{
  "dataset_info": {
    "name": "attacks-monthly",
    "version": "1.0.0",
    "description": "Cybersecurity dataset from honeypot infrastructure",
    "total_samples": 269612,
    "features": 153,
    "creation_timestamp": "2026-04-01T08:22:41.262207+00:00",
    "data_source": "Honeypot Infrastructure",
    "honeypot_types": {},
    "time_range": {
      "start": "",
      "end": "2026-04-01T00:12:14.370245+00:00"
    }
  },
  "statistics": {
    "total_events": 300000,
    "successful_extractions": 300000,
    "feature_extraction_time": 294.526502,
    "dataset_creation_time": 0,
    "quality_score": 0.0
  },
  "feature_schema": {
    "src_ip": "object",
    "src_port": "object",
    "dest_ip": "object",
    "event_type": "object",
    "in_iface": "object",
    "type": "object",
    "@version": "object",
    "@timestamp": "object",
    "geoip": "object",
    "timestamp": "object",
    "geoip_ext": "object",
    "flow": "object",
    "honeypot_ip_int": "object",
    "dest_port": "int64",
    "flow_id": "object",
    "ip_v": "object",
    "honeypot_hostname": "object",
    "host": "object",
    "honeypot_ip_ext": "object",
    "proto": "object",
    "tcp": "object",
    "mitre_techniques": "object",
    "attack_vectors": "object",
    "mitre_tactic": "object",
    "mitre_technique": "object",
    "confidence_score": "object",
    "is_malicious": "bool",
    "severity": "object",
    "primary_label": "object",
    "os": "object",
    "dist": "object",
    "raw_sig": "object",
    "mod": "object",
    "subject": "object",
    "params": "object",
    "pkt_src": "object",
    "stream": "object",
    "direction": "object",
    "payload": "object",
    "payload_printable": "object",
    "alert": "object",
    "raw_mtu": "object",
    "link": "object",
    "metadata": "object",
    "tx_id": "object",
    "smtp": "object",
    "app_proto": "object",
    "ssh": "object",
    "ip_rep": "object",
    "attack_connection": "object",
    "is_virtual": "object",
    "proxy_connection": "object",
    "operation_mode": "object",
    "download_tries": "object",
    "start_time": "object",
    "download_count": "object",
    "end_time": "object",
    "downloads": "object",
    "data": "object",
    "mstshash": "object",
    "action": "object",
    "protocol": "object",
    "response": "object",
    "id": "object",
    "sensorid": "object",
    "public_ip": "object",
    "data_type": "object",
    "request": "object",
    "input": "object",
    "status": "object",
    "username": "object",
    "output": "object",
    "level": "object",
    "session": "object",
    "message": "object",
    "service": "object",
    "environ": "object",
    "msg": "object",
    "tags": "object",
    "rdp": "object",
    "reason": "object",
    "raw_hits": "object",
    "raw_freq": "object",
    "uptime": "object",
    "fatt_ssh": "object",
    "anomaly": "object",
    "http": "object",
    "tls": "object",
    "fatt_rdp": "object",
    "ts_progress": "object",
    "tc_progress": "object",
    "fileinfo": "object",
    "fatt_http": "object",
    "fatt_tls": "object",
    "session_duration": "float64",
    "smb": "object",
    "password": "object",
    "sip": "object",
    "app": "object",
    "lang": "object",
    "files": "object",
    "client_version": "object",
    "client": "object",
    "hostname": "object",
    "response.metadata.generationSource": "object",
    "response.metadata.provider": "object",
    "response.headers.Content-Type": "object",
    "response.body": "object",
    "response.metadata.model": "object",
    "response.metadata.temperature": "object",
    "request.body": "object",
    "request.bodySha256": "object",
    "response.headers.Server": "object",
    "request.headers.Accept-Encoding": "object",
    "request.headers.sortedSha256": "object",
    "sensorName": "object",
    "request.requestURI": "object",
    "request.method": "object",
