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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
f63fd1b9-df01-4414-b199-1d4ab5871e42 | 2025-06-11T13:06:48 | endpoint | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access /necessary/speech.json by zhunter Unconventional IOC: Thermal sensor anomalies noise=B38BFC23 | {
"geo_location": "Bermuda",
"device_hash": "c5e53e246dcfc58d7b2b24858ab18363ab2d0d28",
"user_agent": "Opera/9.96.(X11; Linux i686; mhr-RU) Presto/2.9.179 Version/12.00",
"session_id": "c654d12e-5469-4369-be7c-8fa641e5211d",
"risk_score": 87.05,
"confidence": 0.97
} | null | null | null | null | null | Unconventional IOC: Thermal sensor anomalies | Endpoint file_access /necessary/speech.json by zhunter Unconventional IOC: Thermal sensor anomalies | file_access | null | null | zhunter | /necessary/speech.json | 8,933 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
854d0b02-f222-43cb-a72b-7c6a78322b79 | 2025-02-13T15:09:04 | endpoint | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|info| desc=Endpoint file_access /concern/wide.flac by edward78 Associated Threat Actor: Equation Group | {
"geo_location": "France",
"device_hash": "4c5ae81d2d85c6f8053685039d09fc5b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 10.0; Trident/4.0)",
"session_id": "31d6374f-450e-4b7e-a7be-23bd1fa9cbea",
"risk_score": 38.75,
"confidence": 0.99
} | null | null | null | null | null | Associated Threat Actor: Equation Group | Endpoint file_access /concern/wide.flac by edward78 Associated Threat Actor: Equation Group | file_access | null | null | edward78 | /concern/wide.flac | 8,079 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
57ab768d-862e-4a95-a5e9-48bee40628d1 | 2025-04-10T23:07:37 | cloud | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|info| desc=Cloud api_abuse in OCI by carriewatkins No additional info | {
"geo_location": "Lao People's Democratic Republic",
"device_hash": "09434eb2804f770243e9593cb3f00b8254cc762f",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/31.0.822.0 Safari/535.1",
"session_id": "87e910ad-2baf-4f29-a251-cca74e46cc73",
"risk_score": 69.85,
"confidence": 0.26
} | null | null | null | null | null | No additional info | Cloud api_abuse in OCI by carriewatkins No additional info | api_abuse | null | null | carriewatkins | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-48f56f46 |
90344044-971b-4e4e-a417-68b1622de344 | 2025-03-25T03:47:19 | firewall | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|high| desc=Firewall deny SMB traffic from 16.253.103.197:377 to 39.120.149.162:730 MITRE Technique: T1071.001 | Beaconing behavior detected | {
"geo_location": "Slovenia",
"device_hash": "c99dd5b03cf6277b5ff4f3bae995374ca61f1cc5",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/63.0.867.0 Safari/534.2",
"session_id": "e21d9724-450c-45dc-bb55-543b908c542a",
"risk_score": 42.33,
"confidence": 0.61
} | 16.253.103.197 | 39.120.149.162 | null | null | null | MITRE Technique: T1071.001 | Beaconing behavior detected | Firewall deny SMB traffic from 16.253.103.197:377 to 39.120.149.162:730 MITRE Technique: T1071.001 | Beaconing behavior detected | deny | 860,841 | SMB | null | null | null | null | null | null | null | null | 377 | 730 | 2,804 | null | null | null | null | null | null | null |
35911456-1a78-441c-ba64-bd0372c2a1db | 2025-04-16T20:33:42 | iot | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor protocol_violation No additional info | {
"geo_location": "Saint Vincent and the Grenadines",
"device_hash": "7896383b1494821d541bf6788deac278",
"user_agent": "Mozilla/5.0 (Windows CE) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/30.0.834.0 Safari/534.0",
"session_id": "d59a11d7-abb2-4470-9d36-620f60a7574e",
"risk_score": 100,
"confidence": 0.54
} | null | null | null | null | null | No additional info | IoT device Sensor protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | null | Sensor | iot-f22ad775 | 7.0 | null | null | null | null | null | null | null | null | null | null |
167193fd-4648-4fd9-9836-3bc52bf9881b | 2025-04-08T11:22:44 | ai | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|high| desc=AI system model_access by parsonsrobert MITRE Technique: T1190 | {
"geo_location": "Russia",
"device_hash": "9b96625fd9c9c9bbdf5c9f0c59c39bacc2fcaa58e571088d3eafedb94835a12b",
"user_agent": "Opera/9.71.(X11; Linux i686; niu-NU) Presto/2.9.177 Version/12.00",
"session_id": "969806af-390b-413d-ab30-df6be08b07b8",
"risk_score": 34.38,
"confidence": 0.99
} | null | null | null | null | null | MITRE Technique: T1190 | AI system model_access by parsonsrobert MITRE Technique: T1190 | model_access | null | null | parsonsrobert | null | null | null | null | null | null | null | null | null | null | null | null | model-afc4bd55 | 34c8d0fed6540b30b2fef9fbc895aeda | 7c9f51406b1dc1597580999acd2692d28e6dfab7 | null | null |
9fd13704-d4db-4863-b844-d84b340f813e | 2025-06-19T15:01:45 | firewall | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only RDP traffic from 218.46.142.163:741 to 66.119.216.160:449 No additional info | {
"geo_location": "Estonia",
"device_hash": "2a55b7d43b03688924fdb1bfa3fb98a5d08f014d5bac3bb25b2ef086d091d703",
"user_agent": "Opera/8.56.(Windows 95; th-TH) Presto/2.9.166 Version/10.00",
"session_id": "e3c12e25-b9a0-4548-8e9b-adc6fc701c3f",
"risk_score": 32.92,
"confidence": 0.16
} | 218.46.142.163 | 66.119.216.160 | null | null | null | No additional info | Firewall log-only RDP traffic from 218.46.142.163:741 to 66.119.216.160:449 No additional info | log-only | 287,221 | RDP | null | null | null | null | null | null | null | null | 741 | 449 | 2,168 | null | null | null | null | null | null | null |
71b3ff30-2a13-494e-84c7-27c4e0591c2d | 2025-04-14T01:49:55 | cloud | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|low| desc=Cloud storage_access in Azure by sbentley No additional info | {
"geo_location": "Fiji",
"device_hash": "bcec055d071e31f86bce44acdce2315e42088015ad08f6a3cd67ef7e85a2638c",
"user_agent": "Opera/8.72.(X11; Linux x86_64; wo-SN) Presto/2.9.165 Version/12.00",
