| { |
| "dataset_info": { |
| "name": "attacks-weekly", |
| "version": "1.0.0", |
| "description": "Cybersecurity dataset from honeypot infrastructure", |
| "total_samples": 85598, |
| "features": 149, |
| "creation_timestamp": "2026-04-06T05:06:35.431730+00:00", |
| "data_source": "Honeypot Infrastructure", |
| "honeypot_types": {}, |
| "time_range": { |
| "start": "", |
| "end": "2026-04-06T05:00:01.947544+00:00" |
| } |
| }, |
| "statistics": { |
| "total_events": 100000, |
| "successful_extractions": 100000, |
| "feature_extraction_time": 76.439927, |
| "dataset_creation_time": 0, |
| "quality_score": 0.0 |
| }, |
| "feature_schema": { |
| "dest_port": "int64", |
| "honeypot_ip_ext": "object", |
| "honeypot_hostname": "object", |
| "geoip_ext": "object", |
| "src_ip": "object", |
| "src_port": "object", |
| "@version": "object", |
| "honeypot_ip_int": "object", |
| "os": "object", |
| "mod": "object", |
| "params": "object", |
| "geoip": "object", |
| "raw_sig": "object", |
| "subject": "object", |
| "@timestamp": "object", |
| "type": "object", |
| "host": "object", |
| "dest_ip": "object", |
| "dist": "object", |
| "mitre_techniques": "object", |
| "attack_vectors": "object", |
| "mitre_tactic": "object", |
| "mitre_technique": "object", |
| "confidence_score": "object", |
| "is_malicious": "bool", |
| "severity": "object", |
| "primary_label": "object", |
| "message": "object", |
| "timestamp": "object", |
| "payload_printable": "object", |
| "flow": "object", |
| "proto": "object", |
| "stream": "object", |
| "direction": "object", |
| "metadata": "object", |
| "event_type": "object", |
| "alert": "object", |
| "in_iface": "object", |
| "pkt_src": "object", |
| "payload": "object", |
| "flow_id": "object", |
| "ip_v": "object", |
| "tags": "object", |
| "link": "object", |
| "raw_mtu": "object", |
| "app_proto": "object", |
| "mstshash": "object", |
| "data": "object", |
| "protocol": "object", |
| "action": "object", |
| "raw_freq": "object", |
| "uptime": "object", |
| "tcp": "object", |
| "ip_rep": "object", |
| "rdp": "object", |
| "reason": "object", |
| "raw_hits": "object", |
| "level": "object", |
| "input": "object", |
| "service": "object", |
| "session": "object", |
| "status": "object", |
| "username": "object", |
| "environ": "object", |
| "output": "object", |
| "msg": "object", |
| "client_version": "object", |
| "http": "object", |
| "ts_progress": "object", |
| "tx_id": "object", |
| "tc_progress": "object", |
| "fatt_rdp": "object", |
| "session_duration": "float64", |
| "fileinfo": "object", |
| "fatt_tls": "object", |
| "ssh": "object", |
| "tls": "object", |
| "anomaly": "object", |
| "operation_mode": "object", |
| "start_time": "object", |
| "downloads": "object", |
| "proxy_connection": "object", |
| "download_count": "object", |
| "attack_connection": "object", |
| "is_virtual": "object", |
| "end_time": "object", |
| "download_tries": "object", |
| "lang": "object", |
| "app": "object", |
| "files": "object", |
| "client": "object", |
| "password": "object", |
| "fatt_ssh": "object", |
| "sensorid": "object", |
| "response": "object", |
| "request": "object", |
| "public_ip": "object", |
| "id": "object", |
| "data_type": "object", |
| "fatt_http": "object", |
| "response.body": "object", |
| "response.metadata.model": "object", |
| "request.requestURI": "object", |
| "hostname": "object", |
| "request.bodySha256": "object", |
| "response.metadata.provider": "object", |
| "request.headers.Accept": "object", |
| "request.method": "object", |
| "request.headers.sorted": "object", |
| "request.headers.sortedSha256": "object", |
| "request.body": "object", |
