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 | user stringlengths 3 22 ⌀ | action stringclasses 55
values | method stringclasses 7
values | src_ip stringlengths 8 15 ⌀ | mac_address stringlengths 17 17 ⌀ | additional_info stringlengths 18 148 | description stringlengths 45 225 | 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 ⌀ | behavioral_analytics dict | dst_ip stringlengths 3 15 ⌀ | bytes int64 105 1,000k ⌀ | protocol stringclasses 10
values | device_type stringclasses 5
values | device_id stringlengths 12 12 ⌀ | firmware_version stringclasses 100
values | object stringlengths 1 32 ⌀ | process_id int64 100 10k ⌀ | parent_process stringclasses 4
values | src_port int64 1 65.5k ⌀ | dst_port int64 1 65.5k ⌀ | duration int64 1 3.6k ⌀ | alert_type stringclasses 17
values | signature_id stringlengths 8 8 ⌀ | category stringclasses 5
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39c16e48-78e5-4b31-b27c-e9e8dc03956b | 2025-06-21T06:21:21 | firewall | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|high| desc=Firewall deny DNS traffic from 145.118.252.245:847 to 174.82.128.154:48 Associated Threat Actor: APT34 | {
"geo_location": "Kiribati",
"device_hash": "db4356f3890f922fc0ce7b75cff975c1697ac438",
"user_agent": "Mozilla/5.0 (Linux; Android 4.1) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/15.0.855.0 Safari/531.1",
"session_id": "0b80fa3d-a2c8-4721-9ded-bb567f810ad6",
"risk_score": 33.76,
"confidence": 0.64
} | null | deny | null | 145.118.252.245 | null | Associated Threat Actor: APT34 | Firewall deny DNS traffic from 145.118.252.245:847 to 174.82.128.154:48 Associated Threat Actor: APT34 | null | null | null | null | null | null | 174.82.128.154 | 601,360 | DNS | null | null | null | null | null | null | 847 | 48 | 2,400 | null | null | null |
723030da-c172-41b9-b61a-aa3b7b49e173 | 2027-08-06T02:06:28 | ai | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by harrisjackie No additional info | {
"geo_location": "Papua New Guinea",
"device_hash": "6c785166fd8580170a37a6232459318925379e662c0f659d5d3e5414b8c56ea4",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; doi-IN) AppleWebKit/535.36.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B117 Safari/6535.36.5",
"session_id": "a51ae465-60... | harrisjackie | prompt_injection | null | null | null | No additional info | AI system prompt_injection by harrisjackie No additional info | model-50b85b8b | 9e16fbc4c21d41162e696d4ca6bb39df5852ec3e | 9ee7286ffd0f555806f46d1dc6c42bbab856b9e451ce0479509ad4d48d93e72f | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5848d5fb-d84a-4103-876f-712e89de3a16 | 2025-05-23T07:34:41 | cloud | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud permission_escalation in OCI by sheila28 No additional info | {
"geo_location": "Bolivia",
"device_hash": "9b303803db4778afdba11e4a66c844d87d0cd946fc812920cd3c293efdcb4b53",
"user_agent": "Opera/9.51.(Windows NT 5.01; rw-RW) Presto/2.9.189 Version/11.00",
"session_id": "5bdb91f9-ae8a-4bc9-885d-3650a7765215",
"risk_score": 74.36,
"confidence": 0.62
} | sheila28 | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in OCI by sheila28 No additional info | null | null | null | OCI | res-c095adf0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5b83fb12-f0f0-4bc6-970a-f1a2157e630a | 2025-03-11T06:53:46 | ai | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|low| desc=AI system model_inversion by brandyray MITRE Technique: T1190 | {
"geo_location": "Netherlands Antilles",
"device_hash": "cae54669993a82bfe780e9ff384fda38274a3ddc",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; kn-IN) AppleWebKit/532.29.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6532.29.1",
"session_id": "82284a95-8f35-418b-849f-ced6ac76... | brandyray | model_inversion | null | null | null | MITRE Technique: T1190 | AI system model_inversion by brandyray MITRE Technique: T1190 | model-9850fc50 | 9e2d9df1fc82122f9054be2cb7b3376d | c6fc1eea1bd3c70ef03617a325b7aba6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a1be3789-cbc7-492b-8fc3-3e38be98090c | 2025-04-13T02:18:52 | ai | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|medium| desc=AI system model_inversion by thoward No additional info | {
"geo_location": "United States Minor Outlying Islands",
"device_hash": "82843fd155fadcbd6791a9b3abad854a",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 12_4_4 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) CriOS/56.0.808.0 Mobile/92Q571 Safari/534.0",
"session_id": "c38abaa2-0a6b-45d6-8938-ffb78ef0e967... | thoward | model_inversion | null | null | null | No additional info | AI system model_inversion by thoward No additional info | model-4efc88ed | 5fc6f0274447c714f2cc6bbb96e2dc7946f61805f705f8060b5176e212f66b1f | 4c6bf3bb44c4e0b974c5e20796dd48ba6033b498cfd125402529847e5b57c2b1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
30e2756e-2700-4f06-8be7-20096556fcbc | 2025-03-04T06:54:22 | cloud | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|info| desc=Cloud permission_escalation in OCI by lewisdavid No additional info | {
"geo_location": "Switzerland",
"device_hash": "852abb6b53d137a95555ab11246e75ad",
"user_agent": "Mozilla/5.0 (Windows NT 11.0; om-ET; rv:1.9.0.20) Gecko/8739-08-23 20:20:43 Firefox/6.0",
"session_id": "30e64da1-ae5e-4653-b495-5afda27b38d2",
"risk_score": 37.51,
"confidence": 0.76
} | lewisdavid | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in OCI by lewisdavid No additional info | null | null | null | OCI | res-5f118b72 | {
"baseline_deviation": 1.05,
"entropy": 5.16,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
09779e37-7b96-42dc-856f-7a553553a886 | 2025-02-11T01:40:19 | network | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 35.244.41.173 to 219.106.9.14 No additional info | {
"geo_location": "British Virgin Islands",
"device_hash": "3dbefb947331ecb64d72b0da2e3956149e094cd3",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_8; rv:1.9.5.20) Gecko/7213-10-24 06:07:17 Firefox/4.0",
"session_id": "5fde4a59-d66a-444b-9b42-31670df1b5e3",
"risk_score": 46.76,
"confidence": 0.0... | null | covert_channel | null | 35.244.41.173 | null | No additional info | Network covert_channel from 35.244.41.173 to 219.106.9.14 No additional info | null | null | null | null | null | null | 219.106.9.14 | 794,387 | UDP | null | null | null | null | null | null | null | null | null | null | null | null |
ff860719-f759-43cb-bd26-d4a1a7810823 | 2025-05-14T18:00:48 | auth | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|low| desc=Auth locked for william46 via SAML from 126.105.149.121 MITRE Technique: T1053.005 | {
"geo_location": "Burkina Faso",
"device_hash": "9c7dd7373c9e88240b43e1bc3ec36e2a2ae5955c",
"user_agent": "Mozilla/5.0 (Windows NT 5.01) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/13.0.829.0 Safari/533.0",
"session_id": "4b9e7c66-a20c-445d-9292-d163e2fd4185",
"risk_score": 33.8,
"confidence": 0.65
} | william46 | locked | SAML | 126.105.149.121 | a7:3f:67:d9:a8:8f | MITRE Technique: T1053.005 | Auth locked for william46 via SAML from 126.105.149.121 MITRE Technique: T1053.005 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e4ecdc44-9348-4579-891c-92b0cdd1329a | 2025-05-12T10:54:59 | endpoint | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint driver_load argue by jessica71 No additional info noise=big|from|work | {
"geo_location": "Central African Republic",
"device_hash": "4976c2cbb95aec2c25334d51d2695cf4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 11.0; Trident/5.1)",
"session_id": "a401d2c3-ccca-40e9-b77d-3a2dc17bc796",
"risk_score": 40.57,
"confidence": 0.77
} | jessica71 | driver_load | null | null | null | No additional info | Endpoint driver_load argue by jessica71 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | argue | 6,676 | cmd.exe | null | null | null | null | null | null |
fec5aa7b-5006-4122-aedc-5c8985747442 | 2025-06-09T07:31:30 | iot | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical sensor_spoofing No additional info | {
"geo_location": "Guinea",
"device_hash": "b1278dd7d0a52112e7469ebab206a26b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/534.4.2 (KHTML, like Gecko) Version/5.0 Safari/534.4.2",
"session_id": "ae89e4ae-fa8e-4f3d-b992-5e31040561aa",
"risk_score": 31.45,
"confidence": 0.91
} | null | sensor_spoofing | null | null | null | No additional info | IoT device Medical sensor_spoofing No additional info | null | null | null | null | null | null | null | null | null | Medical | iot-bf51c3da | 1.2 | null | null | null | null | null | null | null | null | null |
cad9e22e-562e-424f-8445-4e7d303b0ad4 | 2025-04-01T16:30:30 | ids_alert | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|medium| desc=QRadar Alert: MFA Bypass detected from 217.12.127.38 targeting N/A Obfuscated payload detected | {
"geo_location": "Saint Helena",
"device_hash": "d959e0f6c6bac5e6a8ab214f8d1976c61c9378db",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/532.50.3 (KHTML, like Gecko) Version/5.0 Safari/532.50.3",
"session_id": "3207ac29-cf5d-46eb-9d1a-6f99d45d897b",
"risk_score": 38.26,
"confidence":... | null | null | null | 217.12.127.38 | null | Obfuscated payload detected | QRadar Alert: MFA Bypass detected from 217.12.127.38 targeting N/A Obfuscated payload detected | null | null | null | null | null | null | N/A | null | null | null | null | null | null | null | null | null | null | null | MFA Bypass | SIG-4533 | Recon |
b1c3aeb3-56a6-4b03-9cfe-83bcf80b9b5d | 2025-06-10T02:37:26 | cloud | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|info| desc=Cloud permission_escalation in OCI by stephanieanderson No additional info | {
"geo_location": "Bermuda",
"device_hash": "0a362498675fdba2da65587384c7bbbe5e8e8489",
"user_agent": "Mozilla/5.0 (Windows NT 5.0; yue-HK; rv:1.9.0.20) Gecko/4758-05-31 00:46:15 Firefox/3.6.3",
"session_id": "1ac53b74-86f9-41b3-bf07-d2e45bfedd12",
"risk_score": 19.55,
"confidence": 0.43
