{"ip":"164.90.235.88","exported_at":"2026-07-24T19:10:35+00:00","period_days":7,"metrics":{"events7d":17,"distinct_ports":1,"distinct_classifications":2,"max_severity":6,"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":40,"protocol":36,"novelty":25},"mitre_tactics":["TA0007","TA0001"],"mitre_technique":"T1046","top_mitre_technique":"T1046","top_mitre_count":16,"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":40,"protocol":36,"novelty":25,"risk_score":50},"persona_hostname":"mail.sensor-1.internal","correlation_flags":[],"correlation_flags_labels_fr":[],"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\u0017\ufffd*M\ufffdU\ufffdW\ufffd9\u001f%\ufffdt\ufffdd\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\u0017\ufffd*M\ufffdU\ufffdW\ufffd9\u001f%\ufffdt\ufffdd\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\u0017\ufffd*M\ufffdU\ufffdW\ufffd9\u001f%\ufffdt\ufffdd\u0000\u0000\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,c\u2026 \u00b7 Payload SSH-2.0-Go\r\n\u0000\u0000\u0004l\u0007\u0014\u0017\ufffd*M\ufffdU\ufffdW\ufffd9\u001f%\ufffdt\ufffdd\u0000\u0000\u0000\ufffdmlkem768x25519-sha256,cur\u2026 \u00b7 SSH:22","evidence_snippet":"SSH-2.0-Go\r\nl\ufffd*M\ufffdU\ufffdW\ufffd9%\ufffdt\ufffdd\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*M\ufffdU\ufffdW\ufffd9%\ufffdt\ufffdd\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec"},"events":[{"id":13474341,"ip":"164.90.235.88","ts":"2026-07-24 00:14:47.000000","proto":"tcp","src_port":56166,"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: 4.784813483551305, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002214de211809d2b03815224ff63eff44d2\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\\u0017\ufffd*M\ufffdU\ufffdW\ufffd9\\u001f%\ufffdt\ufffdd\\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\\u0017\ufffd*M\ufffdU\ufffdW\ufffd9\\u001f%\ufffdt\ufffdd\\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\\u0017\ufffd*M\ufffdU\ufffdW\ufffd9\\u001f%\ufffdt\ufffdd\\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\\u0017\ufffd*M\ufffdU\ufffdW\ufffd9\\u001f%\ufffdt\ufffdd\\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\\u0017\ufffd*M\ufffdU\ufffdW\ufffd9\\u001f%\ufffdt\ufffdd\\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: \u00222f647be3f7789d962f50980e1f5308da366dcd6b\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\u0017\ufffd*M\ufffdU\ufffdW\ufffd9\\u001f%\ufffdt\ufffdd\\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\\u0017\ufffd*M\ufffdU\ufffdW\ufffd9\\u001f%\ufffdt\ufffdd\\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*M\ufffdU\ufffdW\ufffd9%\ufffdt\ufffdd\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: 40.0, \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\\u0017\ufffd*M\ufffdU\ufffdW\ufffd9\\u001f%\ufffdt\ufffdd\\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\\u0017\ufffd*M\ufffdU\ufffdW\ufffd9\\u001f%\ufffdt\ufffdd\\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*M\ufffdU\ufffdW\ufffd9%\ufffdt\ufffdd\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], \u0022asn_dc_heuristic\u0022: true, \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_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1148},{"id":13474198,"ip":"164.90.235.88","ts":"2026-07-24 00:12:04.000000","proto":"tcp","src_port":52494,"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: 4.774456179931271, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002273fc224a794cc44d78132e96bb7b6c84\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(sY\ufffdY8\ufffd1\ufffd\\u001b\/Dd\ufffdb\\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(sY\ufffdY8\ufffd1\ufffd\\u001b\/Dd\ufffdb\\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(sY\ufffdY8\ufffd1\ufffd\\u001b\/Dd\ufffdb\\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(sY\ufffdY8\ufffd1\ufffd\\u001b\/Dd\ufffdb\\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(sY\ufffdY8\ufffd1\ufffd\\u001b\/Dd\ufffdb\\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: \u00221ed1f3cb6354eb07d3dcc45d24c804a06bc3f1b6\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014(sY\ufffdY8\ufffd1\ufffd\\u001b\/Dd\ufffdb\\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(sY\ufffdY8\ufffd1\ufffd\\u001b\/Dd\ufffdb\\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(sY\ufffdY8\ufffd1\ufffd\/Dd\ufffdb\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: 