event_id stringlengths 36 36 | timestamp timestamp[s]date 2020-07-12 21:38:20 2030-07-10 06:49:21 | event_type stringclasses 8 values | source stringclasses 20 values | severity stringclasses 6 values | raw_log stringlengths 91 282 | advanced_metadata dict | src_ip stringlengths 8 15 ⌀ | dst_ip stringlengths 3 15 ⌀ | alert_type stringclasses 17 values | signature_id stringlengths 8 8 ⌀ | category stringclasses 5 values | additional_info stringlengths 18 148 | description stringlengths 45 225 | action stringclasses 55 values | bytes int64 105 1,000k ⌀ | protocol stringclasses 10 values | user stringlengths 3 22 ⌀ | object stringlengths 1 32 ⌀ | process_id int64 100 10k ⌀ | parent_process stringclasses 4 values | behavioral_analytics dict | device_type stringclasses 5 values | device_id stringlengths 12 12 ⌀ | firmware_version stringclasses 100 values | src_port int64 1 65.5k ⌀ | dst_port int64 1 65.5k ⌀ | duration int64 1 3.6k ⌀ | method stringclasses 7 values | mac_address stringlengths 17 17 ⌀ | model_id stringlengths 14 14 ⌀ | input_hash stringlengths 32 64 ⌀ | output_hash stringlengths 32 64 ⌀ | cloud_service stringclasses 5 values | resource_id stringlengths 12 12 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
cc007315-3959-431a-b438-c59cfade1480 | 2025-05-21T09:54:12 | endpoint | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint memory_injection /into/ahead.html by moralesdeborah No additional info | {
"geo_location": "Trinidad and Tobago",
"device_hash": "d7c43988021850f00e4790c5af98f4bf7cff8585",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_6 rv:2.0; raj-IN) AppleWebKit/534.17.5 (KHTML, like Gecko) Version/4.0.1 Safari/534.17.5",
"session_id": "79e3b835-2d9f-4abf-b619-e820c8ed5e7f",
"risk_score": 51.87,
"confidence": 0.2
} | null | null | null | null | null | No additional info | Endpoint memory_injection /into/ahead.html by moralesdeborah No additional info | memory_injection | null | null | moralesdeborah | /into/ahead.html | 4,604 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1558f843-8782-4c3f-809b-f432c7e88737 | 2025-04-25T09:18:58 | iot | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|high| desc=IoT device Thermostat unusual_activity MITRE Technique: T1543.003 | {
"geo_location": "Venezuela",
"device_hash": "90bb9cafd6b925bb22b93ec19c7742c2",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/6442-09-20 08:39:08 Firefox/3.6.18",
"session_id": "cd9fb051-d361-4e49-9c2e-97a986bd5abf",
"risk_score": 28.82,
"confidence": 0.79
} | null | null | null | null | null | MITRE Technique: T1543.003 | IoT device Thermostat unusual_activity MITRE Technique: T1543.003 | unusual_activity | null | null | null | null | null | null | null | Thermostat | iot-befce23e | 4.3 | null | null | null | null | null | null | null | null | null | null |
d056eaf1-c100-4dc3-a2f7-d512c38b4d00 | 2025-03-25T13:45:40 | endpoint | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint registry_change /process/door.avi by shane97 Living-off-the-land technique detected | {
"geo_location": "Belarus",
"device_hash": "943bba8aaba7ee12c7dd7af768cb16d58a3d46cc892169463c82a8d58deec61c",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_3 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) CriOS/50.0.830.0 Mobile/01N173 Safari/534.1",
"session_id": "123d170e-be9b-437d-a80b-2b80c26a355d",
"risk_score": 55.54,
"confidence": 0.13
} | null | null | null | null | null | Living-off-the-land technique detected | Endpoint registry_change /process/door.avi by shane97 Living-off-the-land technique detected | registry_change | null | null | shane97 | /process/door.avi | 3,764 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cb1e22ba-a3cf-435b-ae7d-89d5e5b87973 | 2025-05-23T16:01:36 | network | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|high| desc=Network beaconing from 149.95.3.114 to 18.18.81.169 Associated Threat Actor: APT29 | {
"geo_location": "Venezuela",
"device_hash": "ef0c4d4594a79a05b6a48ad6a88ff020c80745db",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/534.36.6 (KHTML, like Gecko) Version/4.1 Safari/534.36.6",
"session_id": "ad233498-8f12-4ffa-800a-ee9c8e2e0af7",
"risk_score": 76.93,
"confidence": 0.13
} | 149.95.3.114 | 18.18.81.169 | null | null | null | Associated Threat Actor: APT29 | Network beaconing from 149.95.3.114 to 18.18.81.169 Associated Threat Actor: APT29 | beaconing | 975,070 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0ca0da2d-b182-41ec-b982-96e867d40a0e | 2024-05-31T13:48:25 | network | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|low| desc=Network covert_channel from 28.213.1.127 to 167.234.232.218 No additional info | {
"geo_location": "Holy See (Vatican City State)",
"device_hash": "a8bea6fee56b52c958dd69908fd757b5acac5c18",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_6 rv:4.0; uk-UA) AppleWebKit/535.33.3 (KHTML, like Gecko) Version/5.0.5 Safari/535.33.3",
"session_id": "129f1d7c-8657-48ad-adac-402effb63b2f",
"risk_score": 20.34,
"confidence": 0.71
} | 28.213.1.127 | 167.234.232.218 | null | null | null | No additional info | Network covert_channel from 28.213.1.127 to 167.234.232.218 No additional info | covert_channel | 123,993 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
85db99cd-e0ea-42db-b3f3-cdc6e87393c1 | 2025-02-24T06:38:52 | ids_alert | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|high| desc=Carbon Black Alert: DNS Tunneling detected from 157.126.132.32 targeting 183.60.61.123 No additional info | {
"geo_location": "Sierra Leone",
"device_hash": "eb9f16f8ae389ece6ff06831c47e0fa2d59a807e",
"user_agent": "Opera/8.56.(X11; Linux x86_64; ht-HT) Presto/2.9.179 Version/10.00",
"session_id": "d4ca8614-d61c-41a7-a7dd-f48e224ec498",
"risk_score": 36.91,
"confidence": 0.85
} | 157.126.132.32 | 183.60.61.123 | DNS Tunneling | SIG-9275 | Policy | No additional info | Carbon Black Alert: DNS Tunneling detected from 157.126.132.32 targeting 183.60.61.123 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d96ca541-4c5a-4ac7-9689-544662eb9bbd | 2025-02-16T04:20:29 | endpoint | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint registry_change spring by bbuchanan No additional info | {
"geo_location": "Bahamas",
"device_hash": "20c9bb2dda21e2154d51f3f748a1a8a57c6fed4ed68703471f3c95e9d506d5af",
"user_agent": "Mozilla/5.0 (Windows 98; uz-UZ; rv:1.9.2.20) Gecko/9058-02-07 08:57:17 Firefox/3.8",
"session_id": "ee9bf6c6-558c-457a-93f4-1ef62652d32b",
"risk_score": 50.16,
"confidence": 0.51
} | null | null | null | null | null | No additional info | Endpoint registry_change spring by bbuchanan No additional info | registry_change | null | null | bbuchanan | spring | 2,531 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2671afbe-9997-49c9-8b2f-b165ab260f34 | 2025-01-31T22:02:21 | iot | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical protocol_violation No additional info noise=blog/list/categories | {
"geo_location": "Ireland",
"device_hash": "3664a3d01ce38ca8d4609bbb25574436c31ab903",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; lt-LT) AppleWebKit/532.34.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B117 Safari/6532.34.3",
"session_id": "29da7898-c010-4d4e-bbac-efcce07dc8bf",
"risk_score": 56.43,
"confidence": 0.7
} | null | null | null | null | null | No additional info | IoT device Medical protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | null | Medical | iot-13663fcc | 7.7 | null | null | null | null | null | null | null | null | null | null |
d285d40e-d2e8-4c91-9711-1f990c421bf9 | 2025-04-05T02:00:06 | iot | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat sensor_spoofing No additional info | {
"geo_location": "Uganda",
"device_hash": "fd53a21bc215381d062649a53126c3c8eaa66d92",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; gv-GB) AppleWebKit/531.42.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6531.42.1",
"session_id": "7580ff96-3c09-4b37-a8f1-e601757d8366",
"risk_score": 68.15,
"confidence": 0.03
} | null | null | null | null | null | No additional info | IoT device Thermostat sensor_spoofing No additional info | sensor_spoofing | null | null | null | null | null | null | null | Thermostat | iot-9f4362f7 | 6.8 | null | null | null | null | null | null | null | null | null | null |
9e52bd9b-e121-44a7-b4b7-0da846448293 | 2025-05-31T10:52:38 | firewall | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|high| desc=Firewall drop HTTPS traffic from 85.110.13.185:55013 to 150.125.171.228:675 No additional info noise=artist|operation|vote | {
"geo_location": "Nigeria",
"device_hash": "3171b18208e9df9c39f85c34d02b984b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/3.1)",
"session_id": "b6b7aa81-aeaa-4b0a-b632-53300b5ba493",
"risk_score": 73.69,
"confidence": 0.68
} | 85.110.13.185 | 150.125.171.228 | null | null | null | No additional info | Firewall drop HTTPS traffic from 85.110.13.185:55013 to 150.125.171.228:675 No additional info | drop | 164,168 | HTTPS | null | null | null | null | null | null | null | null | 55,013 | 675 | 1,719 | null | null | null | null | null | null | null |
b5bd5eae-aa2f-4ea5-a7f4-82e8ab9eca6e | 2025-02-13T18:25:51 | network | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|critical| desc=Network data_exfiltration from 54.225.6.12 to 131.54.153.51 No additional info | {
"geo_location": "China",
"device_hash": "e639644ab236028a92419842afebffd4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.0; Trident/4.1)",
"session_id": "e0709eda-76b9-4c7f-938c-25511d6500c9",
"risk_score": 58.42,
"confidence": 0.1
} | 54.225.6.12 | 131.54.153.51 | null | null | null | No additional info | Network data_exfiltration from 54.225.6.12 to 131.54.153.51 No additional info | data_exfiltration | 881,548 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4e680cb9-8bc1-4114-b2ca-53603e127956 | 2025-04-12T18:33:14 | ids_alert | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|medium| desc=Microsoft Sentinel Alert: Zero-Day Exploit detected from 134.224.131.205 targeting 13.96.50.250 MITRE Technique: T1218.011 | {
"geo_location": "American Samoa",
"device_hash": "0e8f005ca21e5b0468a4cbce0a572543a41a6086f3466db5cdd168efd39855fd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/4.0)",
"session_id": "33d181e7-c7e6-4fe2-9686-1015dbf64839",
"risk_score": 26.16,
"confidence": 0.68
