{"ip":"163.223.9.188","exported_at":"2026-08-01T12:55:42+00:00","period_days":30,"metrics":{"events7d":0,"distinct_ports":0,"distinct_classifications":0,"max_severity":null,"last_sensor_id":"paris-1","max_waf_score":null,"max_risk_score":50,"attack_stage":"probe","attack_chain_stage":"discovery","threat_family":["scanner"],"recommended_action":"investigate","confidence":1,"risk_breakdown":{"waf":8,"classification":50,"behavior":0,"geo":0,"protocol":36,"novelty":25},"mitre_tactics":["TA0007","TA0001"],"mitre_technique":"T1046","top_mitre_technique":"T1046","top_mitre_count":21,"executive_one_liner_fr":"Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH","campaign_hint_fr":null,"confidence_breakdown":{"waf":8,"classification":50,"behavior":0,"geo":0,"protocol":36,"novelty":25,"risk_score":50},"persona_hostname":"mail.sensor-1.internal","correlation_flags":["rafale_auth"],"correlation_flags_labels_fr":["Rafale auth"],"confidence_pct":100,"confidence_hint_fr":null,"sensor_role_label_fr":"Renseignement menaces","tags_summary_labels_fr":["Client SSH libssh\/paramiko (scanner)","pat-0391","Upstream"],"tags_summary":["INT-ssh-libssh-ua","pat-0391","INT-upstream"],"attack_vector":"Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)","protocol_details":{"ssh_banner":"SSH-2.0-Go\r\n\u0000\u0000\u0004l\u0007\u0014\ufffd\ufffdKf\u01a8]\ufffd\u0010)bbY\u000fa\u0011\u0000\u0000\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec","payload_preview":"SSH-2.0-Go\r\n\u0000\u0000\u0004l\u0007\u0014\ufffd\ufffdKf\u01a8]\ufffd\u0010)bbY\u000fa\u0011\u0000\u0000\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec","port":22,"service":"ssh","service_label_fr":"SSH"},"protocol_summary_fr":"SSH: SSH-2.0-Go\r\n\u0000\u0000\u0004l\u0007\u0014\ufffd\ufffdKf\u01a8]\ufffd\u0010)bbY\u000fa\u0011\u0000\u0000\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,cu\u2026 \u00b7 Payload SSH-2.0-Go\r\n\u0000\u0000\u0004l\u0007\u0014\ufffd\ufffdKf\u01a8]\ufffd\u0010)bbY\u000fa\u0011\u0000\u0000\u0000\ufffdmlkem768x25519-sha256,curv\u2026 \u00b7 SSH:22","evidence_snippet":"SSH-2.0-Go\r\nl\ufffd\ufffdKf\u01a8]\ufffd)bbYa\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec","target_port_label":"22 \u00b7 SSH","emulator_service":"ssh","confidence_reason":"Confiance 100 % \u2014 Motif catalogue confirm\u00e9","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","payload_preview":"SSH-2.0-Go\r\nl\ufffd\ufffdKf\u01a8]\ufffd)bbYa\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec"},"events":[{"id":12859182,"ip":"163.223.9.188","ts":"2026-07-19 10:19:39.000000","proto":"tcp","src_port":56602,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.793251669049299, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, 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\u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffdKf\u01a8]\ufffd\\u0010)bbY\\u000fa\\u0011\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffdKf\u01a8]\ufffd\\u0010)bbY\\u000fa\\u0011\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffdKf\u01a8]\ufffd\\u0010)bbY\\u000fa\\u0011\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffdKf\u01a8]\ufffd\\u0010)bbY\\u000fa\\u0011\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: 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[{\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}]}, 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\u0022ssh_auth_burst_count\u0022: 39, \u0022ssh_auth_burst_rate\u0022: 2.6}","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_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859181,"ip":"163.223.9.188","ts":"2026-07-19 10:19:38.000000","proto":"tcp","src_port":56588,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.775846793695288, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00222baf522ac18f47a2f074d6c9e197af76\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\\u0022[[\u06cb\ufffd07$F\ufffd\u0027\ub8a2\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\\u0022[[\u06cb\ufffd07$F\ufffd\u0027\ub8a2\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\\u0022[[\u06cb\ufffd07$F\ufffd\u0027\ub8a2\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\\u0022[[\u06cb\ufffd07$F\ufffd\u0027\ub8a2\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\\u0022[[\u06cb\ufffd07$F\ufffd\u0027\ub8a2\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022ac890f8e5af589fbfc8382e21ddbce61cfc38081\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\\u0022[[\u06cb\ufffd07$F\ufffd\u0027\ub8a2\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\\u0022[[\u06cb\ufffd07$F\ufffd\u0027\ub8a2\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\\\u0022[[\u06cb\ufffd07$F\ufffd\u0027\ub8a2\ufffd\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\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 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \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: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\\u0022[[\u06cb\ufffd07$F\ufffd\u0027\ub8a2\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\\u0022[[\u06cb\ufffd07$F\ufffd\u0027\ub8a2\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\\\u0022[[\u06cb\ufffd07$F\ufffd\u0027\ub8a2\ufffd\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 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: \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, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022ssh_auth_burst\u0022: true, \u0022ssh_auth_burst_count\u0022: 38, \u0022ssh_auth_burst_rate\u0022: 2.71}","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_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859177,"ip":"163.223.9.188","ts":"2026-07-19 10:19:37.000000","proto":"tcp","src_port":56574,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a\u0022, \u0022emulator_response_len\u0022: 32, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.784755313581698, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022bef43b5c6e3ea601bb34804de5152662\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\u0015\ufffdc6\ufffd !