{
  "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,
      "tx_id": 1.0,
      "fatt_ssh": 1.0,
      "protocol": 1.0,
      "link": 1.0,
      "raw_mtu": 1.0,
      "ssh": 1.0,
      "app_proto_tc": 1.0,
      "tcp": 1.0,
      "uptime": 1.0,
      "raw_freq": 1.0,
      "ip_rep": 1.0,
      "anomaly": 1.0,
      "lang": 1.0,
      "app": 1.0,
      "http": 1.0,
      "fatt_rdp": 1.0,
      "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,
      "fatt_http": 1.0,
      "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,
      "flow_id": 0.16865797935352853,
      "timestamp": 0.3551193095278389,
      "mitre_techniques": 3.384667456422407e-05,
      "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
    }
  }
}