} | 134.224.131.205 | 13.96.50.250 | Zero-Day Exploit | SIG-2271 | Evasion | MITRE Technique: T1218.011 | Microsoft Sentinel Alert: Zero-Day Exploit detected from 134.224.131.205 targeting 13.96.50.250 MITRE Technique: T1218.011 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
baa86c32-1faa-4082-889f-0d40654596b3 | 2025-04-13T08:10:24 | ai | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|info| desc=AI system model_inversion by timothy58 No additional info | {
"geo_location": "Angola",
"device_hash": "ed8b07992e5fed8608db09ad58313d502af8b7ce2e57d78745f7127e451f98e7",
"user_agent": "Mozilla/5.0 (Windows NT 11.0) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/39.0.873.0 Safari/532.2",
"session_id": "93ac2b68-c0e1-4d6e-a7cd-27d7f81955e0",
"risk_score": 49.78,
"confidence": 0.19
} | null | null | null | null | null | No additional info | AI system model_inversion by timothy58 No additional info | model_inversion | null | null | timothy58 | null | null | null | null | null | null | null | null | null | null | null | null | model-1a4db4cc | 156ee9412936f13066c3a42eb59de9809d69bc8dd6dc73c9de34024d1ad4130c | b8f293a15f8073d09b4f709f96a12491ca8693a238d77302b5d3a1360606ffb9 | null | null |
c0cbd2a7-cd59-4783-8788-ba192896081f | 2025-02-26T18:33:23 | ai | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|critical| desc=AI system api_abuse by johnbrewer No additional info noise=minute|season|about | {
"geo_location": "Saint Helena",
"device_hash": "def13ca7604cb41cef80216e60d00224",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_0) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/34.0.874.0 Safari/532.2",
"session_id": "6aa8cde5-2ad9-4323-b21d-c48fe11c735b",
"risk_score": 36.5,
"confidence": 1
} | null | null | null | null | null | No additional info | AI system api_abuse by johnbrewer No additional info | api_abuse | null | null | johnbrewer | null | null | null | null | null | null | null | null | null | null | null | null | model-9b98f592 | 820b61acb0aaf5fec5460c553a31dd2d2984034947e49b165f67a8f3ed5a0107 | 26b45f719649979057a86b514f039efd284e5eb5 | null | null |
13dfbda1-0828-4268-b503-e3b3f1a2b8cc | 2025-05-09T15:22:27 | cloud | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|low| desc=Cloud permission_escalation in GCP by nhoward No additional info | {
"geo_location": "Romania",
"device_hash": "f183800463b15ed517ae30502080205e6070dab0",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_3) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/21.0.855.0 Safari/535.1",
"session_id": "7cd84f3a-1508-4355-ae5c-c8d1663db36c",
"risk_score": 41.67,
"confidence": 0.73
} | null | null | null | null | null | No additional info | Cloud permission_escalation in GCP by nhoward No additional info | permission_escalation | null | null | nhoward | null | null | null | {
"baseline_deviation": 0.62,
"entropy": 4.36,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | GCP | res-f21b347e |
b485e09c-2fd8-4b53-aa98-aa4a4d729d43 | 2025-01-24T10:55:23 | iot | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat protocol_violation MITRE Technique: T1110.003 | {
"geo_location": "Slovenia",
"device_hash": "445027964bf4efe61da04c702c966134",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; ik-CA) AppleWebKit/534.15.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6534.15.1",
"session_id": "3a496c81-112e-485b-866c-68198d399ac0",
"risk_score": 50.56,
"confidence": 0.96
} | null | null | null | null | null | MITRE Technique: T1110.003 | IoT device Thermostat protocol_violation MITRE Technique: T1110.003 | protocol_violation | null | null | null | null | null | null | null | Thermostat | iot-617a2a4a | 7.6 | null | null | null | null | null | null | null | null | null | null |
c2b42fa1-8df2-4bd6-ac86-2ca27365fade | 2022-03-16T23:08:56 | firewall | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|critical| desc=Firewall inspect SMB traffic from 82.137.77.11:903 to 97.23.94.42:814 MITRE Technique: T1059.001 | {
"geo_location": "Nauru",
"device_hash": "97a80c4c6b1aa6bae3c001cdf94807be760c8a571769f961534cd61fd67c0d8d",
"user_agent": "Opera/9.35.(X11; Linux i686; ku-TR) Presto/2.9.183 Version/12.00",
"session_id": "2895cc5c-e91a-4c9a-8444-396c99f1505d",
"risk_score": 38.54,
"confidence": 0.58
} | 82.137.77.11 | 97.23.94.42 | null | null | null | MITRE Technique: T1059.001 | Firewall inspect SMB traffic from 82.137.77.11:903 to 97.23.94.42:814 MITRE Technique: T1059.001 | inspect | 348,328 | SMB | null | null | null | null | null | null | null | null | 903 | 814 | 1,985 | null | null | null | null | null | null | null |
e12fbcdc-ab51-483a-85d3-bf01eabc45be | 2025-04-15T00:37:06 | cloud | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|high| desc=Cloud lambda_execution in GCP by bridgetballard No additional info | {
"geo_location": "Romania",
"device_hash": "ae580a220d3d25eac80032a163da066ca0ded33a576b14dc1f214e8192baeede",
"user_agent": "Mozilla/5.0 (Linux; Android 4.0.1) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/28.0.800.0 Safari/532.2",
"session_id": "42cf6775-4a65-4075-a350-54f5a65cf906",
"risk_score": 29.7,
"confidence": 0.34
} | null | null | null | null | null | No additional info | Cloud lambda_execution in GCP by bridgetballard No additional info | lambda_execution | null | null | bridgetballard | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-f788d654 |
480ef524-6dbc-4a9b-af87-5252273dd6d8 | 2025-06-11T17:26:03 | ids_alert | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|medium| desc=OSSEC Alert: Domain Fronting detected from 51.108.75.122 targeting 130.226.207.115 No additional info noise=VGh1cyBmZXcu | {
"geo_location": "Sao Tome and Principe",
"device_hash": "f1d4edd746a5c0f7bf3d8cd3e6d6a74b",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; ig-NG) AppleWebKit/532.7.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6532.7.3",
"session_id": "062ad1e2-c72c-45b9-b963-721604a420d9",
"risk_score": 78.15,
"confidence": 0.06
} | 51.108.75.122 | 130.226.207.115 | Domain Fronting | SIG-2798 | Recon | No additional info | OSSEC Alert: Domain Fronting detected from 51.108.75.122 targeting 130.226.207.115 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d9874b6f-ffc8-42f0-81fc-a1f1e700012a | 2025-03-06T07:52:29 | auth | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|info| desc=Auth timeout for porterdonald via passwordless from 56.248.101.51 No additional info | {
"geo_location": "Panama",
"device_hash": "30f6b7783fd9a15e835e3085b0853edd393d0fc1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.2; Trident/5.0)",
"session_id": "491cbd7f-1856-4d9f-9f6d-b71ba0d62dc6",
"risk_score": 66.98,
"confidence": 0.67
} | 56.248.101.51 | null | null | null | null | No additional info | Auth timeout for porterdonald via passwordless from 56.248.101.51 No additional info | timeout | null | null | porterdonald | null | null | null | null | null | null | null | null | null | null | passwordless | 77:53:45:bc:c6:01 | null | null | null | null | null |
40b85577-5dcd-4bfa-8f54-44b671d33919 | 2025-04-01T11:28:11 | cloud | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in GCP by santiagowilliam Unconventional IOC: Power consumption spikes | {
"geo_location": "Finland",
"device_hash": "7527d6e49fece988162b22ebc7584e38",
"user_agent": "Opera/8.96.(X11; Linux x86_64; sa-IN) Presto/2.9.161 Version/10.00",
"session_id": "de43fc8d-ade4-4cd9-8037-34ebc639d8bf",
"risk_score": 66.28,
"confidence": 0.67
} | null | null | null | null | null | Unconventional IOC: Power consumption spikes | Cloud container_escape in GCP by santiagowilliam Unconventional IOC: Power consumption spikes | container_escape | null | null | santiagowilliam | null | null | null | {
"baseline_deviation": 2.76,
"entropy": 4.92,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | GCP | res-b428297e |
c8f8d888-acc8-40b1-8dae-34698e0cb293 | 2025-03-04T15:47:44 | iot | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC physical_tamper No additional info | {
"geo_location": "Jersey",
"device_hash": "bead0e656ce55e92443e41385d65b85efa5e896ff743b54fbda529ace121758f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.1; Trident/4.0)",
"session_id": "53ad5b6d-9347-48b9-8891-659b84595600",
"risk_score": 46.58,
"confidence": 0.31
} | null | null | null | null | null | No additional info | IoT device HVAC physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | HVAC | iot-b88cd740 | 6.9 | null | null | null | null | null | null | null | null | null | null |
d0530cbb-2ce6-4870-b859-99655c073ea3 | 2025-01-23T10:35:47 | auth | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|low| desc=Auth bypass for wilsonjoseph via biometric from 83.151.26.35 Unconventional IOC: Quantum random number deviations | {
"geo_location": "Thailand",
"device_hash": "1dc1a21e4302654a496938476e73ba2dc09c54923f656e9ad7c52d0b09bb7c4b",
"user_agent": "Opera/8.69.(X11; Linux i686; crh-UA) Presto/2.9.189 Version/10.00",
"session_id": "d9a1b3bc-4969-4427-8c74-4e7584f205c5",
"risk_score": 25.66,
"confidence": 0.97
} | 83.151.26.35 | null | null | null | null | Unconventional IOC: Quantum random number deviations | Auth bypass for wilsonjoseph via biometric from 83.151.26.35 Unconventional IOC: Quantum random number deviations | bypass | null | null | wilsonjoseph | null | null | null | null | null | null | null | null | null | null | biometric | ed:8b:1a:9c:c7:7b | null | null | null | null | null |
9adce2cd-83d1-4824-a86d-69a7bdc61c12 | 2025-07-08T12:09:14 | auth | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|low| desc=Auth locked for charlesholmes via password from 10.122.18.53 No additional info noise=door|know|eight | {
"geo_location": "French Polynesia",
"device_hash": "51f756102c820a9655f71bf0b16c9a0d4b63bc8d",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/9335-08-22 18:26:08 Firefox/3.6.10",
"session_id": "cbbda82e-f1d9-4857-9d0f-f4208f5dc472",
"risk_score": 17.75,
"confidence": 0.66
} | 10.122.18.53 | null | null | null | null | No additional info | Auth locked for charlesholmes via password from 10.122.18.53 No additional info | locked | null | null | charlesholmes | null | null | null | null | null | null | null | null | null | null | password | e5:2a:56:c1:0e:6e | null | null | null | null | null |
