{
  "dataset_info": {
    "name": "attacks-weekly",
    "version": "1.0.0",
    "description": "Cybersecurity dataset from honeypot infrastructure",
    "total_samples": 85901,
    "features": 114,
    "creation_timestamp": "2026-04-13T05:07:01.142379+00:00",
    "data_source": "Honeypot Infrastructure",
    "honeypot_types": {},
    "time_range": {
      "start": "",
      "end": "2026-04-13T04:51:54.661375+00:00"
    }
  },
  "statistics": {
    "total_events": 100000,
    "successful_extractions": 100000,
    "feature_extraction_time": 78.873309,
    "dataset_creation_time": 0,
    "quality_score": 0.0
  },
  "feature_schema": {
    "geoip_ext": "object",
    "timestamp": "object",
    "type": "object",
    "dest_port": "int64",
    "honeypot_ip_int": "object",
    "src_port": "object",
    "honeypot_hostname": "object",
    "dest_ip": "object",
    "src_ip": "object",
    "fatt_rdp": "object",
    "honeypot_ip_ext": "object",
    "@timestamp": "object",
    "@version": "object",
    "host": "object",
    "geoip": "object",
    "protocol": "object",
    "mitre_techniques": "object",
    "attack_vectors": "object",
    "mitre_tactic": "object",
    "mitre_technique": "object",
    "confidence_score": "object",
    "is_malicious": "bool",
    "severity": "object",
    "primary_label": "object",
    "params": "object",
    "mod": "object",
    "dist": "object",
    "subject": "object",
    "raw_sig": "object",
    "os": "object",
    "download_count": "object",
    "operation_mode": "object",
    "start_time": "object",
    "attack_connection": "object",
    "download_tries": "object",
    "downloads": "object",
    "is_virtual": "object",
    "end_time": "object",
    "proxy_connection": "object",
    "proto": "object",
    "in_iface": "object",
    "flow": "object",
    "tcp": "object",
    "metadata": "object",
    "ip_v": "object",
    "flow_id": "object",
    "event_type": "object",
    "tx_id": "object",
    "pkt_src": "object",
    "smb": "object",
    "ip_rep": "object",
    "link": "object",
    "raw_mtu": "object",
    "fatt_ssh": "object",
    "tags": "object",
    "app_proto": "object",
    "fatt_tls": "object",
    "stream": "object",
    "payload_printable": "object",
    "direction": "object",
    "alert": "object",
    "payload": "object",
    "raw_freq": "object",
    "uptime": "object",
    "raw_hits": "object",
    "reason": "object",
    "http": "object",
    "fileinfo": "object",
    "service": "object",
    "status": "object",
    "password": "object",
    "message": "object",
    "session": "object",
    "username": "object",
    "msg": "object",
    "client": "object",
    "level": "object",
    "mstshash": "object",
    "data": "object",
    "action": "object",
    "ssh": "object",
    "anomaly": "object",
    "rdp": "object",
    "app_proto_ts": "object",
    "ftp": "object",
    "tc_progress": "object",
    "files": "object",
    "ts_progress": "object",
    "lang": "object",
    "app": "object",
    "tls": "object",
    "fatt_http": "object",
    "environ": "object",
    "input": "object",
    "output": "object",
    "session_duration": "float64",
    "icmp_code": "object",
    "icmp_type": "object",
    "public_ip": "object",
    "data_type": "object",
    "request": "object",
    "response": "object",
    "sensorid": "object",
    "id": "object",
    "sensor": "object",
    "eventid": "object",
    "shasum": "object",
    "src_url": "object",
    "outfile": "object",
    "filename": "object",
    "duration": "object",
    "smtp": "object",
    "app_proto_tc": "object",
    "commands": "object"
