shortest_word_path\": 4, \"longest_words_raw\": 7, \"longest_word_host\": 5, \"longest_word_path\": 7, \"avg_words_raw\": 4.8, \"avg_word_host\": 5.0, \"avg_word_path\": 4.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1072, \"domain_age\": 2215, \"web_traffic\": 6256656, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 8, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 5, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 5, \"longest_word_path\": 9, \"avg_words_raw\": 5.6, \"avg_word_host\": 5.0, \"avg_word_path\": 5.666666667, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 7, \"domain_age\": 5927, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 75, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 10.5, \"avg_word_host\": 10.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 372, \"domain_age\": 7297, \"web_traffic\": 253113, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 34, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 211, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 2, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 7, \"longest_word_path\": 9, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 117, \"domain_age\": 1709, \"web_traffic\": 2901383, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.243902439, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 3, \"longest_word_path\": 11, \"avg_words_raw\": 5.0, \"avg_word_host\": 3.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 37698, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.027777778, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 46, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 8, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.916666667, \"avg_word_host\": 7.6, \"avg_word_path\": 8.142857142999999, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 122, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.172131148, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 7, \"longest_word_host\": 6, \"longest_word_path\": 7, \"avg_words_raw\": 5.166666667, \"avg_word_host\": 4.5, \"avg_word_path\": 5.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 306, \"domain_age\": 7729, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 51, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 7, \"avg_words_raw\": 7.5, \"avg_word_host\": 10.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1148, \"domain_age\": 6156, \"web_traffic\": 709661, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 2, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 5, \"avg_words_raw\": 3.625, \"avg_word_host\": 4.5, \"avg_word_path\": 3.333333333, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 550, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 49, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 14, \"longest_words_raw\": 14, \"longest_word_host\": 8, \"longest_word_path\": 14, \"avg_words_raw\": 8.333333332999999, \"avg_word_host\": 5.5, \"avg_word_path\": 14.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2807, \"domain_age\": 8517, \"web_traffic\": 8, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 6, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 11, \"longest_word_host\": 8, \"longest_word_path\": 11, \"avg_words_raw\": 6.125, \"avg_word_host\": 5.5, \"avg_word_path\": 6.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 127, \"domain_age\": 8760, \"web_traffic\": 419769, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 70, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 4, \"shortest_word_path\": 1, \"longest_words_raw\": 56, \"longest_word_host\": 6, \"longest_word_path\": 56, \"avg_words_raw\": 11.57142857, \"avg_word_host\": 5.0, \"avg_word_path\": 14.2, \"phish_hints\": 1, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2975, \"domain_age\": 8347, \"web_traffic\": 1, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 10, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 99, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.111111111, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 6, \"shortest_word_path\": 1, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 1, \"avg_words_raw\": 5.666666667, \"avg_word_host\": 8.0, \"avg_word_path\": 1.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1048, \"domain_age\": 5160, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 34, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 35, \"ip\": 1, \"nb_dots\": 12, \"nb_hyphens\": 20, \"nb_at\": 0, \"nb_qm\": 2, \"nb_and\": 11, \"nb_or\": 0, \"nb_eq\": 13, \"nb_underscore\": 16, \"nb_tilde\": 0, \"nb_percent\": 2, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 2, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 2, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 80, \"char_repeat\": 18, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 1, \"longest_words_raw\": 96, \"longest_word_host\": 18, \"longest_word_path\": 96, \"avg_words_raw\": 8.8, \"avg_word_host\": 7.0, \"avg_word_path\": 8.894736842, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 228, \"domain_age\": 5616, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 795, \"nb_com\": 2, \"http_in_path\": 1, \"ratio_digits_url\": 0.164779874, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 15, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 11, \"avg_words_raw\": 6.625, \"avg_word_host\": 15.0, \"avg_word_path\": 5.428571429, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 308, \"domain_age\": 2248, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 71, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 12, \"shortest_word_path\": 1, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 5, \"avg_words_raw\": 5.2, \"avg_word_host\": 12.0, \"avg_word_path\": 3.5, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 1, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 378, \"domain_age\": -12, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 18, \"shortest_word_host\": 18, \"shortest_word_path\": 0, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 0, \"avg_words_raw\": 18.0, \"avg_word_host\": 18.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 127823, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 14, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 1, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 2, \"longest_words_raw\": 5, \"longest_word_host\": 3, \"longest_word_path\": 5, \"avg_words_raw\": 3.0, \"avg_word_host\": 2.75, \"avg_word_path\": 3.142857143, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 1, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.314285714, \"ratio_digits_host\": 0.7857142859999999, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 5, \"shortest_word_host\": 5, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 7.666666667, \"avg_word_host\": 7.666666667, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 450, \"domain_age\": 8315, \"web_traffic\": 645, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 38, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 4}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 6, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 7, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 8, \"avg_words_raw\": 5.6363636360000005, \"avg_word_host\": 7.5, \"avg_word_path\": 5.222222222, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1766, \"domain_age\": 4443, \"web_traffic\": 22498, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 84, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.071428571, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 5.5, \"avg_word_host\": 5.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 120, \"domain_age\": 6821, \"web_traffic\": 0, \"dns_record\": 1, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 8, \"longest_word_host\": 4, \"longest_word_path\": 8, \"avg_words_raw\": 5.4, \"avg_word_host\": 3.5, \"avg_word_path\": 6.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 195, \"domain_age\": 6014, \"web_traffic\": 116, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 43, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 6, \"longest_word_path\": 9, \"avg_words_raw\": 5.5, \"avg_word_host\": 4.333333333, \"avg_word_path\": 6.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 222, \"domain_age\": 523, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 48, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 12, \"shortest_word_path\": 8, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 8, \"avg_words_raw\": 10.0, \"avg_word_host\": 12.0, \"avg_word_path\": 8.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": 1199, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 6, \"shortest_words_raw\": 5, \"shortest_word_host\": 6, \"shortest_word_path\": 5, \"longest_words_raw\": 32, \"longest_word_host\": 6, \"longest_word_path\": 32, \"avg_words_raw\": 12.0, \"avg_word_host\": 6.0, \"avg_word_path\": 14.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 235, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 62, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.290322581, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 7, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 1, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 2, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 1, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 15, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 12, \"avg_words_raw\": 4.533333333, \"avg_word_host\": 7.5, \"avg_word_path\": 4.076923077, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 79585, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 98, \"nb_com\": 0, \"http_in_path\": 1, \"ratio_digits_url\": 0.010204082, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 5, \"shortest_words_raw\": 4, \"shortest_word_host\": 8, \"shortest_word_path\": 4, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 5, \"avg_words_raw\": 7.5, \"avg_word_host\": 10.5, \"avg_word_path\": 4.5, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 645, \"domain_age\": 1546, \"web_traffic\": 4669, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.113636364, \"ratio_digits_host\": 0.192307692, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 5, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 8, \"avg_words_raw\": 7.0, \"avg_word_host\": 8.0, \"avg_word_path\": 6.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1339, \"domain_age\": 2314, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 50, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.08, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 30, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 0, \"avg_words_raw\": 12.5, \"avg_word_host\": 12.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 373, \"domain_age\": 7296, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 1868666, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 48, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 5.428571429, \"avg_word_host\": 5.428571429, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 218, \"domain_age\": 5626, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 57, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.1578947369999999, \"ratio_digits_host\": 0.1875, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 7, \"avg_words_raw\": 6.2, \"avg_word_host\": 7.5, \"avg_word_path\": 5.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2038, \"domain_age\": 7458, \"web_traffic\": 73208, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 13, \"longest_word_path\": 15, \"avg_words_raw\": 8.428571429, \"avg_word_host\": 8.4, \"avg_word_path\": 8.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 25, \"domain_age\": 3992, \"web_traffic\": 5697976, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 76, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.144736842, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 4, \"longest_word_host\": 4, \"longest_word_path\": 1, \"avg_words_raw\": 3.0, \"avg_word_host\": 3.666666667, \"avg_word_path\": 1.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 250, \"domain_age\": 2307, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 7, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 7, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 448, \"domain_age\": 7587, \"web_traffic\": 994, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 8, \"longest_word_host\": 6, \"longest_word_path\": 8, \"avg_words_raw\": 4.285714286, \"avg_word_host\": 4.5, \"avg_word_path\": 4.2, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": 298, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 47, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3992, \"web_traffic\": 5697976, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 127, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.157480315, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 1, \"shortest_words_raw\": 18, \"shortest_word_host\": 18, \"shortest_word_path\": 0, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 0, \"avg_words_raw\": 18.0, \"avg_word_host\": 18.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 388, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 1, \"nb_dots\": 7, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 3, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 3, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 17, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 4, \"shortest_word_path\": 2, \"longest_words_raw\": 29, \"longest_word_host\": 7, \"longest_word_path\": 29, \"avg_words_raw\": 7.823529412, \"avg_word_host\": 5.5, \"avg_word_path\": 8.133333333, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 784159, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 162, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.209876543, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 5, \"shortest_word_path\": 3, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 8, \"avg_words_raw\": 5.666666667, \"avg_word_host\": 6.666666667, \"avg_word_path\": 4.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": -1, \"domain_age\": -1, \"web_traffic\": 590567, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 50, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.06, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 31, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 4, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 4, \"avg_words_raw\": 6.8, \"avg_word_host\": 8.666666667000001, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 393662, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 32, \"longest_word_host\": 7, \"longest_word_path\": 32, \"avg_words_raw\": 9.444444444, \"avg_word_host\": 5.25, \"avg_word_path\": 12.8, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 79, \"domain_age\": 1016, \"web_traffic\": 1211946, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 104, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.221153846, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 217, \"domain_age\": 7454, \"web_traffic\": 244228, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 32, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 9, \"shortest_word_host\": 9, \"shortest_word_path\": 0, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 0, \"avg_words_raw\": 13.5, \"avg_word_host\": 13.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 587, \"domain_age\": 7447, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 3, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 7, \"avg_words_raw\": 6.142857143, \"avg_word_host\": 6.5, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1878, \"domain_age\": 5062, \"web_traffic\": 323394, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 60, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 36, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 5.6, \"avg_word_host\": 5.6, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 373, \"domain_age\": 7296, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 5.5, \"avg_word_host\": 5.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 1472, \"web_traffic\": 1294925, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 5126981, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 8, \"avg_words_raw\": 6.5, \"avg_word_host\": 8.5, \"avg_word_path\": 5.833333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3039, \"domain_age\": 6092, \"web_traffic\": 128103, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 70, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 10, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 16, \"char_repeat\": 8, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 10, \"avg_words_raw\": 5.4375, \"avg_word_host\": 7.0, \"avg_word_path\": 5.214285714, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 654, \"domain_age\": 4093, \"web_traffic\": 56400, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 114, \"nb_com\": 0, \"http_in_path\": 1, \"ratio_digits_url\": 0.052631579, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 56, \"domain_age\": 7979, \"web_traffic\": 1092378, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 8, \"longest_word_host\": 4, \"longest_word_path\": 8, \"avg_words_raw\": 5.166666667, \"avg_word_host\": 3.5, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 375, \"domain_age\": 9121, \"web_traffic\": 48, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 47, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 6, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 8, \"longest_word_host\": 7, \"longest_word_path\": 8, \"avg_words_raw\": 4.0, \"avg_word_host\": 5.0, \"avg_word_path\": 3.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 507, \"domain_age\": 8829, \"web_traffic\": 2635, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 60, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 0, \"avg_words_raw\": 9.5, \"avg_word_host\": 9.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 298, \"domain_age\": 7737, \"web_traffic\": 1601, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 33, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 10.5, \"avg_word_host\": 10.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.03030303, \"ratio_digits_host\": 0.0384615379999999, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 11, \"shortest_word_host\": 11, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 11.0, \"avg_word_host\": 11.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 9127641, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 21, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 15, \"longest_word_host\": 11, \"longest_word_path\": 15, \"avg_words_raw\": 8.0, \"avg_word_host\": 7.0, \"avg_word_path\": 9.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 187, \"domain_age\": 3466, \"web_traffic\": 3050940, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 7, \"longest_word_path\": 9, \"avg_words_raw\": 5.285714286, \"avg_word_host\": 5.0, \"avg_word_path\": 5.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1418, \"domain_age\": 5887, \"web_traffic\": 184, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 54, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 8, \"longest_word_host\": 4, \"longest_word_path\": 8, \"avg_words_raw\": 5.0, \"avg_word_host\": 3.5, \"avg_word_path\": 5.428571429, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 127, \"domain_age\": 2429, \"web_traffic\": 10149, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 64, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.125, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 9, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 294723, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 18, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 5, \"shortest_word_host\": 5, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 5.666666667, \"avg_word_host\": 5.666666667, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 271, \"domain_age\": 7765, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 44, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 5.833333333, \"avg_word_host\": 5.833333333, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 1, \"whois_registered_domain\": 0, \"domain_registration_length\": 273, \"domain_age\": 5205, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 51, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 19, \"longest_word_host\": 19, \"longest_word_path\": 4, \"avg_words_raw\": 7.25, \"avg_word_host\": 11.0, \"avg_word_path\": 3.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 1, \"whois_registered_domain\": 0, \"domain_registration_length\": 283, \"domain_age\": 82, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 17, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 7, \"avg_words_raw\": 6.666666667, \"avg_word_host\": 17.0, \"avg_word_path\": 4.6, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 360, \"domain_age\": 4755, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 56, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 31, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 23, \"longest_word_host\": 23, \"longest_word_path\": 6, \"avg_words_raw\": 10.66666667, \"avg_word_host\": 13.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1455, \"domain_age\": 372, \"web_traffic\": 10480281, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 36, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 5, \"shortest_word_host\": 6, \"shortest_word_path\": 5, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 5, \"avg_words_raw\": 6.5, \"avg_word_host\": 7.25, \"avg_word_path\": 5.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 142, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 55, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 4, \"avg_words_raw\": 5.666666667, \"avg_word_host\": 6.5, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 98, \"domain_age\": 3555, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 0, \"avg_words_raw\": 9.5, \"avg_word_host\": 9.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1818, \"domain_age\": 4537, \"web_traffic\": 1099626, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 41, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 18, \"longest_words_raw\": 18, \"longest_word_host\": 10, \"longest_word_path\": 18, \"avg_words_raw\": 7.285714286, \"avg_word_host\": 5.5, \"avg_word_path\": 18.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 277, \"domain_age\": 2644, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 68, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.264705882, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 1, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 1, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 6, \"longest_word_host\": 3, \"longest_word_path\": 6, \"avg_words_raw\": 3.636363636000001, \"avg_word_host\": 3.0, \"avg_word_path\": 4.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 1, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.317073171, \"ratio_digits_host\": 0.8, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 281, \"domain_age\": 3737, \"web_traffic\": 50580, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 26, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 10, \"longest_word_path\": 32, \"avg_words_raw\": 7.75, \"avg_word_host\": 7.0, \"avg_word_path\": 8.0, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 257, \"domain_age\": 2299, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 114, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.254385965, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 0, \"avg_words_raw\": 9.5, \"avg_word_host\": 9.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 245, \"domain_age\": 2312, \"web_traffic\": 926923, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 7, \"shortest_word_path\": 3, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 5, \"avg_words_raw\": 4.6, \"avg_word_host\": 7.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 824, \"domain_age\": 3194, \"web_traffic\": 128555, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 38, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.026315789, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 9, \"longest_word_path\": 10, \"avg_words_raw\": 6.857142857, \"avg_word_host\": 6.0, \"avg_word_path\": 7.2, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 339, \"domain_age\": 7330, \"web_traffic\": 2775, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 65, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 7, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 11, \"avg_words_raw\": 9.75, \"avg_word_host\": 10.5, \"avg_word_path\": 9.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2101, \"domain_age\": 5934, \"web_traffic\": 1314432, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 54, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 15, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 15, \"longest_word_path\": 32, \"avg_words_raw\": 10.14285714, \"avg_word_host\": 15.0, \"avg_word_path\": 9.333333333, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 91, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.274725275, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 7, \"shortest_word_path\": 4, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 7, \"avg_words_raw\": 6.0, \"avg_word_host\": 7.0, \"avg_word_path\": 5.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 50, \"domain_age\": 1777, \"web_traffic\": 2408885, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 9, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 5, \"shortest_word_path\": 3, \"longest_words_raw\": 75, \"longest_word_host\": 5, \"longest_word_path\": 75, \"avg_words_raw\": 17.875, \"avg_word_host\": 5.0, \"avg_word_path\": 19.71428571, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 322, \"domain_age\": 5521, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 163, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.251533742, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 317, \"domain_age\": 4431, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 23, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 32, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 4, \"shortest_words_raw\": 7, \"shortest_word_host\": 13, \"shortest_word_path\": 7, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 7, \"avg_words_raw\": 9.6, \"avg_word_host\": 13.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 655, \"domain_age\": 1536, \"web_traffic\": 4558, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 64, \"nb_com\": 2, \"http_in_path\": 0, \"ratio_digits_url\": 0.046875, \"ratio_digits_host\": 0.09375, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 345, \"domain_age\": 1846, \"web_traffic\": 1306556, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.037037037, \"ratio_digits_host\": 0.052631579, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 5.5, \"avg_word_host\": 5.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 371, \"domain_age\": 7298, \"web_traffic\": 1236528, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 0, \"avg_words_raw\": 11.5, \"avg_word_host\": 11.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 370, \"domain_age\": 7299, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.057142857, \"ratio_digits_host\": 0.071428571, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 5, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 13, \"longest_word_host\": 7, \"longest_word_path\": 13, \"avg_words_raw\": 6.444444444, \"avg_word_host\": 5.0, \"avg_word_path\": 6.857142857, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 507, \"domain_age\": 8829, \"web_traffic\": 2635, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 77, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 9, \"avg_words_raw\": 6.0, \"avg_word_host\": 5.5, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 353, \"domain_age\": 6221, \"web_traffic\": 6192, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 10, \"longest_words_raw\": 10, \"longest_word_host\": 5, \"longest_word_path\": 10, \"avg_words_raw\": 6.0, \"avg_word_host\": 4.0, \"avg_word_path\": 10.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 1, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2430, \"domain_age\": 1953, \"web_traffic\": 4365, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0606060609999999, \"ratio_digits_host\": 0.071428571, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 7, \"longest_word_path\": 9, \"avg_words_raw\": 5.090909091, \"avg_word_host\": 5.0, \"avg_word_path\": 5.1111111110000005, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 232, \"domain_age\": 8900, \"web_traffic\": 108560, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 78, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0512820509999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 1, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 1, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 10, \"longest_words_raw\": 12, \"longest_word_host\": 11, \"longest_word_path\": 12, \"avg_words_raw\": 9.2, \"avg_word_host\": 7.0, \"avg_word_path\": 10.66666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 636, \"domain_age\": 6669, \"web_traffic\": 6843, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 61, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.032786885, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 684, \"domain_age\": 2968, \"web_traffic\": 1766695, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 4, \"shortest_word_path\": 1, \"longest_words_raw\": 26, \"longest_word_host\": 6, \"longest_word_path\": 26, \"avg_words_raw\": 8.5, \"avg_word_host\": 5.0, \"avg_word_path\": 10.25, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2974, \"domain_age\": 8348, \"web_traffic\": 1, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 10, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 68, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.088235294, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 19, \"shortest_word_path\": 1, \"longest_words_raw\": 19, \"longest_word_host\": 19, \"longest_word_path\": 3, \"avg_words_raw\": 7.666666667, \"avg_word_host\": 19.0, \"avg_word_path\": 2.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 63, \"domain_age\": 4322, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 6, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 6, \"longest_word_host\": 3, \"longest_word_path\": 6, \"avg_words_raw\": 4.5, \"avg_word_host\": 3.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 134, \"domain_age\": 3154, \"web_traffic\": 37405, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 7, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 21, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.047619048, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 0, \"avg_words_raw\": 9.5, \"avg_word_host\": 9.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 455, \"domain_age\": 4472, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3992, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 127, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.149606299, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 5, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 7, \"avg_words_raw\": 6.25, \"avg_word_host\": 7.0, \"avg_word_path\": 5.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 396, \"domain_age\": 8369, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 8, \"avg_words_raw\": 6.6, \"avg_word_host\": 7.5, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 101, \"domain_age\": 4648, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 816, \"domain_age\": 3931, \"web_traffic\": 169549, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 23, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 22, \"shortest_word_path\": 3, \"longest_words_raw\": 22, \"longest_word_host\": 22, \"longest_word_path\": 8, \"avg_words_raw\": 7.666666667, \"avg_word_host\": 22.0, \"avg_word_path\": 5.875, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 203, \"domain_age\": 5640, \"web_traffic\": 519609, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 88, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 36, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 23, \"longest_word_host\": 23, \"longest_word_path\": 0, \"avg_words_raw\": 15.5, \"avg_word_host\": 15.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 371, \"domain_age\": 7299, \"web_traffic\": 3123496, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 2, \"shortest_words_raw\": 5, \"shortest_word_host\": 6, \"shortest_word_path\": 5, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 10, \"avg_words_raw\": 7.8, \"avg_word_host\": 8.5, \"avg_word_path\": 7.625, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": 5257, \"web_traffic\": 2368887, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 97, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 5, \"shortest_word_host\": 6, \"shortest_word_path\": 5, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 5, \"avg_words_raw\": 5.5, \"avg_word_host\": 6.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 9213096, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.083333333, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 54, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 2, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 14, \"char_repeat\": 7, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 8.0, \"avg_word_host\": 7.5, \"avg_word_path\": 8.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 15, \"domain_age\": 4003, \"web_traffic\": 5816617, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 139, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.115107914, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 4, \"longest_words_raw\": 13, \"longest_word_host\": 9, \"longest_word_path\": 13, \"avg_words_raw\": 6.5, \"avg_word_host\": 5.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 904, \"domain_age\": 7131, \"web_traffic\": 12, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 56, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 19, \"longest_words_raw\": 19, \"longest_word_host\": 8, \"longest_word_path\": 19, \"avg_words_raw\": 10.0, \"avg_word_host\": 5.5, \"avg_word_path\": 19.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2808, \"domain_age\": 8516, \"web_traffic\": 8, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 12, \"shortest_word_path\": 1, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 3, \"avg_words_raw\": 5.333333333, \"avg_word_host\": 12.0, \"avg_word_path\": 2.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 311, \"domain_age\": 1515, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 4, \"avg_words_raw\": 3.4, \"avg_word_host\": 4.5, \"avg_word_path\": 2.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 257, \"domain_age\": -1, \"web_traffic\": 51515, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.125, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 7, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 11, \"longest_word_host\": 8, \"longest_word_path\": 11, \"avg_words_raw\": 4.8, \"avg_word_host\": 5.5, \"avg_word_path\": 4.625, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 246, \"domain_age\": -1, \"web_traffic\": 1546214, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 69, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.028985507, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 35, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 13, \"shortest_word_host\": 13, \"shortest_word_path\": 17, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 17, \"avg_words_raw\": 15.66666667, \"avg_word_host\": 15.0, \"avg_word_path\": 17.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2510, \"domain_age\": 6255, \"web_traffic\": 688, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 60, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.016666667, \"ratio_digits_host\": 0.028571429, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 5, \"avg_words_raw\": 5.25, \"avg_word_host\": 6.5, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 137, \"domain_age\": 2420, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 0, \"avg_words_raw\": 10.0, \"avg_word_host\": 10.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1409, \"domain_age\": 3704, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 34, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 8, \"avg_words_raw\": 6.285714286, \"avg_word_host\": 7.5, \"avg_word_path\": 5.8, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 275, \"domain_age\": 6300, \"web_traffic\": 128102, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 61, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0491803279999999, \"ratio_digits_host\": 0.15, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 9, \"avg_words_raw\": 6.4, \"avg_word_host\": 7.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 92, \"domain_age\": 5751, \"web_traffic\": 3759, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 47, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 7, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 4, \"longest_words_raw\": 4, \"longest_word_host\": 4, \"longest_word_path\": 4, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 4055774, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 20, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 3, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 11, \"longest_word_host\": 7, \"longest_word_path\": 11, \"avg_words_raw\": 5.1428571430000005, \"avg_word_host\": 5.0, \"avg_word_path\": 5.2, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 503, \"domain_age\": 8833, \"web_traffic\": 2717, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 53, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.037735849, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 517, \"domain_age\": 7802, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 223, \"domain_age\": 142, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 12, \"shortest_word_path\": 8, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 8, \"avg_words_raw\": 10.0, \"avg_word_host\": 12.0, \"avg_word_path\": 8.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": 1198, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 32, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 19, \"longest_word_host\": 19, \"longest_word_path\": 0, \"avg_words_raw\": 13.5, \"avg_word_host\": 13.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.025641026, \"ratio_digits_host\": 0.03125, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 7, \"avg_words_raw\": 7.75, \"avg_word_host\": 10.0, \"avg_word_path\": 5.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 212, \"domain_age\": 4537, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 11, \"shortest_word_path\": 4, \"longest_words_raw\": 38, \"longest_word_host\": 11, \"longest_word_path\": 38, \"avg_words_raw\": 21.125, \"avg_word_host\": 11.0, \"avg_word_path\": 22.57142857, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 1086, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 189, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.402116402, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 13, \"shortest_word_path\": 3, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 5, \"avg_words_raw\": 6.25, \"avg_word_host\": 13.0, \"avg_word_path\": 4.0, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 87, \"domain_age\": -1, \"web_traffic\": 4026793, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 4.5, \"avg_word_host\": 4.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 207, \"domain_age\": 1254, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 23, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.130434783, \"ratio_digits_host\": 0.214285714, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 127, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.141732283, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 2, \"shortest_words_raw\": 7, \"shortest_word_host\": 7, \"shortest_word_path\": 32, \"longest_words_raw\": 32, \"longest_word_host\": 7, \"longest_word_path\": 32, \"avg_words_raw\": 19.5, \"avg_word_host\": 7.0, \"avg_word_path\": 32.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 110, \"domain_age\": 4312, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 51, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.411764706, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 12, \"avg_words_raw\": 7.25, \"avg_word_host\": 8.5, \"avg_word_path\": 6.833333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 66, \"domain_age\": 3952, \"web_traffic\": 2586888, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 77, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0389610389999999, \"ratio_digits_host\": 0.1363636359999999, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 35, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 5, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 9, \"avg_words_raw\": 6.666666667, \"avg_word_host\": 9.666666667, \"avg_word_path\": 5.666666667, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 587, \"domain_age\": 7447, \"web_traffic\": 385, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 103, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.058252427, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 318, \"domain_age\": 3335, \"web_traffic\": 338594, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 15, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 10, \"avg_words_raw\": 7.875, \"avg_word_host\": 15.0, \"avg_word_path\": 6.857142857, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 409, \"domain_age\": 687, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 83, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0481927709999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 858306, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 7, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 8, \"longest_word_host\": 7, \"longest_word_path\": 8, \"avg_words_raw\": 3.909090909, \"avg_word_host\": 5.0, \"avg_word_path\": 3.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 503, \"domain_age\": 8833, \"web_traffic\": 2717, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 64, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 7, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 7, \"avg_words_raw\": 6.0, \"avg_word_host\": 5.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 350, \"domain_age\": 8414, \"web_traffic\": 176808, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 4.5, \"avg_word_host\": 4.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 192, \"domain_age\": 7844, \"web_traffic\": 350844, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 7, \"shortest_words_raw\": 2, \"shortest_word_host\": 11, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 11, \"longest_word_path\": 32, \"avg_words_raw\": 9.222222222, \"avg_word_host\": 11.0, \"avg_word_path\": 9.0, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 145, \"domain_age\": 2047, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 102, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.196078431, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 7, \"longest_word_path\": 9, \"avg_words_raw\": 6.0, \"avg_word_host\": 5.333333333, \"avg_word_path\": 6.666666667, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 258, \"domain_age\": 107, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 53, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.018867925, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 5, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 5, \"avg_words_raw\": 7.666666667, \"avg_word_host\": 9.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 84, \"domain_age\": 3934, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 565, \"domain_age\": 4183, \"web_traffic\": 198456, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 37, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 24, \"longest_word_host\": 24, \"longest_word_path\": 0, \"avg_words_raw\": 16.0, \"avg_word_host\": 16.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.090909091, \"ratio_digits_host\": 0.108108108, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 2, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 7, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 11, \"avg_words_raw\": 6.333333333, \"avg_word_host\": 9.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 1, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 456, \"domain_age\": 2101, \"web_traffic\": 7346260, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 58, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 7, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 13, \"longest_words_raw\": 13, \"longest_word_host\": 4, \"longest_word_path\": 13, \"avg_words_raw\": 8.5, \"avg_word_host\": 4.0, \"avg_word_path\": 13.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1444, \"domain_age\": 5130, \"web_traffic\": 16645, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.172413793, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 4.75, \"avg_word_host\": 4.75, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 364, \"domain_age\": 0, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.028571429, \"ratio_digits_host\": 0.0384615379999999, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 2, \"shortest_words_raw\": 9, \"shortest_word_host\": 9, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 10.5, \"avg_word_host\": 10.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 585, \"domain_age\": 7449, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 7, \"longest_word_path\": 10, \"avg_words_raw\": 6.142857143, \"avg_word_host\": 5.25, \"avg_word_path\": 7.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 124, \"domain_age\": 3163, \"web_traffic\": 1323034, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 60, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 288, \"domain_age\": 1903, \"web_traffic\": 328534, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 7, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 7, \"avg_words_raw\": 6.0, \"avg_word_host\": 5.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2805, \"domain_age\": 8519, \"web_traffic\": 8, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 6, \"avg_words_raw\": 5.25, \"avg_word_host\": 5.5, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 902, \"domain_age\": 7133, \"web_traffic\": 12, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 9, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 9, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 5, \"shortest_word_path\": 1, \"longest_words_raw\": 12, \"longest_word_host\": 5, \"longest_word_path\": 12, \"avg_words_raw\": 5.6363636360000005, \"avg_word_host\": 5.0, \"avg_word_path\": 5.7, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 300, \"domain_age\": 4447, \"web_traffic\": 460464, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 84, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 7, \"shortest_word_path\": 3, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 6, \"avg_words_raw\": 4.6, \"avg_word_host\": 7.0, \"avg_word_path\": 4.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 76, \"domain_age\": 2116, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 38, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.026315789, \"ratio_digits_host\": 0.090909091, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 8.25, \"avg_word_host\": 8.4, \"avg_word_path\": 8.142857142999999, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 126, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.126984127, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 5, \"avg_words_raw\": 4.2, \"avg_word_host\": 4.5, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 121, \"domain_age\": 3674, \"web_traffic\": 3192143, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 255, \"domain_age\": 1937, \"web_traffic\": 114231, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 23, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 865772, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 11, \"avg_words_raw\": 6.666666667, \"avg_word_host\": 8.5, \"avg_word_path\": 5.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": -1, \"domain_age\": 3864, \"web_traffic\": 2280, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 56, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 669, \"domain_age\": 8463, \"web_traffic\": 303877, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 13, \"longest_words_raw\": 13, \"longest_word_host\": 6, \"longest_word_path\": 13, \"avg_words_raw\": 7.333333333, \"avg_word_host\": 4.5, \"avg_word_path\": 13.