"session_id": "3903a14e-ffd1-4452-9a49-a76637ef7010",
"risk_score": 51.1,
"confidence": 0.87
} | null | null | null | null | null | No additional info | Cloud storage_access in Azure by sbentley No additional info | storage_access | null | null | sbentley | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-efb8b5b7 |
3c607256-894d-45ef-b819-1e14f05852a2 | 2025-01-14T09:14:14 | endpoint | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|info| desc=Endpoint process_stop /increase/east.json by jamescowan MITRE Technique: T1543.003 | {
"geo_location": "Northern Mariana Islands",
"device_hash": "dd65917197e4b68a2147638c1b0c33be066f1bfe",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/6215-02-09 07:30:38 Firefox/3.6.2",
"session_id": "d3abfdf0-1869-41c0-b6af-a8b3f2a3d19d",
"risk_score": 65.12,
"confidence": 0.46
} | null | null | null | null | null | MITRE Technique: T1543.003 | Endpoint process_stop /increase/east.json by jamescowan MITRE Technique: T1543.003 | process_stop | null | null | jamescowan | /increase/east.json | 6,853 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cd51d392-f79b-450a-902a-4c8c5f0ebb0b | 2025-05-04T13:23:32 | firewall | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only SSH traffic from 59.216.0.20:968 to 107.3.51.150:49126 MITRE Technique: T1566.001 noise=C5408DE4 | {
"geo_location": "Turkmenistan",
"device_hash": "74886492356d15f5347f28e337eef7e6d37336b58514c0198aaca807ec779729",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_3 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/11.4n4362.0 Mobile/44Y317 Safari/532.0",
"session_id": "3345975e-5858-4505-9fb9-68921a66a418",
"risk_score": 45.65,
"confidence": 0.28
} | 59.216.0.20 | 107.3.51.150 | null | null | null | MITRE Technique: T1566.001 | Firewall log-only SSH traffic from 59.216.0.20:968 to 107.3.51.150:49126 MITRE Technique: T1566.001 | log-only | 11,382 | SSH | null | null | null | null | null | null | null | null | 968 | 49,126 | 2,832 | null | null | null | null | null | null | null |
b58d32c8-062b-42af-8df1-8785911c8776 | 2025-05-29T00:34:31 | endpoint | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint file_access /since/prove.ppt by nelsonyolanda No additional info | {
"geo_location": "North Macedonia",
"device_hash": "089f1caf515e5670eb1c84cf37dc5b01",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/535.6.7 (KHTML, like Gecko) Version/4.0.5 Safari/535.6.7",
"session_id": "4f9daecb-d947-4b7b-91ca-04c975cea15e",
"risk_score": 13.77,
"confidence": 0.48
} | null | null | null | null | null | No additional info | Endpoint file_access /since/prove.ppt by nelsonyolanda No additional info | file_access | null | null | nelsonyolanda | /since/prove.ppt | 8,007 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d29fed12-7a19-4bec-b953-b0ca34f827a8 | 2025-06-16T15:50:37 | auth | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|info| desc=Auth failed for olivia33 via password from 162.47.176.34 Associated Threat Actor: REvil | {
"geo_location": "Jamaica",
"device_hash": "d428143f63a5f0dc839a5564f9c882eba6ea3746",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; km-KH) AppleWebKit/532.36.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B119 Safari/6532.36.1",
"session_id": "3a07524f-5821-46b5-a3ae-be5b27ce990a",
"risk_score": 49.99,
"confidence": 0.28
} | 162.47.176.34 | null | null | null | null | Associated Threat Actor: REvil | Auth failed for olivia33 via password from 162.47.176.34 Associated Threat Actor: REvil | failed | null | null | olivia33 | null | null | null | null | null | null | null | null | null | null | password | 2d:90:af:43:c9:25 | null | null | null | null | null |
58cc07f2-e7f8-48c1-8c6b-2282769ede20 | 2025-05-25T05:26:50 | cloud | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|medium| desc=Cloud permission_escalation in AWS by sdavidson MITRE Technique: T1218.011 | {
"geo_location": "Sierra Leone",
"device_hash": "b34f8c0d6db428335ebf555f6ec5ce9c",
"user_agent": "Mozilla/5.0 (Android 7.0; Mobile; rv:51.0) Gecko/51.0 Firefox/51.0",
"session_id": "f5f3d2f2-f218-4fc2-85a7-b6863634bbde",
"risk_score": 91.86,
"confidence": 0.05
} | null | null | null | null | null | MITRE Technique: T1218.011 | Cloud permission_escalation in AWS by sdavidson MITRE Technique: T1218.011 | permission_escalation | null | null | sdavidson | null | null | null | {
"baseline_deviation": 1.61,
"entropy": 5.02,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | AWS | res-be837b3a |
bdca50af-945a-454b-88f0-cacd5b2846f5 | 2025-03-29T03:04:10 | auth | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|medium| desc=Auth locked for alvarezvictoria via key from 133.251.9.218 No additional info | {
"geo_location": "Vanuatu",
"device_hash": "355430cdd611cf5203c7ae87e922959bbc9dcb6fa3e702681b628ba9e0a04a00",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.0; Trident/5.0)",
"session_id": "a3278cb6-3d02-4298-8f72-cd18dd18a5df",
"risk_score": 78.67,
"confidence": 0.16
} | 133.251.9.218 | null | null | null | null | No additional info | Auth locked for alvarezvictoria via key from 133.251.9.218 No additional info | locked | null | null | alvarezvictoria | null | null | null | {
"baseline_deviation": 1.68,
"entropy": 6.53,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | key | 46:56:2b:f9:55:91 | null | null | null | null | null |
2740d3e7-977c-4ad9-84d6-df57c8723103 | 2025-04-30T22:05:05 | ai | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|low| desc=AI system model_inversion by kristinawhite No additional info | {
"geo_location": "Kyrgyz Republic",
"device_hash": "64682606cafe917fdb134b2124b5dae5",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/61.0.884.0 Safari/534.1",
"session_id": "d33fb2f7-2323-44e7-8ff0-6b8a86cf94d3",
"risk_score": 56.26,
"confidence": 0.61
} | null | null | null | null | null | No additional info | AI system model_inversion by kristinawhite No additional info | model_inversion | null | null | kristinawhite | null | null | null | null | null | null | null | null | null | null | null | null | model-243defd3 | 2b0c576fa2e027ca4b58795f04781b488d91d0c5af568126dad05d3253ae35d3 | 7783a0e89153492bf8da58a51fd925cc60dcfec996db58444345ce09b473dce6 | null | null |
