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\u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003B\u6980\ufffd\ufffd(\ufffdL\u0155a\ufffd\\u0017\ufffd\u01cc\u0026\ufffd2\ufffdG\\n}7w\\u001d\ufffd|\ufffd\u0027G \/d\ufffd^gLz\ufffd\ufffd\ufffd\ufffdZ\u0027p}VA\ufffd]\ufffde\ufffd@\ufffd\ufffd\ufffd\ufffd4\\u000b\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003B\u6980\ufffd\ufffd(\ufffdL\u0155a\ufffd\\u0017\ufffd\u01cc\u0026\ufffd2\ufffdG\\n}7w\\u001d\ufffd|\ufffd\u0027G \/d\ufffd^gLz\ufffd\ufffd\ufffd\ufffdZ\u0027p}VA\ufffd]\ufffde\ufffd@\ufffd\ufffd\ufffd\ufffd4\\u000b\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003B\u6980\ufffd\ufffd(\ufffdL\u0155a\ufffd\\u0017\ufffd\u01cc\u0026\ufffd2\ufffdG\\n}7w\\u001d\ufffd|\ufffd\u0027G \/d\ufffd^gLz\ufffd\ufffd\ufffd\ufffdZ\u0027p}VA\ufffd]\ufffde\ufffd@\ufffd\ufffd\ufffd\ufffd4\\u000b\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022c17c6f04e268fe87c13f51f3dc412ff52e9311bb\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003B\u6980\ufffd\ufffd(\ufffdL\u0155a\ufffd\\u0017\ufffd\u01cc\u0026\ufffd2\ufffdG\\n}7w\\u001d\ufffd|\ufffd\u0027G \/d\ufffd^gLz\ufffd\ufffd\ufffd\ufffdZ\u0027p}VA\ufffd]\ufffde\ufffd@\ufffd\ufffd\ufffd\ufffd4\\u000b\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffdB\u6980\ufffd\ufffd(\ufffdL\u0155a\ufffd\ufffd\u01cc\u0026\ufffd2\ufffdG\\n}7w\ufffd|\ufffd\u0027G \/d\ufffd^gLz\ufffd\ufffd\ufffd\ufffdZ\u0027p}VA\ufffd]\ufffde\ufffd@\ufffd\ufffd\ufffd\ufffd4\ufffd\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003B\u6980\ufffd\ufffd(\ufffdL\u0155a\ufffd\\u0017\ufffd\u01cc\u0026\ufffd2\ufffdG\\n}7w\\u001d\ufffd|\ufffd\u0027G \/d\ufffd^gLz\ufffd\ufffd\ufffd\ufffdZ\u0027p}VA\ufffd]\ufffde\ufffd@\ufffd\ufffd\ufffd\ufffd4\\u000b\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffdB\u6980\ufffd\ufffd(\ufffdL\u0155a\ufffd\ufffd\u01cc\u0026\ufffd2\ufffdG\\n}7w\ufffd|\ufffd\u0027G \/d\ufffd^gLz\ufffd\ufffd\ufffd\ufffdZ\u0027p}VA\ufffd]\ufffde\ufffd@\ufffd\ufffd\ufffd\ufffd4\ufffd\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738557,"ip":"161.35.66.89","ts":"2026-10-22 19:35:44.000000","proto":"tcp","src_port":26169,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.876776525786294, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u00220982bc98a0fb1a40027991aab58fa1dd\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdk\\u0011\ufffdm\\u0000\ufffdY\ufffd6\\n\ufffd@`\ufffdf\ufffd\ufffd\ufffdC\ufffd\ufffdD\ufffdG\\u000f\ufffdf\u003C\\u0011\ufffd \ufffdg\ufffd\ufffdg?\ufffd\ufffdh\ufffd|,T\ufffd\ufffdC\ufffd\ufffd\u064d4\ufffd\ufffd\ufffdc\uae42_[\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdk\\u0011\ufffdm\\u0000\ufffdY\ufffd6\\n\ufffd@`\ufffdf\ufffd\ufffd\ufffdC\ufffd\ufffdD\ufffdG\\u000f\ufffdf\u003C\\u0011\ufffd \ufffdg\ufffd\ufffdg?\ufffd\ufffdh\ufffd|,T\ufffd\ufffdC\ufffd\ufffd\u064d4\ufffd\ufffd\ufffdc\uae42_[\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdk\\u0011\ufffdm\\u0000\ufffdY\ufffd6\\n\ufffd@`\ufffdf\ufffd\ufffd\ufffdC\ufffd\ufffdD\ufffdG\\u000f\ufffdf\u003C\\u0011\ufffd \ufffdg\ufffd\ufffdg?\ufffd\ufffdh\ufffd|,T\ufffd\ufffdC\ufffd\ufffd\u064d4\ufffd\ufffd\ufffdc\uae42_[\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdk\\u0011\ufffdm\\u0000\ufffdY\ufffd6\\n\ufffd@`\ufffdf\ufffd\ufffd\ufffdC\ufffd\ufffdD\ufffdG\\u000f\ufffdf\u003C\\u0011\ufffd \ufffdg\ufffd\ufffdg?\ufffd\ufffdh\ufffd|,T\ufffd\ufffdC\ufffd\ufffd\u064d4\ufffd\ufffd\ufffdc\uae42_[\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdk\\u0011\ufffdm\\u0000\ufffdY\ufffd6\\n\ufffd@`\ufffdf\ufffd\ufffd\ufffdC\ufffd\ufffdD\ufffdG\\u000f\ufffdf\u003C\\u0011\ufffd \ufffdg\ufffd\ufffdg?\ufffd\ufffdh\ufffd|,T\ufffd\ufffdC\ufffd\ufffd\u064d4\ufffd\ufffd\ufffdc\uae42_[\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022e7d9e150c0c6ae6e6c6fa0480d947869ea122935\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdk\\u0011\ufffdm\\u0000\ufffdY\ufffd6\\n\ufffd@`\ufffdf\ufffd\ufffd\ufffdC\ufffd\ufffdD\ufffdG\\u000f\ufffdf\u003C\\u0011\ufffd \ufffdg\ufffd\ufffdg?\ufffd\ufffdh\ufffd|,T\ufffd\ufffdC\ufffd\ufffd\u064d4\ufffd\ufffd\ufffdc\uae42_[\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffdk\ufffdm\ufffdY\ufffd6\\n\ufffd@`\ufffdf\ufffd\ufffd\ufffdC\ufffd\ufffdD\ufffdG\ufffdf\u003C\ufffd \ufffdg\ufffd\ufffdg?\ufffd\ufffdh\ufffd|,T\ufffd\ufffdC\ufffd\ufffd\u064d4\ufffd\ufffd\ufffdc\uae42_[\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdk\\u0011\ufffdm\\u0000\ufffdY\ufffd6\\n\ufffd@`\ufffdf\ufffd\ufffd\ufffdC\ufffd\ufffdD\ufffdG\\u000f\ufffdf\u003C\\u0011\ufffd \ufffdg\ufffd\ufffdg?\ufffd\ufffdh\ufffd|,T\ufffd\ufffdC\ufffd\ufffd\u064d4\ufffd\ufffd\ufffdc\uae42_[\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffdk\ufffdm\ufffdY\ufffd6\\n\ufffd@`\ufffdf\ufffd\ufffd\ufffdC\ufffd\ufffdD\ufffdG\ufffdf\u003C\ufffd \ufffdg\ufffd\ufffdg?\ufffd\ufffdh\ufffd|,T\ufffd\ufffdC\ufffd\ufffd\u064d4\ufffd\ufffd\ufffdc\uae42_[\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738553,"ip":"161.35.66.89","ts":"2026-10-22 19:35:44.000000","proto":"tcp","src_port":7929,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.848938852221958, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u002284ac471788bfca5f9872aaff40980f8c\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd`G!\ufffd\\u0015\\u0005\ufffdL\\u000b\\\\\ufffd\ufffd\ufffd\\u0006\\u0001\\u001c\ufffd\ufffd\ufffdk\ufffd\ufffd\ufffd(\ufffd\ufffd1\ufffd \ufffd\ufffd\ufffd\u96c1\ufffd7\ufffd\\u0004\u003CT\ufffd\ufffd8j\ufffd\ufffd\ufffdMjjT\ufffdN\ufffd.\u04e3H\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd`G!\ufffd\\u0015\\u0005\ufffdL\\u000b\\\\\ufffd\ufffd\ufffd\\u0006\\u0001\\u001c\ufffd\ufffd\ufffdk\ufffd\ufffd\ufffd(\ufffd\ufffd1\ufffd \ufffd\ufffd\ufffd\u96c1\ufffd7\ufffd\\u0004\u003CT\ufffd\ufffd8j\ufffd\ufffd\ufffdMjjT\ufffdN\ufffd.\u04e3H\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd`G!\ufffd\\u0015\\u0005\ufffdL\\u000b\\\\\ufffd\ufffd\ufffd\\u0006\\u0001\\u001c\ufffd\ufffd\ufffdk\ufffd\ufffd\ufffd(\ufffd\ufffd1\ufffd \ufffd\ufffd\ufffd\u96c1\ufffd7\ufffd\\u0004\u003CT\ufffd\ufffd8j\ufffd\ufffd\ufffdMjjT\ufffdN\ufffd.\u04e3H\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022064ba98d0e55e8d476e113ee69e21e07dd9c125a\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd`G!\ufffd\\u0015\\u0005\ufffdL\\u000b\\\\\ufffd\ufffd\ufffd\\u0006\\u0001\\u001c\ufffd\ufffd\ufffdk\ufffd\ufffd\ufffd(\ufffd\ufffd1\ufffd \ufffd\ufffd\ufffd\u96c1\ufffd7\ufffd\\u0004\u003CT\ufffd\ufffd8j\ufffd\ufffd\ufffdMjjT\ufffdN\ufffd.\u04e3H\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd`G!\ufffd\ufffdL\\\\\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdk\ufffd\ufffd\ufffd(\ufffd\ufffd1\ufffd \ufffd\ufffd\ufffd\u96c1\ufffd7\ufffd\u003CT\ufffd\ufffd8j\ufffd\ufffd\ufffdMjjT\ufffdN\ufffd.\u04e3H\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd`G!\ufffd\\u0015\\u0005\ufffdL\\u000b\\\\\ufffd\ufffd\ufffd\\u0006\\u0001\\u001c\ufffd\ufffd\ufffdk\ufffd\ufffd\ufffd(\ufffd\ufffd1\ufffd \ufffd\ufffd\ufffd\u96c1\ufffd7\ufffd\\u0004\u003CT\ufffd\ufffd8j\ufffd\ufffd\ufffdMjjT\ufffdN\ufffd.\u04e3H\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd`G!\ufffd\ufffdL\\\\\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdk\ufffd\ufffd\ufffd(\ufffd\ufffd1\ufffd \ufffd\ufffd\ufffd\u96c1\ufffd7\ufffd\u003CT\ufffd\ufffd8j\ufffd\ufffd\ufffdMjjT\ufffdN\ufffd.