} | stephanieanderson | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in OCI by stephanieanderson No additional info | null | null | null | OCI | res-eeee55b0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44b54601-aceb-445e-8d05-3cf232e98c10 | 2025-03-10T23:37:46 | auth | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|info| desc=Auth timeout for donaldsonstephanie via SAML from 65.162.107.14 No additional info | {
"geo_location": "Burundi",
"device_hash": "c92b394c3df9841b0c0ce4db018b263d",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; si-LK; rv:1.9.2.20) Gecko/2456-01-14 16:19:14 Firefox/3.6.18",
"session_id": "67342dcd-9cad-4dea-8fc6-f542a6e3927e",
"risk_score": 86.4,
"confidence": 0.24
} | donaldsonstephanie | timeout | SAML | 65.162.107.14 | 3c:b6:c6:e4:50:40 | No additional info | Auth timeout for donaldsonstephanie via SAML from 65.162.107.14 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
699e4dc5-9928-4653-87a6-617b6160254f | 2025-02-02T13:15:25 | endpoint | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|low| desc=Endpoint driver_load amount by michaelmendoza No additional info noise=FEFB5789 | {
"geo_location": "Turkey",
"device_hash": "7b66d68f63f303ccdc5f88f304403381d481d92d",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_4 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) CriOS/30.0.863.0 Mobile/24Z219 Safari/532.0",
"session_id": "fd0fcfd0-7dcf-40ff-9833-ad80c1b54762",
"risk_score":... | michaelmendoza | driver_load | null | null | null | No additional info | Endpoint driver_load amount by michaelmendoza No additional info | null | null | null | null | null | null | null | null | null | null | null | null | amount | 5,668 | explorer.exe | null | null | null | null | null | null |
0378d331-0119-4b46-886f-fae38dd96156 | 2025-02-09T05:16:44 | ids_alert | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|critical| desc=QRadar Alert: XSS detected from 86.208.122.0 targeting N/A No additional info noise=2E7D9ED0 | {
"geo_location": "Bahamas",
"device_hash": "a4cbfdd77b0bc2aaa6c30b87e9fd38c3",
"user_agent": "Opera/8.48.(X11; Linux i686; lij-IT) Presto/2.9.162 Version/10.00",
"session_id": "948539bb-a1d7-4ea2-a8df-be5e10a67dee",
"risk_score": 41.76,
"confidence": 0.95
} | null | null | null | 86.208.122.0 | null | No additional info | QRadar Alert: XSS detected from 86.208.122.0 targeting N/A No additional info | null | null | null | null | null | null | N/A | null | null | null | null | null | null | null | null | null | null | null | XSS | SIG-9280 | Evasion |
d99a3b3d-1af0-4198-8514-010bd47f35bd | 2025-06-21T10:15:10 | iot | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|critical| desc=IoT device Sensor sensor_spoofing MITRE Technique: T1204.002 | {
"geo_location": "United States Minor Outlying Islands",
"device_hash": "32cc79a785ed40465de3d945ab639e5516dbaf5a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 10.0; Trident/4.1)",
"session_id": "1cf73742-176c-4e2f-878c-b06e2516010a",
"risk_score": 71.38,
"confidence": 0.71
} | null | sensor_spoofing | null | null | null | MITRE Technique: T1204.002 | IoT device Sensor sensor_spoofing MITRE Technique: T1204.002 | null | null | null | null | null | null | null | null | null | Sensor | iot-e1538471 | 5.6 | null | null | null | null | null | null | null | null | null |
e153acb3-26d9-4b89-8d89-f0823e5677db | 2025-06-08T21:07:04 | ai | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|critical| desc=AI system training_data_poisoning by meganhorn MITRE Technique: T1134.001 | {
"geo_location": "Rwanda",
"device_hash": "ad79322d717a388e3951adaafc307ba02d980e446d6a6770aac8440ab6a9ca85",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_4 rv:5.0; sd-IN) AppleWebKit/533.5.5 (KHTML, like Gecko) Version/5.0 Safari/533.5.5",
"session_id": "3305b6d1-1361-44eb-8349-8a7a31d46dfc",
"r... | meganhorn | training_data_poisoning | null | null | null | MITRE Technique: T1134.001 | AI system training_data_poisoning by meganhorn MITRE Technique: T1134.001 | model-5f37ff38 | 84f13a84bdfe2fd05add9a373d69769c5473f1de5d5bc47417c5b4e8e6a4f18e | 2e65ceb40ef40473f6135771f7ae9f20 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b4a8c3d8-cf6f-4696-b3f3-d7ed06529d38 | 2025-04-02T23:43:09 | endpoint | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|info| desc=Endpoint process_start /buy/article.mp3 by youngandrew Associated Threat Actor: APT38 noise=5F782BF7 | {
"geo_location": "Norway",
"device_hash": "689ecae891df618f432a7fe0320d7453",
"user_agent": "Opera/9.41.(X11; Linux i686; bg-BG) Presto/2.9.184 Version/12.00",
"session_id": "c21a3093-fb07-4cf4-b823-43bb6065ae65",
"risk_score": 11.51,
"confidence": 0.94
} | youngandrew | process_start | null | null | null | Associated Threat Actor: APT38 | Endpoint process_start /buy/article.mp3 by youngandrew Associated Threat Actor: APT38 | null | null | null | null | null | null | null | null | null | null | null | null | /buy/article.mp3 | 6,517 | explorer.exe | null | null | null | null | null | null |
ffba613e-0e20-4af5-a5b3-f60a1de30d93 | 2025-07-08T12:44:25 | ai | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|info| desc=AI system model_inversion by dedwards MITRE Technique: T1204.002 | {
"geo_location": "Lesotho",
"device_hash": "55e85e29fe44d3ddd1323b2801c8112d1c065edd",
"user_agent": "Opera/9.97.(Windows NT 5.01; tk-TM) Presto/2.9.189 Version/10.00",
"session_id": "fc3150e5-5b0c-4fc7-a99b-85ccf1a1a16b",
"risk_score": 69.56,
"confidence": 0.28
} | dedwards | model_inversion | null | null | null | MITRE Technique: T1204.002 | AI system model_inversion by dedwards MITRE Technique: T1204.002 | model-0165fa8f | 6ea238dfa07eb607ab8622487511a1c8a03de101b5924b58d975cca3d82afc1b | cac9b41f3dbd1e519d0a44ad6100752cd1d5dc57 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d8b43627-86cc-49be-b6e4-ddb491b5ee62 | 2025-04-19T12:55:06 | ai | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|low| desc=AI system fine_tuning by mary10 MITRE Technique: T1134.001 noise=approach|beyond|Democrat | {
"geo_location": "Liberia",
"device_hash": "def17f779896df8215543d6132d4fb738f7895743b656eebe14c24826d17efea",
"user_agent": "Mozilla/5.0 (Android 2.3.4; Mobile; rv:42.0) Gecko/42.0 Firefox/42.0",
"session_id": "99b2d160-8d4e-45a2-a02e-df1f4bab1b0d",
"risk_score": 34.66,
"confidence": 0.46
} | mary10 | fine_tuning | null | null | null | MITRE Technique: T1134.001 | AI system fine_tuning by mary10 MITRE Technique: T1134.001 | model-fe221e23 | 65f8ed8eabfa4526c0975e172c148cb46262c9e1ab7c1da9d22a38abe1c358e7 | a22388ebcc487916beca0e7bb30aa24b9023c465 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
eed07f2d-5cea-4843-9a52-bca591504471 | 2025-02-09T00:23:31 | auth | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth failed for emays via password from 170.50.133.83 No additional info | {
"geo_location": "Cote d'Ivoire",
"device_hash": "5ee2c59ab20508ebe1beed5ac7968c591b7949dbc162ecf64b25d30e7b5ec9c5",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_5 rv:2.0; tcy-IN) AppleWebKit/532.6.3 (KHTML, like Gecko) Version/4.0.3 Safari/532.6.3",
"session_id": "0a5cb184-f67a-4fa1-8aa4-338b... | emays | failed | password | 170.50.133.83 | 72:a6:3b:4d:11:25 | No additional info | Auth failed for emays via password from 170.50.133.83 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6372d1ec-959f-425f-9891-659de9233186 | 2025-05-21T07:23:41 | ai | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by jharris MITRE Technique: T1059.001 | {
"geo_location": "Argentina",
"device_hash": "78c07ca611f03dbf60c32d8850c30c2be6947779",
"user_agent": "Mozilla/5.0 (Windows CE) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/17.0.849.0 Safari/531.1",
"session_id": "7dd720cb-f1bd-471f-b974-1c7f5d22b884",
"risk_score": 47.6,
"confidence": 0.8
} | jharris | prompt_injection | null | null | null | MITRE Technique: T1059.001 | AI system prompt_injection by jharris MITRE Technique: T1059.001 | model-36db5ccf | 252d8051b373d1d681c31777b75a2e5c921ca708 | f1b7da9a552dcaab0c8e14fd26776d20 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dd55f878-6d74-4b3a-bec1-70a0faedb0df | 2025-04-13T07:37:29 | ai | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|high| desc=AI system adversarial_input by wcarson MITRE Technique: T1053.005 | {
"geo_location": "Bahrain",
"device_hash": "7880efbdc3e745e67a16a22ac022febcd3ded78b",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 9_3_5 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) CriOS/61.0.843.0 Mobile/08Z903 Safari/535.1",
"session_id": "598e7ff0-b837-43ff-a405-a98354689516",
"risk_score": 47.... | wcarson | adversarial_input | null | null | null | MITRE Technique: T1053.005 | AI system adversarial_input by wcarson MITRE Technique: T1053.005 | model-c5fe3e47 | 710278a31d410a28367a5276902a5ce9 | 2baa474734035442f95cbed9ed987bbaa90658647fab1278d88cda3e0ed7a218 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4402cafb-8b0e-4557-9754-9eca7f3edb17 | 2025-02-28T01:03:30 | network | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 10.255.225.219 to 187.183.57.42 No additional info | {
"geo_location": "Cameroon",
"device_hash": "b1d8ef97fabfccba4161b495eb577af74d0e7f049730b067fefce10e60c81432",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_8_1) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/63.0.886.0 Safari/535.0",
"session_id": "598fa518-436b-4608-9fe3-c9ecc2374cc1",
"risk_s... | null | bandwidth_usage | null | 10.255.225.219 | null | No additional info | Network bandwidth_usage from 10.255.225.219 to 187.183.57.42 No additional info | null | null | null | null | null | {
"baseline_deviation": 2.98,
"entropy": 5.48,
"frequency_anomaly": false,
"sequence_anomaly": false
} | 187.183.57.42 | 606,629 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null |
360cdd01-4543-4306-b0f6-2e73357b03ea | 2025-05-31T21:40:23 | firewall | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall drop UDP traffic from 179.68.142.154:30602 to 12.130.34.115:795 No additional info | {
"geo_location": "Myanmar",