\ufffd`\\u00177\ufffd\ufffd\\u0014\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\u0015\ufffdc6\ufffd !\ufffd`\\u00177\ufffd\ufffd\\u0014\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\u0015\ufffdc6\ufffd !\ufffd`\\u00177\ufffd\ufffd\\u0014\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\u0015\ufffdc6\ufffd !\ufffd`\\u00177\ufffd\ufffd\\u0014\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\u0015\ufffdc6\ufffd !\ufffd`\\u00177\ufffd\ufffd\\u0014\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022f9ff02ad3813f1b170d5e174496d3d8a7baa4bad\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\u0015\ufffdc6\ufffd !\ufffd`\\u00177\ufffd\ufffd\\u0014\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\u0015\ufffdc6\ufffd !\ufffd`\\u00177\ufffd\ufffd\\u0014\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffdc6\ufffd 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\u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\u0015\ufffdc6\ufffd !\ufffd`\\u00177\ufffd\ufffd\\u0014\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\u0015\ufffdc6\ufffd !\ufffd`\\u00177\ufffd\ufffd\\u0014\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffdc6\ufffd !\ufffd`7\ufffd\ufffd\ufffd\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 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: \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, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022ssh_auth_burst\u0022: true, \u0022ssh_auth_burst_count\u0022: 33, \u0022ssh_auth_burst_rate\u0022: 2.54}","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_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859180,"ip":"163.223.9.188","ts":"2026-07-19 10:19:37.000000","proto":"tcp","src_port":56580,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a\u0022, \u0022emulator_response_len\u0022: 32, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.796942658884437, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002270086049d7887b8d6944d1e1de330224\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffd\u07f8k\ufffd\ufffd\\u0012\ufffd\ufffd\ufffd\ufffd\\u0015[]\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: 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\u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffd\u07f8k\ufffd\ufffd\\u0012\ufffd\ufffd\ufffd\ufffd\\u0015[]\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffd\u07f8k\ufffd\ufffd\\u0012\ufffd\ufffd\ufffd\ufffd\\u0015[]\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002295b30dbb79f84e241d461770fb8627ff54ea52af\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffd\u07f8k\ufffd\ufffd\\u0012\ufffd\ufffd\ufffd\ufffd\\u0015[]\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffd\u07f8k\ufffd\ufffd\\u0012\ufffd\ufffd\ufffd\ufffd\\u0015[]\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffd\ufffd\u07f8k\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd[]\ufffd\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\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 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \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: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffd\u07f8k\ufffd\ufffd\\u0012\ufffd\ufffd\ufffd\ufffd\\u0015[]\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: 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\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: \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, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022ssh_auth_burst\u0022: true, \u0022ssh_auth_burst_count\u0022: 35, \u0022ssh_auth_burst_rate\u0022: 2.69, \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_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859176,"ip":"163.223.9.188","ts":"2026-07-19 10:19:36.000000","proto":"tcp","src_port":56562,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.7804424977081, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00226a4b6e8d61eb4cf2f28e7570c1e4e215\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd$0\ufffdy\ufffd\ufffd\ufffd\\u0006\ufffdT\ufffd5\ufffd1\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd$0\ufffdy\ufffd\ufffd\ufffd\\u0006\ufffdT\ufffd5\ufffd1\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd$0\ufffdy\ufffd\ufffd\ufffd\\u0006\ufffdT\ufffd5\ufffd1\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd$0\ufffdy\ufffd\ufffd\ufffd\\u0006\ufffdT\ufffd5\ufffd1\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd$0\ufffdy\ufffd\ufffd\ufffd\\u0006\ufffdT\ufffd5\ufffd1\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00229eace1ff7e7f519587aa9cc61fee69c871f7611e\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd$0\ufffdy\ufffd\ufffd\ufffd\\u0006\ufffdT\ufffd5\ufffd1\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd$0\ufffdy\ufffd\ufffd\ufffd\\u0006\ufffdT\ufffd5\ufffd1\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, 