40.0, \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(sY\ufffdY8\ufffd1\ufffd\\u001b\/Dd\ufffdb\\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(sY\ufffdY8\ufffd1\ufffd\\u001b\/Dd\ufffdb\\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(sY\ufffdY8\ufffd1\ufffd\/Dd\ufffdb\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], \u0022asn_dc_heuristic\u0022: true}","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":13474080,"ip":"164.90.235.88","ts":"2026-07-24 00:09:16.000000","proto":"tcp","src_port":34452,"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: 4.775457340514216, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022f40345af16e34b7362c00aced4041466\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\\u0014t\\u0000\ufffdz\ufffd\\u0016\u010e\ufffdW\ufffd\ufffdT\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\\u0014t\\u0000\ufffdz\ufffd\\u0016\u010e\ufffdW\ufffd\ufffdT\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\\u0014t\\u0000\ufffdz\ufffd\\u0016\u010e\ufffdW\ufffd\ufffdT\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\\u0014t\\u0000\ufffdz\ufffd\\u0016\u010e\ufffdW\ufffd\ufffdT\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\\u0014t\\u0000\ufffdz\ufffd\\u0016\u010e\ufffdW\ufffd\ufffdT\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: \u0022fe10258f30bee5a286dc76eb4de3fa030eb7bce8\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014t\\u0000\ufffdz\ufffd\\u0016\u010e\ufffdW\ufffd\ufffdT\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\\u0014t\\u0000\ufffdz\ufffd\\u0016\u010e\ufffdW\ufffd\ufffdT\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\\nlt\ufffdz\ufffd\u010e\ufffdW\ufffd\ufffdT\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: 40.0, \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\\u0014t\\u0000\ufffdz\ufffd\\u0016\u010e\ufffdW\ufffd\ufffdT\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\\u0014t\\u0000\ufffdz\ufffd\\u0016\u010e\ufffdW\ufffd\ufffdT\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\\nlt\ufffdz\ufffd\u010e\ufffdW\ufffd\ufffdT\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], \u0022asn_dc_heuristic\u0022: true}","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":13473947,"ip":"164.90.235.88","ts":"2026-07-24 00:06:33.000000","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: \u00225353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a\u0022, \u0022emulator_response_len\u0022: 40, \u0022bytes_in\u0022: 1148, \u0022payload_entropy\u0022: 4.783499134710233, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00222dc4874864ff4f92f140fa82bc3444ac\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\\u000eU\\u000e\u0027\ufffd\ufffd^\ufffd\ufffd\ufffdc\ufffdMs\\u0015\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\\u000eU\\u000e\u0027\ufffd\ufffd^\ufffd\ufffd\ufffdc\ufffdMs\\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\\u000eU\\u000e\u0027\ufffd\ufffd^\ufffd\ufffd\ufffdc\ufffdMs\\u0015\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\\u000eU\\u000e\u0027\ufffd\ufffd^\ufffd\ufffd\ufffdc\ufffdMs\\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\\u000eU\\u000e\u0027\ufffd\ufffd^\ufffd\ufffd\ufffdc\ufffdMs\\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: \u00227fff28ca26a0c75b0fd4b42a718376267e4b3297\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\u000eU\\u000e\u0027\ufffd\ufffd^\ufffd\ufffd\ufffdc\ufffdMs\\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\\u000eU\\u000e\u0027\ufffd\ufffd^\ufffd\ufffd\ufffdc\ufffdMs\\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\\nlU\u0027\ufffd\ufffd^\ufffd\ufffd\ufffdc\ufffdMs\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: 40.0, \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\\u000eU\\u000e\u0027\ufffd\ufffd^\ufffd\ufffd\ufffdc\ufffdMs\\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\\u000eU\\u000e\u0027\ufffd\ufffd^\ufffd\ufffd\ufffdc\ufffdMs\\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}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nlU\u0027\ufffd\ufffd^\ufffd\ufffd\ufffdc\ufffdMs\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], \u0022asn_dc_heuristic\u0022: true}","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":13473712,"ip":"164.90.235.88","ts":"2026-07-24 00:03:47.000000","proto":"tcp","src_port":37088,"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: 4.784083687643987, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022815f22d5a26e05f3710094f532514e4f\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\ufffd4\ufffdg\ufffd \ufffd`\ufffd!