    "request.protocol": "object",
    "request.headers.sorted": "object",
    "request.userAgent": "object",
    "request.headers.User-Agent": "object",
    "sip_user_agent": "object",
    "created_by_node_id": "object",
    "collected_method": "object",
    "sip_method": "object",
    "app_version": "object",
    "transport_type": "object",
    "event_uuid": "object",
    "called_number": "object",
    "app_name": "object",
    "sip_message": "object",
    "request.headers.Accept": "object",
    "request.headers.Accept-Charset": "object",
    "request.headers.Accept-Language": "object",
    "app_proto_tc": "object",
    "ftp": "object",
    "pgsql": "object",
    "request.headers.Connection": "object",
    "duration": "object",
    "eventid": "object",
    "sensor": "object",
    "app_proto_ts": "object",
    "icmp_code": "object",
    "icmp_type": "object",
    "headers": "object",
    "request.headers.Referer": "object",
    "request.headers.Cache-Control": "object",
    "request.headers.Pragma": "object",
    "request.headers.Upgrade-Insecure-Requests": "object",
    "version": "object",
    "rfb": "object",
    "commands": "object"
  },
  "quality_metrics": {
    "completeness": {
      "src_ip": 1.0,
      "src_port": 1.0,
      "dest_ip": 1.0,
      "event_type": 1.0,
      "in_iface": 1.0,
      "type": 1.0,
      "@version": 1.0,
      "@timestamp": 1.0,
      "geoip": 1.0,
      "timestamp": 1.0,
      "geoip_ext": 1.0,
      "flow": 1.0,
      "honeypot_ip_int": 1.0,
      "dest_port": 1.0,
      "flow_id": 1.0,
      "ip_v": 1.0,
      "honeypot_hostname": 1.0,
      "host": 1.0,
      "honeypot_ip_ext": 1.0,
      "proto": 1.0,
      "tcp": 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,
      "os": 1.0,
      "dist": 1.0,
      "raw_sig": 1.0,
      "mod": 1.0,
      "subject": 1.0,
      "params": 1.0,
      "pkt_src": 1.0,
      "stream": 1.0,
      "direction": 1.0,
      "payload": 1.0,
      "payload_printable": 1.0,
      "alert": 1.0,
      "raw_mtu": 1.0,
      "link": 1.0,
      "metadata": 1.0,
      "tx_id": 1.0,
      "smtp": 1.0,
      "app_proto": 1.0,
      "ssh": 1.0,
      "ip_rep": 1.0,
      "attack_connection": 1.0,
      "is_virtual": 1.0,
      "proxy_connection": 1.0,
      "operation_mode": 1.0,
      "download_tries": 1.0,
      "start_time": 1.0,
      "download_count": 1.0,
      "end_time": 1.0,
      "downloads": 1.0,
      "data": 1.0,
      "mstshash": 1.0,
      "action": 1.0,
      "protocol": 1.0,
      "response": 1.0,
      "id": 1.0,
      "sensorid": 1.0,
      "public_ip": 1.0,
      "data_type": 1.0,
      "request": 1.0,
      "input": 1.0,
      "status": 1.0,
      "username": 1.0,
      "output": 1.0,
      "level": 1.0,
      "session": 1.0,
      "message": 1.0,
      "service": 1.0,
      "environ": 1.0,
      "msg": 1.0,
      "tags": 1.0,
      "rdp": 1.0,
      "reason": 1.0,
      "raw_hits": 1.0,
      "raw_freq": 1.0,
      "uptime": 1.0,
      "fatt_ssh": 1.0,
      "anomaly": 1.0,
      "http": 1.0,
      "tls": 1.0,
      "fatt_rdp": 1.0,
      "ts_progress": 1.0,
      "tc_progress": 1.0,
      "fileinfo": 1.0,
      "fatt_http": 1.0,
      "fatt_tls": 1.0,
      "session_duration": 1.0,
      "smb": 1.0,
      "password": 1.0,
      "sip": 1.0,
      "app": 1.0,
      "lang": 1.0,
      "files": 1.0,
      "client_version": 1.0,
      "client": 1.0,
      "hostname": 1.0,
      "response.metadata.generationSource": 1.0,
      "response.metadata.provider": 1.0,
      "response.headers.Content-Type": 1.0,
      "response.body": 1.0,
      "response.metadata.model": 1.0,
      "response.metadata.temperature": 1.0,
      "request.body": 1.0,
      "request.bodySha256": 1.0,
      "response.headers.Server": 1.0,
      "request.headers.Accept-Encoding": 1.0,
      "request.headers.sortedSha256": 1.0,
      "sensorName": 1.0,
      "request.requestURI": 1.0,
      "request.method": 1.0,