e31e3fb0-0c55-4113-9374-45a6477267c3 | 2025-03-23T00:11:36 | auth | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for smithlauren via OAuth from 83.125.243.37 No additional info | {
"geo_location": "Saint Martin",
"device_hash": "a20c9842d0a147faf3536678196a53c8aeed39d6fb6aebb3691fce7acf33e341",
"user_agent": "Mozilla/5.0 (Android 10; Mobile; rv:48.0) Gecko/48.0 Firefox/48.0",
"session_id": "8d73769f-6de3-4e32-8b7c-c8d880ccc92e",
"risk_score": 61.46,
"confidence": 0.91
} | 83.125.243.37 | null | null | null | null | No additional info | Auth challenge for smithlauren via OAuth from 83.125.243.37 No additional info | challenge | null | null | smithlauren | null | null | null | null | null | null | null | null | null | null | OAuth | 6e:ba:8d:4f:8c:aa | null | null | null | null | null |
3c6c18e4-c0a9-46e5-921a-06fd48fdab9d | 2025-02-02T08:41:21 | ai | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|medium| desc=AI system api_abuse by april61 MITRE Technique: T1134.001 | {
"geo_location": "Cayman Islands",
"device_hash": "08d669636a00f6fec8664d540fccaad5",
"user_agent": "Opera/9.13.(X11; Linux x86_64; an-ES) Presto/2.9.160 Version/12.00",
"session_id": "c82b92ab-74b2-499e-aa37-441ebddf9ee5",
"risk_score": 63.17,
"confidence": 0.42
} | null | null | null | null | null | MITRE Technique: T1134.001 | AI system api_abuse by april61 MITRE Technique: T1134.001 | api_abuse | null | null | april61 | null | null | null | null | null | null | null | null | null | null | null | null | model-37cc4785 | 6dc3537b91d80e5275a65737a0d9cdc76086c37149a4102de198cc794cd2e8a0 | 307b9713085a5f0b279441ea52c3fbf5 | null | null |
47eca8f5-4753-4751-932e-5b79ed7f3ad1 | 2025-03-15T07:58:36 | network | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|low| desc=Network beaconing from 112.58.141.43 to 10.182.8.254 No additional info | {
"geo_location": "Moldova",
"device_hash": "3e3b255f07401d3993fc1002e77a49f4c770f24c",
"user_agent": "Opera/8.37.(X11; Linux x86_64; ha-NG) Presto/2.9.176 Version/10.00",
"session_id": "c67e5b77-7a6e-4244-a0d2-44657f02105a",
"risk_score": 64.74,
"confidence": 0.52
} | 112.58.141.43 | 10.182.8.254 | null | null | null | No additional info | Network beaconing from 112.58.141.43 to 10.182.8.254 No additional info | beaconing | 594,606 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1f3da2f7-4ab9-4c4d-b342-6602d6d7d9a3 | 2025-04-03T08:38:46 | auth | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|medium| desc=Auth challenge for lisa46 via OAuth from 9.102.47.8 No additional info noise=U3RpbGwu | {
"geo_location": "Niue",
"device_hash": "2adf34226dcc25c6506a5f5cd3c6474d",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/5768-10-18 22:22:17 Firefox/10.0",
"session_id": "1a625bb8-882e-4be1-95f3-87de3de5262c",
"risk_score": 58.2,
"confidence": 0.39
} | 9.102.47.8 | null | null | null | null | No additional info | Auth challenge for lisa46 via OAuth from 9.102.47.8 No additional info | challenge | null | null | lisa46 | null | null | null | null | null | null | null | null | null | null | OAuth | ee:65:53:5a:7b:b0 | null | null | null | null | null |
1215a6c8-31b2-444e-9cca-2bfc3104932d | 2025-03-22T09:47:27 | endpoint | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task /daughter/return.flac by brenda44 Associated Threat Actor: TA505 | {
"geo_location": "Samoa",
"device_hash": "53414b36436db1b0c28ccad94c8816d6a9860b87c8b36d119ce049bb6e9ba3d4",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_2 rv:3.0; bo-IN) AppleWebKit/533.35.4 (KHTML, like Gecko) Version/5.0.1 Safari/533.35.4",
"session_id": "f1b1dfca-3b88-4ee9-bc35-dc1a04f9c411",
"risk_score": 76.71,
"confidence": 0.62
} | null | null | null | null | null | Associated Threat Actor: TA505 | Endpoint scheduled_task /daughter/return.flac by brenda44 Associated Threat Actor: TA505 | scheduled_task | null | null | brenda44 | /daughter/return.flac | 6,977 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f8d02e7c-ba4d-4b46-ba86-373d131ec9dd | 2025-02-01T01:57:07 | auth | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|high| desc=Auth challenge for fullerdesiree via MFA from 36.124.34.49 No additional info noise=RHJhdy4= | {
"geo_location": "Trinidad and Tobago",
"device_hash": "7e53a27183061e1c4b8c62ffbc2334d829097cd5cfcb3c11384188dfc0912331",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/6342-05-25 04:34:51 Firefox/3.8",
"session_id": "3baa17fc-1d16-4bec-8d7a-1f895e32801a",
"risk_score": 40.54,
"confidence": 0.54
} | 36.124.34.49 | null | null | null | null | No additional info | Auth challenge for fullerdesiree via MFA from 36.124.34.49 No additional info | challenge | null | null | fullerdesiree | null | null | null | null | null | null | null | null | null | null | MFA | 13:6f:28:49:26:16 | null | null | null | null | null |
caa035c1-6e9d-4cfd-949a-3dca2b2d5e48 | 2025-06-03T09:56:24 | ids_alert | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|medium| desc=Trellix Alert: Credential Stuffing detected from 154.51.209.197 targeting 83.62.189.209 No additional info noise=3F0788D1 | {
"geo_location": "Belarus",
"device_hash": "918413d8dfe833771bd2dee6b99a554f7c6dce8e5af5a15855466356e7ac67ac",
"user_agent": "Mozilla/5.0 (Windows NT 5.0; gl-ES; rv:1.9.2.20) Gecko/3169-11-13 11:03:52 Firefox/3.8",
"session_id": "57a71c85-6b77-4716-a8c1-74d3f73f5487",
"risk_score": 85.59,
"confidence": 0.37
} | 154.51.209.197 | 83.62.189.209 | Credential Stuffing | SIG-2681 | Policy | No additional info | Trellix Alert: Credential Stuffing detected from 154.51.209.197 targeting 83.62.189.209 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
01bc3827-0041-4428-ba28-e6c18be4bd4e | 2028-02-17T23:52:56 | endpoint | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint file_access kind by april97 No additional info | {
"geo_location": "Wallis and Futuna",
"device_hash": "4f93397f8a56c751d9e179e5c97cb82edab0c290",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_6; rv:1.9.4.20) Gecko/8103-10-31 22:15:29 Firefox/3.6.15",
"session_id": "75d61de5-60fd-497a-9a86-328e3d095a17",
"risk_score": 63.28,
"confidence": 0.33
} | null | null | null | null | null | No additional info | Endpoint file_access kind by april97 No additional info | file_access | null | null | april97 | kind | 3,195 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f290306e-26bd-410f-aabb-0a7b33b4ce96 | 2025-04-20T03:16:15 | network | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 119.143.147.37 to 38.20.31.184 MITRE Technique: T1574.002 | DGA domain detected | {
"geo_location": "United Kingdom",
"device_hash": "636eebc9bb33954def4468737598c0719bd65683",
"user_agent": "Mozilla/5.0 (Windows NT 5.01; ayc-PE; rv:1.9.0.20) Gecko/2424-06-14 19:58:29 Firefox/5.0",
"session_id": "d1dd4958-ec24-4a66-bc0c-64202ce1ebb0",
"risk_score": 57.83,
"confidence": 0.03
} | 119.143.147.37 | 38.20.31.184 | null | null | null | MITRE Technique: T1574.002 | DGA domain detected | Network latency_spike from 119.143.147.37 to 38.20.31.184 MITRE Technique: T1574.002 | DGA domain detected | latency_spike | 250,642 | UDP | null | null | null | null | {
"baseline_deviation": 2.15,
"entropy": 4.96,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
3f328ad2-afe2-4868-9265-727312026799 | 2025-04-15T08:02:55 | network | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|low| desc=Network bandwidth_usage from 46.231.1.229 to 169.57.164.119 MITRE Technique: T1218.011 | {
"geo_location": "Iceland",
"device_hash": "babb42107866e34a4c20b42458a6fb37bdc7c5de",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; fur-IT) AppleWebKit/535.38.7 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6535.38.7",
"session_id": "fc2c0309-09bc-4273-bdf6-4734e8a6a3d1",
"risk_score": 23.41,
"confidence": 0.24
} | 46.231.1.229 | 169.57.164.119 | null | null | null | MITRE Technique: T1218.011 | Network bandwidth_usage from 46.231.1.229 to 169.57.164.119 MITRE Technique: T1218.011 | bandwidth_usage | 581,607 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
06326a7f-7af2-4c86-bc96-f9d46820e736 | 2025-05-07T03:00:54 | auth | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|info| desc=Auth challenge for michaelhardy via OAuth from 198.45.130.167 MITRE Technique: T1110.003 | {
"geo_location": "Azerbaijan",
"device_hash": "c9ef6d394957a2a99b74c15bcd77f806771268ce9c56996962059e493c2d5cc8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/5.1)",
"session_id": "45e8d597-bd2c-458f-b317-0bda255672d3",
"risk_score": 58.67,
"confidence": 0.1
} | 198.45.130.167 | null | null | null | null | MITRE Technique: T1110.003 | Auth challenge for michaelhardy via OAuth from 198.45.130.167 MITRE Technique: T1110.003 | challenge | null | null | michaelhardy | null | null | null | null | null | null | null | null | null | null | OAuth | 73:60:25:0f:89:9b | null | null | null | null | null |
6ab3d9fd-fec4-4b89-b78e-ed0027a951fa | 2025-06-22T17:40:09 | cloud | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in GCP by simmonsmichael No additional info noise=UmVhc29uLg== | {
"geo_location": "Guernsey",
"device_hash": "8b544d5eff4bdec785d8956897af939b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/5.1)",
"session_id": "f12898c4-5616-4d56-bc60-df8efc1ebd61",
"risk_score": 70.38,
"confidence": 0.52
} | null | null | null | null | null | No additional info | Cloud api_abuse in GCP by simmonsmichael No additional info | api_abuse | null | null | simmonsmichael | null | null | null | {
"baseline_deviation": 0.65,
"entropy": 4.07,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | GCP | res-b3c94d8c |
b2a036d5-4db4-4157-882a-53dc49651256 | 2024-05-29T07:05:17 | iot | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor side_channel No additional info noise=2FAAC5E9 | {
"geo_location": "Luxembourg",
"device_hash": "32eb0895381db2555ed426dab6d81d2f",
"user_agent": "Mozilla/5.0 (Linux; Android 4.3) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/40.0.879.0 Safari/532.2",
"session_id": "a622b65a-01f9-4fb2-83a5-001731e6ec2f",
"risk_score": 59.77,
"confidence": 0.29
} | null | null | null | null | null | No additional info | IoT device Sensor side_channel No additional info | side_channel | null | null | null | null | null | null | null | Sensor | iot-c2d5e3b4 | 5.7 | null | null | null | null | null | null | null | null | null | null |
