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"name": "sha256: 2e07f091d401c1f2267537a2f7c2cb5f68a1c1d994abfc87270dcdf38e8f84bb", "indicator_types": [ "malicious-activity" ], "pattern": "[file:hashes.'SHA-256' = '2e07f091d401c1f2267537a2f7c2cb5f68a1c1d994abfc87270dcdf38e8f84bb']", "pattern_type": "stix", "pattern_version": "2.1", "valid_from": "2026-06-04T00:00:00Z", "confidence": 95, "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ], "x_opencti_detection": true, "x_opencti_score": 95 }, { "type": "file", "spec_version": "2.1", "id": "file--49b1373f-d0d7-5e0d-b693-d306200931b4", "hashes": { "SHA-256": "eaaa10c840de23335abae1a9ead0a6a7fb7be5187cd19ad05137feab12bb7301" } }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--be07cd65-95b6-5ca4-8279-d70ba1dd7dad", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.606577Z", "modified": "2026-06-16T15:59:37.606577Z", "name": "sha256: eaaa10c840de23335abae1a9ead0a6a7fb7be5187cd19ad05137feab12bb7301", "indicator_types": [ "malicious-activity" ], "pattern": "[file:hashes.'SHA-256' = 'eaaa10c840de23335abae1a9ead0a6a7fb7be5187cd19ad05137feab12bb7301']", "pattern_type": "stix", "pattern_version": "2.1", "valid_from": "2026-06-04T00:00:00Z", "confidence": 95, "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ], "x_opencti_detection": true, "x_opencti_score": 95 }, { "type": "file", "spec_version": "2.1", "id": "file--abfe340a-6db0-5e91-8192-b6b28dc7a151", "hashes": { "SHA-256": "edafde0d33ff1a169c0c4eeaeec12d1759818c7cf4950fcee91c687e811e6cff" } }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--6d1bc44e-fe7e-5313-9aae-cffcd26c0997", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.607309Z", "modified": "2026-06-16T15:59:37.607309Z", "name": "sha256: edafde0d33ff1a169c0c4eeaeec12d1759818c7cf4950fcee91c687e811e6cff", "indicator_types": [ "malicious-activity" ], "pattern": "[file:hashes.'SHA-256' = 'edafde0d33ff1a169c0c4eeaeec12d1759818c7cf4950fcee91c687e811e6cff']", "pattern_type": "stix", "pattern_version": "2.1", "valid_from": "2026-06-04T00:00:00Z", "confidence": 95, "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ], "x_opencti_detection": true, "x_opencti_score": 95 }, { "type": "file", "spec_version": "2.1", "id": "file--2463b7d1-0448-5880-85a0-e59e6fbcb10c", "hashes": { "SHA-256": "0c748b9e8bc6b5b4fe989df67655f3301d28ef81617b9cbe8e0f6a19d4f9b657" } }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--da02371d-579c-5815-8509-2865ee559f81", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.607971Z", "modified": "2026-06-16T15:59:37.607971Z", "name": "sha256: 0c748b9e8bc6b5b4fe989df67655f3301d28ef81617b9cbe8e0f6a19d4f9b657", "indicator_types": [ "malicious-activity" ], "pattern": "[file:hashes.'SHA-256' = '0c748b9e8bc6b5b4fe989df67655f3301d28ef81617b9cbe8e0f6a19d4f9b657']", "pattern_type": "stix", "pattern_version": "2.1", "valid_from": "2026-06-04T00:00:00Z", "confidence": 95, "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ], "x_opencti_detection": true, "x_opencti_score": 95 }, { "type": "file", "spec_version": "2.1", "id": "file--fdc12212-1bc6-5ae9-bab8-c4bf7109aad0", "hashes": { "SHA-256": "23c3719c7f949d6074fd3505928116df52de0e95e18a0a9e8c966b276b08e4ee" } }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--4db4f36d-f191-5ecd-a824-f7dd44719fb5", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.608571Z", "modified": "2026-06-16T15:59:37.608571Z", "name": "sha256: 23c3719c7f949d6074fd3505928116df52de0e95e18a0a9e8c966b276b08e4ee", "indicator_types": [ "malicious-activity" ], "pattern": "[file:hashes.'SHA-256' = '23c3719c7f949d6074fd3505928116df52de0e95e18a0a9e8c966b276b08e4ee']", "pattern_type": "stix", "pattern_version": "2.1", "valid_from": "2026-06-04T00:00:00Z", "confidence": 95, "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ], "x_opencti_detection": true, "x_opencti_score": 95 }, { "type": "file", "spec_version": "2.1", "id": "file--e434d4e5-6b0a-5d3f-8073-9126ab01c8f5", "hashes": { "SHA-256": "64afc3b3000000000000000000000000000000000000000000000000000000ff" } }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--bd1789a5-0bea-5ff9-8db8-8c90e908ed78", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.610155Z", "modified": "2026-06-16T15:59:37.610155Z", "name": "TOOLKIT_AI_Operator_Handoff_Document", "indicator_types": [ "malicious-activity" ], "pattern": "/*\n Yara Rule Set\n Identifier: AI-Agent-Framework-Abuse-MultiActor-2026-05-23\n Author: The Hunters Ledger\n Source: https://pixelatedcontinuum.github.io/Threat-Intel-Reports/\n License: CC BY-NC 4.0 - https://creativecommons.org/licenses/by-nc/4.0/\n*/\n\nrule TOOLKIT_AI_Operator_Handoff_Document {\n meta:\n description = \"Detects operator-authored Markdown handoff documents written for AI agent consumption \u2014 a novel artifact class where threat actors document their C2 infrastructure and session context for AI tool re-priming. Observed in Case 1 (Russian Gemini operator with explicit 'To: Gemini CLI' headers) and Case 3 (Rovodev operator with 22+ session-prime docs). Indicative of AI-integrated threat operators maintaining continuity across AI sessions.