"device_hash": "9b4baee74d9ee0cf11c08e2be2a83f85c50eb08377c2956c02af77adc06306d0",
"user_agent": "Mozilla/5.0 (Android 2.3.4; Mobile; rv:53.0) Gecko/53.0 Firefox/53.0",
"session_id": "14c90152-d816-4a02-947c-9c97f861e9b5",
"risk_score": 35.34,
"confidence": 0.88
} | null | drop | null | 179.68.142.154 | null | No additional info | Firewall drop UDP traffic from 179.68.142.154:30602 to 12.130.34.115:795 No additional info | null | null | null | null | null | null | 12.130.34.115 | 251,654 | UDP | null | null | null | null | null | null | 30,602 | 795 | 1,331 | null | null | null |
7c453674-2cbd-482d-a587-4c574398b40a | 2025-06-28T10:15:37 | ids_alert | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|critical| desc=Splunk Alert: Domain Fronting detected from 198.178.30.101 targeting 144.96.255.162 No additional info noise=VGVhY2gga2V5Lg== | {
"geo_location": "Faroe Islands",
"device_hash": "ce83fcde011e0ed9ea330fcf7b0f2c56893f68765106c8a4ec63de1b05397c83",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_3 rv:4.0; ne-NP) AppleWebKit/535.21.4 (KHTML, like Gecko) Version/5.0.1 Safari/535.21.4",
"session_id": "71648432-6007-4e4b-bfca-5312... | null | null | null | 198.178.30.101 | null | No additional info | Splunk Alert: Domain Fronting detected from 198.178.30.101 targeting 144.96.255.162 No additional info | null | null | null | null | null | null | 144.96.255.162 | null | null | null | null | null | null | null | null | null | null | null | Domain Fronting | SIG-2796 | Evasion |
b8398a1d-32ac-4e98-a92a-4064eabec160 | 2025-04-09T16:46:29 | firewall | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop SMB traffic from 177.212.55.179:406 to 174.225.174.43:23 No additional info noise=TGV0dGVyLg== | {
"geo_location": "Jamaica",
"device_hash": "203ae89e9f65ffc5f22af0e9165b399fa63b1549",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; et-EE) AppleWebKit/531.19.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6531.19.4",
"session_id": "bf03086a-9e87-45ee-8ffe-74aaf3654d6e",
"ris... | null | drop | null | 177.212.55.179 | null | No additional info | Firewall drop SMB traffic from 177.212.55.179:406 to 174.225.174.43:23 No additional info | null | null | null | null | null | null | 174.225.174.43 | 495,291 | SMB | null | null | null | null | null | null | 406 | 23 | 1,304 | null | null | null |
e77570d8-bca4-482e-be07-0a6091268b0b | 2025-06-11T01:39:34 | network | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 222.113.10.241 to 50.239.75.75 No additional info | {
"geo_location": "Germany",
"device_hash": "30d6c6a2c7caed789dd1e1b1225ac9dab581d963",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_7) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/61.0.814.0 Safari/535.2",
"session_id": "2d992e7d-bc45-4efe-afeb-45d0a42b275d",
"risk_score": 67.9,
"confidence... | null | protocol_anomaly | null | 222.113.10.241 | null | No additional info | Network protocol_anomaly from 222.113.10.241 to 50.239.75.75 No additional info | null | null | null | null | null | null | 50.239.75.75 | 176,890 | TCP | null | null | null | null | null | null | null | null | null | null | null | null |
a3e891e1-d3d7-4117-ac49-746243af467e | 2025-07-06T12:38:33 | iot | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor side_channel No additional info | {
"geo_location": "Niue",
"device_hash": "d7f293365fbc35cde38d8434cd83d367",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/531.29.1 (KHTML, like Gecko) Version/4.0.1 Safari/531.29.1",
"session_id": "2763ab72-c9ee-4247-9701-e5836c022399",
"risk_score": 40.32,
"confidence": 0.86
} | null | side_channel | null | null | null | No additional info | IoT device Sensor side_channel No additional info | null | null | null | null | null | null | null | null | null | Sensor | iot-a8b59872 | 4.4 | null | null | null | null | null | null | null | null | null |
f8080ee3-e549-43ce-9ef1-cbbb17701aa6 | 2025-07-11T04:04:34 | ai | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|info| desc=AI system fine_tuning by jared64 No additional info | {
"geo_location": "Eritrea",
"device_hash": "a334531ccdb66517e888c6a6e644c5c0",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_0; rv:1.9.6.20) Gecko/3547-04-13 06:34:19 Firefox/7.0",
"session_id": "141b1f46-1103-46bd-b2d9-c8d1898e364d",
"risk_score": 52.18,
"confidence": 0.22
} | jared64 | fine_tuning | null | null | null | No additional info | AI system fine_tuning by jared64 No additional info | model-b8366374 | 629b2cdc14a314f8a586d8f6eb09d6d82c11710c25b96bf3c2ec06bc672e0cd1 | 79c17261c19f1c826fd56954913b7a71 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1b357da1-6ae4-4e82-8b62-2a96e317e7d8 | 2025-05-23T18:59:21 | network | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 58.177.28.223 to 66.222.77.6 No additional info | {
"geo_location": "Ecuador",
"device_hash": "ef00fcbecdcb4a22fb2149f21b9d5353",
"user_agent": "Mozilla/5.0 (Android 8.1.0; Mobile; rv:44.0) Gecko/44.0 Firefox/44.0",
"session_id": "932415d0-7000-44d0-8fd6-c478c6356af8",
"risk_score": 30.31,
"confidence": 0.58
} | null | covert_channel | null | 58.177.28.223 | null | No additional info | Network covert_channel from 58.177.28.223 to 66.222.77.6 No additional info | null | null | null | null | null | null | 66.222.77.6 | 726,935 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null |
b88b1a01-560a-45c6-8131-f42700dc4407 | 2025-02-03T23:28:11 | ai | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|low| desc=AI system training_data_poisoning by drakeandrew MITRE Technique: T1218.011 noise=BA6FA80E | {
"geo_location": "Poland",
"device_hash": "627a5b22c138e70119c949eebdc887ee",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/4.0)",
"session_id": "0d679460-6e5a-4b17-9059-895175c288a7",
"risk_score": 83.16,
"confidence": 0.21
} | drakeandrew | training_data_poisoning | null | null | null | MITRE Technique: T1218.011 | AI system training_data_poisoning by drakeandrew MITRE Technique: T1218.011 | model-4514ba78 | 3286539a142f639a592d5c31b8e206058aa2aa50f3604625010a738488aff47b | 8efcb89ddcfc25108fe427269018aef0b9970759 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e6f0bdd5-c230-481f-80da-c0e419af8425 | 2025-04-09T16:16:45 | ids_alert | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|low| desc=Palo Alto Cortex Alert: XSS detected from 93.44.53.139 targeting 25.159.221.132 No additional info | {
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "4f5ef82697fccba3da148705c422e7c141ca6f27b0623d5f8ce1ad2873de0875",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; ta-LK) AppleWebKit/535.11.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6535.11.1",
"session_id": "f... | null | null | null | 93.44.53.139 | null | No additional info | Palo Alto Cortex Alert: XSS detected from 93.44.53.139 targeting 25.159.221.132 No additional info | null | null | null | null | null | null | 25.159.221.132 | null | null | null | null | null | null | null | null | null | null | null | XSS | SIG-5121 | Policy |
62838e91-5987-42d1-899d-5feb5c177741 | 2025-04-03T23:10:13 | ids_alert | Darktrace v6.0.0 | emergency | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Darktrace Alert: Domain Fronting detected from 203.138.135.128 targeting 71.111.37.127 MITRE Technique: T1574.002 noise=main/list/category | {
"geo_location": "Georgia",
"device_hash": "283234e71e5fc008f4efed6617b5a828eb92c7dd",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_0) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/26.0.846.0 Safari/533.1",
"session_id": "f0d43587-a806-4486-9c3c-3ae60335e0f3",
"risk_score": 66.05,
"confidence... | null | null | null | 203.138.135.128 | null | MITRE Technique: T1574.002 | Darktrace Alert: Domain Fronting detected from 203.138.135.128 targeting 71.111.37.127 MITRE Technique: T1574.002 | null | null | null | null | null | {
"baseline_deviation": 1.92,
"entropy": 2.69,
"frequency_anomaly": true,
"sequence_anomaly": false
} | 71.111.37.127 | null | null | null | null | null | null | null | null | null | null | null | Domain Fronting | SIG-2270 | Evasion |
c3a85ba6-628b-423a-93e2-8a50e4b4413d | 2025-04-11T07:48:14 | ids_alert | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|low| desc=Tanium Alert: Zero-Day Exploit detected from 149.216.11.174 targeting 17.15.202.170 MITRE Technique: T1134.001 | Associated Threat Actor: REvil | {
"geo_location": "Seychelles",
"device_hash": "109a6e6d9bda201f4b72cf051e983621",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_4 rv:5.0; ta-IN) AppleWebKit/535.9.6 (KHTML, like Gecko) Version/5.0.1 Safari/535.9.6",
"session_id": "52a5a4f1-468e-44d8-a042-4dfd365ce2ff",
"risk_score": 35.31,
"... | null | null | null | 149.216.11.174 | null | MITRE Technique: T1134.001 | Associated Threat Actor: REvil | Tanium Alert: Zero-Day Exploit detected from 149.216.11.174 targeting 17.15.202.170 MITRE Technique: T1134.001 | Associated Threat Actor: REvil | null | null | null | null | null | null | 17.15.202.170 | null | null | null | null | null | null | null | null | null | null | null | Zero-Day Exploit | SIG-2722 | Evasion |
413b7f08-a2c0-4ccd-995c-c992df314205 | 2025-02-16T11:32:05 | ai | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by aaronhansen MITRE Technique: T1574.002 | {
"geo_location": "Papua New Guinea",
"device_hash": "678f47d77506703dbc25c3fd597838690af19afcbf7d5d0ad72f8f5bedb78c87",
"user_agent": "Opera/8.63.(Windows 98; Win 9x 4.90; bho-IN) Presto/2.9.161 Version/10.00",
"session_id": "a59d24b1-e04e-4ce5-8bb7-50ee34d78734",
"risk_score": 37.06,
"confidence": 0.28
} | aaronhansen | prompt_injection | null | null | null | MITRE Technique: T1574.002 | AI system prompt_injection by aaronhansen MITRE Technique: T1574.002 | model-36c10ffe | e955ae4fc89c3441c991a90c6f7f63d561a6124a | 06e52aad8e39b3e541c41a8e762f65b53e2db31a | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b06b63c2-d40d-4cf2-b45c-60ff07ac1632 | 2025-05-18T07:28:31 | auth | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|low| desc=Auth success for paulalvarez via SAML from 125.171.219.210 No additional info | {