\ufffdA\ufffd2t\\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\ufffd4\ufffdg\ufffd \ufffd`\ufffd!\ufffdA\ufffd2t\\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\ufffd4\ufffdg\ufffd \ufffd`\ufffd!\ufffdA\ufffd2t\\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\ufffd4\ufffdg\ufffd \ufffd`\ufffd!\ufffdA\ufffd2t\\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\ufffd4\ufffdg\ufffd \ufffd`\ufffd!\ufffdA\ufffd2t\\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: \u002294f3e1cc4599d29bc4b9e6b9302edae324591356\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd4\ufffdg\ufffd \ufffd`\ufffd!\ufffdA\ufffd2t\\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\ufffd4\ufffdg\ufffd \ufffd`\ufffd!\ufffdA\ufffd2t\\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\ufffd4\ufffdg\ufffd \ufffd`\ufffd!\ufffdA\ufffd2t\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: 40.0, \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\ufffd4\ufffdg\ufffd \ufffd`\ufffd!\ufffdA\ufffd2t\\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\ufffd4\ufffdg\ufffd \ufffd`\ufffd!\ufffdA\ufffd2t\\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\ufffd4\ufffdg\ufffd \ufffd`\ufffd!\ufffdA\ufffd2t\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], \u0022asn_dc_heuristic\u0022: true}","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":13473569,"ip":"164.90.235.88","ts":"2026-07-24 00:01:15.000000","proto":"tcp","src_port":42854,"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: 4.791198095901467, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ef958bab36a8a73d2d340ca610d4fb49\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\\u0007{\\u0019\\u0006\ufffd\ufffd\\u001c\ufffd\ufffd\\u0018]\\u0016\ufffdO\\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\\u0007{\\u0019\\u0006\ufffd\ufffd\\u001c\ufffd\ufffd\\u0018]\\u0016\ufffdO\\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\\u0007{\\u0019\\u0006\ufffd\ufffd\\u001c\ufffd\ufffd\\u0018]\\u0016\ufffdO\\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\\u0007{\\u0019\\u0006\ufffd\ufffd\\u001c\ufffd\ufffd\\u0018]\\u0016\ufffdO\\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\\u0007{\\u0019\\u0006\ufffd\ufffd\\u001c\ufffd\ufffd\\u0018]\\u0016\ufffdO\\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: \u0022f23747da7a06e9de03a6bf7e9bf73f0b162c54c9\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\\u0007{\\u0019\\u0006\ufffd\ufffd\\u001c\ufffd\ufffd\\u0018]\\u0016\ufffdO\\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\\u0007{\\u0019\\u0006\ufffd\ufffd\\u001c\ufffd\ufffd\\u0018]\\u0016\ufffdO\\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\ufffd]\ufffdO\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: 40.0, \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\\u0007{\\u0019\\u0006\ufffd\ufffd\\u001c\ufffd\ufffd\\u0018]\\u0016\ufffdO\\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\\u0007{\\u0019\\u0006\ufffd\ufffd\\u001c\ufffd\ufffd\\u0018]\\u0016\ufffdO\\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\ufffd]\ufffdO\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], \u0022asn_dc_heuristic\u0022: true}","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":13473451,"ip":"164.90.235.88","ts":"2026-07-23 23:58:38.000000","proto":"tcp","src_port":58900,"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: 4.798135771993769, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022bb1673e152eb4f7de76dfbcdf4dc1b08\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\\fw2\ufffdx\ufffdq\ufffd\ufffd\ufffd\\u000e\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[\ufffd\\fw2\ufffdx\ufffdq\ufffd\ufffd\ufffd\\u000e\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[\ufffd\\fw2\ufffdx\ufffdq\ufffd\ufffd\ufffd\\u000e\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[\ufffd\\fw2\ufffdx\ufffdq\ufffd\ufffd\ufffd\\u000e\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[\ufffd\\fw2\ufffdx\ufffdq\ufffd\ufffd\ufffd\\u000e\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: \u0022737bf3c06b19cd7d2f480ff780fe81bc0a2d21d8\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014[\ufffd\\fw2\ufffdx\ufffdq\ufffd\ufffd\ufffd\\u000e\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[\ufffd\\fw2\ufffdx\ufffdq\ufffd\ufffd\ufffd\\u000e\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[\ufffdw2\ufffdx\ufffdq\ufffd\ufffd\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: 40.0, \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\\fw2\ufffdx\ufffdq\ufffd\ufffd\ufffd\\u000e\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[\ufffd\\fw2\ufffdx\ufffdq\ufffd\ufffd\ufffd\\u000e\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[\ufffdw2\ufffdx\ufffdq\ufffd\ufffd\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_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","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":13473307,"ip":"164.90.235.88","ts":"2026-07-23 23:56:02.000000","proto":"tcp","src_port":43104,"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: 4.780358766960218, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002211d93011108a2c6ccd261befc2e0cd38\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\\u000e-\ufffd0\ufffd\\n\ufffd\ufffd\ufffdYS\ufffd\ufffdF\ufffdI\\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\\u000e-\ufffd0\ufffd\\n\ufffd\ufffd\ufffdYS\ufffd\ufffdF\ufffdI\\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\\u000e-\ufffd0\ufffd\\n\ufffd\ufffd\ufffdYS\ufffd\ufffdF\ufffdI\\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\\u000e-\ufffd0\ufffd\\n\ufffd\ufffd\ufffdYS\ufffd\ufffdF\ufffdI\\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\\u000e-\ufffd0\ufffd\\n\ufffd\ufffd\ufffdYS\ufffd\ufffdF\ufffdI\\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: \u002282db06924bd0c1cfcde71705815d69fa4d804563\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\u000e-\ufffd0\ufffd\\n\ufffd\ufffd\ufffdYS\ufffd\ufffdF\ufffdI\\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\\u000e-\ufffd0\ufffd\\n\ufffd\ufffd\ufffdYS\ufffd\ufffdF\ufffdI\\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-\ufffd0\ufffd\\n\ufffd\ufffd\ufffdYS\ufffd\ufffdF\ufffdI\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: 40.0, \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\\u000e-\ufffd0\ufffd\\n\ufffd\ufffd\ufffdYS\ufffd\ufffdF\ufffdI\\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\\u000e-\ufffd0\ufffd\\n\ufffd\ufffd\ufffdYS\ufffd\ufffdF\ufffdI\\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-\ufffd0\ufffd\\n\ufffd\ufffd\ufffdYS\ufffd\ufffdF\ufffdI\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], \u0022asn_dc_heuristic\u0022: true}","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":13473167,"ip":"164.90.235.88","ts":"2026-07-23 23:53:19.000000","proto":"tcp","src_port":33660,"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: 4.7714264342606345, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022bb0b8724e29f3514553e453f9862c67a\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\\u0004\ufffd7\\u0010\ufffd\ufffd:\u0459aTl\ufffd\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\ufffd\\u0004\ufffd7\\u0010\ufffd\ufffd:\u0459aTl\ufffd\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\ufffd\\u0004\ufffd7\\u0010\ufffd\ufffd:\u0459aTl\ufffd\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\ufffd\\u0004\ufffd7\\u0010\ufffd\ufffd:\u0459aTl\ufffd\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\ufffd\\u0004\ufffd7\\u0010\ufffd\ufffd:\u0459aTl\ufffd\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: \u00229ecfad4ccb085b9ede394c5e8088bb6d026d0765\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\\u0004\ufffd7\\u0010\ufffd\ufffd:\u0459aTl\ufffd\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\ufffd\\u0004\ufffd7\\u0010\ufffd\ufffd:\u0459aTl\ufffd\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\ufffd\ufffd7\ufffd\ufffd:\u0459aTl\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: 40.0, \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\\u0004\ufffd7\\u0010\ufffd\ufffd:\u0459aTl\ufffd\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\ufffd\\u0004\ufffd7\\u0010\ufffd\ufffd:\u0459aTl\ufffd\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\ufffd\ufffd7\ufffd\ufffd:\u0459aTl\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], \u0022asn_dc_heuristic\u0022: true}","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":13472999,"ip":"164.90.235.88","ts":"2026-07-23 23:50:35.000000","proto":"tcp","src_port":60672,"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: 