| { | |
| "dataset_info": { | |
| "name": "network-intrusion-detection", | |
| "version": "1.0.0", | |
| "description": "Cybersecurity dataset from honeypot infrastructure", | |
| "total_samples": 29545, | |
| "features": 77, | |
| "creation_timestamp": "2025-09-22T16:35:07.148369+00:00", | |
| "data_source": "Honeypot Infrastructure", | |
| "honeypot_types": {}, | |
| "time_range": { | |
| "start": "", | |
| "end": "2025-09-22T16:33:45.474857+00:00" | |
| } | |
| }, | |
| "statistics": { | |
| "total_events": 40000, | |
| "successful_extractions": 40000, | |
| "feature_extraction_time": 68.711894, | |
| "dataset_creation_time": 0, | |
| "quality_score": 0.0 | |
| }, | |
| "feature_schema": { | |
| "payload": "object", | |
| "dest_ip": "object", | |
| "metadata": "object", | |
| "src_ip": "object", | |
| "@timestamp": "object", | |
| "honeypot_hostname": "object", | |
| "dest_port": "int64", | |
| "in_iface": "object", | |
| "pkt_src": "object", | |
| "geoip_ext": "object", | |
| "proto": "object", | |
| "honeypot_ip_int": "object", | |
| "event_type": "object", | |
| "alert": "object", | |
| "direction": "object", | |
| "geoip": "object", | |
| "host": "object", | |
| "type": "object", | |
| "payload_printable": "object", | |
| "@version": "object", | |
| "flow": "object", | |
| "src_port": "object", | |
| "honeypot_ip_ext": "object", | |
| "stream": "object", | |
| "flow_id": "object", | |
| "timestamp": "object", | |
| "mitre_techniques": "object", | |
| "attack_vectors": "object", | |
| "mitre_tactic": "object", | |
| "mitre_technique": "object", | |
| "confidence_score": "object", | |
| "is_malicious": "bool", | |
| "severity": "object", | |
| "primary_label": "object", | |
| "subject": "object", | |
| "os": "object", | |
| "dist": "object", | |
| "mod": "object", | |
| "params": "object", | |
| "raw_sig": "object", | |
| "rdp": "object", | |
| "tags": "object", | |
| "app_proto": "object", | |
| "tx_guessed": "object", | |
| "tx_id": "object", | |
| "fatt_ssh": "object", | |
| "protocol": "object", | |
| "link": "object", | |
| "raw_mtu": "object", | |
| "ssh": "object", | |
| "app_proto_tc": "object", | |
| "tcp": "object", | |
| "uptime": "object", | |
| "raw_freq": "object", | |
| "ip_rep": "object", | |
| "anomaly": "object", | |
| "lang": "object", | |
| "app": "object", | |
| "http": "object", | |
| "fatt_rdp": "object", | |
| "tls": "object", | |
| "fileinfo": "object", | |
| "reason": "object", | |
| "raw_hits": "object", | |
| "fatt_tls": "object", | |
| "smtp": "object", | |
| "smb": "object", | |
| "files": "object", | |
| "ftp": "object", | |
| "fatt_http": "object", | |
| "icmp_type": "object", | |
| "icmp_code": "object", | |
| "mqtt": "object", | |
| "pgsql": "object", | |
| "dcerpc": "object", | |
| "app_proto_ts": "object", | |
| "commands": "object" | |
| }, | |
| "quality_metrics": { | |
| "completeness": { | |
| "payload": 1.0, | |
| "dest_ip": 1.0, | |
| "metadata": 1.0, | |
| "src_ip": 1.0, | |
| "@timestamp": 1.0, | |
| "honeypot_hostname": 1.0, | |
| "dest_port": 1.0, | |
| "in_iface": 1.0, | |
| "pkt_src": 1.0, | |
| "geoip_ext": 1.0, | |
| "proto": 1.0, | |
| "honeypot_ip_int": 1.0, | |
| "event_type": 1.0, | |
| "alert": 1.0, | |
| "direction": 1.0, | |
| "geoip": 1.0, | |
| "host": 1.0, | |
| "type": 1.0, | |
| "payload_printable": 1.0, | |
| "@version": 1.0, | |
| "flow": 1.0, | |
| "src_port": 1.0, | |
| "honeypot_ip_ext": 1.0, | |
| "stream": 1.0, | |
| "flow_id": 1.0, | |
| "timestamp": 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, | |
| "subject": 1.0, | |
| "os": 1.0, | |
| "dist": 1.0, | |
| "mod": 1.0, | |
| "params": 1.0, | |
| "raw_sig": 1.0, | |
| "rdp": 1.0, | |
| "tags": 1.0, | |
| "app_proto": 1.0, | |
| "tx_guessed": 1.0, | |