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\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: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd$0\ufffdy\ufffd\ufffd\ufffd\\u0006\ufffdT\ufffd5\ufffd1\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: 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\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, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022ssh_auth_burst\u0022: true, \u0022ssh_auth_burst_count\u0022: 32, \u0022ssh_auth_burst_rate\u0022: 2.66}","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_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859174,"ip":"163.223.9.188","ts":"2026-07-19 10:19:35.000000","proto":"tcp","src_port":56556,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a\u0022, \u0022emulator_response_len\u0022: 40, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.785806484496961, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022c46607aa84d2e673675b43b8a13a13c7\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u000b\ufffd\ufffd\\u001e\ufffd\u003E\ufffd\u039dO\ufffd\\u0000AP\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u000b\ufffd\ufffd\\u001e\ufffd\u003E\ufffd\u039dO\ufffd\\u0000AP\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u000b\ufffd\ufffd\\u001e\ufffd\u003E\ufffd\u039dO\ufffd\\u0000AP\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u000b\ufffd\ufffd\\u001e\ufffd\u003E\ufffd\u039dO\ufffd\\u0000AP\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u000b\ufffd\ufffd\\u001e\ufffd\u003E\ufffd\u039dO\ufffd\\u0000AP\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022544f4e6782c6c23f21e6ded5d818aeef39bb231c\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u000b\ufffd\ufffd\\u001e\ufffd\u003E\ufffd\u039dO\ufffd\\u0000AP\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u000b\ufffd\ufffd\\u001e\ufffd\u003E\ufffd\u039dO\ufffd\\u0000AP\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffdu\ufffd\ufffd\ufffd\u003E\ufffd\u039dO\ufffdAP\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\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 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \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: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u000b\ufffd\ufffd\\u001e\ufffd\u003E\ufffd\u039dO\ufffd\\u0000AP\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u000b\ufffd\ufffd\\u001e\ufffd\u003E\ufffd\u039dO\ufffd\\u0000AP\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffdu\ufffd\ufffd\ufffd\u003E\ufffd\u039dO\ufffdAP\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 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: \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, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022ssh_auth_burst\u0022: true, \u0022ssh_auth_burst_count\u0022: 29, \u0022ssh_auth_burst_rate\u0022: 2.63}","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_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859171,"ip":"163.223.9.188","ts":"2026-07-19 10:19:34.000000","proto":"tcp","src_port":56538,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.78389366807845, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022a93417d4ab61d56a636c28d1c7fe9cef\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd2_x\\u0000\ufffd^\ufffd\ufffd?\ufffd\ufffd;\ufffd m\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd2_x\\u0000\ufffd^\ufffd\ufffd?\ufffd\ufffd;\ufffd m\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd2_x\\u0000\ufffd^\ufffd\ufffd?\ufffd\ufffd;\ufffd m\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd2_x\\u0000\ufffd^\ufffd\ufffd?\ufffd\ufffd;\ufffd m\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd2_x\\u0000\ufffd^\ufffd\ufffd?\ufffd\ufffd;\ufffd m\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022b3f1ba3a0e6e960ca9e2502406eefa5f4cc97ad9\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd2_x\\u0000\ufffd^\ufffd\ufffd?\ufffd\ufffd;\ufffd m\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd2_x\\u0000\ufffd^\ufffd\ufffd?\ufffd\ufffd;\ufffd m\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffd2_x\ufffd^\ufffd\ufffd?\ufffd\ufffd;\ufffd m\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\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 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \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: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd2_x\\u0000\ufffd^\ufffd\ufffd?\ufffd\ufffd;\ufffd m\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd2_x\\u0000\ufffd^\ufffd\ufffd?\ufffd\ufffd;\ufffd m\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffd2_x\ufffd^\ufffd\ufffd?