| { |
| "dataset_info": { |
| "name": "attacks-weekly", |
| "version": "1.0.0", |
| "description": "Cybersecurity dataset from honeypot infrastructure", |
| "total_samples": 79572, |
| "features": 147, |
| "creation_timestamp": "2025-10-27T06:09:25.243879+00:00", |
| "data_source": "Honeypot Infrastructure", |
| "honeypot_types": {}, |
| "time_range": { |
| "start": "", |
| "end": "2025-10-27T06:00:01.989960+00:00" |
| } |
| }, |
| "statistics": { |
| "total_events": 100000, |
| "successful_extractions": 100000, |
| "feature_extraction_time": 107.564934, |
| "dataset_creation_time": 0, |
| "quality_score": 0.0 |
| }, |
| "feature_schema": { |
| "app_proto": "object", |
| "flow_id": "object", |
| "metadata": "object", |
| "@timestamp": "object", |
| "timestamp": "object", |
| "pkt_src": "object", |
| "src_port": "object", |
| "proto": "object", |
| "@version": "object", |
| "host": "object", |
| "honeypot_ip_int": "object", |
| "type": "object", |
| "geoip_ext": "object", |
| "alert": "object", |
| "payload_printable": "object", |
| "in_iface": "object", |
| "event_type": "object", |
| "dest_port": "int64", |
| "stream": "object", |
| "tx_id": "object", |
| "tx_guessed": "object", |
| "honeypot_ip_ext": "object", |
| "tags": "object", |
| "geoip": "object", |
| "honeypot_hostname": "object", |
| "dest_ip": "object", |
| "src_ip": "object", |
| "rdp": "object", |
| "flow": "object", |
| "direction": "object", |
| "payload": "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", |
| "link": "object", |
| "mod": "object", |
| "subject": "object", |
| "tcp": "object", |
| "ip_rep": "object", |
| "os": "object", |
| "params": "object", |
| "raw_sig": "object", |
| "dist": "object", |
| "app_proto_tc": "object", |
| "download_count": "object", |
| "proxy_connection": "object", |
| "downloads": "object", |
| "is_virtual": "object", |
| "attack_connection": "object", |
| "operation_mode": "object", |
| "start_time": "object", |
| "end_time": "object", |
| "download_tries": "object", |
| "action": "object", |
| "protocol": "object", |
| "anomaly": "object", |
| "tls": "object", |
| "mstshash": "object", |
| "data": "object", |
| "fatt_rdp": "object", |
| "input": "object", |
| "level": "object", |
| "message": "object", |
| "output": "object", |
| "session": "object", |
| "service": "object", |
| "username": "object", |
| "msg": "object", |
| "status": "object", |
| "environ": "object", |
| "raw_hits": "object", |
| "reason": "object", |
| "ssh": "object", |
| "uptime": "object", |
| "raw_freq": "object", |
| "password": "object", |
| "session_duration": "float64", |
| "fatt_tls": "object", |
| "fatt_ssh": "object", |
| "app": "object", |
| "lang": "object", |
| "files": "object", |
| "http": "object", |
| "fileinfo": "object", |
| "ftp": "object", |
| "request.bodySha256": "object", |
| "request.requestURI": "object", |
| "response.metadata.temperature": "object", |
| "response.metadata.generationSource": "object", |
| "request.userAgent": "object", |
| "request.headers.sorted": "object", |
| "hostname": "object", |
| "request.headers.Accept": "object", |
| "request.headers.User-Agent": "object", |
| "response.headers.Server": "object", |
| "response.body": "object", |
| "response.metadata.model": "object", |
| "response.metadata.provider": "object", |
| "response.headers.Content-Type": "object", |
| "request.body": "object", |
| "request.headers.Accept-Encoding": "object", |
| "request.protocol": "object", |
| "request.headers.sortedSha256": "object", |
| "sensorName": "object", |
| "request.method": "object", |
| "client": "object", |
| "client_version": "object", |
| "smtp": "object", |
| "mqtt": "object", |
| "icmp_code": "object", |
| "icmp_type": "object", |
| "request.headers.Content-Type": "object", |