efaf8074-58bc-49c4-aa8d-24e0b896072d | 2025-03-23T10:50:50 | auth | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|high| desc=Auth locked for jose74 via SAML from 85.77.152.164 Associated Threat Actor: Sandworm Team | {
"geo_location": "Korea",
"device_hash": "a3b79711f1c22721044bc2add45b9c2cdd816e7d3282acebb273809c0efe9a53",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_7 rv:4.0; bhb-IN) AppleWebKit/533.4.3 (KHTML, like Gecko) Version/5.1 Safari/533.4.3",
"session_id": "8c29fa53-1b79-4a62-aa97-2e2a0cc952c9",
"risk_score": 10.11,
"confidence": 0.83
} | 85.77.152.164 | null | null | null | null | Associated Threat Actor: Sandworm Team | Auth locked for jose74 via SAML from 85.77.152.164 Associated Threat Actor: Sandworm Team | locked | null | null | jose74 | null | null | null | null | null | null | null | null | null | null | SAML | f2:14:f4:d5:47:6c | null | null | null | null | null |
1ef365a8-7cd9-44e3-a63a-f238c3948afd | 2025-01-22T13:06:11 | auth | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|info| desc=Auth challenge for bkoch via MFA from 182.57.5.161 No additional info | {
"geo_location": "Qatar",
"device_hash": "013486d734a70735b547c5235bba30b7f8b7ec7d",
"user_agent": "Mozilla/5.0 (Windows NT 11.0; mt-MT; rv:1.9.1.20) Gecko/5718-03-25 12:19:05 Firefox/4.0",
"session_id": "3bce4210-bcb2-4356-ad66-cd391743ef07",
"risk_score": 37.85,
"confidence": 0.36
} | 182.57.5.161 | null | null | null | null | No additional info | Auth challenge for bkoch via MFA from 182.57.5.161 No additional info | challenge | null | null | bkoch | null | null | null | null | null | null | null | null | null | null | MFA | 1e:4b:76:17:00:fb | null | null | null | null | null |
11761519-9568-4770-abda-b808171146a6 | 2025-04-01T21:14:24 | cloud | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in Azure by rick48 Associated Threat Actor: APT37 | {
"geo_location": "Uruguay",
"device_hash": "fb446de600f10ac4d6bb2d8180b0e41e4fd680427adbe9e69d2bb24e1b7c6484",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3_1 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/10.4e6438.0 Mobile/23P053 Safari/536.0",
"session_id": "7f2ed96a-1030-4335-aefb-6a01b8a93e41",
"risk_score": 36.16,
"confidence": 0.53
} | null | null | null | null | null | Associated Threat Actor: APT37 | Cloud crypto_mining in Azure by rick48 Associated Threat Actor: APT37 | crypto_mining | null | null | rick48 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-c0e1d9b8 |
342a3995-aa0d-439b-bfa4-ed30ed2d1916 | 2025-03-07T23:09:51 | auth | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|info| desc=Auth failed for mooredavid via passwordless from 59.118.112.18 No additional info noise=RXZlcnlvbmUu | {
"geo_location": "Saint Lucia",
"device_hash": "ca7d7d04175f5d0f33cba8870a06ef7b98a37d2c",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 15_8_2 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) FxiOS/18.2t2350.0 Mobile/98A803 Safari/534.1",
"session_id": "9ce5a0e6-7eab-4215-9930-8ed06c366049",
"risk_score": 34.67,
"confidence": 0.2
} | 59.118.112.18 | null | null | null | null | No additional info | Auth failed for mooredavid via passwordless from 59.118.112.18 No additional info | failed | null | null | mooredavid | null | null | null | null | null | null | null | null | null | null | passwordless | 36:b4:08:14:50:98 | null | null | null | null | null |
e1bad220-e70a-46d3-9d5d-bb5157d3483c | 2025-05-14T18:11:47 | iot | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor unusual_activity MITRE Technique: T1059.001 | {
"geo_location": "Gibraltar",
"device_hash": "51a68779475ca1fe546af1892a00c430e74116a7b1a6d234f48d2a08082392ad",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/4786-05-25 07:20:51 Firefox/3.6.1",
"session_id": "5ba96c0d-bb0d-4207-a600-fadd73158f9a",
"risk_score": 55.3,
"confidence": 0.12
} | null | null | null | null | null | MITRE Technique: T1059.001 | IoT device Sensor unusual_activity MITRE Technique: T1059.001 | unusual_activity | null | null | null | null | null | null | {
"baseline_deviation": 1.2,
"entropy": 4.78,
"frequency_anomaly": true,
"sequence_anomaly": true
} | Sensor | iot-af81c10c | 7.1 | null | null | null | null | null | null | null | null | null | null |
3d66b339-3dad-4c22-8caf-edba31294514 | 2025-05-22T15:13:24 | endpoint | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|info| desc=Endpoint file_access artist by kennethrobinson No additional info | {
"geo_location": "Puerto Rico",
"device_hash": "d6d808dc9341e7a99480adb8421da6af",
"user_agent": "Opera/9.60.(X11; Linux x86_64; iw-IL) Presto/2.9.169 Version/12.00",
"session_id": "5d238c78-8492-4717-9f17-88f7af5e24c5",
"risk_score": 73.91,
"confidence": 0.58
} | null | null | null | null | null | No additional info | Endpoint file_access artist by kennethrobinson No additional info | file_access | null | null | kennethrobinson | artist | 6,363 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
84656845-90c8-4e08-a64d-fd9f1f069915 | 2025-02-07T23:23:18 | ai | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by aaron02 MITRE Technique: T1543.003 | {
"geo_location": "Australia",
"device_hash": "8a8012cb6fbf9eb4afb947c0a8556ea7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.1; Trident/4.1)",
"session_id": "bbccbf69-6c81-4ac8-afc6-3a6881c667d4",
"risk_score": 28.92,
"confidence": 0.13
} | null | null | null | null | null | MITRE Technique: T1543.003 | AI system prompt_injection by aaron02 MITRE Technique: T1543.003 | prompt_injection | null | null | aaron02 | null | null | null | null | null | null | null | null | null | null | null | null | model-a5b137ff | 344c8adf481fa1f9e9b462633f7daaaf4004bf59 | 95505141f9253e17e1712ff67be82bae | null | null |
876e0110-5376-4cf0-aa6e-cc60f2d07fed | 2025-03-13T12:34:52 | ids_alert | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|low| desc=Elastic SIEM Alert: XSS detected from 173.158.175.240 targeting 30.64.94.20 MITRE Technique: T1078.004 | Associated Threat Actor: TA505 | {