4.793393452501927, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002252e7a6acc93947cf5a26cd943106e5da\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\ufffd\ufffd\\f\ufffd\\\\F\ufffd\ufffdM\ufffd\u0185}\\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\ufffd\ufffd\\f\ufffd\\\\F\ufffd\ufffdM\ufffd\u0185}\\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\ufffd\ufffd\\f\ufffd\\\\F\ufffd\ufffdM\ufffd\u0185}\\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\ufffd\ufffd\\f\ufffd\\\\F\ufffd\ufffdM\ufffd\u0185}\\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\ufffd\ufffd\\f\ufffd\\\\F\ufffd\ufffdM\ufffd\u0185}\\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: \u0022266259c205f278fa57008811d82e27e57ba838c7\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd\ufffd\ufffd\ufffd\\f\ufffd\\\\F\ufffd\ufffdM\ufffd\u0185}\\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\ufffd\ufffd\\f\ufffd\\\\F\ufffd\ufffdM\ufffd\u0185}\\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\ufffd\\\\F\ufffd\ufffdM\ufffd\u0185}\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: 40.0, \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\ufffd\ufffd\\f\ufffd\\\\F\ufffd\ufffdM\ufffd\u0185}\\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\ufffd\ufffd\\f\ufffd\\\\F\ufffd\ufffdM\ufffd\u0185}\\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\ufffd\\\\F\ufffd\ufffdM\ufffd\u0185}\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], \u0022asn_dc_heuristic\u0022: true}","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":13472774,"ip":"164.90.235.88","ts":"2026-07-23 23:47:59.000000","proto":"tcp","src_port":37834,"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: 4.8033102930866205, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ffee4244ad27a10bca71de043a4d6a71\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$?\ufffd\u0026\ufffd\u02809\ufffd\/\ua3c4YPA\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014$?\ufffd\u0026\ufffd\u02809\ufffd\/\ua3c4YPA\\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$?\ufffd\u0026\ufffd\u02809\ufffd\/\ua3c4YPA\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014$?\ufffd\u0026\ufffd\u02809\ufffd\/\ua3c4YPA\\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$?\ufffd\u0026\ufffd\u02809\ufffd\/\ua3c4YPA\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00228c658bfe507563fdfcd9f10c4aec946b4da49c11\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014$?\ufffd\u0026\ufffd\u02809\ufffd\/\ua3c4YPA\\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$?\ufffd\u0026\ufffd\u02809\ufffd\/\ua3c4YPA\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl$?\ufffd\u0026\ufffd\u02809\ufffd\/\ua3c4YPA\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: 40.0, \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$?\ufffd\u0026\ufffd\u02809\ufffd\/\ua3c4YPA\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014$?\ufffd\u0026\ufffd\u02809\ufffd\/\ua3c4YPA\\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\u0026\ufffd\u02809\ufffd\/\ua3c4YPA\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], \u0022asn_dc_heuristic\u0022: true}","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":13472572,"ip":"164.90.235.88","ts":"2026-07-23 23:45:21.000000","proto":"tcp","src_port":33752,"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: 4.7742634764648795, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022c7e4598b84f50bf8a70231266a4f0cbc\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\\u0014K,\ufffd\ufffd-\ufffdIa\ufffd\\u0011`\ufffd\ufffdu\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\\u0014K,\ufffd\ufffd-\ufffdIa\ufffd\\u0011`\ufffd\ufffdu\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\\u0014K,\ufffd\ufffd-\ufffdIa\ufffd\\u0011`\ufffd\ufffdu\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\\u0014K,\ufffd\ufffd-\ufffdIa\ufffd\\u0011`\ufffd\ufffdu\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\\u0014K,\ufffd\ufffd-\ufffdIa\ufffd\\u0011`\ufffd\ufffdu\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: \u002251e4294b98c07d5dec2069becc21479c9dcda8b2\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014K,\ufffd\ufffd-\ufffdIa\ufffd\\u0011`\ufffd\ufffdu\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\\u0014K,\ufffd\ufffd-\ufffdIa\ufffd\\u0011`\ufffd\ufffdu\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\\nlK,\ufffd\ufffd-\ufffdIa\ufffd`\ufffd\ufffdu\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: 