\u04e3H\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738552,"ip":"161.35.66.89","ts":"2026-10-22 19:35:44.000000","proto":"tcp","src_port":32193,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.853108155127819, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u00224be5e98a23caa476dff4c8192f07fbf4\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd)v\ufffdt\ufffd\\f\\u0014\ufffd\ufffd\ufffd?\ufffdF?Vc\ufffd\ufffd\ufffd$\ufffd\\u0005\ufffd\ufffd1\\u0004GJ 9\u0027\\\\\ufffd\u0505\\u0003\ufffd\ufffd\ufffd\ufffd\ufffd\\u0012\ufffd\\u0013D\ufffd+Y\ufffdBkQ{8\ufffd[\\u0003C\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd)v\ufffdt\ufffd\\f\\u0014\ufffd\ufffd\ufffd?\ufffdF?Vc\ufffd\ufffd\ufffd$\ufffd\\u0005\ufffd\ufffd1\\u0004GJ 9\u0027\\\\\ufffd\u0505\\u0003\ufffd\ufffd\ufffd\ufffd\ufffd\\u0012\ufffd\\u0013D\ufffd+Y\ufffdBkQ{8\ufffd[\\u0003C\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd)v\ufffdt\ufffd\\f\\u0014\ufffd\ufffd\ufffd?\ufffdF?Vc\ufffd\ufffd\ufffd$\ufffd\\u0005\ufffd\ufffd1\\u0004GJ 9\u0027\\\\\ufffd\u0505\\u0003\ufffd\ufffd\ufffd\ufffd\ufffd\\u0012\ufffd\\u0013D\ufffd+Y\ufffdBkQ{8\ufffd[\\u0003C\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00225fd1797ad159fd955b3ccdf21469bd186a92fbda\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd)v\ufffdt\ufffd\\f\\u0014\ufffd\ufffd\ufffd?\ufffdF?Vc\ufffd\ufffd\ufffd$\ufffd\\u0005\ufffd\ufffd1\\u0004GJ 9\u0027\\\\\ufffd\u0505\\u0003\ufffd\ufffd\ufffd\ufffd\ufffd\\u0012\ufffd\\u0013D\ufffd+Y\ufffdBkQ{8\ufffd[\\u0003C\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\ufffd\ufffd)v\ufffdt\ufffd\ufffd\ufffd\ufffd?\ufffdF?Vc\ufffd\ufffd\ufffd$\ufffd\ufffd\ufffd1GJ 9\u0027\\\\\ufffd\u0505\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdD\ufffd+Y\ufffdBkQ{8\ufffd[C\ufffd\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd)v\ufffdt\ufffd\\f\\u0014\ufffd\ufffd\ufffd?\ufffdF?Vc\ufffd\ufffd\ufffd$\ufffd\\u0005\ufffd\ufffd1\\u0004GJ 9\u0027\\\\\ufffd\u0505\\u0003\ufffd\ufffd\ufffd\ufffd\ufffd\\u0012\ufffd\\u0013D\ufffd+Y\ufffdBkQ{8\ufffd[\\u0003C\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\ufffd\ufffd)v\ufffdt\ufffd\ufffd\ufffd\ufffd?\ufffdF?Vc\ufffd\ufffd\ufffd$\ufffd\ufffd\ufffd1GJ 9\u0027\\\\\ufffd\u0505\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdD\ufffd+Y\ufffdBkQ{8\ufffd[C\ufffd\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738551,"ip":"161.35.66.89","ts":"2026-10-22 19:35:44.000000","proto":"tcp","src_port":16755,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.821288688313889, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: 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\u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u002282f950caccc2567e4494497c12568504\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\\u000br\\u0000\\u000e\u03c5\ufffd\ufffd\\u0014\ufffdl\ufffd\ufffd@\\u001dL\ufffd_\ufffd\ufffd(\\u0004\\u001d}\ufffdry7U\ufffd\ufffdm \\u0016\ufffd\ufffd\ufffd\\u000e\u02d8\\t\ufffd\ufffdIU\ufffd\ufffdV\ufffd\ufffd\ufffd\ufffdW\u04ab`\ufffd9*_\ufffd\ufffd\ufffdE\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\\u000br\\u0000\\u000e\u03c5\ufffd\ufffd\\u0014\ufffdl\ufffd\ufffd@\\u001dL\ufffd_\ufffd\ufffd(\\u0004\\u001d}\ufffdry7U\ufffd\ufffdm \\u0016\ufffd\ufffd\ufffd\\u000e\u02d8\\t\ufffd\ufffdIU\ufffd\ufffdV\ufffd\ufffd\ufffd\ufffdW\u04ab`\ufffd9*_\ufffd\ufffd\ufffdE\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\\u000br\\u0000\\u000e\u03c5\ufffd\ufffd\\u0014\ufffdl\ufffd\ufffd@\\u001dL\ufffd_\ufffd\ufffd(\\u0004\\u001d}\ufffdry7U\ufffd\ufffdm \\u0016\ufffd\ufffd\ufffd\\u000e\u02d8\\t\ufffd\ufffdIU\ufffd\ufffdV\ufffd\ufffd\ufffd\ufffdW\u04ab`\ufffd9*_\ufffd\ufffd\ufffdE\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], 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\u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738550,"ip":"161.35.66.89","ts":"2026-10-22 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{\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u0022d43360bd0849c8d9f19cc0ee4cce5b63\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\ufffd\ufffdy\\u0012\ufffdlOGTG\ufffd\ufffd\ufffdjz\ufffd\\u001dh\ufffd\u0027\\u000e\ufffd \ufffd;\ufffdI\ufffdB %\\u001fE\ufffdk!)\ufffd\ufffdu)\ufffd:8\\n\ufffd\\u0002\ufffd\\u001fj\ufffd\ufffd\\t\ufffd\ufffdp\\u000ffpn\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\ufffd\ufffdy\\u0012\ufffdlOGTG\ufffd\ufffd\ufffdjz\ufffd\\u001dh\ufffd\u0027\\u000e\ufffd \ufffd;\ufffdI\ufffdB %\\u001fE\ufffdk!)\ufffd\ufffdu)\ufffd:8\\n\ufffd\\u0002\ufffd\\u001fj\ufffd\ufffd\\t\ufffd\ufffdp\\u000ffpn\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\ufffd\ufffdy\\u0012\ufffdlOGTG\ufffd\ufffd\ufffdjz\ufffd\\u001dh\ufffd\u0027\\u000e\ufffd \ufffd;\ufffdI\ufffdB %\\u001fE\ufffdk!)\ufffd\ufffdu)\ufffd:8\\n\ufffd\\u0002\ufffd\\u001fj\ufffd\ufffd\\t\ufffd\ufffdp\\u000ffpn\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: 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\u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdy\ufffdlOGTG\ufffd\ufffd\ufffdjz\ufffdh\ufffd\u0027\ufffd \ufffd;\ufffdI\ufffdB %E\ufffdk!)\ufffd\ufffdu)\ufffd:8\\n\ufffd\ufffdj\ufffd\ufffd\\t\ufffd\ufffdpfpn\ufffd\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\ufffd\ufffdy\\u0012\ufffdlOGTG\ufffd\ufffd\ufffdjz\ufffd\\u001dh\ufffd\u0027\\u000e\ufffd \ufffd;\ufffdI\ufffdB %\\u001fE\ufffdk!)\ufffd\ufffdu)\ufffd:8\\n\ufffd\\u0002\ufffd\\u001fj\ufffd\ufffd\\t\ufffd\ufffdp\\u000ffpn\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdy\ufffdlOGTG\ufffd\ufffd\ufffdjz\ufffdh\ufffd\u0027\ufffd \ufffd;\ufffdI\ufffdB %E\ufffdk!)\ufffd\ufffdu)\ufffd:8\\n\ufffd\ufffdj\ufffd\ufffd\\t\ufffd\ufffdpfpn\ufffd\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738549,"ip":"161.35.66.89","ts":"2026-10-22 19:35:44.000000","proto":"tcp","src_port":32017,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.822323148020644, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u0022da15c6aa65eeb4563598cecdb3b56c33\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\\\\\u003C\\u0018\ufffd0\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd,\ufffd\\u001b-\ufffd\\u0018N\\u0016\ufffd\\u0002\ufffdU\u003E\ufffd\\u0000_7\ufffd \ufffd\ufffd\ufffd\\u000e;#j\ufffd\\u001e\\u0017\u047a\\r\ufffdK\ufffd\ufffd\\u0019\\u0013i\ufffd\ufffd\ufffd%\\u0015$\ufffd\ufffd\ufffdr\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\\\\\u003C\\u0018\ufffd0\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd,\ufffd\\u001b-\ufffd\\u0018N\\u0016\ufffd\\u0002\ufffdU\u003E\ufffd\\u0000_7\ufffd \ufffd\ufffd\ufffd\\u000e;#j\ufffd\\u001e\\u0017\u047a\\r\ufffdK\ufffd\ufffd\\u0019\\u0013i\ufffd\ufffd\ufffd%\\u0015$\ufffd\ufffd\ufffdr\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\\\\\u003C\\u0018\ufffd0\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd,\ufffd\\u001b-\ufffd\\u0018N\\u0016\ufffd\\u0002\ufffdU\u003E\ufffd\\u0000_7\ufffd \ufffd\ufffd\ufffd\\u000e;#j\ufffd\\u001e\\u0017\u047a\\r\ufffdK\ufffd\ufffd\\u0019\\u0013i\ufffd\ufffd\ufffd%\\u0015$\ufffd\ufffd\ufffdr\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022ce03e0aa7a31e305f5cbbae5aeb0ae2c4ba0cc51\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\\\\\u003C\\u0018\ufffd0\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd,\ufffd\\u001b-\ufffd\\u0018N\\u0016\ufffd\\u0002\ufffdU\u003E\ufffd\\u0000_7\ufffd \ufffd\ufffd\ufffd\\u000e;#j\ufffd\\u001e\\u0017\u047a\\r\ufffdK\ufffd\ufffd\\u0019\\u0013i\ufffd\ufffd\ufffd%\\u0015$\ufffd\ufffd\ufffdr\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\ufffd\ufffd\\\\\u003C\ufffd0\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd,\ufffd-\ufffdN\ufffd\ufffdU\u003E\ufffd_7\ufffd \ufffd\ufffd\ufffd;#j\ufffd\u047a\\r\ufffdK\ufffd\ufffdi\ufffd\ufffd\ufffd%$\ufffd\ufffd\ufffdr\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\\\\\u003C\\u0018\ufffd0\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd,\ufffd\\u001b-\ufffd\\u0018N\\u0016\ufffd\\u0002\ufffdU\u003E\ufffd\\u0000_7\ufffd \ufffd\ufffd\ufffd\\u000e;#j\ufffd\\u001e\\u0017\u047a\\r\ufffdK\ufffd\ufffd\\u0019\\u0013i\ufffd\ufffd\ufffd%\\u0015$\ufffd\ufffd\ufffdr\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\ufffd\ufffd\\\\\u003C\ufffd0\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd,\ufffd-\ufffdN\ufffd\ufffdU\u003E\ufffd_7\ufffd \ufffd\ufffd\ufffd;#j\ufffd\u047a\\r\ufffdK\ufffd\ufffdi\ufffd\ufffd\ufffd%$\ufffd\ufffd\ufffdr\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738547,"ip":"161.35.66.89","ts":"2026-10-22 19:35:44.000000","proto":"tcp","src_port":15793,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.842670305195452, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u00222e5e3ccabcfe08cf155c471757aa4281\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\\u001a\u07ef\\u00177[(\ufffdZ^\u01ebv\ufffdw\ufffdf\u06f9\ufffdDM\ufffd\\u000b\\b\ufffd\u0629\ufffd )\ufffd\\u000b\\u0017\ufffd\ufffd\\u0006%Z\ufffd\ufffd~\ufffd\/\ufffdE\ufffd\ufffd\\u001b\ufffd\\u0001q\ufffdx\ufffdn*\ufffdF\ufffd\\u000b\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\\u001a\u07ef\\u00177[(\ufffdZ^\u01ebv\ufffdw\ufffdf\u06f9\ufffdDM\ufffd\\u000b\\b\ufffd\u0629\ufffd )\ufffd\\u000b\\u0017\ufffd\ufffd\\u0006%Z\ufffd\ufffd~\ufffd\/\ufffdE\ufffd\ufffd\\u001b\ufffd\\u0001q\ufffdx\ufffdn*\ufffdF\ufffd\\u000b\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\\u001a\u07ef\\u00177[(\ufffdZ^\u01ebv\ufffdw\ufffdf\u06f9\ufffdDM\ufffd\\u000b\\b\ufffd\u0629\ufffd )\ufffd\\u000b\\u0017\ufffd\ufffd\\u0006%Z\ufffd\ufffd~\ufffd\/\ufffdE\ufffd\ufffd\\u001b\ufffd\\u0001q\ufffdx\ufffdn*\ufffdF\ufffd\\u000b\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00222add44a950b64bc7e640cb8ec41bab8455d3736e\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\\u001a\u07ef\\u00177[(\ufffdZ^\u01ebv\ufffdw\ufffdf\u06f9\ufffdDM\ufffd\\u000b\\b\ufffd\u0629\ufffd )\ufffd\\u000b\\u0017\ufffd\ufffd\\u0006%Z\ufffd\ufffd~\ufffd\/\ufffdE\ufffd\ufffd\\u001b\ufffd\\u0001q\ufffdx\ufffdn*\ufffdF\ufffd\\u000b\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\ufffd\ufffd\u07ef7[(\ufffdZ^\u01ebv\ufffdw\ufffdf\u06f9\ufffdDM\ufffd\ufffd\u0629\ufffd )\ufffd\ufffd\ufffd%Z\ufffd\ufffd~\ufffd\/\ufffdE\ufffd\ufffd\ufffdq\ufffdx\ufffdn*\ufffdF\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\\u001a\u07ef\\u00177[(\ufffdZ^\u01ebv\ufffdw\ufffdf\u06f9\ufffdDM\ufffd\\u000b\\b\ufffd\u0629\ufffd )\ufffd\\u000b\\u0017\ufffd\ufffd\\u0006%Z\ufffd\ufffd~\ufffd\/\ufffdE\ufffd\ufffd\\u001b\ufffd\\u0001q\ufffdx\ufffdn*\ufffdF\ufffd\\u000b\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\ufffd\ufffd\u07ef7[(\ufffdZ^\u01ebv\ufffdw\ufffdf\u06f9\ufffdDM\ufffd\ufffd\u0629\ufffd )\ufffd\ufffd\ufffd%Z\ufffd\ufffd~\ufffd\/\ufffdE\ufffd\ufffd\ufffdq\ufffdx\ufffdn*\ufffdF\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738546,"ip":"161.35.66.89","ts":"2026-10-22 19:35:44.000000","proto":"tcp","src_port":3985,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.82898298978605, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u0022560e89aaeb175b1c13ad13523886f54e\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdu\ufffd_g\ufffd\ufffdc\ufffd\\u0010u.\ufffd,\ufffd\ufffd)e\\u000f\ufffd\\u001f\ufffdp\ufffdyz_fc\ufffd\\u001a\ufffd 9^2%\ufffdZ\\b\ufffd\\u0004\ufffdK\u3195W\ufffdr\ufffd*\ufffd\\u001b\ufffd\ufffd\\t\ufffddEE\ufffd\\u0014\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdu\ufffd_g\ufffd\ufffdc\ufffd\\u0010u.\ufffd,\ufffd\ufffd)e\\u000f\ufffd\\u001f\ufffdp\ufffdyz_fc\ufffd\\u001a\ufffd 9^2%\ufffdZ\\b\ufffd\\u0004\ufffdK\u3195W\ufffdr\ufffd*\ufffd\\u001b\ufffd\ufffd\\t\ufffddEE\ufffd\\u0014\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdu\ufffd_g\ufffd\ufffdc\ufffd\\u0010u.\ufffd,\ufffd\ufffd)e\\u000f\ufffd\\u001f\ufffdp\ufffdyz_fc\ufffd\\u001a\ufffd 9^2%\ufffdZ\\b\ufffd\\u0004\ufffdK\u3195W\ufffdr\ufffd*\ufffd\\u001b\ufffd\ufffd\\t\ufffddEE\ufffd\\u0014\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdu\ufffd_g\ufffd\ufffdc\ufffd\\u0010u.\ufffd,\ufffd\ufffd)e\\u000f\ufffd\\u001f\ufffdp\ufffdyz_fc\ufffd\\u001a\ufffd 9^2%\ufffdZ\\b\ufffd\\u0004\ufffdK\u3195W\ufffdr\ufffd*\ufffd\\u001b\ufffd\ufffd\\t\ufffddEE\ufffd\\u0014\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdu\ufffd_g\ufffd\ufffdc\ufffd\\u0010u.\ufffd,\ufffd\ufffd)e\\u000f\ufffd\\u001f\ufffdp\ufffdyz_fc\ufffd\\u001a\ufffd 9^2%\ufffdZ\\b\ufffd\\u0004\ufffdK\u3195W\ufffdr\ufffd*\ufffd\\u001b\ufffd\ufffd\\t\ufffddEE\ufffd\\u0014\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022a2a5ec68fbcdab65b66ef88f31b53b98f124c117\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdu\ufffd_g\ufffd\ufffdc\ufffd\\u0010u.\ufffd,\ufffd\ufffd)e\\u000f\ufffd\\u001f\ufffdp\ufffdyz_fc\ufffd\\u001a\ufffd 9^2%\ufffdZ\\b\ufffd\\u0004\ufffdK\u3195W\ufffdr\ufffd*\ufffd\\u001b\ufffd\ufffd\\t\ufffddEE\ufffd\\u0014\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffdu\ufffd_g\ufffd\ufffdc\ufffdu.\ufffd,\ufffd\ufffd)e\ufffd\ufffdp\ufffdyz_fc\ufffd\ufffd 9^2%\ufffdZ\ufffd\ufffdK\u3195W\ufffdr\ufffd*\ufffd\ufffd\ufffd\\t\ufffddEE\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdu\ufffd_g\ufffd\ufffdc\ufffd\\u0010u.\ufffd,\ufffd\ufffd)e\\u000f\ufffd\\u001f\ufffdp\ufffdyz_fc\ufffd\\u001a\ufffd 9^2%\ufffdZ\\b\ufffd\\u0004\ufffdK\u3195W\ufffdr\ufffd*\ufffd\\u001b\ufffd\ufffd\\t\ufffddEE\ufffd\\u0014\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffdu\ufffd_g\ufffd\ufffdc\ufffdu.\ufffd,\ufffd\ufffd)e\ufffd\ufffdp\ufffdyz_fc\ufffd\ufffd 9^2%\ufffdZ\ufffd\ufffdK\u3195W\ufffdr\ufffd*\ufffd\ufffd\ufffd\\t\ufffddEE\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738545,"ip":"161.35.66.89","ts":"2026-10-22 19:35:44.000000","proto":"tcp","src_port":3899,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.812518653414553, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u00221582e86c5309dfbfbc4f72f33b3ff404\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003|w\ufffd\ufffd\ufffd\ufffd4\\u001e\\u001c;\ufffd\ufffd\\u001baP\ufffd\ufffdv2\ufffd\ufffd\\u0016P\ufffd\ufffdV\\n$\ufffd\ufffd \ufffd\ufffd\ufffd\ufffd3N\ufffd\ufffd\\u0001\ufffd\ufffd@\\u001f\\u0017FZ\ufffdM\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u001fG\\\\\ufffd\u00d3\\u0002\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003|w\ufffd\ufffd\ufffd\ufffd4\\u001e\\u001c;\ufffd\ufffd\\u001baP\ufffd\ufffdv2\ufffd\ufffd\\u0016P\ufffd\ufffdV\\n$\ufffd\ufffd \ufffd\ufffd\ufffd\ufffd3N\ufffd\ufffd\\u0001\ufffd\ufffd@\\u001f\\u0017FZ\ufffdM\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u001fG\\\\\ufffd\u00d3\\u0002\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003|w\ufffd\ufffd\ufffd\ufffd4\\u001e\\u001c;\ufffd\ufffd\\u001baP\ufffd\ufffdv2\ufffd\ufffd\\u0016P\ufffd\ufffdV\\n$\ufffd\ufffd \ufffd\ufffd\ufffd\ufffd3N\ufffd\ufffd\\u0001\ufffd\ufffd@\\u001f\\u0017FZ\ufffdM\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u001fG\\\\\ufffd\u00d3\\u0002\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022ed81bd74795119ad464d379dcd3a50f7856d502d\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003|w\ufffd\ufffd\ufffd\ufffd4\\u001e\\u001c;\ufffd\ufffd\\u001baP\ufffd\ufffdv2\ufffd\ufffd\\u0016P\ufffd\ufffdV\\n$\ufffd\ufffd \ufffd\ufffd\ufffd\ufffd3N\ufffd\ufffd\\u0001\ufffd\ufffd@\\u001f\\u0017FZ\ufffdM\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u001fG\\\\\ufffd\u00d3\\u0002\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd|w\ufffd\ufffd\ufffd\ufffd4;\ufffd\ufffdaP\ufffd\ufffdv2\ufffd\ufffdP\ufffd\ufffdV\\n$\ufffd\ufffd \ufffd\ufffd\ufffd\ufffd3N\ufffd\ufffd\ufffd\ufffd@FZ\ufffdM\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdG\\\\\ufffd\u00d3\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003|w\ufffd\ufffd\ufffd\ufffd4\\u001e\\u001c;\ufffd\ufffd\\u001baP\ufffd\ufffdv2\ufffd\ufffd\\u0016P\ufffd\ufffdV\\n$\ufffd\ufffd \ufffd\ufffd\ufffd\ufffd3N\ufffd\ufffd\\u0001\ufffd\ufffd@\\u001f\\u0017FZ\ufffdM\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u001fG\\\\\ufffd\u00d3\\u0002\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd|w\ufffd\ufffd\ufffd\ufffd4;\ufffd\ufffdaP\ufffd\ufffdv2\ufffd\ufffdP\ufffd\ufffdV\\n$\ufffd\ufffd \ufffd\ufffd\ufffd\ufffd3N\ufffd\ufffd\ufffd\ufffd@FZ\ufffdM\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdG\\\\\ufffd\u00d3\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738544,"ip":"161.35.66.89","ts":"2026-10-22 19:35:44.000000","proto":"tcp","src_port":23047,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.867096876044297, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u0022b999ca5e2b76408a688ec9d0032a46b0\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\u06d8\ufffd\ufffdM-\ufffd\ufffd\ufffd\ufffdS\ufffd\ufffdFhU 07\ufffd\\u0003 \ufffd\ufffd\ufffd\\u0015\ufffd\\u0004 \u0611_\ufffd\ufffd\ufffd\ufffd;\ufffdo\ufffd\ufffde\ufffd\\u000f\ufffd\u0276\ufffdN^MH\ufffd\ufffd\u03f7\ufffd\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\u06d8\ufffd\ufffdM-\ufffd\ufffd\ufffd\ufffdS\ufffd\ufffdFhU 07\ufffd\\u0003 \ufffd\ufffd\ufffd\\u0015\ufffd\\u0004 \u0611_\ufffd\ufffd\ufffd\ufffd;\ufffdo\ufffd\ufffde\ufffd\\u000f\ufffd\u0276\ufffdN^MH\ufffd\ufffd\u03f7\ufffd\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\u06d8\ufffd\ufffdM-\ufffd\ufffd\ufffd\ufffdS\ufffd\ufffdFhU 07\ufffd\\u0003 \ufffd\ufffd\ufffd\\u0015\ufffd\\u0004 \u0611_\ufffd\ufffd\ufffd\ufffd;\ufffdo\ufffd\ufffde\ufffd\\u000f\ufffd\u0276\ufffdN^MH\ufffd\ufffd\u03f7\ufffd\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\u06d8\ufffd\ufffdM-\ufffd\ufffd\ufffd\ufffdS\ufffd\ufffdFhU 07\ufffd\\u0003 \ufffd\ufffd\ufffd\\u0015\ufffd\\u0004 \u0611_\ufffd\ufffd\ufffd\ufffd;\ufffdo\ufffd\ufffde\ufffd\\u000f\ufffd\u0276\ufffdN^MH\ufffd\ufffd\u03f7\ufffd\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\u06d8\ufffd\ufffdM-\ufffd\ufffd\ufffd\ufffdS\ufffd\ufffdFhU 07\ufffd\\u0003 \ufffd\ufffd\ufffd\\u0015\ufffd\\u0004 \u0611_\ufffd\ufffd\ufffd\ufffd;\ufffdo\ufffd\ufffde\ufffd\\u000f\ufffd\u0276\ufffdN^MH\ufffd\ufffd\u03f7\ufffd\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002297d1270f97e3f25fdd997453062d17da808aeabe\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\u06d8\ufffd\ufffdM-\ufffd\ufffd\ufffd\ufffdS\ufffd\ufffdFhU 07\ufffd\\u0003 \ufffd\ufffd\ufffd\\u0015\ufffd\\u0004 \u0611_\ufffd\ufffd\ufffd\ufffd;\ufffdo\ufffd\ufffde\ufffd\\u000f\ufffd\u0276\ufffdN^MH\ufffd\ufffd\u03f7\ufffd\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\ufffd\ufffd\u06d8\ufffd\ufffdM-\ufffd\ufffd\ufffd\ufffdS\ufffd\ufffdFhU 07\ufffd \ufffd\ufffd\ufffd\ufffd \u0611_\ufffd\ufffd\ufffd\ufffd;\ufffdo\ufffd\ufffde\ufffd\ufffd\u0276\ufffdN^MH\ufffd\ufffd\u03f7\ufffd\ufffd\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\u06d8\ufffd\ufffdM-\ufffd\ufffd\ufffd\ufffdS\ufffd\ufffdFhU 07\ufffd\\u0003 \ufffd\ufffd\ufffd\\u0015\ufffd\\u0004 \u0611_\ufffd\ufffd\ufffd\ufffd;\ufffdo\ufffd\ufffde\ufffd\\u000f\ufffd\u0276\ufffdN^MH\ufffd\ufffd\u03f7\ufffd\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\ufffd\ufffd\u06d8\ufffd\ufffdM-\ufffd\ufffd\ufffd\ufffdS\ufffd\ufffdFhU 07\ufffd \ufffd\ufffd\ufffd\ufffd \u0611_\ufffd\ufffd\ufffd\ufffd;\ufffdo\ufffd\ufffde\ufffd\ufffd\u0276\ufffdN^MH\ufffd\ufffd\u03f7\ufffd\ufffd\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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 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\u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738543,"ip":"161.35.66.89","ts":"2026-10-22 19:35:44.000000","proto":"tcp","src_port":26863,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.847392366820994, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: 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\u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u0022b9715a15e5c455f3873bded54b9c54d2\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\u0026\ufffdpq\ufffd\\u0011\\u000e@\ufffd\\u000f`TFB\ufffdu\ufffd\ufffd\ufffdS\ufffd\ufffd\ufffd\\bj\ufffd:\\r\\u0005i \ufffd\\u0004J\ufffdJR\ufffd\\u0015R\\u0014\ufffd@\/\ufffd\\\u0022\u0774z\ufffd\ufffd\ufffd\\ny\ufffd\ufffd{\u0026v\ufffd`1\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\u0026\ufffdpq\ufffd\\u0011\\u000e@\ufffd\\u000f`TFB\ufffdu\ufffd\ufffd\ufffdS\ufffd\ufffd\ufffd\\bj\ufffd:\\r\\u0005i \ufffd\\u0004J\ufffdJR\ufffd\\u0015R\\u0014\ufffd@\/\ufffd\\\u0022\u0774z\ufffd\ufffd\ufffd\\ny\ufffd\ufffd{\u0026v\ufffd`1\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\u0026\ufffdpq\ufffd\\u0011\\u000e@\ufffd\\u000f`TFB\ufffdu\ufffd\ufffd\ufffdS\ufffd\ufffd\ufffd\\bj\ufffd:\\r\\u0005i \ufffd\\u0004J\ufffdJR\ufffd\\u0015R\\u0014\ufffd@\/\ufffd\\\u0022\u0774z\ufffd\ufffd\ufffd\\ny\ufffd\ufffd{\u0026v\ufffd`1\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], 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19:35:43.000000","proto":"tcp","src_port":20603,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.875761662482689, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u0022ba3bfadcc70b9b174a059bd9cacf1329\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003*.\ufffd\u0026\u030c\ufffd\ufffd3\ufffdk\ufffd\ufffdDS\ufffd=\ufffd\ufffd@\\u0001\ufffd\\u00106K\ufffd@Z\ufffd\ufffd\ufffd \ufffd\ufffdv\ufffd\ufffd\\u001ce\ufffd{`\u70e0\ufffdB\ufffd\ufffd\u0588A\ufffdU\ufffd\\u001e\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003*.\ufffd\u0026\u030c\ufffd\ufffd3\ufffdk\ufffd\ufffdDS\ufffd=\ufffd\ufffd@\\u0001\ufffd\\u00106K\ufffd@Z\ufffd\ufffd\ufffd \ufffd\ufffdv\ufffd\ufffd\\u001ce\ufffd{`\u70e0\ufffdB\ufffd\ufffd\u0588A\ufffdU\ufffd\\u001e\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003*.\ufffd\u0026\u030c\ufffd\ufffd3\ufffdk\ufffd\ufffdDS\ufffd=\ufffd\ufffd@\\u0001\ufffd\\u00106K\ufffd@Z\ufffd\ufffd\ufffd \ufffd\ufffdv\ufffd\ufffd\\u001ce\ufffd{`\u70e0\ufffdB\ufffd\ufffd\u0588A\ufffdU\ufffd\\u001e\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], 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\u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd*.\ufffd\u0026\u030c\ufffd\ufffd3\ufffdk\ufffd\ufffdDS\ufffd=\ufffd\ufffd@\ufffd6K\ufffd@Z\ufffd\ufffd\ufffd \ufffd\ufffdv\ufffd\ufffde\ufffd{`\u70e0\ufffdB\ufffd\ufffd\u0588A\ufffdU\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003*.