70fe2a27-9902-4ee5-9637-d372749fc578 | 2025-04-18T21:13:34 | firewall | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|medium| desc=Firewall drop SSH traffic from 10.57.65.234:238 to 196.49.128.79:20604 MITRE Technique: T1053.005 | {
"geo_location": "Antarctica (the territory South of 60 deg S)",
"device_hash": "c0378be9cfc0e5be285d04b092d9739f1afee90f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/3.1)",
"session_id": "17f35eb9-e104-439b-be25-bd23ae21e1b8",
"risk_score": 58.92,
"confidence": 0.25
} | 10.57.65.234 | 196.49.128.79 | null | null | null | MITRE Technique: T1053.005 | Firewall drop SSH traffic from 10.57.65.234:238 to 196.49.128.79:20604 MITRE Technique: T1053.005 | drop | 27,471 | SSH | null | null | null | null | null | null | null | null | 238 | 20,604 | 405 | null | null | null | null | null | null | null |
888a7019-7fce-419a-8879-92fbe65cdad7 | 2025-03-22T04:20:20 | auth | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|low| desc=Auth success for elizabeth53 via OAuth from 66.202.235.216 No additional info | {
"geo_location": "Chile",
"device_hash": "18b40f12ddaf7ee833e375e053ade6eafe06784f",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/15.0.875.0 Safari/532.1",
"session_id": "3796f0f3-099e-440c-b552-ca10a87065f1",
"risk_score": 63.45,
"confidence": 0.19
} | 66.202.235.216 | null | null | null | null | No additional info | Auth success for elizabeth53 via OAuth from 66.202.235.216 No additional info | success | null | null | elizabeth53 | null | null | null | null | null | null | null | null | null | null | OAuth | a7:9e:99:7a:80:9d | null | null | null | null | null |
61ec6b48-daaa-4f26-a1e0-6815e2e41d7e | 2025-02-18T23:50:44 | auth | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|info| desc=Auth timeout for emilyhall via SAML from 112.179.161.22 MITRE Technique: T1059.001 | {
"geo_location": "Hungary",
"device_hash": "6d3afcae9d68533faf05737288243ef9433b1903",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/20.0.871.0 Safari/533.2",
"session_id": "81b7c0c0-e190-4933-8a27-04d44deb9020",
"risk_score": 87.21,
"confidence": 0.59
} | 112.179.161.22 | null | null | null | null | MITRE Technique: T1059.001 | Auth timeout for emilyhall via SAML from 112.179.161.22 MITRE Technique: T1059.001 | timeout | null | null | emilyhall | null | null | null | null | null | null | null | null | null | null | SAML | 18:f3:db:35:00:79 | null | null | null | null | null |
bf90c033-2111-4401-9599-3571225f8558 | 2025-02-11T02:04:17 | firewall | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|high| desc=Firewall deny DNS traffic from 168.172.125.33:848 to 196.122.56.131:174 MITRE Technique: T1218.011 | {
"geo_location": "Equatorial Guinea",
"device_hash": "6b4087d4f3eeeac082cc9c9b2b6a55a0",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_9; rv:1.9.3.20) Gecko/5378-02-15 23:34:37 Firefox/3.8",
"session_id": "1d8ba853-8b73-4846-800f-32a929498996",
"risk_score": 27.88,
"confidence": 0.37
} | 168.172.125.33 | 196.122.56.131 | null | null | null | MITRE Technique: T1218.011 | Firewall deny DNS traffic from 168.172.125.33:848 to 196.122.56.131:174 MITRE Technique: T1218.011 | deny | 295,887 | DNS | null | null | null | null | {
"baseline_deviation": 1.63,
"entropy": 7.11,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 848 | 174 | 1,057 | null | null | null | null | null | null | null |
22d1b57a-1074-4f72-a1ca-b59ee3ca87e7 | 2025-01-23T06:16:15 | firewall | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|critical| desc=Firewall allow SMB traffic from 152.23.199.8:428 to 10.145.40.240:39413 No additional info noise=political|list|start | {
"geo_location": "Bhutan",
"device_hash": "0ae9cf8ac1b9228ff8b0a8e9a41c1beabee0e96e689fa183cee2cd5e272c3b6a",
"user_agent": "Mozilla/5.0 (Android 7.1.2; Mobile; rv:54.0) Gecko/54.0 Firefox/54.0",
"session_id": "e529df7d-2cf6-49ec-aeda-0bf111c70885",
"risk_score": 28.38,
"confidence": 0.03
} | 152.23.199.8 | 10.145.40.240 | null | null | null | No additional info | Firewall allow SMB traffic from 152.23.199.8:428 to 10.145.40.240:39413 No additional info | allow | 546,809 | SMB | null | null | null | null | null | null | null | null | 428 | 39,413 | 3,029 | null | null | null | null | null | null | null |
86c4f53c-fec9-4392-a108-703e318b1381 | 2025-02-06T17:39:09 | firewall | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop UDP traffic from 175.29.33.187:334 to 217.133.150.120:47225 No additional info | {
"geo_location": "Isle of Man",
"device_hash": "aa3c275cea20c73127d7deda2157a81935b3082cd8143d088eef8f647b17dee6",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_4 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) FxiOS/10.1z0725.0 Mobile/49R944 Safari/531.0",
"session_id": "55385f48-e26d-4f3a-8647-52f1de114d83",
"risk_score": 51.59,
"confidence": 0.48
} | 175.29.33.187 | 217.133.150.120 | null | null | null | No additional info | Firewall drop UDP traffic from 175.29.33.187:334 to 217.133.150.120:47225 No additional info | drop | 386,705 | UDP | null | null | null | null | null | null | null | null | 334 | 47,225 | 32 | null | null | null | null | null | null | null |
1851cc8e-1aee-4490-b59c-b72d4ece115f | 2021-02-13T07:17:57 | endpoint | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start /kitchen/win.jpeg by stoutcaleb Associated Threat Actor: DarkSide | {
"geo_location": "Belgium",
"device_hash": "9c223886a748d31fadaf448645c68e6bb46f0f6368565cb8f154cf6c9c4b703f",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 2_2_1 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/17.9u2291.0 Mobile/15F929 Safari/534.2",
"session_id": "3d19cf14-280f-4700-a8fa-818b635ea5e7",
"risk_score": 42.05,
"confidence": 0.28
} | null | null | null | null | null | Associated Threat Actor: DarkSide | Endpoint process_start /kitchen/win.jpeg by stoutcaleb Associated Threat Actor: DarkSide | process_start | null | null | stoutcaleb | /kitchen/win.jpeg | 9,618 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
953f4ea1-a962-4b77-82c3-6736a511ca15 | 2025-01-26T00:14:16 | ai | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|high| desc=AI system model_access by patriciaberger No additional info | {
"geo_location": "Indonesia",
"device_hash": "4b8c872a85e6bfb80ea6257dfcca86c2",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; ne-NP; rv:1.9.0.20) Gecko/8525-01-10 05:46:34 Firefox/10.0",
"session_id": "2cfaf9b6-c66e-4ae7-922b-1fae0409eaed",
"risk_score": 67.37,
"confidence": 1
} | null | null | null | null | null | No additional info | AI system model_access by patriciaberger No additional info | model_access | null | null | patriciaberger | null | null | null | null | null | null | null | null | null | null | null | null | model-02230936 | 00edc90fc770217b42b121251f51d6ad5adcb242 | 7e067fb9231cbf43782dc84fa61d374a | null | null |
17700433-b65d-4e9f-a17a-7759a90cd6a5 | 2025-06-02T23:20:01 | auth | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|info| desc=Auth bypass for wphillips via biometric from 160.5.112.105 No additional info | {
"geo_location": "French Southern Territories",
"device_hash": "0f674e9ac15b244242fb6b27561990a3a7029f466cb64884d2642fe624e64fda",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_7 rv:3.0; hak-TW) AppleWebKit/533.38.4 (KHTML, like Gecko) Version/5.0.3 Safari/533.38.4",
"session_id": "700e0d25-4978-4f9e-962a-07e2957252ac",
"risk_score": 47.75,
"confidence": 0.56
} | 160.5.112.105 | null | null | null | null | No additional info | Auth bypass for wphillips via biometric from 160.5.112.105 No additional info | bypass | null | null | wphillips | null | null | null | null | null | null | null | null | null | null | biometric | a4:ad:e2:8d:c6:0d | null | null | null | null | null |
96a5793a-68a9-4e8d-8143-799322b779fe | 2025-05-25T07:45:33 | iot | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor battery_drain Associated Threat Actor: REvil | {
"geo_location": "United States of America",
"device_hash": "28eb0a2ea1d76409e25013a5eb83cd2f22efd3fc99f369c0e70cc505d61abe37",
"user_agent": "Opera/9.86.(Windows 95; bem-ZM) Presto/2.9.169 Version/10.00",
"session_id": "e410c87a-94f8-4d47-9052-4c471138f18c",
"risk_score": 47.81,
"confidence": 0.41
} | null | null | null | null | null | Associated Threat Actor: REvil | IoT device Sensor battery_drain Associated Threat Actor: REvil | battery_drain | null | null | null | null | null | null | null | Sensor | iot-8c622f0d | 6.4 | null | null | null | null | null | null | null | null | null | null |
a8a5e849-0e1e-4f95-9c17-0e6c92450b48 | 2025-05-25T07:33:23 | network | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|medium| desc=Network latency_spike from 5.40.238.100 to 215.174.104.121 No additional info noise=live|office|camera | {
"geo_location": "Guadeloupe",
"device_hash": "6ecad77f9084825c627aceb6d9560af1bc43385a",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_2 rv:6.0; pa-PK) AppleWebKit/532.35.2 (KHTML, like Gecko) Version/4.0 Safari/532.35.2",
"session_id": "c98e7743-ce2c-4440-819c-32b4ca8c816a",
"risk_score": 52.46,
"confidence": 0.77
} | 5.40.238.100 | 215.174.104.121 | null | null | null | No additional info | Network latency_spike from 5.40.238.100 to 215.174.104.121 No additional info | latency_spike | 981,668 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bacf93e1-46b0-4398-8bd7-b8eeaf209460 | 2025-05-22T03:56:39 | firewall | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|info| desc=Firewall inspect DNS traffic from 178.221.74.52:46158 to 93.193.39.255:781 No additional info | {
"geo_location": "Hungary",
"device_hash": "9fb4479011bb324c2ef5a822ad457a2993c786bb4762765ce2a101f4b9664717",
"user_agent": "Opera/9.43.(Windows NT 4.0; hi-IN) Presto/2.9.183 Version/11.00",
"session_id": "734e20f5-9810-4506-a352-8cd4cb9007de",
"risk_score": 73.2,
"confidence": 0.2
} | 178.221.74.52 | 93.193.39.255 | null | null | null | No additional info | Firewall inspect DNS traffic from 178.221.74.52:46158 to 93.193.39.255:781 No additional info | inspect | 432,350 | DNS | null | null | null | null | null | null | null | null | 46,158 | 781 | 3,513 | null | null | null | null | null | null | null |
9982fd9e-4a86-4269-b240-a84ca77dbb3b | 2025-04-08T17:49:10 | auth | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|low| desc=Auth locked for christie71 via OAuth from 205.16.131.196 MITRE Technique: T1486 | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "057c8ec39673723d765f2d76d1b9891b",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/4421-03-28 02:24:51 Firefox/12.0",