| "response.metadata.generationSource": "object", |
| "response.headers.Server": "object", |
| "request.protocol": "object", |
| "response.headers.Content-Type": "object", |
| "request.userAgent": "object", |
| "sensorName": "object", |
| "response.metadata.temperature": "object", |
| "app_proto_ts": "object", |
| "app_proto_tc": "object", |
| "request.headers.Accept-Encoding": "object", |
| "request.headers.User-Agent": "object", |
| "ftp": "object", |
| "eventid": "object", |
| "duration": "object", |
| "sensor": "object", |
| "request.headers.Accept-Language": "object", |
| "request.headers.Connection": "object", |
| "request.headers.Accept-Charset": "object", |
| "smtp": "object", |
| "icmp_code": "object", |
| "icmp_type": "object", |
| "smb": "object", |
| "request.headers.Upgrade-Insecure-Requests": "object", |
| "request.headers.Pragma": "object", |
| "request.headers.Cache-Control": "object", |
| "xff": "object", |
| "os_family": "object", |
| "browser_version": "object", |
| "device_family": "object", |
| "filename": "object", |
| "plugin": "object", |
| "user_agent": "object", |
| "os_version": "object", |
| "browser_family": "object", |
| "url": "object", |
| "request.headers.Referer": "object", |
| "author": "object", |
| "commands": "object" |
| }, |
| "quality_metrics": { |
| "completeness": { |
| "dest_port": 1.0, |
| "honeypot_ip_ext": 1.0, |
| "honeypot_hostname": 1.0, |
| "geoip_ext": 1.0, |
| "src_ip": 1.0, |
| "src_port": 1.0, |
| "@version": 1.0, |
| "honeypot_ip_int": 1.0, |
| "os": 1.0, |
| "mod": 1.0, |
| "params": 1.0, |
| "geoip": 1.0, |
| "raw_sig": 1.0, |
| "subject": 1.0, |
| "@timestamp": 1.0, |
| "type": 1.0, |
| "host": 1.0, |
| "dest_ip": 1.0, |
| "dist": 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, |
| "message": 1.0, |
| "timestamp": 1.0, |
| "payload_printable": 1.0, |
| "flow": 1.0, |
| "proto": 1.0, |
| "stream": 1.0, |
| "direction": 1.0, |
| "metadata": 1.0, |
| "event_type": 1.0, |
| "alert": 1.0, |
| "in_iface": 1.0, |
| "pkt_src": 1.0, |
| "payload": 1.0, |
| "flow_id": 1.0, |
| "ip_v": 1.0, |
| "tags": 1.0, |
| "link": 1.0, |
| "raw_mtu": 1.0, |
| "app_proto": 1.0, |
| "mstshash": 1.0, |
| "data": 1.0, |
| "protocol": 1.0, |
| "action": 1.0, |
| "raw_freq": 1.0, |
| "uptime": 1.0, |
| "tcp": 1.0, |
| "ip_rep": 1.0, |
| "rdp": 1.0, |
| "reason": 1.0, |
| "raw_hits": 1.0, |
| "level": 1.0, |
| "input": 1.0, |
| "service": 1.0, |
| "session": 1.0, |
| "status": 1.0, |
| "username": 1.0, |
| "environ": 1.0, |
| "output": 1.0, |
| "msg": 1.0, |
| "client_version": 1.0, |
| "http": 1.0, |
| "ts_progress": 1.0, |
| "tx_id": 1.0, |
| "tc_progress": 1.0, |
| "fatt_rdp": 1.0, |
| "session_duration": 1.0, |
| "fileinfo": 1.0, |
| "fatt_tls": 1.0, |
| "ssh": 1.0, |
| "tls": 1.0, |
| "anomaly": 1.0, |
| "operation_mode": 1.0, |
| "start_time": 1.0, |
| "downloads": 1.0, |
| "proxy_connection": 1.0, |
| "download_count": 1.0, |
| "attack_connection": 1.0, |
| "is_virtual": 1.0, |
| "end_time": 1.0, |
| "download_tries": 1.0, |
| "lang": 1.0, |
| "app": 1.0, |
| "files": 1.0, |
| "client": 1.0, |
| "password": 1.0, |
| "fatt_ssh": 1.0, |
| "sensorid": 1.0, |
| "response": 1.0, |
| "request": 1.0, |
| "public_ip": 1.0, |
| "id": 1.0, |
| "data_type": 1.0, |
| "fatt_http": 1.0, |
| "response.body": 1.0, |
| "response.metadata.model": 1.0, |
| "request.requestURI": 1.0, |
| "hostname": 1.0, |
| "request.bodySha256": 1.0, |
| "response.metadata.provider": 1.0, |
| "request.headers.Accept": 1.0, |
| "request.method": 1.0, |
| "request.headers.sorted": 1.0, |
| "request.headers.sortedSha256": 1.0, |
| "request.body": 1.0, |
| "response.metadata.generationSource": 1.0, |