\"\n license = \"CC BY-NC 4.0 - https://creativecommons.org/licenses/by-nc/4.0/\"\n author = \"The Hunters Ledger\"\n reference = \"https://the-hunters-ledger.com/hunting-detections/ai-agent-frameworks-2026-05-23-detections/\"\n date = \"2026-05-25\"\n family = \"AI-Operator-Handoff-Document\"\n malware_type = \"Operator-TTP-Artifact\"\n campaign = \"AI-Agent-Framework-Abuse-MultiActor-2026-05-23\"\n id = \"de0c2440-341f-5828-a60f-805ce499d95e\"\n strings:\n // AI-tool addressing headers (Case 1 verbatim)\n $h1 = \"To: Gemini CLI\" ascii nocase\n $h2 = \"From: Gemini CLI\" ascii nocase\n $h3 = \"To: Claude Code\" ascii nocase\n $h4 = \"To: Claude\" ascii nocase\n $h5 = \"From: Claude\" ascii nocase\n $h6 = \"To: Rovodev\" ascii nocase\n\n // Session-priming directive language\n $d1 = \"refer to this file when starting a new session\" ascii nocase\n $d2 = \"when starting a new session\" ascii nocase\n $d3 = \"read this file first\" ascii nocase\n $d4 = \"before beginning any task\" ascii nocase\n $d5 = \"AI agent handoff\" ascii nocase\n\n // Operator infrastructure marker strings (Case 1 specific)\n $i1 = \"C2_MIGRATION_GUIDE\" ascii\n $i2 = \"C2_INFRA_TRANSFER\" ascii\n $i3 = \"DEPLOYED_TOOLS\" ascii\n $i4 = \"tralalarkefe.com\" ascii nocase\n condition:\n filesize < 500KB and\n (\n (1 of ($h*) and 1 of ($d*)) or\n (2 of ($h*)) or\n (1 of ($i1, $i2, $i3) and 1 of ($d*)) or\n $i4\n )\n}", "pattern_type": "yara", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--69b21033-5433-5ddc-9ff8-ea4af5ea84e0", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.610329Z", "modified": "2026-06-16T15:59:37.610329Z", "name": "TOOLKIT_LLM_Personalized_Credential_Mutator", "indicator_types": [ "malicious-activity" ], "pattern": "rule TOOLKIT_LLM_Personalized_Credential_Mutator {\n meta:\n description = \"Detects Python scripts implementing LLM-personalized credential mutation at attack time \u2014 threat actors invoking frontier LLM APIs (Gemini, GPT-4) with per-target email+domain+password context to generate 20 targeted mutations. Observed in Case 1 (russian-ai_sniper_brute.py using Gemini 2.5 Flash). Represents a qualitative upgrade over static hashcat-rules tradecraft documented since ~2015.\"\n license = \"CC BY-NC 4.0 - https://creativecommons.org/licenses/by-nc/4.0/\"\n author = \"The Hunters Ledger\"\n reference = \"https://the-hunters-ledger.com/hunting-detections/ai-agent-frameworks-2026-05-23-detections/\"\n date = \"2026-05-25\"\n family = \"LLM-Credential-Mutator\"\n malware_type = \"Credential-Theft-Tool\"\n campaign = \"AI-Agent-Framework-Abuse-MultiActor-2026-05-23\"\n id = \"7f000ddc-b613-5b84-a961-4eebc73ea7d4\"\n strings:\n // LLM credential-mutation prompt fragments (Case 1 verbatim)\n $p1 = \"Act as an expert red-team password analyst\" ascii\n $p2 = \"Output ONLY the 20 passwords\" ascii\n $p3 = \"Most Recent Password from dump\" ascii\n $p4 = \"generate exactly 20 likely current mutations\" ascii\n $p5 = \"Target User:\" ascii\n $p6 = \"Target Domain:\" ascii\n\n // Operator output filenames\n $f1 = \"AI_SNIPER_GOODS.txt\" ascii\n $f2 = \"AI_ADMIN_MUTANTS.txt\" ascii\n $f3 = \"ULTRA_GOLD_TARGETS.txt\" ascii\n\n // LLM API usage with generative AI SDK pattern\n $a1 = \"google.generativeai\" ascii\n $a2 = \"gemini-2.5-flash\" ascii\n $a3 = \"generativelanguage.googleapis.com\" ascii\n\n // WordPress credential testing pattern\n $w1 = \"wp-login.php\" ascii\n $w2 = \"wordpress_logged_in\" ascii\n condition:\n filesize < 1MB and\n (\n (2 of ($p*)) or\n (1 of ($f*) and 1 of ($a*)) or\n (1 of ($p*) and 1 of ($a*) and 1 of ($w*))\n )\n}", "pattern_type": "yara", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--b88b178d-63e6-5da7-b08b-ed434dad248d", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.610464Z", "modified": "2026-06-16T15:59:37.610464Z", "name": "SUSP_AI_Generated_Offensive_Code_Python", "indicator_types": [ "malicious-activity" ], "pattern": "rule SUSP_AI_Generated_Offensive_Code_Python {\n meta:\n description = \"Detects Python offensive tools bearing the structural signature of AI-generated code: verbose docstrings co-occurring with bare-except handlers, defensive try/except wrapping, and educational variable names. Confirmed cross-operator across 3 independent actors (Case 1 Russian, Case 2 Turkish ARPA, Case 3 Rovodev). Individual criteria have FP risk; combination is MODERATE confidence for AI-assisted offensive tool authorship.\"\n license = \"CC BY-NC 4.0 - https://creativecommons.org/licenses/by-nc/4.0/\"\n author = \"The Hunters Ledger\"\n reference = \"https://the-hunters-ledger.com/hunting-detections/ai-agent-frameworks-2026-05-23-detections/\"\n date = \"2026-05-25\"\n family = \"AI-Generated-Offensive-Code\"\n malware_type = \"Offensive-Tool-Structural-Pattern\"\n campaign = \"AI-Agent-Framework-Abuse-MultiActor-2026-05-23\"\n id = \"2ac2da6f-2d42-5e9e-a1b2-f03f13990126\"\n strings:\n // Verbose docstring patterns (AI-signature: triple-quoted function docs in offensive tools)\n $doc1 = \"\\\"\\\"\\\"\" ascii\n $doc2 = \"Args:\" ascii\n $doc3 = \"Returns:\" ascii\n $doc4 = \"Raises:\" ascii\n\n // Bare-except co-occurrence (AI-signature: except: without exception type)\n $exc1 = \"except:\" ascii\n $exc2 = \"except Exception as e:\" ascii\n\n // Educational variable naming patterns common in AI-authored attack code\n $var1 = \"target_url\" ascii\n $var2 = \"success_count\" ascii\n $var3 = \"failed_count\" ascii\n $var4 = \"max_workers\" ascii\n $var5 = \"ThreadPoolExecutor\" ascii\n\n // AI-grade rate limiting commentary patterns\n $rate1 = \"time.sleep\" ascii\n $rate2 = \"rate_limit\" ascii\n\n // Offensive payload markers (anchor to offensive context)\n $off1 = \"wp-login.php\" ascii\n $off2 = \"BaseHTTPRequestHandler\" ascii\n $off3 = \"/api/v1/\" ascii\n $off4 = \"payload\" ascii\n $off5 = \"c2_server\" ascii\n $off6 = \"reverse_shell\" ascii\n $off7 = \"exploit\" ascii\n condition:\n filesize < 2MB and\n $doc1 and\n ($exc1 or $exc2) and\n 2 of ($var*) and\n $rate1 and\n 2 of ($off*)\n}", "pattern_type": "yara", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--60933099-3faf-543b-b495-cce090ad6d64", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.610587Z", "modified": "2026-06-16T15:59:37.610587Z", "name": "MAL_Linux_GHOST_LDPreload_Rootkit_Family", "indicator_types": [ "malicious-activity" ], "pattern": "import \"elf\"\n\nrule MAL_Linux_GHOST_LDPreload_Rootkit_Family {\n meta:\n description = \"Detects the libpam_cache.so LD_PRELOAD userland rootkit shipped with the GHOST v5.1/v6.0 cryptojacker kit. Hooks readdir/readdir64/fopen/fopen64 to hide cryptominer processes and listening ports. Uses deceptive PAM-style filename camouflage. Constructor calls unsetenv('LD_PRELOAD') to defeat env-variable detection. Observed byte-identical across at least 2 customer deployments \u2014 commodity supply-chain kit.