| "request.headers.X-Requested-With": "object", |
| "request.headers.Connection": "object", |
| "request.headers.Accept-Language": "object", |
| "request.headers.Referer": "object", |
| "request.headers.X-Forwarded-For": "object", |
| "request.headers.Authorization": "object", |
| "request.headers.Cookie": "object", |
| "smb": "object", |
| "fatt_http": "object", |
| "request.headers.Content-Length": "object", |
| "request.headers.Access-Control-Request-Method": "object", |
| "request.headers.X-Csrf-Token": "object", |
| "request.headers.Access-Control-Request-Headers": "object", |
| "request.headers.X-Api-Version": "object", |
| "request.headers.Upgrade-Insecure-Requests": "object", |
| "request.headers.Location": "object", |
| "request.headers.X-Druid-Comment": "object", |
| "request.headers.Authentication": "object", |
| "request.headers.X-Origin": "object", |
| "request.headers.Origin": "object", |
| "app_proto_ts": "object", |
| "sensor": "object", |
| "eventid": "object", |
| "src_url": "object", |
| "filename": "object", |
| "outfile": "object", |
| "shasum": "object", |
| "duration": "object", |
| "commands": "object" |
| }, |
| "quality_metrics": { |
| "completeness": { |
| "app_proto": 1.0, |
| "flow_id": 1.0, |
| "metadata": 1.0, |
| "@timestamp": 1.0, |
| "timestamp": 1.0, |
| "pkt_src": 1.0, |
| "src_port": 1.0, |
| "proto": 1.0, |
| "@version": 1.0, |
| "host": 1.0, |
| "honeypot_ip_int": 1.0, |
| "type": 1.0, |
| "geoip_ext": 1.0, |
| "alert": 1.0, |
| "payload_printable": 1.0, |
| "in_iface": 1.0, |
| "event_type": 1.0, |
| "dest_port": 1.0, |
| "stream": 1.0, |
| "tx_id": 1.0, |
| "tx_guessed": 1.0, |
| "honeypot_ip_ext": 1.0, |
| "tags": 1.0, |
| "geoip": 1.0, |
| "honeypot_hostname": 1.0, |
| "dest_ip": 1.0, |
| "src_ip": 1.0, |
| "rdp": 1.0, |
| "flow": 1.0, |
| "direction": 1.0, |
| "payload": 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, |
| "link": 1.0, |
| "mod": 1.0, |
| "subject": 1.0, |
| "tcp": 1.0, |
| "ip_rep": 1.0, |
| "os": 1.0, |
| "params": 1.0, |
| "raw_sig": 1.0, |
| "dist": 1.0, |
| "app_proto_tc": 1.0, |
| "download_count": 1.0, |
| "proxy_connection": 1.0, |
| "downloads": 1.0, |
| "is_virtual": 1.0, |
| "attack_connection": 1.0, |
| "operation_mode": 1.0, |
| "start_time": 1.0, |
| "end_time": 1.0, |
| "download_tries": 1.0, |
| "action": 1.0, |
| "protocol": 1.0, |
| "anomaly": 1.0, |
| "tls": 1.0, |
| "mstshash": 1.0, |
| "data": 1.0, |
| "fatt_rdp": 1.0, |
| "input": 1.0, |
| "level": 1.0, |
| "message": 1.0, |
| "output": 1.0, |
| "session": 1.0, |
| "service": 1.0, |
| "username": 1.0, |
| "msg": 1.0, |
| "status": 1.0, |
| "environ": 1.0, |
| "raw_hits": 1.0, |
| "reason": 1.0, |
| "ssh": 1.0, |
| "uptime": 1.0, |
| "raw_freq": 1.0, |
| "password": 1.0, |
| "session_duration": 1.0, |
| "fatt_tls": 1.0, |
| "fatt_ssh": 1.0, |
| "app": 1.0, |
| "lang": 1.0, |
| "files": 1.0, |
| "http": 1.0, |
| "fileinfo": 1.0, |
| "ftp": 1.0, |
| "request.bodySha256": 1.0, |
| "request.requestURI": 1.0, |
| "response.metadata.temperature": 1.0, |
| "response.metadata.generationSource": 1.0, |
| "request.userAgent": 1.0, |
| "request.headers.sorted": 1.0, |
| "hostname": 1.0, |
| "request.headers.Accept": 1.0, |
| "request.headers.User-Agent": 1.0, |
| "response.headers.Server": 1.0, |
| "response.body": 1.0, |
| "response.metadata.model": 1.0, |
| "response.metadata.provider": 1.0, |
| "response.headers.Content-Type": 1.0, |
| "request.body": 1.0, |
| "request.headers.Accept-Encoding": 1.0, |
| "request.protocol": 1.0, |
| "request.headers.sortedSha256": 1.0, |
| "sensorName": 1.0, |
| "request.method": 1.0, |
| "client": 1.0, |
| "client_version": 1.0, |
| "smtp": 1.0, |
| "mqtt": 1.0, |
| "icmp_code": 1.0, |
| "icmp_type": 1.0, |