"geo_location": "Holy See (Vatican City State)",
"device_hash": "3cd7a3a17c33afc90538fdc10dbe9aa001fccdc8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 4.0; Trident/4.0)",
"session_id": "98bec34f-3b42-4f37-aa26-256eac06c109",
"risk_score": 22.58,
"confidence": 0.69
} | 173.158.175.240 | 30.64.94.20 | XSS | SIG-7908 | Malware | MITRE Technique: T1078.004 | Associated Threat Actor: TA505 | Elastic SIEM Alert: XSS detected from 173.158.175.240 targeting 30.64.94.20 MITRE Technique: T1078.004 | Associated Threat Actor: TA505 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ab191f25-ead9-4ec5-8181-81d97e754a33 | 2025-04-05T14:01:42 | 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": "Guadeloupe",
"device_hash": "ba9867f9a0e2309f062e93e6f6a4b054cd2ad468",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_4 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/40.0.888.0 Mobile/42S215 Safari/535.2",
"session_id": "f90c81ef-fd4a-4878-b8f0-f225644f7dd1",
"risk_score": 69.82,
"confidence": 0.1
} | null | null | null | null | null | No additional info | IoT device Thermostat protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | null | Thermostat | iot-5faaa9ec | 4.6 | null | null | null | null | null | null | null | null | null | null |
30077fbe-6bc0-4a25-b030-ad2ca5d22774 | 2025-05-16T06:21:01 | firewall | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|info| desc=Firewall deny NTP traffic from 132.31.248.80:635 to 208.202.230.116:763 MITRE Technique: T1078.004 | {
"geo_location": "Peru",
"device_hash": "ffac132de584eca01bb0a0f618ff86fa41ee2daeccc651864aa4e44c20716ea3",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_6; rv:1.9.2.20) Gecko/5157-12-22 07:57:58 Firefox/3.6.18",
"session_id": "f8bd80b0-1ff5-4135-9539-90743dd1c5b8",
"risk_score": 48.21,
"confidence": 0.06
} | 132.31.248.80 | 208.202.230.116 | null | null | null | MITRE Technique: T1078.004 | Firewall deny NTP traffic from 132.31.248.80:635 to 208.202.230.116:763 MITRE Technique: T1078.004 | deny | 457,872 | NTP | null | null | null | null | null | null | null | null | 635 | 763 | 1,703 | null | null | null | null | null | null | null |
c2834874-46b1-47fc-9910-e9a4e2fdb858 | 2025-05-28T02:48:04 | ai | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|critical| desc=AI system training_data_poisoning by harrellsarah No additional info noise=37C146BA | {
"geo_location": "Brunei Darussalam",
"device_hash": "5c9d5f9e7a2647e00dd550c209f58a5ec5a08cc5",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_2 rv:5.0; gd-GB) AppleWebKit/534.9.7 (KHTML, like Gecko) Version/5.0.4 Safari/534.9.7",
"session_id": "f8b4da39-810c-4bf4-a1b4-2ee48b03769a",
"risk_score": 50.22,
"confidence": 0.44
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by harrellsarah No additional info | training_data_poisoning | null | null | harrellsarah | null | null | null | null | null | null | null | null | null | null | null | null | model-6c9bcd00 | 0bb7914a9f995cfe6bb61e647c8175f8 | d21e645655ff96a8ee339cd846dfb5cce6f5fecdb6901c60347a0e671cf588db | null | null |
af020409-b148-49be-9756-a2b1a5487f66 | 2025-02-12T15:05:38 | iot | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|high| desc=IoT device Sensor battery_drain MITRE Technique: T1110.003 | {
"geo_location": "Jordan",
"device_hash": "e3c12aed090587a52fd75d282695b4b1",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_1 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) FxiOS/10.4p3720.0 Mobile/20J438 Safari/535.2",
"session_id": "2e3ff57e-3531-46e6-b8b6-e1f628a67a2c",
"risk_score": 38.94,
"confidence": 0.86
} | null | null | null | null | null | MITRE Technique: T1110.003 | IoT device Sensor battery_drain MITRE Technique: T1110.003 | battery_drain | null | null | null | null | null | null | null | Sensor | iot-443dcc51 | 2.4 | null | null | null | null | null | null | null | null | null | null |
fb4ca1a8-5d59-4d1c-b16a-c6057ee4fae7 | 2025-05-25T02:32:20 | ids_alert | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|high| desc=Vectra AI Alert: SQL Injection detected from 62.121.92.228 targeting 108.123.97.171 Associated Threat Actor: APT37 | {
"geo_location": "Costa Rica",
"device_hash": "b10bec93d273bd86a5e5c65737f7739b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 10.0; Trident/4.0)",
"session_id": "075a53d3-0e03-4d4d-96fd-ac1b9dafa947",
"risk_score": 48.96,
"confidence": 0.14
} | 62.121.92.228 | 108.123.97.171 | SQL Injection | SIG-4216 | Malware | Associated Threat Actor: APT37 | Vectra AI Alert: SQL Injection detected from 62.121.92.228 targeting 108.123.97.171 Associated Threat Actor: APT37 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
93ecbdd2-aab4-43e8-8b84-65a12a742edc | 2025-01-13T10:09:01 | auth | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|low| desc=Auth challenge for linicholas via key from 10.103.112.176 No additional info | {
"geo_location": "Micronesia",
"device_hash": "487b7548c2e2fa3f7af7f27f1f501ebe6994ea95",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3_1 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) CriOS/45.0.833.0 Mobile/41O288 Safari/531.1",
"session_id": "5b8997e6-fb1d-44f8-b6f2-80798780b913",
"risk_score": 53.64,
"confidence": 0.25
} | 10.103.112.176 | null | null | null | null | No additional info | Auth challenge for linicholas via key from 10.103.112.176 No additional info | challenge | null | null | linicholas | null | null | null | null | null | null | null | null | null | null | key | 16:73:dc:81:a0:88 | null | null | null | null | null |
60990980-e6c2-439d-9faa-539d9b35a1ff | 2025-05-02T00:00:58 | ai | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|high| desc=AI system fine_tuning by scottadams Associated Threat Actor: APT38 noise=categories/categories | {
"geo_location": "British Virgin Islands",
"device_hash": "bf7d59426cf6b4ed7e39b285f752cbc0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/4.1)",
"session_id": "8613bc76-c2ee-48de-8584-b169501e1ed7",
"risk_score": 38.34,
"confidence": 0.89