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 393, \"domain_age\": 3624, \"web_traffic\": 227086, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 20, \"longest_word_host\": 20, \"longest_word_path\": 0, \"avg_words_raw\": 11.5, \"avg_word_host\": 11.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 77, \"domain_age\": 4672, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 1, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": -1, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 20, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 7, \"avg_words_raw\": 5.6, \"avg_word_host\": 10.5, \"avg_word_path\": 4.375, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 338, \"domain_age\": 1854, \"web_traffic\": 7237293, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 75, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.026666667, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 32, \"longest_word_host\": 3, \"longest_word_path\": 32, \"avg_words_raw\": 9.75, \"avg_word_host\": 3.0, \"avg_word_path\": 16.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 209, \"domain_age\": 7827, \"web_traffic\": 383, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 54, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.12962963, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 8, \"longest_words_raw\": 11, \"longest_word_host\": 9, \"longest_word_path\": 11, \"avg_words_raw\": 7.75, \"avg_word_host\": 6.0, \"avg_word_path\": 9.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 257, \"domain_age\": 3029, \"web_traffic\": 2349295, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 5, \"longest_words_raw\": 10, \"longest_word_host\": 8, \"longest_word_path\": 10, \"avg_words_raw\": 7.2, \"avg_word_host\": 5.5, \"avg_word_path\": 8.333333332999999, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 900, \"domain_age\": 3118, \"web_traffic\": 258, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 52, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 4, \"longest_word_host\": 4, \"longest_word_path\": 0, \"avg_words_raw\": 3.5, \"avg_word_host\": 3.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2197, \"domain_age\": 4012, \"web_traffic\": 83296, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 21, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 35, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 9, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 7, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 27, \"longest_word_host\": 27, \"longest_word_path\": 14, \"avg_words_raw\": 7.25, \"avg_word_host\": 15.0, \"avg_word_path\": 5.7, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 211, \"domain_age\": -1, \"web_traffic\": 904517, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 110, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 15, \"shortest_word_path\": 4, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 4, \"avg_words_raw\": 7.666666667, \"avg_word_host\": 15.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 355, \"domain_age\": 3297, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 26, \"shortest_word_path\": 2, \"longest_words_raw\": 26, \"longest_word_host\": 26, \"longest_word_path\": 2, \"avg_words_raw\": 14.0, \"avg_word_host\": 26.0, \"avg_word_path\": 2.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": 5863, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 14, \"domain_age\": 4003, \"web_traffic\": 5816617, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 128, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.171875, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2721, \"domain_age\": 5908, \"web_traffic\": 1345725, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 10, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 5, \"avg_words_raw\": 6.0, \"avg_word_host\": 10.0, \"avg_word_path\": 4.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 194, \"domain_age\": 4562, \"web_traffic\": 8152853, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 14, \"longest_word_host\": 6, \"longest_word_path\": 14, \"avg_words_raw\": 6.833333333, \"avg_word_host\": 4.5, \"avg_word_path\": 8.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 141081, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 57, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 5, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 11, \"longest_words_raw\": 11, \"longest_word_host\": 2, \"longest_word_path\": 11, \"avg_words_raw\": 6.5, \"avg_word_host\": 2.0, \"avg_word_path\": 11.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 134401, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.125, \"ratio_digits_host\": 0.0, \"nb_redirection\": 3}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 7, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 13, \"avg_words_raw\": 6.272727272999999, \"avg_word_host\": 10.0, \"avg_word_path\": 5.444444444, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 452, \"domain_age\": 3930, \"web_traffic\": 1051803, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 91, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.021978022, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 14, \"shortest_word_path\": 2, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 13, \"avg_words_raw\": 6.25, \"avg_word_host\": 14.0, \"avg_word_path\": 5.545454545, \"phish_hints\": 4, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 139, \"domain_age\": 4609, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 96, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 6, \"longest_word_path\": 10, \"avg_words_raw\": 5.375, \"avg_word_host\": 4.5, \"avg_word_path\": 5.666666667, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 26, \"domain_age\": 7644, \"web_traffic\": 3871327, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 61, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0491803279999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 7, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 10, \"avg_words_raw\": 9.5, \"avg_word_host\": 10.5, \"avg_word_path\": 8.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 259, \"domain_age\": 6681, \"web_traffic\": 12866, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 52, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 8, \"shortest_word_path\": 2, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 6, \"avg_words_raw\": 6.75, \"avg_word_host\": 9.5, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 334, \"domain_age\": 6605, \"web_traffic\": 899, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 43, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 8, \"longest_word_path\": 9, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.5, \"avg_word_path\": 4.888888889, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 507, \"domain_age\": 6068, \"web_traffic\": 4211, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 78, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.102564103, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.09375, \"ratio_digits_host\": 0.130434783, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 6, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 16, \"longest_word_host\": 9, \"longest_word_path\": 16, \"avg_words_raw\": 7.727272727000001, \"avg_word_host\": 6.0, \"avg_word_path\": 8.111111111, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 329, \"domain_age\": 3323, \"web_traffic\": 209025, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 108, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 4.5, \"avg_word_host\": 4.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 66, \"domain_age\": -1, \"web_traffic\": 320977, \"dns_record\": 1, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 36, \"domain_age\": 5078, \"web_traffic\": 2617136, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 9, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 32, \"longest_word_host\": 7, \"longest_word_path\": 32, \"avg_words_raw\": 8.5, \"avg_word_host\": 5.5, \"avg_word_path\": 11.5, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 224, \"domain_age\": 1601, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 86, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.174418605, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 5, \"longest_word_path\": 8, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 768, \"domain_age\": 1422, \"web_traffic\": 348969, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.086956522, \"ratio_digits_host\": 0.214285714, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 8, \"avg_words_raw\": 5.3, \"avg_word_host\": 7.0, \"avg_word_path\": 4.875, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2211, \"domain_age\": 9111, \"web_traffic\": 1103, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 75, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.16, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 4, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 5, \"avg_words_raw\": 4.857142857, \"avg_word_host\": 6.333333333, \"avg_word_path\": 3.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 1383746, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 50, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 7, \"longest_word_host\": 3, \"longest_word_path\": 7, \"avg_words_raw\": 4.0, \"avg_word_host\": 3.0, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1795, \"domain_age\": 8430, \"web_traffic\": 5635, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 7, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.5, \"avg_word_path\": 4.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 150, \"domain_age\": 7156, \"web_traffic\": 2272, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.1555555559999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 4, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 3, \"avg_words_raw\": 5.333333333, \"avg_word_host\": 6.5, \"avg_word_path\": 3.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2124, \"domain_age\": 5180, \"web_traffic\": 17109, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 9, \"shortest_word_host\": 9, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 348, \"domain_age\": 1112, \"web_traffic\": 2209849, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 3, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 9, \"longest_word_path\": 11, \"avg_words_raw\": 6.285714286, \"avg_word_host\": 5.5, \"avg_word_path\": 6.6, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 900, \"domain_age\": 7134, \"web_traffic\": 13, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 62, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 67, \"domain_age\": -1, \"web_traffic\": 7985577, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 326, \"domain_age\": 1499, \"web_traffic\": 1216719, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 0, \"avg_words_raw\": 4.5, \"avg_word_host\": 4.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 19, \"longest_word_host\": 19, \"longest_word_path\": 3, \"avg_words_raw\": 8.333333332999999, \"avg_word_host\": 11.0, \"avg_word_path\": 3.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 433, \"domain_age\": 6141, \"web_traffic\": 1228386, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 9, \"shortest_word_host\": 9, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 1, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 283161, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 42, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.833333333, \"avg_word_host\": 8.75, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 15, \"domain_age\": 4003, \"web_traffic\": 5816617, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 119, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.159663866, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 9.5, \"avg_word_host\": 9.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 371, \"domain_age\": 7298, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 12, \"longest_word_host\": 7, \"longest_word_path\": 12, \"avg_words_raw\": 5.714285714, \"avg_word_host\": 5.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 299, \"domain_age\": 7370, \"web_traffic\": 1303460, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 57, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 6, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 6, \"longest_word_path\": 8, \"avg_words_raw\": 5.0, \"avg_word_host\": 6.0, \"avg_word_path\": 4.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 338, \"domain_age\": 757, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 84, \"domain_age\": 2837, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 8, \"longest_word_host\": 6, \"longest_word_path\": 8, \"avg_words_raw\": 5.0, \"avg_word_host\": 4.5, \"avg_word_path\": 5.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 249, \"domain_age\": 7420, \"web_traffic\": 5290837, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 47, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 5, \"shortest_word_host\": 11, \"shortest_word_path\": 5, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 5, \"avg_words_raw\": 8.0, \"avg_word_host\": 11.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 309, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.068965517, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 6, \"avg_words_raw\": 5.166666667, \"avg_word_host\": 5.25, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 952, \"domain_age\": 7083, \"web_traffic\": 17964, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 47, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.021276596, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 10, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 6, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 11, \"longest_word_path\": 32, \"avg_words_raw\": 7.75, \"avg_word_host\": 7.0, \"avg_word_path\": 7.9, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 144, \"domain_age\": 2047, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 115, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.147826087, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 10, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 15, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 16, \"longest_word_host\": 7, \"longest_word_path\": 16, \"avg_words_raw\": 4.333333333, \"avg_word_host\": 5.0, \"avg_word_path\": 4.230769231, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3437, \"domain_age\": 9346, \"web_traffic\": 104142, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 91, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.032967033, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 550, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 54, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 9, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.846153846, \"avg_word_host\": 7.5, \"avg_word_path\": 8.142857142999999, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3992, \"web_traffic\": 5697976, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 129, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.093023256, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 23, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 19, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 19, \"longest_word_path\": 32, \"avg_words_raw\": 15.75, \"avg_word_host\": 19.0, \"avg_word_path\": 14.66666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 77, \"domain_age\": 5767, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 77, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.25974026, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 10, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 7, \"avg_words_raw\": 8.5, \"avg_word_host\": 12.5, \"avg_word_path\": 4.5, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 430, \"domain_age\": 4684, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 48, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 8, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 8, \"longest_word_path\": 32, \"avg_words_raw\": 9.285714286, \"avg_word_host\": 5.5, \"avg_word_path\": 10.8, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 337, \"domain_age\": 2585, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 82, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.256097561, \"ratio_digits_host\": 0.0625, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 3, \"nb_or\": 0, \"nb_eq\": 4, \"nb_underscore\": 4, \"nb_tilde\": 0, \"nb_percent\": 7, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 26, \"char_repeat\": 10, \"shortest_words_raw\": 1, \"shortest_word_host\": 2, \"shortest_word_path\": 1, \"longest_words_raw\": 43, \"longest_word_host\": 10, \"longest_word_path\": 43, \"avg_words_raw\": 9.115384615, \"avg_word_host\": 6.0, \"avg_word_path\": 9.52173913, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 382, \"domain_age\": 8018, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 276, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.2065217389999999, \"ratio_digits_host\": 0.041666667, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 8, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 1, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 2, \"shortest_words_raw\": 3, \"shortest_word_host\": 5, \"shortest_word_path\": 3, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 5, \"avg_words_raw\": 4.25, \"avg_word_host\": 5.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 211, \"domain_age\": 3077, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.125, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 14, \"domain_age\": 3639, \"web_traffic\": 2923557, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 4, \"longest_word_host\": 4, \"longest_word_path\": 0, \"avg_words_raw\": 3.666666667, \"avg_word_host\": 3.666666667, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1260, \"domain_age\": 8966, \"web_traffic\": 70, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 8, \"longest_word_host\": 4, \"longest_word_path\": 8, \"avg_words_raw\": 4.571428571, \"avg_word_host\": 3.5, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 508, \"domain_age\": 6066, \"web_traffic\": 416, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 50, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 7, \"nb_hyphens\": 0, \"nb_at\": 1, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 5, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 7, \"longest_word_path\": 12, \"avg_words_raw\": 5.8, \"avg_word_host\": 6.0, \"avg_word_path\": 5.714285714, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2975, \"domain_age\": 8346, \"web_traffic\": 1, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 10, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 79, \"nb_com\": 2, \"http_in_path\": 0, \"ratio_digits_url\": 0.012658228, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 167, \"domain_age\": 563, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 7, \"avg_words_raw\": 6.166666667, \"avg_word_host\": 8.0, \"avg_word_path\": 5.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 237, \"domain_age\": 5972, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 53, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.056603774, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 9, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 6, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 6, \"longest_word_path\": 9, \"avg_words_raw\": 4.714285714, \"avg_word_host\": 6.0, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 50, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 20, \"longest_word_host\": 20, \"longest_word_path\": 10, \"avg_words_raw\": 8.5, \"avg_word_host\": 11.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 186, \"domain_age\": 7119, \"web_traffic\": 163874, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 67, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 20, \"longest_word_host\": 20, \"longest_word_path\": 0, \"avg_words_raw\": 11.5, \"avg_word_host\": 11.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 194, \"domain_age\": 171, \"web_traffic\": 6322841, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.054054054, \"ratio_digits_host\": 0.071428571, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 1, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 10, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 3, \"avg_words_raw\": 8.0, \"avg_word_host\": 10.5, \"avg_word_path\": 3.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 122, \"domain_age\": 1338, \"web_traffic\": 22211, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.216216216, \"ratio_digits_host\": 0.32, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 40, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 5.166666667, \"avg_word_host\": 5.166666667, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 230, \"domain_age\": 5614, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.06122449, \"ratio_digits_host\": 0.075, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 5, \"longest_word_path\": 10, \"avg_words_raw\": 6.333333333, \"avg_word_host\": 3.5, \"avg_word_path\": 6.9, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 120, \"domain_age\": 1706, \"web_traffic\": 4830221, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 98, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0510204079999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 3}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 946, \"domain_age\": 4897, \"web_traffic\": 1626642, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 8, \"avg_words_raw\": 5.8, \"avg_word_host\": 7.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 229, \"domain_age\": 4153, \"web_traffic\": 124314, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 43, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 6, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 3, \"longest_word_host\": 3, \"longest_word_path\": 0, \"avg_words_raw\": 3.0, \"avg_word_host\": 3.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 1271273, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 13, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 0, \"avg_words_raw\": 10.5, \"avg_word_host\": 10.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2112, \"domain_age\": 4097, \"web_traffic\": 84541, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 13, \"longest_word_host\": 9, \"longest_word_path\": 13, \"avg_words_raw\": 6.333333333, \"avg_word_host\": 6.0, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 730, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 53, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 2, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 50, \"longest_word_host\": 5, \"longest_word_path\": 50, \"avg_words_raw\": 11.66666667, \"avg_word_host\": 4.333333333, \"avg_word_path\": 19.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 0, \"domain_registration_length\": 290, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 85, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.329411765, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 8, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 6, \"avg_words_raw\": 4.0, \"avg_word_host\": 5.0, \"avg_word_path\": 3.714285714, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 1, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3035, \"domain_age\": 9018, \"web_traffic\": 1518277, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 58, \"nb_com\": 0, \"http_in_path\": 1, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 3, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 11, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 6, \"avg_words_raw\": 5.666666667, \"avg_word_host\": 11.0, \"avg_word_path\": 4.6, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 4956499, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 3, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 21, \"shortest_word_path\": 2, \"longest_words_raw\": 21, \"longest_word_host\": 21, \"longest_word_path\": 8, \"avg_words_raw\": 7.428571429, \"avg_word_host\": 21.0, \"avg_word_path\": 5.166666667, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 110, \"domain_age\": 255, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 70, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 2, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 1, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 8, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 16, \"longest_word_host\": 8, \"longest_word_path\": 16, \"avg_words_raw\": 7.5, \"avg_word_host\": 5.5, \"avg_word_path\": 7.9, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 154, \"domain_age\": 2403, \"web_traffic\": 819233, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 114, \"nb_com\": 0, \"http_in_path\": 1, \"ratio_digits_url\": 0.052631579, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 8, \"longest_word_path\": 9, \"avg_words_raw\": 5.75, \"avg_word_host\": 5.5, \"avg_word_path\": 5.833333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1290, \"domain_age\": 7841, \"web_traffic\": 3990, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 64, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 2, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 7, \"avg_words_raw\": 4.625, \"avg_word_host\": 5.5, \"avg_word_path\": 3.75, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 228, \"domain_age\": 5616, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 55, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.018181818, \"ratio_digits_host\": 0.034482759, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 7, \"longest_word_path\": 9, \"avg_words_raw\": 5.166666667, \"avg_word_host\": 5.0, \"avg_word_path\": 5.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 579, \"domain_age\": 9283, \"web_traffic\": 1126, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 48, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 1, \"avg_words_raw\": 3.6, \"avg_word_host\": 5.333333333, \"avg_word_path\": 1.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.028571429, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 2, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 4, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 4, \"avg_words_raw\": 5.6, \"avg_word_host\": 8.0, \"avg_word_path\": 4.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 8828, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.086956522, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 14, \"domain_age\": 4003, \"web_traffic\": 5828815, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 128, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.1640625, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 18, \"longest_word_host\": 11, \"longest_word_path\": 18, \"avg_words_raw\": 9.0, \"avg_word_host\": 7.0, \"avg_word_path\": 11.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3456, \"domain_age\": 5309, \"web_traffic\": 37739, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 50, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 12, \"nb_star\": 0, \"nb_colon\": 2, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 1, \"https_token\": 1, \"punycode\": 1, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 19, \"char_repeat\": 6, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 13, \"longest_word_path\": 32, \"avg_words_raw\": 6.315789474, \"avg_word_host\": 6.0, \"avg_word_path\": 6.375, \"phish_hints\": 4, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 1, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 152, \"nb_com\": 1, \"http_in_path\": 1, \"ratio_digits_url\": 0.125, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 4.5, \"avg_word_host\": 4.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 865154, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 14, \"shortest_word_path\": 2, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 13, \"avg_words_raw\": 6.333333333, \"avg_word_host\": 14.0, \"avg_word_path\": 5.6363636360000005, \"phish_hints\": 4, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 139, \"domain_age\": 4609, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 97, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 13, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 15, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 6, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 6, \"longest_word_path\": 10, \"avg_words_raw\": 5.533333333, \"avg_word_host\": 6.0, \"avg_word_path\": 5.5, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 208, \"domain_age\": 3080, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 110, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.045454545, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 8, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 4, \"shortest_word_path\": 3, \"longest_words_raw\": 8, \"longest_word_host\": 4, \"longest_word_path\": 8, \"avg_words_raw\": 4.75, \"avg_word_host\": 4.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 223, \"domain_age\": 5621, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 4, \"shortest_word_path\": 1, \"longest_words_raw\": 19, \"longest_word_host\": 6, \"longest_word_path\": 19, \"avg_words_raw\": 6.846153846, \"avg_word_host\": 5.0, \"avg_word_path\": 7.181818182000001, \"phish_hints\": 1, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2974, \"domain_age\": 8347, \"web_traffic\": 1, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 10, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 113, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.053097345, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 11, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 2, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 17, \"char_repeat\": 7, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 5, \"longest_word_path\": 10, \"avg_words_raw\": 5.352941176, \"avg_word_host\": 4.0, \"avg_word_path\": 5.533333333, \"phish_hints\": 1, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 101, \"domain_age\": 8319, \"web_traffic\": 43198, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 117, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 7, \"longest_word_path\": 10, \"avg_words_raw\": 4.875, \"avg_word_host\": 5.0, \"avg_word_path\": 4.833333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 577, \"domain_age\": 9286, \"web_traffic\": 1137, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 58, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 42, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.833333333, \"avg_word_host\": 8.75, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 120, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.158333333, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 6, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 10, \"shortest_words_raw\": 1, \"shortest_word_host\": 9, \"shortest_word_path\": 1, \"longest_words_raw\": 200, \"longest_word_host\": 9, \"longest_word_path\": 200, \"avg_words_raw\": 23.9, \"avg_word_host\": 9.0, \"avg_word_path\": 25.55555556, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 333, \"domain_age\": 31, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 259, \"nb_com\": 2, \"http_in_path\": 0, \"ratio_digits_url\": 0.154440154, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 4.5, \"avg_word_host\": 4.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 2398123, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 25, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 33, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 20, \"longest_word_host\": 20, \"longest_word_path\": 0, \"avg_words_raw\": 14.0, \"avg_word_host\": 14.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 10, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 2, \"shortest_words_raw\": 3, \"shortest_word_host\": 4, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 5, \"longest_word_path\": 10, \"avg_words_raw\": 5.888888889, \"avg_word_host\": 4.5, \"avg_word_path\": 6.285714286, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 974, \"domain_age\": 1582, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 73, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 5, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 5, \"avg_words_raw\": 4.8, \"avg_word_host\": 4.75, \"avg_word_path\": 5.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 217, \"domain_age\": 5626, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.05, \"ratio_digits_host\": 0.076923077, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 8, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 7, \"avg_words_raw\": 5.538461538, \"avg_word_host\": 10.0, \"avg_word_path\": 4.727272727, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 680, \"domain_age\": 5163, \"web_traffic\": 374021, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 97, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.06185567, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 42, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.833333333, \"avg_word_host\": 8.75, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3992, \"web_traffic\": 5697976, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 119, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.218487395, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 7, \"avg_words_raw\": 6.571428571, \"avg_word_host\": 9.0, \"avg_word_path\": 5.6, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 695, \"domain_age\": 8435, \"web_traffic\": 3754, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 63, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 9, \"longest_words_raw\": 9, \"longest_word_host\": 6, \"longest_word_path\": 9, \"avg_words_raw\": 7.5, \"avg_word_host\": 6.0, \"avg_word_path\": 9.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 392, \"domain_age\": 1799, \"web_traffic\": 140317, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 7, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 4, \"shortest_word_path\": 1, \"longest_words_raw\": 13, \"longest_word_host\": 4, \"longest_word_path\": 13, \"avg_words_raw\": 5.166666667, \"avg_word_host\": 4.0, \"avg_word_path\": 5.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 35, \"domain_age\": 2521, \"web_traffic\": 632751, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 7, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 47, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.063829787, \"ratio_digits_host\": 0.142857143, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 9, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 6, \"avg_words_raw\": 5.166666667, \"avg_word_host\": 9.0, \"avg_word_path\": 4.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 283, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 47, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 1, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 1, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 10, \"shortest_word_path\": 2, \"longest_words_raw\": 14, \"longest_word_host\": 11, \"longest_word_path\": 14, \"avg_words_raw\": 6.888888889, \"avg_word_host\": 10.5, \"avg_word_path\": 5.857142857, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 952, \"domain_age\": 7083, \"web_traffic\": 17964, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 82, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.06097561, \"ratio_digits_host\": 0.076923077, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 8, \"longest_words_raw\": 8, \"longest_word_host\": 6, \"longest_word_path\": 8, \"avg_words_raw\": 5.666666667, \"avg_word_host\": 4.5, \"avg_word_path\": 8.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 1, \"whois_registered_domain\": 0, \"domain_registration_length\": 201, \"domain_age\": 165, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.032258065, \"ratio_digits_host\": 0.071428571, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 2, \"shortest_words_raw\": 7, \"shortest_word_host\": 7, \"shortest_word_path\": 8, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 8, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 8.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 36, \"domain_age\": 7634, \"web_traffic\": 54115, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.135135135, \"ratio_digits_host\": 0.238095238, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 4, \"avg_words_raw\": 4.6, \"avg_word_host\": 7.0, \"avg_word_path\": 3.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 237, \"domain_age\": 1588, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 38, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 126, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.166666667, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 11, \"shortest_word_host\": 11, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 11.0, \"avg_word_host\": 11.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 202, \"domain_age\": 3086, \"web_traffic\": 2742704, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 5, \"shortest_word_host\": 5, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 382, \"domain_age\": 5461, \"web_traffic\": 1435312, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 21, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 51, \"ip\": 1, \"nb_dots\": 6, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 1, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 1, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 17, \"char_repeat\": 9, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 40, \"longest_word_host\": 13, \"longest_word_path\": 40, \"avg_words_raw\": 9.352941176, \"avg_word_host\": 7.0, \"avg_word_path\": 10.63636364, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 1, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 35, \"domain_age\": 330, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 189, \"nb_com\": 2, \"http_in_path\": 0, \"ratio_digits_url\": 0.195767196, \"ratio_digits_host\": 0.117647059, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 18, \"longest_word_host\": 10, \"longest_word_path\": 18, \"avg_words_raw\": 6.333333333, \"avg_word_host\": 6.5, \"avg_word_path\": 6.285714286, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 582, \"domain_age\": 3436, \"web_traffic\": 299847, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 76, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 9, \"shortest_word_path\": 3, \"longest_words_raw\": 38, \"longest_word_host\": 12, \"longest_word_path\": 38, \"avg_words_raw\": 11.0, \"avg_word_host\": 10.5, \"avg_word_path\": 11.2, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 101, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 94, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.074468085, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 7, \"longest_words_raw\": 13, \"longest_word_host\": 10, \"longest_word_path\": 13, \"avg_words_raw\": 8.25, \"avg_word_host\": 6.5, \"avg_word_path\": 10.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 305, \"domain_age\": 6634, \"web_traffic\": 181546, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 48, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 343, \"domain_age\": 6232, \"web_traffic\": 4191233, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 152, \"domain_age\": 4231, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 25, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 0, \"avg_words_raw\": 9.5, \"avg_word_host\": 9.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 273, \"domain_age\": 1918, \"web_traffic\": 5268681, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 39, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 28, \"longest_word_host\": 28, \"longest_word_path\": 0, \"avg_words_raw\": 17.0, \"avg_word_host\": 17.0, \"avg_word_path\": 0.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 248, \"domain_age\": 5230, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 7, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 47, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 6, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3992, \"web_traffic\": 5697976, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 126, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.142857143, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 7, \"shortest_word_path\": 3, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 5, \"avg_words_raw\": 5.0, \"avg_word_host\": 7.0, \"avg_word_path\": 3.666666667, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 248, \"domain_age\": 847, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 37, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 32, \"longest_word_host\": 29, \"longest_word_path\": 32, \"avg_words_raw\": 14.0, \"avg_word_host\": 16.0, \"avg_word_path\": 13.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1547, \"domain_age\": 2105, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 101, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.227722772, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 10, \"longest_words_raw\": 10, \"longest_word_host\": 5, \"longest_word_path\": 10, \"avg_words_raw\": 6.0, \"avg_word_host\": 4.0, \"avg_word_path\": 10.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 1, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2430, \"domain_age\": 1953, \"web_traffic\": 4365, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0606060609999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 6, \"longest_word_path\": 9, \"avg_words_raw\": 5.5, \"avg_word_host\": 4.5, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 691, \"domain_age\": 9900, \"web_traffic\": 187, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 51, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 31, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 25, \"shortest_words_raw\": 1, \"shortest_word_host\": 11, \"shortest_word_path\": 1, \"longest_words_raw\": 288, \"longest_word_host\": 15, \"longest_word_path\": 288, \"avg_words_raw\": 32.07692308, \"avg_word_host\": 13.0, \"avg_word_path\": 35.54545455, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 948, \"domain_age\": 7087, \"web_traffic\": 18105, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 441, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.4807256239999999, \"ratio_digits_host\": 0.064516129, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 40, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 3, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 14, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 1, \"longest_words_raw\": 38, \"longest_word_host\": 9, \"longest_word_path\": 38, \"avg_words_raw\": 10.69230769, \"avg_word_host\": 5.166666667, \"avg_word_path\": 15.42857143, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 228, \"domain_age\": 5616, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 162, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.12345679, \"ratio_digits_host\": 0.075, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 18, \"shortest_word_path\": 2, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 9, \"avg_words_raw\": 7.5, \"avg_word_host\": 18.0, \"avg_word_path\": 6.333333333, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 261, \"domain_age\": 835, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 96, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 4, \"avg_words_raw\": 5.25, \"avg_word_host\": 5.666666667, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 1, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2430, \"domain_age\": 1953, \"web_traffic\": 4365, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.102564103, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 44, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 2, \"longest_words_raw\": 27, \"longest_word_host\": 27, \"longest_word_path\": 9, \"avg_words_raw\": 7.571428571, \"avg_word_host\": 9.25, \"avg_word_path\": 5.333333333, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 228, \"domain_age\": 5616, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 70, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.157142857, \"ratio_digits_host\": 0.25, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 12, \"longest_word_host\": 3, \"longest_word_path\": 12, \"avg_words_raw\": 6.285714286, \"avg_word_host\": 3.0, \"avg_word_path\": 6.833333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 2624, \"dns_record\": 1, \"google_index\": 1, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 64, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 1, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 8, \"shortest_word_path\": 3, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 8, \"avg_words_raw\": 7.857142857, \"avg_word_host\": 11.5, \"avg_word_path\": 6.4, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 205, \"domain_age\": 7100, \"web_traffic\": 3866, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 74, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.162162162, \"ratio_digits_host\": 0.107142857, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 34, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 2, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 23, \"longest_word_host\": 23, \"longest_word_path\": 0, \"avg_words_raw\": 14.5, \"avg_word_host\": 14.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 246, \"domain_age\": 5232, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 43, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 1, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 2, \"longest_words_raw\": 3, \"longest_word_host\": 3, \"longest_word_path\": 3, \"avg_words_raw\": 2.25, \"avg_word_host\": 2.25, \"avg_word_path\": 2.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 1, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 20, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.45, \"ratio_digits_host\": 0.75, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 35, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 9, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 14, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 2, \"shortest_word_path\": 1, \"longest_words_raw\": 7, \"longest_word_host\": 5, \"longest_word_path\": 7, \"avg_words_raw\": 4.0, \"avg_word_host\": 3.571428571, \"avg_word_path\": 4.428571429, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 207, \"domain_age\": 7463, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 80, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0375, \"ratio_digits_host\": 0.057142857, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 147, \"domain_age\": 2406, \"web_traffic\": 297796, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 1, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 5, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 10, \"avg_words_raw\": 4.7, \"avg_word_host\": 6.5, \"avg_word_path\": 4.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1834, \"domain_age\": 4009, \"web_traffic\": 320261, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 67, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.074626866, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 2, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 2, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 4, \"shortest_word_path\": 3, \"longest_words_raw\": 13, \"longest_word_host\": 12, \"longest_word_path\": 13, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 8.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1737, \"domain_age\": 6663, \"web_traffic\": 53189, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 99, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.323232323, \"ratio_digits_host\": 0.05, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 8, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 5, \"shortest_word_host\": 5, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 201, \"domain_age\": 4182, \"web_traffic\": 81417, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 17, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 6, \"shortest_word_path\": 1, \"longest_words_raw\": 38, \"longest_word_host\": 6, \"longest_word_path\": 38, \"avg_words_raw\": 11.14285714, \"avg_word_host\": 6.0, \"avg_word_path\": 13.2, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2975, \"domain_age\": 8347, \"web_traffic\": 1, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 10, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 96, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.09375, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 5, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 10, \"avg_words_raw\": 5.5, \"avg_word_host\": 7.5, \"avg_word_path\": 4.833333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 733, \"domain_age\": 7668, \"web_traffic\": 301, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 62, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0161290319999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 4.5, \"avg_word_host\": 4.