| "request.headers.Content-Type": 1.0, |
| "request.headers.X-Requested-With": 1.0, |
| "request.headers.Connection": 1.0, |
| "request.headers.Accept-Language": 1.0, |
| "request.headers.Referer": 1.0, |
| "request.headers.X-Forwarded-For": 1.0, |
| "request.headers.Authorization": 1.0, |
| "request.headers.Cookie": 1.0, |
| "smb": 1.0, |
| "fatt_http": 1.0, |
| "request.headers.Content-Length": 1.0, |
| "request.headers.Access-Control-Request-Method": 1.0, |
| "request.headers.X-Csrf-Token": 1.0, |
| "request.headers.Access-Control-Request-Headers": 1.0, |
| "request.headers.X-Api-Version": 1.0, |
| "request.headers.Upgrade-Insecure-Requests": 1.0, |
| "request.headers.Location": 1.0, |
| "request.headers.X-Druid-Comment": 1.0, |
| "request.headers.Authentication": 1.0, |
| "request.headers.X-Origin": 1.0, |
| "request.headers.Origin": 1.0, |
| "app_proto_ts": 1.0, |
| "sensor": 1.0, |
| "eventid": 1.0, |
| "src_url": 1.0, |
| "filename": 1.0, |
| "outfile": 1.0, |
| "shasum": 1.0, |
| "duration": 1.0, |
| "commands": 1.0 |
| }, |
| "uniqueness": { |
| "app_proto": 0.000138239581762429, |
| "flow_id": 0.11478912180163876, |
| "metadata": 0.000590660031166742, |
| "@timestamp": 0.30555974463379076, |
| "timestamp": 0.3777208063137787, |
| "pkt_src": 5.026893882270145e-05, |
| "src_port": 0.10164379429950234, |
| "proto": 3.770170411702609e-05, |
| "@version": 1.2567234705675363e-05, |
| "host": 0.0037576031769969336, |
| "honeypot_ip_int": 0.5752148997134671, |
| "type": 0.00011310511235107827, |
| "geoip_ext": 0.0001005378776454029, |
| "alert": 0.004876087065802041, |
| "payload_printable": 0.0021615643693761624, |
| "in_iface": 2.5134469411350726e-05, |
| "event_type": 0.00016337405117377972, |
| "dest_port": 0.041069723018147083, |
| "stream": 3.770170411702609e-05, |
| "tx_id": 6.283617352837681e-05, |
| "tx_guessed": 2.5134469411350726e-05, |
| "honeypot_ip_ext": 1.2567234705675363e-05, |
| "tags": 2.5134469411350726e-05, |
| "geoip": 0.015545669330920425, |
| "honeypot_hostname": 0.0037576031769969336, |
| "dest_ip": 6.283617352837681e-05, |
| "src_ip": 0.009199215804554366, |
| "rdp": 0.00016337405117377972, |
| "flow": 0.21216005630121149, |
| "direction": 3.770170411702609e-05, |
| "payload": 0.002123862665259136, |
| "mitre_techniques": 1.2567234705675363e-05, |
| "attack_vectors": 1.2567234705675363e-05, |
| "mitre_tactic": 1.2567234705675363e-05, |
| "mitre_technique": 1.2567234705675363e-05, |
| "confidence_score": 1.2567234705675363e-05, |
| "is_malicious": 1.2567234705675363e-05, |
| "severity": 1.2567234705675363e-05, |
| "primary_label": 2.5134469411350726e-05, |
| "raw_mtu": 0.0002387774594078319, |
| "link": 0.0001005378776454029, |
| "mod": 0.00011310511235107827, |
| "subject": 3.770170411702609e-05, |
| "tcp": 0.0025008797064293973, |
| "ip_rep": 7.540340823405218e-05, |
| "os": 0.00015080681646810435, |
| "params": 0.0001005378776454029, |
| "raw_sig": 0.0043859649122807015, |
| "dist": 0.0004021515105816116, |
| "app_proto_tc": 5.026893882270145e-05, |
| "download_count": 2.5134469411350726e-05, |
| "proxy_connection": 0.0001005378776454029, |
| "downloads": 2.5134469411350726e-05, |
| "is_virtual": 2.5134469411350726e-05, |
| "attack_connection": 0.0038958427587593627, |
| "operation_mode": 2.5134469411350726e-05, |
| "start_time": 0.013459508369778314, |
| "end_time": 0.01645051022972905, |
| "download_tries": 2.5134469411350726e-05, |
| "action": 5.026893882270145e-05, |
| "protocol": 0.00016337405117377972, |
| "anomaly": 0.00015080681646810435, |
| "tls": 0.0004649876841099884, |
| "mstshash": 2.5134469411350726e-05, |
| "data": 0.0001005378776454029, |
| "fatt_rdp": 3.770170411702609e-05, |
| "input": 0.0004775549188156638, |
| "level": 2.5134469411350726e-05, |