\ufffd\ufffd;\ufffd m\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 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: \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, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022ssh_auth_burst\u0022: true, \u0022ssh_auth_burst_count\u0022: 25, \u0022ssh_auth_burst_rate\u0022: 2.5}","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_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859172,"ip":"163.223.9.188","ts":"2026-07-19 10:19:34.000000","proto":"tcp","src_port":56544,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.773983742825977, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ed1e124e9dbbdeb0e9464b60328f1528\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u00140\\u0014\ufffd\\u0001k\ufffd\\u0014\u02a2\ufffdo\u003C,\ufffd\u003C\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u00140\\u0014\ufffd\\u0001k\ufffd\\u0014\u02a2\ufffdo\u003C,\ufffd\u003C\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u00140\\u0014\ufffd\\u0001k\ufffd\\u0014\u02a2\ufffdo\u003C,\ufffd\u003C\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u00140\\u0014\ufffd\\u0001k\ufffd\\u0014\u02a2\ufffdo\u003C,\ufffd\u003C\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u00140\\u0014\ufffd\\u0001k\ufffd\\u0014\u02a2\ufffdo\u003C,\ufffd\u003C\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00228852a3e0047e50fa68e6e38411525c13df5c0296\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u00140\\u0014\ufffd\\u0001k\ufffd\\u0014\u02a2\ufffdo\u003C,\ufffd\u003C\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u00140\\u0014\ufffd\\u0001k\ufffd\\u0014\u02a2\ufffdo\u003C,\ufffd\u003C\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl0\ufffdk\ufffd\u02a2\ufffdo\u003C,\ufffd\u003C\ufffd\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\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 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \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: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u00140\\u0014\ufffd\\u0001k\ufffd\\u0014\u02a2\ufffdo\u003C,\ufffd\u003C\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u00140\\u0014\ufffd\\u0001k\ufffd\\u0014\u02a2\ufffdo\u003C,\ufffd\u003C\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl0\ufffdk\ufffd\u02a2\ufffdo\u003C,\ufffd\u003C\ufffd\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, 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\u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022428b7d0ece200024193eb2480d9fefe1\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014s\ufffd\u0474^|660|\ufffd\ufffd\ufffdQoy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014s\ufffd\u0474^|660|\ufffd\ufffd\ufffdQoy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014s\ufffd\u0474^|660|\ufffd\ufffd\ufffdQoy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014s\ufffd\u0474^|660|\ufffd\ufffd\ufffdQoy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014s\ufffd\u0474^|660|\ufffd\ufffd\ufffdQoy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00225fc6cfb9b3817ec9b1baa12d0324512de72c0992\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014s\ufffd\u0474^|660|\ufffd\ufffd\ufffdQoy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014s\ufffd\u0474^|660|\ufffd\ufffd\ufffdQoy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014s\ufffd\u0474^|660|\ufffd\ufffd\ufffdQoy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014s\ufffd\u0474^|660|\ufffd\ufffd\ufffdQoy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nls\ufffd\u0474^|660|\ufffd\ufffd\ufffdQoy\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 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: 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\u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859166,"ip":"163.223.9.188","ts":"2026-07-19 10:19:31.000000","proto":"tcp","src_port":57626,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.795018047926035, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00229e371fadbfe0994b6c31ebd8aed4fbb9\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\f\ufffd\ufffd\ufffd\ufffd\\u000f\\u000e{#c9\ufffdq(\ufffd$\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\f\ufffd\ufffd\ufffd\ufffd\\u000f\\u000e{#c9\ufffdq(\ufffd$\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\f\ufffd\ufffd\ufffd\ufffd\\u000f\\u000e{#c9\ufffdq(\ufffd$\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\f\ufffd\ufffd\ufffd\ufffd\\u000f\\u000e{#c9\ufffdq(\ufffd$\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\f\ufffd\ufffd\ufffd\ufffd\\u000f\\u000e{#c9\ufffdq(\ufffd$\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022ea28db07422fe58c21195d77d01a21c0358018cd\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\f\ufffd\ufffd\ufffd\ufffd\\u000f\\u000e{#c9\ufffdq(\ufffd$\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\f\ufffd\ufffd\ufffd\ufffd\\u000f\\u000e{#c9\ufffdq(\ufffd$\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffd\ufffd\ufffd\ufffd{#c9\ufffdq(\ufffd$\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\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 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \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: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\f\ufffd\ufffd\ufffd\ufffd\\u000f\\u000e{#c9\ufffdq(\ufffd$\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\f\ufffd\ufffd\ufffd\ufffd\\u000f\\u000e{#c9\ufffdq(\ufffd$\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffd\ufffd\ufffd\ufffd{#c9\ufffdq(\ufffd$\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 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: \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, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022ssh_auth_burst\u0022: true, \u0022ssh_auth_burst_count\u0022: 19, \u0022ssh_auth_burst_rate\u0022: 2.71}","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_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859163,"ip":"163.223.9.188","ts":"2026-07-19 