"geo_location": "Hong Kong",
"device_hash": "1672c34eda9df18ea299d7955b939e6dcfa440eae55f5df672a04a541c242a0b",
"user_agent": "Mozilla/5.0 (Windows NT 5.0) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/41.0.829.0 Safari/531.1",
"session_id": "3ad8a135-bbca-4e77-9ee6-dcbbc9452d73",
"risk_score": 55.13,
"con... | paulalvarez | success | SAML | 125.171.219.210 | 24:1b:d9:2b:d6:f0 | No additional info | Auth success for paulalvarez via SAML from 125.171.219.210 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
84ba6c4d-84f1-4232-97ed-7fa4a5387c23 | 2025-04-07T11:51:59 | ai | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by cjohnson MITRE Technique: T1059.005 | {
"geo_location": "Guernsey",
"device_hash": "1bbb89ab55565a1ffefe95a0f1078e0b903062bb29c9879612248c89dabad0db",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/535.43.2 (KHTML, like Gecko) Version/5.0.5 Safari/535.43.2",
"session_id": "cab66740-4905-452e-a49f-e5bd873e6b89",
"risk_score": 33.6... | cjohnson | prompt_injection | null | null | null | MITRE Technique: T1059.005 | AI system prompt_injection by cjohnson MITRE Technique: T1059.005 | model-76d29e2f | 9bff9025182b4392a37a65419ef3e07d | 71f7c2c69c9bdfea4dc4a88b900f84a53174a615dd31586a9436fc4aef18a25c | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e5592988-8cae-459d-9bdb-4233fa450119 | 2025-04-16T10:06:10 | network | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 33.240.42.175 to 131.94.136.124 Associated Threat Actor: Scattered Spider noise=search/search/wp-content | {
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "71517576a64a38184451a80372ad45ec",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; it-CH) AppleWebKit/531.38.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6531.38.6",
"session_id": "43b9cdb6-770f-45fc-bf88-842... | null | bandwidth_usage | null | 33.240.42.175 | null | Associated Threat Actor: Scattered Spider | Network bandwidth_usage from 33.240.42.175 to 131.94.136.124 Associated Threat Actor: Scattered Spider | null | null | null | null | null | {
"baseline_deviation": 1.44,
"entropy": 7.26,
"frequency_anomaly": true,
"sequence_anomaly": false
} | 131.94.136.124 | 454,767 | UDP | null | null | null | null | null | null | null | null | null | null | null | null |
8380a84a-e8b0-4f3f-83e4-daa56a480732 | 2025-02-17T16:01:12 | ids_alert | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|low| desc=CrowdStrike Alert: ICS Attack detected from 129.174.237.58 targeting N/A MITRE Technique: T1486 | {
"geo_location": "Iran",
"device_hash": "4edf41a666893182a6bfd897f45fbf8b2e2060e478b26d04cc9f4b8a844dd43e",
"user_agent": "Opera/9.73.(Windows 95; en-GB) Presto/2.9.180 Version/12.00",
"session_id": "d3d9dbf1-ee73-41e4-ba44-c8cb5d114350",
"risk_score": 64.72,
"confidence": 0.89
} | null | null | null | 129.174.237.58 | null | MITRE Technique: T1486 | CrowdStrike Alert: ICS Attack detected from 129.174.237.58 targeting N/A MITRE Technique: T1486 | null | null | null | null | null | null | N/A | null | null | null | null | null | null | null | null | null | null | null | ICS Attack | SIG-2269 | Policy |
3e95b462-6d68-4aab-9a1c-6c3217818ce4 | 2025-07-02T06:51:42 | endpoint | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint file_access /film/international.flac by amywhite MITRE Technique: T1134.001 noise=magazine|do|weight | {
"geo_location": "Zambia",
"device_hash": "f377f91683ae7e630dbf88f2e61334b9",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_4 rv:5.0; mt-MT) AppleWebKit/531.39.5 (KHTML, like Gecko) Version/5.0 Safari/531.39.5",
"session_id": "5042ac53-858a-44f5-bd79-b524ef44197b",
"risk_score": 53.6,
"confi... | amywhite | file_access | null | null | null | MITRE Technique: T1134.001 | Endpoint file_access /film/international.flac by amywhite MITRE Technique: T1134.001 | null | null | null | null | null | null | null | null | null | null | null | null | /film/international.flac | 8,963 | svchost.exe | null | null | null | null | null | null |
0b56dd58-c0de-4edd-86e4-cf1edc654a98 | 2025-05-09T14:21:19 | auth | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|medium| desc=Auth challenge for jamie61 via MFA from 10.168.135.241 No additional info | {
"geo_location": "Kyrgyz Republic",
"device_hash": "ee771595086af02a88e10e882ade5e78ee522214e18f9f849e27be1e1ddcfd5d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/534.7.5 (KHTML, like Gecko) Version/5.0.2 Safari/534.7.5",
"session_id": "b0a34b91-4aeb-42d8-90fe-ce63a0791edf",
"risk_sco... | jamie61 | challenge | MFA | 10.168.135.241 | 51:7c:26:3e:52:d8 | No additional info | Auth challenge for jamie61 via MFA from 10.168.135.241 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e75bc80d-63d7-4cb4-9369-22cbbc81f642 | 2025-04-25T10:45:21 | endpoint | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint driver_load /it/notice.mov by gyoung No additional info | {
"geo_location": "Ireland",
"device_hash": "97590a00828d3e0834988e37184b05c0e933175b6a1a7d5eb6e61f6c88fbd07c",
"user_agent": "Opera/8.13.(Windows 98; Win 9x 4.90; wo-SN) Presto/2.9.180 Version/12.00",
"session_id": "2e50aa08-37b9-4472-ae95-1727b871f831",
"risk_score": 15.55,
"confidence": 0.89
} | gyoung | driver_load | null | null | null | No additional info | Endpoint driver_load /it/notice.mov by gyoung No additional info | null | null | null | null | null | null | null | null | null | null | null | null | /it/notice.mov | 4,221 | explorer.exe | null | null | null | null | null | null |
b42efe6a-c088-4d47-9425-92c1a872c0a6 | 2025-01-19T01:09:53 | iot | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor sensor_spoofing No additional info | {
"geo_location": "Micronesia",
"device_hash": "8642ac9fc7b9502c232057e01bffb5aa80473fc1",
"user_agent": "Opera/9.17.(X11; Linux x86_64; wa-BE) Presto/2.9.186 Version/11.00",
"session_id": "fab2b2ab-62b8-4e93-b822-99f173c98921",
"risk_score": 78.58,
"confidence": 0.46
} | null | sensor_spoofing | null | null | null | No additional info | IoT device Sensor sensor_spoofing No additional info | null | null | null | null | null | null | null | null | null | Sensor | iot-d3cb1f5f | 3.9 | null | null | null | null | null | null | null | null | null |
fff62806-c3c2-4010-804b-18ede1e8c744 | 2025-02-16T12:02:00 | cloud | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|info| desc=Cloud config_change in Alibaba by lcontreras No additional info | {
"geo_location": "Eritrea",
"device_hash": "6b972bdd0f7ebc00bb3a9ca47f111e8f",
"user_agent": "Mozilla/5.0 (Linux; Android 6.0) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/56.0.883.0 Safari/536.1",
"session_id": "69d22ce7-15be-4f02-9c59-1308ae35e66a",
"risk_score": 88.88,
"confidence": 0.65
} | lcontreras | config_change | null | null | null | No additional info | Cloud config_change in Alibaba by lcontreras No additional info | null | null | null | Alibaba | res-f8523fcb | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
170831ec-21e9-427f-b787-7a922426ed78 | 2025-03-06T21:04:36 | auth | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|low| desc=Auth bypass for reneewright via MFA from 3.83.238.255 No additional info | {
"geo_location": "Palau",
"device_hash": "8b9d1080b65c18a5cc4d2a1db42ca6a867b1a865ff84c0cf9f439fa67e745371",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; zu-ZA) AppleWebKit/534.46.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6534.46.6",
"session_id": "0e66f55d-33d1-4587-8716... | reneewright | bypass | MFA | 3.83.238.255 | 7b:0a:ea:f8:f6:f3 | No additional info | Auth bypass for reneewright via MFA from 3.83.238.255 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
03673bf2-8f5c-4133-810a-38baf7b8e4a9 | 2025-01-30T08:15:04 | endpoint | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task /rest/part.webm by powerscassandra No additional info | {
"geo_location": "Kenya",
"device_hash": "dc7c8d07e4e85283762ef7531276d5cc36617d82",
"user_agent": "Opera/9.81.(X11; Linux i686; zu-ZA) Presto/2.9.181 Version/12.00",
"session_id": "3372c2ad-eeec-4dad-b3c4-a6d17162a3cf",
"risk_score": 56.77,
"confidence": 0.56
} | powerscassandra | scheduled_task | null | null | null | No additional info | Endpoint scheduled_task /rest/part.webm by powerscassandra No additional info | null | null | null | null | null | null | null | null | null | null | null | null | /rest/part.webm | 8,624 | explorer.exe | null | null | null | null | null | null |
73e8ec46-1eeb-43c9-8e28-becd159185c9 | 2025-02-22T01:25:28 | network | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|critical| desc=Network disconnection from 10.36.10.148 to 10.54.80.214 No additional info | {
"geo_location": "Anguilla",
"device_hash": "bf53cb50ac20b7a3f069b4953a0f48c4",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_3; rv:1.9.6.20) Gecko/2187-09-12 09:32:54 Firefox/3.8",
"session_id": "576c514d-270d-4c8c-a9eb-1f6fc738e484",
"risk_score": 45.42,
"confidence": 0.52
} | null | disconnection | null | 10.36.10.148 | null | No additional info | Network disconnection from 10.36.10.148 to 10.54.80.214 No additional info | null | null | null | null | null | null | 10.54.80.214 | 657,815 | UDP | null | null | null | null | null | null | null | null | null | null | null | null |
ff071a38-753e-48d7-bffd-69b59bccd612 | 2025-07-05T03:20:57 | network | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|medium| desc=Network covert_channel from 188.97.124.134 to 184.33.76.11 DGA domain detected noise=TGV0IGZldy4= | {
"geo_location": "Christmas Island",
"device_hash": "deed25b981c3ab777d784a7766822d0f",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/41.0.894.0 Safari/533.1",
"session_id": "0af5e758-70fe-438f-8042-2c17d7a418be",
"risk_score": 35.93,
"confidence": 0.78
} | null | covert_channel | null | 188.97.124.134 | null | DGA domain detected | Network covert_channel from 188.97.124.134 to 184.33.76.11 DGA domain detected | null | null | null | null | null | null | 184.33.76.11 | 246,810 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null |