} | null | null | null | null | null | Associated Threat Actor: APT38 | AI system fine_tuning by scottadams Associated Threat Actor: APT38 | fine_tuning | null | null | scottadams | null | null | null | null | null | null | null | null | null | null | null | null | model-93d9bf89 | e36321438421c697b46f7f294566a605e07d093ca65bc0d9fd02db9de9dc9e31 | 8c8d85c57911484ad924e9ed27209199 | null | null |
915f05af-c27d-4cb1-bd42-174eb8c2525f | 2025-02-04T14:06:47 | iot | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|low| desc=IoT device HVAC battery_drain MITRE Technique: T1547.001 | {
"geo_location": "Czech Republic",
"device_hash": "370ee933ed5a50f867fa3b534eabcd3d",
"user_agent": "Mozilla/5.0 (Linux; Android 3.0) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/19.0.843.0 Safari/533.1",
"session_id": "2b8232a0-bd89-452e-a0c7-79fac24b5e65",
"risk_score": 25.1,
"confidence": 0.84
} | null | null | null | null | null | MITRE Technique: T1547.001 | IoT device HVAC battery_drain MITRE Technique: T1547.001 | battery_drain | null | null | null | null | null | null | null | HVAC | iot-b4c10e70 | 9.4 | null | null | null | null | null | null | null | null | null | null |
80b64d49-d935-44c4-8f8d-9570cc970431 | 2025-06-05T18:59:17 | endpoint | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint file_access easy by michelle31 No additional info | {
"geo_location": "Uganda",
"device_hash": "344385706fdc063a76a4aad89fd7b69a24296c00",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) FxiOS/11.3y1027.0 Mobile/50F844 Safari/536.1",
"session_id": "7e299738-579d-4db3-84a5-f51529fc55c6",
"risk_score": 66.08,
"confidence": 0.96
} | null | null | null | null | null | No additional info | Endpoint file_access easy by michelle31 No additional info | file_access | null | null | michelle31 | easy | 5,727 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ba042b5c-a3c0-443b-8d4b-ae2792f29334 | 2025-05-17T17:31:22 | endpoint | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint registry_change blue by franciskelsey No additional info | {
"geo_location": "New Zealand",
"device_hash": "634611b7d22abf772c920e6fb761569e59022a307a7aef2e7398962946904362",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 10.0; Trident/5.1)",
"session_id": "f2ff5879-f2b9-43fb-8af1-b0dd8820e2e8",
"risk_score": 57.18,
"confidence": 0.48
} | null | null | null | null | null | No additional info | Endpoint registry_change blue by franciskelsey No additional info | registry_change | null | null | franciskelsey | blue | 9,742 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9535bb46-9f95-4dc4-b06c-ccdc5e439b76 | 2025-04-09T04:16:42 | endpoint | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access /project/officer.odt by nlewis MITRE Technique: T1566.001 noise=category/main/main | {
"geo_location": "Maldives",
"device_hash": "dbc8d71e1fe43a1b05d3ccd59474a3a110ffdf06af38696f0145db9da7d1cf41",
"user_agent": "Opera/9.54.(Windows NT 5.01; bo-CN) Presto/2.9.180 Version/11.00",
"session_id": "745fffac-9568-4f42-a170-f7ba59bb4ca6",
"risk_score": 68.26,
"confidence": 0.62
} | null | null | null | null | null | MITRE Technique: T1566.001 | Endpoint file_access /project/officer.odt by nlewis MITRE Technique: T1566.001 | file_access | null | null | nlewis | /project/officer.odt | 9,115 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5f53b922-62cb-41be-96f2-138e39bb173e | 2025-01-27T20:04:29 | iot | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera side_channel No additional info noise=UXVlc3Rpb24u | {
"geo_location": "Bahamas",
"device_hash": "68cf9bec352b4a28c8246afb31e14848",
"user_agent": "Mozilla/5.0 (Android 2.3.6; Mobile; rv:44.0) Gecko/44.0 Firefox/44.0",
"session_id": "f3072d29-c190-4a71-aad8-4acb2b6387e4",
"risk_score": 50.35,
"confidence": 0.69
} | null | null | null | null | null | No additional info | IoT device Camera side_channel No additional info | side_channel | null | null | null | null | null | null | null | Camera | iot-24d8c4a0 | 4.2 | null | null | null | null | null | null | null | null | null | null |
0f913a06-0b23-4b02-91be-24bd6e9be331 | 2025-07-05T15:20:22 | ids_alert | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|critical| desc=Vectra AI Alert: Fileless Attack detected from 147.157.47.75 targeting 51.55.14.74 No additional info | {
"geo_location": "Serbia",
"device_hash": "262d3c2c94e6d37fafc574be5a42f0ebe04e9f60",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.0; Trident/5.0)",
"session_id": "71570564-b867-4406-8135-99aba470c463",
"risk_score": 19.16,
"confidence": 0.86
} | 147.157.47.75 | 51.55.14.74 | Fileless Attack | SIG-6957 | Malware | No additional info | Vectra AI Alert: Fileless Attack detected from 147.157.47.75 targeting 51.55.14.74 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
54109ca9-20d7-4b7f-9a15-95d092bca305 | 2025-03-10T11:08:45 | endpoint | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint persistence_mechanism without by justin74 MITRE Technique: T1204.002 | {
"geo_location": "Belgium",
"device_hash": "84bcc7fd1ffb106f5d0defb517065e8a",
"user_agent": "Opera/9.27.(X11; Linux i686; tt-RU) Presto/2.9.163 Version/10.00",
"session_id": "f1a32f39-d324-4eeb-a9c5-9b092a899840",
"risk_score": 37.4,
"confidence": 0.77
} | null | null | null | null | null | MITRE Technique: T1204.002 | Endpoint persistence_mechanism without by justin74 MITRE Technique: T1204.002 | persistence_mechanism | null | null | justin74 | without | 4,273 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8b091fb8-2cda-4355-800a-690d328edce8 | 2025-01-18T12:56:23 | firewall | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|low| desc=Firewall drop TCP traffic from 171.21.176.178:58447 to 135.194.32.1:18631 MITRE Technique: T1543.003 | {
"geo_location": "Niue",
"device_hash": "e92759ede0f6360bbafeb4e447631c52ee618318bffed79c7baa308bbf0011e1",
"user_agent": "Opera/8.68.(Windows 98; Win 9x 4.90; sq-ML) Presto/2.9.188 Version/10.00",
"session_id": "97765be6-6779-4147-abc0-1483d573c3e6",
"risk_score": 60.79,
"confidence": 0.59