40.0, \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\\u0014K,\ufffd\ufffd-\ufffdIa\ufffd\\u0011`\ufffd\ufffdu\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\\u0014K,\ufffd\ufffd-\ufffdIa\ufffd\\u0011`\ufffd\ufffdu\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\\nlK,\ufffd\ufffd-\ufffdIa\ufffd`\ufffd\ufffdu\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], \u0022asn_dc_heuristic\u0022: true}","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":13472375,"ip":"164.90.235.88","ts":"2026-07-23 23:42:53.000000","proto":"tcp","src_port":59982,"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: 4.789803308046725, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022fdbf3926e139ba75500a1d99b67f579b\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\\r\ufffd\u058f\\u000e\u0728\ufffdx\u55ee\u003E\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\\r\ufffd\u058f\\u000e\u0728\ufffdx\u55ee\u003E\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\\r\ufffd\u058f\\u000e\u0728\ufffdx\u55ee\u003E\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\\r\ufffd\u058f\\u000e\u0728\ufffdx\u55ee\u003E\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\\r\ufffd\u058f\\u000e\u0728\ufffdx\u55ee\u003E\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: \u00224e7bc60f205268c2e756d8236d444c0f80c5edb8\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\r\ufffd\u058f\\u000e\u0728\ufffdx\u55ee\u003E\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\\r\ufffd\u058f\\u000e\u0728\ufffdx\u55ee\u003E\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\\r\ufffd\u058f\u0728\ufffdx\u55ee\u003E\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: 40.0, \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\\r\ufffd\u058f\\u000e\u0728\ufffdx\u55ee\u003E\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\\r\ufffd\u058f\\u000e\u0728\ufffdx\u55ee\u003E\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\\r\ufffd\u058f\u0728\ufffdx\u55ee\u003E\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], \u0022asn_dc_heuristic\u0022: true}","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":13472234,"ip":"164.90.235.88","ts":"2026-07-23 23:40:17.000000","proto":"tcp","src_port":56770,"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: 4.77551101003782, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022d943449f5c2937f86895b6b6e67c4d08\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\\u000bt\ufffd\ufffdSK%\ufffd\ufffd\\u0019iF\ufffdng\\u001e\\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\\u000bt\ufffd\ufffdSK%\ufffd\ufffd\\u0019iF\ufffdng\\u001e\\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\\u000bt\ufffd\ufffdSK%\ufffd\ufffd\\u0019iF\ufffdng\\u001e\\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\\u000bt\ufffd\ufffdSK%\ufffd\ufffd\\u0019iF\ufffdng\\u001e\\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\\u000bt\ufffd\ufffdSK%\ufffd\ufffd\\u0019iF\ufffdng\\u001e\\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: \u002287fe613b2a7bf946502a129322909a0f791480ad\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\\u000bt\ufffd\ufffdSK%\ufffd\ufffd\\u0019iF\ufffdng\\u001e\\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\\u000bt\ufffd\ufffdSK%\ufffd\ufffd\\u0019iF\ufffdng\\u001e\\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\\nlt\ufffd\ufffdSK%\ufffd\ufffdiF\ufffdng\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: 40.0, \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\\u000bt\ufffd\ufffdSK%\ufffd\ufffd\\u0019iF\ufffdng\\u001e\\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\\u000bt\ufffd\ufffdSK%\ufffd\ufffd\\u0019iF\ufffdng\\u001e\\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\\nlt\ufffd\ufffdSK%\ufffd\ufffdiF\ufffdng\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], \u0022asn_dc_heuristic\u0022: true}","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":13472025,"ip":"164.90.235.88","ts":"2026-07-23 23:37:39.000000","proto":"tcp","src_port":60352,"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: 