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1216, \"domain_age\": 3897, \"web_traffic\": 3198682, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 8, \"longest_word_path\": 9, \"avg_words_raw\": 5.857142857, \"avg_word_host\": 6.333333333, \"avg_word_path\": 5.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 266, \"domain_age\": 3751, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 58, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 99, \"domain_age\": 5379, \"web_traffic\": 164944, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 9, \"shortest_word_path\": 3, \"longest_words_raw\": 32, \"longest_word_host\": 9, \"longest_word_path\": 32, \"avg_words_raw\": 11.75, \"avg_word_host\": 9.0, \"avg_word_path\": 12.66666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 1710, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 61, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.393442623, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 191, \"domain_age\": 6018, \"web_traffic\": 566864, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 12, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 10, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 24, \"char_repeat\": 46, \"shortest_words_raw\": 1, \"shortest_word_host\": 6, \"shortest_word_path\": 1, \"longest_words_raw\": 34, \"longest_word_host\": 13, \"longest_word_path\": 34, \"avg_words_raw\": 7.208333333, \"avg_word_host\": 9.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 194, \"domain_age\": 2362, \"web_traffic\": 173942, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 209, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.167464115, \"ratio_digits_host\": 0.083333333, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3992, \"web_traffic\": 5697976, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 127, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.133858268, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 7, \"avg_words_raw\": 5.0, \"avg_word_host\": 7.5, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3443, \"domain_age\": 8836, \"web_traffic\": 400693, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 53, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 7, \"longest_word_host\": 4, \"longest_word_path\": 7, \"avg_words_raw\": 5.0, \"avg_word_host\": 3.5, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 191, \"domain_age\": 8941, \"web_traffic\": 815305, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 34, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 4.5, \"avg_word_host\": 4.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 190, \"domain_age\": 7501, \"web_traffic\": 408392, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 21, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 9, \"longest_words_raw\": 9, \"longest_word_host\": 8, \"longest_word_path\": 9, \"avg_words_raw\": 6.666666667, \"avg_word_host\": 5.5, \"avg_word_path\": 9.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2808, \"domain_age\": 8516, \"web_traffic\": 8, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 34, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 21, \"longest_word_host\": 21, \"longest_word_path\": 0, \"avg_words_raw\": 12.0, \"avg_word_host\": 12.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 275, \"domain_age\": 4108, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 469, \"domain_age\": 2087, \"web_traffic\": 6125655, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 8, \"avg_words_raw\": 5.1428571430000005, \"avg_word_host\": 6.0, \"avg_word_path\": 4.8, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 253, \"domain_age\": 477, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 54, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.055555556, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 1, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 5, \"shortest_word_host\": 10, \"shortest_word_path\": 5, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 5, \"avg_words_raw\": 8.666666667000001, \"avg_word_host\": 10.5, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 122, \"domain_age\": 1338, \"web_traffic\": 22211, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 38, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.210526316, \"ratio_digits_host\": 0.32, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 6, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.666666667, \"avg_word_path\": 3.6, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 170, \"domain_age\": 560, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 52, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.057692308, \"ratio_digits_host\": 0.15, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 9, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 5, \"shortest_word_host\": 5, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 147, \"domain_age\": 3141, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 17, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 8, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 383, \"longest_word_host\": 8, \"longest_word_path\": 383, \"avg_words_raw\": 100.0, \"avg_word_host\": 5.5, \"avg_word_path\": 194.5, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 371, \"domain_age\": 4011, \"web_traffic\": 2070798, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 416, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.122596154, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 5, \"shortest_word_path\": 2, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 10, \"avg_words_raw\": 5.571428571, \"avg_word_host\": 8.0, \"avg_word_path\": 4.6, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1802, \"domain_age\": -1, \"web_traffic\": 837228, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 60, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 16, \"shortest_word_path\": 2, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 7, \"avg_words_raw\": 5.6, \"avg_word_host\": 16.0, \"avg_word_path\": 4.444444444, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 205, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 77, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.012987013, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 9, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 19, \"longest_word_host\": 19, \"longest_word_path\": 10, \"avg_words_raw\": 6.5, \"avg_word_host\": 11.0, \"avg_word_path\": 5.6, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 66, \"domain_age\": 2491, \"web_traffic\": 1315290, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 101, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 10, \"longest_words_raw\": 10, \"longest_word_host\": 8, \"longest_word_path\": 10, \"avg_words_raw\": 7.0, \"avg_word_host\": 5.5, \"avg_word_path\": 10.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2808, \"domain_age\": 8516, \"web_traffic\": 8, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 13, \"shortest_word_path\": 4, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 9, \"avg_words_raw\": 7.75, \"avg_word_host\": 13.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 775, \"domain_age\": 2146, \"web_traffic\": 1529081, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 47, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 8, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 47, \"longest_word_host\": 8, \"longest_word_path\": 47, \"avg_words_raw\": 7.307692307999999, \"avg_word_host\": 4.5, \"avg_word_path\": 8.555555556, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 360, \"domain_age\": 5, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 119, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.092436975, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 12, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 7, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 7, \"avg_words_raw\": 4.846153846, \"avg_word_host\": 8.5, \"avg_word_path\": 4.181818182, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 435, \"domain_age\": 6932, \"web_traffic\": 262805, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 89, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 4}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 31, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 0, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 1, \"statistical_report\": 2, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 77586, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 38, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 5, \"shortest_word_host\": 5, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 159, \"domain_age\": 7533, \"web_traffic\": 1039344, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 5, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 11, \"avg_words_raw\": 7.6, \"avg_word_host\": 7.0, \"avg_word_path\": 8.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 842, \"domain_age\": 7558, \"web_traffic\": 1695, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 55, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.090909091, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 290, \"domain_age\": 1535, \"web_traffic\": 1758310, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 0, \"avg_words_raw\": 12.0, \"avg_word_host\": 12.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 6, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 7, \"longest_word_path\": 9, \"avg_words_raw\": 5.090909091, \"avg_word_host\": 5.0, \"avg_word_path\": 5.1111111110000005, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 473, \"domain_age\": 8292, \"web_traffic\": 19, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 78, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.102564103, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 12, \"shortest_word_path\": 2, \"longest_words_raw\": 13, \"longest_word_host\": 12, \"longest_word_path\": 13, \"avg_words_raw\": 7.285714286, \"avg_word_host\": 12.0, \"avg_word_path\": 6.5, \"phish_hints\": 4, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 268, \"domain_age\": -1, \"web_traffic\": 1173481, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 71, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 6, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 5, \"longest_words_raw\": 5, \"longest_word_host\": 3, \"longest_word_path\": 5, \"avg_words_raw\": 4.0, \"avg_word_host\": 3.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 122, \"domain_age\": 3166, \"web_traffic\": 37159, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 7, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 19, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 2, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 1, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 11, \"shortest_word_host\": 11, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 11.0, \"avg_word_host\": 11.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1038, \"domain_age\": 1152, \"web_traffic\": 66834, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.107142857, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 0, \"longest_words_raw\": 4, \"longest_word_host\": 4, \"longest_word_path\": 0, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 146147, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 20, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 2, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 5, \"longest_word_path\": 10, \"avg_words_raw\": 6.428571429, \"avg_word_host\": 4.5, \"avg_word_path\": 7.2, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 275, \"domain_age\": 11049, \"web_traffic\": 546, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 62, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0806451609999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 7, \"avg_words_raw\": 6.285714286, \"avg_word_host\": 8.5, \"avg_word_path\": 5.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 355, \"domain_age\": 2931, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 62, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 102, \"domain_age\": 3186, \"web_traffic\": 26205, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 54, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 14, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.428571429, \"avg_word_host\": 7.5, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3992, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 131, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.1755725189999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 0, \"avg_words_raw\": 10.5, \"avg_word_host\": 10.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1309, \"domain_age\": 4168, \"web_traffic\": 581435, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 34, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 9, \"nb_or\": 0, \"nb_eq\": 6, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 12, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 1, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 28, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 2, \"shortest_word_path\": 1, \"longest_words_raw\": 26, \"longest_word_host\": 3, \"longest_word_path\": 26, \"avg_words_raw\": 7.035714286, \"avg_word_host\": 2.25, \"avg_word_path\": 7.833333333, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 1, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 218, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.165137615, \"ratio_digits_host\": 0.75, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 6, \"avg_words_raw\": 5.2, \"avg_word_host\": 6.0, \"avg_word_path\": 4.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 147, \"domain_age\": 8618, \"web_traffic\": 219006, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 10, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 6, \"longest_word_path\": 9, \"avg_words_raw\": 5.5, \"avg_word_host\": 4.5, \"avg_word_path\": 5.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 0, \"domain_registration_length\": 1063, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 75, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.026666667, \"ratio_digits_host\": 0.142857143, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 5.5, \"avg_word_host\": 5.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": -1, \"domain_age\": -1, \"web_traffic\": 1108129, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 27, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 10, \"shortest_word_path\": 3, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 3, \"avg_words_raw\": 8.666666667000001, \"avg_word_host\": 11.5, \"avg_word_path\": 3.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 318619, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.230769231, \"ratio_digits_host\": 0.333333333, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 17, \"avg_words_raw\": 10.0, \"avg_word_host\": 10.0, \"avg_word_path\": 10.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 1539269, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 57, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 6, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 4, \"shortest_word_path\": 1, \"longest_words_raw\": 6, \"longest_word_host\": 4, \"longest_word_path\": 6, \"avg_words_raw\": 3.75, \"avg_word_host\": 4.0, \"avg_word_path\": 3.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 180, \"domain_age\": 4202, \"web_traffic\": 7191477, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.020408163, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 12, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 12, \"avg_words_raw\": 10.66666667, \"avg_word_host\": 10.0, \"avg_word_path\": 12.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2506, \"domain_age\": 6259, \"web_traffic\": 682, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 13, \"longest_word_host\": 9, \"longest_word_path\": 13, \"avg_words_raw\": 6.333333333, \"avg_word_host\": 6.0, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 205, \"domain_age\": 9293, \"web_traffic\": 148445, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 54, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.240740741, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 10, \"shortest_word_path\": 4, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 9, \"avg_words_raw\": 6.7, \"avg_word_host\": 11.5, \"avg_word_path\": 5.5, \"phish_hints\": 1, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 321, \"domain_age\": 4062, \"web_traffic\": 99, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 88, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.056818182, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 32, \"longest_words_raw\": 32, \"longest_word_host\": 6, \"longest_word_path\": 32, \"avg_words_raw\": 18.0, \"avg_word_host\": 4.0, \"avg_word_path\": 32.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 445, \"domain_age\": 2841, \"web_traffic\": 59698, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 87, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.4367816089999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 10, \"longest_word_path\": 32, \"avg_words_raw\": 7.8, \"avg_word_host\": 7.0, \"avg_word_path\": 8.142857142999999, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 257, \"domain_age\": 2300, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 98, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.244897959, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 6, \"longest_words_raw\": 92, \"longest_word_host\": 11, \"longest_word_path\": 92, \"avg_words_raw\": 37.2, \"avg_word_host\": 6.5, \"avg_word_path\": 57.66666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 308, \"domain_age\": 2613, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 201, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.119402985, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 6, \"avg_words_raw\": 4.833333333, \"avg_word_host\": 7.5, \"avg_word_path\": 3.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3483, \"domain_age\": 8044, \"web_traffic\": 2580, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 46, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 364, \"domain_age\": 1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 31, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 2, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 17, \"char_repeat\": 11, \"shortest_words_raw\": 3, \"shortest_word_host\": 13, \"shortest_word_path\": 3, \"longest_words_raw\": 64, \"longest_word_host\": 13, \"longest_word_path\": 64, \"avg_words_raw\": 14.64705882, \"avg_word_host\": 13.0, \"avg_word_path\": 14.86666667, \"phish_hints\": 4, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 173, \"domain_age\": 1653, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 276, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.362318841, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 14, \"shortest_word_host\": 14, \"shortest_word_path\": 0, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 0, \"avg_words_raw\": 14.0, \"avg_word_host\": 14.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 795896, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 17, \"shortest_word_path\": 1, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 7, \"avg_words_raw\": 7.5, \"avg_word_host\": 17.0, \"avg_word_path\": 4.333333333, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 335, \"domain_age\": 3318, \"web_traffic\": 0, \"dns_record\": 1, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.022727273, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 9, \"avg_words_raw\": 5.875, \"avg_word_host\": 6.0, \"avg_word_path\": 5.833333333, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 65, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 128, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.140625, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 6, \"avg_words_raw\": 5.333333333, \"avg_word_host\": 6.0, \"avg_word_path\": 4.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 198, \"domain_age\": 3455, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 48, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 9, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 7.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 308, \"domain_age\": 2613, \"web_traffic\": 6251197, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 7, \"avg_words_raw\": 7.5, \"avg_word_host\": 10.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 185, \"domain_age\": 5659, \"web_traffic\": 1280742, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 2, \"shortest_words_raw\": 3, \"shortest_word_host\": 7, \"shortest_word_path\": 3, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 6, \"avg_words_raw\": 5.333333333, \"avg_word_host\": 7.0, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 296, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 9, \"shortest_words_raw\": 3, \"shortest_word_host\": 11, \"shortest_word_path\": 3, \"longest_words_raw\": 32, \"longest_word_host\": 11, \"longest_word_path\": 32, \"avg_words_raw\": 9.714285714, \"avg_word_host\": 11.0, \"avg_word_path\": 9.5, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 1, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 78, \"domain_age\": 2113, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 85, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.258823529, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 7, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 7, \"longest_word_path\": 10, \"avg_words_raw\": 5.5, \"avg_word_host\": 7.0, \"avg_word_path\": 5.285714286, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 284, \"domain_age\": 81, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 64, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 4, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 4, \"longest_word_path\": 8, \"avg_words_raw\": 5.285714286, \"avg_word_host\": 4.0, \"avg_word_path\": 5.8, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 830, \"domain_age\": 8293, \"web_traffic\": 150166, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 56, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.017857143, \"ratio_digits_host\": 0.066666667, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 530, \"domain_age\": 5313, \"web_traffic\": 33089, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 6, \"avg_words_raw\": 5.5, \"avg_word_host\": 6.5, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 295, \"domain_age\": 9203, \"web_traffic\": 687, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 19, \"longest_word_host\": 19, \"longest_word_path\": 0, \"avg_words_raw\": 11.0, \"avg_word_host\": 11.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 347, \"domain_age\": 3306, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 0, \"avg_words_raw\": 8.5, \"avg_word_host\": 8.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 74, \"domain_age\": 2118, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 3880927, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1485, \"domain_age\": 3993, \"web_traffic\": 198861, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 364, \"domain_age\": 1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.076923077, \"ratio_digits_host\": 0.111111111, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 12, \"shortest_word_path\": 4, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 10, \"avg_words_raw\": 8.666666667000001, \"avg_word_host\": 12.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 289, \"domain_age\": 5554, \"web_traffic\": 926922, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 280, \"domain_age\": 4103, \"web_traffic\": 35724, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 25, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 6, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 6, \"longest_word_path\": 9, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 241, \"domain_age\": 5707, \"web_traffic\": 1652125, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 5.5, \"avg_word_host\": 5.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 155, \"domain_age\": 4593, \"web_traffic\": 1248266, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 19, \"longest_word_host\": 19, \"longest_word_path\": 7, \"avg_words_raw\": 6.5, \"avg_word_host\": 11.0, \"avg_word_path\": 4.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1255, \"domain_age\": 3858, \"web_traffic\": 36712, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 56, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.017857143, \"ratio_digits_host\": 0.037037037, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 9, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 1, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 1, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 10, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 72, \"longest_word_host\": 3, \"longest_word_path\": 72, \"avg_words_raw\": 20.875, \"avg_word_host\": 3.0, \"avg_word_path\": 23.42857143, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 736, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 189, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.465608466, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 3, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 2, \"shortest_word_path\": 1, \"longest_words_raw\": 20, \"longest_word_host\": 10, \"longest_word_path\": 20, \"avg_words_raw\": 6.583333333, \"avg_word_host\": 7.333333333, \"avg_word_path\": 6.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 381, \"domain_age\": 8019, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 104, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.028846154, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 1, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 2, \"longest_words_raw\": 7, \"longest_word_host\": 3, \"longest_word_path\": 7, \"avg_words_raw\": 3.461538462, \"avg_word_host\": 2.5, \"avg_word_path\": 3.888888889, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 1, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 1, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 51, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.196078431, \"ratio_digits_host\": 0.7692307690000001, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 35, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 0, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 228, \"domain_age\": 5616, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.113636364, \"ratio_digits_host\": 0.142857143, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 7, \"shortest_word_path\": 4, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 7, \"avg_words_raw\": 5.8, \"avg_word_host\": 7.0, \"avg_word_path\": 5.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1752, \"domain_age\": 3727, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 8.25, \"avg_word_host\": 8.4, \"avg_word_path\": 8.142857142999999, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 24, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 124, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.1693548389999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 9, \"longest_word_path\": 11, \"avg_words_raw\": 5.5, \"avg_word_host\": 6.0, \"avg_word_path\": 5.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1456, \"domain_age\": 8405, \"web_traffic\": 138739, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.040816327, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 6, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 5, \"avg_words_raw\": 5.833333333, \"avg_word_host\": 10.5, \"avg_word_path\": 3.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 119, \"domain_age\": 2072, \"web_traffic\": 1453088, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 51, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 3, \"longest_word_host\": 3, \"longest_word_path\": 0, \"avg_words_raw\": 3.0, \"avg_word_host\": 3.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 2657084, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 21, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 6.333333333, \"avg_word_host\": 6.333333333, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 185, \"domain_age\": -1, \"web_traffic\": 389161, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 34, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 3.0, \"avg_word_host\": 3.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 316, \"domain_age\": -2, \"web_traffic\": 0, \"dns_record\": 1, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 19, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.1578947369999999, \"ratio_digits_host\": 0.272727273, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 8, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3992, \"web_traffic\": 5697976, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 127, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.141732283, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 4, \"shortest_word_path\": 1, \"longest_words_raw\": 9, \"longest_word_host\": 7, \"longest_word_path\": 9, \"avg_words_raw\": 4.6, \"avg_word_host\": 5.5, \"avg_word_path\": 4.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 65, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.015384615, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 6, \"longest_word_path\": 10, \"avg_words_raw\": 5.833333333, \"avg_word_host\": 4.5, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 134, \"domain_age\": 4979, \"web_traffic\": 315959, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 50, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.02, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 32, \"longest_word_host\": 19, \"longest_word_path\": 32, \"avg_words_raw\": 14.0, \"avg_word_host\": 11.0, \"avg_word_path\": 16.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 214, \"domain_age\": 152, \"web_traffic\": 5008870, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 86, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.302325581, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 9, \"longest_word_path\": 10, \"avg_words_raw\": 6.25, \"avg_word_host\": 6.0, \"avg_word_path\": 6.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 620, \"domain_age\": 8144, \"web_traffic\": 12364, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 68, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 1, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 4, \"shortest_word_path\": 3, \"longest_words_raw\": 20, \"longest_word_host\": 20, \"longest_word_path\": 13, \"avg_words_raw\": 10.0, \"avg_word_host\": 12.0, \"avg_word_path\": 8.666666667000001, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 151, \"domain_age\": 580, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 65, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.153846154, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 1, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 13, \"longest_word_host\": 11, \"longest_word_path\": 13, \"avg_words_raw\": 5.333333333, \"avg_word_host\": 7.0, \"avg_word_path\": 4.857142857, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2656, \"domain_age\": 6109, \"web_traffic\": 1617, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 68, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 0, \"avg_words_raw\": 8.5, \"avg_word_host\": 8.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 190, \"domain_age\": 1270, \"web_traffic\": 73365, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 6, \"shortest_word_path\": 3, \"longest_words_raw\": 7, \"longest_word_host\": 6, \"longest_word_path\": 7, \"avg_words_raw\": 5.666666667, \"avg_word_host\": 6.0, \"avg_word_path\": 5.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 241, \"domain_age\": 5707, \"web_traffic\": 1652125, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 790, \"domain_age\": 8704, \"web_traffic\": 2401049, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 8, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 3, \"nb_or\": 0, \"nb_eq\": 4, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 11, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 3, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 31, \"char_repeat\": 9, \"shortest_words_raw\": 2, \"shortest_word_host\": 4, \"shortest_word_path\": 2, \"longest_words_raw\": 16, \"longest_word_host\": 8, \"longest_word_path\": 16, \"avg_words_raw\": 6.290322581, \"avg_word_host\": 6.0, \"avg_word_path\": 6.310344828, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 158, \"domain_age\": 9338, \"web_traffic\": 21, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 238, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.31512605, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 11, \"avg_words_raw\": 6.6, \"avg_word_host\": 8.0, \"avg_word_path\": 5.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 94, \"domain_age\": 2827, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 48, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 7, \"shortest_word_host\": 10, \"shortest_word_path\": 7, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 10, \"avg_words_raw\": 9.0, \"avg_word_host\": 10.0, \"avg_word_path\": 8.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 170, \"domain_age\": 2387, \"web_traffic\": 557472, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 6, \"shortest_word_host\": 7, \"shortest_word_path\": 6, \"longest_words_raw\": 9, \"longest_word_host\": 7, \"longest_word_path\": 9, \"avg_words_raw\": 7.333333333, \"avg_word_host\": 7.0, \"avg_word_path\": 7.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 276, \"domain_age\": -1, \"web_traffic\": 10090, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 32, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 24, \"longest_word_host\": 24, \"longest_word_path\": 8, \"avg_words_raw\": 8.4, \"avg_word_host\": 13.5, \"avg_word_path\": 5.0, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 324, \"domain_age\": 2232, \"web_traffic\": 9330247, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 58, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 19, \"domain_age\": 1077, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 8, \"longest_word_path\": 11, \"avg_words_raw\": 6.25, \"avg_word_host\": 5.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 135, \"domain_age\": 7900, \"web_traffic\": 60397, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0512820509999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 32, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 4, \"shortest_word_host\": 11, \"shortest_word_path\": 4, \"longest_words_raw\": 87, \"longest_word_host\": 16, \"longest_word_path\": 87, \"avg_words_raw\": 21.33333333, \"avg_word_host\": 13.5, \"avg_word_path\": 25.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 948, \"domain_age\": 7086, \"web_traffic\": 18263, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 144, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0625, \"ratio_digits_host\": 0.03125, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 7, \"shortest_word_path\": 3, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 7, \"avg_words_raw\": 5.2, \"avg_word_host\": 7.0, \"avg_word_path\": 4.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 43, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 5, \"shortest_word_path\": 4, \"longest_words_raw\": 12, \"longest_word_host\": 6, \"longest_word_path\": 12, \"avg_words_raw\": 6.75, \"avg_word_host\": 5.5, \"avg_word_path\": 8.0, \"phish_hints\": 2, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2976, \"domain_age\": 8346, \"web_traffic\": 1, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 43, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 76, \"domain_age\": 1385, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 7, \"avg_words_raw\": 5.2, \"avg_word_host\": 5.5, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 212, \"domain_age\": 4537, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 42, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 33, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 5, \"shortest_word_path\": 2, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 12, \"avg_words_raw\": 5.909090909, \"avg_word_host\": 9.0, \"avg_word_path\": 4.75, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 586, \"domain_age\": 7449, \"web_traffic\": 385, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 87, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.068965517, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 12, \"longest_word_host\": 8, \"longest_word_path\": 12, \"avg_words_raw\": 6.142857143, \"avg_word_host\": 5.5, \"avg_word_path\": 6.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 486, \"domain_age\": 7913, \"web_traffic\": 943, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 61, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0983606559999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 6, \"avg_words_raw\": 5.166666667, \"avg_word_host\": 7.5, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3482, \"domain_age\": 8045, \"web_traffic\": 2580, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 48, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 9, \"shortest_word_host\": 9, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 232, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 8.25, \"avg_word_host\": 8.4, \"avg_word_path\": 8.142857142999999, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 126, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.166666667, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 43, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 59, \"domain_age\": 3229, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 51, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.196078431, \"ratio_digits_host\": 0.23255814, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 10, \"shortest_word_host\": 16, \"shortest_word_path\": 10, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 10, \"avg_words_raw\": 13.0, \"avg_word_host\": 16.0, \"avg_word_path\": 10.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 117, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 36, \"longest_word_host\": 7, \"longest_word_path\": 36, \"avg_words_raw\": 11.08333333, \"avg_word_host\": 5.0, \"avg_word_path\": 12.3, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1238, \"domain_age\": 2414, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 155, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.174193548, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 9, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 5, \"longest_words_raw\": 5, \"longest_word_host\": 3, \"longest_word_path\": 5, \"avg_words_raw\": 4.0, \"avg_word_host\": 3.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 322, \"domain_age\": 4065, \"web_traffic\": 34916, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 10, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 14, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 6, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 6, \"longest_word_path\": 10, \"avg_words_raw\": 5.571428571, \"avg_word_host\": 6.0, \"avg_word_path\": 5.538461538, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 128, \"domain_age\": 9368, \"web_traffic\": 6774, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 104, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.076923077, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 0, \"avg_words_raw\": 10.5, \"avg_word_host\": 10.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 329, \"domain_age\": 5515, \"web_traffic\": 423457, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 6, \"shortest_word_path\": 2, \"longest_words_raw\": 7, \"longest_word_host\": 6, \"longest_word_path\": 7, \"avg_words_raw\": 4.666666667, \"avg_word_host\": 6.0, \"avg_word_path\": 4.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 335, \"domain_age\": 5143, \"web_traffic\": 45546, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 7, \"avg_words_raw\": 6.0, \"avg_word_host\": 8.5, \"avg_word_path\": 4.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 5076, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 51, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 145, \"domain_age\": 3873, \"web_traffic\": 2192611, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 9, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 4, \"avg_words_raw\": 6.5, \"avg_word_host\": 9.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 1, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 8002, \"web_traffic\": 2985090, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 23, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 33, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 7, \"avg_words_raw\": 4.888888889, \"avg_word_host\": 5.0, \"avg_word_path\": 4.75, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 228, \"domain_age\": 5615, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 63, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.047619048, \"ratio_digits_host\": 0.090909091, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 15, \"longest_words_raw\": 15, \"longest_word_host\": 8, \"longest_word_path\": 15, \"avg_words_raw\": 8.333333332999999, \"avg_word_host\": 5.0, \"avg_word_path\": 15.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 167, \"domain_age\": -1, \"web_traffic\": 40489, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 38, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 7, \"shortest_word_path\": 2, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 7, \"avg_words_raw\": 4.333333333, \"avg_word_host\": 7.0, \"avg_word_path\": 4.090909091, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 617, \"domain_age\": 1939, \"web_traffic\": 8011140, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 75, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.1066666669999999, \"ratio_digits_host\": 0.090909091, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 6, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 6, \"longest_words_raw\": 6, \"longest_word_host\": 2, \"longest_word_path\": 6, \"avg_words_raw\": 4.0, \"avg_word_host\": 2.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 605, \"domain_age\": -1, \"web_traffic\": 206575, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 21, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.047619048, \"ratio_digits_host\": 0.166666667, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 3, \"longest_word_path\": 9, \"avg_words_raw\": 4.714285714, \"avg_word_host\": 2.5, \"avg_word_path\": 5.6, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1286, \"domain_age\": -1, \"web_traffic\": 1203, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 50, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.08, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 19, \"longest_word_host\": 19, \"longest_word_path\": 0, \"avg_words_raw\": 11.0, \"avg_word_host\": 11.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 566, \"domain_age\": 2356, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 0, \"avg_words_raw\": 8.5, \"avg_word_host\": 8.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 99, \"domain_age\": 4283, \"web_traffic\": 2053110, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 35, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 5, \"shortest_word_host\": 5, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 371, \"domain_age\": 7298, \"web_traffic\": 1382862, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 43, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 32, \"longest_word_host\": 3, \"longest_word_path\": 32, \"avg_words_raw\": 9.75, \"avg_word_host\": 3.0, \"avg_word_path\": 16.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 209, \"domain_age\": 7826, \"web_traffic\": 386, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 54, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.2037037039999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 2, \"shortest_words_raw\": 4, \"shortest_word_host\": 5, \"shortest_word_path\": 4, \"longest_words_raw\": 13, \"longest_word_host\": 6, \"longest_word_path\": 13, \"avg_words_raw\": 7.0, \"avg_word_host\": 5.5, \"avg_word_path\": 8.5, \"phish_hints\": 2, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2974, \"domain_age\": 8348, \"web_traffic\": 1, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 10, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 10, \"avg_words_raw\": 6.666666667, \"avg_word_host\": 7.0, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3057, \"domain_age\": -1, \"web_traffic\": 52062, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 55, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.090909091, \"ratio_digits_host\": 0.277777778, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 4.5, \"avg_word_host\": 4.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 144, \"domain_age\": 2598, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 21, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 6, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 2, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 3, \"longest_word_path\": 8, \"avg_words_raw\": 4.0, \"avg_word_host\": 3.0, \"avg_word_path\": 4.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 229, \"domain_age\": 2328, \"web_traffic\": 6143932, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 34, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.029411765, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 7, \"longest_word_path\": 32, \"avg_words_raw\": 10.125, \"avg_word_host\": 5.0, \"avg_word_path\": 13.2, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 209, \"domain_age\": 3078, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 102, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.245098039, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 1, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 1, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 1, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 7, \"shortest_word_path\": 3, \"longest_words_raw\": 32, \"longest_word_host\": 10, \"longest_word_path\": 32, \"avg_words_raw\": 10.5, \"avg_word_host\": 8.5, \"avg_word_path\": 11.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 59, \"domain_age\": 5784, \"web_traffic\": 50100, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 80, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.3125, \"ratio_digits_host\": 0.272727273, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 11, \"shortest_word_host\": 11, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 11.5, \"avg_word_host\": 11.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 5, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 5, \"avg_words_raw\": 8.333333332999999, \"avg_word_host\": 10.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 137, \"domain_age\": 959, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 34, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 7, \"shortest_word_host\": 7, \"shortest_word_path\": 0, \"longest_words_raw\": 22, \"longest_word_host\": 22, \"longest_word_path\": 0, \"avg_words_raw\": 14.5, \"avg_word_host\": 14.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 342, \"domain_age\": 7327, \"web_traffic\": 2247542, \"dns_record\": 1, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 42, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.047619048, \"ratio_digits_host\": 0.058823529, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 10, \"longest_words_raw\": 10, \"longest_word_host\": 8, \"longest_word_path\": 10, \"avg_words_raw\": 7.0, \"avg_word_host\": 5.5, \"avg_word_path\": 10.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2808, \"domain_age\": 8516, \"web_traffic\": 8, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 83, \"domain_age\": 1013, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 9, \"shortest_word_host\": 9, \"shortest_word_path\": 0, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 0, \"avg_words_raw\": 12.0, \"avg_word_host\": 12.