5568f643-f6ab-49ff-9058-0d2e7993bed5 | 2025-05-31T02:41:18 | ids_alert | Zeek v5.0.0 | emergency | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Zeek Alert: ICS Attack detected from 122.96.189.134 targeting N/A No additional info noise=spring|standard|each | {
"geo_location": "Anguilla",
"device_hash": "f2a012c49279c07f72b6d20344007f38",
"user_agent": "Opera/9.63.(X11; Linux i686; ms-MY) Presto/2.9.188 Version/10.00",
"session_id": "02534f7a-0df5-4262-8128-35c45426bde0",
"risk_score": 45.81,
"confidence": 0.41
} | null | null | null | 122.96.189.134 | null | No additional info | Zeek Alert: ICS Attack detected from 122.96.189.134 targeting N/A No additional info | null | null | null | null | null | null | N/A | null | null | null | null | null | null | null | null | null | null | null | ICS Attack | SIG-8027 | Malware |
eb2c842e-293c-44c2-a332-b5c947eec14f | 2025-06-07T00:15:10 | endpoint | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint service_install while by leroybest No additional info noise=15A7525E | {
"geo_location": "Saint Lucia",
"device_hash": "b426d74a661eb35812c23e34bb7a6073",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.6) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/19.0.800.0 Safari/532.0",
"session_id": "4d478b32-b4a3-498a-81fe-c511c6d3ffe7",
"risk_score": 58.09,
"confidence": 0.51
} | leroybest | service_install | null | null | null | No additional info | Endpoint service_install while by leroybest No additional info | null | null | null | null | null | null | null | null | null | null | null | null | while | 8,644 | powershell.exe | null | null | null | null | null | null |
d468efa2-bb5c-48b9-bbbf-fb3b9d76dc0f | 2025-04-17T04:56:32 | endpoint | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint file_access /just/quality.gif by epeterson Associated Threat Actor: Mustang Panda | {
"geo_location": "Bolivia",
"device_hash": "2d3acb05e40cb570b98978b74775411c5a840498",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_1; rv:1.9.2.20) Gecko/3787-09-01 12:40:01 Firefox/3.6.18",
"session_id": "ae701ac7-eca5-47fe-84bf-79dc784f1f6c",
"risk_score": 32.84,
"confidence": 0.35
} | epeterson | file_access | null | null | null | Associated Threat Actor: Mustang Panda | Endpoint file_access /just/quality.gif by epeterson Associated Threat Actor: Mustang Panda | null | null | null | null | null | null | null | null | null | null | null | null | /just/quality.gif | 218 | powershell.exe | null | null | null | null | null | null |
d7a163d9-606f-4cdf-a55d-b51fe4ad620a | 2029-11-13T02:45:52 | network | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 164.126.92.251 to 118.226.184.78 MITRE Technique: T1566.001 | {
"geo_location": "Lithuania",
"device_hash": "0960d7e96415258950b15881661db79b2d6a6c73",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/46.0.807.0 Safari/535.1",
"session_id": "899fca66-7009-4673-9c38-6efc18276b70",
"risk_score": 92.65,
"confidence": 0.95
} | null | data_exfiltration | null | 164.126.92.251 | null | MITRE Technique: T1566.001 | Network data_exfiltration from 164.126.92.251 to 118.226.184.78 MITRE Technique: T1566.001 | null | null | null | null | null | null | 118.226.184.78 | 340,373 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null |
4111b348-000a-44e0-aa74-67d0d36a4fdf | 2025-04-06T19:01:53 | ids_alert | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|medium| desc=QRadar Alert: Port Scan detected from 99.245.151.124 targeting N/A MITRE Technique: T1078.004 | {
"geo_location": "China",
"device_hash": "2f139986e70e5c6665d25a619795e3666c1982e8d43323d8f6eafb20676a4b13",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/7633-12-16 09:21:46 Firefox/4.0",
"session_id": "340183ca-e0f0-4bc4-bb55-ff8cc070d69d",
"risk_score": 30.41,
"confidence": 0.6
} | null | null | null | 99.245.151.124 | null | MITRE Technique: T1078.004 | QRadar Alert: Port Scan detected from 99.245.151.124 targeting N/A MITRE Technique: T1078.004 | null | null | null | null | null | {
"baseline_deviation": 1.12,
"entropy": 7.68,
"frequency_anomaly": false,
"sequence_anomaly": true
} | N/A | null | null | null | null | null | null | null | null | null | null | null | Port Scan | SIG-3575 | Evasion |
458ee68e-4c2c-4906-9c07-c2051b12a305 | 2025-04-16T16:32:12 | network | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 194.34.145.182 to 54.43.50.194 No additional info | {
"geo_location": "Mauritania",
"device_hash": "04ec51f1067a0792bf2e0e2e4d50946f1c0ce87c492eaf3a780a8c1abd937338",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/5.0)",
"session_id": "704d9ac7-783a-44f4-89c0-92e5d104916f",
"risk_score": 77.12,
"confidence": 0.55
} | null | bandwidth_usage | null | 194.34.145.182 | null | No additional info | Network bandwidth_usage from 194.34.145.182 to 54.43.50.194 No additional info | null | null | null | null | null | null | 54.43.50.194 | 721,535 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null |
240cc1e7-cca6-41b7-89c0-91cd372d200d | 2025-05-26T02:52:26 | iot | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical sensor_spoofing Unconventional IOC: UEFI variable tampering noise=green|also|space | {
"geo_location": "Guinea-Bissau",
"device_hash": "e270483f97d4d1814d6602e3743435de",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_8 rv:6.0; mhr-RU) AppleWebKit/535.1.6 (KHTML, like Gecko) Version/5.1 Safari/535.1.6",
"session_id": "1e18c08f-9a40-4d56-ab06-9a95770646e6",
"risk_score": 31.42,
... | null | sensor_spoofing | null | null | null | Unconventional IOC: UEFI variable tampering | IoT device Medical sensor_spoofing Unconventional IOC: UEFI variable tampering | null | null | null | null | null | null | null | null | null | Medical | iot-6c4cd620 | 8.4 | null | null | null | null | null | null | null | null | null |
933284f9-6498-4685-a05d-c8ba2774551a | 2025-03-31T22:26:55 | auth | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|low| desc=Auth success for zachary26 via biometric from 126.119.89.200 No additional info | {
"geo_location": "Cambodia",
"device_hash": "9574a3d1e45ce8621e9eeea645b413bca945c8128b1bff378dd23a0a937b551a",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/4152-07-11 21:29:15 Firefox/3.8",
"session_id": "38079610-dd57-4468-938d-b8c3fefb1101",
"risk_score": 64.68,
"confidence": 0.82
} | zachary26 | success | biometric | 126.119.89.200 | af:66:0a:d8:23:dd | No additional info | Auth success for zachary26 via biometric from 126.119.89.200 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b9f6b41c-f0fd-4254-bea4-bd1361d7c833 | 2025-06-22T18:18:10 | cloud | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|high| desc=Cloud container_escape in GCP by qrios No additional info | {
"geo_location": "China",
"device_hash": "33e7e7761fea37ec9219481b27184ab80cc46081",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; sa-IN) AppleWebKit/535.26.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B119 Safari/6535.26.1",
"session_id": "68e5bbff-62c7-45e2-b700-7bc3393cc191",
"risk_... | qrios | container_escape | null | null | null | No additional info | Cloud container_escape in GCP by qrios No additional info | null | null | null | GCP | res-710cc5c5 | {
"baseline_deviation": 0.76,
"entropy": 7.98,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
61b1f51b-314d-4593-8881-3d93cbeacc32 | 2025-07-10T17:21:55 | 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: DDoS detected from 99.190.189.129 targeting 72.213.41.242 No additional info | {
"geo_location": "United Arab Emirates",
"device_hash": "5f9b4a44b18319dc0de148b96771a0028ffb48bfc05b0fcab3891fbdd536b3e6",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/3231-06-08 19:35:51 Firefox/6.0",
"session_id": "a9be97ca-ddb6-4e24-8bf0-775ae42135e1",
"risk_score": 36.82,
"confidenc... | null | null | null | 99.190.189.129 | null | No additional info | Microsoft Sentinel Alert: DDoS detected from 99.190.189.129 targeting 72.213.41.242 No additional info | null | null | null | null | null | null | 72.213.41.242 | null | null | null | null | null | null | null | null | null | null | null | DDoS | SIG-7102 | Malware |
e601f90c-e2f6-4500-8ba2-e07c95f40959 | 2025-06-08T06:38:32 | cloud | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in GCP by sabrina95 No additional info | {
"geo_location": "French Southern Territories",
"device_hash": "6e64633bd8f8bfcce0bbc8b4060d3e4c",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; ja-JP; rv:1.9.1.20) Gecko/6214-11-04 21:04:57 Firefox/3.8",
"session_id": "949a213e-ad49-4923-b25c-567d8a73cccc",
"risk_score": 38.72,
"confidence": 0.82
} | sabrina95 | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in GCP by sabrina95 No additional info | null | null | null | GCP | res-f5351d51 | {
"baseline_deviation": 1.36,
"entropy": 3.65,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5b0a4539-e4d7-4d80-bcaa-b7dfed51decb | 2025-07-04T09:38:05 | network | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|high| desc=Network connection from 105.7.153.45 to 35.146.217.150 No additional info | {
"geo_location": "Georgia",
"device_hash": "8f4100c07f26c01216ac0a91ab3ac1300c12355a",
"user_agent": "Mozilla/5.0 (Windows 95) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/22.0.883.0 Safari/536.1",
"session_id": "ac34faaa-1252-45a2-9432-867cc2d20b6e",
"risk_score": 26.59,
"confidence": 0.86
} | null | connection | null | 105.7.153.45 | null | No additional info | Network connection from 105.7.153.45 to 35.146.217.150 No additional info | null | null | null | null | null | {
"baseline_deviation": 2.74,
"entropy": 2.01,
"frequency_anomaly": true,
"sequence_anomaly": true
} | 35.146.217.150 | 209,476 | UDP | null | null | null | null | null | null | null | null | null | null | null | null |
49c19471-e4e8-42b0-b902-d175b9885547 | 2025-06-25T00:26:58 | auth | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|low| desc=Auth bypass for karen48 via biometric from 60.253.20.113 MITRE Technique: T1134.001 | {
"geo_location": "North Macedonia",