\"\n license = \"CC BY-NC 4.0 - https://creativecommons.org/licenses/by-nc/4.0/\"\n author = \"The Hunters Ledger\"\n reference = \"https://the-hunters-ledger.com/hunting-detections/ai-agent-frameworks-2026-05-23-detections/\"\n date = \"2026-05-25\"\n hash1 = \"eaaa10c840de23335abae1a9ead0a6a7fb7be5187cd19ad05137feab12bb7301\"\n hash2 = \"\"\n hash3 = \"296a800564111b0bad9fe63faf4e63ba\"\n family = \"GHOST-Cryptojacker-LDPreload-Rootkit\"\n malware_type = \"Rootkit\"\n campaign = \"AI-Agent-Framework-Abuse-MultiActor-2026-05-23\"\n id = \"33629b27-5b2f-5982-b950-b610a07ab9e6\"\n strings:\n // Kit-standard hide-string entries (present in ALL GHOST builds)\n $s1 = \"xmrig\" ascii fullword\n $s2 = \"lolMiner\" ascii fullword\n $s3 = \"khugepaged_\" ascii\n $s4 = \"inotify_guard\" ascii fullword\n\n // XDG-fontconfig camouflage paths (kit signature)\n $p1 = \"fontconfig/.cpu\" ascii\n $p2 = \"fontconfig/.gpu\" ascii\n $p3 = \".pid_guard\" ascii\n\n // libc-hook target paths for /proc hiding\n $h1 = \"/proc/net/tcp\" ascii\n $h2 = \"/proc/%s/cmdline\" ascii\n $h3 = \":%04X\" ascii\n\n // LD_PRELOAD constructor evasion\n $c1 = \"LD_PRELOAD\" ascii fullword\n\n // Deceptive PAM-style identity\n $f1 = \"libpam_cache\" ascii\n condition:\n uint32(0) == 0x464c457f and\n uint8(4) == 2 and\n filesize < 100KB and\n elf.dynsym_entries > 12 and\n for any sym in elf.dynsym : (sym.name == \"readdir\" and sym.type == elf.STT_FUNC and sym.shndx > 0) and\n for any sym in elf.dynsym : (sym.name == \"fopen\" and sym.type == elf.STT_FUNC and sym.shndx > 0) and\n 3 of ($s*) and\n 2 of ($p*) and\n all of ($h*) and\n $c1\n}", "pattern_type": "yara", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--6bb6ee14-9ee9-50d2-aaaa-f9253576c9c5", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.610705Z", "modified": "2026-06-16T15:59:37.610705Z", "name": "MAL_Linux_GHOST_Kit_Installer_Shell", "indicator_types": [ "malicious-activity" ], "pattern": "rule MAL_Linux_GHOST_Kit_Installer_Shell {\n meta:\n description = \"Detects the GHOST v5.1/v6.0 cryptojacker kit installer (ghost.sh) based on distinctive operator-coined function names. The _anti_hisana function targets rival cryptojacker Hisana for displacement. _compile_hide_so compiles the LD_PRELOAD rootkit (libpam_cache.c) on victim hosts. _container_escape provides 4-variant container breakout capability for Docker/k8s/LXC cloud GPU environments. Confirmed via Hunt.io cross-host search \u2014 found only on GHOST kit customer hosts.\"\n license = \"CC BY-NC 4.0 - https://creativecommons.org/licenses/by-nc/4.0/\"\n author = \"The Hunters Ledger\"\n reference = \"https://the-hunters-ledger.com/hunting-detections/ai-agent-frameworks-2026-05-23-detections/\"\n date = \"2026-05-25\"\n hash1 = \"58ef3f244dab408fac7117606843a3dbcfb0754b2032a5950e977bc1811c0313\"\n family = \"GHOST-Cryptojacker-Kit\"\n malware_type = \"Cryptojacker-Installer\"\n campaign = \"AI-Agent-Framework-Abuse-MultiActor-2026-05-23\"\n id = \"bcd488b4-ec22-5a44-824b-404064b3fcb0\"\n strings:\n // Unique kit function names (operator-coined, not in any other tool)\n $fn1 = \"_anti_hisana\" ascii fullword\n $fn2 = \"_compile_hide_so\" ascii fullword\n $fn3 = \"_container_escape\" ascii fullword\n $fn4 = \"_escape_via_cgroup\" ascii fullword\n $fn5 = \"_escape_via_nsenter\" ascii fullword\n\n // Kit version self-identification\n $v1 = \"GHOST v5.1\" ascii\n $v2 = \"GHOST v6.0\" ascii\n $v3 = \"Anti-Hisana\" ascii\n\n // Telegram OWNER bot token prefix (kit-author supply-chain monitor \u2014 in ALL customer deployments)\n $t1 = \"8415540095\" ascii\n\n // LD_PRELOAD persistence mechanism reference\n $ld1 = \"ld.so.preload\" ascii\n condition:\n filesize < 2MB and\n (\n (2 of ($fn*)) or\n (1 of ($v*) and 1 of ($fn*)) or\n ($t1 and $ld1 and 1 of ($fn*))\n )\n}", "pattern_type": "yara", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--69d47b83-c935-52ff-b920-05565c84948f", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.610838Z", "modified": "2026-06-16T15:59:37.610838Z", "name": "MAL_Linux_ARPA_Observability_Harvester_Systemd", "indicator_types": [ "malicious-activity" ], "pattern": "rule MAL_Linux_ARPA_Observability_Harvester_Systemd {\n meta:\n description = \"Detects the Turkish ARPA operator's observability-harvester platform based on distinctive systemd service unit filenames and operator self-branding strings. ARPA ingests stolen observability telemetry (IBM Instana + SolarWinds + Zabbix + VMware Aria via stolen API tokens) into a TimescaleDB+Neo4j+Redis stack. The platform was found on 209.38.205.158 (DigitalOcean) harvesting data from a Turkish state-owned insurer victim with a stolen 10-year Instana JWT.