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 766, \"domain_age\": 5808, \"web_traffic\": 10297537, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 8, \"longest_words_raw\": 8, \"longest_word_host\": 5, \"longest_word_path\": 8, \"avg_words_raw\": 5.0, \"avg_word_host\": 4.0, \"avg_word_path\": 8.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 565, \"domain_age\": 896, \"web_traffic\": 457413, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 10, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 7, \"avg_words_raw\": 5.0, \"avg_word_host\": 10.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 28, \"domain_age\": -1, \"web_traffic\": 238599, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.043478261, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 6, \"shortest_word_path\": 4, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 5, \"avg_words_raw\": 6.2, \"avg_word_host\": 7.333333333, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 272, \"domain_age\": 3381, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.086956522, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 6, \"longest_words_raw\": 167, \"longest_word_host\": 8, \"longest_word_path\": 167, \"avg_words_raw\": 45.75, \"avg_word_host\": 5.0, \"avg_word_path\": 86.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 309, \"domain_age\": 2613, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 199, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.140703518, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 9, \"shortest_word_host\": 9, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 179, \"domain_age\": 917, \"web_traffic\": 2225082, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 3, \"shortest_words_raw\": 4, \"shortest_word_host\": 9, \"shortest_word_path\": 4, \"longest_words_raw\": 13, \"longest_word_host\": 12, \"longest_word_path\": 13, \"avg_words_raw\": 8.857142857000001, \"avg_word_host\": 10.5, \"avg_word_path\": 8.2, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 369, \"domain_age\": 9127, \"web_traffic\": 4148, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 79, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.063291139, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 2, \"shortest_words_raw\": 3, \"shortest_word_host\": 9, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 3, \"avg_words_raw\": 7.666666667, \"avg_word_host\": 10.0, \"avg_word_path\": 3.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 952, \"domain_age\": 7083, \"web_traffic\": 17964, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 19, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 19, \"longest_word_path\": 32, \"avg_words_raw\": 15.75, \"avg_word_host\": 19.0, \"avg_word_path\": 14.66666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 76, \"domain_age\": 5767, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 77, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.25974026, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 4, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 4, \"avg_words_raw\": 5.2, \"avg_word_host\": 6.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 269, \"domain_age\": 3384, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 5, \"longest_word_path\": 8, \"avg_words_raw\": 5.090909091, \"avg_word_host\": 4.0, \"avg_word_path\": 5.333333333, \"phish_hints\": 4, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 1, \"whois_registered_domain\": 0, \"domain_registration_length\": 192, \"domain_age\": 173, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 77, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.025974026, \"ratio_digits_host\": 0.153846154, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 1, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 8, \"longest_word_host\": 4, \"longest_word_path\": 8, \"avg_words_raw\": 5.166666667, \"avg_word_host\": 3.5, \"avg_word_path\": 6.0, \"phish_hints\": 1, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 226, \"domain_age\": 9637, \"web_traffic\": 147, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.081632653, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 5, \"avg_words_raw\": 4.666666667, \"avg_word_host\": 5.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 227, \"domain_age\": 5616, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.022222222, \"ratio_digits_host\": 0.037037037, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 6, \"avg_words_raw\": 4.666666667, \"avg_word_host\": 4.0, \"avg_word_path\": 5.333333333, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 905, \"domain_age\": 7130, \"web_traffic\": 12, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 4, \"avg_words_raw\": 6.0, \"avg_word_host\": 7.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 2, \"shortest_words_raw\": 4, \"shortest_word_host\": 6, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 7, \"avg_words_raw\": 6.6, \"avg_word_host\": 7.5, \"avg_word_path\": 6.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 162, \"domain_age\": 3126, \"web_traffic\": 7603384, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 48, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 37, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 4, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 4, \"avg_words_raw\": 4.5, \"avg_word_host\": 4.666666667, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 218, \"domain_age\": 5626, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 54, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.111111111, \"ratio_digits_host\": 0.162162162, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 13, \"shortest_word_host\": 13, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 13.0, \"avg_word_host\": 13.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 66, \"domain_age\": 1759, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 23, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 6, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 6, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 5, \"shortest_word_path\": 1, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 4, \"avg_words_raw\": 3.125, \"avg_word_host\": 8.0, \"avg_word_path\": 1.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 123, \"domain_age\": 1337, \"web_traffic\": 22317, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 53, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 21, \"longest_word_host\": 21, \"longest_word_path\": 7, \"avg_words_raw\": 6.428571429, \"avg_word_host\": 12.0, \"avg_word_path\": 4.2, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 222, \"domain_age\": 2335, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 62, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 8, \"longest_words_raw\": 11, \"longest_word_host\": 6, \"longest_word_path\": 11, \"avg_words_raw\": 7.75, \"avg_word_host\": 6.0, \"avg_word_path\": 9.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 71, \"domain_age\": 2851, \"web_traffic\": 877707, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 2, \"shortest_words_raw\": 3, \"shortest_word_host\": 9, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 8, \"avg_words_raw\": 7.5, \"avg_word_host\": 9.5, \"avg_word_path\": 5.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 355, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 15, \"char_repeat\": 8, \"shortest_words_raw\": 2, \"shortest_word_host\": 14, \"shortest_word_path\": 2, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 13, \"avg_words_raw\": 5.4, \"avg_word_host\": 14.0, \"avg_word_path\": 4.785714286, \"phish_hints\": 4, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 140, \"domain_age\": 4609, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 105, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 10, \"avg_words_raw\": 6.428571429, \"avg_word_host\": 7.5, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 115, \"domain_age\": 2077, \"web_traffic\": 6416, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 63, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 40, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 5.166666667, \"avg_word_host\": 5.166666667, \"avg_word_path\": 0.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 217, \"domain_age\": 5627, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.06122449, \"ratio_digits_host\": 0.075, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 378774, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 168, \"domain_age\": 1658, \"web_traffic\": 3124494, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 301, \"domain_age\": 8944, \"web_traffic\": 944274, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 7, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 8, \"longest_word_path\": 9, \"avg_words_raw\": 6.6, \"avg_word_host\": 7.5, \"avg_word_path\": 6.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2202, \"domain_age\": 8024, \"web_traffic\": 88431, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 88, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 1, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 1, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 2, \"shortest_words_raw\": 4, \"shortest_word_host\": 6, \"shortest_word_path\": 4, \"longest_words_raw\": 17, \"longest_word_host\": 14, \"longest_word_path\": 17, \"avg_words_raw\": 10.55555556, \"avg_word_host\": 10.0, \"avg_word_path\": 10.71428571, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 523, \"domain_age\": 4225, \"web_traffic\": 11753, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 113, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.168141593, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 9, \"longest_word_path\": 10, \"avg_words_raw\": 6.75, \"avg_word_host\": 6.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 620, \"domain_age\": 8144, \"web_traffic\": 12364, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 72, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.013888889, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 5, \"shortest_word_host\": 7, \"shortest_word_path\": 5, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 7, \"avg_words_raw\": 6.333333333, \"avg_word_host\": 7.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 95, \"domain_age\": 636, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.027777778, \"ratio_digits_host\": 0.071428571, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 75, \"ip\": 0, \"nb_dots\": 16, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 17, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 4, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 5, \"avg_words_raw\": 4.823529412, \"avg_word_host\": 5.0, \"avg_word_path\": 4.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 355, \"domain_age\": 1837, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 110, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.254545455, \"ratio_digits_host\": 0.226666667, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 5, \"shortest_word_path\": 1, \"longest_words_raw\": 32, \"longest_word_host\": 6, \"longest_word_path\": 32, \"avg_words_raw\": 8.666666667000001, \"avg_word_host\": 5.5, \"avg_word_path\": 10.25, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2975, \"domain_age\": 8347, \"web_traffic\": 1, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 10, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 70, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.128571429, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 8, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 1, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 1, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 18, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 2, \"shortest_word_path\": 1, \"longest_words_raw\": 11, \"longest_word_host\": 6, \"longest_word_path\": 11, \"avg_words_raw\": 6.1111111110000005, \"avg_word_host\": 4.0, \"avg_word_path\": 6.375, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 703, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 138, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.02173913, \"ratio_digits_host\": 0.0, \"nb_redirection\": 3}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 3, \"longest_word_host\": 3, \"longest_word_path\": 0, \"avg_words_raw\": 3.0, \"avg_word_host\": 3.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 158, \"domain_age\": 9557, \"web_traffic\": 19025, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 19, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 1, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 8, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 8, \"avg_words_raw\": 6.833333333, \"avg_word_host\": 8.5, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 259, \"domain_age\": 9239, \"web_traffic\": 4803955, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 57, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 1, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 9, \"avg_words_raw\": 5.857142857, \"avg_word_host\": 6.0, \"avg_word_path\": 5.8, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": 12561, \"web_traffic\": 13684, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 58, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0172413789999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3992, \"web_traffic\": 5697976, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 126, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.174603175, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 7, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 7, \"avg_words_raw\": 9.0, \"avg_word_host\": 10.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2505, \"domain_age\": 6260, \"web_traffic\": 683, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 13, \"shortest_word_host\": 13, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 13.0, \"avg_word_host\": 13.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 333, \"domain_age\": 1493, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 23, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 16, \"shortest_word_path\": 3, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 15, \"avg_words_raw\": 10.5, \"avg_word_host\": 16.0, \"avg_word_path\": 8.666666667000001, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 189, \"domain_age\": 177, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 57, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 6, \"avg_words_raw\": 5.666666667, \"avg_word_host\": 7.5, \"avg_word_path\": 4.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 219, \"domain_age\": 5625, \"web_traffic\": 9416529, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 50, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 19, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 19, \"longest_word_path\": 32, \"avg_words_raw\": 15.75, \"avg_word_host\": 19.0, \"avg_word_path\": 14.66666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 77, \"domain_age\": 5767, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 77, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.194805195, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 5.5, \"avg_word_host\": 5.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2712, \"domain_age\": 4957, \"web_traffic\": 321038, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 25, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 7, \"longest_word_path\": 9, \"avg_words_raw\": 5.5, \"avg_word_host\": 4.0, \"avg_word_path\": 6.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1191, \"domain_age\": 7574, \"web_traffic\": 7508, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 63, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 47, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 0, \"shortest_words_raw\": 5, \"shortest_word_host\": 5, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.8, \"avg_word_host\": 7.8, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 584, \"domain_age\": 8181, \"web_traffic\": 178077, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 55, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 4, \"longest_word_path\": 15, \"avg_words_raw\": 5.9, \"avg_word_host\": 3.5, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 230, \"domain_age\": 135, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 79, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.063291139, \"ratio_digits_host\": 0.166666667, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 11, \"longest_word_host\": 10, \"longest_word_path\": 11, \"avg_words_raw\": 7.5, \"avg_word_host\": 6.5, \"avg_word_path\": 8.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 294, \"domain_age\": 9204, \"web_traffic\": 690, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 42, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 12, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 8.363636364, \"avg_word_host\": 8.75, \"avg_word_path\": 8.142857142999999, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3992, \"web_traffic\": 5697976, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 118, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.203389831, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 33, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 766, \"domain_age\": 5808, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.025, \"ratio_digits_host\": 0.03030303, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 4.75, \"avg_word_host\": 4.75, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 217, \"domain_age\": 5626, \"web_traffic\": 5064421, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.085714286, \"ratio_digits_host\": 0.115384615, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 597, \"domain_age\": 1960, \"web_traffic\": 5241816, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 15, \"shortest_word_path\": 4, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 6, \"avg_words_raw\": 8.333333332999999, \"avg_word_host\": 15.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 70, \"domain_age\": 1757, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 38, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.1578947369999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 7, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 7, \"avg_words_raw\": 7.333333333, \"avg_word_host\": 7.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1050, \"domain_age\": 5158, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 8, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 7, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.5, \"avg_word_path\": 4.875, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 203, \"domain_age\": 3814, \"web_traffic\": 236842, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 72, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.069444444, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 4, \"longest_word_host\": 4, \"longest_word_path\": 2, \"avg_words_raw\": 3.0, \"avg_word_host\": 3.5, \"avg_word_path\": 2.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 740, \"domain_age\": -1, \"web_traffic\": 1187803, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 1, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 318, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 25, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 52, \"domain_age\": 1408, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 25, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 14, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 21, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 4, \"shortest_word_path\": 2, \"longest_words_raw\": 14, \"longest_word_host\": 6, \"longest_word_path\": 14, \"avg_words_raw\": 6.476190476, \"avg_word_host\": 5.0, \"avg_word_path\": 6.631578947, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 723, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 170, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.047058824, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 12, \"longest_word_host\": 8, \"longest_word_path\": 12, \"avg_words_raw\": 6.5, \"avg_word_host\": 5.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1931, \"domain_age\": 7199, \"web_traffic\": 2243, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 55, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 8, \"longest_word_host\": 6, \"longest_word_path\": 8, \"avg_words_raw\": 5.6, \"avg_word_host\": 4.5, \"avg_word_path\": 5.875, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2751, \"domain_age\": 5284, \"web_traffic\": 15208, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 76, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.105263158, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 15, \"shortest_word_host\": 15, \"shortest_word_path\": 0, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 0, \"avg_words_raw\": 15.0, \"avg_word_host\": 15.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 128, \"domain_age\": 4633, \"web_traffic\": 1218702, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 2, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 8.5, \"avg_word_host\": 8.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 1, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 363, \"domain_age\": 1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 1, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 2, \"shortest_words_raw\": 3, \"shortest_word_host\": 10, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 3, \"avg_words_raw\": 8.0, \"avg_word_host\": 10.5, \"avg_word_path\": 3.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 122, \"domain_age\": 1338, \"web_traffic\": 22211, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.216216216, \"ratio_digits_host\": 0.32, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 7, \"longest_word_path\": 10, \"avg_words_raw\": 5.333333333, \"avg_word_host\": 5.0, \"avg_word_path\": 5.5, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 51, \"domain_age\": 1776, \"web_traffic\": 2402905, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.020408163, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 15, \"domain_age\": 4003, \"web_traffic\": 5816617, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 127, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.141732283, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 6, \"avg_words_raw\": 5.5, \"avg_word_host\": 6.5, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 372, \"domain_age\": -1, \"web_traffic\": 6129966, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 11, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 12, \"longest_word_host\": 7, \"longest_word_path\": 12, \"avg_words_raw\": 6.076923077000001, \"avg_word_host\": 5.0, \"avg_word_path\": 6.272727272999999, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 606, \"domain_age\": 9621, \"web_traffic\": 7902, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 102, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.049019608, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 4, \"shortest_word_path\": 1, \"longest_words_raw\": 26, \"longest_word_host\": 6, \"longest_word_path\": 26, \"avg_words_raw\": 7.8, \"avg_word_host\": 5.0, \"avg_word_path\": 8.5, \"phish_hints\": 2, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2974, \"domain_age\": 8347, \"web_traffic\": 1, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 10, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 99, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.090909091, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 197, \"domain_age\": 3091, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 2, \"shortest_words_raw\": 4, \"shortest_word_host\": 11, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 9, \"avg_words_raw\": 7.5, \"avg_word_host\": 11.0, \"avg_word_path\": 6.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 176, \"domain_age\": 4937, \"web_traffic\": 64385, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 1, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 9, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 7, \"avg_words_raw\": 7.0, \"avg_word_host\": 9.5, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 213, \"domain_age\": 2344, \"web_traffic\": 233673, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.02173913, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 4, \"avg_words_raw\": 4.0, \"avg_word_host\": 6.0, \"avg_word_path\": 3.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 621, \"domain_age\": 8144, \"web_traffic\": 12364, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 12, \"longest_word_host\": 3, \"longest_word_path\": 12, \"avg_words_raw\": 6.5, \"avg_word_host\": 3.0, \"avg_word_path\": 7.2, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 59, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 8, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 16, \"domain_age\": 4733, \"web_traffic\": 576147, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 42, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 5, \"shortest_words_raw\": 1, \"shortest_word_host\": 4, \"shortest_word_path\": 1, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 5, \"avg_words_raw\": 4.454545455, \"avg_word_host\": 9.5, \"avg_word_path\": 3.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 0, \"domain_registration_length\": 51, \"domain_age\": 5062, \"web_traffic\": 723831, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 70, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.242857143, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 42, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.833333333, \"avg_word_host\": 8.75, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 14, \"domain_age\": 4003, \"web_traffic\": 5816617, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 118, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.1949152539999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 10, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 8, \"avg_words_raw\": 5.25, \"avg_word_host\": 10.0, \"avg_word_path\": 4.571428571, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 211, \"domain_age\": 2345, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 60, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 6, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 6, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.5, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 222, \"domain_age\": 142, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 34, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.058823529, \"ratio_digits_host\": 0.1, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 5, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 6, \"longest_words_raw\": 6, \"longest_word_host\": 3, \"longest_word_path\": 6, \"avg_words_raw\": 3.4, \"avg_word_host\": 1.666666667, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 1, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 38, \"domain_age\": 3250, \"web_traffic\": 421761, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 380, \"domain_age\": 2906, \"web_traffic\": 213039, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 12, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 5, \"avg_words_raw\": 6.0, \"avg_word_host\": 12.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 84, \"domain_age\": 1377, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 38, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 373, \"domain_age\": 7296, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 8.5, \"avg_word_host\": 8.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 282, \"domain_age\": 7412, \"web_traffic\": 1561104, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 4, \"shortest_word_path\": 1, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 8, \"avg_words_raw\": 5.0, \"avg_word_host\": 8.5, \"avg_word_path\": 3.833333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 253, \"domain_age\": 5590, \"web_traffic\": 7807, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 60, \"nb_com\": 0, \"http_in_path\": 1, \"ratio_digits_url\": 0.05, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 49, \"domain_age\": -1, \"web_traffic\": 1853658, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 19, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 9, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 1276401, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 18, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 19, \"longest_word_path\": 32, \"avg_words_raw\": 13.2, \"avg_word_host\": 11.0, \"avg_word_path\": 14.66666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 76, \"domain_age\": 5767, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 81, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.185185185, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 6, \"nb_or\": 0, \"nb_eq\": 7, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 19, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 10, \"shortest_word_path\": 1, \"longest_words_raw\": 13, \"longest_word_host\": 10, \"longest_word_path\": 13, \"avg_words_raw\": 4.526315789, \"avg_word_host\": 10.0, \"avg_word_path\": 4.222222222, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 71, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 121, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.115702479, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 8, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 17, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 8, \"longest_word_path\": 9, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.5, \"avg_word_path\": 4.933333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 297, \"domain_age\": 5182, \"web_traffic\": 2693631, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 112, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.035714286, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 9, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 13, \"longest_words_raw\": 13, \"longest_word_host\": 6, \"longest_word_path\": 13, \"avg_words_raw\": 9.5, \"avg_word_host\": 6.0, \"avg_word_path\": 13.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 1, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 119, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 9.5, \"avg_word_host\": 9.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 359, \"domain_age\": 1101, \"web_traffic\": 0, \"dns_record\": 1, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 8, \"avg_words_raw\": 5.285714286, \"avg_word_host\": 7.5, \"avg_word_path\": 4.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 730, \"domain_age\": 7671, \"web_traffic\": 300, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 54, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 10, \"shortest_word_path\": 6, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 10, \"avg_words_raw\": 9.75, \"avg_word_host\": 11.5, \"avg_word_path\": 8.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 132, \"domain_age\": 7616, \"web_traffic\": 2190, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 53, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 11, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 5, \"avg_words_raw\": 6.666666667, \"avg_word_host\": 11.0, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 91, \"domain_age\": 1369, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 1, \"http_in_path\": 1, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 233, \"domain_age\": 2689, \"web_traffic\": 3229766, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 6, \"avg_words_raw\": 5.666666667, \"avg_word_host\": 7.5, \"avg_word_path\": 4.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 649, \"domain_age\": 6656, \"web_traffic\": 90283, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 50, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 61, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 1, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 4, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 20, \"longest_word_path\": 32, \"avg_words_raw\": 8.666666667000001, \"avg_word_host\": 8.666666667000001, \"avg_word_path\": 8.666666667000001, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 0, \"domain_registration_length\": 168, \"domain_age\": 1659, \"web_traffic\": 2580873, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 126, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.285714286, \"ratio_digits_host\": 0.2459016389999999, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 2, \"shortest_words_raw\": 4, \"shortest_word_host\": 7, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 7, \"longest_word_path\": 9, \"avg_words_raw\": 6.8, \"avg_word_host\": 7.0, \"avg_word_path\": 6.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 92156, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 57, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.070175439, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 6, \"avg_words_raw\": 5.25, \"avg_word_host\": 5.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 0, \"domain_registration_length\": 393, \"domain_age\": 9103, \"web_traffic\": 628316, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 17, \"longest_word_host\": 9, \"longest_word_path\": 17, \"avg_words_raw\": 7.0, \"avg_word_host\": 5.25, \"avg_word_path\": 10.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1963, \"domain_age\": 2784, \"web_traffic\": 71132, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 58, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 31, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 12, \"shortest_word_host\": 12, \"shortest_word_path\": 0, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 0, \"avg_words_raw\": 13.0, \"avg_word_host\": 13.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 149, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 9, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 20, \"longest_words_raw\": 20, \"longest_word_host\": 6, \"longest_word_path\": 20, \"avg_words_raw\": 13.0, \"avg_word_host\": 6.0, \"avg_word_path\": 20.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 69, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.108108108, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 12, \"shortest_word_host\": 12, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 12.0, \"avg_word_host\": 12.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 182661, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 10, \"shortest_words_raw\": 2, \"shortest_word_host\": 7, \"shortest_word_path\": 2, \"longest_words_raw\": 61, \"longest_word_host\": 8, \"longest_word_path\": 61, \"avg_words_raw\": 17.11111111, \"avg_word_host\": 7.5, \"avg_word_path\": 19.85714286, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 174, \"domain_age\": 8591, \"web_traffic\": 240656, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 177, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.242937853, \"ratio_digits_host\": 0.086956522, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 13, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 16, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 6, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 6, \"longest_word_path\": 9, \"avg_words_raw\": 5.3125, \"avg_word_host\": 6.0, \"avg_word_path\": 5.266666667, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3037, \"domain_age\": 5014, \"web_traffic\": 10118, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 112, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 7, \"avg_words_raw\": 4.75, \"avg_word_host\": 5.0, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 18, \"domain_age\": 5826, \"web_traffic\": 361265, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 5, \"longest_words_raw\": 32, \"longest_word_host\": 10, \"longest_word_path\": 32, \"avg_words_raw\": 10.57142857, \"avg_word_host\": 6.5, \"avg_word_path\": 12.2, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 94, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.234042553, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 6, \"longest_word_path\": 8, \"avg_words_raw\": 4.666666667, \"avg_word_host\": 4.5, \"avg_word_path\": 4.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 150, \"domain_age\": 6382, \"web_traffic\": 200403, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 34, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 5, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 6.75, \"avg_word_host\": 6.75, \"avg_word_path\": 0.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 655, \"domain_age\": 1535, \"web_traffic\": 4641, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 42, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.142857143, \"ratio_digits_host\": 0.176470588, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 8, \"longest_word_path\": 9, \"avg_words_raw\": 5.166666667, \"avg_word_host\": 5.5, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 169, \"domain_age\": 2388, \"web_traffic\": 1616, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 47, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 7, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 6, \"avg_words_raw\": 5.166666667, \"avg_word_host\": 7.5, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 372, \"domain_age\": 7297, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 48, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.125, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 251, \"domain_age\": 5169, \"web_traffic\": 61692, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 9, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 8, \"avg_words_raw\": 5.4, \"avg_word_host\": 9.0, \"avg_word_path\": 4.5, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 254, \"domain_age\": 477, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 42, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 2, \"shortest_words_raw\": 7, \"shortest_word_host\": 8, \"shortest_word_path\": 7, \"longest_words_raw\": 9, \"longest_word_host\": 8, \"longest_word_path\": 9, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 8.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 649, \"domain_age\": 7386, \"web_traffic\": 1213116, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 2, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 1, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 8, \"longest_word_path\": 11, \"avg_words_raw\": 6.1111111110000005, \"avg_word_host\": 5.5, \"avg_word_path\": 6.285714286, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 154, \"domain_age\": 2403, \"web_traffic\": 819233, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 76, \"nb_com\": 1, \"http_in_path\": 1, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 9, \"longest_words_raw\": 12, \"longest_word_host\": 11, \"longest_word_path\": 12, \"avg_words_raw\": 9.333333333, \"avg_word_host\": 7.0, \"avg_word_path\": 10.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1769, \"domain_age\": 4075, \"web_traffic\": 14263, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 73, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.02739726, \"ratio_digits_host\": 0.105263158, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 6, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 10, \"longest_word_path\": 32, \"avg_words_raw\": 8.0, \"avg_word_host\": 6.5, \"avg_word_path\": 8.375, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 122, \"domain_age\": 243, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 100, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.21, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 2, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 14, \"char_repeat\": 6, \"shortest_words_raw\": 1, \"shortest_word_host\": 9, \"shortest_word_path\": 1, \"longest_words_raw\": 40, \"longest_word_host\": 9, \"longest_word_path\": 40, \"avg_words_raw\": 9.785714286, \"avg_word_host\": 9.0, \"avg_word_path\": 9.846153846, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 253, \"domain_age\": 2668, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 163, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.27607362, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 8, \"longest_word_path\": 10, \"avg_words_raw\": 6.333333333, \"avg_word_host\": 5.5, \"avg_word_path\": 6.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1931, \"domain_age\": 7199, \"web_traffic\": 2243, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 54, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 29, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 10, \"shortest_word_host\": 10, \"shortest_word_path\": 0, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 0, \"avg_words_raw\": 12.0, \"avg_word_host\": 12.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 0, \"domain_registration_length\": 1360, \"domain_age\": 4484, \"web_traffic\": 262, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.162162162, \"ratio_digits_host\": 0.2068965519999999, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 7, \"shortest_word_host\": 7, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 587, \"domain_age\": 7448, \"web_traffic\": 3033274, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 16, \"longest_word_host\": 6, \"longest_word_path\": 16, \"avg_words_raw\": 6.166666667, \"avg_word_host\": 4.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 299, \"domain_age\": 7371, \"web_traffic\": 97473, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 53, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 5, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 11, \"longest_words_raw\": 11, \"longest_word_host\": 2, \"longest_word_path\": 11, \"avg_words_raw\": 6.5, \"avg_word_host\": 2.0, \"avg_word_path\": 11.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 132629, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.083333333, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 245, \"domain_age\": 2312, \"web_traffic\": 3457080, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 12, \"shortest_word_host\": 12, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 12.0, \"avg_word_host\": 12.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 128597, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 10, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 15, \"avg_words_raw\": 5.833333333, \"avg_word_host\": 9.5, \"avg_word_path\": 5.1, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 92, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.1195652169999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 7, \"longest_word_path\": 10, \"avg_words_raw\": 6.4, \"avg_word_host\": 5.0, \"avg_word_path\": 7.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 578, \"domain_age\": 9285, \"web_traffic\": 1132, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 48, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1041, \"domain_age\": 2610, \"web_traffic\": 3214269, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 4, \"longest_word_host\": 4, \"longest_word_path\": 0, \"avg_words_raw\": 3.5, \"avg_word_host\": 3.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 13, \"domain_age\": 2544, \"web_traffic\": 2369609, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 1, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 1, \"length_words_raw\": 14, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 2, \"shortest_word_path\": 1, \"longest_words_raw\": 6, \"longest_word_host\": 3, \"longest_word_path\": 6, \"avg_words_raw\": 2.428571429, \"avg_word_host\": 2.5, \"avg_word_path\": 2.4, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 1, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.25, \"ratio_digits_host\": 0.7692307690000001, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 9, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 13, \"shortest_word_path\": 1, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 9, \"avg_words_raw\": 5.230769231, \"avg_word_host\": 13.0, \"avg_word_path\": 4.583333333, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 191, \"domain_age\": 6057, \"web_traffic\": 41, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 92, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.076086957, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 10, \"longest_word_path\": 12, \"avg_words_raw\": 6.833333333, \"avg_word_host\": 6.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 75, \"domain_age\": -2, \"web_traffic\": 6684, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 56, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.107142857, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 6, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 7, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 19, \"longest_word_host\": 7, \"longest_word_path\": 19, \"avg_words_raw\": 6.6363636360000005, \"avg_word_host\": 5.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3433, \"domain_age\": 9350, \"web_traffic\": 105518, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 95, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.105263158, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 2, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 15, \"char_repeat\": 9, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 64, \"longest_word_host\": 15, \"longest_word_path\": 64, \"avg_words_raw\": 14.06666667, \"avg_word_host\": 9.0, \"avg_word_path\": 14.84615385, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 4872, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 235, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.425531915, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 9, \"longest_word_host\": 7, \"longest_word_path\": 9, \"avg_words_raw\": 5.375, \"avg_word_host\": 5.0, \"avg_word_path\": 5.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1417, \"domain_age\": 5887, \"web_traffic\": 184, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 61, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 3, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 6, \"avg_words_raw\": 4.666666667, \"avg_word_host\": 5.0, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 146, \"domain_age\": 7160, \"web_traffic\": 2336, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 43, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.139534884, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 4, \"avg_words_raw\": 4.4, \"avg_word_host\": 7.5, \"avg_word_path\": 2.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 226, \"domain_age\": 4521, \"web_traffic\": 7668130, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 7, \"longest_word_path\": 9, \"avg_words_raw\": 5.75, \"avg_word_host\": 5.0, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 208, \"domain_age\": 5636, \"web_traffic\": 2, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 38, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 5, \"longest_words_raw\": 8, \"longest_word_host\": 4, \"longest_word_path\": 8, \"avg_words_raw\": 5.166666667, \"avg_word_host\": 3.5, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 13, \"domain_age\": 8387, \"web_traffic\": 788213, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 47, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 4, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 8, \"avg_words_raw\": 6.125, \"avg_word_host\": 7.333333333, \"avg_word_path\": 5.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 0, \"domain_registration_length\": 269, \"domain_age\": 4478, \"web_traffic\": 188429, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 66, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.318181818, \"ratio_digits_host\": 0.2592592589999999, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 2, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 8.384615385, \"avg_word_host\": 8.4, \"avg_word_path\": 8.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 136, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.132352941, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 6, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 9, \"longest_word_host\": 8, \"longest_word_path\": 9, \"avg_words_raw\": 4.6363636360000005, \"avg_word_host\": 5.5, \"avg_word_path\": 4.444444444, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 60, \"domain_age\": 3958, \"web_traffic\": 1171381, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 72, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.097222222, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 11, \"avg_words_raw\": 7.25, \"avg_word_host\": 7.0, \"avg_word_path\": 7.