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| "link": 1.0, | |
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| "uptime": 1.0, | |
| "raw_freq": 1.0, | |
| "ip_rep": 1.0, | |
| "anomaly": 1.0, | |
| "lang": 1.0, | |
| "app": 1.0, | |
| "http": 1.0, | |
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| "tls": 1.0, | |
| "fileinfo": 1.0, | |
| "reason": 1.0, | |
| "raw_hits": 1.0, | |
| "fatt_tls": 1.0, | |
| "smtp": 1.0, | |
| "smb": 1.0, | |
| "files": 1.0, | |
| "ftp": 1.0, | |
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| "icmp_type": 1.0, | |
| "icmp_code": 1.0, | |
| "mqtt": 1.0, | |
| "pgsql": 1.0, | |
| "dcerpc": 1.0, | |
| "app_proto_ts": 1.0, | |
| "commands": 1.0 | |
| }, | |
| "uniqueness": { | |
| "payload": 0.007886275173464206, | |
| "dest_ip": 3.384667456422407e-05, | |
| "metadata": 0.0013200203080047386, | |
| "src_ip": 0.025351159248603823, | |
| "@timestamp": 0.3710610932475884, | |
| "honeypot_hostname": 0.010120155694702995, | |
| "dest_port": 0.0488069047216111, | |
| "in_iface": 6.769334912844813e-05, | |
| "pkt_src": 0.00013538669825689627, | |
| "geoip_ext": 0.0007446268404129294, | |
| "proto": 0.0001015400236926722, | |
| "honeypot_ip_int": 0.7991538331358944, | |
| "event_type": 0.000507700118463361, | |
| "alert": 0.012117109493992216, | |
| "direction": 0.0001015400236926722, | |
| "geoip": 0.047486884413606364, | |
| "host": 0.010120155694702995, | |
| "type": 0.0001015400236926722, | |
| "payload_printable": 0.007886275173464206, | |
| "@version": 3.384667456422407e-05, | |
| "flow": 0.23344051446945338, | |
| "src_port": 0.1540362159417837, | |
| "honeypot_ip_ext": 3.384667456422407e-05, | |
| "stream": 0.0001015400236926722, | |
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| "attack_vectors": 3.384667456422407e-05, | |
| "mitre_tactic": 3.384667456422407e-05, | |
| "mitre_technique": 3.384667456422407e-05, | |
| "confidence_score": 3.384667456422407e-05, | |
| "is_malicious": 3.384667456422407e-05, | |
| "severity": 3.384667456422407e-05, | |
| "primary_label": 6.769334912844813e-05, | |
| "subject": 0.0001015400236926722, | |
| "os": 0.000507700118463361, | |
| "dist": 0.0009138602132340497, | |
| "mod": 0.0003046200710780166, | |
| "params": 0.00023692672194956845, | |
| "raw_sig": 0.012015569470299543, | |
| "rdp": 0.0005753934675918091, | |
| "tags": 6.769334912844813e-05, | |
| "app_proto": 0.00044000676933491283, | |
| "tx_guessed": 6.769334912844813e-05, | |
| "tx_id": 0.00016923337282112033, | |
| "fatt_ssh": 0.0012861736334405145, | |
| "protocol": 0.00016923337282112033, | |
| "link": 0.0003046200710780166, | |
| "raw_mtu": 0.0007107801658487054, | |
| "ssh": 0.0013200203080047386, | |
| "app_proto_tc": 0.00016923337282112033, | |
| "tcp": 0.012286342866813335, | |
| "uptime": 0.019969537992892198, | |
| "raw_freq": 0.017871044169910307, | |
| "ip_rep": 0.00013538669825689627, | |
| "anomaly": 0.00016923337282112033, | |
| "lang": 0.00013538669825689627, | |
| "app": 0.00013538669825689627, | |
| "http": 0.007040108309358605, | |
| "fatt_rdp": 0.0001015400236926722, | |
| "tls": 0.0011507869351836183, | |
| "fileinfo": 0.0002030800473853444, | |
| "reason": 0.0007107801658487054, | |
| "raw_hits": 0.0017261804027754273, | |
| "fatt_tls": 0.001556947029954307, | |
| "smtp": 6.769334912844813e-05, | |
| "smb": 0.0008123201895413775, | |
| "files": 0.0001015400236926722, | |
| "ftp": 0.0002030800473853444, | |
| "fatt_http": 0.0002030800473853444, | |
| "icmp_type": 6.769334912844813e-05, | |
| "icmp_code": 0.00013538669825689627, | |
| "mqtt": 0.00013538669825689627, | |
| "pgsql": 0.00013538669825689627, | |
| "dcerpc": 6.769334912844813e-05, | |
| "app_proto_ts": 6.769334912844813e-05, | |
| "commands": 3.384667456422407e-05 | |
| } | |
| } | |
| } |