| "response.headers.Server": 1.0, |
| "request.protocol": 1.0, |
| "response.headers.Content-Type": 1.0, |
| "request.userAgent": 1.0, |
| "sensorName": 1.0, |
| "response.metadata.temperature": 1.0, |
| "app_proto_ts": 1.0, |
| "app_proto_tc": 1.0, |
| "request.headers.Accept-Encoding": 1.0, |
| "request.headers.User-Agent": 1.0, |
| "ftp": 1.0, |
| "eventid": 1.0, |
| "duration": 1.0, |
| "sensor": 1.0, |
| "request.headers.Accept-Language": 1.0, |
| "request.headers.Connection": 1.0, |
| "request.headers.Accept-Charset": 1.0, |
| "smtp": 1.0, |
| "icmp_code": 1.0, |
| "icmp_type": 1.0, |
| "smb": 1.0, |
| "request.headers.Upgrade-Insecure-Requests": 1.0, |
| "request.headers.Pragma": 1.0, |
| "request.headers.Cache-Control": 1.0, |
| "xff": 1.0, |
| "os_family": 1.0, |
| "browser_version": 1.0, |
| "device_family": 1.0, |
| "filename": 1.0, |
| "plugin": 1.0, |
| "user_agent": 1.0, |
| "os_version": 1.0, |
| "browser_family": 1.0, |
| "url": 1.0, |
| "request.headers.Referer": 1.0, |
| "author": 1.0, |
| "commands": 1.0 |
| }, |
| "uniqueness": { |
| "dest_port": 0.018470057711628775, |
| "honeypot_ip_ext": 1.1682515946634267e-05, |
| "honeypot_hostname": 0.0034930722680436457, |
| "geoip_ext": 9.346012757307414e-05, |
| "src_ip": 0.03947522138367719, |
| "src_port": 0.12189537138718194, |
| "@version": 1.1682515946634267e-05, |
| "honeypot_ip_int": 0.5554101731348863, |
| "os": 0.0001401901913596112, |
| "mod": 0.0001051426435197084, |
| "params": 9.346012757307414e-05, |
| "geoip": 0.049370312390476415, |
| "raw_sig": 0.004731418958386878, |
| "subject": 3.50475478399028e-05, |
| "@timestamp": 0.32178321923409425, |
| "type": 0.00012850767541297694, |
| "host": 0.0034930722680436457, |
| "dest_ip": 0.00012850767541297694, |
| "dist": 0.00037384051029229655, |
| "mitre_techniques": 1.1682515946634267e-05, |
| "attack_vectors": 1.1682515946634267e-05, |
| "mitre_tactic": 1.1682515946634267e-05, |
| "mitre_technique": 1.1682515946634267e-05, |
| "confidence_score": 1.1682515946634267e-05, |
| "is_malicious": 1.1682515946634267e-05, |
| "severity": 1.1682515946634267e-05, |
| "primary_label": 3.50475478399028e-05, |
| "message": 0.011787658590153976, |
| "timestamp": 0.3480688801140214, |
| "payload_printable": 0.003224374401271058, |
| "flow": 0.21424565994532582, |
| "proto": 3.50475478399028e-05, |
| "stream": 3.50475478399028e-05, |
| "direction": 2.3365031893268534e-05, |
| "metadata": 0.0007710460524778616, |
| "event_type": 0.0002102852870394168, |
| "alert": 0.00558424262249118, |
| "in_iface": 2.3365031893268534e-05, |
| "pkt_src": 4.673006378653707e-05, |
| "payload": 0.003142596789644618, |
| "flow_id": 0.13038856048038505, |
| "ip_v": 2.3365031893268534e-05, |
| "tags": 2.3365031893268534e-05, |
| "link": 8.177761162643987e-05, |
| "raw_mtu": 0.0002453328348793196, |
| "app_proto": 0.00015187270730624547, |
| "mstshash": 2.3365031893268534e-05, |
| "data": 8.177761162643987e-05, |
| "protocol": 0.0001401901913596112, |
| "action": 4.673006378653707e-05, |
| "raw_freq": 0.007768873104511788, |
| "uptime": 0.021974812495619056, |
| "tcp": 0.0023248206733802192, |
| "ip_rep": 4.673006378653707e-05, |
| "rdp": 9.346012757307414e-05, |
| "reason": 0.0002570153508259539, |
| "raw_hits": 0.001179934110610061, |
| "level": 2.3365031893268534e-05, |
| "input": 0.00012850767541297694, |
| "service": 2.3365031893268534e-05, |
| "session": 0.003843547746442674, |
| "status": 5.8412579733171336e-05, |
| "username": 0.00047898315381200495, |
| "environ": 1.1682515946634267e-05, |
| "output": 0.0010864739830369868, |
| "msg": 8.177761162643987e-05, |
| "client_version": 2.3365031893268534e-05, |