"session_id": "1bff4043-5164-482d-bf45-a53a92b10033",
"risk_score": 79.29,
"confidence": 0.3
} | 205.16.131.196 | null | null | null | null | MITRE Technique: T1486 | Auth locked for christie71 via OAuth from 205.16.131.196 MITRE Technique: T1486 | locked | null | null | christie71 | null | null | null | null | null | null | null | null | null | null | OAuth | 89:6b:7c:19:76:59 | null | null | null | null | null |
84bd95ea-5e3b-4ba8-be41-c641630e6544 | 2025-02-02T21:07:13 | cloud | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|medium| desc=Cloud api_abuse in Azure by crystalpowers MITRE Technique: T1547.001 | {
"geo_location": "Saint Vincent and the Grenadines",
"device_hash": "1dddb70c8e33b45ed23d718a0dc3a9d181317a70",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/533.35.6 (KHTML, like Gecko) Version/5.0 Safari/533.35.6",
"session_id": "3d79b24b-42a3-40f4-b146-0989b3bbf607",
"risk_score": 33.98,
"confidence": 0.69
} | null | null | null | null | null | MITRE Technique: T1547.001 | Cloud api_abuse in Azure by crystalpowers MITRE Technique: T1547.001 | api_abuse | null | null | crystalpowers | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-16af3f20 |
10e42ccb-d1dc-4360-a6d5-1ff4f431611f | 2025-06-27T16:39:44 | endpoint | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint powershell_exec /space/blue.tiff by benjaminwilliams No additional info noise=RHJvcC4= | {
"geo_location": "Russia",
"device_hash": "19db8ff897ffca7006af32cb2b1777ce7f01cab6",
"user_agent": "Opera/8.50.(X11; Linux i686; tcy-IN) Presto/2.9.190 Version/11.00",
"session_id": "73f2e031-3434-4356-aea4-160714ffd0bd",
"risk_score": 57.55,
"confidence": 0.8
} | null | null | null | null | null | No additional info | Endpoint powershell_exec /space/blue.tiff by benjaminwilliams No additional info | powershell_exec | null | null | benjaminwilliams | /space/blue.tiff | 2,153 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
904d7fc1-ee50-4ed5-859d-9ca3d87e2e92 | 2025-05-26T17:51:01 | iot | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor sensor_spoofing No additional info | {
"geo_location": "Belgium",
"device_hash": "78899050c4050d7e80543a3a5dbeba9e4843fc5e",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/532.2.7 (KHTML, like Gecko) Version/5.0.2 Safari/532.2.7",
"session_id": "90500d3d-7fd1-4fb1-aa49-6c1d59770f71",
"risk_score": 46.43,
"confidence": 0.82
} | null | null | null | null | null | No additional info | IoT device Sensor sensor_spoofing No additional info | sensor_spoofing | null | null | null | null | null | null | null | Sensor | iot-985e8f6b | 3.6 | null | null | null | null | null | null | null | null | null | null |
0786df5e-63c7-4208-a34e-f6fbf464174d | 2025-02-13T12:14:51 | ai | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by matthewthompson No additional info noise=go|candidate|world | {
"geo_location": "Lebanon",
"device_hash": "d0629d8968bec03afc397ba887d7c63a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.0; Trident/5.0)",
"session_id": "778ecf3c-2d35-4080-8da8-53d578340812",
"risk_score": 37.4,
"confidence": 0.21
} | null | null | null | null | null | No additional info | AI system adversarial_input by matthewthompson No additional info | adversarial_input | null | null | matthewthompson | null | null | null | null | null | null | null | null | null | null | null | null | model-629fc10d | 4ce11548b0d4ef99ba063c7e5a59424b | fe2d6303c9783b57be29abb90673da42f37df7aee1b1175b245d7485a0cdc449 | null | null |
e8ae3d95-0e06-40c0-8375-3042e878e782 | 2025-01-18T04:50:44 | auth | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|high| desc=Auth bypass for susanramsey via key from 149.7.184.109 No additional info | {
"geo_location": "Latvia",
"device_hash": "e92b9b5adbf239157f522b734dc752e7ee3937e16bb35ffdfd9e0169c02d1329",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/3.1)",
"session_id": "fe95b470-e221-496d-814d-cfb6bc18187b",
"risk_score": 34.46,
"confidence": 0.87
} | 149.7.184.109 | null | null | null | null | No additional info | Auth bypass for susanramsey via key from 149.7.184.109 No additional info | bypass | null | null | susanramsey | null | null | null | null | null | null | null | null | null | null | key | 8f:03:55:ec:41:df | null | null | null | null | null |
d2d1cc49-2839-4297-8789-7cc0dc13b90f | 2025-02-05T01:58:39 | ids_alert | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|critical| desc=Microsoft Sentinel Alert: Zero-Day Exploit detected from 212.142.21.248 targeting 38.25.136.116 No additional info | {
"geo_location": "Romania",
"device_hash": "18aa84e116df28a00bc6194efdb6a07d0bfa24cff7c1e335166a4dbbace775fa",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.2; Trident/4.1)",
"session_id": "d2f3fbfe-4ebb-4bdd-a4c4-2c541e3c1db5",
"risk_score": 53.82,
"confidence": 0.98
} | 212.142.21.248 | 38.25.136.116 | Zero-Day Exploit | SIG-5684 | Policy | No additional info | Microsoft Sentinel Alert: Zero-Day Exploit detected from 212.142.21.248 targeting 38.25.136.116 No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 0.82,
"entropy": 6.93,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
12d3d1ba-8fd4-416c-8d39-d5331f93ef9b | 2025-05-06T05:29:48 | iot | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat battery_drain No additional info | {
"geo_location": "Guernsey",
"device_hash": "5c0db8f8199c60955e11a43952da7bd4",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/531.5.5 (KHTML, like Gecko) Version/4.0.3 Safari/531.5.5",
"session_id": "f5a378a5-4a55-420b-9c6d-80476150b9fd",
"risk_score": 48,
"confidence": 0.02
} | null | null | null | null | null | No additional info | IoT device Thermostat battery_drain No additional info | battery_drain | null | null | null | null | null | null | null | Thermostat | iot-3b079165 | 5.1 | null | null | null | null | null | null | null | null | null | null |
94c3bc90-2626-4458-b0a4-a86ff67cb5d0 | 2025-02-12T13:34:17 | auth | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|low| desc=Auth bypass for cscott via password from 57.253.231.4 No additional info | {
"geo_location": "Bhutan",
"device_hash": "089b0127a491a2e246b4b06fcf736280",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/534.42.5 (KHTML, like Gecko) Version/4.0 Safari/534.42.5",
"session_id": "87564f93-1830-4f34-9f0a-a87b36924e2d",
"risk_score": 59.17,
"confidence": 0.79
} | 57.253.231.4 | null | null | null | null | No additional info | Auth bypass for cscott via password from 57.253.231.4 No additional info | bypass | null | null | cscott | null | null | null | null | null | null | null | null | null | null | password | f5:a8:2b:83:8d:19 | null | null | null | null | null |
69932385-c0d0-48d8-9815-641d05bba379 | 2025-02-27T06:17:16 | network | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|info| desc=Network data_exfiltration from 132.161.226.123 to 82.100.44.240 MITRE Technique: T1059.001 | {
"geo_location": "Korea",
"device_hash": "f0e84c698fdd40ce24df8af685dbaa02",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_2; rv:1.9.2.20) Gecko/2985-05-10 12:22:13 Firefox/3.6.20",
"session_id": "9586dab2-99ff-45bd-acff-fc5ce68f4921",
"risk_score": 59.06,
"confidence": 0.21
} | 132.161.226.123 | 82.100.44.240 | null | null | null | MITRE Technique: T1059.001 | Network data_exfiltration from 132.161.226.123 to 82.100.44.240 MITRE Technique: T1059.001 | data_exfiltration | 202,366 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
58f152be-055a-4068-87c5-186565c1e395 | 2025-02-22T10:39:05 | auth | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|high| desc=Auth bypass for robert35 via MFA from 211.227.228.52 MITRE Technique: T1204.002 | Associated Threat Actor: Leafminer | {
"geo_location": "Serbia",
"device_hash": "29efa61fbae87eecd606a77fa5e15843",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; tk-TM) AppleWebKit/531.35.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6531.35.5",
"session_id": "7a06f7da-816b-4ff2-8265-976bba0bbe30",
"risk_score": 82.7,
"confidence": 0.88
} | 211.227.228.52 | null | null | null | null | MITRE Technique: T1204.002 | Associated Threat Actor: Leafminer | Auth bypass for robert35 via MFA from 211.227.228.52 MITRE Technique: T1204.002 | Associated Threat Actor: Leafminer | bypass | null | null | robert35 | null | null | null | null | null | null | null | null | null | null | MFA | d4:3c:fc:0b:8d:1f | null | null | null | null | null |
17ac7670-7505-44ba-80b1-f082718c2ffc | 2025-03-31T22:37:18 | cloud | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|critical| desc=Cloud lambda_execution in Azure by mollymcintosh No additional info | {
"geo_location": "Saint Martin",
"device_hash": "8b069cacc9841e74e6274f1f24c3a3d47a2a99fc7ce6b94ec6bf22fab8e6a191",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/3.1)",
"session_id": "ecbf5a6c-c8e3-42da-adec-71f566258bfa",
"risk_score": 50.92,
"confidence": 0.56
} | null | null | null | null | null | No additional info | Cloud lambda_execution in Azure by mollymcintosh No additional info | lambda_execution | null | null | mollymcintosh | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-73623fc1 |
27796efd-6215-44be-8752-836d7009a330 | 2025-03-15T20:53:14 | iot | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|info| desc=IoT device Medical command_injection No additional info noise=onto|first|explain | {
"geo_location": "Kazakhstan",
"device_hash": "dd86b980b68e56947cfb26d4de486ec3aeff0bd3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/4.1)",
"session_id": "4eff7800-8cfe-4e45-8680-9d16bc39169c",
"risk_score": 20.73,
"confidence": 0.33
} | null | null | null | null | null | No additional info | IoT device Medical command_injection No additional info | command_injection | null | null | null | null | null | null | null | Medical | iot-187d66a2 | 6.4 | null | null | null | null | null | null | null | null | null | null |
4f1c25b8-d07a-4757-b242-e215aac005f4 | 2025-05-11T04:10:46 | auth | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|high| desc=Auth failed for jessicathomas via biometric from 28.22.137.206 MITRE Technique: T1574.002 | {
"geo_location": "China",
"device_hash": "d29fd465890c2bc9518d3a9ee2a5e311e64ab849e473c0ba2ad61feaed437bcc",
