{"ip":"45.156.87.65","exported_at":"2026-10-28T04:13:35+00:00","period_days":7,"metrics":{"events7d":55,"distinct_ports":55,"distinct_classifications":3,"max_severity":8,"last_sensor_id":"paris-1","max_waf_score":null,"max_risk_score":48,"attack_stage":"recon","attack_chain_stage":"reconnaissance","threat_family":["scanner","IP compromise (Emerging Threats open)","IP signal\u00e9e (IPsum, 3 listes ou plus)"],"recommended_action":"monitor","confidence":1,"risk_breakdown":{"waf":8,"classification":64,"behavior":0,"geo":0,"protocol":36,"novelty":25},"mitre_tactics":["TA0043"],"mitre_technique":"T1046","top_mitre_technique":"TA0007","top_mitre_count":120,"executive_one_liner_fr":"Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (2 protocoles \u00b7 5 min)","campaign_hint_fr":"Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte","confidence_breakdown":{"waf":8,"classification":64,"behavior":0,"geo":0,"protocol":36,"novelty":25,"risk_score":42,"correlation_boost":14},"persona_hostname":"mail.sensor-1.internal","correlation_flags":["campagne_ports","multi_protocol_correlation"],"correlation_flags_labels_fr":["Campagne multi-ports","Multi-protocole corr\u00e9l\u00e9 (5 min)"],"confidence_pct":100,"confidence_hint_fr":"Corr\u00e9lation +14","sensor_role_label_fr":"Renseignement menaces","tags_summary_labels_fr":["MITRE-T1046","SIGMA-net-port-scan","Beh Multi Port 60S"],"tags_summary":["MITRE-T1046","SIGMA-net-port-scan","INT-beh-multi-port-60s"],"attack_vector":"port scan syn \u00b7 via SSH:22 \u00b7 (reconnaissance)","protocol_details":{"ssh_banner":"SSH-2.0-libssh_0.12.0\r\n\u0000\u0000\u0004\ufffd\u0005\u0014\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\u0000\u0000\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76","payload_preview":"SSH-2.0-libssh_0.12.0\r\n\u0000\u0000\u0004\ufffd\u0005\u0014\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\u0000\u0000\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76","port":22,"service":"ssh","service_label_fr":"SSH"},"protocol_summary_fr":"SSH: SSH-2.0-libssh_0.12.0\r\n\u0000\u0000\u0004\ufffd\u0005\u0014\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\u0000\u0000\u0001\ufffdmlkem768x25519-sha256,mlkem768n\u2026 \u00b7 Payload SSH-2.0-libssh_0.12.0\r\n\u0000\u0000\u0004\ufffd\u0005\u0014\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\u0000\u0000\u0001\ufffdmlkem768x25519-\u2026 \u00b7 SSH:22","evidence_snippet":"SSH-2.0-libssh_0.12.0\r\n\ufffd\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76","target_port_label":"22 \u00b7 SSH","emulator_service":"ssh","confidence_reason":"Confiance 100 % \u2014 6 signal(aux) capteur","classification_reason":"Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%","classification_reason_label_fr":"Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%","confidence_factors_fr":"Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14","payload_preview":"SSH-2.0-libssh_0.12.0\r\n\ufffd\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76","open_intel":{"source":"Emerging Threats open","status":"ok","matched":true,"label_fr":"IP compromise (Emerging Threats open)","detail_fr":null},"open_intel_ipsum":{"source":"IPsum","status":"ok","matched":true,"label_fr":"IP signal\u00e9e (IPsum, 3 listes ou plus)","detail_fr":null},"open_intel_cins":{"source":"CINS Army","status":"ok","matched":false,"label_fr":null,"detail_fr":null}},"dnsbl":{"query":"65.87.156.45.dnsbl.blacklistip.com","listed":false,"available":false,"response":null,"meaning":null,"label":null},"events":[{"id":6988057,"ip":"45.156.87.65","ts":"2026-10-23 06:12:42.000000","proto":"tcp","src_port":44908,"dst_port":22,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a\u0022, \u0022emulator_response_len\u0022: 32, \u0022bytes_in\u0022: 1287, \u0022payload_entropy\u0022: 4.889724828836387, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022f3554ab0de9c062a9bac7457058dc7da59129aee\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 231, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022b50198f8eacc87608e596eb2c5bedbf4\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup761x25519-sha512,sntrup761x25519-sha512@openssh.com,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-ni\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup761x25519-sha512,sntrup761x25519-sha512@openssh.com,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-ni\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00225ed63e53a7f3153f6383f2ecf950751c717bc11e\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\ufffd\\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:22 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 6 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (2 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:22 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\ufffd\\r\ufffd_=\ufffd\ufffd\u032e?\ufffd#P\ufffd\ufffdnU\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 6 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 4, \u0022port_scan_ports_sample\u0022: [22, 7724, 10910, 22004], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 2, \u0022multi_protocol_sample\u0022: [\u0022memcached-alt\u0022, \u0022ssh\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022behavior_alert_count\u0022: 1, \u0022behavior_priority\u0022: 72}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1287},{"id":6987960,"ip":"45.156.87.65","ts":"2026-10-23 06:12:24.000000","proto":"tcp","src_port":20414,"dst_port":22004,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22004, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.7, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022a66912d868d2695e6e2c948f47808bb806176098\u0022, \u0022event_fingerprint\u0022: \u0022f924117957338d07b44a40ba6bc92c5394a3866a\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 231, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, 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\u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222004\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 2, \u0022multi_protocol_sample\u0022: [\u0022memcached-alt\u0022, \u0022ssh\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 8, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022behavior_alert_count\u0022: 1, \u0022behavior_priority\u0022: 72}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":6987887,"ip":"45.156.87.65","ts":"2026-10-23 06:12:12.000000","proto":"tcp","src_port":58032,"dst_port":10910,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 10910, \u0022risk_waf\u0022: 8.0, 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\u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":6987760,"ip":"45.156.87.65","ts":"2026-10-23 06:11:50.000000","proto":"tcp","src_port":19034,"dst_port":7724,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 7724, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.5, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 48, \u0022tag_count\u0022: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022de4d725065fa7f692c802a1beb3a705753d19440\u0022, \u0022event_fingerprint\u0022: \u00229202fd2351c73f5fba948bb1dcd1e50f82d79db4\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 79, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 48, \u0022correlation_boost\u0022: 8}, 