| { |
| "dataset_info": { |
| "name": "attacks-weekly", |
| "version": "1.0.0", |
| "description": "Cybersecurity dataset from honeypot infrastructure", |
| "total_samples": 78983, |
| "features": 144, |
| "creation_timestamp": "2025-11-03T06:08:38.526741+00:00", |
| "data_source": "Honeypot Infrastructure", |
| "honeypot_types": {}, |
| "time_range": { |
| "start": "", |
| "end": "2025-11-03T06:00:01.806115+00:00" |
| } |
| }, |
| "statistics": { |
| "total_events": 100000, |
| "successful_extractions": 100000, |
| "feature_extraction_time": 85.928953, |
| "dataset_creation_time": 0, |
| "quality_score": 0.0 |
| }, |
| "feature_schema": { |
| "honeypot_ip_int": "object", |
| "src_port": "object", |
| "src_ip": "object", |
| "@version": "object", |
| "type": "object", |
| "geoip_ext": "object", |
| "geoip": "object", |
| "@timestamp": "object", |
| "honeypot_ip_ext": "object", |
| "dest_port": "int64", |
| "timestamp": "object", |
| "action": "object", |
| "protocol": "object", |
| "host": "object", |
| "dest_ip": "object", |
| "honeypot_hostname": "object", |
| "mitre_techniques": "object", |
| "attack_vectors": "object", |
| "mitre_tactic": "object", |
| "mitre_technique": "object", |
| "confidence_score": "object", |
| "is_malicious": "bool", |
| "severity": "object", |
| "primary_label": "object", |
| "raw_mtu": "object", |
| "subject": "object", |
| "link": "object", |
| "mod": "object", |
| "raw_freq": "object", |
| "ip_rep": "object", |
| "uptime": "object", |
| "fatt_ssh": "object", |
| "tags": "object", |
| "dist": "object", |
| "params": "object", |
| "os": "object", |
| "raw_sig": "object", |
| "event_type": "object", |
| "in_iface": "object", |
| "pkt_src": "object", |
| "rdp": "object", |
| "flow_id": "object", |
| "proto": "object", |
| "data": "object", |
| "mstshash": "object", |
| "operation_mode": "object", |
| "download_tries": "object", |
| "is_virtual": "object", |
| "end_time": "object", |
| "proxy_connection": "object", |
| "downloads": "object", |
| "start_time": "object", |
| "attack_connection": "object", |
| "download_count": "object", |
| "flow": "object", |
| "app_proto": "object", |
| "tcp": "object", |
| "metadata": "object", |
| "payload_printable": "object", |
| "stream": "object", |
| "alert": "object", |
| "direction": "object", |
| "tx_id": "object", |
| "tx_guessed": "object", |
| "payload": "object", |
| "fatt_rdp": "object", |
| "raw_hits": "object", |
| "reason": "object", |
| "app_proto_tc": "object", |
| "tls": "object", |
| "anomaly": "object", |
| "fatt_tls": "object", |
| "input": "object", |
| "username": "object", |
| "message": "object", |
| "status": "object", |
| "output": "object", |
| "service": "object", |
| "level": "object", |
| "session": "object", |
| "msg": "object", |
| "environ": "object", |
| "session_duration": "float64", |
| "http": "object", |
| "ssh": "object", |
| "lang": "object", |
| "app": "object", |
| "eventid": "object", |
| "sensor": "object", |
| "fileinfo": "object", |
| "smb": "object", |
| "client_version": "object", |
| "password": "object", |
| "client": "object", |
| "smtp": "object", |
| "files": "object", |
| "ftp": "object", |
| "duration": "object", |
| "fatt_http": "object", |
| "request.headers.Connection": "object", |
| "request.userAgent": "object", |
| "response.metadata.provider": "object", |
| "request.bodySha256": "object", |
| "response.headers.Content-Type": "object", |
| "request.headers.Accept-Encoding": "object", |
| "request.body": "object", |
| "response.headers.Server": "object", |
| "response.metadata.temperature": "object", |
| "hostname": "object", |