  },
  "quality_metrics": {
    "completeness": {
      "geoip_ext": 1.0,
      "timestamp": 1.0,
      "type": 1.0,
      "dest_port": 1.0,
      "honeypot_ip_int": 1.0,
      "src_port": 1.0,
      "honeypot_hostname": 1.0,
      "dest_ip": 1.0,
      "src_ip": 1.0,
      "fatt_rdp": 1.0,
      "honeypot_ip_ext": 1.0,
      "@timestamp": 1.0,
      "@version": 1.0,
      "host": 1.0,
      "geoip": 1.0,
      "protocol": 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,
      "params": 1.0,
      "mod": 1.0,
      "dist": 1.0,
      "subject": 1.0,
      "raw_sig": 1.0,
      "os": 1.0,
      "download_count": 1.0,
      "operation_mode": 1.0,
      "start_time": 1.0,
      "attack_connection": 1.0,
      "download_tries": 1.0,
      "downloads": 1.0,
      "is_virtual": 1.0,
      "end_time": 1.0,
      "proxy_connection": 1.0,
      "proto": 1.0,
      "in_iface": 1.0,
      "flow": 1.0,
      "tcp": 1.0,
      "metadata": 1.0,
      "ip_v": 1.0,
      "flow_id": 1.0,
      "event_type": 1.0,
      "tx_id": 1.0,
      "pkt_src": 1.0,
      "smb": 1.0,
      "ip_rep": 1.0,
      "link": 1.0,
      "raw_mtu": 1.0,
      "fatt_ssh": 1.0,
      "tags": 1.0,
      "app_proto": 1.0,
      "fatt_tls": 1.0,
      "stream": 1.0,
      "payload_printable": 1.0,
      "direction": 1.0,
      "alert": 1.0,
      "payload": 1.0,
      "raw_freq": 1.0,
      "uptime": 1.0,
      "raw_hits": 1.0,
      "reason": 1.0,
      "http": 1.0,
      "fileinfo": 1.0,
      "service": 1.0,
      "status": 1.0,
      "password": 1.0,
      "message": 1.0,
      "session": 1.0,
      "username": 1.0,
      "msg": 1.0,
      "client": 1.0,
      "level": 1.0,
      "mstshash": 1.0,
      "data": 1.0,
      "action": 1.0,
      "ssh": 1.0,
      "anomaly": 1.0,
      "rdp": 1.0,
      "app_proto_ts": 1.0,
      "ftp": 1.0,
      "tc_progress": 1.0,
      "files": 1.0,
      "ts_progress": 1.0,
      "lang": 1.0,
      "app": 1.0,
      "tls": 1.0,
      "fatt_http": 1.0,
      "environ": 1.0,
      "input": 1.0,
      "output": 1.0,
      "session_duration": 1.0,
      "icmp_code": 1.0,
      "icmp_type": 1.0,
      "public_ip": 1.0,
      "data_type": 1.0,
      "request": 1.0,
      "response": 1.0,
      "sensorid": 1.0,
      "id": 1.0,
      "sensor": 1.0,
      "eventid": 1.0,
      "shasum": 1.0,
      "src_url": 1.0,
      "outfile": 1.0,
      "filename": 1.0,
      "duration": 1.0,
      "smtp": 1.0,
      "app_proto_tc": 1.0,
      "commands": 1.0
    },
    "uniqueness": {
      "geoip_ext": 9.313046413895065e-05,
      "timestamp": 0.29496746254409145,
      "type": 0.00011641308017368831,
      "dest_port": 0.05162920105703077,
      "honeypot_ip_int": 0.5522985762680295,
      "src_port": 0.11250160067985239,
      "honeypot_hostname": 0.0034807510971932806,
      "dest_ip": 0.00012805438819105716,
      "src_ip": 0.006996426118438668,
      "fatt_rdp": 3.49239240521065e-05,
      "honeypot_ip_ext": 1.164130801736883e-05,
      "@timestamp": 0.2969348435990268,
      "@version": 1.164130801736883e-05,
      "host": 0.0034807510971932806,
      "geoip": 0.010244351055284573,
      "protocol": 0.00012805438819105716,
      "mitre_techniques": 1.164130801736883e-05,
      "attack_vectors": 1.164130801736883e-05,
      "mitre_tactic": 1.164130801736883e-05,
      "mitre_technique": 1.164130801736883e-05,
      "confidence_score": 1.164130801736883e-05,
      "is_malicious": 1.164130801736883e-05,
      "severity": 1.164130801736883e-05,
      "primary_label": 3.49239240521065e-05,
      "params": 0.00010477177215631948,