10:19:30.000000","proto":"tcp","src_port":57608,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a\u0022, \u0022emulator_response_len\u0022: 40, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.796531879299775, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022289da4db9e48729983eb7ddb01d25d74\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdw\ufffd\ufffd\ufffd1\ufffdC\ufffd\ufffdU\ufffdF6+\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdw\ufffd\ufffd\ufffd1\ufffdC\ufffd\ufffdU\ufffdF6+\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdw\ufffd\ufffd\ufffd1\ufffdC\ufffd\ufffdU\ufffdF6+\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdw\ufffd\ufffd\ufffd1\ufffdC\ufffd\ufffdU\ufffdF6+\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdw\ufffd\ufffd\ufffd1\ufffdC\ufffd\ufffdU\ufffdF6+\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00229aadc093cc976d0dc45bdfa6e240165a1e12d2db\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdw\ufffd\ufffd\ufffd1\ufffdC\ufffd\ufffdU\ufffdF6+\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdw\ufffd\ufffd\ufffd1\ufffdC\ufffd\ufffdU\ufffdF6+\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffdw\ufffd\ufffd\ufffd1\ufffdC\ufffd\ufffdU\ufffdF6+\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\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 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \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: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdw\ufffd\ufffd\ufffd1\ufffdC\ufffd\ufffdU\ufffdF6+\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdw\ufffd\ufffd\ufffd1\ufffdC\ufffd\ufffdU\ufffdF6+\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffdw\ufffd\ufffd\ufffd1\ufffdC\ufffd\ufffdU\ufffdF6+\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 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: \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, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022ssh_auth_burst\u0022: true, \u0022ssh_auth_burst_count\u0022: 16, \u0022ssh_auth_burst_rate\u0022: 2.66}","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_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859164,"ip":"163.223.9.188","ts":"2026-07-19 10:19:30.000000","proto":"tcp","src_port":57624,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.796119182396343, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00223fe21ade43e14e28df58479229075120\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdj\ufffdK\ufffd;\ufffd$\\u0003\\u001a\ufffd\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: 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\u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdj\ufffdK\ufffd;\ufffd$\\u0003\\u001a\ufffd\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: 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\u0022ssh_auth_burst_count\u0022: 17, \u0022ssh_auth_burst_rate\u0022: 2.83}","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_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859160,"ip":"163.223.9.188","ts":"2026-07-19 10:19:29.000000","proto":"tcp","src_port":57596,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.800952553426361, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002270e00301fc2ed35d92363503e4e0a7b6\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdd\\u0002 \ufffd:+\u06fc\u003C\ufffd#\ufffd\u053e\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdd\\u0002 \ufffd:+\u06fc\u003C\ufffd#\ufffd\u053e\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdd\\u0002 \ufffd:+\u06fc\u003C\ufffd#\ufffd\u053e\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdd\\u0002 \ufffd:+\u06fc\u003C\ufffd#\ufffd\u053e\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdd\\u0002 \ufffd:+\u06fc\u003C\ufffd#\ufffd\u053e\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022da7297d50010c347f762d2284b37e2a922e3f55b\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdd\\u0002 \ufffd:+\u06fc\u003C\ufffd#\ufffd\u053e\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdd\\u0002 \ufffd:+\u06fc\u003C\ufffd#\ufffd\u053e\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffdd 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50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdd\\u0002 \ufffd:+\u06fc\u003C\ufffd#\ufffd\u053e\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdd\\u0002 \ufffd:+\u06fc\u003C\ufffd#\ufffd\u053e\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffdd \ufffd:+\u06fc\u003C\ufffd#\ufffd\u053e\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 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: \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, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022ssh_auth_burst\u0022: true, \u0022ssh_auth_burst_count\u0022: 13, \u0022ssh_auth_burst_rate\u0022: 2.59}","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_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859158,"ip":"163.223.9.188","ts":"2026-07-19 10:19:28.000000","proto":"tcp","src_port":57576,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a\u0022, \u0022emulator_response_len\u0022: 32, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.782041966035947, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022a20735b841cb8f2fd32f65d1e6fa36c7\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdW5\ufffd\\u000ew\ufffd\ufffd\u046e\ufffd\ufffdc\ufffd-!\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdW5\ufffd\\u000ew\ufffd\ufffd\u046e\ufffd\ufffdc\ufffd-!