"user_agent": "Mozilla/5.0 (Android 7.1.1; Mobile; rv:59.0) Gecko/59.0 Firefox/59.0",
"session_id": "1b4acf56-d49f-4dd7-81b6-c4f0b33b4bc5",
"risk_score": 85.16,
"confidence": 0.04
} | 28.22.137.206 | null | null | null | null | MITRE Technique: T1574.002 | Auth failed for jessicathomas via biometric from 28.22.137.206 MITRE Technique: T1574.002 | failed | null | null | jessicathomas | null | null | null | null | null | null | null | null | null | null | biometric | 3e:ee:04:a3:54:b3 | null | null | null | null | null |
613aad2e-19b5-47de-8aac-ff0f3323e131 | 2025-06-15T09:51:23 | auth | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|info| desc=Auth locked for raymondfigueroa via password from 130.16.20.0 MITRE Technique: T1547.001 noise=TGF5Lg== | {
"geo_location": "Russia",
"device_hash": "cc8adc3217a555e0f593fd8afd04be6a",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; uz-UZ) AppleWebKit/531.50.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6531.50.4",
"session_id": "bc41396a-5c0c-4491-a152-613fc16f9d28",
"risk_score": 56.04,
"confidence": 0.92
} | 130.16.20.0 | null | null | null | null | MITRE Technique: T1547.001 | Auth locked for raymondfigueroa via password from 130.16.20.0 MITRE Technique: T1547.001 | locked | null | null | raymondfigueroa | null | null | null | {
"baseline_deviation": 1.77,
"entropy": 6.94,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | password | 83:a8:06:02:ad:c2 | null | null | null | null | null |
bf449789-6458-4e6c-8290-99a0a816d70a | 2025-06-24T20:57:17 | ai | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|low| desc=AI system training_data_poisoning by lisa52 MITRE Technique: T1053.005 | {
"geo_location": "Togo",
"device_hash": "ba83742402c043b5d8f282da43ce35d6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/4.1)",
"session_id": "36a45983-6dbf-4f5d-88f1-53b04fc76b44",
"risk_score": 76.42,
"confidence": 0.38
} | null | null | null | null | null | MITRE Technique: T1053.005 | AI system training_data_poisoning by lisa52 MITRE Technique: T1053.005 | training_data_poisoning | null | null | lisa52 | null | null | null | null | null | null | null | null | null | null | null | null | model-5d5a750c | 930555d5d5b8d8955ad5dc585ed246f7b19cc8b12423a3f0b2da374760f07a3b | f40553fef541e0620720ecb52ba09e89fafffc72 | null | null |
5ca653b7-b542-4439-8b09-079a14e6e720 | 2025-02-22T16:36:00 | network | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|info| desc=Network data_exfiltration from 157.181.175.100 to 94.229.56.189 Associated Threat Actor: Kimsuky | {
"geo_location": "Chile",
"device_hash": "ad0af9f2f23e7364e3de05d402bfd53d831de060",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_1) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/23.0.849.0 Safari/531.1",
"session_id": "68160467-bda6-4dee-b6c0-752b0ff6d0c6",
"risk_score": 62.43,
"confidence": 0.29
} | 157.181.175.100 | 94.229.56.189 | null | null | null | Associated Threat Actor: Kimsuky | Network data_exfiltration from 157.181.175.100 to 94.229.56.189 Associated Threat Actor: Kimsuky | data_exfiltration | 864,739 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
61df0db4-f3b5-4504-8ff0-7b6ad72fb68f | 2025-02-20T19:39:03 | auth | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|info| desc=Auth locked for corey61 via MFA from 216.160.227.35 No additional info | {
"geo_location": "Nicaragua",
"device_hash": "48b8c9f6173710a903be228d52da1f28",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_3; rv:1.9.5.20) Gecko/4700-11-20 20:32:58 Firefox/3.8",
"session_id": "94764976-13c1-47ea-805f-c0d1bcc30265",
"risk_score": 60.99,
"confidence": 0.47
} | 216.160.227.35 | null | null | null | null | No additional info | Auth locked for corey61 via MFA from 216.160.227.35 No additional info | locked | null | null | corey61 | null | null | null | null | null | null | null | null | null | null | MFA | 1b:09:de:5b:f9:47 | null | null | null | null | null |
ee4635ab-d944-482a-a054-e194217136c5 | 2025-02-08T20:11:10 | firewall | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine TCP traffic from 132.202.112.202:221 to 47.219.88.119:498 No additional info | {
"geo_location": "Albania",
"device_hash": "342c3d4cc7e94f99587a5177761e427a",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/533.22.5 (KHTML, like Gecko) Version/5.1 Safari/533.22.5",
"session_id": "044d5b1c-a060-4d11-b5d8-05081a782945",
"risk_score": 52.52,
"confidence": 0.74
} | 132.202.112.202 | 47.219.88.119 | null | null | null | No additional info | Firewall quarantine TCP traffic from 132.202.112.202:221 to 47.219.88.119:498 No additional info | quarantine | 50,576 | TCP | null | null | null | null | null | null | null | null | 221 | 498 | 1,751 | null | null | null | null | null | null | null |
e314bea7-6376-4f57-9494-1787524f0e5f | 2025-02-02T06:20:23 | endpoint | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task section by joseharrison No additional info noise=T3duZXIu | {
"geo_location": "United Kingdom",
"device_hash": "4fb74b4207c176fc5d7383e5e07de286542f33703581a99c1df9489249190538",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.0; Trident/4.1)",
"session_id": "c13c05b8-2fe3-4214-ba68-cdcf7487d7fb",
"risk_score": 58.07,
"confidence": 0.56
} | null | null | null | null | null | No additional info | Endpoint scheduled_task section by joseharrison No additional info | scheduled_task | null | null | joseharrison | section | 1,676 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1a9e1a3e-aa14-40af-9212-5534abff6644 | 2030-05-02T21:30:07 | cloud | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in Azure by jeremyjensen Associated Threat Actor: DarkSide noise=search | {
"geo_location": "Eritrea",
"device_hash": "7d6f2cb689cba6c27caa71159d9235109ba7e019",
"user_agent": "Opera/9.74.(X11; Linux i686; hu-HU) Presto/2.9.187 Version/11.00",
"session_id": "b1aa08d0-9535-43c8-9fa0-c12a50b8433f",
"risk_score": 49.88,
"confidence": 0.63
} | null | null | null | null | null | Associated Threat Actor: DarkSide | Cloud shadow_it in Azure by jeremyjensen Associated Threat Actor: DarkSide | shadow_it | null | null | jeremyjensen | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-6554650e |
3ac8522b-9140-4ccd-9737-a75d4673d5d1 | 2025-02-07T17:23:24 | endpoint | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec /serve/same.mp3 by paullinda MITRE Technique: T1110.003 | {
"geo_location": "Italy",
"device_hash": "2a6cfce1cf4ab63090437a2f0481b1cd35de47d4",
"user_agent": "Opera/9.31.(X11; Linux x86_64; nn-NO) Presto/2.9.189 Version/12.00",
"session_id": "97c6cddd-04cb-4eb8-a9ed-734a63b9114b",
"risk_score": 100,
"confidence": 0.11
} | null | null | null | null | null | MITRE Technique: T1110.003 | Endpoint wmi_exec /serve/same.mp3 by paullinda MITRE Technique: T1110.003 | wmi_exec | null | null | paullinda | /serve/same.mp3 | 764 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
91a8ecb8-a7fa-4ad4-a8a9-3fe3eee3f51a | 2029-04-27T02:59:07 | iot | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat command_injection MITRE Technique: T1134.001 noise=Rmx5Lg== | {
"geo_location": "Congo",
"device_hash": "5bbda8ba17fbd14b2e2c59c5513e44e5",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/6917-09-10 17:38:07 Firefox/3.6.8",
"session_id": "f5dfff54-9ff5-45ad-88f4-12219f6dcbe3",
"risk_score": 34.33,
"confidence": 0.8
} | null | null | null | null | null | MITRE Technique: T1134.001 | IoT device Thermostat command_injection MITRE Technique: T1134.001 | command_injection | null | null | null | null | null | null | {
"baseline_deviation": 1.36,
"entropy": 4.7,
"frequency_anomaly": true,
"sequence_anomaly": false
} | Thermostat | iot-a1b2fdb8 | 9.3 | null | null | null | null | null | null | null | null | null | null |
b1102d47-137c-4e0c-838b-15203939d5a7 | 2025-06-19T10:49:08 | ids_alert | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|high| desc=Splunk Alert: Supply Chain Compromise detected from 25.90.56.3 targeting 62.73.156.245 No additional info | {
"geo_location": "Kuwait",
"device_hash": "13277a1fe0048c5643ab519984d343b642a9c50f",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/534.22.4 (KHTML, like Gecko) Version/5.0 Safari/534.22.4",
"session_id": "6161ba8b-9dbe-4eb5-9170-772a7c9b8439",
"risk_score": 70.64,
"confidence": 0.85
} | 25.90.56.3 | 62.73.156.245 | Supply Chain Compromise | SIG-2769 | Recon | No additional info | Splunk Alert: Supply Chain Compromise detected from 25.90.56.3 targeting 62.73.156.245 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e8ddbc75-4f69-4dc7-865e-ce5038349b60 | 2025-02-24T01:50:12 | ai | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|high| desc=AI system membership_inference by bowmanjohn No additional info | {
"geo_location": "Mexico",
"device_hash": "0acc70930c63b1e11f2138a23b2e3388cdbca7a6ddc7fb746af55908fa957ae2",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/41.0.803.0 Safari/534.0",
"session_id": "281af1dc-ce31-4ca0-aeef-2ed6b72ff3b9",
"risk_score": 80.13,
"confidence": 0.5
} | null | null | null | null | null | No additional info | AI system membership_inference by bowmanjohn No additional info | membership_inference | null | null | bowmanjohn | null | null | null | null | null | null | null | null | null | null | null | null | model-3ec97944 | f8f0a978b7973586223ba25f8365636c | 1ac2af82b783d3448297a42d4fbe534c | null | null |
c48fd1a8-829d-492b-b870-ebef8a639caa | 2025-05-24T16:36:05 | auth | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|info| desc=Auth bypass for andrewbaker via OAuth from 106.225.122.245 Unconventional IOC: UEFI variable tampering | {
"geo_location": "Austria",
"device_hash": "78d348d749b4c1b8757015d246c72dca74f9132b",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 4_2_1 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/15.6h8143.0 Mobile/30A291 Safari/535.0",
"session_id": "0b2b6ae6-ef20-49c4-b13b-ce94aac17eea",
"risk_score": 52.11,
"confidence": 0.94
} | 106.225.122.245 | null | null | null | null | Unconventional IOC: UEFI variable tampering | Auth bypass for andrewbaker via OAuth from 106.225.122.245 Unconventional IOC: UEFI variable tampering | bypass | null | null | andrewbaker | null | null | null | null | null | null | null | null | null | null | OAuth | c8:7f:01:4c:ae:99 | null | null | null | null | null |