\ufffd\u0026\u030c\ufffd\ufffd3\ufffdk\ufffd\ufffdDS\ufffd=\ufffd\ufffd@\\u0001\ufffd\\u00106K\ufffd@Z\ufffd\ufffd\ufffd \ufffd\ufffdv\ufffd\ufffd\\u001ce\ufffd{`\u70e0\ufffdB\ufffd\ufffd\u0588A\ufffdU\ufffd\\u001e\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd*.\ufffd\u0026\u030c\ufffd\ufffd3\ufffdk\ufffd\ufffdDS\ufffd=\ufffd\ufffd@\ufffd6K\ufffd@Z\ufffd\ufffd\ufffd \ufffd\ufffdv\ufffd\ufffde\ufffd{`\u70e0\ufffdB\ufffd\ufffd\u0588A\ufffdU\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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 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\u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738541,"ip":"161.35.66.89","ts":"2026-10-22 19:35:43.000000","proto":"tcp","src_port":17853,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.8462296629088275, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u00225cc08fffcab3a8f66d6c2db0b0f60df9\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003k\ufffd\\u001eA7K\ufffd\u003EL\ufffdc\ufffd}\ufffd\ufffd\ufffdP\ufffdB\ufffd\\u000b\ufffd\ufffdh\ufffd\ufffd\u06f8\ufffd\\t\ufffdk \ufffd}v\ufffd#R\ufffd\ufffd\ufffd,\ufffd\\u0001\ufffd\ufffd\ufffd\\u0012\ufffd\\u0003\ufffdi\ufffd\\u0001`\\u0006\ufffd\\u001b%\u0412p\ufffd|\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003k\ufffd\\u001eA7K\ufffd\u003EL\ufffdc\ufffd}\ufffd\ufffd\ufffdP\ufffdB\ufffd\\u000b\ufffd\ufffdh\ufffd\ufffd\u06f8\ufffd\\t\ufffdk \ufffd}v\ufffd#R\ufffd\ufffd\ufffd,\ufffd\\u0001\ufffd\ufffd\ufffd\\u0012\ufffd\\u0003\ufffdi\ufffd\\u0001`\\u0006\ufffd\\u001b%\u0412p\ufffd|\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003k\ufffd\\u001eA7K\ufffd\u003EL\ufffdc\ufffd}\ufffd\ufffd\ufffdP\ufffdB\ufffd\\u000b\ufffd\ufffdh\ufffd\ufffd\u06f8\ufffd\\t\ufffdk \ufffd}v\ufffd#R\ufffd\ufffd\ufffd,\ufffd\\u0001\ufffd\ufffd\ufffd\\u0012\ufffd\\u0003\ufffdi\ufffd\\u0001`\\u0006\ufffd\\u001b%\u0412p\ufffd|\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022d453bd23075ff5082747b8f51c1394f7eb660229\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003k\ufffd\\u001eA7K\ufffd\u003EL\ufffdc\ufffd}\ufffd\ufffd\ufffdP\ufffdB\ufffd\\u000b\ufffd\ufffdh\ufffd\ufffd\u06f8\ufffd\\t\ufffdk \ufffd}v\ufffd#R\ufffd\ufffd\ufffd,\ufffd\\u0001\ufffd\ufffd\ufffd\\u0012\ufffd\\u0003\ufffdi\ufffd\\u0001`\\u0006\ufffd\\u001b%\u0412p\ufffd|\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffdk\ufffdA7K\ufffd\u003EL\ufffdc\ufffd}\ufffd\ufffd\ufffdP\ufffdB\ufffd\ufffd\ufffdh\ufffd\ufffd\u06f8\ufffd\\t\ufffdk \ufffd}v\ufffd#R\ufffd\ufffd\ufffd,\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdi\ufffd`\ufffd%\u0412p\ufffd|\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003k\ufffd\\u001eA7K\ufffd\u003EL\ufffdc\ufffd}\ufffd\ufffd\ufffdP\ufffdB\ufffd\\u000b\ufffd\ufffdh\ufffd\ufffd\u06f8\ufffd\\t\ufffdk \ufffd}v\ufffd#R\ufffd\ufffd\ufffd,\ufffd\\u0001\ufffd\ufffd\ufffd\\u0012\ufffd\\u0003\ufffdi\ufffd\\u0001`\\u0006\ufffd\\u001b%\u0412p\ufffd|\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffdk\ufffdA7K\ufffd\u003EL\ufffdc\ufffd}\ufffd\ufffd\ufffdP\ufffdB\ufffd\ufffd\ufffdh\ufffd\ufffd\u06f8\ufffd\\t\ufffdk \ufffd}v\ufffd#R\ufffd\ufffd\ufffd,\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdi\ufffd`\ufffd%\u0412p\ufffd|\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738540,"ip":"161.35.66.89","ts":"2026-10-22 19:35:43.000000","proto":"tcp","src_port":22319,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.829975514043198, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u0022d533761084f8fa117569d4a86649d38f\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003Xq\ufffdvm\ufffd\ufffd\ufffd\\u0001a\ufffd^W\ufffd[\u003E\\n\ufffd\ufffdM- \ufffdm\ufffd3\ufffd\ufffd!\\u001e\u0026 \ufffdV\\u0003l\ufffdI\ufffd\\\u0022H\\b\ufffd\ufffd\ufffdo\ufffd$\ufffd\ufffdV\ufffd\ufffdi\ufffdNC\ufffdz]\ufffd\\u0013N\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003Xq\ufffdvm\ufffd\ufffd\ufffd\\u0001a\ufffd^W\ufffd[\u003E\\n\ufffd\ufffdM- \ufffdm\ufffd3\ufffd\ufffd!\\u001e\u0026 \ufffdV\\u0003l\ufffdI\ufffd\\\u0022H\\b\ufffd\ufffd\ufffdo\ufffd$\ufffd\ufffdV\ufffd\ufffdi\ufffdNC\ufffdz]\ufffd\\u0013N\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003Xq\ufffdvm\ufffd\ufffd\ufffd\\u0001a\ufffd^W\ufffd[\u003E\\n\ufffd\ufffdM- \ufffdm\ufffd3\ufffd\ufffd!\\u001e\u0026 \ufffdV\\u0003l\ufffdI\ufffd\\\u0022H\\b\ufffd\ufffd\ufffdo\ufffd$\ufffd\ufffdV\ufffd\ufffdi\ufffdNC\ufffdz]\ufffd\\u0013N\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003Xq\ufffdvm\ufffd\ufffd\ufffd\\u0001a\ufffd^W\ufffd[\u003E\\n\ufffd\ufffdM- \ufffdm\ufffd3\ufffd\ufffd!\\u001e\u0026 \ufffdV\\u0003l\ufffdI\ufffd\\\u0022H\\b\ufffd\ufffd\ufffdo\ufffd$\ufffd\ufffdV\ufffd\ufffdi\ufffdNC\ufffdz]\ufffd\\u0013N\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003Xq\ufffdvm\ufffd\ufffd\ufffd\\u0001a\ufffd^W\ufffd[\u003E\\n\ufffd\ufffdM- \ufffdm\ufffd3\ufffd\ufffd!\\u001e\u0026 \ufffdV\\u0003l\ufffdI\ufffd\\\u0022H\\b\ufffd\ufffd\ufffdo\ufffd$\ufffd\ufffdV\ufffd\ufffdi\ufffdNC\ufffdz]\ufffd\\u0013N\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00229d1f262788138c8b6cd5b5548224edd1a94c6d48\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003Xq\ufffdvm\ufffd\ufffd\ufffd\\u0001a\ufffd^W\ufffd[\u003E\\n\ufffd\ufffdM- \ufffdm\ufffd3\ufffd\ufffd!\\u001e\u0026 \ufffdV\\u0003l\ufffdI\ufffd\\\u0022H\\b\ufffd\ufffd\ufffdo\ufffd$\ufffd\ufffdV\ufffd\ufffdi\ufffdNC\ufffdz]\ufffd\\u0013N\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffdXq\ufffdvm\ufffd\ufffd\ufffda\ufffd^W\ufffd[\u003E\\n\ufffd\ufffdM- \ufffdm\ufffd3\ufffd\ufffd!\u0026 \ufffdVl\ufffdI\ufffd\\\u0022H\ufffd\ufffd\ufffdo\ufffd$\ufffd\ufffdV\ufffd\ufffdi\ufffdNC\ufffdz]\ufffdN\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003Xq\ufffdvm\ufffd\ufffd\ufffd\\u0001a\ufffd^W\ufffd[\u003E\\n\ufffd\ufffdM- \ufffdm\ufffd3\ufffd\ufffd!\\u001e\u0026 \ufffdV\\u0003l\ufffdI\ufffd\\\u0022H\\b\ufffd\ufffd\ufffdo\ufffd$\ufffd\ufffdV\ufffd\ufffdi\ufffdNC\ufffdz]\ufffd\\u0013N\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffdXq\ufffdvm\ufffd\ufffd\ufffda\ufffd^W\ufffd[\u003E\\n\ufffd\ufffdM- \ufffdm\ufffd3\ufffd\ufffd!\u0026 \ufffdVl\ufffdI\ufffd\\\u0022H\ufffd\ufffd\ufffdo\ufffd$\ufffd\ufffdV\ufffd\ufffdi\ufffdNC\ufffdz]\ufffdN\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738539,"ip":"161.35.66.89","ts":"2026-10-22 19:35:43.000000","proto":"tcp","src_port":32749,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.84627772404821, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u00220bc28e0c8828ac64b7cb29265ddbd245\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003b\ufffdc\\u0003o\ufffd\ufffd\ufffd\ufffd9*\\u0002\ufffd\/\ufffd-s\ufffd\ufffdf\ufffd\u0705\ufffdE\\u001f\ufffd\ufffd4\ufffdF %\ufffd\\u0014=(Zl\ufffd\ufffd\\t\ufffdU\u0027\ufffd\\u0003\ufffd\ufffdE\ufffd\ufffdp\\u0016\ufffd\u03d6i\ufffdg\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003b\ufffdc\\u0003o\ufffd\ufffd\ufffd\ufffd9*\\u0002\ufffd\/\ufffd-s\ufffd\ufffdf\ufffd\u0705\ufffdE\\u001f\ufffd\ufffd4\ufffdF %\ufffd\\u0014=(Zl\ufffd\ufffd\\t\ufffdU\u0027\ufffd\\u0003\ufffd\ufffdE\ufffd\ufffdp\\u0016\ufffd\u03d6i\ufffdg\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003b\ufffdc\\u0003o\ufffd\ufffd\ufffd\ufffd9*\\u0002\ufffd\/\ufffd-s\ufffd\ufffdf\ufffd\u0705\ufffdE\\u001f\ufffd\ufffd4\ufffdF %\ufffd\\u0014=(Zl\ufffd\ufffd\\t\ufffdU\u0027\ufffd\\u0003\ufffd\ufffdE\ufffd\ufffdp\\u0016\ufffd\u03d6i\ufffdg\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003b\ufffdc\\u0003o\ufffd\ufffd\ufffd\ufffd9*\\u0002\ufffd\/\ufffd-s\ufffd\ufffdf\ufffd\u0705\ufffdE\\u001f\ufffd\ufffd4\ufffdF %\ufffd\\u0014=(Zl\ufffd\ufffd\\t\ufffdU\u0027\ufffd\\u0003\ufffd\ufffdE\ufffd\ufffdp\\u0016\ufffd\u03d6i\ufffdg\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003b\ufffdc\\u0003o\ufffd\ufffd\ufffd\ufffd9*\\u0002\ufffd\/\ufffd-s\ufffd\ufffdf\ufffd\u0705\ufffdE\\u001f\ufffd\ufffd4\ufffdF %\ufffd\\u0014=(Zl\ufffd\ufffd\\t\ufffdU\u0027\ufffd\\u0003\ufffd\ufffdE\ufffd\ufffdp\\u0016\ufffd\u03d6i\ufffdg\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00222c7e7a741a8c6de4d8406988685997d1879557da\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003b\ufffdc\\u0003o\ufffd\ufffd\ufffd\ufffd9*\\u0002\ufffd\/\ufffd-s\ufffd\ufffdf\ufffd\u0705\ufffdE\\u001f\ufffd\ufffd4\ufffdF %\ufffd\\u0014=(Zl\ufffd\ufffd\\t\ufffdU\u0027\ufffd\\u0003\ufffd\ufffdE\ufffd\ufffdp\\u0016\ufffd\u03d6i\ufffdg\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffdb\ufffdco\ufffd\ufffd\ufffd\ufffd9*\ufffd\/\ufffd-s\ufffd\ufffdf\ufffd\u0705\ufffdE\ufffd\ufffd4\ufffdF %\ufffd=(Zl\ufffd\ufffd\\t\ufffdU\u0027\ufffd\ufffd\ufffdE\ufffd\ufffdp\ufffd\u03d6i\ufffdg\ufffd\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003b\ufffdc\\u0003o\ufffd\ufffd\ufffd\ufffd9*\\u0002\ufffd\/\ufffd-s\ufffd\ufffdf\ufffd\u0705\ufffdE\\u001f\ufffd\ufffd4\ufffdF %\ufffd\\u0014=(Zl\ufffd\ufffd\\t\ufffdU\u0027\ufffd\\u0003\ufffd\ufffdE\ufffd\ufffdp\\u0016\ufffd\u03d6i\ufffdg\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffdb\ufffdco\ufffd\ufffd\ufffd\ufffd9*\ufffd\/\ufffd-s\ufffd\ufffdf\ufffd\u0705\ufffdE\ufffd\ufffd4\ufffdF %\ufffd=(Zl\ufffd\ufffd\\t\ufffdU\u0027\ufffd\ufffd\ufffdE\ufffd\ufffdp\ufffd\u03d6i\ufffdg\ufffd\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738536,"ip":"161.35.66.89","ts":"2026-10-22 19:35:43.000000","proto":"tcp","src_port":20331,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.79071717777507, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u00220a234002f783f0cdaa21fe07ea7d433d\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\ufffds\ufffd\ufffdh\u0026\\u001e\ufffd(\ufffd\ufffdm98\ufffd\/9g\ufffdf\ufffd\ufffd\ufffd3\ufffd\\u0000\ufffd\\u0001 \ufffd-\ufffdu\\u0016O#\ufffdU\\u001f\\u0000%rg\ufffd8\ufffdw\u012b\\u000e\ufffd\ufffd\\u001a\ufffd,l\/J\u07c5N\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\ufffds\ufffd\ufffdh\u0026\\u001e\ufffd(\ufffd\ufffdm98\ufffd\/9g\ufffdf\ufffd\ufffd\ufffd3\ufffd\\u0000\ufffd\\u0001 \ufffd-\ufffdu\\u0016O#\ufffdU\\u001f\\u0000%rg\ufffd8\ufffdw\u012b\\u000e\ufffd\ufffd\\u001a\ufffd,l\/J\u07c5N\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\ufffds\ufffd\ufffdh\u0026\\u001e\ufffd(\ufffd\ufffdm98\ufffd\/9g\ufffdf\ufffd\ufffd\ufffd3\ufffd\\u0000\ufffd\\u0001 \ufffd-\ufffdu\\u0016O#\ufffdU\\u001f\\u0000%rg\ufffd8\ufffdw\u012b\\u000e\ufffd\ufffd\\u001a\ufffd,l\/J\u07c5N\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\ufffds\ufffd\ufffdh\u0026\\u001e\ufffd(\ufffd\ufffdm98\ufffd\/9g\ufffdf\ufffd\ufffd\ufffd3\ufffd\\u0000\ufffd\\u0001 \ufffd-\ufffdu\\u0016O#\ufffdU\\u001f\\u0000%rg\ufffd8\ufffdw\u012b\\u000e\ufffd\ufffd\\u001a\ufffd,l\/J\u07c5N\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\ufffds\ufffd\ufffdh\u0026\\u001e\ufffd(\ufffd\ufffdm98\ufffd\/9g\ufffdf\ufffd\ufffd\ufffd3\ufffd\\u0000\ufffd\\u0001 \ufffd-\ufffdu\\u0016O#\ufffdU\\u001f\\u0000%rg\ufffd8\ufffdw\u012b\\u000e\ufffd\ufffd\\u001a\ufffd,l\/J\u07c5N\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002219488a280a096c620b968ddd95644bdbda572832\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\ufffds\ufffd\ufffdh\u0026\\u001e\ufffd(\ufffd\ufffdm98\ufffd\/9g\ufffdf\ufffd\ufffd\ufffd3\ufffd\\u0000\ufffd\\u0001 \ufffd-\ufffdu\\u0016O#\ufffdU\\u001f\\u0000%rg\ufffd8\ufffdw\u012b\\u000e\ufffd\ufffd\\u001a\ufffd,l\/J\u07c5N\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\ufffd\ufffd\ufffds\ufffd\ufffdh\u0026\ufffd(\ufffd\ufffdm98\ufffd\/9g\ufffdf\ufffd\ufffd\ufffd3\ufffd\ufffd \ufffd-\ufffduO#\ufffdU%rg\ufffd8\ufffdw\u012b\ufffd\ufffd\ufffd,l\/J\u07c5N\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\ufffd\ufffd\ufffds\ufffd\ufffdh\u0026\\u001e\ufffd(\ufffd\ufffdm98\ufffd\/9g\ufffdf\ufffd\ufffd\ufffd3\ufffd\\u0000\ufffd\\u0001 \ufffd-\ufffdu\\u0016O#\ufffdU\\u001f\\u0000%rg\ufffd8\ufffdw\u012b\\u000e\ufffd\ufffd\\u001a\ufffd,l\/J\u07c5N\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\ufffd\ufffd\ufffds\ufffd\ufffdh\u0026\ufffd(\ufffd\ufffdm98\ufffd\/9g\ufffdf\ufffd\ufffd\ufffd3\ufffd\ufffd \ufffd-\ufffduO#\ufffdU%rg\ufffd8\ufffdw\u012b\ufffd\ufffd\ufffd,l\/J\u07c5N\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738535,"ip":"161.35.66.89","ts":"2026-10-22 19:35:43.000000","proto":"tcp","src_port":5363,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.813193755195083, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u00228ea1bd2d2d340c422048db783a8c44cc\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\\u0006\\\u0022a\ufffd\ufffd\ufffd\ufffdkP}\ufffd\ufffd?\\\\\ufffd\u06d5\ufffd\ufffd\ufffd*\ufffd\ufffd\ufffdO\ufffd\ufffdE6d\ufffdC U\ufffd]\ufffdz\\u0002\ufffd7\\u0002\ufffd\\u0011~\ufffd\\u0000c\\n\ufffd\ufffd\\u001a\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdrI\\u0001\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\\u0006\\\u0022a\ufffd\ufffd\ufffd\ufffdkP}\ufffd\ufffd?\\\\\ufffd\u06d5\ufffd\ufffd\ufffd*\ufffd\ufffd\ufffdO\ufffd\ufffdE6d\ufffdC U\ufffd]\ufffdz\\u0002\ufffd7\\u0002\ufffd\\u0011~\ufffd\\u0000c\\n\ufffd\ufffd\\u001a\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdrI\\u0001\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\\u0006\\\u0022a\ufffd\ufffd\ufffd\ufffdkP}\ufffd\ufffd?\\\\\ufffd\u06d5\ufffd\ufffd\ufffd*\ufffd\ufffd\ufffdO\ufffd\ufffdE6d\ufffdC U\ufffd]\ufffdz\\u0002\ufffd7\\u0002\ufffd\\u0011~\ufffd\\u0000c\\n\ufffd\ufffd\\u001a\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdrI\\u0001\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002261dbf9cf810d448f6f43d11fcd9e5362b4910bc9\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\\u0006\\\u0022a\ufffd\ufffd\ufffd\ufffdkP}\ufffd\ufffd?\\\\\ufffd\u06d5\ufffd\ufffd\ufffd*\ufffd\ufffd\ufffdO\ufffd\ufffdE6d\ufffdC U\ufffd]\ufffdz\\u0002\ufffd7\\u0002\ufffd\\u0011~\ufffd\\u0000c\\n\ufffd\ufffd\\u001a\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdrI\\u0001\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\\\u0022a\ufffd\ufffd\ufffd\ufffdkP}\ufffd\ufffd?\\\\\ufffd\u06d5\ufffd\ufffd\ufffd*\ufffd\ufffd\ufffdO\ufffd\ufffdE6d\ufffdC U\ufffd]\ufffdz\ufffd7\ufffd~\ufffdc\\n\ufffd\ufffd\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdrI\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\\u0006\\\u0022a\ufffd\ufffd\ufffd\ufffdkP}\ufffd\ufffd?\\\\\ufffd\u06d5\ufffd\ufffd\ufffd*\ufffd\ufffd\ufffdO\ufffd\ufffdE6d\ufffdC U\ufffd]\ufffdz\\u0002\ufffd7\\u0002\ufffd\\u0011~\ufffd\\u0000c\\n\ufffd\ufffd\\u001a\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdrI\\u0001\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\\\u0022a\ufffd\ufffd\ufffd\ufffdkP}\ufffd\ufffd?