\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdW5\ufffd\\u000ew\ufffd\ufffd\u046e\ufffd\ufffdc\ufffd-!\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdW5\ufffd\\u000ew\ufffd\ufffd\u046e\ufffd\ufffdc\ufffd-!\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdW5\ufffd\\u000ew\ufffd\ufffd\u046e\ufffd\ufffdc\ufffd-!\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002240b14347e2f21a519625fca8f70a41ee01fa3524\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdW5\ufffd\\u000ew\ufffd\ufffd\u046e\ufffd\ufffdc\ufffd-!\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdW5\ufffd\\u000ew\ufffd\ufffd\u046e\ufffd\ufffdc\ufffd-!\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffdW5\ufffdw\ufffd\ufffd\u046e\ufffd\ufffdc\ufffd-!\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\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 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \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: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdW5\ufffd\\u000ew\ufffd\ufffd\u046e\ufffd\ufffdc\ufffd-!\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdW5\ufffd\\u000ew\ufffd\ufffd\u046e\ufffd\ufffdc\ufffd-!\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffdW5\ufffdw\ufffd\ufffd\u046e\ufffd\ufffdc\ufffd-!\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 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: \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, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022ssh_auth_burst\u0022: true, \u0022ssh_auth_burst_count\u0022: 9, \u0022ssh_auth_burst_rate\u0022: 2.24, \u0022behavior_alert_count\u0022: 2, \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_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859159,"ip":"163.223.9.188","ts":"2026-07-19 10:19:28.000000","proto":"tcp","src_port":57584,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a\u0022, \u0022emulator_response_len\u0022: 32, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.781926620728827, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002259191f7f5267a9f6803f03b3cf5b14c5\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdV\ufffd\\r\\u0014{vi\\u00033\u0026{\ufffd\\u0007\ufffd\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdV\ufffd\\r\\u0014{vi\\u00033\u0026{\ufffd\\u0007\ufffd\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdV\ufffd\\r\\u0014{vi\\u00033\u0026{\ufffd\\u0007\ufffd\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdV\ufffd\\r\\u0014{vi\\u00033\u0026{\ufffd\\u0007\ufffd\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdV\ufffd\\r\\u0014{vi\\u00033\u0026{\ufffd\\u0007\ufffd\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00221b3757939f36a8f11c4c64245e3cbcfb00aeaa8f\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdV\ufffd\\r\\u0014{vi\\u00033\u0026{\ufffd\\u0007\ufffd\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdV\ufffd\\r\\u0014{vi\\u00033\u0026{\ufffd\\u0007\ufffd\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffdV\ufffd\\r{vi3\u0026{\ufffd\ufffd\ufffd\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\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 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \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: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdV\ufffd\\r\\u0014{vi\\u00033\u0026{\ufffd\\u0007\ufffd\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdV\ufffd\\r\\u0014{vi\\u00033\u0026{\ufffd\\u0007\ufffd\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffdV\ufffd\\r{vi3\u0026{\ufffd\ufffd\ufffd\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 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: \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, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022ssh_auth_burst\u0022: true, \u0022ssh_auth_burst_count\u0022: 11, \u0022ssh_auth_burst_rate\u0022: 2.74}","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_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859155,"ip":"163.223.9.188","ts":"2026-07-19 10:19:27.000000","proto":"tcp","src_port":57570,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.78574691239533, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00221ff28f1fb35fbeb13e389abc20ff4446\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u001c\ufffd\\u00021\ufffd\\u0013\\u001a\\n^|\\u001fn_\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u001c\ufffd\\u00021\ufffd\\u0013\\u001a\\n^|\\u001fn_\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u001c\ufffd\\u00021\ufffd\\u0013\\u001a\\n^|\\u001fn_\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u001c\ufffd\\u00021\ufffd\\u0013\\u001a\\n^|\\u001fn_\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u001c\ufffd\\u00021\ufffd\\u0013\\u001a\\n^|\\u001fn_\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022bff1ce51637f19a7b9812badeb1aaacb2f980a48\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u001c\ufffd\\u00021\ufffd\\u0013\\u001a\\n^|\\u001fn_\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u001c\ufffd\\u00021\ufffd\\u0013\\u001a\\n^|\\u001fn_\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffdu\ufffd1\ufffd\\n^|n_\ufffd\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\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 