9a6e2f19-593a-411f-9d60-0c420e2d4656 | 2025-04-25T13:29:07 | cloud | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|low| desc=Cloud container_escape in Azure by josephpena No additional info noise=born|provide|others | {
"geo_location": "Philippines",
"device_hash": "9ede68875179af6e5f3f8396266be871dad3db3e",
"user_agent": "Mozilla/5.0 (Windows NT 5.0; br-FR; rv:1.9.0.20) Gecko/9208-12-11 06:53:07 Firefox/3.8",
"session_id": "870fdcb2-41db-48aa-a35b-eeeeff01908a",
"risk_score": 29.87,
"confidence": 0.72
} | null | null | null | null | null | No additional info | Cloud container_escape in Azure by josephpena No additional info | container_escape | null | null | josephpena | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-3f95d48a |
ddf248a6-36cf-4347-ad05-a8eea2976282 | 2025-02-14T22:17:49 | firewall | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall inspect DNS traffic from 43.164.70.56:206 to 3.35.166.31:865 MITRE Technique: T1059.005 | Associated Threat Actor: TA505 noise=U2hhcmUu | {
"geo_location": "Angola",
"device_hash": "09800021a5f5b85f8153accef474e38a2ee4c4c725d70f418348a7953b1344a3",
"user_agent": "Mozilla/5.0 (Windows NT 5.1; ckb-IQ; rv:1.9.2.20) Gecko/3823-02-19 08:40:27 Firefox/10.0",
"session_id": "4d9609eb-d1ce-4d15-9bff-45fddf153c90",
"risk_score": 38.24,
"confidence": 0.99
} | 43.164.70.56 | 3.35.166.31 | null | null | null | MITRE Technique: T1059.005 | Associated Threat Actor: TA505 | Firewall inspect DNS traffic from 43.164.70.56:206 to 3.35.166.31:865 MITRE Technique: T1059.005 | Associated Threat Actor: TA505 | inspect | 875,261 | DNS | null | null | null | null | null | null | null | null | 206 | 865 | 956 | null | null | null | null | null | null | null |
9b160fce-aa92-41ef-aff5-b25f6dc371b5 | 2025-06-28T11:18:35 | auth | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth failed for turnercorey via passwordless from 67.249.92.217 No additional info noise=maintain|yet|above | {
"geo_location": "Romania",
"device_hash": "6d232610ccf1ebaf9a2f09395e4af8b24dff0a976dd910505cde28f237583333",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_4_1 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) FxiOS/15.2c9078.0 Mobile/84Z234 Safari/533.2",
"session_id": "c4552f0b-c569-48e6-87fa-0d93f425ab93",
"risk_score": 61.26,
"confidence": 0.64
} | 67.249.92.217 | null | null | null | null | No additional info | Auth failed for turnercorey via passwordless from 67.249.92.217 No additional info | failed | null | null | turnercorey | null | null | null | null | null | null | null | null | null | null | passwordless | 65:80:be:0b:7f:02 | null | null | null | null | null |
34c7ec20-e332-428c-bfef-93dec35789b5 | 2025-03-23T01:08:11 | network | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|high| desc=Network connection from 201.16.189.124 to 214.75.211.97 DGA domain detected | {
"geo_location": "United Arab Emirates",
"device_hash": "8f52900a633b42eaef70a2880d8ed63cde14a341",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 6_1_6 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) FxiOS/10.9z2485.0 Mobile/89U932 Safari/531.0",
"session_id": "bb34910e-451b-444f-bd06-6a67b4ae1f54",
"risk_score": 100,
"confidence": 0.19
} | 201.16.189.124 | 214.75.211.97 | null | null | null | DGA domain detected | Network connection from 201.16.189.124 to 214.75.211.97 DGA domain detected | connection | 259,197 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
26027722-b125-45a1-9191-9d9ea29d0754 | 2025-06-07T01:10:18 | network | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|critical| desc=Network beaconing from 77.15.225.187 to 122.240.217.212 MITRE Technique: T1574.002 noise=blog/blog/main | {
"geo_location": "Djibouti",
"device_hash": "14d630422d923d467b60edd434cc49124cd47dcd0831da960035631e784912aa",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.3) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/22.0.852.0 Safari/535.0",
"session_id": "a080a239-a54c-4fbb-ac7f-516a9639efbe",
"risk_score": 11.45,
"confidence": 0.45
} | 77.15.225.187 | 122.240.217.212 | null | null | null | MITRE Technique: T1574.002 | Network beaconing from 77.15.225.187 to 122.240.217.212 MITRE Technique: T1574.002 | beaconing | 475,704 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d0acbe89-aacd-4ddf-b813-7da933df67a3 | 2025-03-27T22:27:25 | endpoint | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint service_install /rest/space.png by daviddana Associated Threat Actor: APT38 | Living-off-the-land technique detected | {
"geo_location": "Iran",
"device_hash": "46387431baea889e1fbdaea2977adb41515d2e2c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.01; Trident/4.1)",
"session_id": "a3b9b2fb-b133-4a25-a428-4f7ee0b4c5e2",
"risk_score": 49.2,
"confidence": 0.23
} | null | null | null | null | null | Associated Threat Actor: APT38 | Living-off-the-land technique detected | Endpoint service_install /rest/space.png by daviddana Associated Threat Actor: APT38 | Living-off-the-land technique detected | service_install | null | null | daviddana | /rest/space.png | 458 | explorer.exe | {
"baseline_deviation": 1.63,
"entropy": 4.56,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
f797b319-3b6f-435f-bdd3-8d880328c67d | 2025-06-16T14:22:02 | iot | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|info| desc=IoT device Medical physical_tamper MITRE Technique: T1204.002 noise=2D58E5FA | {
"geo_location": "Zimbabwe",
"device_hash": "a10dadc3623afef7ac505851f8044b00",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows CE; Trident/4.1)",
"session_id": "8b48b688-ba68-4c3e-987a-cf5d98b4d210",
"risk_score": 65.91,
"confidence": 0.23
} | null | null | null | null | null | MITRE Technique: T1204.002 | IoT device Medical physical_tamper MITRE Technique: T1204.002 | physical_tamper | null | null | null | null | null | null | null | Medical | iot-373fcc51 | 9.7 | null | null | null | null | null | null | null | null | null | null |
e2762658-6755-4711-a9fa-d3c3318098eb | 2025-06-21T15:04:31 | ids_alert | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|low| desc=Trellix Alert: Domain Fronting detected from 92.19.45.41 targeting 72.15.242.131 MITRE Technique: T1566.001 | {
"geo_location": "Congo",
"device_hash": "c46bbe1329f10cabb3d4b9f67b04ae8df8c4637b",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/7763-08-29 22:52:17 Firefox/4.0",
"session_id": "d997b69c-acb6-49d8-90ab-6c7a3ccf1f69",
"risk_score": 48.28,
"confidence": 0.07
} | 92.19.45.41 | 72.15.242.131 | Domain Fronting | SIG-5183 | Malware | MITRE Technique: T1566.001 | Trellix Alert: Domain Fronting detected from 92.19.45.41 targeting 72.15.242.131 MITRE Technique: T1566.001 | null | null | null | null | null | null | null | {
"baseline_deviation": 1.27,
"entropy": 5.4,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
ad6f93dc-230d-4738-aa05-692c6ed3d461 | 2025-06-09T13:23:37 | ids_alert | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|critical| desc=OSSEC Alert: DNS Tunneling detected from 129.32.36.104 targeting 172.49.232.218 No additional info | {
"geo_location": "Vietnam",
"device_hash": "9da6f86480f134aaa5e1b3e2ed3e5b615238c3f7",
"user_agent": "Mozilla/5.0 (Linux; Android 6.0) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/19.0.898.0 Safari/532.0",
"session_id": "e5e62ee2-a5e4-4e98-9663-759708ccdc31",
"risk_score": 56.47,
"confidence": 0.71
} | 129.32.36.104 | 172.49.232.218 | DNS Tunneling | SIG-2106 | Exploit | No additional info | OSSEC Alert: DNS Tunneling detected from 129.32.36.104 targeting 172.49.232.218 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d9726ae0-cddd-4998-bfb1-8d93df52cd56 | 2025-05-07T00:38:13 | ids_alert | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|medium| desc=CrowdStrike Alert: XSS detected from 82.41.110.189 targeting 31.151.141.25 Zero-day exploit pattern detected | {
"geo_location": "Greece",
"device_hash": "5804e45cee1da2f425b763c0df8921e016df98f6790aa28630c836a087dcaa66",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_2 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) CriOS/62.0.885.0 Mobile/60V170 Safari/534.1",
"session_id": "24a2ed47-297b-4d87-9197-47541cab1bdd",
"risk_score": 65.59,
"confidence": 0.76
} | 82.41.110.189 | 31.151.141.25 | XSS | SIG-2524 | Evasion | Zero-day exploit pattern detected | CrowdStrike Alert: XSS detected from 82.41.110.189 targeting 31.151.141.25 Zero-day exploit pattern detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8581816f-06b8-4cc9-90d1-6f3cd4aae095 | 2025-01-15T19:33:36 | firewall | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|info| desc=Firewall log-only SMB traffic from 83.164.249.193:775 to 24.90.46.135:964 MITRE Technique: T1547.001 | {
"geo_location": "Finland",
"device_hash": "987b6c97a42e3118fe7a2c97c8ec9fdf",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_9 rv:3.0; ve-ZA) AppleWebKit/534.33.4 (KHTML, like Gecko) Version/4.0 Safari/534.33.4",
"session_id": "2af16e3e-2b10-4a4d-b597-02d60fcc9cd5",
"risk_score": 71.25,
"confidence": 0.61
} | 83.164.249.193 | 24.90.46.135 | null | null | null | MITRE Technique: T1547.001 | Firewall log-only SMB traffic from 83.164.249.193:775 to 24.90.46.135:964 MITRE Technique: T1547.001 | log-only | 296,657 | SMB | null | null | null | null | null | null | null | null | 775 | 964 | 1,839 | null | null | null | null | null | null | null |
8519f40a-16de-44d2-a4c1-6e448b041fc3 | 2025-05-20T01:51:17 | ai | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by evan49 No additional info noise=338364E4 | {
"geo_location": "Bulgaria",
"device_hash": "be8653d259365489d7af46d2ca0eb771",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 7_1_2 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) CriOS/42.0.803.0 Mobile/94Z638 Safari/533.2",
"session_id": "10aa2769-49a2-408e-b070-70cf657c93a1",
"risk_score": 48.56,
"confidence": 0.69
} | null | null | null | null | null | No additional info | AI system prompt_injection by evan49 No additional info | prompt_injection | null | null | evan49 | null | null | null | null | null | null | null | null | null | null | null | null | model-82513e44 | 02d2d83413982a43ea724e64c2997ce6 | d2bc126c7fa897b0dc4513afc029fea0 | null | null |
5939a6f7-a97e-49b1-b6b6-f6b544ac83a2 | 2025-06-19T15:14:00 | auth | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|high| desc=Auth challenge for ronaldbraun via MFA from 155.247.144.244 MITRE Technique: T1543.003 | {