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3454, \"domain_age\": 5311, \"web_traffic\": 39203, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 43, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 31, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 4, \"longest_words_raw\": 15, \"longest_word_host\": 14, \"longest_word_path\": 15, \"avg_words_raw\": 7.166666667, \"avg_word_host\": 6.0, \"avg_word_path\": 9.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 217, \"domain_age\": 5627, \"web_traffic\": 6517773, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 59, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 957, \"domain_age\": -1, \"web_traffic\": 901117, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 3, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 6, \"avg_words_raw\": 4.666666667, \"avg_word_host\": 5.0, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 150, \"domain_age\": 7156, \"web_traffic\": 2250, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 43, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.139534884, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 33, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 9, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 6, \"nb_or\": 0, \"nb_eq\": 7, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 14, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 40, \"char_repeat\": 11, \"shortest_words_raw\": 1, \"shortest_word_host\": 13, \"shortest_word_path\": 1, \"longest_words_raw\": 39, \"longest_word_host\": 15, \"longest_word_path\": 39, \"avg_words_raw\": 8.35, \"avg_word_host\": 14.0, \"avg_word_path\": 8.052631579, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 0, \"domain_registration_length\": 124, \"domain_age\": 6085, \"web_traffic\": 6816950, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 388, \"nb_com\": 1, \"http_in_path\": 1, \"ratio_digits_url\": 0.167525773, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 1, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 10, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 16, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 14, \"shortest_word_path\": 2, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 13, \"avg_words_raw\": 6.0625, \"avg_word_host\": 14.0, \"avg_word_path\": 5.533333333, \"phish_hints\": 4, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 139, \"domain_age\": 4609, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 123, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 8.25, \"avg_word_host\": 8.4, \"avg_word_path\": 8.142857142999999, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3992, \"web_traffic\": 5697976, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 125, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.144, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 8, \"avg_words_raw\": 6.8, \"avg_word_host\": 8.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 311, \"domain_age\": 7724, \"web_traffic\": 6808988, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 4, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 6, \"avg_words_raw\": 7.25, \"avg_word_host\": 9.5, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 298, \"domain_age\": 797, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 34, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 4, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 13, \"shortest_word_path\": 2, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 11, \"avg_words_raw\": 8.8, \"avg_word_host\": 14.5, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 644, \"domain_age\": 1546, \"web_traffic\": 4639, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 62, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.161290323, \"ratio_digits_host\": 0.235294118, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 17, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 13, \"avg_words_raw\": 7.0, \"avg_word_host\": 17.0, \"avg_word_path\": 5.571428571, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 362, \"domain_age\": 4752, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 74, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 7, \"avg_words_raw\": 4.5, \"avg_word_host\": 5.0, \"avg_word_path\": 4.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 206, \"domain_age\": 3081, \"web_traffic\": 1803451, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.045454545, \"ratio_digits_host\": 0.125, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 5, \"avg_words_raw\": 5.5, \"avg_word_host\": 6.5, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2417, \"domain_age\": 7810, \"web_traffic\": 29611, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 43, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 39, \"shortest_word_path\": 2, \"longest_words_raw\": 39, \"longest_word_host\": 39, \"longest_word_path\": 13, \"avg_words_raw\": 10.14285714, \"avg_word_host\": 39.0, \"avg_word_path\": 5.333333333, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 401, \"domain_age\": 330, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 88, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 10, \"shortest_word_host\": 10, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 10.0, \"avg_word_host\": 10.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 454, \"domain_age\": 7582, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 23, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 7, \"longest_word_host\": 6, \"longest_word_path\": 7, \"avg_words_raw\": 5.333333333, \"avg_word_host\": 4.666666667, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 259, \"domain_age\": 7777, \"web_traffic\": 13509, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 270, \"domain_age\": 5938, \"web_traffic\": 412706, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 31, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 1, \"statistical_report\": 2, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 77586, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 33, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 4, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 644, \"domain_age\": 1546, \"web_traffic\": 4669, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 42, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.071428571, \"ratio_digits_host\": 0.090909091, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 34, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 0, \"avg_words_raw\": 6.75, \"avg_word_host\": 6.75, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 287, \"domain_age\": 808, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 42, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.119047619, \"ratio_digits_host\": 0.147058824, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 5, \"nb_or\": 0, \"nb_eq\": 4, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 2, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 5, \"nb_dollar\": 0, \"nb_space\": 2, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 1, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 23, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 2, \"shortest_word_path\": 1, \"longest_words_raw\": 22, \"longest_word_host\": 3, \"longest_word_path\": 22, \"avg_words_raw\": 5.7826086960000005, \"avg_word_host\": 2.25, \"avg_word_path\": 6.526315789, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 1, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 150, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.2, \"ratio_digits_host\": 0.75, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 8, \"avg_words_raw\": 6.75, \"avg_word_host\": 7.5, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 38, \"domain_age\": 5987, \"web_traffic\": 202433, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.090909091, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 156, \"domain_age\": 3497, \"web_traffic\": 4177140, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 34, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 3, \"longest_word_host\": 3, \"longest_word_path\": 0, \"avg_words_raw\": 3.0, \"avg_word_host\": 3.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1769, \"domain_age\": 8822, \"web_traffic\": 1118419, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 19, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 0, \"avg_words_raw\": 11.0, \"avg_word_host\": 11.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 371, \"domain_age\": 7298, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 12, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 12, \"longest_word_path\": 32, \"avg_words_raw\": 10.4, \"avg_word_host\": 12.0, \"avg_word_path\": 10.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 360, \"domain_age\": 4, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 68, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.294117647, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 6, \"shortest_word_path\": 4, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 5, \"avg_words_raw\": 4.75, \"avg_word_host\": 6.0, \"avg_word_path\": 4.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 411, \"domain_age\": 8354, \"web_traffic\": 6425032, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 0, \"avg_words_raw\": 8.5, \"avg_word_host\": 8.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 355, \"domain_age\": 2567, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 41, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 2, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 1, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 9, \"avg_words_raw\": 5.1, \"avg_word_host\": 5.333333333, \"avg_word_path\": 4.75, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 228, \"domain_age\": 5616, \"web_traffic\": 5528499, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 73, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.04109589, \"ratio_digits_host\": 0.073170732, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 5, \"shortest_word_host\": 5, \"shortest_word_path\": 6, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 6, \"avg_words_raw\": 9.0, \"avg_word_host\": 10.5, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 956, \"domain_age\": 6349, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 4, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 6, \"longest_word_path\": 17, \"avg_words_raw\": 4.75, \"avg_word_host\": 4.5, \"avg_word_path\": 4.8, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1050, \"domain_age\": 5158, \"web_traffic\": 114, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 80, \"nb_com\": 1, \"http_in_path\": 1, \"ratio_digits_url\": 0.05, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 7, \"shortest_word_host\": 7, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 8.5, \"avg_word_host\": 8.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 672, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 30, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 22, \"longest_word_host\": 22, \"longest_word_path\": 0, \"avg_words_raw\": 12.5, \"avg_word_host\": 12.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 542, \"domain_age\": 4205, \"web_traffic\": 123397, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 5, \"shortest_word_path\": 2, \"longest_words_raw\": 11, \"longest_word_host\": 5, \"longest_word_path\": 11, \"avg_words_raw\": 5.75, \"avg_word_host\": 5.0, \"avg_word_path\": 5.857142857, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 369, \"domain_age\": -1, \"web_traffic\": 4429323, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 67, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.089552239, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 0, \"avg_words_raw\": 9.5, \"avg_word_host\": 9.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1038, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 9, \"avg_words_raw\": 6.4, \"avg_word_host\": 7.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 1, \"whois_registered_domain\": 0, \"domain_registration_length\": 196, \"domain_age\": 534, \"web_traffic\": 7375648, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 48, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.020833333, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 627905, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 16, \"longest_word_host\": 12, \"longest_word_path\": 16, \"avg_words_raw\": 6.666666667, \"avg_word_host\": 7.5, \"avg_word_path\": 6.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 733, \"domain_age\": 7668, \"web_traffic\": 301, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 56, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 6, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 5, \"longest_word_path\": 10, \"avg_words_raw\": 6.076923077000001, \"avg_word_host\": 3.333333333, \"avg_word_path\": 6.9, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 120, \"domain_age\": 1706, \"web_traffic\": 4830221, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 103, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.048543689, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 8, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 6, \"longest_word_path\": 8, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.5, \"avg_word_path\": 3.909090909, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1558, \"domain_age\": 9399, \"web_traffic\": 15, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 9, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 77, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.025974026, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 10, \"shortest_word_path\": 4, \"longest_words_raw\": 12, \"longest_word_host\": 10, \"longest_word_path\": 12, \"avg_words_raw\": 8.666666667000001, \"avg_word_host\": 10.0, \"avg_word_path\": 8.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 281, \"domain_age\": -2, \"web_traffic\": 196674, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.307692308, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 9, \"avg_words_raw\": 6.571428571, \"avg_word_host\": 9.5, \"avg_word_path\": 5.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 635, \"domain_age\": 5208, \"web_traffic\": 27898, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 63, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 7, \"shortest_word_host\": 7, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 108, \"domain_age\": 6466, \"web_traffic\": 4633956, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 8, \"shortest_word_path\": 3, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 5, \"avg_words_raw\": 7.25, \"avg_word_host\": 10.5, \"avg_word_path\": 4.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 645, \"domain_age\": 1546, \"web_traffic\": 4669, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0681818179999999, \"ratio_digits_host\": 0.115384615, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 5.5, \"avg_word_host\": 5.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 50, \"domain_age\": 3509, \"web_traffic\": 8127484, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 54, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 6, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.846153846, \"avg_word_host\": 7.5, \"avg_word_path\": 8.142857142999999, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3992, \"web_traffic\": 5697976, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 129, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.170542636, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 7, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 2, \"shortest_words_raw\": 4, \"shortest_word_host\": 17, \"shortest_word_path\": 4, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 11, \"avg_words_raw\": 7.8, \"avg_word_host\": 17.0, \"avg_word_path\": 6.777777778, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 216, \"domain_age\": 4533, \"web_traffic\": 506791, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 98, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 19, \"longest_word_host\": 10, \"longest_word_path\": 19, \"avg_words_raw\": 8.428571429, \"avg_word_host\": 6.5, \"avg_word_path\": 9.2, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 984, \"domain_age\": 5224, \"web_traffic\": 136, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 77, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.116883117, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 7, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 7, \"longest_word_path\": 11, \"avg_words_raw\": 6.2, \"avg_word_host\": 7.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 255, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.044444444, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 10, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 15, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 8, \"avg_words_raw\": 4.6, \"avg_word_host\": 7.5, \"avg_word_path\": 4.153846154, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 51, \"domain_age\": 5051, \"web_traffic\": 4813, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 94, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.074468085, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 4, \"longest_word_host\": 4, \"longest_word_path\": 0, \"avg_words_raw\": 3.5, \"avg_word_host\": 3.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 371, \"domain_age\": 7299, \"web_traffic\": 276245, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 20, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 41, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 2, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 1, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 9, \"avg_words_raw\": 5.1, \"avg_word_host\": 5.333333333, \"avg_word_path\": 4.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 228, \"domain_age\": 5616, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 73, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.068493151, \"ratio_digits_host\": 0.12195122, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 6, \"longest_word_path\": 9, \"avg_words_raw\": 6.0, \"avg_word_host\": 4.666666667, \"avg_word_path\": 6.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": 6677, \"web_traffic\": 4048517, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 73, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.01369863, \"ratio_digits_host\": 0.052631579, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 9.5, \"avg_word_host\": 9.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 370, \"domain_age\": 7299, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0625, \"ratio_digits_host\": 0.083333333, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 19, \"longest_word_host\": 19, \"longest_word_path\": 0, \"avg_words_raw\": 11.0, \"avg_word_host\": 11.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 62, \"domain_age\": 2860, \"web_traffic\": 657678, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 8, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 6, \"shortest_word_path\": 1, \"longest_words_raw\": 8, \"longest_word_host\": 6, \"longest_word_path\": 8, \"avg_words_raw\": 4.692307692, \"avg_word_host\": 6.0, \"avg_word_path\": 4.583333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 145, \"domain_age\": 6064, \"web_traffic\": 10507, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 85, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.105882353, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 32, \"longest_word_host\": 10, \"longest_word_path\": 32, \"avg_words_raw\": 10.8, \"avg_word_host\": 6.5, \"avg_word_path\": 13.66666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 1, \"whois_registered_domain\": 0, \"domain_registration_length\": 63, \"domain_age\": 303, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 69, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.260869565, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 8.25, \"avg_word_host\": 8.4, \"avg_word_path\": 8.142857142999999, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 126, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.222222222, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 8, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 5, \"shortest_word_host\": 5, \"shortest_word_path\": 23, \"longest_words_raw\": 23, \"longest_word_host\": 5, \"longest_word_path\": 23, \"avg_words_raw\": 14.0, \"avg_word_host\": 5.0, \"avg_word_path\": 23.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1012, \"domain_age\": 4465, \"web_traffic\": 20110, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 5.666666667, \"avg_word_host\": 5.666666667, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 260, \"domain_age\": 3026, \"web_traffic\": 718627, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 5, \"longest_words_raw\": 19, \"longest_word_host\": 19, \"longest_word_path\": 8, \"avg_words_raw\": 8.75, \"avg_word_host\": 11.0, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2333, \"domain_age\": 5701, \"web_traffic\": 109494, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 50, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 8.5, \"avg_word_host\": 8.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.068965517, \"ratio_digits_host\": 0.090909091, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 11, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 5, \"avg_words_raw\": 6.25, \"avg_word_host\": 11.0, \"avg_word_path\": 4.666666667, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 309, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0512820509999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 346, \"domain_age\": 5027, \"web_traffic\": 130992, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 33, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 20, \"longest_word_host\": 20, \"longest_word_path\": 0, \"avg_words_raw\": 14.0, \"avg_word_host\": 14.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 11, \"shortest_word_path\": 2, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 6, \"avg_words_raw\": 6.0, \"avg_word_host\": 11.0, \"avg_word_path\": 4.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 97, \"domain_age\": 268, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.076923077, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 4, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 10, \"avg_words_raw\": 5.666666667, \"avg_word_host\": 6.5, \"avg_word_path\": 5.428571429, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3148, \"domain_age\": 6348, \"web_traffic\": 188311, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 70, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 4.5, \"avg_word_host\": 4.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 96, \"domain_age\": 6111, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 4, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.5, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 104, \"domain_age\": 6471, \"web_traffic\": 73, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 7, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 7, \"avg_words_raw\": 9.0, \"avg_word_host\": 10.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2506, \"domain_age\": 6259, \"web_traffic\": 682, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 9, \"shortest_word_host\": 9, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 10.0, \"avg_word_host\": 10.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2137, \"domain_age\": 7724, \"web_traffic\": 246, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 123, \"domain_age\": 3165, \"web_traffic\": 799767, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 25, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.2, \"ratio_digits_host\": 0.3125, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 8, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 8, \"avg_words_raw\": 9.333333333, \"avg_word_host\": 10.0, \"avg_word_path\": 8.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2505, \"domain_age\": 6260, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 5, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 4, \"shortest_words_raw\": 6, \"shortest_word_host\": 7, \"shortest_word_path\": 6, \"longest_words_raw\": 36, \"longest_word_host\": 7, \"longest_word_path\": 36, \"avg_words_raw\": 12.8, \"avg_word_host\": 7.0, \"avg_word_path\": 13.44444444, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 149, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.281879195, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 7, \"avg_words_raw\": 5.833333333, \"avg_word_host\": 6.5, \"avg_word_path\": 5.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2784, \"domain_age\": 4156, \"web_traffic\": 136143, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 51, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 5, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 10, \"avg_words_raw\": 4.777777778, \"avg_word_host\": 6.5, \"avg_word_path\": 4.285714286, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 201, \"domain_age\": 8932, \"web_traffic\": 108957, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 63, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.079365079, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 4, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 6, \"avg_words_raw\": 5.666666667, \"avg_word_host\": 8.0, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 176, \"domain_age\": 2380, \"web_traffic\": 117179, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 51, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 33, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 10, \"shortest_word_path\": 2, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 5, \"avg_words_raw\": 6.0, \"avg_word_host\": 14.0, \"avg_word_path\": 3.714285714, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 43, \"domain_age\": 323, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 73, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.02739726, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 5, \"shortest_word_path\": 1, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 3, \"avg_words_raw\": 3.4, \"avg_word_host\": 6.0, \"avg_word_path\": 1.666666667, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 908, \"domain_age\": 9320, \"web_traffic\": 13, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 7, \"avg_words_raw\": 5.625, \"avg_word_host\": 6.5, \"avg_word_path\": 5.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 291, \"domain_age\": 4456, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 64, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 3}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 10, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 15, \"char_repeat\": 7, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 11, \"longest_word_host\": 5, \"longest_word_path\": 11, \"avg_words_raw\": 4.266666667, \"avg_word_host\": 4.0, \"avg_word_path\": 4.307692308, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 660, \"domain_age\": 12125, \"web_traffic\": 1000, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 89, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.06741573, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 39, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 2, \"longest_words_raw\": 22, \"longest_word_host\": 22, \"longest_word_path\": 7, \"avg_words_raw\": 5.75, \"avg_word_host\": 8.0, \"avg_word_path\": 3.5, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 228, \"domain_age\": 5615, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 65, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.307692308, \"ratio_digits_host\": 0.512820513, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 0, \"avg_words_raw\": 9.5, \"avg_word_host\": 9.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 276, \"domain_age\": 4107, \"web_traffic\": 666841, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 11, \"longest_word_host\": 10, \"longest_word_path\": 11, \"avg_words_raw\": 7.5, \"avg_word_host\": 6.5, \"avg_word_path\": 8.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 297, \"domain_age\": 9201, \"web_traffic\": 684, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 31, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 4.6, \"avg_word_host\": 4.6, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 203, \"domain_age\": 2718, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 190, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 8, \"longest_words_raw\": 8, \"longest_word_host\": 3, \"longest_word_path\": 8, \"avg_words_raw\": 4.333333333, \"avg_word_host\": 2.5, \"avg_word_path\": 8.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 170, \"domain_age\": -1, \"web_traffic\": 14056, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 7, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 7, \"avg_words_raw\": 7.333333333, \"avg_word_host\": 7.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 288, \"domain_age\": 4826, \"web_traffic\": 203194, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 42, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.833333333, \"avg_word_host\": 8.75, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 15, \"domain_age\": 4003, \"web_traffic\": 5816617, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 118, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.1949152539999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 13, \"longest_word_host\": 10, \"longest_word_path\": 13, \"avg_words_raw\": 7.666666667, \"avg_word_host\": 6.5, \"avg_word_path\": 8.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 323, \"domain_age\": 9172, \"web_traffic\": 617, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 63, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 16, \"shortest_word_host\": 16, \"shortest_word_path\": 0, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 0, \"avg_words_raw\": 16.0, \"avg_word_host\": 16.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": 1557, \"web_traffic\": 6126546, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 546, \"domain_age\": 8220, \"web_traffic\": 970759, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 8, \"longest_words_raw\": 11, \"longest_word_host\": 6, \"longest_word_path\": 11, \"avg_words_raw\": 7.75, \"avg_word_host\": 6.0, \"avg_word_path\": 9.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 71, \"domain_age\": 2851, \"web_traffic\": 877707, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 32, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 19, \"longest_word_host\": 19, \"longest_word_path\": 0, \"avg_words_raw\": 13.5, \"avg_word_host\": 13.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 371, \"domain_age\": 7298, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 36, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 8, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 8, \"avg_words_raw\": 6.0, \"avg_word_host\": 5.6, \"avg_word_path\": 8.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 373, \"domain_age\": 7296, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 54, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 3, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 8, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 8, \"avg_words_raw\": 5.2, \"avg_word_host\": 8.0, \"avg_word_path\": 4.888888889, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3083, \"domain_age\": -1, \"web_traffic\": 31746, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 75, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.066666667, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 5.25, \"avg_word_host\": 5.25, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 247, \"domain_age\": 2675, \"web_traffic\": 611434, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 8, \"avg_words_raw\": 6.8, \"avg_word_host\": 7.5, \"avg_word_path\": 6.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 261, \"domain_age\": 4487, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 51, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 2, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 0, \"longest_words_raw\": 4, \"longest_word_host\": 4, \"longest_word_path\": 0, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 412065, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 18, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 0, \"domain_registration_length\": 242, \"domain_age\": 1950, \"web_traffic\": 341948, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 333, \"domain_age\": 9163, \"web_traffic\": 210636, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 9, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 101, \"domain_age\": 5378, \"web_traffic\": 1838457, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 18, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 32, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 28, \"shortest_word_path\": 3, \"longest_words_raw\": 28, \"longest_word_host\": 28, \"longest_word_path\": 5, \"avg_words_raw\": 12.0, \"avg_word_host\": 28.0, \"avg_word_path\": 4.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 359, \"domain_age\": 5, \"web_traffic\": 0, \"dns_record\": 1, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 50, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 9, \"longest_word_path\": 11, \"avg_words_raw\": 6.2, \"avg_word_host\": 6.0, \"avg_word_path\": 6.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 1, \"whois_registered_domain\": 0, \"domain_registration_length\": 266, \"domain_age\": 98, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.02173913, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 0, \"avg_words_raw\": 8.5, \"avg_word_host\": 8.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 164, \"domain_age\": 932, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 7, \"longest_word_host\": 5, \"longest_word_path\": 7, \"avg_words_raw\": 4.888888889, \"avg_word_host\": 4.0, \"avg_word_path\": 5.1428571430000005, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1486, \"domain_age\": 8375, \"web_traffic\": 31104, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 63, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 7, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 8, \"avg_words_raw\": 6.6, \"avg_word_host\": 8.0, \"avg_word_path\": 5.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 602, \"domain_age\": 6338, \"web_traffic\": 289, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 2, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 241, \"domain_age\": 2316, \"web_traffic\": 7064820, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 5.666666667, \"avg_word_host\": 5.666666667, \"avg_word_path\": 0.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 69, \"domain_age\": 1756, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 8, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 5, \"shortest_word_path\": 1, \"longest_words_raw\": 8, \"longest_word_host\": 5, \"longest_word_path\": 8, \"avg_words_raw\": 4.666666667, \"avg_word_host\": 5.0, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 302, \"domain_age\": -1, \"web_traffic\": 21319, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.111111111, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 33, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 20, \"longest_word_host\": 20, \"longest_word_path\": 0, \"avg_words_raw\": 14.0, \"avg_word_host\": 14.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 42, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 4.571428571, \"avg_word_host\": 4.571428571, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 218, \"domain_age\": 5992, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 50, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.08, \"ratio_digits_host\": 0.095238095, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 8, \"avg_words_raw\": 7.333333333, \"avg_word_host\": 10.5, \"avg_word_path\": 5.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 255, \"domain_age\": 8145, \"web_traffic\": 89705, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 60, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 5, \"shortest_word_host\": 9, \"shortest_word_path\": 5, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 5, \"avg_words_raw\": 7.0, \"avg_word_host\": 9.0, \"avg_word_path\": 5.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 369, \"domain_age\": 2188, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 3}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 8, \"shortest_word_path\": 3, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 3, \"avg_words_raw\": 6.75, \"avg_word_host\": 10.5, \"avg_word_path\": 3.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 351, \"domain_age\": 8049, \"web_traffic\": 1590, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 314, \"domain_age\": -1, \"web_traffic\": 2537042, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 32, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 11, \"shortest_word_host\": 11, \"shortest_word_path\": 0, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 0, \"avg_words_raw\": 13.5, \"avg_word_host\": 13.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 948, \"domain_age\": 7086, \"web_traffic\": 18263, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.025, \"ratio_digits_host\": 0.03125, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 7, \"shortest_word_host\": 13, \"shortest_word_path\": 7, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 7, \"avg_words_raw\": 10.0, \"avg_word_host\": 13.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 711, \"domain_age\": 7689, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 3}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 4, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 15, \"char_repeat\": 8, \"shortest_words_raw\": 3, \"shortest_word_host\": 11, \"shortest_word_path\": 3, \"longest_words_raw\": 64, \"longest_word_host\": 11, \"longest_word_path\": 64, \"avg_words_raw\": 14.66666667, \"avg_word_host\": 11.0, \"avg_word_path\": 14.92857143, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 125, \"domain_age\": 241, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 245, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.408163265, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1331, \"domain_age\": 8165, \"web_traffic\": 416867, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 13, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 1, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 1, \"length_words_raw\": 13, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 3, \"longest_word_path\": 8, \"avg_words_raw\": 3.769230769, \"avg_word_host\": 2.5, \"avg_word_path\": 4.333333333, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 1, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 1, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 54, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.185185185, \"ratio_digits_host\": 0.7692307690000001, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 3, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 3, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 14, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 2, \"shortest_word_path\": 1, \"longest_words_raw\": 38, \"longest_word_host\": 10, \"longest_word_path\": 38, \"avg_words_raw\": 6.642857143, \"avg_word_host\": 5.666666667, \"avg_word_path\": 6.909090909, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 381, \"domain_age\": 8019, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 120, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.083333333, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 5, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 15, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 11, \"shortest_word_path\": 1, \"longest_words_raw\": 12, \"longest_word_host\": 11, \"longest_word_path\": 12, \"avg_words_raw\": 4.866666667, \"avg_word_host\": 11.0, \"avg_word_path\": 4.428571429, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 264, \"domain_age\": -1, \"web_traffic\": 1027982, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 98, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.479591837, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 7, \"longest_word_path\": 11, \"avg_words_raw\": 6.333333333, \"avg_word_host\": 5.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 224, \"domain_age\": 8175, \"web_traffic\": 8725, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 55, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 9, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 7, \"longest_words_raw\": 16, \"longest_word_host\": 9, \"longest_word_path\": 16, \"avg_words_raw\": 8.428571429, \"avg_word_host\": 6.0, \"avg_word_path\": 9.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 735, \"domain_age\": 9309, \"web_traffic\": 6098, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 77, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.1558441559999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 189, \"domain_age\": 8596, \"web_traffic\": 572944, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 25, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 4, \"nb_or\": 0, \"nb_eq\": 5, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 4, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 4, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 4, \"longest_words_raw\": 21, \"longest_word_host\": 8, \"longest_word_path\": 21, \"avg_words_raw\": 9.0, \"avg_word_host\": 6.0, \"avg_word_path\": 9.6, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 158, \"domain_age\": 9338, \"web_traffic\": 21, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 132, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.212121212, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 1770667, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 9, \"avg_words_raw\": 5.666666667, \"avg_word_host\": 6.5, \"avg_word_path\": 5.25, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 114, \"domain_age\": 6460, \"web_traffic\": 467993, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 51, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.039215686, \"ratio_digits_host\": 0.111111111, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 7, \"longest_word_path\": 11, \"avg_words_raw\": 6.0, \"avg_word_host\": 5.0, \"avg_word_path\": 7.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 189, \"domain_age\": 7846, \"web_traffic\": 155617, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 14, \"longest_word_host\": 12, \"longest_word_path\": 14, \"avg_words_raw\": 6.0, \"avg_word_host\": 7.5, \"avg_word_path\": 5.4, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 140, \"domain_age\": 590, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 60, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 2, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 8, \"avg_words_raw\": 4.666666667, \"avg_word_host\": 5.5, \"avg_word_path\": 4.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 320, \"domain_age\": 3332, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 3}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 10.5, \"avg_word_host\": 10.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 54, \"domain_age\": 3598, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.1212121209999999, \"ratio_digits_host\": 0.16, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 4, \"longest_word_path\": 12, \"avg_words_raw\": 5.555555556, \"avg_word_host\": 3.5, \"avg_word_path\": 6.142857143, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 116, \"domain_age\": 7919, \"web_traffic\": 5638, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 69, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.101449275, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 8, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 4, \"longest_words_raw\": 5, \"longest_word_host\": 4, \"longest_word_path\": 5, \"avg_words_raw\": 4.333333333, \"avg_word_host\": 4.0, \"avg_word_path\": 4.5, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 1782754, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 45, \"ip\": 1, \"nb_dots\": 8, \"nb_hyphens\": 2, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 1, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 15, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 2, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 9, \"avg_words_raw\": 5.533333333, \"avg_word_host\": 6.0, \"avg_word_path\": 5.222222222, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 1, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 228, \"domain_age\": 5616, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 109, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.155963303, \"ratio_digits_host\": 0.3777777779999999, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 42, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 0, \"avg_words_raw\": 8.75, \"avg_word_host\": 8.75, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 0, \"domain_registration_length\": 106, \"domain_age\": 625, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 50, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": 7456, \"web_traffic\": 397287, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 4, \"longest_word_path\": 12, \"avg_words_raw\": 6.222222222, \"avg_word_host\": 3.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 99, \"domain_age\": 10127, \"web_traffic\": 154327, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 76, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.078947368, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 8, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 8, \"avg_words_raw\": 7.666666667, \"avg_word_host\": 7.5, \"avg_word_path\": 8.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 47, \"domain_age\": 1048, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 46, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 7, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.461538462, \"avg_word_host\": 7.6, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 124, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.1209677419999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 7.666666667, \"avg_word_host\": 7.666666667, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 22, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 2, \"nb_and\": 7, \"nb_or\": 0, \"nb_eq\": 8, \"nb_underscore\": 11, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 20, \"nb_star\": 0, \"nb_colon\": 5, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 1, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 60, \"char_repeat\": 6, \"shortest_words_raw\": 1, \"shortest_word_host\": 2, \"shortest_word_path\": 1, \"longest_words_raw\": 17, \"longest_word_host\": 6, \"longest_word_path\": 17, \"avg_words_raw\": 4.633333333, \"avg_word_host\": 4.25, \"avg_word_path\": 4.660714286, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 1, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 482, \"domain_age\": 1709, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 359, \"nb_com\": 0, \"http_in_path\": 4, \"ratio_digits_url\": 0.019498607, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 1, \"nb_dots\": 7, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 3, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 3, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 22, \"char_repeat\": 8, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 30, \"longest_word_host\": 17, \"longest_word_path\": 30, \"avg_words_raw\": 7.954545455, \"avg_word_host\": 10.0, \"avg_word_path\": 7.75, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 311, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 208, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.225961538, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 6, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 7, \"avg_words_raw\": 6.0, \"avg_word_host\": 7.5, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 903, \"domain_age\": 7132, \"web_traffic\": 12, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1496, \"domain_age\": 3252, \"web_traffic\": 659809, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 8, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 8, \"longest_word_path\": 10, \"avg_words_raw\": 4.7, \"avg_word_host\": 8.0, \"avg_word_path\": 4.