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \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: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u001c\ufffd\\u00021\ufffd\\u0013\\u001a\\n^|\\u001fn_\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffdu\\u001c\ufffd\\u00021\ufffd\\u0013\\u001a\\n^|\\u001fn_\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffdu\ufffd1\ufffd\\n^|n_\ufffd\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 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: \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, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022ssh_auth_burst\u0022: true, \u0022ssh_auth_burst_count\u0022: 8, \u0022ssh_auth_burst_rate\u0022: 2.66, \u0022behavior_alert_count\u0022: 1, \u0022behavior_priority\u0022: 96}","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_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859154,"ip":"163.223.9.188","ts":"2026-07-19 10:19:26.000000","proto":"tcp","src_port":57554,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.790769904954899, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022a229cd0380034987392cd515cefe9dc9\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\/\ufffd\ufffdA~\ufffd\ufffd\ufffd7ws\\u001b\\u0005w=\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\/\ufffd\ufffdA~\ufffd\ufffd\ufffd7ws\\u001b\\u0005w=\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\/\ufffd\ufffdA~\ufffd\ufffd\ufffd7ws\\u001b\\u0005w=\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\/\ufffd\ufffdA~\ufffd\ufffd\ufffd7ws\\u001b\\u0005w=\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\/\ufffd\ufffdA~\ufffd\ufffd\ufffd7ws\\u001b\\u0005w=\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: 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\u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\/\ufffd\ufffdA~\ufffd\ufffd\ufffd7ws\\u001b\\u0005w=\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\/\ufffd\ufffdA~\ufffd\ufffd\ufffd7ws\\u001b\\u0005w=\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\/\ufffd\ufffdA~\ufffd\ufffd\ufffd7wsw=\ufffd\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, 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\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, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\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_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859151,"ip":"163.223.9.188","ts":"2026-07-19 10:19:25.000000","proto":"tcp","src_port":57520,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a\u0022, \u0022emulator_response_len\u0022: 40, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.774338814256953, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY 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\u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00225f1f7df00db8497208ce0177f58a1ec1\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffdN27\ufffd\ufffdd\ufffd\ufffd\ufffd\\u001f@\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffdN27\ufffd\ufffdd\ufffd\ufffd\ufffd\\u001f@\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffdN27\ufffd\ufffdd\ufffd\ufffd\ufffd\\u001f@\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffdN27\ufffd\ufffdd\ufffd\ufffd\ufffd\\u001f@\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffdN27\ufffd\ufffdd\ufffd\ufffd\ufffd\\u001f@\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00227b55f1d985ba7b6084ab915f6ff6d7df59cb0e38\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffdN27\ufffd\ufffdd\ufffd\ufffd\ufffd\\u001f@\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffdN27\ufffd\ufffdd\ufffd\ufffd\ufffd\\u001f@\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffd\ufffdN27\ufffd\ufffdd\ufffd\ufffd\ufffd@\ufffd\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\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 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \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: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffdN27\ufffd\ufffdd\ufffd\ufffd\ufffd\\u001f@\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffdN27\ufffd\ufffdd\ufffd\ufffd\ufffd\\u001f@\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffd\ufffdN27\ufffd\ufffdd\ufffd\ufffd\ufffd@\ufffd\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 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: \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, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\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_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859153,"ip":"163.223.9.188","ts":"2026-07-19 10:19:25.000000","proto":"tcp","src_port":57534,"dst_port":22,"service":"ssh","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: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.783118696101642, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002201b01d5cbd6e4dabc2503a84b7e29cc7\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014+\ufffd\ufffd\ufffdv\\u000b\\\\\ufffdU\ufffd\ufffd\\u0007\ufffd\ufffdF6\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014+\ufffd\ufffd\ufffdv\\u000b\\\\\ufffdU\ufffd\ufffd\\u0007\ufffd\ufffdF6\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014+\ufffd\ufffd\ufffdv\\u000b\\\\\ufffdU\ufffd\ufffd\\u0007\ufffd\ufffdF6\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014+\ufffd\ufffd\ufffdv\\u000b\\\\\ufffdU\ufffd\ufffd\\u0007\ufffd\ufffdF6\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014+\ufffd\ufffd\ufffdv\\u000b\\\\\ufffdU\ufffd\ufffd\\u0007\ufffd\ufffdF6\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00222667e6778d99ec04470e4b8da62851ae2bb69a66\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014+\ufffd\ufffd\ufffdv\\u000b\\\\\ufffdU\ufffd\ufffd\\u0007\ufffd\ufffdF6\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014+\ufffd\ufffd\ufffdv\\u000b\\\\\ufffdU\ufffd\ufffd\\u0007\ufffd\ufffdF6\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl+\ufffd\ufffd\ufffdv\\\\\ufffdU\ufffd\ufffd\ufffd\ufffdF6\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\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 