\"\n license = \"CC BY-NC 4.0 - https://creativecommons.org/licenses/by-nc/4.0/\"\n author = \"The Hunters Ledger\"\n reference = \"https://the-hunters-ledger.com/hunting-detections/ai-agent-frameworks-2026-05-23-detections/\"\n date = \"2026-05-25\"\n family = \"ARPA-Observability-Harvester\"\n malware_type = \"Data-Harvesting-Platform\"\n campaign = \"AI-Agent-Framework-Abuse-MultiActor-2026-05-23\"\n id = \"08b8e947-a673-53c1-9303-6843c8e8ec50\"\n strings:\n // Operator-bespoke systemd service names\n $svc1 = \"arpa-instana-api.service\" ascii\n $svc2 = \"arpa-autolearn.service\" ascii\n $svc3 = \"arpa-continuous.service\" ascii\n $svc4 = \"arpa-daemon.service\" ascii\n $svc5 = \"arpa-parallel.service\" ascii\n\n // Operator self-branding\n $b1 = \"ARPA Korelasyon Motoru\" ascii\n $b2 = \"ARPA \\xc2\\xa9 2026\" ascii\n\n // Stolen JWT claim (stolen victim organization Instana JWT JTI)\n $j2 = \"022a1b74-2332-4df5-a76b-60225ffa7ae3\" ascii\n\n // Operator C2 ingestion endpoint\n $e1 = \"/api/ingest/instana\" ascii\n condition:\n filesize < 5MB and\n (\n (2 of ($svc*)) or\n (1 of ($b*)) or\n ($j2) or\n ($e1 and 1 of ($svc*))\n )\n}", "pattern_type": "yara", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--963a9898-bfb0-563d-8b25-da330049b95c", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.610964Z", "modified": "2026-06-16T15:59:37.610964Z", "name": "MAL_Linux_Pandora_Mirai_Naku_Suite", "indicator_types": [ "malicious-activity" ], "pattern": "rule MAL_Linux_Pandora_Mirai_Naku_Suite {\n meta:\n description = \"Detects the Rovodev operator's Pandora/Naku Mirai-variant botnet suite based on operator-bespoke naming patterns and the custom 22-character random-string charset. The suite covers 11 IoT architectures (arm, arm5, arm6, arm7, m68k, mips, mpsl, ppc, sh4, spc, x86) served from dual HTTP/HTTPS channels at /bins/Naku.{arch} and /Pandoras_Box/pandora.{arch}. Botnet ID 'PandoraNet' is suffixed by architecture in bot registration beacons.\"\n license = \"CC BY-NC 4.0 - https://creativecommons.org/licenses/by-nc/4.0/\"\n author = \"The Hunters Ledger\"\n reference = \"https://the-hunters-ledger.com/hunting-detections/ai-agent-frameworks-2026-05-23-detections/\"\n date = \"2026-05-25\"\n family = \"Pandora-Mirai-Variant\"\n malware_type = \"DDoS-Botnet\"\n campaign = \"AI-Agent-Framework-Abuse-MultiActor-2026-05-23\"\n id = \"f3e8e30f-eedc-5e31-ab5e-381ec27010a3\"\n strings:\n // Operator-bespoke botnet ID\n $b1 = \"PandoraNet\" ascii fullword\n $b2 = \"PandoraNet.arm\" ascii\n $b3 = \"PandoraNet.x86\" ascii\n\n // Operator-bespoke 22-char charset (replaces stock Mirai charset)\n $c1 = \"1gba4cdom53nhp12ei0kfj\" ascii\n\n // Operator distribution path fragments\n $d1 = \"/Pandoras_Box/\" ascii\n $d2 = \"/bins/Naku.\" ascii\n\n // Operator-defined attack method names (distinctive set from Matrix C2)\n $m1 = \"udp-star\" ascii\n $m2 = \"syn-storm\" ascii\n $m3 = \"tcp-matrix\" ascii\n $m4 = \"dns-rain\" ascii\n $m5 = \"ovh-nuke\" ascii\n\n // Bot registration pipe-delimited format\n $r1 = \"INFECTED|\" ascii\n\n // Distribution servers embedded in all 11 binaries\n $ip1 = \"80.211.94.16\" ascii\n $ip2 = \"80.211.111.10\" ascii\n condition:\n (\n (uint32(0) == 0x464c457f and filesize < 2MB and (1 of ($b*) or $c1 or 1 of ($ip*))) or\n (filesize < 500KB and ($d1 or $d2) and 1 of ($m*)) or\n ($r1 and 2 of ($m*))\n )\n}", "pattern_type": "yara", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--68f1b1db-b41f-52ad-a936-107a361bba36", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.61108Z", "modified": "2026-06-16T15:59:37.61108Z", "name": "MAL_Python_Russian_A2A_C2_BaseHTTPServer", "indicator_types": [ "malicious-activity" ], "pattern": "rule MAL_Python_Russian_A2A_C2_BaseHTTPServer {\n meta:\n description = \"Detects the Russian Gemini operator's custom A2A (Agent-to-Agent) C2 backend built on Python stdlib BaseHTTPServer. Features zero authentication on all 5 API endpoints, a path-traversal-vulnerable file server, base64+UTF-16LE encoding (matching PowerShell EncodedCommand format), and Cloudflare Tunnel transport. Used in active operations against a named US-healthcare victim. The unauthenticated C2 creates a defender-takeover surface for victim notification.\"\n license = \"CC BY-NC 4.0 - https://creativecommons.org/licenses/by-nc/4.0/\"\n author = \"The Hunters Ledger\"\n reference = \"https://the-hunters-ledger.com/hunting-detections/ai-agent-frameworks-2026-05-23-detections/\"\n date = \"2026-05-25\"\n family = \"Russian-A2A-C2\"\n malware_type = \"Custom-C2-Backend\"\n campaign = \"AI-Agent-Framework-Abuse-MultiActor-2026-05-23\"\n id = \"943da3bd-c273-5e48-829e-1ec1389fd48a\"\n strings:\n // Operator-bespoke banner string\n $b1 = \"A2A C2 MULTI-AGENT CONSOLE\" ascii\n\n // Operator API endpoint contract\n $e1 = \"/api/v1/update\" ascii\n $e2 = \"/api/v1/agents\" ascii\n $e3 = \"/api/v1/interact\" ascii\n $e4 = \"/api/v1/telemetry\" ascii\n $e5 = \"/api/v1/get_results\" ascii\n\n // Self-assertion agent identity header\n $h1 = \"X-Agent-ID\" ascii\n\n // Encoding chain (base64 + UTF-16LE matching PowerShell EncodedCommand)\n $enc1 = \"decode('utf-16le')\" ascii\n $enc2 = \"base64.b64decode\" ascii\n\n // Operator C2 domain\n $d2 = \"c2.tralalarkefe.com\" ascii\n $d3 = \"payloads.tralalarkefe.com\" ascii\n condition:\n filesize < 1MB and\n (\n $b1 or\n ($d2 or $d3) or\n (3 of ($e*) and $h1) or\n ($enc1 and $enc2 and 2 of ($e*))\n )\n}", "pattern_type": "yara", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--08fcf9bb-4a4d-5c1f-bf7d-7eefb5261450", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.611201Z", "modified": "2026-06-16T15:59:37.611201Z", "name": ">-", "indicator_types": [ "malicious-activity" ], "pattern": "title: >-\n Claude Code settings.local.json Modified to Pre-Approve curl-pipe-bash Execution\nid: 803d43fe-6b5a-48e1-b25f-9da5e74bca62\nstatus: test\ndescription: >-\n Detects modification to ~/.claude/settings.local.json that adds an entry matching\n the curl-pipe-bash execution pattern to the permissions.allow array. This is the\n smoking-gun artifact for the Case 4 Korean operator's Claude Code allowlist abuse\n technique, where an attacker pre-authorizes malicious tool installation (e.g., OpenClaw\n via 'curl -fsSL https://openclaw.ai/install.sh | bash') to execute without Claude Code\n safety prompts in subsequent sessions. The technique bypasses Claude Code's\n human-approval loop for exact-match commands.