"device_hash": "4f4273eac087cad2ea5729795b2e52a5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/4.1)",
"session_id": "fcfd4fbe-a339-4c4d-b383-5cb515d6b9a1",
"risk_score": 51.78,
"confidence": 0.2
} | karen48 | bypass | biometric | 60.253.20.113 | 81:42:de:df:3e:1e | MITRE Technique: T1134.001 | Auth bypass for karen48 via biometric from 60.253.20.113 MITRE Technique: T1134.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
120090c3-08f1-4f98-a4db-bac7d21a7322 | 2025-07-07T04:17:24 | firewall | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny HTTP traffic from 174.160.117.56:70 to 30.88.14.86:850 No additional info | {
"geo_location": "Japan",
"device_hash": "05f4d57b0a17ffea8961c82c0f080fe84408277c",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 8_4_1 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) CriOS/24.0.818.0 Mobile/36I843 Safari/536.0",
"session_id": "8c6f008d-2629-4b29-81cc-4fefee5c9df4",
"risk_score": 67.21... | null | deny | null | 174.160.117.56 | null | No additional info | Firewall deny HTTP traffic from 174.160.117.56:70 to 30.88.14.86:850 No additional info | null | null | null | null | null | null | 30.88.14.86 | 820,716 | HTTP | null | null | null | null | null | null | 70 | 850 | 1,465 | null | null | null |
9267cd0a-7d08-4c51-98e9-51bc1c80c6cd | 2025-04-11T17:53:10 | network | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|medium| desc=Network latency_spike from 156.122.241.90 to 10.19.27.16 MITRE Technique: T1078.004 | {
"geo_location": "South Africa",
"device_hash": "e48ecefe53e0b6b2bf7b2f3c718d8c17",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/533.36.3 (KHTML, like Gecko) Version/4.0.3 Safari/533.36.3",
"session_id": "da2ce2b7-c9c4-414e-8bc3-963a88566de1",
"risk_score": 40.15,
"confidence": 0.07
} | null | latency_spike | null | 156.122.241.90 | null | MITRE Technique: T1078.004 | Network latency_spike from 156.122.241.90 to 10.19.27.16 MITRE Technique: T1078.004 | null | null | null | null | null | {
"baseline_deviation": 1.13,
"entropy": 2.76,
"frequency_anomaly": false,
"sequence_anomaly": true
} | 10.19.27.16 | 150,759 | UDP | null | null | null | null | null | null | null | null | null | null | null | null |
bbe613ac-509c-42ce-8810-052345bdc2f2 | 2025-02-01T14:08:32 | iot | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat protocol_violation No additional info | {
"geo_location": "Peru",
"device_hash": "bd21e01a4b9fcc5b134463be52d94f08",
"user_agent": "Mozilla/5.0 (Android 4.1.2; Mobile; rv:55.0) Gecko/55.0 Firefox/55.0",
"session_id": "7f0b6301-2ae1-4356-bea2-31f557d4250c",
"risk_score": 39.81,
"confidence": 0.95
} | null | protocol_violation | null | null | null | No additional info | IoT device Thermostat protocol_violation No additional info | null | null | null | null | null | null | null | null | null | Thermostat | iot-cbf2f60b | 4.3 | null | null | null | null | null | null | null | null | null |
06d06ff7-a75a-4f6e-abc6-e4e0f8100c4d | 2025-03-07T01:04:12 | iot | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|critical| desc=IoT device Camera battery_drain No additional info noise=categories/posts | {
"geo_location": "Tuvalu",
"device_hash": "24a666c16467928464576bc1f16b24f85e28b044",
"user_agent": "Mozilla/5.0 (Windows NT 5.1; ku-TR; rv:1.9.0.20) Gecko/3527-12-10 09:14:43 Firefox/3.6.7",
"session_id": "fd903c4a-4f90-42fd-95b4-0b5be64f159a",
"risk_score": 60.6,
"confidence": 0.88
} | null | battery_drain | null | null | null | No additional info | IoT device Camera battery_drain No additional info | null | null | null | null | null | null | null | null | null | Camera | iot-0b88441c | 5.0 | null | null | null | null | null | null | null | null | null |
ba60752b-5ae8-4211-9edf-61edf4427071 | 2025-05-03T07:12:54 | cloud | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|medium| desc=Cloud storage_access in Alibaba by melissa52 No additional info noise=list | {
"geo_location": "Madagascar",
"device_hash": "e5b74e3dd4ced0688e2f409e9fe9ddec520aa315b76df1848daca8400e72e7de",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; iw-IL) AppleWebKit/531.42.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B117 Safari/6531.42.3",
"session_id": "5de05ff4-a480-40ed... | melissa52 | storage_access | null | null | null | No additional info | Cloud storage_access in Alibaba by melissa52 No additional info | null | null | null | Alibaba | res-cfa7feee | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
321ba9d1-df4c-4122-8941-24ec15e5f9e9 | 2025-06-01T06:05:18 | network | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 139.70.93.228 to 34.82.44.127 Associated Threat Actor: APT38 | {
"geo_location": "Tokelau",
"device_hash": "fd4b51932178f38d31f940396484fdc69d4cd0ef",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; eu-ES) AppleWebKit/532.43.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6532.43.4",
"session_id": "48754134-95e6-4e5e-b75f-ced591608f72",
"ris... | null | data_exfiltration | null | 139.70.93.228 | null | Associated Threat Actor: APT38 | Network data_exfiltration from 139.70.93.228 to 34.82.44.127 Associated Threat Actor: APT38 | null | null | null | null | null | null | 34.82.44.127 | 32,415 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null |
a14dbe8e-e626-4181-ab13-af65cb755eac | 2025-02-11T10:11:49 | ids_alert | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|medium| desc=Zeek Alert: Zero-Day Exploit detected from 150.141.121.138 targeting 40.5.35.60 No additional info | {
"geo_location": "Cameroon",
"device_hash": "167aecefb14793489275f977daa8aee1e68f85d9d52ac21e5fbada2678ac272c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.1; Trident/5.1)",
"session_id": "2beff2d6-3a2d-491d-942c-40b61408c357",
"risk_score": 50.22,
"confidence": 0.21
} | null | null | null | 150.141.121.138 | null | No additional info | Zeek Alert: Zero-Day Exploit detected from 150.141.121.138 targeting 40.5.35.60 No additional info | null | null | null | null | null | null | 40.5.35.60 | null | null | null | null | null | null | null | null | null | null | null | Zero-Day Exploit | SIG-9242 | Recon |
1250e29a-6e21-4041-9868-d752be3feec8 | 2025-04-05T19:18:59 | iot | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|info| desc=IoT device Medical physical_tamper No additional info | {
"geo_location": "China",
"device_hash": "21e71e13022c626344031caf97e9e9065212b0fdf9380b0114c4d4bbd3ebb5e3",
"user_agent": "Mozilla/5.0 (Windows 98) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/37.0.805.0 Safari/532.2",
"session_id": "1e8587bc-427b-48f9-b021-5d61c37fa54e",
"risk_score": 36.03,
"confidence"... | null | physical_tamper | null | null | null | No additional info | IoT device Medical physical_tamper No additional info | null | null | null | null | null | null | null | null | null | Medical | iot-754077d3 | 9.4 | null | null | null | null | null | null | null | null | null |
ae360a95-612b-4a04-9081-938b08ee3036 | 2025-05-26T02:38:37 | firewall | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine SSH traffic from 60.101.64.23:25274 to 95.166.114.69:230 MITRE Technique: T1134.001 | {
"geo_location": "United States of America",
"device_hash": "e0e5de65b942575fff8b5d682f5b76ec",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.2; Trident/3.0)",
"session_id": "58754ed8-6254-4095-9ed8-356193752e69",
"risk_score": 53.8,
"confidence": 0.1
} | null | quarantine | null | 60.101.64.23 | null | MITRE Technique: T1134.001 | Firewall quarantine SSH traffic from 60.101.64.23:25274 to 95.166.114.69:230 MITRE Technique: T1134.001 | null | null | null | null | null | null | 95.166.114.69 | 126,725 | SSH | null | null | null | null | null | null | 25,274 | 230 | 3,503 | null | null | null |
ff356922-4d29-4076-85a9-6029c9d5bca5 | 2025-05-06T20:48:38 | ids_alert | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|low| desc=Splunk Alert: Living-off-the-Land detected from 10.239.198.205 targeting 207.31.38.236 No additional info | {
"geo_location": "Saint Kitts and Nevis",
"device_hash": "e872a6eeb469b2f79524b6a08f31fce9423396d3",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 11_4_1 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) CriOS/26.0.829.0 Mobile/63P343 Safari/531.1",
"session_id": "1ca563b7-918e-4daa-ad18-c0fa86868fef",
"r... | null | null | null | 10.239.198.205 | null | No additional info | Splunk Alert: Living-off-the-Land detected from 10.239.198.205 targeting 207.31.38.236 No additional info | null | null | null | null | null | null | 207.31.38.236 | null | null | null | null | null | null | null | null | null | null | null | Living-off-the-Land | SIG-2684 | Exploit |
07c29026-7dd3-4883-ac7e-6b8738f1499b | 2025-02-24T14:15:23 | network | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 190.64.2.83 to 7.54.178.234 No additional info noise=categories/categories/wp-content | {
"geo_location": "Vanuatu",
"device_hash": "bbc2e04aee19bdcd62850dd8ecb9a436",
"user_agent": "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/37.0.856.0 Safari/531.1",
"session_id": "8c5b6d25-880a-4b16-97a4-21df4a39aee2",
"risk_score": 74.19,
"confidence": 0.24
} | null | data_exfiltration | null | 190.64.2.83 | null | No additional info | Network data_exfiltration from 190.64.2.83 to 7.54.178.234 No additional info | null | null | null | null | null | null | 7.54.178.234 | 105 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null |
1b3bf677-c536-411a-a276-4da0eff0e205 | 2025-03-29T14:43:17 | auth | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|low| desc=Auth success for salazaramy via MFA from 65.227.116.202 No additional info | {
"geo_location": "Lebanon",
"device_hash": "274fdff1fd287a87f8eaca8db8cdf12307811997e2b2642e9ebcbbaefa3226d7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/3.0)",
"session_id": "67bbf332-863e-4f54-9c57-35d425111e05",
"risk_score": 59.2,
"confidence": 0.15
} | salazaramy | success | MFA | 65.227.116.202 | 0a:2c:f7:d7:b6:a2 | No additional info | Auth success for salazaramy via MFA from 65.227.116.202 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