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 322, \"domain_age\": 5887, \"web_traffic\": 10549, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 68, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.117647059, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 8, \"avg_words_raw\": 5.6, \"avg_word_host\": 6.0, \"avg_word_path\": 5.333333333, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 188, \"domain_age\": 6006, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 42, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 237, \"domain_age\": 7432, \"web_traffic\": 1468946, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 1, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 1, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 5, \"shortest_word_host\": 13, \"shortest_word_path\": 5, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 8, \"avg_words_raw\": 8.666666667000001, \"avg_word_host\": 13.0, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 240, \"domain_age\": 1221, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.05, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 3, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 3, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 13, \"longest_word_host\": 12, \"longest_word_path\": 13, \"avg_words_raw\": 8.25, \"avg_word_host\": 7.5, \"avg_word_path\": 8.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1374, \"domain_age\": 5201, \"web_traffic\": 62156, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 84, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.071428571, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 5, \"shortest_word_host\": 5, \"shortest_word_path\": 6, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 11, \"avg_words_raw\": 8.5, \"avg_word_host\": 8.5, \"avg_word_path\": 8.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2696, \"domain_age\": 7530, \"web_traffic\": 23288, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 47, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.127659574, \"ratio_digits_host\": 0.285714286, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 15, \"shortest_word_path\": 1, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 12, \"avg_words_raw\": 8.2, \"avg_word_host\": 15.0, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 327, \"domain_age\": 2595, \"web_traffic\": 2597330, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 56, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 9, \"shortest_word_path\": 1, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 3, \"avg_words_raw\": 5.75, \"avg_word_host\": 9.5, \"avg_word_path\": 2.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 208, \"domain_age\": 2348, \"web_traffic\": 250649, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.025, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 5.5, \"avg_word_host\": 5.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 79, \"domain_age\": 5034, \"web_traffic\": 1372473, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 1, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 10, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 1, \"nb_dollar\": 0, \"nb_space\": 1, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 15, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 100, \"longest_word_host\": 3, \"longest_word_path\": 100, \"avg_words_raw\": 11.26666667, \"avg_word_host\": 3.0, \"avg_word_path\": 11.85714286, \"phish_hints\": 5, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 199, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.100502513, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 136, \"domain_age\": 2786, \"web_traffic\": 702387, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 3.333333333, \"avg_word_host\": 3.333333333, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 70, \"domain_age\": 2486, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 7, \"shortest_word_path\": 3, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 5, \"avg_words_raw\": 5.0, \"avg_word_host\": 7.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 181, \"domain_age\": 7489, \"web_traffic\": 63, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 971, \"domain_age\": 11083, \"web_traffic\": 3822, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 25, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 2, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 5, \"shortest_word_host\": 10, \"shortest_word_path\": 5, \"longest_words_raw\": 32, \"longest_word_host\": 10, \"longest_word_path\": 32, \"avg_words_raw\": 14.75, \"avg_word_host\": 10.0, \"avg_word_path\": 16.33333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 365, \"domain_age\": 2192, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 75, \"nb_com\": 0, \"http_in_path\": 1, \"ratio_digits_url\": 0.253333333, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 30, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 22, \"longest_word_host\": 22, \"longest_word_path\": 0, \"avg_words_raw\": 12.5, \"avg_word_host\": 12.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 733, \"domain_age\": 7667, \"web_traffic\": 1715671, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 38, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 31, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 0, \"avg_words_raw\": 13.0, \"avg_word_host\": 13.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 38, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 5, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 9, \"longest_word_host\": 6, \"longest_word_path\": 9, \"avg_words_raw\": 4.714285714, \"avg_word_host\": 4.5, \"avg_word_path\": 4.8, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 57, \"domain_age\": 4326, \"web_traffic\": 122153, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 50, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.02, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 9, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 15, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 10, \"longest_word_path\": 12, \"avg_words_raw\": 6.133333333, \"avg_word_host\": 6.5, \"avg_word_path\": 6.076923077000001, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1526, \"domain_age\": -1, \"web_traffic\": 3638954, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 117, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 3}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 14, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 2, \"nb_and\": 3, \"nb_or\": 0, \"nb_eq\": 4, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 1, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 2, \"nb_comma\": 0, \"nb_semicolumn\": 3, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 1, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 22, \"char_repeat\": 9, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 16, \"longest_word_host\": 6, \"longest_word_path\": 16, \"avg_words_raw\": 6.272727272999999, \"avg_word_host\": 4.5, \"avg_word_path\": 6.45, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2974, \"domain_age\": 8348, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 173, \"nb_com\": 0, \"http_in_path\": 1, \"ratio_digits_url\": 0.144508671, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 6, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 9, \"avg_words_raw\": 6.571428571, \"avg_word_host\": 10.5, \"avg_word_path\": 5.0, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 781, \"domain_age\": 5062, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 64, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.09375, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 31, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 0, \"avg_words_raw\": 13.0, \"avg_word_host\": 13.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 38, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 7, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 11, \"avg_words_raw\": 6.583333333, \"avg_word_host\": 9.5, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2100, \"domain_age\": 6301, \"web_traffic\": 1416073, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 102, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 6, \"avg_words_raw\": 5.2, \"avg_word_host\": 7.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 341, \"domain_age\": 6964, \"web_traffic\": 8438897, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 42, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.023809524, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 10, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1881, \"domain_age\": 8710, \"web_traffic\": 3682, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 10, \"avg_words_raw\": 5.5, \"avg_word_host\": 8.0, \"avg_word_path\": 4.875, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 175, \"domain_age\": 5304, \"web_traffic\": 4171, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 76, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.052631579, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 6, \"avg_words_raw\": 5.5, \"avg_word_host\": 6.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 69, \"domain_age\": 7602, \"web_traffic\": 2368410, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 10, \"longest_word_host\": 8, \"longest_word_path\": 10, \"avg_words_raw\": 5.2, \"avg_word_host\": 5.5, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1934, \"domain_age\": 7196, \"web_traffic\": 2202, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 246, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 18, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 40, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 4, \"avg_words_raw\": 4.875, \"avg_word_host\": 5.166666667, \"avg_word_path\": 4.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 217, \"domain_age\": 5627, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 57, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.052631579, \"ratio_digits_host\": 0.075, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 0, \"shortest_words_raw\": 5, \"shortest_word_host\": 5, \"shortest_word_path\": 6, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 9, \"avg_words_raw\": 7.4, \"avg_word_host\": 7.0, \"avg_word_path\": 7.666666667, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 285, \"domain_age\": 10674, \"web_traffic\": 23, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 54, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 8, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 6, \"shortest_word_path\": 1, \"longest_words_raw\": 11, \"longest_word_host\": 6, \"longest_word_path\": 11, \"avg_words_raw\": 5.615384615, \"avg_word_host\": 6.0, \"avg_word_path\": 5.583333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 882, \"domain_age\": 3501, \"web_traffic\": 3551602, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 96, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 6, \"longest_word_path\": 10, \"avg_words_raw\": 5.3, \"avg_word_host\": 5.0, \"avg_word_path\": 5.428571429, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 188, \"domain_age\": 1639, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 74, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.054054054, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 2, \"shortest_words_raw\": 3, \"shortest_word_host\": 13, \"shortest_word_path\": 3, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 6, \"avg_words_raw\": 7.333333333, \"avg_word_host\": 13.0, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 339, \"domain_age\": 2948, \"web_traffic\": 8035356, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 8.5, \"avg_word_host\": 8.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.034482759, \"ratio_digits_host\": 0.045454545, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 688, \"domain_age\": 3695, \"web_traffic\": 5534473, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 7, \"shortest_word_path\": 3, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 3, \"avg_words_raw\": 5.0, \"avg_word_host\": 7.0, \"avg_word_path\": 3.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 180, \"domain_age\": 7490, \"web_traffic\": 63, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 23, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.043478261, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 3, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 14, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 2, \"shortest_word_path\": 1, \"longest_words_raw\": 27, \"longest_word_host\": 10, \"longest_word_path\": 27, \"avg_words_raw\": 6.785714286, \"avg_word_host\": 5.666666667, \"avg_word_path\": 7.090909091, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 381, \"domain_age\": 8019, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 122, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0491803279999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 16, \"shortest_word_host\": 16, \"shortest_word_path\": 0, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 0, \"avg_words_raw\": 16.0, \"avg_word_host\": 16.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 7910366, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 33, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 4, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 0, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 107, \"domain_age\": 6832, \"web_traffic\": 7474926, \"dns_record\": 1, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.073170732, \"ratio_digits_host\": 0.090909091, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 7, \"avg_words_raw\": 4.75, \"avg_word_host\": 4.75, \"avg_word_path\": 4.75, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 228, \"domain_age\": 5615, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 56, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.035714286, \"ratio_digits_host\": 0.076923077, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 8, \"avg_words_raw\": 6.25, \"avg_word_host\": 5.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 171, \"domain_age\": 8960, \"web_traffic\": 581, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 8, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 4, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 21, \"char_repeat\": 6, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 15, \"longest_word_host\": 3, \"longest_word_path\": 15, \"avg_words_raw\": 6.523809524, \"avg_word_host\": 3.0, \"avg_word_path\": 6.894736842, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 248, \"domain_age\": 125, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 169, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0236686389999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 5}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 23, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 50, \"longest_word_host\": 5, \"longest_word_path\": 50, \"avg_words_raw\": 11.66666667, \"avg_word_host\": 4.333333333, \"avg_word_path\": 19.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 0, \"domain_registration_length\": 290, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 85, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.4352941179999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 4.5, \"avg_word_host\": 4.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 1, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 360, \"domain_age\": 5, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 23, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 6, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 3, \"longest_word_host\": 3, \"longest_word_path\": 0, \"avg_words_raw\": 3.0, \"avg_word_host\": 3.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 177, \"domain_age\": 3110, \"web_traffic\": 2208902, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 15, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 9, \"shortest_word_path\": 1, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 6, \"avg_words_raw\": 3.2, \"avg_word_host\": 9.0, \"avg_word_path\": 2.555555556, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 53, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.018867925, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 4, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 10, \"avg_words_raw\": 7.076923077000001, \"avg_word_host\": 9.5, \"avg_word_path\": 6.6363636360000005, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3, \"domain_age\": -1, \"web_traffic\": 2509075, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 119, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.042016807, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 40, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 17, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 88, \"longest_word_host\": 19, \"longest_word_path\": 88, \"avg_words_raw\": 18.71428571, \"avg_word_host\": 8.25, \"avg_word_path\": 32.66666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 1, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 343, \"domain_age\": 4405, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 150, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.4866666670000001, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 5, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 7, \"avg_words_raw\": 5.181818182, \"avg_word_host\": 5.5, \"avg_word_path\": 5.1111111110000005, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 95, \"domain_age\": 5384, \"web_traffic\": 15400, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 78, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.076923077, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 6, \"avg_words_raw\": 5.333333333, \"avg_word_host\": 6.5, \"avg_word_path\": 4.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 327, \"domain_age\": 9169, \"web_traffic\": 599, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 9, \"longest_word_path\": 10, \"avg_words_raw\": 6.285714286, \"avg_word_host\": 6.0, \"avg_word_path\": 6.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 689, \"domain_age\": 3329, \"web_traffic\": 197818, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 62, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 31, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 6, \"shortest_word_host\": 7, \"shortest_word_path\": 6, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 9, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.333333332999999, \"avg_word_path\": 7.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 63, \"domain_age\": 2128, \"web_traffic\": 17377, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 56, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 4, \"shortest_word_host\": 5, \"shortest_word_path\": 4, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 12, \"avg_words_raw\": 7.888888888999999, \"avg_word_host\": 9.0, \"avg_word_path\": 7.571428571, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 278, \"domain_age\": 11046, \"web_traffic\": 545, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 90, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.055555556, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 9, \"avg_words_raw\": 6.428571429, \"avg_word_host\": 7.0, \"avg_word_path\": 6.2, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1685, \"domain_age\": 8176, \"web_traffic\": 1489770, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 63, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 5, \"longest_word_path\": 10, \"avg_words_raw\": 4.833333333, \"avg_word_host\": 4.0, \"avg_word_path\": 5.25, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 255, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 47, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.063829787, \"ratio_digits_host\": 0.2, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 6, \"shortest_word_path\": 2, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 6, \"avg_words_raw\": 4.5, \"avg_word_host\": 6.0, \"avg_word_path\": 4.2, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 139, \"domain_age\": 2418, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.022222222, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 4, \"longest_words_raw\": 8, \"longest_word_host\": 5, \"longest_word_path\": 8, \"avg_words_raw\": 5.25, \"avg_word_host\": 4.5, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 30, \"domain_age\": 7275, \"web_traffic\": 265564, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 40, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 3, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 3, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 14, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 2, \"shortest_word_path\": 1, \"longest_words_raw\": 35, \"longest_word_host\": 22, \"longest_word_path\": 35, \"avg_words_raw\": 9.071428571, \"avg_word_host\": 11.33333333, \"avg_word_path\": 8.454545455, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 381, \"domain_age\": 8019, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 154, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.051948052, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 8, \"longest_word_path\": 9, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.5, \"avg_word_path\": 4.8, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 4693, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 52, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 5.5, \"avg_word_host\": 5.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 8579, \"web_traffic\": 466636, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 12, \"avg_words_raw\": 7.375, \"avg_word_host\": 9.0, \"avg_word_path\": 6.833333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 316, \"domain_age\": 7354, \"web_traffic\": 303835, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 77, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0779220779999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 2, \"longest_words_raw\": 5, \"longest_word_host\": 4, \"longest_word_path\": 5, \"avg_words_raw\": 3.375, \"avg_word_host\": 2.666666667, \"avg_word_path\": 3.8, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 173, \"domain_age\": 6402, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 1, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 5, \"shortest_word_host\": 10, \"shortest_word_path\": 5, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 5, \"avg_words_raw\": 8.666666667000001, \"avg_word_host\": 10.5, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 122, \"domain_age\": 1338, \"web_traffic\": 22211, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.2, \"ratio_digits_host\": 0.32, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 10, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 11, \"longest_word_path\": 32, \"avg_words_raw\": 8.6, \"avg_word_host\": 7.0, \"avg_word_path\": 9.0, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 146, \"domain_age\": 2046, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 106, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.198113208, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 8, \"avg_words_raw\": 6.166666667, \"avg_word_host\": 8.0, \"avg_word_path\": 5.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 335, \"domain_age\": 5509, \"web_traffic\": 1294, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 54, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 14, \"shortest_word_path\": 1, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 13, \"avg_words_raw\": 8.571428571, \"avg_word_host\": 14.0, \"avg_word_path\": 7.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 277, \"domain_age\": 454, \"web_traffic\": 7864522, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 79, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.075949367, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 5, \"shortest_word_path\": 1, \"longest_words_raw\": 29, \"longest_word_host\": 6, \"longest_word_path\": 29, \"avg_words_raw\": 5.727272727000001, \"avg_word_host\": 5.5, \"avg_word_path\": 5.777777778, \"phish_hints\": 1, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2974, \"domain_age\": 8348, \"web_traffic\": 1, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 10, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 85, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.070588235, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 6, \"avg_words_raw\": 5.2, \"avg_word_host\": 8.0, \"avg_word_path\": 3.333333333, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 247, \"domain_age\": 2674, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 8, \"avg_words_raw\": 5.8, \"avg_word_host\": 5.5, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 901, \"domain_age\": 7134, \"web_traffic\": 12, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 5, \"shortest_word_path\": 1, \"longest_words_raw\": 8, \"longest_word_host\": 6, \"longest_word_path\": 8, \"avg_words_raw\": 3.5, \"avg_word_host\": 5.5, \"avg_word_path\": 3.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 250, \"domain_age\": 5228, \"web_traffic\": 5819959, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 55, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.254545455, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 30, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 37, \"longest_words_raw\": 37, \"longest_word_host\": 17, \"longest_word_path\": 37, \"avg_words_raw\": 20.66666667, \"avg_word_host\": 12.5, \"avg_word_path\": 37.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2509, \"domain_age\": 6256, \"web_traffic\": 689, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 75, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 108, \"longest_word_host\": 10, \"longest_word_path\": 108, \"avg_words_raw\": 21.125, \"avg_word_host\": 6.5, \"avg_word_path\": 26.0, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 348, \"domain_age\": 383, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 190, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.205263158, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 4, \"avg_words_raw\": 4.6, \"avg_word_host\": 7.5, \"avg_word_path\": 2.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 307, \"domain_age\": 58, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 5, \"longest_words_raw\": 6, \"longest_word_host\": 5, \"longest_word_path\": 6, \"avg_words_raw\": 5.0, \"avg_word_host\": 4.0, \"avg_word_path\": 5.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 64, \"domain_age\": 8336, \"web_traffic\": 66410, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.048780488, \"ratio_digits_host\": 0.153846154, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 3477, \"web_traffic\": 7290834, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 7, \"avg_words_raw\": 7.333333333, \"avg_word_host\": 10.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 171, \"domain_age\": 1290, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 64, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 7, \"avg_words_raw\": 5.8, \"avg_word_host\": 7.5, \"avg_word_path\": 4.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 485, \"domain_age\": 7914, \"web_traffic\": 2450, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 47, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 6, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 6, \"longest_word_path\": 11, \"avg_words_raw\": 5.0, \"avg_word_host\": 4.5, \"avg_word_path\": 6.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 568, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 76, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 5, \"avg_words_raw\": 5.4, \"avg_word_host\": 7.0, \"avg_word_path\": 4.333333333, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 85, \"domain_age\": 5028, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 43, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 21, \"longest_word_host\": 21, \"longest_word_path\": 6, \"avg_words_raw\": 8.5, \"avg_word_host\": 12.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 83, \"domain_age\": 7588, \"web_traffic\": 2928750, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 48, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.041666667, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 8, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 127, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.165354331, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 4, \"avg_words_raw\": 5.0, \"avg_word_host\": 6.5, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 989, \"domain_age\": -1, \"web_traffic\": 8161447, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 265, \"domain_age\": 1561, \"web_traffic\": 133791, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 21, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 8, \"longest_word_host\": 4, \"longest_word_path\": 8, \"avg_words_raw\": 5.0, \"avg_word_host\": 3.333333333, \"avg_word_path\": 6.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 295, \"domain_age\": 5913, \"web_traffic\": 86462, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 52, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 4, \"avg_words_raw\": 4.8, \"avg_word_host\": 8.5, \"avg_word_path\": 2.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 161, \"domain_age\": 570, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.025641026, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 8, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 8, \"avg_words_raw\": 5.0, \"avg_word_host\": 8.0, \"avg_word_path\": 4.571428571, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 10, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 62, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0161290319999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 2, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 10, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 32, \"longest_word_host\": 11, \"longest_word_path\": 32, \"avg_words_raw\": 8.875, \"avg_word_host\": 7.0, \"avg_word_path\": 9.5, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 1, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 78, \"domain_age\": 2113, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 90, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.322222222, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 10, \"shortest_word_host\": 10, \"shortest_word_path\": 17, \"longest_words_raw\": 17, \"longest_word_host\": 10, \"longest_word_path\": 17, \"avg_words_raw\": 13.5, \"avg_word_host\": 10.0, \"avg_word_path\": 17.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 43, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 10, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 17, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 17, \"longest_word_path\": 32, \"avg_words_raw\": 8.8, \"avg_word_host\": 17.0, \"avg_word_path\": 7.888888888999999, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 372, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 107, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.168224299, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 4, \"longest_word_host\": 4, \"longest_word_path\": 3, \"avg_words_raw\": 2.75, \"avg_word_host\": 3.5, \"avg_word_path\": 2.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2261, \"domain_age\": 8756, \"web_traffic\": 84082, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.1034482759999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 5, \"avg_words_raw\": 5.5, \"avg_word_host\": 7.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2308, \"domain_age\": 7294, \"web_traffic\": 15045, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 9, \"shortest_word_host\": 10, \"shortest_word_path\": 9, \"longest_words_raw\": 11, \"longest_word_host\": 10, \"longest_word_path\": 11, \"avg_words_raw\": 10.0, \"avg_word_host\": 10.0, \"avg_word_path\": 10.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1897, \"domain_age\": 1756, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 66, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 8, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 3, \"nb_or\": 0, \"nb_eq\": 4, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 13, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 3, \"nb_dollar\": 0, \"nb_space\": 5, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 32, \"char_repeat\": 6, \"shortest_words_raw\": 2, \"shortest_word_host\": 4, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 8, \"longest_word_path\": 17, \"avg_words_raw\": 6.59375, \"avg_word_host\": 6.0, \"avg_word_path\": 6.633333333, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 158, \"domain_age\": 9338, \"web_traffic\": 21, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 255, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.329411765, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 232, \"domain_age\": 7371, \"web_traffic\": 1394111, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2972, \"domain_age\": 8350, \"web_traffic\": 1, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 53, \"domain_age\": 7253, \"web_traffic\": 943419, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 21, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 14, \"longest_word_host\": 10, \"longest_word_path\": 14, \"avg_words_raw\": 7.875, \"avg_word_host\": 6.5, \"avg_word_path\": 8.333333332999999, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 985, \"domain_age\": 5223, \"web_traffic\": 136, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 82, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.048780488, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 7, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 14, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 6, \"longest_word_host\": 4, \"longest_word_path\": 6, \"avg_words_raw\": 4.071428571, \"avg_word_host\": 3.5, \"avg_word_path\": 4.166666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1675, \"domain_age\": 9284, \"web_traffic\": 154918, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 82, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 4.5, \"avg_word_host\": 4.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 536, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 23, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 11, \"avg_words_raw\": 6.222222222, \"avg_word_host\": 10.0, \"avg_word_path\": 5.1428571430000005, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 718, \"domain_age\": 8047, \"web_traffic\": 22244, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 76, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.078947368, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 7, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 4, \"shortest_word_path\": 1, \"longest_words_raw\": 29, \"longest_word_host\": 4, \"longest_word_path\": 29, \"avg_words_raw\": 11.33333333, \"avg_word_host\": 4.0, \"avg_word_path\": 15.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 35, \"domain_age\": 2521, \"web_traffic\": 632751, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 7, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 47, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.106382979, \"ratio_digits_host\": 0.142857143, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 8.5, \"avg_word_host\": 8.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.068965517, \"ratio_digits_host\": 0.090909091, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 6, \"shortest_word_path\": 3, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 4, \"avg_words_raw\": 3.666666667, \"avg_word_host\": 6.0, \"avg_word_path\": 3.2, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 85, \"domain_age\": 3567, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 42, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 16, \"longest_words_raw\": 16, \"longest_word_host\": 12, \"longest_word_path\": 16, \"avg_words_raw\": 10.33333333, \"avg_word_host\": 7.5, \"avg_word_path\": 16.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 292, \"domain_age\": 4822, \"web_traffic\": 209887, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 128, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.140625, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 10, \"avg_words_raw\": 6.5, \"avg_word_host\": 8.0, \"avg_word_path\": 5.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 826, \"domain_age\": 6843, \"web_traffic\": 74297, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 56, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 9, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 0, \"longest_words_raw\": 4, \"longest_word_host\": 4, \"longest_word_path\": 0, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 2346124, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 16, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 28, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 32, \"longest_word_host\": 7, \"longest_word_path\": 32, \"avg_words_raw\": 9.444444444, \"avg_word_host\": 5.25, \"avg_word_path\": 12.8, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 79, \"domain_age\": 1016, \"web_traffic\": 1211946, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 104, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.201923077, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 115, \"domain_age\": 980, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 9, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 8, \"avg_words_raw\": 5.75, \"avg_word_host\": 9.0, \"avg_word_path\": 5.285714286, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1478, \"domain_age\": 7653, \"web_traffic\": 8657, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 65, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 8, \"avg_words_raw\": 5.5, \"avg_word_host\": 6.0, \"avg_word_path\": 5.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 346, \"domain_age\": 5132, \"web_traffic\": 1310, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 63, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 1, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 8, \"longest_word_path\": 11, \"avg_words_raw\": 5.875, \"avg_word_host\": 4.666666667, \"avg_word_path\": 6.6, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": 8592, \"web_traffic\": 4293, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 65, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.107692308, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 30, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 0, \"avg_words_raw\": 12.5, \"avg_word_host\": 12.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.027027027, \"ratio_digits_host\": 0.033333333, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 3, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 6, \"avg_words_raw\": 4.666666667, \"avg_word_host\": 5.0, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 147, \"domain_age\": 7159, \"web_traffic\": 2320, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 43, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.139534884, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 69, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 0, \"longest_words_raw\": 36, \"longest_word_host\": 36, \"longest_word_path\": 0, \"avg_words_raw\": 10.0, \"avg_word_host\": 10.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 217, \"domain_age\": 5627, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 78, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.115384615, \"ratio_digits_host\": 0.130434783, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7542, \"web_traffic\": 543661, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 17, \"shortest_word_path\": 6, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 6, \"avg_words_raw\": 11.5, \"avg_word_host\": 17.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 184, \"domain_age\": 1276, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 36, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.027777778, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 14, \"char_repeat\": 8, \"shortest_words_raw\": 2, \"shortest_word_host\": 14, \"shortest_word_path\": 2, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 13, \"avg_words_raw\": 5.714285714, \"avg_word_host\": 14.0, \"avg_word_path\": 5.076923077, \"phish_hints\": 4, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 140, \"domain_age\": 4609, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 105, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 5.5, \"avg_word_host\": 5.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 294, \"domain_age\": 4454, \"web_traffic\": 4794892, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 0, \"avg_words_raw\": 8.5, \"avg_word_host\": 8.5, \"avg_word_path\": 0.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 1, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 437, \"web_traffic\": 81638, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 34, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 1, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 4, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 4, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 7, \"longest_word_host\": 4, \"longest_word_path\": 7, \"avg_words_raw\": 4.461538462, \"avg_word_host\": 3.5, \"avg_word_path\": 4.6363636360000005, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 188, \"domain_age\": 8945, \"web_traffic\": 32, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 81, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0987654319999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 5, \"avg_words_raw\": 4.8, \"avg_word_host\": 5.5, \"avg_word_path\": 4.333333333, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 904, \"domain_age\": 7131, \"web_traffic\": 12, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.1, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 9, \"longest_word_host\": 6, \"longest_word_path\": 9, \"avg_words_raw\": 4.2, \"avg_word_host\": 4.5, \"avg_word_path\": 4.125, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": 3654, \"web_traffic\": 1664096, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 66, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 7, \"longest_word_path\": 10, \"avg_words_raw\": 6.0, \"avg_word_host\": 5.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 1999746, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 42, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 6, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 2, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 1, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 10, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 7, \"avg_words_raw\": 4.153846154, \"avg_word_host\": 10.0, \"avg_word_path\": 3.666666667, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 552, \"web_traffic\": 3672187, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 80, \"nb_com\": 1, \"http_in_path\": 1, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 5, \"shortest_word_host\": 5, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 5.333333333, \"avg_word_host\": 5.333333333, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 447, \"domain_age\": 8317, \"web_traffic\": 644, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 4}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 32, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 24, \"longest_word_host\": 24, \"longest_word_path\": 9, \"avg_words_raw\": 8.833333332999999, \"avg_word_host\": 13.5, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 110, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 70, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.042857143, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 1, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 20, \"longest_word_host\": 3, \"longest_word_path\": 20, \"avg_words_raw\": 7.0, \"avg_word_host\": 3.0, \"avg_word_path\": 9.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 0, \"domain_registration_length\": 182, \"domain_age\": 7224, \"web_traffic\": 7286, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 1, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 7, \"shortest_word_host\": 9, \"shortest_word_path\": 7, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 7, \"avg_words_raw\": 10.33333333, \"avg_word_host\": 12.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 274, \"domain_age\": 3378, \"web_traffic\": 3100263, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.488888889, \"ratio_digits_host\": 0.517241379, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 12, \"shortest_word_path\": 2, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 12, \"avg_words_raw\": 8.666666667000001, \"avg_word_host\": 12.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 231, \"domain_age\": 5211, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 2, \"avg_words_raw\": 3.75, \"avg_word_host\": 4.333333333, \"avg_word_path\": 2.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 251, \"domain_age\": 7053, \"web_traffic\": 4510133, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 4.5, \"avg_word_host\": 4.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 833, \"domain_age\": 6107, \"web_traffic\": 223639, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 23, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 32, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 19, \"longest_word_host\": 19, \"longest_word_path\": 0, \"avg_words_raw\": 13.5, \"avg_word_host\": 13.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.097560976, \"ratio_digits_host\": 0.125, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 7, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 5, \"shortest_words_raw\": 1, \"shortest_word_host\": 9, \"shortest_word_path\": 1, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 9, \"avg_words_raw\": 5.307692308, \"avg_word_host\": 9.5, \"avg_word_path\": 4.545454545, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 588, \"domain_age\": 7446, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 94, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.095744681, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 7, \"avg_words_raw\": 5.166666667, \"avg_word_host\": 6.0, \"avg_word_path\": 4.75, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 205, \"domain_age\": 160, \"web_traffic\": 5415205, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 47, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 47, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 1, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 1, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 3, \"longest_words_raw\": 30, \"longest_word_host\": 30, \"longest_word_path\": 11, \"avg_words_raw\": 8.857142857000001, \"avg_word_host\": 10.0, \"avg_word_path\": 7.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 217, \"domain_age\": 5627, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 81, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0246913579999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 42, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 13, \"longest_word_path\": 15, \"avg_words_raw\": 8.666666667000001, \"avg_word_host\": 8.75, \"avg_word_path\": 8.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 69, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.144927536, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 80, \"longest_word_host\": 11, \"longest_word_path\": 80, \"avg_words_raw\": 17.28571429, \"avg_word_host\": 7.0, \"avg_word_path\": 21.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 190, \"domain_age\": 906, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 138, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.065217391, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 35, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 13, \"shortest_word_host\": 13, \"shortest_word_path\": 14, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 14, \"avg_words_raw\": 14.66666667, \"avg_word_host\": 15.0, \"avg_word_path\": 14.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2506, \"domain_age\": 6259, \"web_traffic\": 683, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 57, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.01754386, \"ratio_digits_host\": 0.028571429, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 7, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 8, \"longest_word_path\": 11, \"avg_words_raw\": 5.833333333, \"avg_word_host\": 5.5, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 118, \"domain_age\": 9584, \"web_traffic\": 46854, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 52, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.076923077, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 10, \"avg_words_raw\": 6.75, \"avg_word_host\": 6.