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0.0, \u0022risk_score\u0022: 48, \u0022correlation_boost\u0022: 8}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 48, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 7724, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, 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23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 2637, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022206922cbda92f6e82b37b2bad09a1274952f2414\u0022, \u0022event_fingerprint\u0022: \u0022b3a5bfc142c3569e511f793eb0da5e05850299c1\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 231, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 2637, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, 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[\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 2637, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:2637 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00222637 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00222637\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 4, \u0022port_scan_ports_sample\u0022: [2637, 13244, 24340, 30007], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 3, \u0022multi_protocol_sample\u0022: [\u0022memcached-alt\u0022, \u0022node-http\u0022, \u0022ssh\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":6987311,"ip":"45.156.87.65","ts":"2026-10-23 06:10:37.000000","proto":"tcp","src_port":19998,"dst_port":24340,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 24340, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.5, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00226a13bd4d9686209859121bb1984f59be3adffec5\u0022, \u0022event_fingerprint\u0022: \u0022aa4ed12defff2e3c5346019f840482befd08fa39\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 231, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 24340, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: 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\u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 24340, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:24340 \u00b7 (reconnaissance)\u0022, 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\u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":6987277,"ip":"45.156.87.65","ts":"2026-10-23 06:10:31.000000","proto":"tcp","src_port":34512,"dst_port":30007,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 30007, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, 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\u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 8}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 30007, \u0022service\u0022: \u0022ssh\u0022, 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\u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (3 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 8}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 30007, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +8\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 30007, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:30007 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u002230007 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002230007\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 3, \u0022multi_protocol_sample\u0022: [\u0022memcached-alt\u0022, \u0022node-http\u0022, \u0022ssh\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 8, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":6987131,"ip":"45.156.87.65","ts":"2026-10-23 06:10:07.000000","proto":"tcp","src_port":65218,"dst_port":13244,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 13244, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00224cc0d6a83bd4ff5b1369c0e45aa9703f60b4f409\u0022, \u0022event_fingerprint\u0022: \u0022b89ca9eb57c6d7c7cba274874791b158bf4213b2\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 231, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 8}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 13244, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: 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\u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 48, \u0022correlation_boost\u0022: 8}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 48, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022memcached-alt\u0022, \u0022service_label_fr\u0022: \u0022MEMCACHED ALT\u0022, \u0022dst_port\u0022: 10001, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, 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\u0022target_port_label\u0022: \u002210001 \u00b7 MEMCACHED ALT\u0022, \u0022emulator_service\u0022: \u0022memcached-alt\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 3 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022memcached_alt\u0022, \u0022service_banner\u0022: \u0022honeypot-memcached-alt\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002210001\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 3, \u0022multi_protocol_sample\u0022: [\u0022memcached-alt\u0022, \u0022node-http\u0022, \u0022ssh\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 8, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":5,"bytes_in":23},{"id":6986323,"ip":"45.156.87.65","ts":"2026-10-23 06:07:41.000000","proto":"tcp","src_port":54644,"dst_port":7654,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 7654, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.2, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00221268e241c086726b97aa0fc7f223c02862ed085e\u0022, \u0022event_fingerprint\u0022: \u0022cb5afd106acc00364678864468e1baad8b2d3b3f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 7654, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002252e1c6ee1bfa54258e8ff6e5d1b84099f527d8ca\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 7654, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:7654 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00227654 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (2 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 7654, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 7654, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:7654 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00227654 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00227654\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 5, \u0022port_scan_ports_sample\u0022: [3000, 3735, 7613, 7654, 8679], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 2, \u0022multi_protocol_sample\u0022: [\u0022node-http\u0022, \u0022ssh\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":6986270,"ip":"45.156.87.65","ts":"2026-10-23 06:07:31.000000","proto":"tcp","src_port":59512,"dst_port":8679,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 8679, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.5, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022f80c983855958fedee82cd9a1e3354dcbed23875\u0022, \u0022event_fingerprint\u0022: \u002232beb145296d9524131afc2af7799b36022e994b\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 231, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 8679, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: 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\u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (2 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 