07d4341a-b615-4449-bed0-fbc5af8a7cde | 2025-03-24T01:55:36 | ai | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|low| desc=AI system training_data_poisoning by mnelson No additional info | {
"geo_location": "Vanuatu",
"device_hash": "7513f996679e466c83fc875a6f4662e497e06501e9fe42016d1db1e694fe6592",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_1; rv:1.9.5.20) Gecko/3051-04-23 16:22:44 Firefox/15.0",
"session_id": "9369b012-4b1e-44ee-a69e-cac1fbe1e2d1",
"risk_score": 78.17,
"c... | mnelson | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by mnelson No additional info | model-48445b9b | c5e44e18696ffc5cc5f9fa7263947f7921ffb902e51abfa4b43aada6f06fb06f | 67496cbc75edba536549be1706bfa811 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
02129fe0-54b7-438c-a145-0a8da16f05af | 2025-06-14T11:18:07 | cloud | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud lambda_execution in GCP by wrightgeorge No additional info noise=use|resource|report | {
"geo_location": "Eritrea",
"device_hash": "f0b9ec3d47ff3d2d07752a3091a34033",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/25.0.879.0 Safari/534.2",
"session_id": "d4d262db-00ab-41ce-a3eb-8e4711177250",
"risk_score": 50.48,
"confidence": 0.42
} | wrightgeorge | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in GCP by wrightgeorge No additional info | null | null | null | GCP | res-7d88d746 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
73aa82a3-d244-4981-8b92-d97c44a010c2 | 2025-02-12T10:48:36 | ai | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|medium| desc=AI system model_access by solismorgan No additional info | {
"geo_location": "Colombia",
"device_hash": "c8706843fb5d73aed7437e337883ee9f29f9b935",
"user_agent": "Opera/8.61.(Windows NT 6.0; kk-KZ) Presto/2.9.164 Version/12.00",
"session_id": "84986570-9c5e-49c8-8556-9a2d4ad3de64",
"risk_score": 32.5,
"confidence": 0.73
} | solismorgan | model_access | null | null | null | No additional info | AI system model_access by solismorgan No additional info | model-b4276393 | 89c30865a248b7f2fd686bd676c5360d | 5d7133550787e258ac98feb36103f507 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5415b854-6636-44c1-9e8a-d2a294d4a109 | 2025-02-06T16:01:58 | firewall | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine HTTPS traffic from 157.184.57.24:478 to 82.4.229.65:905 Geo anomaly: Impossible travel detected | {
"geo_location": "Germany",
"device_hash": "7f54ad412a6fc7f5cb99b6fb37c6a601",
"user_agent": "Opera/8.88.(Windows NT 6.0; ss-ZA) Presto/2.9.184 Version/11.00",
"session_id": "111b0707-434e-4afb-aa6c-37225c0d121a",
"risk_score": 71.28,
"confidence": 0.44
} | null | quarantine | null | 157.184.57.24 | null | Geo anomaly: Impossible travel detected | Firewall quarantine HTTPS traffic from 157.184.57.24:478 to 82.4.229.65:905 Geo anomaly: Impossible travel detected | null | null | null | null | null | null | 82.4.229.65 | 954,308 | HTTPS | null | null | null | null | null | null | 478 | 905 | 1,131 | null | null | null |
130553b3-d026-44c6-a3ac-f5b4ff0f6bab | 2025-05-25T02:04:40 | ai | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|critical| desc=AI system training_data_poisoning by hallnicole No additional info | {
"geo_location": "French Guiana",
"device_hash": "931ed39df99d2484db3be7c67e142d7dcacbe438",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/45.0.836.0 Safari/532.2",
"session_id": "d485555a-08f2-4a50-bc50-cb6baf7498f5",
"risk_score": 32.71,
"confidence": 0.41
} | hallnicole | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by hallnicole No additional info | model-f995796c | 5a2aa060c2ca45fc93d77b16182f2454 | b9cfbf5eb687516dfff4e6f8f89340586be862a9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c498dec2-30e7-42ad-987c-e3de72a7bdba | 2025-04-21T20:23:47 | ai | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|medium| desc=AI system fine_tuning by arnolddavid Unconventional IOC: TPM attestation failures | {
"geo_location": "Angola",
"device_hash": "739dafe34dcf9673b4b2c3522494800c791dc386",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; lt-LT) AppleWebKit/533.26.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6533.26.3",
"session_id": "51964167-cf31-4e98-8e9e-bc6cce44b7fa",
"risk... | arnolddavid | fine_tuning | null | null | null | Unconventional IOC: TPM attestation failures | AI system fine_tuning by arnolddavid Unconventional IOC: TPM attestation failures | model-ecb82c88 | 9f07e607501085a905543e127796f3e5a359ff0e759f3f8c899d67d35beaf4b5 | f33402d0e0479d7918712d1d21b2aed2d3730ceb1633dd02023f91c65a8ec8d9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
490410fd-6084-49a9-92a6-1b33a398ef3a | 2025-05-18T11:26:18 | 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 model_inversion by nicholas13 MITRE Technique: T1053.005 | {
"geo_location": "Tokelau",
"device_hash": "30abe0a77394363501fe21852e41a056",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/3473-05-18 03:26:37 Firefox/3.6.16",
"session_id": "392d115d-f183-46a1-899c-35f248f8a65a",
"risk_score": 34.78,
"confidence": 0.36
} | nicholas13 | model_inversion | null | null | null | MITRE Technique: T1053.005 | AI system model_inversion by nicholas13 MITRE Technique: T1053.005 | model-3610a121 | 23aec44dd5ed4f7972cd36845589349a | 37dc7b73d34473e05b9e49a01abb834f | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2a421468-0ef8-4138-9376-3fa32bb715bf | 2023-05-21T00:21:55 | endpoint | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task /plan/family.webm by wsmith No additional info noise=QW55b25lLg== | {
"geo_location": "Montenegro",
"device_hash": "b713a3257f5a371dd27b8bcfc233cf4404e76fd4",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/5957-11-04 16:52:50 Firefox/8.0",
"session_id": "ae827057-9bab-4613-9ad1-5dde40c8b6c5",
"risk_score": 52.25,
"confidence": 0.13
} | wsmith | scheduled_task | null | null | null | No additional info | Endpoint scheduled_task /plan/family.webm by wsmith No additional info | null | null | null | null | null | null | null | null | null | null | null | null | /plan/family.webm | 9,026 | svchost.exe | null | null | null | null | null | null |
c97d4996-b457-4803-8e98-57694bda3d40 | 2025-05-06T01:45:17 | ai | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|low| desc=AI system model_access by heathandrew No additional info | {
"geo_location": "Jersey",
"device_hash": "8846ed6c6d1b7656986eaf18a8df61a17930d55e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/3.1)",
"session_id": "2469ddb6-5e1d-489d-a6b0-dbab2f657af5",
"risk_score": 52.68,
"confidence": 0.23
} | heathandrew | model_access | null | null | null | No additional info | AI system model_access by heathandrew No additional info | model-f7348a8d | 91038a45c5cbda4ce752f3a0e4f9f27a5c09a250 | 9e7452c28f23f0440f1648438f5559b13e37e0a3510dc2bc8259aeea24884f8a | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0ca19012-b444-4678-a013-a7b10bb4801a | 2025-05-01T07:42:28 | cloud | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud shadow_it in GCP by travisodonnell Cross-tenant access detected | {
"geo_location": "Burundi",
"device_hash": "3441c3f2a79a481f29d3065f0f18c5ff",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/531.38.6 (KHTML, like Gecko) Version/4.0.2 Safari/531.38.6",
"session_id": "3ced872c-4e2d-4c8a-a80d-c0c98cc8d346",
"risk_score": 31.99,
"confidence": 0.46
} | travisodonnell | shadow_it | null | null | null | Cross-tenant access detected | Cloud shadow_it in GCP by travisodonnell Cross-tenant access detected | null | null | null | GCP | res-6e1a9da2 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a16c3dac-5c36-4188-b517-28a3e232a6a0 | 2025-01-15T22:20:27 | endpoint | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint file_access /staff/baby.txt by ericbutler No additional info | {
"geo_location": "Dominica",
"device_hash": "959ac726b2fd906a09999551e417b0628a10b89f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.0; Trident/4.1)",
"session_id": "93a979ff-f270-47ca-8df2-6ccadbd16094",
"risk_score": 44.82,
"confidence": 0.13
} | ericbutler | file_access | null | null | null | No additional info | Endpoint file_access /staff/baby.txt by ericbutler No additional info | null | null | null | null | null | null | null | null | null | null | null | null | /staff/baby.txt | 7,823 | svchost.exe | null | null | null | null | null | null |
645d767e-bdf0-4277-ab3f-9b2599c7beb8 | 2025-04-28T09:06:57 | auth | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|high| desc=Auth failed for deborah65 via SAML from 102.191.83.93 No additional info | {
"geo_location": "Jordan",
"device_hash": "5b55e3e39f8b99d307dd6dbb6f526af8d74bd900713594fec25f666d6077ab19",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; ro-RO; rv:1.9.2.20) Gecko/2347-11-03 22:46:56 Firefox/3.8",
"session_id": "b94e944e-7979-4041-a194-3a05348272a3",
"risk_score": 51.67,
"confidence": 0.7... | deborah65 | failed | SAML | 102.191.83.93 | b2:19:84:71:ca:d0 | No additional info | Auth failed for deborah65 via SAML from 102.191.83.93 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
57de3205-b0e0-4078-b75a-4f3a36a5791b | 2025-04-05T12:37:06 | network | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|low| desc=Network disconnection from 179.91.151.101 to 103.3.142.148 No additional info | {
"geo_location": "Israel",
"device_hash": "3b8c380631ed7932409515db1db40471",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_6) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/24.0.881.0 Safari/535.2",
"session_id": "d6710faf-60e6-4628-82ed-cb3774d7490d",
"risk_score": 79.27,
"confidence": 0.8... | null | disconnection | null | 179.91.151.101 | null | No additional info | Network disconnection from 179.91.151.101 to 103.3.142.148 No additional info | null | null | null | null | null | null | 103.3.142.148 | 943,075 | TCP | null | null | null | null | null | null | null | null | null | null | null | null |