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \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: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014+\ufffd\ufffd\ufffdv\\u000b\\\\\ufffdU\ufffd\ufffd\\u0007\ufffd\ufffdF6\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014+\ufffd\ufffd\ufffdv\\u000b\\\\\ufffdU\ufffd\ufffd\\u0007\ufffd\ufffdF6\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl+\ufffd\ufffd\ufffdv\\\\\ufffdU\ufffd\ufffd\ufffd\ufffdF6\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 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: \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, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\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_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":12859147,"ip":"163.223.9.188","ts":"2026-07-19 10:19:24.000000","proto":"tcp","src_port":57508,"dst_port":22,"service":"ssh","classification":"port_22_tcp","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \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: 4.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \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: \u00222fd70191c11cf3311d4327222cbdc90f08e4fc6b\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 55%\u0022, \u0022confidence\u0022: 0.55, \u0022classification_confidence\u0022: 0.55, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022ssh_probe\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 55.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00224d94c79baddfcb6b1b3c2c5fdc6c79e1\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022253e0824820a41dd714cfbe0c15753d50a2181da\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port 22 tcp \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: 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\u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.775966633555414, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 135918, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 22, \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: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \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: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\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: 137, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0554\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: 25.0, \u0022risk_score\u0022: 50}, \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: \u0022VN\u0022, \u0022asn\u0022: 135918, \u0022org\u0022: \u0022VIET DIGITAL TECHNOLOGY LIABILITY COMPANY\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ac5ab7fd9d1de58353dcf1a4b74bfd38\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffd\\u0016\\u0000dv\ufffda\ufffd\\u0015\ufffd\u0027\ufffd\ufffdy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffd\\u0016\\u0000dv\ufffda\ufffd\\u0015\ufffd\u0027\ufffd\ufffdy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffd\\u0016\\u0000dv\ufffda\ufffd\\u0015\ufffd\u0027\ufffd\ufffdy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffd\\u0016\\u0000dv\ufffda\ufffd\\u0015\ufffd\u0027\ufffd\ufffdy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffd\\u0016\\u0000dv\ufffda\ufffd\\u0015\ufffd\u0027\ufffd\ufffdy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022bbfbfdcfb86fca56de59bf939d68ad617d2d7014\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffd\\u0016\\u0000dv\ufffda\ufffd\\u0015\ufffd\u0027\ufffd\ufffdy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffd\\u0016\\u0000dv\ufffda\ufffd\\u0015\ufffd\u0027\ufffd\ufffdy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffd\ufffddv\ufffda\ufffd\ufffd\u0027\ufffd\ufffdy\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\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 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \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: 25.0, \u0022risk_score\u0022: 50}, \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: 50, \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: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\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: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffd\\u0016\\u0000dv\ufffda\ufffd\\u0015\ufffd\u0027\ufffd\ufffdy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffd\\u0016\\u0000dv\ufffda\ufffd\\u0015\ufffd\u0027\ufffd\ufffdy\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl\ufffd\ufffddv\ufffda\ufffd\ufffd\u0027\ufffd\ufffdy\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 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: \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, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\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_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148}],"total_events":22}