"geo_location": "Albania",
"device_hash": "8b47516cf59a2461cf0a26359ba035896d7ed452cb89f483651f5098aad941b8",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/7258-10-04 02:41:02 Firefox/3.6.7",
"session_id": "7a11cb27-026f-46e0-9069-6be97f4186b3",
"risk_score": 34.73,
"confidence": 0.65
} | 155.247.144.244 | null | null | null | null | MITRE Technique: T1543.003 | Auth challenge for ronaldbraun via MFA from 155.247.144.244 MITRE Technique: T1543.003 | challenge | null | null | ronaldbraun | null | null | null | null | null | null | null | null | null | null | MFA | 7f:b8:b0:92:90:90 | null | null | null | null | null |
49c0ec10-67a4-4b9e-8511-4d6044a04132 | 2025-04-26T10:21:45 | ids_alert | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|high| desc=ArcSight Alert: Port Scan detected from 93.42.66.13 targeting 140.252.108.229 No additional info | {
"geo_location": "Rwanda",
"device_hash": "bbdbc77e6648406486b9849b243636df",
"user_agent": "Opera/8.92.(Windows NT 5.01; nhn-MX) Presto/2.9.176 Version/10.00",
"session_id": "beaf2827-e809-4964-b409-895792eb0271",
"risk_score": 69.08,
"confidence": 0.7
} | 93.42.66.13 | 140.252.108.229 | Port Scan | SIG-3048 | Evasion | No additional info | ArcSight Alert: Port Scan detected from 93.42.66.13 targeting 140.252.108.229 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
346ae37e-14ac-48e8-b10c-d4dee9ea2269 | 2025-05-24T11:28:49 | auth | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|low| desc=Auth bypass for pooleedwin via OAuth from 115.163.56.41 No additional info | {
"geo_location": "Lao People's Democratic Republic",
"device_hash": "62ac212d79f96ad5c34da79cba8f857172575e3e",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_8 rv:5.0; st-ZA) AppleWebKit/534.5.3 (KHTML, like Gecko) Version/4.0.4 Safari/534.5.3",
"session_id": "3ef205ce-9f9b-4897-865c-5198adeff588",
"risk_score": 36.66,
"confidence": 0.26
} | 115.163.56.41 | null | null | null | null | No additional info | Auth bypass for pooleedwin via OAuth from 115.163.56.41 No additional info | bypass | null | null | pooleedwin | null | null | null | null | null | null | null | null | null | null | OAuth | f9:74:d0:ab:f0:4a | null | null | null | null | null |
142ca1ca-b5de-43e4-86da-f7c44a453b0a | 2028-03-14T07:13:34 | auth | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|high| desc=Auth locked for chenderson via biometric from 36.245.153.198 No additional info | {
"geo_location": "Iran",
"device_hash": "d02fcb7b0febdc90bcc073f3ea822c1631566d8b94b1c6f566290db56d8bb6dd",
"user_agent": "Opera/8.59.(X11; Linux x86_64; sk-SK) Presto/2.9.170 Version/11.00",
"session_id": "c53b8caa-a001-43e0-b67e-490fb17d1bc7",
"risk_score": 29.26,
"confidence": 0.14
} | 36.245.153.198 | null | null | null | null | No additional info | Auth locked for chenderson via biometric from 36.245.153.198 No additional info | locked | null | null | chenderson | null | null | null | null | null | null | null | null | null | null | biometric | 70:7b:38:b0:d9:8e | null | null | null | null | null |
5d1a5a0d-8982-421b-b759-71535d812ded | 2025-02-13T07:22:16 | ai | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by jacobwinters MITRE Technique: T1486 | Training data poisoning attempt | {
"geo_location": "Pakistan",
"device_hash": "39fd33f301e7d2b4f4121674eb3b34397f2f1bd1",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/535.10.7 (KHTML, like Gecko) Version/4.0.5 Safari/535.10.7",
"session_id": "beff9dcd-735e-419d-b547-5e4d6ce35c84",
"risk_score": 74.02,
"confidence": 0.59
} | null | null | null | null | null | MITRE Technique: T1486 | Training data poisoning attempt | AI system prompt_injection by jacobwinters MITRE Technique: T1486 | Training data poisoning attempt | prompt_injection | null | null | jacobwinters | null | null | null | null | null | null | null | null | null | null | null | null | model-02c9bb4a | 0aa534d785853fde0863f98b949ca66c20c822fc | d718bbd8395df44a91013bc28e889da1315ca5f5b85d68e082b26ec8588e0962 | null | null |
d5db5d1e-aeae-458e-ba26-032923632a28 | 2025-03-27T00:34:44 | iot | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical side_channel No additional info | {
"geo_location": "Pitcairn Islands",
"device_hash": "b0b7f4810a00c019e1dbf6bf7110c05b21c85f53",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/47.0.897.0 Safari/532.0",
"session_id": "d5a27949-64b5-4487-8b47-b21e6b0653f2",
"risk_score": 54.79,
"confidence": 0.23
} | null | null | null | null | null | No additional info | IoT device Medical side_channel No additional info | side_channel | null | null | null | null | null | null | null | Medical | iot-e7326f77 | 6.7 | null | null | null | null | null | null | null | null | null | null |
e22af9d4-df47-44b5-a662-33e7a1fe7b03 | 2025-04-28T15:30:57 | cloud | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|high| desc=Cloud storage_access in AWS by millernicole No additional info | {
"geo_location": "Malaysia",
"device_hash": "684ae66762a3b7869da64796d7c90d9b",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_0) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/59.0.879.0 Safari/532.1",
"session_id": "2f3fadf2-586c-4f7a-a6bd-b23556b47238",
"risk_score": 40,
"confidence": 0.96
} | null | null | null | null | null | No additional info | Cloud storage_access in AWS by millernicole No additional info | storage_access | null | null | millernicole | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-6d411213 |
ccb85725-3399-42ed-8d05-4c97672e3ab6 | 2025-02-15T09:56:36 | endpoint | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|medium| desc=Endpoint service_install /pick/everything.mp3 by mackenzierodriguez No additional info | {
"geo_location": "Hungary",
"device_hash": "12a1b39e436ffe4e457dd83c2dff23222e4d7531251e4165390ddb549910e024",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/4.1)",
"session_id": "090a3dd5-42cd-44a1-9395-910efbfd827f",
"risk_score": 57.8,
"confidence": 0.4
} | null | null | null | null | null | No additional info | Endpoint service_install /pick/everything.mp3 by mackenzierodriguez No additional info | service_install | null | null | mackenzierodriguez | /pick/everything.mp3 | 9,270 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a5f5a06e-5905-4431-9b96-98bc94a90be3 | 2025-03-07T23:17:16 | network | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|medium| desc=Network connection from 41.13.214.228 to 178.173.247.159 MITRE Technique: T1486 | {
"geo_location": "Samoa",
"device_hash": "a99818f7b27729cbec76a106d3e32c748c95c02d1a8dd16d5d76d70a82bea671",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_9 rv:6.0; nso-ZA) AppleWebKit/534.6.4 (KHTML, like Gecko) Version/4.0 Safari/534.6.4",
"session_id": "b9982480-47ba-4bfc-bd7c-acfe391adc73",
"risk_score": 60.35,
"confidence": 0.03
} | 41.13.214.228 | 178.173.247.159 | null | null | null | MITRE Technique: T1486 | Network connection from 41.13.214.228 to 178.173.247.159 MITRE Technique: T1486 | connection | 148,656 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d2a55770-15d3-4eef-a6da-e2a99a17c3dd | 2025-03-03T11:35:31 | ids_alert | Splunk v9.0.2 | emergency | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|emergency| desc=Splunk Alert: Zero-Day Exploit detected from 18.64.4.42 targeting N/A Obfuscated payload detected | {
"geo_location": "Algeria",
"device_hash": "22c027eaee15a7f3370ae04cbe100845f06b94ed",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_3; rv:1.9.3.20) Gecko/4280-02-18 10:20:32 Firefox/15.0",
"session_id": "f5a25cd0-0072-4d11-b5ff-04e10e4b77b1",
"risk_score": 46.26,
"confidence": 0.45
} | 18.64.4.42 | N/A | Zero-Day Exploit | SIG-3690 | Malware | Obfuscated payload detected | Splunk Alert: Zero-Day Exploit detected from 18.64.4.42 targeting N/A Obfuscated payload detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
03d4cc91-3604-4159-81d0-61ed2d48d4cc | 2025-04-19T14:48:33 | cloud | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud api_abuse in Alibaba by ryanamy No additional info | {
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "3b8777cca4dd9b253887fcf45327baeac3b61bde",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/8810-12-11 13:40:55 Firefox/3.6.20",
"session_id": "1503267e-473b-4eaa-867f-5fbb996587e5",
"risk_score": 76.36,
"confidence": 0.85
} | null | null | null | null | null | No additional info | Cloud api_abuse in Alibaba by ryanamy No additional info | api_abuse | null | null | ryanamy | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-5f46baa4 |
a25cd0a6-e3a2-4a5f-be56-795d0ab092a8 | 2025-07-07T07:54:28 | network | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|info| desc=Network data_exfiltration from 10.25.32.216 to 112.11.100.38 No additional info | {
"geo_location": "Guinea",
"device_hash": "6e21d64163db334d14e52a2fab0c690a",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 16_7_7 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/16.8g7844.0 Mobile/64A719 Safari/535.0",
"session_id": "b5a2c6fe-caba-459e-b002-539fdcf930de",
"risk_score": 18.43,
"confidence": 0.82
} | 10.25.32.216 | 112.11.100.38 | null | null | null | No additional info | Network data_exfiltration from 10.25.32.216 to 112.11.100.38 No additional info | data_exfiltration | 835,902 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a9d734b8-8daf-4c6e-ba25-e9bd9c81d743 | 2025-01-18T03:15:43 | ai | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|info| desc=AI system training_data_poisoning by james27 Associated Threat Actor: APT41 | {
"geo_location": "Namibia",
"device_hash": "5600afdcff04e867850f4f3f480bf1c87c2c5366b2562175f9e7c9cf845ca139",
"user_agent": "Opera/9.28.(X11; Linux i686; af-ZA) Presto/2.9.176 Version/10.00",
"session_id": "156ca992-257f-429e-8aa9-9fc9fb2a8ed9",
"risk_score": 38.95,
"confidence": 0.21
} | null | null | null | null | null | Associated Threat Actor: APT41 | AI system training_data_poisoning by james27 Associated Threat Actor: APT41 | training_data_poisoning | null | null | james27 | null | null | null | null | null | null | null | null | null | null | null | null | model-e94c96c3 | 794d2d1e75967607abcf9df6c4dff3c21c34865e12521d8fee8298f7fc76a04f | 350c79972a69a9cc82f1234c740e21eada03ad4c | null | null |
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