} | 171.21.176.178 | 135.194.32.1 | null | null | null | MITRE Technique: T1543.003 | Firewall drop TCP traffic from 171.21.176.178:58447 to 135.194.32.1:18631 MITRE Technique: T1543.003 | drop | 560,067 | TCP | null | null | null | null | null | null | null | null | 58,447 | 18,631 | 1,470 | null | null | null | null | null | null | null |
d551c94d-f33e-4910-ba8e-a162894fed6e | 2025-06-04T00:55:08 | network | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|info| desc=Network disconnection from 19.161.191.197 to 144.40.113.120 No additional info noise=with|every|agent | {
"geo_location": "Pitcairn Islands",
"device_hash": "a1a9a220a309880599ae542f4047612b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Trident/3.0)",
"session_id": "d8b4efd4-8589-4b10-8324-98536b211ba9",
"risk_score": 12.29,
"confidence": 0.8
} | 19.161.191.197 | 144.40.113.120 | null | null | null | No additional info | Network disconnection from 19.161.191.197 to 144.40.113.120 No additional info | disconnection | 689,026 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f48dd905-d8ad-452b-8b23-bcb9e1d3ce23 | 2025-04-10T01:23:40 | iot | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor sensor_spoofing Unconventional IOC: Power consumption spikes | {
"geo_location": "Algeria",
"device_hash": "35bb64d6d56383684ac3bceb07b62331",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; dz-BT; rv:1.9.2.20) Gecko/8353-09-12 23:15:54 Firefox/3.8",
"session_id": "8f6b50b0-a541-4c37-aad2-e8acb09e6e49",
"risk_score": 22.01,
"confidence": 0.04
} | null | null | null | null | null | Unconventional IOC: Power consumption spikes | IoT device Sensor sensor_spoofing Unconventional IOC: Power consumption spikes | sensor_spoofing | null | null | null | null | null | null | {
"baseline_deviation": 1.53,
"entropy": 3.22,
"frequency_anomaly": true,
"sequence_anomaly": true
} | Sensor | iot-06369be4 | 7.5 | null | null | null | null | null | null | null | null | null | null |
f96f654c-5e89-482b-965b-48ef853c94a6 | 2025-02-25T08:29:53 | endpoint | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|high| desc=Endpoint memory_injection /able/task.jpg by jason71 No additional info noise=U3VwcG9ydC4= | {
"geo_location": "Dominican Republic",
"device_hash": "5794b66d3a2f2883b6f834038fb61427c7ce77ce",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/58.0.811.0 Safari/533.1",
"session_id": "67d28e9f-078d-4159-9199-84d8866995a4",
"risk_score": 82.47,
"confidence": 0.01
} | null | null | null | null | null | No additional info | Endpoint memory_injection /able/task.jpg by jason71 No additional info | memory_injection | null | null | jason71 | /able/task.jpg | 7,529 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9de03efa-09f0-4a1f-b392-4fe3e7075dce | 2025-06-16T07:23:32 | auth | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|high| desc=Auth failed for danadudley via password from 142.175.25.160 Associated Threat Actor: Lazarus Group noise=reach|they|may | {
"geo_location": "Paraguay",
"device_hash": "550e8f87a0bccf6c60752a9a9e53abf5404b3ecf",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; en-GB) AppleWebKit/533.11.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6533.11.5",
"session_id": "39b3ec58-ef6c-4ea6-a665-e195a86ca59f",
"risk_score": 38.56,
"confidence": 0.75
} | 142.175.25.160 | null | null | null | null | Associated Threat Actor: Lazarus Group | Auth failed for danadudley via password from 142.175.25.160 Associated Threat Actor: Lazarus Group | failed | null | null | danadudley | null | null | null | null | null | null | null | null | null | null | password | 75:79:84:01:58:7b | null | null | null | null | null |
d67f2ec0-6536-4f18-987a-bb93a3afa6a5 | 2025-03-09T16:02:14 | cloud | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|high| desc=Cloud container_escape in Azure by gmartin No additional info | {
"geo_location": "Latvia",
"device_hash": "d2b8ceb81991dad20a7be51a330df0c5c5371eb4",
"user_agent": "Mozilla/5.0 (Android 6.0; Mobile; rv:24.0) Gecko/24.0 Firefox/24.0",
"session_id": "a69d1d07-6d34-4442-98b1-6efb33919f3f",
"risk_score": 31.35,
"confidence": 0.61
} | null | null | null | null | null | No additional info | Cloud container_escape in Azure by gmartin No additional info | container_escape | null | null | gmartin | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-114e026d |
9ece1734-c80f-432b-86db-b1286cda401c | 2025-06-06T00:12:38 | ai | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|low| desc=AI system model_inversion by robersongary No additional info | {
"geo_location": "Bermuda",
"device_hash": "f7476e50340dc00264701501e193edbca85e2358",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.0; Trident/3.1)",
"session_id": "5ceb4670-44dc-48f9-8ef9-097951ca499e",
"risk_score": 44,
"confidence": 0.22
} | null | null | null | null | null | No additional info | AI system model_inversion by robersongary No additional info | model_inversion | null | null | robersongary | null | null | null | null | null | null | null | null | null | null | null | null | model-cb0c5be8 | 6ceef8947f1c6c831eead8e6030317cf8279a3b9ba571b3e2ffaabc825e6b063 | dc175343eb8b757af1509212ed028d0b | null | null |
9ede4359-7a5c-4ca4-926e-2077db1339e4 | 2025-01-20T19:51:38 | auth | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|info| desc=Auth challenge for rduncan via key from 132.174.43.42 No additional info | {
"geo_location": "Cayman Islands",
"device_hash": "e9528eaca20f6e096fbf2f12f315140b6d89c870025240bbb8baab121e4ac6a8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.2; Trident/5.0)",
"session_id": "b5865c5b-5082-469b-aee8-abcfdcef2ea2",
"risk_score": 39.74,
"confidence": 0.3
} | 132.174.43.42 | null | null | null | null | No additional info | Auth challenge for rduncan via key from 132.174.43.42 No additional info | challenge | null | null | rduncan | null | null | null | null | null | null | null | null | null | null | key | 63:cf:6f:da:08:28 | null | null | null | null | null |
01e1485d-200a-4d6f-9c30-4ad6c8c5333e | 2025-02-03T12:33:32 | iot | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|low| desc=IoT device Medical side_channel MITRE Technique: T1574.002 | Unconventional IOC: UEFI variable tampering | {