      "request.protocol": 1.0,
      "request.headers.sorted": 1.0,
      "request.userAgent": 1.0,
      "request.headers.User-Agent": 1.0,
      "sip_user_agent": 1.0,
      "created_by_node_id": 1.0,
      "collected_method": 1.0,
      "sip_method": 1.0,
      "app_version": 1.0,
      "transport_type": 1.0,
      "event_uuid": 1.0,
      "called_number": 1.0,
      "app_name": 1.0,
      "sip_message": 1.0,
      "request.headers.Accept": 1.0,
      "request.headers.Accept-Charset": 1.0,
      "request.headers.Accept-Language": 1.0,
      "app_proto_tc": 1.0,
      "ftp": 1.0,
      "pgsql": 1.0,
      "request.headers.Connection": 1.0,
      "duration": 1.0,
      "eventid": 1.0,
      "sensor": 1.0,
      "app_proto_ts": 1.0,
      "icmp_code": 1.0,
      "icmp_type": 1.0,
      "headers": 1.0,
      "request.headers.Referer": 1.0,
      "request.headers.Cache-Control": 1.0,
      "request.headers.Pragma": 1.0,
      "request.headers.Upgrade-Insecure-Requests": 1.0,
      "version": 1.0,
      "rfb": 1.0,
      "commands": 1.0
    },
    "uniqueness": {
      "src_ip": 0.06127323709627168,
      "src_port": 0.10490630980816877,
      "dest_ip": 3.7090337225346056e-05,
      "event_type": 6.305357328308829e-05,
      "in_iface": 7.418067445069211e-06,
      "type": 4.450840467041526e-05,
      "@version": 3.7090337225346054e-06,
      "@timestamp": 0.23244143435752118,
      "geoip": 0.07057920270611101,
      "timestamp": 0.26418705398869485,
      "geoip_ext": 0.00010756197795350355,
      "flow": 0.1808784475468451,
      "honeypot_ip_int": 0.2355310594483925,
      "dest_port": 0.047939260863759776,
      "flow_id": 0.1439253445692328,
      "ip_v": 7.418067445069211e-06,
      "honeypot_hostname": 0.001109001083037847,
      "host": 0.001109001083037847,
      "honeypot_ip_ext": 3.7090337225346054e-06,
      "proto": 1.4836134890138422e-05,
      "tcp": 0.002640832010444639,
      "mitre_techniques": 3.7090337225346054e-06,
      "attack_vectors": 3.7090337225346054e-06,
      "mitre_tactic": 3.7090337225346054e-06,
      "mitre_technique": 3.7090337225346054e-06,
      "confidence_score": 3.7090337225346054e-06,
      "is_malicious": 3.7090337225346054e-06,
      "severity": 3.7090337225346054e-06,
      "primary_label": 7.418067445069211e-06,
      "os": 5.9344539560553686e-05,
      "dist": 0.00017432458495912645,
      "raw_sig": 0.0033789297212290254,
      "mod": 3.338130350281145e-05,
      "subject": 1.1127101167603815e-05,
      "params": 3.338130350281145e-05,
      "pkt_src": 1.4836134890138422e-05,
      "stream": 1.1127101167603815e-05,
      "direction": 1.1127101167603815e-05,
      "payload": 0.0030191534501431685,
      "payload_printable": 0.0030302805513107724,
      "alert": 0.005300209189501951,
      "raw_mtu": 0.00011498004539857276,
      "link": 3.338130350281145e-05,
      "metadata": 0.0003412311024731837,
      "tx_id": 1.4836134890138422e-05,
      "smtp": 1.8545168612673028e-05,
      "app_proto": 5.563550583801908e-05,
      "ssh": 0.00038944854086613354,
      "ip_rep": 2.5963236057742237e-05,
      "attack_connection": 0.00657240775633132,
      "is_virtual": 7.418067445069211e-06,
      "proxy_connection": 0.00010385294423096895,
      "operation_mode": 7.418067445069211e-06,
      "download_tries": 7.418067445069211e-06,
      "start_time": 0.009958755545005415,
      "download_count": 7.418067445069211e-06,
      "end_time": 0.010040354286901176,
      "downloads": 7.418067445069211e-06,
      "data": 0.00011868907912110737,
      "mstshash": 7.418067445069211e-06,
      "action": 2.225420233520763e-05,
      "protocol": 6.305357328308829e-05,
      "response": 3.7090337225346054e-06,
      "id": 5.1926472115484474e-05,
      "sensorid": 7.418067445069211e-06,
      "public_ip": 7.418067445069211e-06,
      "data_type": 1.1127101167603815e-05,
      "request": 3.7090337225346054e-06,