| "http": 0.003119231757751349, |
| "ts_progress": 7.00950956798056e-05, |
| "tx_id": 7.00950956798056e-05, |
| "tc_progress": 7.00950956798056e-05, |
| "fatt_rdp": 3.50475478399028e-05, |
| "session_duration": 1.1682515946634267e-05, |
| "fileinfo": 0.00023365031893268534, |
| "fatt_tls": 0.00037384051029229655, |
| "ssh": 0.00040888805813219935, |
| "tls": 0.000700950956798056, |
| "anomaly": 0.0003271104465057595, |
| "operation_mode": 2.3365031893268534e-05, |
| "start_time": 0.016741045351526904, |
| "downloads": 2.3365031893268534e-05, |
| "proxy_connection": 9.346012757307414e-05, |
| "download_count": 2.3365031893268534e-05, |
| "attack_connection": 0.004264118320521508, |
| "is_virtual": 2.3365031893268534e-05, |
| "end_time": 0.016799457931260076, |
| "download_tries": 2.3365031893268534e-05, |
| "lang": 0.00012850767541297694, |
| "app": 5.8412579733171336e-05, |
| "files": 0.00037384051029229655, |
| "client": 4.673006378653707e-05, |
| "password": 0.0006191733451716162, |
| "fatt_ssh": 0.00019860277109278254, |
| "sensorid": 2.3365031893268534e-05, |
| "response": 2.3365031893268534e-05, |
| "request": 7.00950956798056e-05, |
| "public_ip": 2.3365031893268534e-05, |
| "id": 0.0003855230262389308, |
| "data_type": 3.50475478399028e-05, |
| "fatt_http": 0.0002453328348793196, |
| "response.body": 2.3365031893268534e-05, |
| "response.metadata.model": 2.3365031893268534e-05, |
| "request.requestURI": 2.3365031893268534e-05, |
| "hostname": 3.50475478399028e-05, |
| "request.bodySha256": 2.3365031893268534e-05, |
| "response.metadata.provider": 2.3365031893268534e-05, |
| "request.headers.Accept": 5.8412579733171336e-05, |
| "request.method": 3.50475478399028e-05, |
| "request.headers.sorted": 7.00950956798056e-05, |
| "request.headers.sortedSha256": 8.177761162643987e-05, |
| "request.body": 1.1682515946634267e-05, |
| "response.metadata.generationSource": 2.3365031893268534e-05, |
| "response.headers.Server": 2.3365031893268534e-05, |
| "request.protocol": 3.50475478399028e-05, |
| "response.headers.Content-Type": 2.3365031893268534e-05, |
| "request.userAgent": 5.8412579733171336e-05, |
| "sensorName": 5.8412579733171336e-05, |
| "response.metadata.temperature": 2.3365031893268534e-05, |
| "app_proto_ts": 3.50475478399028e-05, |
| "app_proto_tc": 3.50475478399028e-05, |
| "request.headers.Accept-Encoding": 4.673006378653707e-05, |
| "request.headers.User-Agent": 5.8412579733171336e-05, |
| "ftp": 4.673006378653707e-05, |
| "eventid": 3.50475478399028e-05, |
| "duration": 5.8412579733171336e-05, |
| "sensor": 2.3365031893268534e-05, |
| "request.headers.Accept-Language": 3.50475478399028e-05, |
| "request.headers.Connection": 3.50475478399028e-05, |
| "request.headers.Accept-Charset": 2.3365031893268534e-05, |
| "smtp": 3.50475478399028e-05, |
| "icmp_code": 2.3365031893268534e-05, |
| "icmp_type": 2.3365031893268534e-05, |
| "smb": 0.011927848781513586, |
| "request.headers.Upgrade-Insecure-Requests": 2.3365031893268534e-05, |
| "request.headers.Pragma": 2.3365031893268534e-05, |
| "request.headers.Cache-Control": 2.3365031893268534e-05, |
| "xff": 0.0006659034089581533, |
| "os_family": 4.673006378653707e-05, |
| "browser_version": 8.177761162643987e-05, |
| "device_family": 3.50475478399028e-05, |
| "filename": 2.3365031893268534e-05, |
| "plugin": 3.50475478399028e-05, |
| "user_agent": 0.00018692025514614827, |
| "os_version": 4.673006378653707e-05, |
| "browser_family": 5.8412579733171336e-05, |
| "url": 3.50475478399028e-05, |
| "request.headers.Referer": 2.3365031893268534e-05, |
| "author": 2.3365031893268534e-05, |
| "commands": 1.1682515946634267e-05 |
| } |
| } |
| } |