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 977, \"domain_age\": 5596, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.024390244, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 30, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 1, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 19, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 10, \"shortest_word_path\": 1, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 12, \"avg_words_raw\": 5.263157895, \"avg_word_host\": 12.5, \"avg_word_path\": 4.4117647060000005, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 173, \"domain_age\": 5670, \"web_traffic\": 5836, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 130, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.2, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 6, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 6, \"longest_words_raw\": 6, \"longest_word_host\": 2, \"longest_word_path\": 6, \"avg_words_raw\": 4.0, \"avg_word_host\": 2.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 604, \"domain_age\": -1, \"web_traffic\": 211436, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 21, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.047619048, \"ratio_digits_host\": 0.166666667, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 6.666666667, \"avg_word_host\": 6.666666667, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 502, \"domain_age\": 2054, \"web_traffic\": 288962, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 34, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 22, \"shortest_word_path\": 3, \"longest_words_raw\": 22, \"longest_word_host\": 22, \"longest_word_path\": 3, \"avg_words_raw\": 9.333333333, \"avg_word_host\": 22.0, \"avg_word_path\": 3.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.022222222, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 4, \"longest_word_host\": 4, \"longest_word_path\": 0, \"avg_words_raw\": 3.5, \"avg_word_host\": 3.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3394, \"domain_age\": 9754, \"web_traffic\": 57776, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 20, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 3}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 639, \"domain_age\": 7030, \"web_traffic\": 300424, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 9, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.5, \"avg_word_path\": 5.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 330, \"domain_age\": 6244, \"web_traffic\": 25469, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.02173913, \"ratio_digits_host\": 0.055555556, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 35, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 22, \"longest_word_host\": 22, \"longest_word_path\": 0, \"avg_words_raw\": 15.0, \"avg_word_host\": 15.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 42, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 17, \"domain_age\": 2539, \"web_traffic\": 45196, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 4, \"shortest_word_path\": 2, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 2, \"avg_words_raw\": 4.333333333, \"avg_word_host\": 5.5, \"avg_word_path\": 2.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 263, \"domain_age\": 7406, \"web_traffic\": 5205013, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 4011, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 25, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 37, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 1, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 11, \"shortest_words_raw\": 1, \"shortest_word_host\": 12, \"shortest_word_path\": 1, \"longest_words_raw\": 70, \"longest_word_host\": 20, \"longest_word_path\": 70, \"avg_words_raw\": 14.53846154, \"avg_word_host\": 16.0, \"avg_word_path\": 14.27272727, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 221, \"domain_age\": 7083, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 214, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.23364486, \"ratio_digits_host\": 0.540540541, \"nb_redirection\": 2}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 47, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 1, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 12, \"domain_age\": 2179, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 55, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.090909091, \"ratio_digits_host\": 0.106382979, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 87, \"domain_age\": 4662, \"web_traffic\": 369654, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 4, \"shortest_word_host\": 8, \"shortest_word_path\": 4, \"longest_words_raw\": 32, \"longest_word_host\": 8, \"longest_word_path\": 32, \"avg_words_raw\": 12.5, \"avg_word_host\": 8.0, \"avg_word_path\": 13.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 2996, \"web_traffic\": 4189860, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 93, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.258064516, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 7, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 6, \"shortest_word_path\": 3, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 7, \"avg_words_raw\": 5.181818182, \"avg_word_host\": 6.5, \"avg_word_path\": 4.888888889, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 138, \"domain_age\": -2, \"web_traffic\": 11543, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 78, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.08974359, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 9, \"longest_word_path\": 11, \"avg_words_raw\": 6.428571429, \"avg_word_host\": 6.0, \"avg_word_path\": 6.6, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 359, \"domain_age\": 6215, \"web_traffic\": 1173260, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 64, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 43, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.2, \"avg_word_host\": 7.2, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 12, \"domain_age\": 2179, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 51, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.098039216, \"ratio_digits_host\": 0.11627907, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 2, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 7.333333333, \"avg_word_host\": 7.333333333, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1048, \"domain_age\": 5160, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 260782, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 10, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 5, \"avg_words_raw\": 5.166666667, \"avg_word_host\": 10.0, \"avg_word_path\": 4.2, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2592, \"domain_age\": 9095, \"web_traffic\": 4199, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 47, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 7, \"avg_words_raw\": 5.666666667, \"avg_word_host\": 5.666666667, \"avg_word_path\": 5.666666667, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1732, \"domain_age\": 3747, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 51, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 5, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 6, \"avg_words_raw\": 5.333333333, \"avg_word_host\": 4.5, \"avg_word_path\": 5.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1613, \"domain_age\": 8248, \"web_traffic\": 51164, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 7, \"longest_word_path\": 8, \"avg_words_raw\": 5.428571429, \"avg_word_host\": 5.0, \"avg_word_path\": 5.6, \"phish_hints\": 4, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 60, \"domain_age\": 3228, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 55, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 10, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 2, \"avg_words_raw\": 6.0, \"avg_word_host\": 10.0, \"avg_word_path\": 2.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 200, \"domain_age\": 896, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 25, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 19, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 19, \"longest_word_path\": 32, \"avg_words_raw\": 15.75, \"avg_word_host\": 19.0, \"avg_word_path\": 14.66666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 76, \"domain_age\": 5767, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 77, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.2467532469999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 12, \"longest_word_host\": 7, \"longest_word_path\": 12, \"avg_words_raw\": 6.0, \"avg_word_host\": 5.0, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 298, \"domain_age\": 7371, \"web_traffic\": 1303460, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 52, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 30, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 0, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 0, \"avg_words_raw\": 6.666666667, \"avg_word_host\": 6.666666667, \"avg_word_path\": 0.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 1, \"statistical_report\": 2, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 77586, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 5, \"shortest_word_path\": 4, \"longest_words_raw\": 26, \"longest_word_host\": 6, \"longest_word_path\": 26, \"avg_words_raw\": 10.25, \"avg_word_host\": 5.5, \"avg_word_path\": 15.0, \"phish_hints\": 2, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2974, \"domain_age\": 8348, \"web_traffic\": 1, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 10, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 57, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 2, \"shortest_words_raw\": 7, \"shortest_word_host\": 7, \"shortest_word_path\": 8, \"longest_words_raw\": 8, \"longest_word_host\": 7, \"longest_word_path\": 8, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.0, \"avg_word_path\": 8.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 179, \"domain_age\": 7491, \"web_traffic\": 63, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 40, \"shortest_words_raw\": 2, \"shortest_word_host\": 5, \"shortest_word_path\": 2, \"longest_words_raw\": 43, \"longest_word_host\": 6, \"longest_word_path\": 43, \"avg_words_raw\": 14.0, \"avg_word_host\": 5.5, \"avg_word_path\": 16.83333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 272, \"domain_age\": 7764, \"web_traffic\": 32, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 132, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0606060609999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 15, \"shortest_word_path\": 3, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 5, \"avg_words_raw\": 7.0, \"avg_word_host\": 15.0, \"avg_word_path\": 4.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1761, \"domain_age\": 3718, \"web_traffic\": 4166420, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.022727273, \"ratio_digits_host\": 0.0, \"nb_redirection\": 3}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 1, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 2, \"longest_words_raw\": 7, \"longest_word_host\": 3, \"longest_word_path\": 7, \"avg_words_raw\": 3.222222222, \"avg_word_host\": 2.75, \"avg_word_path\": 3.6, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 1, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.3666666670000001, \"ratio_digits_host\": 0.7857142859999999, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 13, \"longest_word_path\": 15, \"avg_words_raw\": 8.428571429, \"avg_word_host\": 8.4, \"avg_word_path\": 8.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 76, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.1710526319999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 8, \"longest_word_host\": 5, \"longest_word_path\": 8, \"avg_words_raw\": 6.333333333, \"avg_word_host\": 4.0, \"avg_word_path\": 7.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1309, \"domain_age\": 8185, \"web_traffic\": 31609, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 55, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.018181818, \"ratio_digits_host\": 0.076923077, \"nb_redirection\": 5}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 11, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 16, \"char_repeat\": 6, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 12, \"longest_word_host\": 8, \"longest_word_path\": 12, \"avg_words_raw\": 4.8125, \"avg_word_host\": 5.5, \"avg_word_path\": 4.714285714, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 281, \"domain_age\": 4466, \"web_traffic\": 278090, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 103, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.067961165, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 8, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 16, \"nb_or\": 0, \"nb_eq\": 17, \"nb_underscore\": 6, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 7, \"nb_comma\": 0, \"nb_semicolumn\": 16, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 61, \"char_repeat\": 20, \"shortest_words_raw\": 2, \"shortest_word_host\": 5, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 6, \"longest_word_path\": 17, \"avg_words_raw\": 6.426229508, \"avg_word_host\": 5.5, \"avg_word_path\": 6.457627119, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 1, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 27, \"domain_age\": 7708, \"web_traffic\": 1416447, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 466, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.165236052, \"ratio_digits_host\": 0.066666667, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 10, \"avg_words_raw\": 7.0, \"avg_word_host\": 6.666666667, \"avg_word_path\": 7.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 66, \"nb_com\": 2, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 13, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 14, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 15, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 11, \"avg_words_raw\": 7.285714286, \"avg_word_host\": 15.0, \"avg_word_path\": 6.692307692000001, \"phish_hints\": 6, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 238, \"domain_age\": 1589, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 127, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.039370079, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 2, \"shortest_words_raw\": 3, \"shortest_word_host\": 12, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 7, \"avg_words_raw\": 6.333333333, \"avg_word_host\": 12.0, \"avg_word_path\": 5.2, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 13, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 59, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.016949153, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 6, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 32, \"longest_word_host\": 19, \"longest_word_path\": 32, \"avg_words_raw\": 13.2, \"avg_word_host\": 11.0, \"avg_word_path\": 14.66666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 77, \"domain_age\": 5766, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 81, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.209876543, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 15, \"domain_age\": 4003, \"web_traffic\": 5816617, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 128, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.1484375, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 1, \"nb_dots\": 1, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 8, \"shortest_word_path\": 1, \"longest_words_raw\": 32, \"longest_word_host\": 10, \"longest_word_path\": 32, \"avg_words_raw\": 8.222222222000001, \"avg_word_host\": 9.0, \"avg_word_path\": 8.0, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 257, \"domain_age\": 2300, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 93, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.279569892, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 6, \"avg_words_raw\": 4.5, \"avg_word_host\": 5.0, \"avg_word_path\": 4.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1444, \"domain_age\": 6207, \"web_traffic\": 36636, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 6, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 1, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 4, \"shortest_word_path\": 1, \"longest_words_raw\": 10, \"longest_word_host\": 6, \"longest_word_path\": 10, \"avg_words_raw\": 6.0, \"avg_word_host\": 5.0, \"avg_word_path\": 6.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1913, \"domain_age\": 8973, \"web_traffic\": 10626, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 80, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0125, \"ratio_digits_host\": 0.066666667, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 10, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 6, \"longest_word_path\": 15, \"avg_words_raw\": 4.75, \"avg_word_host\": 4.5, \"avg_word_path\": 4.8, \"phish_hints\": 4, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 220, \"domain_age\": 2618, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 79, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.126582278, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 5, \"shortest_word_path\": 1, \"longest_words_raw\": 8, \"longest_word_host\": 5, \"longest_word_path\": 8, \"avg_words_raw\": 4.666666667, \"avg_word_host\": 5.0, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 78, \"domain_age\": 288, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2357, \"domain_age\": 4947, \"web_traffic\": 666195, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 7, \"longest_words_raw\": 11, \"longest_word_host\": 8, \"longest_word_path\": 11, \"avg_words_raw\": 6.8, \"avg_word_host\": 5.333333333, \"avg_word_path\": 9.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1892, \"domain_age\": 6509, \"web_traffic\": 808813, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 34, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 6.75, \"avg_word_host\": 6.75, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 387, \"domain_age\": 3630, \"web_traffic\": 426586, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 42, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 8, \"longest_word_path\": 10, \"avg_words_raw\": 5.777777778, \"avg_word_host\": 5.5, \"avg_word_path\": 5.857142857, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1291, \"domain_age\": 7840, \"web_traffic\": 3993, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 71, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 2, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 2, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 5, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 7, \"longest_word_path\": 8, \"avg_words_raw\": 4.6, \"avg_word_host\": 6.0, \"avg_word_path\": 4.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 268, \"domain_age\": 9229, \"web_traffic\": 6293, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 66, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.090909091, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 28, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 20, \"longest_word_host\": 20, \"longest_word_path\": 8, \"avg_words_raw\": 6.375, \"avg_word_host\": 11.5, \"avg_word_path\": 4.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3005, \"domain_age\": 5396, \"web_traffic\": 42544, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 69, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.043478261, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 7, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 2, \"shortest_words_raw\": 3, \"shortest_word_host\": 9, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 9, \"avg_words_raw\": 6.555555556, \"avg_word_host\": 9.0, \"avg_word_path\": 6.25, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 953, \"domain_age\": 2699, \"web_traffic\": 12157, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 80, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1745, \"domain_age\": 6655, \"web_traffic\": 76289, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 10, \"avg_words_raw\": 5.333333333, \"avg_word_host\": 6.5, \"avg_word_path\": 5.0, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 328, \"domain_age\": 6977, \"web_traffic\": 6845579, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 67, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 3}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 8.5, \"avg_word_host\": 8.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 226, \"domain_age\": 2695, \"web_traffic\": 774417, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 7, \"avg_words_raw\": 6.5, \"avg_word_host\": 8.5, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 19, \"domain_age\": 385, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 6, \"shortest_word_host\": 17, \"shortest_word_path\": 6, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 6, \"avg_words_raw\": 11.5, \"avg_word_host\": 17.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3085, \"domain_age\": 7507, \"web_traffic\": 1798, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 10, \"avg_words_raw\": 6.166666667, \"avg_word_host\": 8.5, \"avg_word_path\": 5.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 1, \"whois_registered_domain\": 0, \"domain_registration_length\": 23, \"domain_age\": 343, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 53, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 59, \"domain_age\": 9437, \"web_traffic\": 2068, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 9, \"shortest_word_host\": 14, \"shortest_word_path\": 9, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 9, \"avg_words_raw\": 10.66666667, \"avg_word_host\": 14.0, \"avg_word_path\": 9.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3557, \"domain_age\": 8130, \"web_traffic\": 1229068, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 1, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 1, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 2, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 4, \"longest_words_raw\": 21, \"longest_word_host\": 8, \"longest_word_path\": 21, \"avg_words_raw\": 9.125, \"avg_word_host\": 6.0, \"avg_word_path\": 10.16666667, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 158, \"domain_age\": 9338, \"web_traffic\": 21, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 92, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.141304348, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 17, \"shortest_word_path\": 3, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 7, \"avg_words_raw\": 8.0, \"avg_word_host\": 17.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 5643, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 9, \"longest_words_raw\": 30, \"longest_word_host\": 11, \"longest_word_path\": 30, \"avg_words_raw\": 16.5, \"avg_word_host\": 7.0, \"avg_word_path\": 21.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 835, \"domain_age\": 9025, \"web_traffic\": 3101052, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 116, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 14, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 7, \"longest_words_raw\": 11, \"longest_word_host\": 4, \"longest_word_path\": 11, \"avg_words_raw\": 6.4, \"avg_word_host\": 3.5, \"avg_word_path\": 8.333333332999999, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": 421, \"web_traffic\": 10587379, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 51, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.196078431, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 10, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 6, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 6, \"longest_word_path\": 15, \"avg_words_raw\": 4.75, \"avg_word_host\": 4.5, \"avg_word_path\": 4.8, \"phish_hints\": 4, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 220, \"domain_age\": 2618, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 79, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.1392405059999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 2, \"shortest_words_raw\": 7, \"shortest_word_host\": 7, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 36, \"domain_age\": 7634, \"web_traffic\": 54115, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.172413793, \"ratio_digits_host\": 0.238095238, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 2159444, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 4, \"avg_words_raw\": 7.0, \"avg_word_host\": 8.5, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 67, \"domain_age\": 5046, \"web_traffic\": 379, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 6, \"avg_words_raw\": 4.666666667, \"avg_word_host\": 6.5, \"avg_word_path\": 3.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 723, \"domain_age\": 8407, \"web_traffic\": 128482, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 3, \"avg_words_raw\": 3.4, \"avg_word_host\": 4.5, \"avg_word_path\": 2.666666667, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 11312, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 10, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 17, \"char_repeat\": 5, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 9, \"avg_words_raw\": 5.705882353, \"avg_word_host\": 6.666666667, \"avg_word_path\": 5.5, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 183, \"domain_age\": 8217, \"web_traffic\": 1509316, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 125, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.088, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 10, \"shortest_word_path\": 2, \"longest_words_raw\": 12, \"longest_word_host\": 10, \"longest_word_path\": 12, \"avg_words_raw\": 6.142857143, \"avg_word_host\": 10.0, \"avg_word_path\": 5.5, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 171, \"domain_age\": 3116, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 60, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 10, \"avg_words_raw\": 7.375, \"avg_word_host\": 8.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 891, \"domain_age\": 3857, \"web_traffic\": 221138, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 79, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 44, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 4, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 4, \"avg_words_raw\": 4.666666667, \"avg_word_host\": 4.857142857, \"avg_word_path\": 4.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 217, \"domain_age\": 5627, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 61, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 9, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 6.5, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 60, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 33, \"domain_age\": 2523, \"web_traffic\": 3308718, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 4, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 2, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 15, \"char_repeat\": 6, \"shortest_words_raw\": 2, \"shortest_word_host\": 9, \"shortest_word_path\": 2, \"longest_words_raw\": 64, \"longest_word_host\": 9, \"longest_word_path\": 64, \"avg_words_raw\": 13.6, \"avg_word_host\": 9.0, \"avg_word_path\": 13.92857143, \"phish_hints\": 5, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 329, \"domain_age\": 36, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 228, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.3859649120000001, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 0, \"avg_words_raw\": 4.5, \"avg_word_host\": 4.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 633420, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 21, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 66, \"domain_age\": -1, \"web_traffic\": 1993331, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 25, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 31, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 1, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 1, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 5, \"shortest_word_host\": 7, \"shortest_word_path\": 5, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 8, \"avg_words_raw\": 7.6, \"avg_word_host\": 8.333333332999999, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 59, \"domain_age\": 2132, \"web_traffic\": 17569, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 54, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.037037037, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 8, \"avg_words_raw\": 5.833333333, \"avg_word_host\": 7.5, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 224, \"domain_age\": 7445, \"web_traffic\": 145656, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 52, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0384615379999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 1, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 1, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 8, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 8, \"longest_word_path\": 10, \"avg_words_raw\": 5.615384615, \"avg_word_host\": 8.0, \"avg_word_path\": 5.416666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 97, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.051546392, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 6, \"longest_word_host\": 6, \"longest_word_path\": 4, \"avg_words_raw\": 4.333333333, \"avg_word_host\": 4.5, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 981, \"domain_age\": 6689, \"web_traffic\": 186837, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 172, \"domain_age\": 3846, \"web_traffic\": 1136540, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 7, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 7, \"avg_words_raw\": 9.0, \"avg_word_host\": 10.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2505, \"domain_age\": 6260, \"web_traffic\": 684, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 66, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 1, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 2, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 0, \"longest_words_raw\": 36, \"longest_word_host\": 36, \"longest_word_path\": 0, \"avg_words_raw\": 9.5, \"avg_word_host\": 9.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 231, \"domain_age\": 5613, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 75, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.546666667, \"ratio_digits_host\": 0.621212121, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 12, \"shortest_word_path\": 2, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 2, \"avg_words_raw\": 7.0, \"avg_word_host\": 12.0, \"avg_word_path\": 2.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 6, \"domain_age\": 2916, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 1, \"nb_or\": 0, \"nb_eq\": 4, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 2, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 7, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 43, \"longest_word_host\": 13, \"longest_word_path\": 43, \"avg_words_raw\": 10.69230769, \"avg_word_host\": 8.0, \"avg_word_path\": 11.18181818, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 99, \"domain_age\": 4284, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 164, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.134146341, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 1, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 3, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 9, \"shortest_word_path\": 1, \"longest_words_raw\": 15, \"longest_word_host\": 9, \"longest_word_path\": 15, \"avg_words_raw\": 6.0, \"avg_word_host\": 9.0, \"avg_word_path\": 5.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 277, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 83, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.012048193, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 1, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 2, \"shortest_words_raw\": 5, \"shortest_word_host\": 5, \"shortest_word_path\": 5, \"longest_words_raw\": 11, \"longest_word_host\": 8, \"longest_word_path\": 11, \"avg_words_raw\": 7.25, \"avg_word_host\": 6.5, \"avg_word_path\": 8.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": 12710, \"web_traffic\": 1115, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 7, \"avg_words_raw\": 5.857142857, \"avg_word_host\": 5.0, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 683, \"domain_age\": 6622, \"web_traffic\": 181216, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 58, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 6, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 6, \"longest_word_path\": 9, \"avg_words_raw\": 5.0, \"avg_word_host\": 6.0, \"avg_word_path\": 4.875, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 42, \"domain_age\": 3610, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 64, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.03125, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 5, \"shortest_word_path\": 3, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 7, \"avg_words_raw\": 6.0, \"avg_word_host\": 9.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 276, \"domain_age\": 11048, \"web_traffic\": 546, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 66, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.075757576, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 9, \"longest_word_path\": 11, \"avg_words_raw\": 6.75, \"avg_word_host\": 6.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 342, \"domain_age\": 7693, \"web_traffic\": 54756, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 72, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.069444444, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 11, \"longest_words_raw\": 11, \"longest_word_host\": 8, \"longest_word_path\": 11, \"avg_words_raw\": 7.333333333, \"avg_word_host\": 5.5, \"avg_word_path\": 11.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2807, \"domain_age\": 8517, \"web_traffic\": 8, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 8, \"avg_words_raw\": 5.571428571, \"avg_word_host\": 5.5, \"avg_word_path\": 5.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 118, \"domain_age\": 6091, \"web_traffic\": 2721799, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 56, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 222, \"domain_age\": -1, \"web_traffic\": 624111, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 54, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 6, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 13, \"longest_word_path\": 15, \"avg_words_raw\": 7.75, \"avg_word_host\": 7.5, \"avg_word_path\": 8.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 14, \"domain_age\": 4003, \"web_traffic\": 5816617, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 81, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.148148148, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 10, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 14, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 8, \"avg_words_raw\": 3.214285714, \"avg_word_host\": 5.5, \"avg_word_path\": 2.833333333, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 86, \"domain_age\": 645, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 69, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0144927539999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 2, \"shortest_words_raw\": 4, \"shortest_word_host\": 5, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 7, \"longest_word_path\": 9, \"avg_words_raw\": 6.666666667, \"avg_word_host\": 6.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 259, \"domain_age\": 9239, \"web_traffic\": 13076, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 56, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.053571429, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 2, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 7, \"avg_words_raw\": 6.2, \"avg_word_host\": 6.5, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2237, \"domain_age\": 7989, \"web_traffic\": 77303, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 30, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 2, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 7, \"avg_words_raw\": 5.25, \"avg_word_host\": 5.75, \"avg_word_path\": 4.75, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 228, \"domain_age\": 5615, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 61, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.032786885, \"ratio_digits_host\": 0.066666667, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 6, \"avg_words_raw\": 6.0, \"avg_word_host\": 6.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1960, \"domain_age\": 6076, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 3.666666667, \"avg_word_host\": 3.666666667, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 298, \"domain_age\": 5545, \"web_traffic\": 5973329, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 10, \"avg_words_raw\": 6.444444444, \"avg_word_host\": 7.5, \"avg_word_path\": 6.142857143, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 0, \"domain_registration_length\": 335, \"domain_age\": 2221, \"web_traffic\": 159227, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 77, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 7, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 14, \"char_repeat\": 8, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 11, \"longest_word_path\": 17, \"avg_words_raw\": 5.857142857, \"avg_word_host\": 6.333333333, \"avg_word_path\": 5.727272727000001, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3135, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 106, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0094339619999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 4}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 5, \"longest_words_raw\": 9, \"longest_word_host\": 7, \"longest_word_path\": 9, \"avg_words_raw\": 5.2, \"avg_word_host\": 4.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 537, \"domain_age\": 924, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 42, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 25, \"longest_word_host\": 8, \"longest_word_path\": 25, \"avg_words_raw\": 8.833333332999999, \"avg_word_host\": 5.5, \"avg_word_path\": 15.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 1, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 220, \"domain_age\": 3433, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 69, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.072463768, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 4, \"longest_word_host\": 3, \"longest_word_path\": 4, \"avg_words_raw\": 3.5, \"avg_word_host\": 3.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 243, \"domain_age\": 9984, \"web_traffic\": 219920, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 5, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 10, \"longest_word_host\": 3, \"longest_word_path\": 10, \"avg_words_raw\": 5.428571429, \"avg_word_host\": 3.0, \"avg_word_path\": 6.4, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1967, \"domain_age\": 8759, \"web_traffic\": 125, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 58, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0172413789999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 135, \"domain_age\": 3153, \"web_traffic\": 9482009, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 41, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 8.5, \"avg_word_host\": 8.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 276, \"domain_age\": 819, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.040816327, \"ratio_digits_host\": 0.048780488, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 6, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 18, \"char_repeat\": 8, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 66, \"longest_word_host\": 9, \"longest_word_path\": 66, \"avg_words_raw\": 8.777777777999999, \"avg_word_host\": 6.0, \"avg_word_path\": 9.125, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": -1, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 186, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.268817204, \"ratio_digits_host\": 0.0625, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 37, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 6, \"longest_words_raw\": 19, \"longest_word_host\": 19, \"longest_word_path\": 8, \"avg_words_raw\": 8.166666667000001, \"avg_word_host\": 9.333333333, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 215, \"domain_age\": 8916, \"web_traffic\": 14605, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 68, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 3, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 5, \"shortest_words_raw\": 1, \"shortest_word_host\": 4, \"shortest_word_path\": 1, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 6, \"avg_words_raw\": 4.230769231, \"avg_word_host\": 5.5, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 495, \"domain_age\": 11192, \"web_traffic\": 1465, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 78, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.166666667, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 7, \"avg_words_raw\": 4.833333333, \"avg_word_host\": 5.0, \"avg_word_path\": 4.5, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 217, \"domain_age\": 5627, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.02173913, \"ratio_digits_host\": 0.037037037, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 8, \"avg_words_raw\": 5.75, \"avg_word_host\": 6.0, \"avg_word_path\": 5.5, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 71, \"domain_age\": 7600, \"web_traffic\": 4133, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 8, \"avg_words_raw\": 4.6, \"avg_word_host\": 5.5, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1699, \"domain_age\": -1, \"web_traffic\": 272458, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 38, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 8, \"avg_words_raw\": 6.166666667, \"avg_word_host\": 8.0, \"avg_word_path\": 5.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 221, \"domain_age\": 1605, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 53, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 0, \"avg_words_raw\": 9.5, \"avg_word_host\": 9.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 109, \"domain_age\": 2447, \"web_traffic\": 458809, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 164, \"domain_age\": 1662, \"web_traffic\": 312044, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 3.333333333, \"avg_word_host\": 3.333333333, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 1512801, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 23, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 7, \"longest_words_raw\": 7, \"longest_word_host\": 4, \"longest_word_path\": 7, \"avg_words_raw\": 5.5, \"avg_word_host\": 4.0, \"avg_word_path\": 7.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 3245904, \"dns_record\": 1, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 3}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 7, \"longest_word_host\": 4, \"longest_word_path\": 7, \"avg_words_raw\": 4.25, \"avg_word_host\": 3.5, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 69, \"domain_age\": 9427, \"web_traffic\": 166, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 54, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.074074074, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 42, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 13, \"longest_word_path\": 15, \"avg_words_raw\": 8.666666667000001, \"avg_word_host\": 8.75, \"avg_word_path\": 8.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 15, \"domain_age\": 4003, \"web_traffic\": 5816617, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 68, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.147058824, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 8, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 15, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 12, \"longest_word_host\": 3, \"longest_word_path\": 12, \"avg_words_raw\": 4.266666667, \"avg_word_host\": 3.0, \"avg_word_path\": 4.461538462, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 146, \"domain_age\": -1, \"web_traffic\": 1009471, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 89, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 9, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 4, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 9, \"avg_words_raw\": 4.538461538, \"avg_word_host\": 6.5, \"avg_word_path\": 4.181818182, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1007, \"domain_age\": 9221, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 83, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 1, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 1, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 2, \"shortest_words_raw\": 3, \"shortest_word_host\": 12, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 8, \"avg_words_raw\": 6.5, \"avg_word_host\": 12.0, \"avg_word_path\": 5.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 230, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 56, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.107142857, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 6, \"avg_words_raw\": 6.333333333, \"avg_word_host\": 10.5, \"avg_word_path\": 4.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 779, \"domain_age\": 6890, \"web_traffic\": 47859, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 56, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 9, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 5, \"shortest_word_path\": 4, \"longest_words_raw\": 8, \"longest_word_host\": 5, \"longest_word_path\": 8, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 618, \"domain_age\": 2304, \"web_traffic\": 10744976, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 9, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 20, \"longest_words_raw\": 20, \"longest_word_host\": 6, \"longest_word_path\": 20, \"avg_words_raw\": 13.0, \"avg_word_host\": 6.0, \"avg_word_path\": 20.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 69, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 38, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.105263158, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 128, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.1328125, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 2, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 3, \"longest_words_raw\": 5, \"longest_word_host\": 4, \"longest_word_path\": 5, \"avg_words_raw\": 3.8, \"avg_word_host\": 3.0, \"avg_word_path\": 4.1428571430000005, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 227, \"domain_age\": 4520, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 59, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.084745763, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 2, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 8, \"avg_words_raw\": 5.3, \"avg_word_host\": 7.0, \"avg_word_path\": 4.875, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 305, \"domain_age\": 2617, \"web_traffic\": 5219, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 74, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.067567568, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 26, \"ip\": 1, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 8, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 2, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 20, \"char_repeat\": 12, \"shortest_words_raw\": 1, \"shortest_word_host\": 10, \"shortest_word_path\": 1, \"longest_words_raw\": 34, \"longest_word_host\": 11, \"longest_word_path\": 34, \"avg_words_raw\": 10.3, \"avg_word_host\": 10.5, \"avg_word_path\": 10.27777778, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 382, \"domain_age\": 8018, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 239, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.230125523, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 3.0, \"avg_word_host\": 3.