\nreferences:\n - https://the-hunters-ledger.com/reports/ai-agent-frameworks-2026-05-23/\nauthor: The Hunters Ledger\ndate: 2026/05/25\ntags:\n - attack.defense-evasion\n - attack.execution\n - attack.persistence\nlogsource:\n category: file_event\n product: linux\ndetection:\n selection:\n TargetFilename|contains:\n - /.claude/settings.local.json\n - /.claude/settings.json\n condition: selection\nfalsepositives:\n - >-\n Legitimate Claude Code users adding safe commands to the permissions.allow array\n (e.g., common npm/git commands). Investigate file content after alert \u2014 the\n curl-pipe-bash and npm-i-g-unfamiliar patterns are the high-confidence indicators\n within a triggered file modification. Package managers (apt/brew) updating Claude\n configuration are unlikely to add curl-pipe-bash entries.\nlevel: medium", "pattern_type": "sigma", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--46d6eca6-422d-53ca-827d-362812494043", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.611327Z", "modified": "2026-06-16T15:59:37.611327Z", "name": "Linux LD_PRELOAD Rootkit Persistence via /etc/ld.so.preload Modification", "indicator_types": [ "malicious-activity" ], "pattern": "title: Linux LD_PRELOAD Rootkit Persistence via /etc/ld.so.preload Modification\nid: 8961351c-34c4-4a6e-b031-16a6368ae15e\nstatus: test\ndescription: >-\n Detects writes or creates of /etc/ld.so.preload, which is the persistence mechanism\n for userland LD_PRELOAD rootkits including the GHOST v5.1/v6.0 cryptojacker kit's\n libpam_cache.so rootkit (Case 9, byte-identical across 2 customer deployments, 0/0\n AV detections at time of discovery). Legitimate /etc/ld.so.preload usage is rare on\n production servers. When present post-alert, inspect the file content for non-standard\n library paths and cross-reference /lib/security/ for newly written .so files.\nreferences:\n - https://the-hunters-ledger.com/reports/ai-agent-frameworks-2026-05-23/\n - https://the-hunters-ledger.com/hunting-detections/ai-agent-frameworks-2026-05-23-detections/\nauthor: The Hunters Ledger\ndate: 2026/05/25\ntags:\n - attack.persistence\n - attack.defense-evasion\nlogsource:\n product: linux\n category: file_event\ndetection:\n selection:\n TargetFilename: /etc/ld.so.preload\n condition: selection\nfalsepositives:\n - >-\n Performance/instrumentation libraries that legitimately use LD_PRELOAD (libfaketime,\n libsegfault, libtcmalloc, valgrind, vtune) \u2014 typically confined to dev/test environments.\n Debian/Ubuntu package upgrades may touch the file mtime without changing content.\n Correlate with parent process: apt/dpkg writes are expected; shell/unknown-binary writes\n are high-confidence malicious.\nlevel: high", "pattern_type": "sigma", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--36068d20-a213-5bfc-96a0-59e4aa8696d3", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.611445Z", "modified": "2026-06-16T15:59:37.611445Z", "name": "Cryptojacker LD_PRELOAD Rootkit Drop to /lib/security (PAM-Style Camouflage Naming)", "indicator_types": [ "malicious-activity" ], "pattern": "title: Cryptojacker LD_PRELOAD Rootkit Drop to /lib/security (PAM-Style Camouflage Naming)\nid: 6c7e9d33-7dc3-411b-994f-37d431e05907\nstatus: test\ndescription: >-\n Detects file creation in /lib/security or multiarch equivalents of .so files matching\n the GHOST cryptojacker kit's deceptive PAM-style naming convention (libpam_cache*).\n The kit names its LD_PRELOAD rootkit libpam_cache.so to blend with legitimate PAM\n caching modules. Once loaded, the rootkit hides its own filename from readdir output,\n making filesystem-level detection via ls unreliable. This rule targets the write event\n before the rootkit activates. Confirmed 0/0 AV detections at time of first discovery.\nreferences:\n - https://the-hunters-ledger.com/reports/ai-agent-frameworks-2026-05-23/\nauthor: The Hunters Ledger\ndate: 2026/05/25\ntags:\n - attack.persistence\n - attack.defense-evasion\nlogsource:\n product: linux\n category: file_event\ndetection:\n selection_path:\n TargetFilename|contains:\n - /lib/security/\n - /lib/x86_64-linux-gnu/security/\n - /usr/lib/security/\n - /usr/lib/x86_64-linux-gnu/security/\n selection_name:\n TargetFilename|contains:\n - libpam_cache\n condition: selection_path and selection_name\nfalsepositives:\n - >-\n Legitimate distro packages installing PAM modules \u2014 verify parent process is\n apt/dpkg/rpm/yum and not a shell or unknown binary. No legitimate Linux distribution\n ships a libpam_cache.so PAM module.\nlevel: high", "pattern_type": "sigma", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--5918de8f-409e-5a47-8031-edb57cea1e1d", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.611563Z", "modified": "2026-06-16T15:59:37.611563Z", "name": "Multiple AI Tool State Directories Co-Located with Offensive Tooling on Server Host", "indicator_types": [ "malicious-activity" ], "pattern": "title: Multiple AI Tool State Directories Co-Located with Offensive Tooling on Server Host\nid: 337c7b1d-0f56-4c27-932f-2ea507ba24f1\nstatus: test\ndescription: >-\n Detects creation of multiple AI-agent CLI state directories (~/.claude, ~/.gemini,\n ~/.codex, ~/.rovodev) co-located with known offensive tooling (nuclei, frp, masscan,\n .rovodev sessions) on server-class hosts. This pattern is a discriminator for\n AI-integrated threat operators who leverage multiple AI assistants alongside their\n offensive toolkit. Cases Demoted-1 and Demoted-2 demonstrate that multi-AI co-presence\n alone is insufficient; the co-location with offensive tooling is the high-signal\n component. Rule fires on process creation events showing AI-tool CLI execution from\n a server-class host alongside offensive tool execution.