4.795700186336747, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00227c700d2970babeb25350e5edde666e81\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`[qBN\ufffd\ufffdMk1\ufffd7\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`[qBN\ufffd\ufffdMk1\ufffd7\ufffd=$\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014`[qBN\ufffd\ufffdMk1\ufffd7\ufffd=$\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`[qBN\ufffd\ufffdMk1\ufffd7\ufffd=$\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group14-sha256,diffie-hellman-group14-sha1,ext-info-c,kex-strict-c-v00@openss\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014`[qBN\ufffd\ufffdMk1\ufffd7\ufffd=$\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: \u00223eeb298c39856148bbfc0ba365caff605782f5b6\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014`[qBN\ufffd\ufffdMk1\ufffd7\ufffd=$\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014`[qBN\ufffd\ufffdMk1\ufffd7\ufffd=$\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`[qBN\ufffd\ufffdMk1\ufffd7\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: 40.0, \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`[qBN\ufffd\ufffdMk1\ufffd7\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`[qBN\ufffd\ufffdMk1\ufffd7\ufffd=$\ufffd\\u0000\\u0000\\u0000\ufffdmlkem768x25519-sha256,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-Go\\r\\nl`[qBN\ufffd\ufffdMk1\ufffd7\ufffd=$\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], \u0022asn_dc_heuristic\u0022: true}","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":13471927,"ip":"164.90.235.88","ts":"2026-07-23 23:35:19.000000","proto":"tcp","src_port":40682,"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: 4.788257150151249, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002243a3fe3c185e056dd50a4bc8c22e0ef4\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:r\ufffdE\\u0012v\ufffd\ufffd\ufffd\ufffdl\u0027\ufffd\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\ufffd:r\ufffdE\\u0012v\ufffd\ufffd\ufffd\ufffdl\u0027\ufffd\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\ufffd:r\ufffdE\\u0012v\ufffd\ufffd\ufffd\ufffdl\u0027\ufffd\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\ufffd:r\ufffdE\\u0012v\ufffd\ufffd\ufffd\ufffdl\u0027\ufffd\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\ufffd:r\ufffdE\\u0012v\ufffd\ufffd\ufffd\ufffdl\u0027\ufffd\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: \u0022ae5ee6d01da53fe6979791bd358a7368d33be052\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-Go\\r\\n\\u0000\\u0000\\u0004l\\u0007\\u0014\ufffd:r\ufffdE\\u0012v\ufffd\ufffd\ufffd\ufffdl\u0027\ufffd\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\ufffd:r\ufffdE\\u0012v\ufffd\ufffd\ufffd\ufffdl\u0027\ufffd\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\ufffd:r\ufffdEv\ufffd\ufffd\ufffd\ufffdl\u0027\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: 40.0, \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:r\ufffdE\\u0012v\ufffd\ufffd\ufffd\ufffdl\u0027\ufffd\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\ufffd:r\ufffdE\\u0012v\ufffd\ufffd\ufffd\ufffdl\u0027\ufffd\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\ufffd:r\ufffdEv\ufffd\ufffd\ufffd\ufffdl\u0027\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], \u0022asn_dc_heuristic\u0022: true}","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":13471723,"ip":"164.90.235.88","ts":"2026-07-23 23:32:22.000000","proto":"tcp","src_port":60906,"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: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 14061, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022is_datacenter\u0022: true, \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: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 55%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 55%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 55, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \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: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\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: {\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, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 55 % \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, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner_grab\u0022, \u0022ssh_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","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_grab\u0022, \u0022ssh_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":0}],"total_events":17}