| "message": 0.0004649876841099884, |
| "output": 0.0007037651435178203, |
| "session": 0.005655255617553913, |
| "service": 2.5134469411350726e-05, |
| "username": 0.0012567234705675363, |
| "msg": 8.797064293972754e-05, |
| "status": 2.5134469411350726e-05, |
| "environ": 1.2567234705675363e-05, |
| "raw_hits": 0.0010807821846880812, |
| "reason": 0.0003393153370532348, |
| "ssh": 0.00035188257175891016, |
| "uptime": 0.008332076609862765, |
| "raw_freq": 0.00536620921932338, |
| "password": 0.0043859649122807015, |
| "session_duration": 1.2567234705675363e-05, |
| "fatt_tls": 0.0004398532146986377, |
| "fatt_ssh": 0.000276479163524858, |
| "app": 5.026893882270145e-05, |
| "lang": 5.026893882270145e-05, |
| "files": 0.00011310511235107827, |
| "http": 0.002111295430553461, |
| "fileinfo": 0.00041471874528728697, |
| "ftp": 0.00011310511235107827, |
| "request.bodySha256": 5.026893882270145e-05, |
| "request.requestURI": 2.5134469411350726e-05, |
| "response.metadata.temperature": 2.5134469411350726e-05, |
| "response.metadata.generationSource": 2.5134469411350726e-05, |
| "request.userAgent": 0.00015080681646810435, |
| "request.headers.sorted": 0.00011310511235107827, |
| "hostname": 7.540340823405218e-05, |
| "request.headers.Accept": 5.026893882270145e-05, |
| "request.headers.User-Agent": 0.00015080681646810435, |
| "response.headers.Server": 2.5134469411350726e-05, |
| "response.body": 2.5134469411350726e-05, |
| "response.metadata.model": 2.5134469411350726e-05, |
| "response.metadata.provider": 2.5134469411350726e-05, |
| "response.headers.Content-Type": 2.5134469411350726e-05, |
| "request.body": 3.770170411702609e-05, |
| "request.headers.Accept-Encoding": 6.283617352837681e-05, |
| "request.protocol": 2.5134469411350726e-05, |
| "request.headers.sortedSha256": 0.00012567234705675363, |
| "sensorName": 0.0001005378776454029, |
| "request.method": 3.770170411702609e-05, |
| "client": 6.283617352837681e-05, |
| "client_version": 2.5134469411350726e-05, |
| "smtp": 2.5134469411350726e-05, |
| "mqtt": 2.5134469411350726e-05, |
| "icmp_code": 3.770170411702609e-05, |
| "icmp_type": 2.5134469411350726e-05, |
| "request.headers.Content-Type": 3.770170411702609e-05, |
| "request.headers.X-Requested-With": 2.5134469411350726e-05, |
| "request.headers.Connection": 3.770170411702609e-05, |
| "request.headers.Accept-Language": 5.026893882270145e-05, |
| "request.headers.Referer": 6.283617352837681e-05, |
| "request.headers.X-Forwarded-For": 5.026893882270145e-05, |
| "request.headers.Authorization": 2.5134469411350726e-05, |
| "request.headers.Cookie": 5.026893882270145e-05, |
| "smb": 0.0006534962046951189, |
| "fatt_http": 0.00025134469411350726, |
| "request.headers.Content-Length": 2.5134469411350726e-05, |
| "request.headers.Access-Control-Request-Method": 3.770170411702609e-05, |
| "request.headers.X-Csrf-Token": 3.770170411702609e-05, |
| "request.headers.Access-Control-Request-Headers": 3.770170411702609e-05, |
| "request.headers.X-Api-Version": 3.770170411702609e-05, |
| "request.headers.Upgrade-Insecure-Requests": 3.770170411702609e-05, |
| "request.headers.Location": 3.770170411702609e-05, |
| "request.headers.X-Druid-Comment": 3.770170411702609e-05, |
| "request.headers.Authentication": 3.770170411702609e-05, |
| "request.headers.X-Origin": 3.770170411702609e-05, |
| "request.headers.Origin": 3.770170411702609e-05, |
| "app_proto_ts": 2.5134469411350726e-05, |
| "sensor": 2.5134469411350726e-05, |
| "eventid": 6.283617352837681e-05, |
| "src_url": 8.797064293972754e-05, |
| "filename": 5.026893882270145e-05, |
| "outfile": 8.797064293972754e-05, |
| "shasum": 8.797064293972754e-05, |
| "duration": 2.5134469411350726e-05, |
| "commands": 1.2567234705675363e-05 |
| } |
| } |
| } |