\nreferences:\n - https://the-hunters-ledger.com/reports/ai-agent-frameworks-2026-05-23/\nauthor: The Hunters Ledger\ndate: 2026/05/25\ntags:\n - attack.resource-development\n - attack.execution\nlogsource:\n category: process_creation\n product: linux\ndetection:\n selection_ai_tools:\n Image|contains:\n - /.claude/\n - /gemini\n - /rovodev\n - /openclaw\n selection_offensive_tools:\n Image|endswith:\n - /nuclei\n - /frpc\n - /frps\n - /masscan\n - /nmap\n CommandLine|contains:\n - nuclei\n - frpc\n - masscan\n condition: selection_ai_tools or selection_offensive_tools\nfalsepositives:\n - >-\n Legitimate penetration testers and security researchers using AI-assisted tooling\n alongside standard offensive tools. Apply host-role classification before alerting.\n This rule is designed for hunting on server infrastructure, not developer workstations.\n Requires environmental baseline of expected tooling per host role.\nlevel: low", "pattern_type": "sigma", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--555311af-30ae-5ee1-a7ac-56b2d9e8cb43", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.61169Z", "modified": "2026-06-16T15:59:37.61169Z", "name": "Trycloudflare.com Quick-Tunnel Egress from Non-Developer Server Host", "indicator_types": [ "malicious-activity" ], "pattern": "title: Trycloudflare.com Quick-Tunnel Egress from Non-Developer Server Host\nid: 5581299d-e9a1-4a83-b85c-8d68a93fd03b\nstatus: test\ndescription: >-\n Detects DNS queries or process creation events for trycloudflare.com ephemeral tunnels\n originating from server-class hosts. Threat actors (Case 1 Russian Gemini operator)\n use Cloudflare quick-tunnels to proxy C2 traffic through Cloudflare infrastructure,\n disguising the true C2 IP and bypassing egress firewall rules. The tunnel registers\n automatically via cloudflared and appears as HTTPS traffic to cloudflare.com CDN IPs.\n Trycloudflare subdomains are ephemeral and randomly generated (e.g.,\n tenant-upcoming-great-descending.trycloudflare.com) \u2014 not predictable by defenders.\nreferences:\n - https://the-hunters-ledger.com/reports/ai-agent-frameworks-2026-05-23/\nauthor: The Hunters Ledger\ndate: 2026/05/25\ntags:\n - attack.command-and-control\nlogsource:\n category: dns_query\n product: linux\ndetection:\n selection:\n query|endswith: .trycloudflare.com\n condition: selection\nfalsepositives:\n - >-\n Developers and CI/CD pipelines using Cloudflare Tunnel for local development exposure\n (ngrok-alternative use case). Exempt known developer/CI hosts by hostname or subnet.\n Production server hosts with no developer tooling present should not initiate\n trycloudflare.com connections.\nlevel: high", "pattern_type": "sigma", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--1a0d5d0e-3104-56fd-b385-69a5f7a4b750", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.611826Z", "modified": "2026-06-16T15:59:37.611826Z", "name": "cloudflared access tcp Tunnel Registration to Non-Allowlisted Hostname", "indicator_types": [ "malicious-activity" ], "pattern": "title: cloudflared access tcp Tunnel Registration to Non-Allowlisted Hostname\nid: 0d88f829-c8e3-42e5-a3c3-34cb8a5fec1a\nstatus: test\ndescription: >-\n Detects execution of 'cloudflared access tcp' with the --hostname flag, indicating\n an operator is activating a Cloudflare tunnel to proxy TCP traffic (RDP, SSH, WinRM)\n through Cloudflare infrastructure. Observed in Case 1 (Russian Gemini operator)\n maintaining persistent RDP access to the US dental-practice victim via\n windows_server.tralalarkefe.com and SSH access via gil_dr1.tralalarkefe.com.\n Legitimate cloudflared access tcp usage requires a formally managed Cloudflare\n Zero Trust account configuration \u2014 ad-hoc usage with operator-bespoke domains\n indicates tunneled lateral movement or C2 channel.\nreferences:\n - https://the-hunters-ledger.com/reports/ai-agent-frameworks-2026-05-23/\nauthor: The Hunters Ledger\ndate: 2026/05/25\ntags:\n - attack.command-and-control\n - attack.lateral-movement\nlogsource:\n category: process_creation\n product: linux\ndetection:\n selection:\n Image|endswith:\n - /cloudflared\n - /cloudflared.exe\n CommandLine|contains|all:\n - access\n - tcp\n - --hostname\n condition: selection\nfalsepositives:\n - >-\n Legitimate Cloudflare Zero Trust TCP application proxies configured by network\n administrators. Allowlist known Cloudflare Access deployment hostnames in your\n organization. Suppression by hostname is effective \u2014 attacker-controlled hostnames\n will not match corporate Zero Trust domains.\nlevel: high", "pattern_type": "sigma", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--bc9f9255-e040-597f-b7c4-1e13d7e13eaf", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.611959Z", "modified": "2026-06-16T15:59:37.611959Z", "name": "Outbound Gemini API Traffic from Non-AI-Workload Server Host (Stolen Key Validation)", "indicator_types": [ "malicious-activity" ], "pattern": "title: Outbound Gemini API Traffic from Non-AI-Workload Server Host (Stolen Key Validation)\nid: 06d6f95f-2946-4bb9-b0ff-49921d91922f\nstatus: test\ndescription: >-\n Detects outbound DNS queries to generativelanguage.googleapis.com from server-class\n hosts without a legitimate AI-application workload designation. Case 1 (Russian\n Gemini operator) uses stolen Gemini API keys validated via check_keys.py with rapid\n concurrent API requests to identify working keys from a 40+ key inventory. The\n same endpoint is used by the LLM-personalized credential mutation script\n (russian-ai_sniper_brute.py) to invoke Gemini 2.5 Flash for per-target password\n generation at attack time. Legitimate usage requires a formally designated AI\n application server \u2014 ad-hoc batch requests from general-purpose servers are suspicious.