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 94, \"domain_age\": 1733, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 19, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.1578947369999999, \"ratio_digits_host\": 0.272727273, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 5, \"shortest_word_path\": 2, \"longest_words_raw\": 11, \"longest_word_host\": 6, \"longest_word_path\": 11, \"avg_words_raw\": 4.888888889, \"avg_word_host\": 5.5, \"avg_word_path\": 4.714285714, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 210, \"domain_age\": 12209, \"web_traffic\": 50, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 64, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.140625, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2047, \"domain_age\": 3066, \"web_traffic\": 3617, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 15, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 11, \"avg_words_raw\": 6.5, \"avg_word_host\": 15.0, \"avg_word_path\": 5.727272727000001, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 38, \"domain_age\": 5806, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 100, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 1, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 14, \"longest_word_host\": 11, \"longest_word_path\": 14, \"avg_words_raw\": 5.444444444, \"avg_word_host\": 7.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2654, \"domain_age\": 6111, \"web_traffic\": 1613, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 69, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 5, \"shortest_word_host\": 5, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 111, \"domain_age\": 1350, \"web_traffic\": 19778, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.034482759, \"ratio_digits_host\": 0.05, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 0, \"longest_words_raw\": 4, \"longest_word_host\": 4, \"longest_word_path\": 0, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1656, \"domain_age\": -1, \"web_traffic\": 4639934, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 18, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 7, \"shortest_word_host\": 7, \"shortest_word_path\": 0, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 0, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 170804, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 17, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 6, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 23, \"shortest_word_path\": 2, \"longest_words_raw\": 23, \"longest_word_host\": 23, \"longest_word_path\": 9, \"avg_words_raw\": 7.75, \"avg_word_host\": 23.0, \"avg_word_path\": 5.571428571, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 60, \"domain_age\": 2496, \"web_traffic\": 408088, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 81, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0246913579999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 8, \"avg_words_raw\": 5.454545455, \"avg_word_host\": 10.0, \"avg_word_path\": 4.444444444, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 654, \"domain_age\": 4093, \"web_traffic\": 52436, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 81, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.074074074, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 7, \"shortest_word_host\": 7, \"shortest_word_path\": 14, \"longest_words_raw\": 14, \"longest_word_host\": 7, \"longest_word_path\": 14, \"avg_words_raw\": 10.5, \"avg_word_host\": 7.0, \"avg_word_path\": 14.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 179, \"domain_age\": 7491, \"web_traffic\": 63, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 34, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 356, \"domain_age\": -1, \"web_traffic\": 8731722, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 27, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 12, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 16, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 8, \"longest_word_host\": 7, \"longest_word_path\": 8, \"avg_words_raw\": 4.3125, \"avg_word_host\": 5.0, \"avg_word_path\": 4.214285714, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 503, \"domain_age\": 8832, \"web_traffic\": 2707, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 95, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 29, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 1, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 9, \"avg_words_raw\": 6.285714286, \"avg_word_host\": 7.666666667, \"avg_word_path\": 5.25, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 7, \"domain_age\": 359, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 62, \"nb_com\": 1, \"http_in_path\": 1, \"ratio_digits_url\": 0.0161290319999999, \"ratio_digits_host\": 0.034482759, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 5, \"longest_word_path\": 10, \"avg_words_raw\": 6.5, \"avg_word_host\": 4.5, \"avg_word_path\": 7.166666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 275, \"domain_age\": 11049, \"web_traffic\": 549, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 70, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.071428571, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1048, \"domain_age\": 5160, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 8, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 32, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 0, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 0, \"avg_words_raw\": 6.25, \"avg_word_host\": 6.25, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 230, \"domain_age\": 5614, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 40, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.125, \"ratio_digits_host\": 0.15625, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 1, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 5, \"shortest_word_host\": 10, \"shortest_word_path\": 5, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 5, \"avg_words_raw\": 8.666666667000001, \"avg_word_host\": 10.5, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 122, \"domain_age\": 1338, \"web_traffic\": 22211, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.205128205, \"ratio_digits_host\": 0.32, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 7, \"shortest_word_path\": 4, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 7, \"avg_words_raw\": 6.0, \"avg_word_host\": 7.0, \"avg_word_path\": 5.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 191, \"domain_age\": 2730, \"web_traffic\": 54936, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 31, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 9, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 9, \"longest_word_path\": 10, \"avg_words_raw\": 7.0, \"avg_word_host\": 9.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1944, \"domain_age\": 7187, \"web_traffic\": 20789, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 36, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 3, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 5, \"avg_words_raw\": 4.4, \"avg_word_host\": 4.5, \"avg_word_path\": 4.25, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 217, \"domain_age\": 5626, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 64, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.046875, \"ratio_digits_host\": 0.083333333, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 5, \"shortest_word_host\": 5, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 124, \"domain_age\": 1336, \"web_traffic\": 20989, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.068965517, \"ratio_digits_host\": 0.1, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 101, \"domain_age\": 3916, \"web_traffic\": 2819002, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 23, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 7, \"avg_words_raw\": 6.0, \"avg_word_host\": 7.5, \"avg_word_path\": 5.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 831, \"domain_age\": -1, \"web_traffic\": 62214, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 52, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 8, \"avg_words_raw\": 6.285714286, \"avg_word_host\": 8.5, \"avg_word_path\": 5.4, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3567, \"domain_age\": 7756, \"web_traffic\": 49305, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 61, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 5, \"domain_age\": 1091, \"web_traffic\": 1860501, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 11, \"longest_word_host\": 5, \"longest_word_path\": 11, \"avg_words_raw\": 5.75, \"avg_word_host\": 4.0, \"avg_word_path\": 7.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 271, \"domain_age\": 5573, \"web_traffic\": 126063, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 0, \"shortest_words_raw\": 19, \"shortest_word_host\": 19, \"shortest_word_path\": 0, \"longest_words_raw\": 19, \"longest_word_host\": 19, \"longest_word_path\": 0, \"avg_words_raw\": 19.0, \"avg_word_host\": 19.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 60, \"domain_age\": 1401, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 3}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 6, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 7, \"longest_words_raw\": 7, \"longest_word_host\": 3, \"longest_word_path\": 7, \"avg_words_raw\": 5.0, \"avg_word_host\": 3.0, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 3507, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 9, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.045454545, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 9, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 12, \"longest_word_host\": 8, \"longest_word_path\": 12, \"avg_words_raw\": 6.461538462, \"avg_word_host\": 5.5, \"avg_word_path\": 6.6363636360000005, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3295, \"domain_age\": 8027, \"web_traffic\": 6195, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 107, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 8.25, \"avg_word_host\": 8.4, \"avg_word_path\": 8.142857142999999, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3992, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 126, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.182539683, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 0, \"avg_words_raw\": 10.0, \"avg_word_host\": 10.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1092, \"domain_age\": 8768, \"web_traffic\": 180067, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 34, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 5, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 8, \"avg_words_raw\": 5.083333333, \"avg_word_host\": 7.5, \"avg_word_path\": 4.6, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 867, \"domain_age\": 959, \"web_traffic\": 37229, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 84, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.083333333, \"ratio_digits_host\": 0.35, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 1, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 1, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 31, \"shortest_words_raw\": 2, \"shortest_word_host\": 7, \"shortest_word_path\": 2, \"longest_words_raw\": 16, \"longest_word_host\": 8, \"longest_word_path\": 16, \"avg_words_raw\": 7.0, \"avg_word_host\": 7.5, \"avg_word_path\": 6.875, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 2285, \"domain_age\": -1, \"web_traffic\": 989825, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 91, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.021978022, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 8, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 12, \"shortest_word_path\": 2, \"longest_words_raw\": 13, \"longest_word_host\": 12, \"longest_word_path\": 13, \"avg_words_raw\": 7.75, \"avg_word_host\": 12.0, \"avg_word_path\": 7.142857143, \"phish_hints\": 3, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 27, \"domain_age\": 3314, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 80, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0375, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 10, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 2, \"shortest_words_raw\": 2, \"shortest_word_host\": 21, \"shortest_word_path\": 2, \"longest_words_raw\": 21, \"longest_word_host\": 21, \"longest_word_path\": 11, \"avg_words_raw\": 7.0, \"avg_word_host\": 21.0, \"avg_word_path\": 5.833333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 40, \"domain_age\": 326, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 117, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 42, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 8.363636364, \"avg_word_host\": 8.75, \"avg_word_path\": 8.142857142999999, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3993, \"web_traffic\": 5707171, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 118, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.203389831, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 90, \"domain_age\": 3927, \"web_traffic\": 1623912, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 0, \"avg_words_raw\": 9.5, \"avg_word_host\": 9.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 5, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 7, \"avg_words_raw\": 6.0, \"avg_word_host\": 8.5, \"avg_word_path\": 5.285714286, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 7, \"domain_age\": 6203, \"web_traffic\": 38365, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 73, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 5.5, \"avg_word_host\": 5.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 38, \"domain_age\": 1057, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 23, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 20, \"shortest_word_path\": 3, \"longest_words_raw\": 20, \"longest_word_host\": 20, \"longest_word_path\": 5, \"avg_words_raw\": 8.0, \"avg_word_host\": 20.0, \"avg_word_path\": 4.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 484, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 49, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.081632653, \"ratio_digits_host\": 0.148148148, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 5, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 8, \"avg_words_raw\": 7.25, \"avg_word_host\": 8.0, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 246, \"domain_age\": 3772, \"web_traffic\": 35245, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 3, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 7, \"avg_words_raw\": 5.833333333, \"avg_word_host\": 6.5, \"avg_word_path\": 5.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 901, \"domain_age\": 6038, \"web_traffic\": 87821, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 51, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 3, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 6, \"avg_words_raw\": 4.333333333, \"avg_word_host\": 5.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 146, \"domain_age\": 7160, \"web_traffic\": 2336, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.097560976, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 1, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 3, \"longest_words_raw\": 13, \"longest_word_host\": 9, \"longest_word_path\": 13, \"avg_words_raw\": 6.833333333, \"avg_word_host\": 5.0, \"avg_word_path\": 8.666666667000001, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": 1387, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 56, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.1785714289999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 7, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 8, \"avg_words_raw\": 6.5, \"avg_word_host\": 5.5, \"avg_word_path\": 7.5, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 386, \"domain_age\": 7650, \"web_traffic\": 2074, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 5, \"shortest_word_path\": 3, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 8, \"avg_words_raw\": 5.857142857, \"avg_word_host\": 7.0, \"avg_word_path\": 5.0, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 106, \"domain_age\": 1355, \"web_traffic\": 686549, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 1, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 59, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 9, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 7, \"longest_word_path\": 10, \"avg_words_raw\": 6.555555556, \"avg_word_host\": 5.0, \"avg_word_path\": 7.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 139, \"domain_age\": 227, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 79, \"nb_com\": 2, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 16, \"shortest_word_path\": 3, \"longest_words_raw\": 16, \"longest_word_host\": 16, \"longest_word_path\": 4, \"avg_words_raw\": 7.666666667, \"avg_word_host\": 16.0, \"avg_word_path\": 3.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 100, \"domain_age\": 6474, \"web_traffic\": 179070, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.081081081, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 5.5, \"avg_word_host\": 5.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 148, \"domain_age\": 3505, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 6, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 14, \"shortest_words_raw\": 1, \"shortest_word_host\": 8, \"shortest_word_path\": 1, \"longest_words_raw\": 200, \"longest_word_host\": 8, \"longest_word_path\": 200, \"avg_words_raw\": 23.7, \"avg_word_host\": 8.0, \"avg_word_path\": 25.44444444, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 340, \"domain_age\": 755, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 257, \"nb_com\": 2, \"http_in_path\": 0, \"ratio_digits_url\": 0.13618677, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 27, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 19, \"longest_word_host\": 19, \"longest_word_path\": 0, \"avg_words_raw\": 11.0, \"avg_word_host\": 11.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 3527, \"domain_age\": 5968, \"web_traffic\": 88539, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 336, \"domain_age\": 2221, \"web_traffic\": 901805, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 5, \"shortest_word_path\": 2, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 7, \"avg_words_raw\": 5.0, \"avg_word_host\": 6.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1399, \"domain_age\": 4079, \"web_traffic\": 767, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 6.5, \"avg_word_host\": 6.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 817, \"domain_age\": 3930, \"web_traffic\": 1029072, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 49, \"ip\": 1, \"nb_dots\": 5, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 1, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 2, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 5, \"avg_words_raw\": 5.555555556, \"avg_word_host\": 6.666666667, \"avg_word_path\": 3.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 218, \"domain_age\": 5626, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 70, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.242857143, \"ratio_digits_host\": 0.346938776, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 5, \"longest_word_host\": 4, \"longest_word_path\": 5, \"avg_words_raw\": 4.0, \"avg_word_host\": 3.5, \"avg_word_path\": 4.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 525, \"domain_age\": 8971, \"web_traffic\": 43534, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 35, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 8, \"shortest_word_path\": 3, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 4, \"avg_words_raw\": 4.75, \"avg_word_host\": 8.0, \"avg_word_path\": 3.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 620, \"domain_age\": -1, \"web_traffic\": 3578462, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 1, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 9, \"avg_words_raw\": 4.666666667, \"avg_word_host\": 5.5, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 23, \"domain_age\": 342, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 78, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 1, \"shortest_words_raw\": 21, \"shortest_word_host\": 21, \"shortest_word_path\": 0, \"longest_words_raw\": 21, \"longest_word_host\": 21, \"longest_word_path\": 0, \"avg_words_raw\": 21.0, \"avg_word_host\": 21.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 8063240, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 2, \"avg_words_raw\": 5.0, \"avg_word_host\": 6.5, \"avg_word_path\": 2.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 5, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 9, \"avg_words_raw\": 4.833333333, \"avg_word_host\": 9.0, \"avg_word_path\": 4.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 638, \"domain_age\": 6302, \"web_traffic\": 17158, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 80, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.075, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 25, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 7, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 7, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 17, \"longest_word_path\": 10, \"avg_words_raw\": 6.727272727000001, \"avg_word_host\": 10.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 300, \"domain_age\": 7005, \"web_traffic\": 150317, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 97, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 50, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 3, \"nb_underscore\": 2, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 17, \"longest_word_host\": 13, \"longest_word_path\": 17, \"avg_words_raw\": 7.769230769, \"avg_word_host\": 8.4, \"avg_word_path\": 7.375, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 25, \"domain_age\": 3992, \"web_traffic\": 5697976, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 128, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.140625, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 4, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 2, \"longest_words_raw\": 15, \"longest_word_host\": 15, \"longest_word_path\": 7, \"avg_words_raw\": 5.416666667, \"avg_word_host\": 8.5, \"avg_word_path\": 4.8, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 9, \"domain_age\": 1086, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 88, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.045454545, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 10, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 8, \"longest_word_host\": 3, \"longest_word_path\": 8, \"avg_words_raw\": 4.545454545, \"avg_word_host\": 3.0, \"avg_word_path\": 4.888888889, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 248, \"domain_age\": 125, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 70, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.042857143, \"ratio_digits_host\": 0.0, \"nb_redirection\": 5}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 2, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 7, \"shortest_word_path\": 4, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 8, \"avg_words_raw\": 6.666666667, \"avg_word_host\": 8.0, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 598, \"domain_age\": 6342, \"web_traffic\": 294, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 57, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 3, \"longest_word_host\": 3, \"longest_word_path\": 0, \"avg_words_raw\": 3.0, \"avg_word_host\": 3.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 127, \"domain_age\": 9368, \"web_traffic\": 31833, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 19, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.052631579, \"ratio_digits_host\": 0.090909091, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 2, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 374, \"domain_age\": 7295, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.1, \"ratio_digits_host\": 0.130434783, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 5, \"shortest_word_host\": 14, \"shortest_word_path\": 5, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 6, \"avg_words_raw\": 8.333333332999999, \"avg_word_host\": 14.0, \"avg_word_path\": 5.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 777, \"domain_age\": -1, \"web_traffic\": 752492, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 39, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 11, \"longest_word_host\": 7, \"longest_word_path\": 11, \"avg_words_raw\": 5.4, \"avg_word_host\": 5.0, \"avg_word_path\": 5.666666667, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 205, \"domain_age\": 5639, \"web_traffic\": 2, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 10, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 43, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.023255814, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 0, \"avg_words_raw\": 8.5, \"avg_word_host\": 8.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1788, \"domain_age\": 3691, \"web_traffic\": 8098260, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 30, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 4, \"shortest_word_path\": 1, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 8, \"avg_words_raw\": 5.166666667, \"avg_word_host\": 6.0, \"avg_word_path\": 4.75, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 224, \"domain_age\": 9639, \"web_traffic\": 149, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 48, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 8, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 17, \"longest_word_host\": 12, \"longest_word_path\": 17, \"avg_words_raw\": 9.555555556, \"avg_word_host\": 7.5, \"avg_word_path\": 10.14285714, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 91, \"domain_age\": 274, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 106, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.047169811, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 8, \"avg_words_raw\": 5.5, \"avg_word_host\": 6.5, \"avg_word_path\": 4.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 254, \"domain_age\": 5904, \"web_traffic\": 1468, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 37, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 1, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 13, \"char_repeat\": 0, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 1, \"longest_words_raw\": 8, \"longest_word_host\": 3, \"longest_word_path\": 8, \"avg_words_raw\": 3.615384615, \"avg_word_host\": 2.25, \"avg_word_path\": 4.222222222, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 2, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 1, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 53, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.188679245, \"ratio_digits_host\": 0.75, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 8, \"shortest_word_path\": 4, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 7, \"avg_words_raw\": 6.333333333, \"avg_word_host\": 8.0, \"avg_word_path\": 5.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 266, \"domain_age\": 7039, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 35, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 1, \"shortest_words_raw\": 4, \"shortest_word_host\": 6, \"shortest_word_path\": 4, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 8, \"avg_words_raw\": 7.571428571, \"avg_word_host\": 9.666666667, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 353, \"domain_age\": 11, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 70, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.085714286, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 7, \"longest_word_host\": 6, \"longest_word_path\": 7, \"avg_words_raw\": 5.0, \"avg_word_host\": 4.5, \"avg_word_path\": 5.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 6693123, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 8, \"longest_word_path\": 10, \"avg_words_raw\": 6.4, \"avg_word_host\": 5.5, \"avg_word_path\": 7.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 554, \"domain_age\": 2732, \"web_traffic\": 9494, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 48, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 10, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 9, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 7, \"avg_words_raw\": 4.083333333, \"avg_word_host\": 9.0, \"avg_word_path\": 3.636363636000001, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 739, \"domain_age\": 2183, \"web_traffic\": 4676, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 73, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 14, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 7, \"longest_word_host\": 7, \"longest_word_path\": 0, \"avg_words_raw\": 5.0, \"avg_word_host\": 5.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 334, \"domain_age\": 4049, \"web_traffic\": 488821, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 22, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 13, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 1, \"shortest_words_raw\": 5, \"shortest_word_host\": 9, \"shortest_word_path\": 5, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 8, \"avg_words_raw\": 7.25, \"avg_word_host\": 9.0, \"avg_word_path\": 6.666666667, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1384, \"domain_age\": 4825, \"web_traffic\": 128305, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 30, \"ip\": 1, \"nb_dots\": 6, \"nb_hyphens\": 6, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 1, \"nb_or\": 0, \"nb_eq\": 2, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 22, \"char_repeat\": 5, \"shortest_words_raw\": 1, \"shortest_word_host\": 10, \"shortest_word_path\": 1, \"longest_words_raw\": 26, \"longest_word_host\": 15, \"longest_word_path\": 26, \"avg_words_raw\": 5.727272727000001, \"avg_word_host\": 12.5, \"avg_word_path\": 5.05, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 173, \"domain_age\": 5670, \"web_traffic\": 5836, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 6, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 159, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.13836478, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 4, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 5, \"avg_words_raw\": 5.2, \"avg_word_host\": 7.0, \"avg_word_path\": 4.0, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 518, \"domain_age\": 7800, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 4, \"shortest_word_path\": 4, \"longest_words_raw\": 7, \"longest_word_host\": 4, \"longest_word_path\": 7, \"avg_words_raw\": 5.0, \"avg_word_host\": 4.0, \"avg_word_path\": 5.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 5, \"nb_hyphens\": 0, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 12, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 7, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 8, \"longest_word_path\": 11, \"avg_words_raw\": 6.666666667, \"avg_word_host\": 7.5, \"avg_word_path\": 6.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 1, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 127, \"domain_age\": 4258, \"web_traffic\": 166976, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 4, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 105, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 8, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 5, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 5, \"longest_word_path\": 10, \"avg_words_raw\": 4.833333333, \"avg_word_host\": 5.0, \"avg_word_path\": 4.8, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 2643194, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 45, \"nb_com\": 2, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 8, \"longest_word_host\": 5, \"longest_word_path\": 8, \"avg_words_raw\": 4.571428571, \"avg_word_host\": 4.0, \"avg_word_path\": 5.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 356, \"domain_age\": -1, \"web_traffic\": 9281332, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 50, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 13, \"longest_word_host\": 13, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1436, \"domain_age\": 8058, \"web_traffic\": 1203458, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 29, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 6, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 5, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 9, \"avg_words_raw\": 5.272727273, \"avg_word_host\": 7.5, \"avg_word_path\": 4.777777778, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 482, \"domain_age\": 7917, \"web_traffic\": 2462, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 6, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 80, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 10, \"avg_words_raw\": 5.857142857, \"avg_word_host\": 6.5, \"avg_word_path\": 5.6, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 992, \"domain_age\": 4486, \"web_traffic\": 2873, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 58, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 1, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 1, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 11, \"longest_word_host\": 7, \"longest_word_path\": 11, \"avg_words_raw\": 5.3, \"avg_word_host\": 5.0, \"avg_word_path\": 5.375, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 139, \"domain_age\": 2783, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 73, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 18, \"shortest_word_path\": 2, \"longest_words_raw\": 18, \"longest_word_host\": 18, \"longest_word_path\": 8, \"avg_words_raw\": 7.5, \"avg_word_host\": 18.0, \"avg_word_path\": 4.0, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 367, \"domain_age\": 1824, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.02173913, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 21, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 14, \"longest_word_host\": 14, \"longest_word_path\": 2, \"avg_words_raw\": 6.333333333, \"avg_word_host\": 8.5, \"avg_word_path\": 2.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 199, \"domain_age\": 167, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 33, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 11, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 2, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 1, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 1, \"char_repeat\": 1, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 0, \"avg_words_raw\": 8.0, \"avg_word_host\": 8.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 189, \"domain_age\": 2367, \"web_traffic\": 470719, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 24, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.125, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 3.333333333, \"avg_word_host\": 3.333333333, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 58, \"domain_age\": 1038, \"web_traffic\": 3186834, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 1, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 25, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 25, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 4, \"shortest_words_raw\": 1, \"shortest_word_host\": 1, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 7, \"avg_words_raw\": 4.5, \"avg_word_host\": 4.5, \"avg_word_path\": 4.5, \"phish_hints\": 2, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 228, \"domain_age\": 5615, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 44, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0681818179999999, \"ratio_digits_host\": 0.12, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 12, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 9, \"char_repeat\": 3, \"shortest_words_raw\": 1, \"shortest_word_host\": 3, \"shortest_word_path\": 1, \"longest_words_raw\": 9, \"longest_word_host\": 4, \"longest_word_path\": 9, \"avg_words_raw\": 4.222222222, \"avg_word_host\": 3.5, \"avg_word_path\": 4.428571429, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 298, \"domain_age\": 7737, \"web_traffic\": 136610, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 57, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.105263158, \"ratio_digits_host\": 0.0, \"nb_redirection\": 2}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 22, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 1, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 6, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 5, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 9, \"avg_words_raw\": 6.833333333, \"avg_word_host\": 8.5, \"avg_word_path\": 6.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 748, \"domain_age\": 7286, \"web_traffic\": 332, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 58, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.1034482759999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 19, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 1, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 1, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 6, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 6, \"longest_words_raw\": 11, \"longest_word_host\": 11, \"longest_word_path\": 11, \"avg_words_raw\": 8.2, \"avg_word_host\": 7.0, \"avg_word_path\": 9.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 636, \"domain_age\": 6669, \"web_traffic\": 6844, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 56, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.035714286, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 0, \"avg_words_raw\": 7.5, \"avg_word_host\": 7.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 1801352, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 32, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 16, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 3, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 8, \"longest_word_host\": 8, \"longest_word_path\": 8, \"avg_words_raw\": 5.428571429, \"avg_word_host\": 5.5, \"avg_word_path\": 5.4, \"phish_hints\": 4, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 720, \"domain_age\": 2567, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 56, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 23, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 0, \"shortest_words_raw\": 8, \"shortest_word_host\": 8, \"shortest_word_path\": 0, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 0, \"avg_words_raw\": 9.0, \"avg_word_host\": 9.0, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 1, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 371, \"domain_age\": 7298, \"web_traffic\": 2347807, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 31, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 15, \"ip\": 1, \"nb_dots\": 4, \"nb_hyphens\": 6, \"nb_at\": 1, \"nb_qm\": 0, \"nb_and\": 2, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 2, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 14, \"char_repeat\": 7, \"shortest_words_raw\": 2, \"shortest_word_host\": 8, \"shortest_word_path\": 2, \"longest_words_raw\": 24, \"longest_word_host\": 8, \"longest_word_path\": 24, \"avg_words_raw\": 9.857142857, \"avg_word_host\": 8.0, \"avg_word_path\": 10.0, \"phish_hints\": 1, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 1768405, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 165, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.363636364, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 8, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 0, \"shortest_words_raw\": 4, \"shortest_word_host\": 5, \"shortest_word_path\": 4, \"longest_words_raw\": 10, \"longest_word_host\": 5, \"longest_word_path\": 10, \"avg_words_raw\": 5.6, \"avg_word_host\": 5.0, \"avg_word_path\": 5.75, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 2488533, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 42, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 1, \"nb_at\": 1, \"nb_qm\": 1, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 1, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 1, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 1, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 4, \"shortest_word_path\": 2, \"longest_words_raw\": 31, \"longest_word_host\": 9, \"longest_word_path\": 31, \"avg_words_raw\": 7.4, \"avg_word_host\": 6.5, \"avg_word_path\": 7.625, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 187, \"domain_age\": 179, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 95, \"nb_com\": 1, \"http_in_path\": 0, \"ratio_digits_url\": 0.073684211, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 10, \"ip\": 1, \"nb_dots\": 2, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 7, \"char_repeat\": 3, \"shortest_words_raw\": 3, \"shortest_word_host\": 7, \"shortest_word_path\": 3, \"longest_words_raw\": 32, \"longest_word_host\": 7, \"longest_word_path\": 32, \"avg_words_raw\": 9.571428571, \"avg_word_host\": 7.0, \"avg_word_path\": 10.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 1106, \"domain_age\": 3277, \"web_traffic\": 8137075, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 86, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.174418605, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ], [ { "role": "system", "content": "You are a cyber-security expert expert in fishing detection. Your task is to analyze the provided URL data and predict the missing security details. You need to return a JSON formatted response based on the provided input JSON. The input contains various URL characteristics. The output should contain the predicted missing values for specific fields such as length_url, nb_com, http_in_path, ratio_digits_url, ratio_digits_host, and nb_redirection. You will receive an Input JSON and you must return the correct Output JSON." }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 18, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 4, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 5, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 10, \"char_repeat\": 4, \"shortest_words_raw\": 2, \"shortest_word_host\": 3, \"shortest_word_path\": 2, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 6, \"avg_words_raw\": 4.6, \"avg_word_host\": 6.5, \"avg_word_path\": 4.125, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 281, \"domain_age\": 5198, \"web_traffic\": 82496, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 3, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 66, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 38, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 2, \"char_repeat\": 1, \"shortest_words_raw\": 6, \"shortest_word_host\": 6, \"shortest_word_path\": 0, \"longest_words_raw\": 27, \"longest_word_host\": 27, \"longest_word_path\": 0, \"avg_words_raw\": 16.5, \"avg_word_host\": 16.5, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 248, \"domain_age\": 5230, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 7, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 46, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 6, \"char_repeat\": 6, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 2, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 4, \"avg_words_raw\": 4.0, \"avg_word_host\": 4.666666667, \"avg_word_path\": 3.333333333, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": -1, \"web_traffic\": 4248, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 42, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 1, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 4, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 3, \"longest_words_raw\": 10, \"longest_word_host\": 10, \"longest_word_path\": 3, \"avg_words_raw\": 5.333333333, \"avg_word_host\": 6.5, \"avg_word_path\": 3.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 273, \"domain_age\": 2649, \"web_traffic\": 468198, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 28, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 24, \"ip\": 0, \"nb_dots\": 1, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 4, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 1, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 1, \"shortest_words_raw\": 9, \"shortest_word_host\": 20, \"shortest_word_path\": 9, \"longest_words_raw\": 20, \"longest_word_host\": 20, \"longest_word_path\": 9, \"avg_words_raw\": 12.66666667, \"avg_word_host\": 20.0, \"avg_word_path\": 9.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 153, \"domain_age\": 2768, \"web_traffic\": 309734, \"dns_record\": 0, \"google_index\": 0, \"page_rank\": 4, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 52, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 33, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 3, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 1, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 5, \"char_repeat\": 0, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 0, \"longest_words_raw\": 9, \"longest_word_host\": 9, \"longest_word_path\": 0, \"avg_words_raw\": 4.8, \"avg_word_host\": 4.8, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 201, \"domain_age\": 165, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 0, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 41, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.024390244, \"ratio_digits_host\": 0.03030303, \"nb_redirection\": 1}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 20, \"ip\": 0, \"nb_dots\": 3, \"nb_hyphens\": 0, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 4, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 4, \"shortest_word_path\": 3, \"longest_words_raw\": 12, \"longest_word_host\": 12, \"longest_word_path\": 4, \"avg_words_raw\": 5.75, \"avg_word_host\": 8.0, \"avg_word_path\": 3.5, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 1, \"domain_registration_length\": 0, \"domain_age\": 2297, \"web_traffic\": 4070911, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 36, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Example Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 2, \"nb_hyphens\": 1, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 3, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 0, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 2, \"prefix_suffix\": 1, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 3, \"char_repeat\": 0, \"shortest_words_raw\": 3, \"shortest_word_host\": 3, \"shortest_word_path\": 0, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 0, \"avg_words_raw\": 3.666666667, \"avg_word_host\": 3.666666667, \"avg_word_path\": 0.0, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 170, \"domain_age\": 560, \"web_traffic\": 0, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 2, \"is_phishing\": 1}" }, { "role": "assistant", "content": "Example Output JSON:\n{\"length_url\": 26, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" }, { "role": "user", "content": "Query Input JSON:\n{\"length_hostname\": 17, \"ip\": 0, \"nb_dots\": 4, \"nb_hyphens\": 2, \"nb_at\": 0, \"nb_qm\": 0, \"nb_and\": 0, \"nb_or\": 0, \"nb_eq\": 0, \"nb_underscore\": 0, \"nb_tilde\": 0, \"nb_percent\": 0, \"nb_slash\": 7, \"nb_star\": 0, \"nb_colon\": 1, \"nb_comma\": 0, \"nb_semicolumn\": 0, \"nb_dollar\": 0, \"nb_space\": 0, \"nb_www\": 0, \"nb_dslash\": 0, \"https_token\": 1, \"punycode\": 0, \"port\": 0, \"tld_in_path\": 0, \"tld_in_subdomain\": 0, \"abnormal_subdomain\": 0, \"nb_subdomains\": 3, \"prefix_suffix\": 0, \"random_domain\": 0, \"shortening_service\": 0, \"path_extension\": 0, \"nb_external_redirection\": 0, \"length_words_raw\": 11, \"char_repeat\": 1, \"shortest_words_raw\": 2, \"shortest_word_host\": 2, \"shortest_word_path\": 2, \"longest_words_raw\": 5, \"longest_word_host\": 5, \"longest_word_path\": 5, \"avg_words_raw\": 3.3636363639999995, \"avg_word_host\": 3.666666667, \"avg_word_path\": 3.25, \"phish_hints\": 0, \"domain_in_brand\": 0, \"brand_in_subdomain\": 0, \"brand_in_path\": 0, \"suspecious_tld\": 0, \"statistical_report\": 0, \"whois_registered_domain\": 0, \"domain_registration_length\": 0, \"domain_age\": 12184, \"web_traffic\": 4150, \"dns_record\": 0, \"google_index\": 1, \"page_rank\": 5, \"is_phishing\": 0}" }, { "role": "assistant", "content": "Query Output JSON:\n{\"length_url\": 58, \"nb_com\": 0, \"http_in_path\": 0, \"ratio_digits_url\": 0.0862068969999999, \"ratio_digits_host\": 0.0, \"nb_redirection\": 0}" } ] ]