\\\\\ufffd\u06d5\ufffd\ufffd\ufffd*\ufffd\ufffd\ufffdO\ufffd\ufffdE6d\ufffdC U\ufffd]\ufffdz\ufffd7\ufffd~\ufffdc\\n\ufffd\ufffd\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdrI\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738534,"ip":"161.35.66.89","ts":"2026-10-22 19:35:43.000000","proto":"tcp","src_port":16797,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.7987541254750985, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u002204fb79333733ec4f3add9f5b85d81285\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u00036\u07c1B\ufffd\u01f2\ufffd\ufffdj[\ufffd\ufffd\ufffd\u003C\ufffd!\ufffd@\ufffd\u003C\ufffd\ufffd\ufffdg\ufffd`\ufffd\ufffd\ufffd2 \ufffd\\u001d93y%kI\\u001b\\u0000k\u046b\ufffdC\ufffd\ufffd\ufffd3\ufffd\ufffd\u0705\ufffdC\\b#\ufffd\ufffd\ufffd\ufffdY\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u00036\u07c1B\ufffd\u01f2\ufffd\ufffdj[\ufffd\ufffd\ufffd\u003C\ufffd!\ufffd@\ufffd\u003C\ufffd\ufffd\ufffdg\ufffd`\ufffd\ufffd\ufffd2 \ufffd\\u001d93y%kI\\u001b\\u0000k\u046b\ufffdC\ufffd\ufffd\ufffd3\ufffd\ufffd\u0705\ufffdC\\b#\ufffd\ufffd\ufffd\ufffdY\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u00036\u07c1B\ufffd\u01f2\ufffd\ufffdj[\ufffd\ufffd\ufffd\u003C\ufffd!\ufffd@\ufffd\u003C\ufffd\ufffd\ufffdg\ufffd`\ufffd\ufffd\ufffd2 \ufffd\\u001d93y%kI\\u001b\\u0000k\u046b\ufffdC\ufffd\ufffd\ufffd3\ufffd\ufffd\u0705\ufffdC\\b#\ufffd\ufffd\ufffd\ufffdY\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u00036\u07c1B\ufffd\u01f2\ufffd\ufffdj[\ufffd\ufffd\ufffd\u003C\ufffd!\ufffd@\ufffd\u003C\ufffd\ufffd\ufffdg\ufffd`\ufffd\ufffd\ufffd2 \ufffd\\u001d93y%kI\\u001b\\u0000k\u046b\ufffdC\ufffd\ufffd\ufffd3\ufffd\ufffd\u0705\ufffdC\\b#\ufffd\ufffd\ufffd\ufffdY\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u00036\u07c1B\ufffd\u01f2\ufffd\ufffdj[\ufffd\ufffd\ufffd\u003C\ufffd!\ufffd@\ufffd\u003C\ufffd\ufffd\ufffdg\ufffd`\ufffd\ufffd\ufffd2 \ufffd\\u001d93y%kI\\u001b\\u0000k\u046b\ufffdC\ufffd\ufffd\ufffd3\ufffd\ufffd\u0705\ufffdC\\b#\ufffd\ufffd\ufffd\ufffdY\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00222910af4c7a2eb138fec0de49370f4532700876de\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u00036\u07c1B\ufffd\u01f2\ufffd\ufffdj[\ufffd\ufffd\ufffd\u003C\ufffd!\ufffd@\ufffd\u003C\ufffd\ufffd\ufffdg\ufffd`\ufffd\ufffd\ufffd2 \ufffd\\u001d93y%kI\\u001b\\u0000k\u046b\ufffdC\ufffd\ufffd\ufffd3\ufffd\ufffd\u0705\ufffdC\\b#\ufffd\ufffd\ufffd\ufffdY\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd6\u07c1B\ufffd\u01f2\ufffd\ufffdj[\ufffd\ufffd\ufffd\u003C\ufffd!\ufffd@\ufffd\u003C\ufffd\ufffd\ufffdg\ufffd`\ufffd\ufffd\ufffd2 \ufffd93y%kIk\u046b\ufffdC\ufffd\ufffd\ufffd3\ufffd\ufffd\u0705\ufffdC#\ufffd\ufffd\ufffd\ufffdY\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u00036\u07c1B\ufffd\u01f2\ufffd\ufffdj[\ufffd\ufffd\ufffd\u003C\ufffd!\ufffd@\ufffd\u003C\ufffd\ufffd\ufffdg\ufffd`\ufffd\ufffd\ufffd2 \ufffd\\u001d93y%kI\\u001b\\u0000k\u046b\ufffdC\ufffd\ufffd\ufffd3\ufffd\ufffd\u0705\ufffdC\\b#\ufffd\ufffd\ufffd\ufffdY\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd6\u07c1B\ufffd\u01f2\ufffd\ufffdj[\ufffd\ufffd\ufffd\u003C\ufffd!\ufffd@\ufffd\u003C\ufffd\ufffd\ufffdg\ufffd`\ufffd\ufffd\ufffd2 \ufffd93y%kIk\u046b\ufffdC\ufffd\ufffd\ufffd3\ufffd\ufffd\u0705\ufffdC#\ufffd\ufffd\ufffd\ufffdY\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738533,"ip":"161.35.66.89","ts":"2026-10-22 19:35:43.000000","proto":"tcp","src_port":7821,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.837091633405997, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u0022fba2749363a67472b7fee02606b7f8f1\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\u04d8\\u0005B\\u0003\ufffdX.{\ufffd\ufffdF_`:8\\u0007\ufffdp\ufffd]Mo\ufffd\ufffd}gO\ufffd]\ufffd \ufffd \\u0016$I\ufffd\\u0000D\ufffd|;\ufffd?\ufffd\u0095\ufffdl\ufffd\ufffd[\ufffd\ufffd\ufffdd\ufffd\ufffd\\u0002_\\u0019\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\u04d8\\u0005B\\u0003\ufffdX.{\ufffd\ufffdF_`:8\\u0007\ufffdp\ufffd]Mo\ufffd\ufffd}gO\ufffd]\ufffd \ufffd \\u0016$I\ufffd\\u0000D\ufffd|;\ufffd?\ufffd\u0095\ufffdl\ufffd\ufffd[\ufffd\ufffd\ufffdd\ufffd\ufffd\\u0002_\\u0019\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\u04d8\\u0005B\\u0003\ufffdX.{\ufffd\ufffdF_`:8\\u0007\ufffdp\ufffd]Mo\ufffd\ufffd}gO\ufffd]\ufffd \ufffd \\u0016$I\ufffd\\u0000D\ufffd|;\ufffd?\ufffd\u0095\ufffdl\ufffd\ufffd[\ufffd\ufffd\ufffdd\ufffd\ufffd\\u0002_\\u0019\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\u04d8\\u0005B\\u0003\ufffdX.{\ufffd\ufffdF_`:8\\u0007\ufffdp\ufffd]Mo\ufffd\ufffd}gO\ufffd]\ufffd \ufffd \\u0016$I\ufffd\\u0000D\ufffd|;\ufffd?\ufffd\u0095\ufffdl\ufffd\ufffd[\ufffd\ufffd\ufffdd\ufffd\ufffd\\u0002_\\u0019\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\u04d8\\u0005B\\u0003\ufffdX.{\ufffd\ufffdF_`:8\\u0007\ufffdp\ufffd]Mo\ufffd\ufffd}gO\ufffd]\ufffd \ufffd \\u0016$I\ufffd\\u0000D\ufffd|;\ufffd?\ufffd\u0095\ufffdl\ufffd\ufffd[\ufffd\ufffd\ufffdd\ufffd\ufffd\\u0002_\\u0019\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00227f1f0b7b53db781110ad9356d273023868e3927d\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\u04d8\\u0005B\\u0003\ufffdX.{\ufffd\ufffdF_`:8\\u0007\ufffdp\ufffd]Mo\ufffd\ufffd}gO\ufffd]\ufffd \ufffd \\u0016$I\ufffd\\u0000D\ufffd|;\ufffd?\ufffd\u0095\ufffdl\ufffd\ufffd[\ufffd\ufffd\ufffdd\ufffd\ufffd\\u0002_\\u0019\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\u04d8B\ufffdX.{\ufffd\ufffdF_`:8\ufffdp\ufffd]Mo\ufffd\ufffd}gO\ufffd]\ufffd \ufffd $I\ufffdD\ufffd|;\ufffd?\ufffd\u0095\ufffdl\ufffd\ufffd[\ufffd\ufffd\ufffdd\ufffd\ufffd_\ufffd\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffd\u04d8\\u0005B\\u0003\ufffdX.{\ufffd\ufffdF_`:8\\u0007\ufffdp\ufffd]Mo\ufffd\ufffd}gO\ufffd]\ufffd \ufffd \\u0016$I\ufffd\\u0000D\ufffd|;\ufffd?\ufffd\u0095\ufffdl\ufffd\ufffd[\ufffd\ufffd\ufffdd\ufffd\ufffd\\u0002_\\u0019\ufffd\ufffd\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\u04d8B\ufffdX.{\ufffd\ufffdF_`:8\ufffdp\ufffd]Mo\ufffd\ufffd}gO\ufffd]\ufffd \ufffd $I\ufffdD\ufffd|;\ufffd?\ufffd\u0095\ufffdl\ufffd\ufffd[\ufffd\ufffd\ufffdd\ufffd\ufffd_\ufffd\ufffd\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738532,"ip":"161.35.66.89","ts":"2026-10-22 19:35:43.000000","proto":"tcp","src_port":20783,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.849724389514055, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u0022a558d58cb2847f9945e8abf446d42535\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdf;\ufffdx\ufffd\ufffd\ufffdIE\\u0001p\\u0019\ufffdG\\f1\ufffd\\u001b\\td\u0027\ufffd\\\\\ufffd}P(}\ufffdu\ufffd \\u0015+\ufffd~\ufffd6\\u000f?`\\u0004\ufffd\\u0011\ufffd\ufffd\\u001c\ufffd\ufffd(\ufffdZ\ufffd\\u0018\ufffd\ufffd\ufffd\ufffd\ufffd\u0450\ufffd\u0365\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdf;\ufffdx\ufffd\ufffd\ufffdIE\\u0001p\\u0019\ufffdG\\f1\ufffd\\u001b\\td\u0027\ufffd\\\\\ufffd}P(}\ufffdu\ufffd \\u0015+\ufffd~\ufffd6\\u000f?`\\u0004\ufffd\\u0011\ufffd\ufffd\\u001c\ufffd\ufffd(\ufffdZ\ufffd\\u0018\ufffd\ufffd\ufffd\ufffd\ufffd\u0450\ufffd\u0365\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdf;\ufffdx\ufffd\ufffd\ufffdIE\\u0001p\\u0019\ufffdG\\f1\ufffd\\u001b\\td\u0027\ufffd\\\\\ufffd}P(}\ufffdu\ufffd \\u0015+\ufffd~\ufffd6\\u000f?`\\u0004\ufffd\\u0011\ufffd\ufffd\\u001c\ufffd\ufffd(\ufffdZ\ufffd\\u0018\ufffd\ufffd\ufffd\ufffd\ufffd\u0450\ufffd\u0365\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022ea9ffafb247e7ebf944a6f362890bb826e44d778\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdf;\ufffdx\ufffd\ufffd\ufffdIE\\u0001p\\u0019\ufffdG\\f1\ufffd\\u001b\\td\u0027\ufffd\\\\\ufffd}P(}\ufffdu\ufffd \\u0015+\ufffd~\ufffd6\\u000f?