| "request.headers.sortedSha256": "object", |
| "request.protocol": "object", |
| "response.body": "object", |
| "response.metadata.model": "object", |
| "request.requestURI": "object", |
| "request.headers.sorted": "object", |
| "request.method": "object", |
| "response.metadata.generationSource": "object", |
| "sensorName": "object", |
| "request.headers.User-Agent": "object", |
| "request.headers.Accept": "object", |
| "id": "object", |
| "request": "object", |
| "sensorid": "object", |
| "data_type": "object", |
| "public_ip": "object", |
| "response": "object", |
| "icmp_code": "object", |
| "icmp_type": "object", |
| "called_number": "object", |
| "sip_user_agent": "object", |
| "app_version": "object", |
| "created_by_node_id": "object", |
| "sip_method": "object", |
| "sip_message": "object", |
| "collected_method": "object", |
| "app_name": "object", |
| "transport_type": "object", |
| "event_uuid": "object", |
| "request.headers.Accept-Charset": "object", |
| "request.headers.From": "object", |
| "request.headers.Content-Type": "object", |
| "request.headers.X-Requested-With": "object", |
| "request.headers.Accept-Language": "object", |
| "commands": "object" |
| }, |
| "quality_metrics": { |
| "completeness": { |
| "honeypot_ip_int": 1.0, |
| "src_port": 1.0, |
| "src_ip": 1.0, |
| "@version": 1.0, |
| "type": 1.0, |
| "geoip_ext": 1.0, |
| "geoip": 1.0, |
| "@timestamp": 1.0, |
| "honeypot_ip_ext": 1.0, |
| "dest_port": 1.0, |
| "timestamp": 1.0, |
| "action": 1.0, |
| "protocol": 1.0, |
| "host": 1.0, |
| "dest_ip": 1.0, |
| "honeypot_hostname": 1.0, |
| "mitre_techniques": 1.0, |
| "attack_vectors": 1.0, |
| "mitre_tactic": 1.0, |
| "mitre_technique": 1.0, |
| "confidence_score": 1.0, |
| "is_malicious": 1.0, |
| "severity": 1.0, |
| "primary_label": 1.0, |
| "raw_mtu": 1.0, |
| "subject": 1.0, |
| "link": 1.0, |
| "mod": 1.0, |
| "raw_freq": 1.0, |
| "ip_rep": 1.0, |
| "uptime": 1.0, |
| "fatt_ssh": 1.0, |
| "tags": 1.0, |
| "dist": 1.0, |
| "params": 1.0, |
| "os": 1.0, |
| "raw_sig": 1.0, |
| "event_type": 1.0, |
| "in_iface": 1.0, |
| "pkt_src": 1.0, |
| "rdp": 1.0, |
| "flow_id": 1.0, |
| "proto": 1.0, |
| "data": 1.0, |
| "mstshash": 1.0, |
| "operation_mode": 1.0, |
| "download_tries": 1.0, |
| "is_virtual": 1.0, |
| "end_time": 1.0, |
| "proxy_connection": 1.0, |
| "downloads": 1.0, |
| "start_time": 1.0, |
| "attack_connection": 1.0, |
| "download_count": 1.0, |
| "flow": 1.0, |
| "app_proto": 1.0, |
| "tcp": 1.0, |
| "metadata": 1.0, |
| "payload_printable": 1.0, |
| "stream": 1.0, |
| "alert": 1.0, |
| "direction": 1.0, |
| "tx_id": 1.0, |
| "tx_guessed": 1.0, |
| "payload": 1.0, |
| "fatt_rdp": 1.0, |
| "raw_hits": 1.0, |
| "reason": 1.0, |
| "app_proto_tc": 1.0, |
| "tls": 1.0, |
| "anomaly": 1.0, |
| "fatt_tls": 1.0, |
| "input": 1.0, |
| "username": 1.0, |
| "message": 1.0, |
| "status": 1.0, |
| "output": 1.0, |
| "service": 1.0, |
| "level": 1.0, |
| "session": 1.0, |
| "msg": 1.0, |
| "environ": 1.0, |
| "session_duration": 1.0, |
| "http": 1.0, |
| "ssh": 1.0, |
| "lang": 1.0, |
| "app": 1.0, |
| "eventid": 1.0, |
| "sensor": 1.0, |
| "fileinfo": 1.0, |
| "smb": 1.0, |
| "client_version": 1.0, |
| "password": 1.0, |
| "client": 1.0, |
| "smtp": 1.0, |
| "files": 1.0, |
| "ftp": 1.0, |
| "duration": 1.0, |
| "fatt_http": 1.0, |
| "request.headers.Connection": 1.0, |
| "request.userAgent": 1.0, |
| "response.metadata.provider": 1.0, |
| "request.bodySha256": 1.0, |
| "response.headers.Content-Type": 1.0, |
| "request.headers.Accept-Encoding": 1.0, |
| "request.body": 1.0, |
| "response.headers.Server": 1.0, |