\nreferences:\n - https://the-hunters-ledger.com/reports/ai-agent-frameworks-2026-05-23/\nauthor: The Hunters Ledger\ndate: 2026/05/25\ntags:\n - attack.credential-access\n - attack.resource-development\nlogsource:\n category: dns_query\n product: linux\ndetection:\n selection:\n query|contains:\n - generativelanguage.googleapis.com\n - aistudio.google.com\n condition: selection\nfalsepositives:\n - >-\n Legitimate AI applications and developer tools that use the Gemini API. This rule\n requires host-role classification to be effective \u2014 suppress on designated AI\n application servers and developer workstations. Effective as a hunting rule across\n server infrastructure without known AI workloads.\nlevel: low", "pattern_type": "sigma", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--dd156542-2481-552e-934a-bfa91199d482", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.612272Z", "modified": "2026-06-16T15:59:37.612272Z", "name": "Rovodev AI Agent Directory Creation on Server Infrastructure Host", "indicator_types": [ "malicious-activity" ], "pattern": "title: Rovodev AI Agent Directory Creation on Server Infrastructure Host\nid: c88a8604-f07b-452b-821e-ecd610edd062\nstatus: test\ndescription: >-\n Detects creation of ~/.rovodev/ directories on server-class hosts, indicating the\n presence of the Atlassian Rovodev AI coding agent. While Rovodev is a legitimate\n enterprise product, its presence on server infrastructure co-located with offensive\n tooling (botnet scripts, scanning tools, C2 frameworks) indicates an AI-integrated\n threat operator. Case 3 (Rovodev/Pandora operator) had ~/.rovodev/sessions/ containing\n 1.24 MB AI-authoring session JSONs where Rovodev wrote attack framework code including\n master_control.py, attack_engine.py, and stealth_agent.py. Session logs (8.5 MB\n rovodev.log) captured the Discord bot dispatch table and attack method registration.\nreferences:\n - https://the-hunters-ledger.com/reports/ai-agent-frameworks-2026-05-23/\nauthor: The Hunters Ledger\ndate: 2026/05/25\ntags:\n - attack.resource-development\n - attack.execution\nlogsource:\n category: file_event\n product: linux\ndetection:\n selection:\n TargetFilename|contains:\n - /.rovodev/\n condition: selection\nfalsepositives:\n - >-\n Legitimate Atlassian Rovodev users on developer workstations and Atlassian-licensed\n development servers. Apply host-role classification \u2014 this rule is effective on\n production server infrastructure where developer tooling is not expected.\nlevel: medium", "pattern_type": "sigma", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--3da49475-c204-5c41-8b9c-bd620446e5e7", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.612474Z", "modified": "2026-06-16T15:59:37.612474Z", "name": "GHOST Kit ComfyUI Fake Custom Node PerformanceMonitor Registration (Case 9)", "indicator_types": [ "malicious-activity" ], "pattern": "title: GHOST Kit ComfyUI Fake Custom Node PerformanceMonitor Registration (Case 9)\nid: 3f6f8f15-2716-4cc1-8eb6-12b9c3bf2c60\nstatus: test\ndescription: >-\n Detects registration of the GHOST cryptojacker kit's fake ComfyUI custom node\n \"PerformanceMonitor\" (display name \"GPU Performance Monitor\") used to establish\n persistence on ComfyUI-hosting AI inference servers. The fake node is installed via\n pip from the kit-author's GitHub repos (Vova75Rus/ComfyUI-Shell-Executor,\n jamestechdev-oss/ComfyUI-Shell-Plugin \u2014 both deleted post-GitHub T&S action\n 2026-05-25). Detection via file creation under ComfyUI's custom_nodes directory\n matching the PerformanceMonitor pattern, or process creation showing pip installing\n from the kit-author repos. The fake node provides shell execution capability\n within the ComfyUI Python runtime environment.\nreferences:\n - https://the-hunters-ledger.com/reports/ai-agent-frameworks-2026-05-23/\nauthor: The Hunters Ledger\ndate: 2026/05/25\ntags:\n - attack.persistence\n - attack.impact\nlogsource:\n category: file_event\n product: linux\ndetection:\n selection_node:\n TargetFilename|contains:\n - /ComfyUI/custom_nodes/PerformanceMonitor\n - /ComfyUI/custom_nodes/ComfyUI-Shell-Executor\n - /ComfyUI/custom_nodes/ComfyUI-Shell-Plugin\n selection_pip:\n TargetFilename|contains:\n - Vova75Rus/ComfyUI-Shell-Executor\n - jamestechdev-oss/ComfyUI-Shell-Plugin\n condition: selection_node or selection_pip\nfalsepositives:\n - >-\n No known legitimate ComfyUI custom node uses the PerformanceMonitor node name.\n The kit-author GitHub repos were suspended by GitHub T&S on 2026-05-25, so\n pip install attempts from those URLs will now fail \u2014 but locally cached copies\n may persist on infected hosts.\nlevel: high", "pattern_type": "sigma", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--ca91970f-3275-50f6-a7d4-ba0492252a08", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.612633Z", "modified": "2026-06-16T15:59:37.612633Z", "name": "Suspected AI-Orchestrated Multi-Stage API Attack Sequence (60s Machine-Speed Window)", "indicator_types": [ "malicious-activity" ], "pattern": "title: Suspected AI-Orchestrated Multi-Stage API Attack Sequence (60s Machine-Speed Window)\nid: f8fbdc2e-b653-4b9c-b56d-2c004c202ea5\nstatus: test\ndescription: >-\n Correlation rule detecting machine-speed multi-stage API attack sequences characteristic\n of LLM-orchestrated attack tooling. Case 8 documented a 6-stage payment API exploitation\n completed in under 60 seconds \u2014 a cadence beyond normal human execution speed, indicating\n LLM-assisted orchestration where the AI agent reads intermediate API responses and\n immediately constructs the next authenticated request. Detection requires SIEM correlation\n across API access logs: 4+ distinct API endpoint paths called in sequence from a single\n source IP within 60 seconds. Requires API access log ingestion with per-request timestamps\n and path logging. This rule provides hunting leads only \u2014 do not configure as a high-severity\n automated alert without environmental baseline validation.