`\\u0004\ufffd\\u0011\ufffd\ufffd\\u001c\ufffd\ufffd(\ufffdZ\ufffd\\u0018\ufffd\ufffd\ufffd\ufffd\ufffd\u0450\ufffd\u0365\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffdf;\ufffdx\ufffd\ufffd\ufffdIEp\ufffdG1\ufffd\\td\u0027\ufffd\\\\\ufffd}P(}\ufffdu\ufffd +\ufffd~\ufffd6?`\ufffd\ufffd\ufffd\ufffd\ufffd(\ufffdZ\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\u0450\ufffd\u0365\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\ufffdf;\ufffdx\ufffd\ufffd\ufffdIE\\u0001p\\u0019\ufffdG\\f1\ufffd\\u001b\\td\u0027\ufffd\\\\\ufffd}P(}\ufffdu\ufffd \\u0015+\ufffd~\ufffd6\\u000f?`\\u0004\ufffd\\u0011\ufffd\ufffd\\u001c\ufffd\ufffd(\ufffdZ\ufffd\\u0018\ufffd\ufffd\ufffd\ufffd\ufffd\u0450\ufffd\u0365\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffdf;\ufffdx\ufffd\ufffd\ufffdIEp\ufffdG1\ufffd\\td\u0027\ufffd\\\\\ufffd}P(}\ufffdu\ufffd +\ufffd~\ufffd6?`\ufffd\ufffd\ufffd\ufffd\ufffd(\ufffdZ\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\u0450\ufffd\u0365\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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: \u0022k8s_api\u0022, \u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517},{"id":6738531,"ip":"161.35.66.89","ts":"2026-10-22 19:35:43.000000","proto":"tcp","src_port":31977,"dst_port":6443,"service":"k8s-api","classification":"kubernetes_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: \u002215030300020228\u0022, \u0022emulator_response_len\u0022: 7, \u0022bytes_in\u0022: 517, \u0022payload_entropy\u0022: 4.815761934240852, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022DigitalOcean, LLC\u0022, \u0022service\u0022: \u0022k8s-api\u0022, \u0022app_proto\u0022: \u0022k8s-api\u0022, \u0022asn\u0022: 14061, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 62.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 24, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225f70a73a5934201c2e00970f23615f0b69d2ca8a\u0022, \u0022event_fingerprint\u0022: \u00225535c85e0f6854b807e5b9ef895f87dbea310cc1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022confidence\u0022: 0.0, \u0022classification_confidence\u0022: 0.0, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_confidence_factor\u0022: 0.0, \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: \u0022a1bb66ba480f6a863cbd63e7bf92036b\u0022, \u0022path_pattern_hash\u0022: \u00229911336c7fd1406c8e284bedc6c69f4b\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022risk_score\u0022: 24}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\\u0003\ufffd\\u0007CK\ufffd\ufffd~\\u001d\ufffd\\u0015\ufffd\\u0000T]A\ufffd3hk\ufffd\ufffdK\ufffd\ufffd\ufffd|D(J\ufffd\\\\ \u0489\ufffd\ufffd\ufffd\\u0015\ufffd2\\\u0022c@I\ufffd*C#\u0490\\u0003\ufffd\ufffd\ufffd\ufffd\ufffd\u0027\\u0001\ufffd\ufffdS\ufffdK\\u0019\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\\u0003\ufffd\\u0007CK\ufffd\ufffd~\\u001d\ufffd\\u0015\ufffd\\u0000T]A\ufffd3hk\ufffd\ufffdK\ufffd\ufffd\ufffd|D(J\ufffd\\\\ \u0489\ufffd\ufffd\ufffd\\u0015\ufffd2\\\u0022c@I\ufffd*C#\u0490\\u0003\ufffd\ufffd\ufffd\ufffd\ufffd\u0027\\u0001\ufffd\ufffdS\ufffdK\\u0019\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffd`\ufffdV\ufffdR\ufffd$\ufffd(\\u0000k\\u0000j\ufffds\ufffdw\\u0000\ufffd\\u0000\ufffd\ufffd#\ufffd\u0027\\u0000g\\u0000@\ufffdr\ufffdv\\u0000\ufffd\\u0000\ufffd\ufffd\\n\ufffd\\u0014\\u00008\\u0000\ufffd\\u0000\ufffd\ufffd\\t\ufffd\\u0013\\u00002\\u0000E\\u0000D\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdQ\\u0000\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdP\\u0000=\\u0000\ufffd\\u0000\u003C\\u0000\ufffd\\u0000\ufffd\\u0000A\\u0000\ufffd\\u0001\\u0000\\u0001\\u001d\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\u0016\\u0000\\u0014\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\\u0003\ufffd\\u0007CK\ufffd\ufffd~\\u001d\ufffd\\u0015\ufffd\\u0000T]A\ufffd3hk\ufffd\ufffdK\ufffd\ufffd\ufffd|D(J\ufffd\\\\ \u0489\ufffd\ufffd\ufffd\\u0015\ufffd2\\\u0022c@I\ufffd*C#\u0490\\u0003\ufffd\ufffd\ufffd\ufffd\ufffd\u0027\\u0001\ufffd\ufffdS\ufffdK\\u0019\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022cloud_infra_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022e3fd79de3d668693e15f73bc3e342ba6e9098a1d\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\\u0003\ufffd\\u0007CK\ufffd\ufffd~\\u001d\ufffd\\u0015\ufffd\\u0000T]A\ufffd3hk\ufffd\ufffdK\ufffd\ufffd\ufffd|D(J\ufffd\\\\ \u0489\ufffd\ufffd\ufffd\\u0015\ufffd2\\\u0022c@I\ufffd*C#\u0490\\u0003\ufffd\ufffd\ufffd\ufffd\ufffd\u0027\\u0001\ufffd\ufffdS\ufffdK\\u0019\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffdCK\ufffd\ufffd~\ufffd\ufffdT]A\ufffd3hk\ufffd\ufffdK\ufffd\ufffd\ufffd|D(J\ufffd\\\\ \u0489\ufffd\ufffd\ufffd\ufffd2\\\u0022c@I\ufffd*C#\u0490\ufffd\ufffd\ufffd\ufffd\ufffd\u0027\ufffd\ufffdS\ufffdK\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab kubernetes_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte\u0022, \u0022confidence_pct\u0022: 0, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 62.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 24}, \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: 24, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022, \u0022dst_port\u0022: 6443, \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: \u0022honeypot-k8s-api\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: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0002\\u0000\\u0001\\u0000\\u0001\ufffd\\u0003\\u0003\\u0003\ufffd\\u0007CK\ufffd\ufffd~\\u001d\ufffd\\u0015\ufffd\\u0000T]A\ufffd3hk\ufffd\ufffdK\ufffd\ufffd\ufffd|D(J\ufffd\\\\ \u0489\ufffd\ufffd\ufffd\\u0015\ufffd2\\\u0022c@I\ufffd*C#\u0490\\u0003\ufffd\ufffd\ufffd\ufffd\ufffd\u0027\\u0001\ufffd\ufffdS\ufffdK\\u0019\\u0000\ufffd\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\\u00003\\u00009\\u00005\\u0000\/\ufffd,\ufffd0\\u0000\ufffd\\u0000\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\\u0000\ufffd\u0022, \u0022port\u0022: 6443, \u0022service\u0022: \u0022k8s-api\u0022, \u0022service_label_fr\u0022: \u0022K8S API\u0022}, \u0022attack_vector\u0022: \u0022kubernetes probe \u00b7 via K8S API:6443 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffdCK\ufffd\ufffd~\ufffd\ufffdT]A\ufffd3hk\ufffd\ufffdK\ufffd\ufffd\ufffd|D(J\ufffd\\\\ \u0489\ufffd\ufffd\ufffd\ufffd2\\\u0022c@I\ufffd*C#\u0490\ufffd\ufffd\ufffd\ufffd\ufffd\u0027\ufffd\ufffdS\ufffdK\ufffd395\/\ufffd,\ufffd0\ufffd\ufffd\u0329\u0328\u032a\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd]\ufffda\ufffdW\ufffdS\ufffd+\ufffd\/\ufffd\u0022, \u0022target_port_label\u0022: \u00226443 \u00b7 K8S API\u0022, \u0022emulator_service\u0022: \u0022k8s-api\u0022, \u0022confidence_reason\u0022: \u0022Confiance 0 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: null, \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 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\u0022service_banner\u0022: \u0022honeypot-k8s-api\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226443\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: [\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\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":"[\u0022k8s_api_emulated\u0022, \u0022k8s_api_payload\u0022, \u0022kubernetes_probe\u0022, \u0022net_kubernetes_probe\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":6,"bytes_in":517}],"total_events":138}