"geo_location": "Seychelles",
"device_hash": "471007d090d4ae24a3f03f1b0ad9d86e",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_3 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) FxiOS/11.1p3132.0 Mobile/74Y626 Safari/531.2",
"session_id": "1a3e76f1-6884-48a2-882b-4f6edb756146",
"risk_score": 36.83,
"confidence": 0.67
} | null | null | null | null | null | MITRE Technique: T1574.002 | Unconventional IOC: UEFI variable tampering | IoT device Medical side_channel MITRE Technique: T1574.002 | Unconventional IOC: UEFI variable tampering | side_channel | null | null | null | null | null | null | null | Medical | iot-83b10c28 | 9.5 | null | null | null | null | null | null | null | null | null | null |
e0a87874-8356-4923-a189-09185ed341cc | 2025-01-18T11:51:39 | firewall | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall deny HTTP traffic from 218.240.183.56:648 to 10.72.8.71:709 No additional info | {
"geo_location": "French Polynesia",
"device_hash": "43fa309323ae9402e35dcd0d16293747",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/43.0.837.0 Safari/535.1",
"session_id": "ce74599e-51ef-4e58-95fe-8654f1a1126b",
"risk_score": 32.87,
"confidence": 0.34
} | 218.240.183.56 | 10.72.8.71 | null | null | null | No additional info | Firewall deny HTTP traffic from 218.240.183.56:648 to 10.72.8.71:709 No additional info | deny | 21,818 | HTTP | null | null | null | null | null | null | null | null | 648 | 709 | 3,257 | null | null | null | null | null | null | null |
407ece9f-15d7-4118-9a2f-388e22a10d02 | 2025-02-22T18:42:58 | auth | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|high| desc=Auth locked for tyler49 via OAuth from 75.54.190.161 No additional info | {
"geo_location": "Denmark",
"device_hash": "9b191ea84f5f6a3a3ad13228216f49c090189da2",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 13_5_1 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) CriOS/19.0.836.0 Mobile/41Q009 Safari/535.0",
"session_id": "f5a7b63c-06ad-4553-8b86-93f3d4d7cca5",
"risk_score": 32.21,
"confidence": 0.24
} | 75.54.190.161 | null | null | null | null | No additional info | Auth locked for tyler49 via OAuth from 75.54.190.161 No additional info | locked | null | null | tyler49 | null | null | null | null | null | null | null | null | null | null | OAuth | 3e:02:5c:16:0b:c8 | null | null | null | null | null |
5e7ed0c3-7b70-4f81-9fa1-34f368749e4d | 2025-04-16T01:13:02 | 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: Port Scan detected from 176.85.34.20 targeting 100.192.5.201 No additional info | {
"geo_location": "Benin",
"device_hash": "322d4b6f5bd32f5df1878e91458a398f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/4.1)",
"session_id": "46198d52-2b34-496c-8a7e-7e1b673e945a",
"risk_score": 68.68,
"confidence": 0.69
} | 176.85.34.20 | 100.192.5.201 | Port Scan | SIG-6478 | Exploit | No additional info | Microsoft Sentinel Alert: Port Scan detected from 176.85.34.20 targeting 100.192.5.201 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4c5e7228-d5f3-40c3-947c-57a66e68fda1 | 2025-06-16T23:13:07 | iot | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|low| desc=IoT device Camera battery_drain No additional info noise=Q2VudHJhbC4= | {
"geo_location": "Peru",
"device_hash": "b7ae6adc9d85b6d55f1759068c2d7ce48c43a4ef2c6fbbd13a74289e11e5591c",
"user_agent": "Opera/9.99.(X11; Linux x86_64; gd-GB) Presto/2.9.166 Version/12.00",
"session_id": "1d0cc95f-4e79-47ce-a9e5-14a9eb8e88c9",
"risk_score": 41.92,
"confidence": 0.23
} | null | null | null | null | null | No additional info | IoT device Camera battery_drain No additional info | battery_drain | null | null | null | null | null | null | null | Camera | iot-48aacb48 | 2.3 | null | null | null | null | null | null | null | null | null | null |
c0df6eda-38b5-4b54-a820-7022cce5b6fd | 2025-05-19T00:15:26 | network | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|low| desc=Network covert_channel from 128.144.253.205 to 56.165.129.58 Associated Threat Actor: DarkSide | {
"geo_location": "North Korea",
"device_hash": "8e8d7333e21cc56251959720d9ff5d6d",
"user_agent": "Mozilla/5.0 (Windows NT 6.1; am-ET; rv:1.9.1.20) Gecko/8187-12-13 09:48:20 Firefox/5.0",
"session_id": "4f012d0d-d413-4e6b-8111-c469b6e2514f",
"risk_score": 44.85,
"confidence": 0.44
} | 128.144.253.205 | 56.165.129.58 | null | null | null | Associated Threat Actor: DarkSide | Network covert_channel from 128.144.253.205 to 56.165.129.58 Associated Threat Actor: DarkSide | covert_channel | 253,386 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
03904eb1-ab32-417d-ab11-8bde159744ca | 2025-04-06T16:57:32 | 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: SQL Injection detected from 151.222.206.13 targeting 130.149.180.148 No additional info noise=blog | {
"geo_location": "Estonia",
"device_hash": "aec2035d2d26d77219fb3b24e5af1cc739143c2f",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/533.5.1 (KHTML, like Gecko) Version/4.1 Safari/533.5.1",
"session_id": "a648167f-1dd9-4c32-9cc9-ddf20f4109e2",
"risk_score": 52.12,
"confidence": 0.81
} | 151.222.206.13 | 130.149.180.148 | SQL Injection | SIG-5756 | Policy | No additional info | Microsoft Sentinel Alert: SQL Injection detected from 151.222.206.13 targeting 130.149.180.148 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
760d4c1f-1a1d-4d25-9257-0702ffcbbccc | 2025-04-02T10:11:22 | iot | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|low| desc=IoT device Medical firmware_update MITRE Technique: T1218.011 | {
"geo_location": "Svalbard & Jan Mayen Islands",
"device_hash": "bdae23987f00e1900ea3df3255ff748edbe6d04c",
"user_agent": "Mozilla/5.0 (Windows 95; om-KE; rv:1.9.2.20) Gecko/8695-07-29 14:42:12 Firefox/3.8",
"session_id": "aed3b4d4-93b8-4047-b9ab-2262fa0dba35",
"risk_score": 53.34,
"confidence": 0.89
} | null | null | null | null | null | MITRE Technique: T1218.011 | IoT device Medical firmware_update MITRE Technique: T1218.011 | firmware_update | null | null | null | null | null | null | null | Medical | iot-7ec92cdc | 9.8 | null | null | null | null | null | null | null | null | null | null |