      "mod": 0.00010477177215631948,
      "dist": 0.0003725218565558026,
      "subject": 3.49239240521065e-05,
      "raw_sig": 0.004912631983329647,
      "os": 0.00010477177215631948,
      "download_count": 2.328261603473766e-05,
      "operation_mode": 2.328261603473766e-05,
      "start_time": 0.01982514755357912,
      "attack_connection": 0.0021652832912306026,
      "download_tries": 2.328261603473766e-05,
      "downloads": 2.328261603473766e-05,
      "is_virtual": 2.328261603473766e-05,
      "end_time": 0.01992991932573544,
      "proxy_connection": 8.148915612158183e-05,
      "proto": 4.656523206947532e-05,
      "in_iface": 2.328261603473766e-05,
      "flow": 0.2320229100941782,
      "tcp": 0.0021070767511437586,
      "metadata": 0.000628630632937917,
      "ip_v": 2.328261603473766e-05,
      "flow_id": 0.15666872329774972,
      "event_type": 0.0002211848523300078,
      "tx_id": 4.656523206947532e-05,
      "pkt_src": 4.656523206947532e-05,
      "smb": 0.0038299903377143458,
      "ip_rep": 4.656523206947532e-05,
      "link": 8.148915612158183e-05,
      "raw_mtu": 0.00019790223629527012,
      "fatt_ssh": 0.00019790223629527012,
      "tags": 2.328261603473766e-05,
      "app_proto": 0.00012805438819105716,
      "fatt_tls": 0.0003841631645731714,
      "stream": 3.49239240521065e-05,
      "payload_printable": 0.0056925996204933585,
      "direction": 3.49239240521065e-05,
      "alert": 0.003934762109870665,
      "payload": 0.005657675696441252,
      "raw_freq": 0.007322382742924995,
      "uptime": 0.010407329367527736,
      "raw_hits": 0.0010244351055284573,
      "reason": 0.00023282616034737662,
      "http": 0.008265328692331871,
      "fileinfo": 5.8206540086844155e-05,
      "service": 2.328261603473766e-05,
      "status": 5.8206540086844155e-05,
      "password": 0.00069847848104213,
      "message": 0.00015133700422579482,
      "session": 0.0032013597047764286,
      "username": 0.0004772936287121221,
      "msg": 6.9847848104213e-05,
      "client": 5.8206540086844155e-05,
      "level": 3.49239240521065e-05,
      "mstshash": 2.328261603473766e-05,
      "data": 0.0002444674683647455,
      "action": 5.8206540086844155e-05,
      "ssh": 0.0003143153164689585,
      "anomaly": 0.00011641308017368831,
      "rdp": 0.00010477177215631948,
      "app_proto_ts": 1.164130801736883e-05,
      "ftp": 0.00010477177215631948,
      "tc_progress": 5.8206540086844155e-05,
      "files": 1.164130801736883e-05,
      "ts_progress": 4.656523206947532e-05,
      "lang": 4.656523206947532e-05,
      "app": 5.8206540086844155e-05,
      "tls": 0.00015133700422579482,
      "fatt_http": 0.0041792295782354105,
      "environ": 1.164130801736883e-05,
      "input": 0.0001746196202605325,
      "output": 0.0010127937975110883,
      "session_duration": 1.164130801736883e-05,
      "icmp_code": 3.49239240521065e-05,
      "icmp_type": 2.328261603473766e-05,
      "public_ip": 2.328261603473766e-05,
      "data_type": 2.328261603473766e-05,
      "request": 0.00010477177215631948,
      "response": 2.328261603473766e-05,
      "sensorid": 2.328261603473766e-05,
      "id": 0.00046565232069475324,
      "sensor": 2.328261603473766e-05,
      "eventid": 5.8206540086844155e-05,
      "shasum": 4.656523206947532e-05,
      "src_url": 4.656523206947532e-05,
      "outfile": 4.656523206947532e-05,
      "filename": 4.656523206947532e-05,
      "duration": 4.656523206947532e-05,
      "smtp": 5.8206540086844155e-05,
      "app_proto_tc": 2.328261603473766e-05,
      "commands": 1.164130801736883e-05
    }
  }
}