| "response.metadata.temperature": 1.0, |
| "hostname": 1.0, |
| "request.headers.sortedSha256": 1.0, |
| "request.protocol": 1.0, |
| "response.body": 1.0, |
| "response.metadata.model": 1.0, |
| "request.requestURI": 1.0, |
| "request.headers.sorted": 1.0, |
| "request.method": 1.0, |
| "response.metadata.generationSource": 1.0, |
| "sensorName": 1.0, |
| "request.headers.User-Agent": 1.0, |
| "request.headers.Accept": 1.0, |
| "id": 1.0, |
| "request": 1.0, |
| "sensorid": 1.0, |
| "data_type": 1.0, |
| "public_ip": 1.0, |
| "response": 1.0, |
| "icmp_code": 1.0, |
| "icmp_type": 1.0, |
| "called_number": 1.0, |
| "sip_user_agent": 1.0, |
| "app_version": 1.0, |
| "created_by_node_id": 1.0, |
| "sip_method": 1.0, |
| "sip_message": 1.0, |
| "collected_method": 1.0, |
| "app_name": 1.0, |
| "transport_type": 1.0, |
| "event_uuid": 1.0, |
| "request.headers.Accept-Charset": 1.0, |
| "request.headers.From": 1.0, |
| "request.headers.Content-Type": 1.0, |
| "request.headers.X-Requested-With": 1.0, |
| "request.headers.Accept-Language": 1.0, |
| "commands": 1.0 |
| }, |
| "uniqueness": { |
| "honeypot_ip_int": 0.5748578808097945, |
| "src_port": 0.10316143980350202, |
| "src_ip": 0.0207639618652115, |
| "@version": 1.2660952356836282e-05, |
| "type": 0.00013927047592519908, |
| "geoip_ext": 0.00010128761885469025, |
| "geoip": 0.028107314232176543, |
| "@timestamp": 0.3359077269792234, |
| "honeypot_ip_ext": 1.2660952356836282e-05, |
| "dest_port": 0.016016104731397897, |
| "timestamp": 0.41070863350341213, |
| "action": 6.33047617841814e-05, |
| "protocol": 0.00013927047592519908, |
| "host": 0.003785624754694048, |
| "dest_ip": 0.00010128761885469025, |
| "honeypot_hostname": 0.003785624754694048, |
| "mitre_techniques": 1.2660952356836282e-05, |
| "attack_vectors": 1.2660952356836282e-05, |
| "mitre_tactic": 1.2660952356836282e-05, |
| "mitre_technique": 1.2660952356836282e-05, |
| "confidence_score": 1.2660952356836282e-05, |
| "is_malicious": 1.2660952356836282e-05, |
| "severity": 1.2660952356836282e-05, |
| "primary_label": 3.7982857070508846e-05, |
| "raw_mtu": 0.00027854095185039817, |
| "subject": 3.7982857070508846e-05, |
| "link": 0.00011394857121152653, |
| "mod": 0.00011394857121152653, |
| "raw_freq": 0.0047985009432409504, |
| "ip_rep": 7.596571414101769e-05, |
| "uptime": 0.009305799982274666, |
| "fatt_ssh": 0.00029120190420723447, |
| "tags": 2.5321904713672563e-05, |
| "dist": 0.00041781142777559725, |
| "params": 0.0001266095235683628, |
| "os": 0.00017725333299570793, |
| "raw_sig": 0.004912449514452477, |
| "event_type": 0.00017725333299570793, |
| "in_iface": 2.5321904713672563e-05, |
| "pkt_src": 5.0643809427345126e-05, |
| "rdp": 0.00013927047592519908, |
| "flow_id": 0.11307496549890483, |
| "proto": 5.0643809427345126e-05, |
| "data": 0.00022789714242305305, |
| "mstshash": 2.5321904713672563e-05, |
| "operation_mode": 2.5321904713672563e-05, |
| "download_tries": 2.5321904713672563e-05, |
| "is_virtual": 2.5321904713672563e-05, |
| "end_time": 0.01171138093007356, |
| "proxy_connection": 0.00011394857121152653, |
| "downloads": 2.5321904713672563e-05, |
| "start_time": 0.011660737120646214, |
| "attack_connection": 0.003456439993416305, |
| "download_count": 2.5321904713672563e-05, |
| "flow": 0.2236937062405834, |
| "app_proto": 0.0001266095235683628, |
| "tcp": 0.0027221047567198005, |
| "metadata": 0.0005190990466302875, |
| "payload_printable": 0.0013293999974678095, |
| "stream": 3.7982857070508846e-05, |
| "alert": 0.003583049516984668, |
| "direction": 3.7982857070508846e-05, |
| "tx_id": 6.33047617841814e-05, |