d47f456d-b250-4620-af17-2c0890b8baa1 | 2025-02-28T09:03:28 | firewall | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny TCP traffic from 10.62.210.133:772 to 173.47.25.201:694 MITRE Technique: T1574.002 noise=2C7FD2EF | {
"geo_location": "Montserrat",
"device_hash": "01a31fef865ac1a2687b8ec6b8fdba89",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 9_3_5 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) CriOS/15.0.886.0 Mobile/56P043 Safari/533.0",
"session_id": "28fbb020-7118-4d33-9f9e-fd0a59050bd7",
"risk_score": 67.07,
... | null | deny | null | 10.62.210.133 | null | MITRE Technique: T1574.002 | Firewall deny TCP traffic from 10.62.210.133:772 to 173.47.25.201:694 MITRE Technique: T1574.002 | null | null | null | null | null | null | 173.47.25.201 | 288,141 | TCP | null | null | null | null | null | null | 772 | 694 | 1,634 | null | null | null |
847fa75a-2cde-43d3-8383-3ea9dfb01c5b | 2025-02-19T09:37:03 | iot | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera unusual_activity No additional info | {
"geo_location": "Sudan",
"device_hash": "c3626672e98848569db065c1775f8104",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 10.0; Trident/5.0)",
"session_id": "3fb3fec1-68a7-4fa6-aaa8-f025e346b486",
"risk_score": 49.99,
"confidence": 0.76
} | null | unusual_activity | null | null | null | No additional info | IoT device Camera unusual_activity No additional info | null | null | null | null | null | null | null | null | null | Camera | iot-c2b72665 | 1.0 | null | null | null | null | null | null | null | null | null |
39907664-aad7-4fa1-a569-beedb371247f | 2025-06-25T06:55:04 | cloud | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in Alibaba by christine03 No additional info | {
"geo_location": "San Marino",
"device_hash": "f237ab43dd24cb4d4469cae4211e5adf",
"user_agent": "Opera/9.17.(X11; Linux i686; hy-AM) Presto/2.9.166 Version/10.00",
"session_id": "ca6d1ec1-c87c-4203-8f37-f152c3db06fb",
"risk_score": 52.3,
"confidence": 0.09
} | christine03 | crypto_mining | null | null | null | No additional info | Cloud crypto_mining in Alibaba by christine03 No additional info | null | null | null | Alibaba | res-7c698343 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6667a12f-bfce-448d-8c3b-2ff1963f490c | 2025-01-22T20:39:25 | iot | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC sensor_spoofing No additional info | {
"geo_location": "Russian Federation",
"device_hash": "112309cf3a81c49f0c4548c758ccf1f9af4d4dcb32c1aead69a7c8d57cb7ddf3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Win 9x 4.90; Trident/3.0)",
"session_id": "48289b4f-dbdd-4661-a36c-c62d74bad81f",
"risk_score": 34.08,
"confidence": 0.09
} | null | sensor_spoofing | null | null | null | No additional info | IoT device HVAC sensor_spoofing No additional info | null | null | null | null | null | {
"baseline_deviation": 2.8,
"entropy": 2.96,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | HVAC | iot-db87ca66 | 3.8 | null | null | null | null | null | null | null | null | null |
6cf6c3bf-4457-4e43-ba26-c9d6d71a5ec9 | 2025-03-04T04:48:34 | endpoint | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task /into/simply.mp3 by hollystokes No additional info noise=app/main/blog | {
"geo_location": "Chile",
"device_hash": "17f2b22f37b4c7e7dbe00b23021ad016",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_1_2 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) CriOS/45.0.854.0 Mobile/89B549 Safari/533.0",
"session_id": "c83ed355-ccb4-41ee-85d0-d221436ed556",
"risk_score": 100,
"... | hollystokes | scheduled_task | null | null | null | No additional info | Endpoint scheduled_task /into/simply.mp3 by hollystokes No additional info | null | null | null | null | null | null | null | null | null | null | null | null | /into/simply.mp3 | 9,127 | explorer.exe | null | null | null | null | null | null |
355f672e-b22a-42fc-bf87-f80918606af5 | 2025-04-03T06:48:53 | auth | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for mitchellkathleen via key from 119.31.96.98 No additional info | {
"geo_location": "Iran",
"device_hash": "0d6f2131134b5cf909c84ee8e5c7600b0267e2996999a8405e56563dd0452577",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_4) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/59.0.866.0 Safari/535.2",
"session_id": "6388d82e-efe6-4222-a83c-ba189409cb06",
"risk_score": ... | mitchellkathleen | timeout | key | 119.31.96.98 | fa:e4:19:63:1a:db | No additional info | Auth timeout for mitchellkathleen via key from 119.31.96.98 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fb377bb5-1bdc-44e3-82e8-aa81a4d56b49 | 2025-03-10T01:08:30 | iot | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera unusual_activity No additional info | {
"geo_location": "Myanmar",
"device_hash": "bf2e472c029e1d669264b243494206bbda673231a97dc0287a1fbec8ff3f184f",
"user_agent": "Opera/8.80.(X11; Linux i686; ha-NG) Presto/2.9.186 Version/12.00",
"session_id": "7663116c-f229-4de6-8c78-205009a49942",
"risk_score": 55.14,
"confidence": 0.57
} | null | unusual_activity | null | null | null | No additional info | IoT device Camera unusual_activity No additional info | null | null | null | null | null | null | null | null | null | Camera | iot-5b8c4bcb | 10.6 | null | null | null | null | null | null | null | null | null |
398e8d44-c640-48e7-9528-b83a1b4304f9 | 2025-02-19T14:44:21 | auth | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|low| desc=Auth success for pcordova via MFA from 69.124.69.180 No additional info | {
"geo_location": "Japan",
"device_hash": "6f7b65939bd4bb754813944eae9ae972cfe8357f",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 4_2_1 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) CriOS/59.0.873.0 Mobile/66H797 Safari/533.2",
"session_id": "b0756640-f1a9-4ca7-a4c5-da51d7c4df4f",
"risk_score": 3... | pcordova | success | MFA | 69.124.69.180 | 82:ae:85:57:08:44 | No additional info | Auth success for pcordova via MFA from 69.124.69.180 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e79b36fd-e13c-4bb1-a64a-75d7f4abe8c8 | 2025-04-25T19:20:35 | ids_alert | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|high| desc=Suricata Alert: Port Scan detected from 67.181.216.161 targeting 99.0.4.193 No additional info noise=leg|almost|by | {
"geo_location": "Burkina Faso",
"device_hash": "441e4d76da8381b5de7f478f87fd1a07eba1aa7b",
"user_agent": "Mozilla/5.0 (Android 7.1; Mobile; rv:14.0) Gecko/14.0 Firefox/14.0",
"session_id": "0d5baaed-7519-4123-814a-05e13b72bf73",
"risk_score": 60.09,
"confidence": 0.44
} | null | null | null | 67.181.216.161 | null | No additional info | Suricata Alert: Port Scan detected from 67.181.216.161 targeting 99.0.4.193 No additional info | null | null | null | null | null | null | 99.0.4.193 | null | null | null | null | null | null | null | null | null | null | null | Port Scan | SIG-9735 | Evasion |
e17c5026-40e8-4a69-aefc-1c62c8359ff2 | 2025-02-14T21:51:05 | network | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|info| desc=Network connection from 122.45.109.128 to 180.145.68.23 No additional info | {
"geo_location": "Bangladesh",
"device_hash": "c93f13803840838fce658a7ffcb8e745",
"user_agent": "Mozilla/5.0 (Android 11; Mobile; rv:36.0) Gecko/36.0 Firefox/36.0",
"session_id": "2f4bfb6e-56f5-433b-be01-0e08cd0de5d5",
"risk_score": 70.61,
"confidence": 0.85
} | null | connection | null | 122.45.109.128 | null | No additional info | Network connection from 122.45.109.128 to 180.145.68.23 No additional info | null | null | null | null | null | null | 180.145.68.23 | 69,048 | TCP | null | null | null | null | null | null | null | null | null | null | null | null |
4e98b064-3fae-4d81-b158-52fba732f6da | 2025-04-22T08:59:41 | auth | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|low| desc=Auth bypass for nraymond via OAuth from 66.189.121.230 MITRE Technique: T1547.001 | Associated Threat Actor: Scattered Spider | {
"geo_location": "Burkina Faso",
"device_hash": "477dc6726e7a3115118d59995aa20841",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_5_7 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) FxiOS/10.2x4715.0 Mobile/18R835 Safari/536.1",
"session_id": "aa245c53-6e6d-4362-aa1c-401a0203ce92",
"risk_score": ... | nraymond | bypass | OAuth | 66.189.121.230 | 0c:86:ed:40:a6:d4 | MITRE Technique: T1547.001 | Associated Threat Actor: Scattered Spider | Auth bypass for nraymond via OAuth from 66.189.121.230 MITRE Technique: T1547.001 | Associated Threat Actor: Scattered Spider | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
68cd04d4-4c48-4335-81bf-f8a0b1c546d8 | 2025-04-24T16:23:32 | ai | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by crystalorr No additional info | {
"geo_location": "Sweden",
"device_hash": "16d986aca2f9f0c35204ea834babbd3ed1adea43be33fb469994feeb0b265612",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/5.0)",
"session_id": "1e21c37e-e316-4bdc-b743-dce8991ded6e",
"risk_score": 47.61,
"confidence": 0.31
} | crystalorr | prompt_injection | null | null | null | No additional info | AI system prompt_injection by crystalorr No additional info | model-253319c4 | 629ee5a08c69c0a0c04498516e22b15f811488f0 | ad3de1cbdb370afe75fe5043e792c9cc | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7028a9ae-fe6e-4f9f-b92e-3424b2f1d168 | 2025-04-20T08:51:29 | cloud | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|medium| desc=Cloud lambda_execution in GCP by urodgers No additional info noise=method|practice|physical | {
"geo_location": "Estonia",
"device_hash": "91c6135ac8771dbb8c3d99040d45161fda34e3a5",
"user_agent": "Mozilla/5.0 (Android 1.1; Mobile; rv:53.0) Gecko/53.0 Firefox/53.0",
"session_id": "549feaaa-60a4-4c0e-bdcd-a9d5c21aca02",
"risk_score": 59.99,
"confidence": 0.11
} | urodgers | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in GCP by urodgers No additional info | null | null | null | GCP | res-e2bdcc00 | {
"baseline_deviation": 1.32,
"entropy": 6.75,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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