8679, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 8679, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:8679 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00228679 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00228679\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 4, \u0022port_scan_ports_sample\u0022: [3000, 3735, 7613, 8679], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 2, \u0022multi_protocol_sample\u0022: [\u0022node-http\u0022, \u0022ssh\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022behavior_alert_count\u0022: 1, \u0022behavior_priority\u0022: 84}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":6986153,"ip":"45.156.87.65","ts":"2026-10-23 06:07:14.000000","proto":"tcp","src_port":25432,"dst_port":3000,"service":"node-http","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022485454502f312e3120343034204e6f7420466f756e640d0a582d506f77657265642d42793a20457870726573730d0a436f6e74656e742d547970653a20746578742f68746d6c0d0a436f6e74656e742d4c656e6774683a2031320d0a0d0a43616e6e6f7420474554202f\u0022, \u0022emulator_response_len\u0022: 106, \u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022node-http\u0022, \u0022app_proto\u0022: \u0022node-http\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 3000, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.2, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022a077f84272e42db128aa9616ea9195e0f47dbf3d\u0022, \u0022event_fingerprint\u0022: \u002234fd482cd7628741af06d058b16059cafd546c90\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 231, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 8}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022node-http\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 3000, \u0022service\u0022: \u0022node-http\u0022, \u0022service_name\u0022: \u0022node-http\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: 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\u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00227613\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022ssh_banner\u0022, 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\u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00224145\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 3, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022ssh\u0022, \u0022steam\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 8, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":6984231,"ip":"45.156.87.65","ts":"2026-10-23 06:01:59.000000","proto":"tcp","src_port":36274,"dst_port":2200,"service":"cics-alt","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00224349435300000000000000000000000000000000\u0022, \u0022emulator_response_len\u0022: 20, \u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022cics-alt\u0022, \u0022app_proto\u0022: \u0022cics-alt\u0022, \u0022asn\u0022: 197170, 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\u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":5,"bytes_in":23},{"id":6984005,"ip":"45.156.87.65","ts":"2026-10-23 06:01:19.000000","proto":"tcp","src_port":29310,"dst_port":4654,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 4654, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.7, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002257cd77b6cdcf2e51a985c95957dd9d9cf41a3694\u0022, \u0022event_fingerprint\u0022: \u002258a2e9dfb60e1601aeec14ae58367618c5d87ff7\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 4654, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022aa665dd734b3eee52374c225bc02baca53ab67a2\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: 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SSH \u2014 multi-protocole (3 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 4654, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 4654, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:4654 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00224654 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 3 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00224654\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 5, \u0022port_scan_ports_sample\u0022: [4654, 5342, 8196, 22003, 22022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 3, \u0022multi_protocol_sample\u0022: [\u0022scm-actuator-probe\u0022, \u0022ssh\u0022, \u0022steam\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022behavior_alert_count\u0022: 1, \u0022behavior_priority\u0022: 84}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":6983830,"ip":"45.156.87.65","ts":"2026-10-23 06:00:51.000000","proto":"tcp","src_port":54258,"dst_port":5342,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 5342, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00228163e54ab3ef4b70910f97eb731013c1e4c186a2\u0022, \u0022event_fingerprint\u0022: \u002274318ea7adbd4f7c8d28ad1e5e8910718c899f15\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 231, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5342, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022083146eb4fb3cb4eaa1c9b8d917f82bfec9f5c60\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 5342, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:5342 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00225342 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 3 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (4 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 5342, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 5342, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:5342 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00225342 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 3 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225342\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 4, \u0022port_scan_ports_sample\u0022: [5342, 8196, 22003, 22022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 4, \u0022multi_protocol_sample\u0022: [\u0022i2p\u0022, \u0022scm-actuator-probe\u0022, \u0022ssh\u0022, \u0022steam\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":6983814,"ip":"45.156.87.65","ts":"2026-10-23 06:00:49.000000","proto":"tcp","src_port":17480,"dst_port":22003,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22003, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225019a0c1b4d6355ad061d35e48fe1d7c2ecc13f8\u0022, \u0022event_fingerprint\u0022: \u00222d5355575bb49c949256008cd32df320a4ed192e\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 231, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 8}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22003, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: 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0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 8}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22003, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: 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\u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 8196, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 48, \u0022tag_count\u0022: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00228a1498c71b927f3725f3f6f97b632530d8232e93\u0022, \u0022event_fingerprint\u0022: \u00224c7c5251b391961eb7e38fa12307a9862a90dcc9\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH 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