| "tx_guessed": 2.5321904713672563e-05, |
| "payload": 0.0013167390451109733, |
| "fatt_rdp": 3.7982857070508846e-05, |
| "raw_hits": 0.0009748933314763936, |
| "reason": 0.0002658799994935619, |
| "app_proto_tc": 3.7982857070508846e-05, |
| "tls": 0.00043047238013243355, |
| "anomaly": 0.00016459238063887166, |
| "fatt_tls": 0.000405150475418761, |
| "input": 0.0004557942848461061, |
| "username": 0.000316523808920907, |
| "message": 0.003874251421191902, |
| "status": 2.5321904713672563e-05, |
| "output": 0.001038198093260575, |
| "service": 2.5321904713672563e-05, |
| "level": 2.5321904713672563e-05, |
| "session": 0.0026714609472924555, |
| "msg": 8.862666649785397e-05, |
| "environ": 2.5321904713672563e-05, |
| "session_duration": 1.2660952356836282e-05, |
| "http": 0.001937125710595951, |
| "ssh": 0.0003924895230619247, |
| "lang": 5.0643809427345126e-05, |
| "app": 7.596571414101769e-05, |
| "eventid": 5.0643809427345126e-05, |
| "sensor": 2.5321904713672563e-05, |
| "fileinfo": 0.000405150475418761, |
| "smb": 0.0005317599989871238, |
| "client_version": 2.5321904713672563e-05, |
| "password": 0.000493777141916615, |
| "client": 8.862666649785397e-05, |
| "smtp": 3.7982857070508846e-05, |
| "files": 1.2660952356836282e-05, |
| "ftp": 7.596571414101769e-05, |
| "duration": 7.596571414101769e-05, |
| "fatt_http": 0.0001266095235683628, |
| "request.headers.Connection": 3.7982857070508846e-05, |
| "request.userAgent": 0.0001266095235683628, |
| "response.metadata.provider": 2.5321904713672563e-05, |
| "request.bodySha256": 2.5321904713672563e-05, |
| "response.headers.Content-Type": 5.0643809427345126e-05, |
| "request.headers.Accept-Encoding": 7.596571414101769e-05, |
| "request.body": 1.2660952356836282e-05, |
| "response.headers.Server": 7.596571414101769e-05, |
| "response.metadata.temperature": 2.5321904713672563e-05, |
| "hostname": 0.0001266095235683628, |
| "request.headers.sortedSha256": 0.00013927047592519908, |
| "request.protocol": 3.7982857070508846e-05, |
| "response.body": 6.33047617841814e-05, |
| "response.metadata.model": 2.5321904713672563e-05, |
| "request.requestURI": 5.0643809427345126e-05, |
| "request.headers.sorted": 0.0001266095235683628, |
| "request.method": 2.5321904713672563e-05, |
| "response.metadata.generationSource": 5.0643809427345126e-05, |
| "sensorName": 7.596571414101769e-05, |
| "request.headers.User-Agent": 0.0001266095235683628, |
| "request.headers.Accept": 5.0643809427345126e-05, |
| "id": 2.5321904713672563e-05, |
| "request": 1.2660952356836282e-05, |
| "sensorid": 2.5321904713672563e-05, |
| "data_type": 2.5321904713672563e-05, |
| "public_ip": 2.5321904713672563e-05, |
| "response": 1.2660952356836282e-05, |
| "icmp_code": 2.5321904713672563e-05, |
| "icmp_type": 2.5321904713672563e-05, |
| "called_number": 1.2660952356836282e-05, |
| "sip_user_agent": 1.2660952356836282e-05, |
| "app_version": 2.5321904713672563e-05, |
| "created_by_node_id": 2.5321904713672563e-05, |
| "sip_method": 1.2660952356836282e-05, |
| "sip_message": 1.2660952356836282e-05, |
| "collected_method": 2.5321904713672563e-05, |
| "app_name": 2.5321904713672563e-05, |
| "transport_type": 2.5321904713672563e-05, |
| "event_uuid": 2.5321904713672563e-05, |
| "request.headers.Accept-Charset": 2.5321904713672563e-05, |
| "request.headers.From": 2.5321904713672563e-05, |
| "request.headers.Content-Type": 2.5321904713672563e-05, |
| "request.headers.X-Requested-With": 2.5321904713672563e-05, |
| "request.headers.Accept-Language": 2.5321904713672563e-05, |
| "commands": 1.2660952356836282e-05 |
| } |
| } |
| } |