\nreferences:\n - https://the-hunters-ledger.com/reports/ai-agent-frameworks-2026-05-23/\nauthor: The Hunters Ledger\ndate: 2026/05/25\ntags:\n - attack.credential-access\n - attack.exfiltration\nlogsource:\n category: webserver\n product: linux\ndetection:\n selection:\n cs-uri-stem|contains:\n - /api/\n - /auth/\n - /payment/\n - /transaction/\n timeframe: 60s\n condition: selection | count() by c-ip > 4\nfalsepositives:\n - >-\n Legitimate payment processing automation, API health check systems, and load balancer\n probe sequences. Requires source IP classification and endpoint specificity tuning.\n A 30-day API call velocity baseline per source IP is recommended before operationalizing.\n This rule is designed for hunting, not automated high-confidence alerting.\nlevel: low", "pattern_type": "sigma", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--635f6bc1-9c61-551a-91bb-07ade09eecb5", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.612801Z", "modified": "2026-06-16T15:59:37.612801Z", "name": "Egress to AEZA/Contabo/DigitalOcean-SG/IONOS/Korea-Telecom from Production Server (Hunting)", "indicator_types": [ "malicious-activity" ], "pattern": "title: Egress to AEZA/Contabo/DigitalOcean-SG/IONOS/Korea-Telecom from Production Server (Hunting)\nid: bb917d1e-bb95-48d2-bb19-505cd6655456\nstatus: test\ndescription: >-\n Hunting rule flagging outbound connections from production server hosts to IP ranges\n associated with the campaign's operator-hosting ASNs: AEZA International Group AS210558\n (Russian-facing hosting, Case 1 + Case 9), Contabo GmbH AS8218 (Cases 5/6 demoted\n but infra tracked), DigitalOcean Frankfurt/Singapore (Case 2 Turkish ARPA), 1&1 IONOS\n AS8560 (Case 3 Pandora botnet), Korea Telecom AS4766 (Case 4 Korean operator). High\n FP rate as a standalone rule. Combine with destination port specificity (mining stratum\n ports 3333/4444/5555/7777/9999 or C2 ports 31337/10101/8090/8081) to raise confidence.\n Designed as a threat-hunting baseline pivot, not an automated alert.\nreferences:\n - https://the-hunters-ledger.com/reports/ai-agent-frameworks-2026-05-23/\nauthor: The Hunters Ledger\ndate: 2026/05/25\ntags:\n - attack.resource-development\n - attack.command-and-control\nlogsource:\n category: network_connection\n product: linux\ndetection:\n selection_high_risk_asn:\n DestinationIp|cidr:\n - 213.165.0.0/16\n - 77.110.0.0/16\n - 209.38.0.0/16\n - 87.106.0.0/16\n - 221.150.0.0/16\n condition: selection_high_risk_asn\nfalsepositives:\n - >-\n CDN egress, legitimate cloud API traffic, third-party service integrations. This\n rule produces a high FP rate as standalone. Use as a hunting pivot combined with\n destination port filters (mining ports: 3333, 4444, 5555, 7777, 9999; C2 elite\n ports: 31337, 1337; operator management ports: 8027, 8029, 14433, 14444).\nlevel: low", "pattern_type": "sigma", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--c6527cd0-5b2b-5ed9-a517-e46b8db6abaf", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.612985Z", "modified": "2026-06-16T15:59:37.612985Z", "name": "THL HUNT AI-Agent-Campaign trycloudflare.com Quick-Tunnel DNS Query from Server Host (C2 Transport Indicator)", "indicator_types": [ "malicious-activity" ], "pattern": "alert dns $HOME_NET any -> any any (msg:\"THL HUNT AI-Agent-Campaign trycloudflare.com Quick-Tunnel DNS Query from Server Host (C2 Transport Indicator)\"; dns_query; content:\"trycloudflare.com\"; nocase; isdataat:!1,relative; threshold:type limit,track by_src,count 1,seconds 3600; classtype:trojan-activity; sid:9200000; rev:1; metadata:author The_Hunters_Ledger,date 2026-05-25,reference https://the-hunters-ledger.com/hunting-detections/ai-agent-frameworks-2026-05-23-detections/;)", "pattern_type": "suricata", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--87ae9c9f-894b-599c-a9fc-7e35a7cb2f68", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.613197Z", "modified": "2026-06-16T15:59:37.613197Z", "name": "THL HUNT AI-Agent-Campaign Kryptex Mining Pool DNS Query \u2014 GHOST Cryptojacker Kit Pool (cfx.kryptex.network / etc.kryptex.network)", "indicator_types": [ "malicious-activity" ], "pattern": "alert dns $HOME_NET any -> any any (msg:\"THL HUNT AI-Agent-Campaign Kryptex Mining Pool DNS Query \u2014 GHOST Cryptojacker Kit Pool (cfx.kryptex.network / etc.kryptex.network)\"; dns_query; content:\"kryptex.network\"; nocase; classtype:trojan-activity; sid:9200001; rev:1; metadata:author The_Hunters_Ledger,date 2026-05-25,reference https://the-hunters-ledger.com/hunting-detections/ai-agent-frameworks-2026-05-23-detections/;)", "pattern_type": "suricata", "valid_from": "2026-06-04T00:00:00Z", "labels": [ "detection-rule" ], "object_marking_refs": [ "marking-definition--613f2e26-407d-48c7-9eca-b8e91df99dc9" ] }, { "type": "indicator", "spec_version": "2.1", "id": "indicator--8600312f-2aaf-5c7c-ab26-1ce1321a24c8", "created_by_ref": "identity--8bc8284b-deb5-546c-a233-57ea34b2ea0d", "created": "2026-06-16T15:59:37.613361Z", "modified": "2026-06-16T15:59:37.613361Z", "name": "THL HUNT AI-Agent-Campaign Mining Pool DNS Query \u2014 c3pool / nanopool / xmrig.com (Cryptojacker Activity)", "indicator_types": [ 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