      "input": 0.00018174265240419567,
      "status": 1.8545168612673028e-05,
      "username": 0.0005897363618830023,
      "output": 0.0005897363618830023,
      "level": 1.4836134890138422e-05,
      "session": 0.005530169280299096,
      "message": 0.006498227081880629,
      "service": 7.418067445069211e-06,
      "environ": 3.7090337225346054e-06,
      "msg": 8.159874189576131e-05,
      "tags": 1.4836134890138422e-05,
      "rdp": 6.305357328308829e-05,
      "reason": 0.00017432458495912645,
      "raw_hits": 0.0006008634630506061,
      "raw_freq": 0.00394641188077682,
      "uptime": 0.010414966692877172,
      "fatt_ssh": 0.00030043173152530304,
      "anomaly": 9.643487678589974e-05,
      "http": 0.003071079922258653,
      "tls": 0.0007418067445069211,
      "fatt_rdp": 1.1127101167603815e-05,
      "ts_progress": 1.8545168612673028e-05,
      "tc_progress": 1.8545168612673028e-05,
      "fileinfo": 2.5963236057742237e-05,
      "fatt_http": 0.0004710472827618949,
      "fatt_tls": 0.00044137501298161804,
      "session_duration": 3.7090337225346054e-06,
      "smb": 0.006067979170066614,
      "password": 0.0006082815304956753,
      "sip": 0.0006713351037787636,
      "app": 3.338130350281145e-05,
      "lang": 1.8545168612673028e-05,
      "files": 7.418067445069211e-06,
      "client_version": 7.418067445069211e-06,
      "client": 3.338130350281145e-05,
      "hostname": 3.338130350281145e-05,
      "response.metadata.generationSource": 7.418067445069211e-06,
      "response.metadata.provider": 7.418067445069211e-06,
      "response.headers.Content-Type": 7.418067445069211e-06,
      "response.body": 7.418067445069211e-06,
      "response.metadata.model": 7.418067445069211e-06,
      "response.metadata.temperature": 7.418067445069211e-06,
      "request.body": 3.7090337225346054e-06,
      "request.bodySha256": 7.418067445069211e-06,
      "response.headers.Server": 7.418067445069211e-06,
      "request.headers.Accept-Encoding": 1.4836134890138422e-05,
      "request.headers.sortedSha256": 4.0799370947880655e-05,
      "sensorName": 4.821743839294987e-05,
      "request.requestURI": 7.418067445069211e-06,
      "request.method": 1.1127101167603815e-05,
      "request.protocol": 1.1127101167603815e-05,
      "request.headers.sorted": 3.7090337225346056e-05,
      "request.userAgent": 6.67626070056229e-05,
      "request.headers.User-Agent": 6.67626070056229e-05,
      "sip_user_agent": 1.1127101167603815e-05,
      "created_by_node_id": 1.4836134890138422e-05,
      "collected_method": 7.418067445069211e-06,
      "sip_method": 1.1127101167603815e-05,
      "app_version": 7.418067445069211e-06,
      "transport_type": 7.418067445069211e-06,
      "event_uuid": 0.0006750441375012982,
      "called_number": 0.0006713351037787636,
      "app_name": 7.418067445069211e-06,
      "sip_message": 0.0006713351037787636,
      "request.headers.Accept": 1.4836134890138422e-05,
      "request.headers.Accept-Charset": 7.418067445069211e-06,
      "request.headers.Accept-Language": 1.1127101167603815e-05,
      "app_proto_tc": 1.8545168612673028e-05,
      "ftp": 2.5963236057742237e-05,
      "pgsql": 4.450840467041526e-05,
      "request.headers.Connection": 1.4836134890138422e-05,
      "duration": 2.9672269780276843e-05,
      "eventid": 1.1127101167603815e-05,
      "sensor": 7.418067445069211e-06,
      "app_proto_ts": 1.1127101167603815e-05,
      "icmp_code": 1.4836134890138422e-05,
      "icmp_type": 7.418067445069211e-06,
      "headers": 7.418067445069211e-06,
      "request.headers.Referer": 7.418067445069211e-06,
      "request.headers.Cache-Control": 7.418067445069211e-06,
      "request.headers.Pragma": 7.418067445069211e-06,
      "request.headers.Upgrade-Insecure-Requests": 7.418067445069211e-06,
      "version": 7.418067445069211e-06,
      "rfb": 7.418067445069211e-06,
      "commands": 3.7090337225346054e-06
    }
  }
}