9b8daa14-d4ff-499b-86f7-bd46b5c986a3 | 2025-06-13T01:00:57 | ai | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by npeterson Associated Threat Actor: DarkSide | {
"geo_location": "Suriname",
"device_hash": "d3e22236fc2b851e990663ff001d2fa486600362",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; lzh-TW; rv:1.9.1.20) Gecko/8772-05-26 08:10:39 Firefox/8.0",
"session_id": "221a3316-3455-4ecc-833e-fd2d57a213e7",
"risk_score": 32.77,
"confidence": 0.72
} | null | null | null | null | null | Associated Threat Actor: DarkSide | AI system fine_tuning by npeterson Associated Threat Actor: DarkSide | fine_tuning | null | null | npeterson | null | null | null | {
"baseline_deviation": 2.71,
"entropy": 5.58,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | model-0b5c09f8 | d69e4e68d365eae98ca5ea977636d513 | 5b1417d98ab08844a3ad4013769da391 | null | null |
053c4738-6216-499e-bb8b-bd37a33bc14c | 2025-07-10T03:08:43 | ai | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by hmitchell No additional info | {
"geo_location": "Kyrgyz Republic",
"device_hash": "ac3dfd8ac3bb979f819f51d5dbcbcf0a59af0368",
"user_agent": "Opera/9.84.(Windows NT 5.1; ast-ES) Presto/2.9.180 Version/11.00",
"session_id": "87d48778-0550-4aea-9252-fecaf6dfefbb",
"risk_score": 46.71,
"confidence": 0.22
} | null | null | null | null | null | No additional info | AI system model_inversion by hmitchell No additional info | model_inversion | null | null | hmitchell | null | null | null | {
"baseline_deviation": 0.78,
"entropy": 3.28,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | model-82f2554d | eac5e8407f770409b5fcb89cc04f262c | ce69a8b5285592e77b329c6a87f46223 | null | null |
dff2a9ff-063e-4d9a-90f8-ef889a26644d | 2025-02-06T17:16:15 | endpoint | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec number by phyllis12 No additional info | {
"geo_location": "Saudi Arabia",
"device_hash": "0d6e54cfcd3c74f0f7cf1e1389781b5fbb9a5e38",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/5.1)",
"session_id": "ca6a5068-55c6-4786-a911-13667307719d",
"risk_score": 50.04,
"confidence": 0.38
} | null | null | null | null | null | No additional info | Endpoint wmi_exec number by phyllis12 No additional info | wmi_exec | null | null | phyllis12 | number | 8,607 | explorer.exe | {
"baseline_deviation": 0.92,
"entropy": 3.09,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
5030d0b9-edb6-48e8-8000-23a30fe89d6a | 2025-06-30T04:44:03 | ai | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by howarddominique No additional info | {
"geo_location": "Switzerland",
"device_hash": "4770334be78dc46073c48078602b2ee0c68ce5f9dd1ec826cd270593935acbc5",
"user_agent": "Mozilla/5.0 (Android 2.3.5; Mobile; rv:11.0) Gecko/11.0 Firefox/11.0",
"session_id": "2bf3bdf6-303a-476f-885f-f484d04e1763",
"risk_score": 34.98,
"confidence": 0.34
} | null | null | null | null | null | No additional info | AI system adversarial_input by howarddominique No additional info | adversarial_input | null | null | howarddominique | null | null | null | null | null | null | null | null | null | null | null | null | model-985432e6 | 77b35038b8baa7fd3d678c909c33a7ff78a06b5e4b4a08ea3b80c038de635e9a | 0b98c01f5eac5b6f65a2616fad9914568502303c | null | null |
71247269-acff-4623-87bb-7327af927013 | 2025-03-02T08:39:33 | cloud | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|high| desc=Cloud shadow_it in Azure by debra72 No additional info | {
"geo_location": "Tuvalu",
"device_hash": "e599679770666e2cce1fa1c5f28518ac",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_1_2 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) FxiOS/13.3z5617.0 Mobile/64K995 Safari/534.1",
"session_id": "6b0a29cb-8d42-43e0-b4dd-f136fba1e204",
"risk_score": 0,
"confidence": 0.9
} | null | null | null | null | null | No additional info | Cloud shadow_it in Azure by debra72 No additional info | shadow_it | null | null | debra72 | null | null | null | {
"baseline_deviation": 1.03,
"entropy": 2.2,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | Azure | res-65a684f8 |
0342ca6c-6192-4ffb-a13e-520cb3c8e476 | 2030-02-26T12:55:38 | auth | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for rjackson via password from 10.72.13.158 MITRE Technique: T1543.003 | {
"geo_location": "Chile",
"device_hash": "9b9f17ca58f065471d92f10f03596100008c603d",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90; et-EE; rv:1.9.0.20) Gecko/4960-02-13 06:30:57 Firefox/3.8",
"session_id": "65cce249-091a-4cc6-8682-b2a1d70d2f90",
"risk_score": 30.09,
"confidence": 0.07
} | 10.72.13.158 | null | null | null | null | MITRE Technique: T1543.003 | Auth timeout for rjackson via password from 10.72.13.158 MITRE Technique: T1543.003 | timeout | null | null | rjackson | null | null | null | null | null | null | null | null | null | null | password | d2:32:40:ec:aa:c8 | null | null | null | null | null |
fb92c384-60a3-42d7-ae5f-be062689d6f4 | 2025-07-09T18:10:44 | auth | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|info| desc=Auth failed for melissarocha via key from 16.199.169.68 Unconventional IOC: TPM attestation failures noise=4AB368DF | {
"geo_location": "Tanzania",
"device_hash": "3d0dfbcb504bc3e3401a3098f8e99321bd6ce049",
"user_agent": "Mozilla/5.0 (Android 6.0.1; Mobile; rv:28.0) Gecko/28.0 Firefox/28.0",
"session_id": "3873c11b-3b40-4ef2-bc73-d74440cdac38",
"risk_score": 50.76,
"confidence": 0.36
} | 16.199.169.68 | null | null | null | null | Unconventional IOC: TPM attestation failures | Auth failed for melissarocha via key from 16.199.169.68 Unconventional IOC: TPM attestation failures | failed | null | null | melissarocha | null | null | null | null | null | null | null | null | null | null | key | 9d:81:ec:b8:6f:09 | null | null | null | null | null |
6db603ea-fe5b-427d-93fe-8606c4aa82a3 | 2025-03-07T20:14:25 | 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 richardcole MITRE Technique: T1547.001 | {
"geo_location": "Peru",
"device_hash": "41bd7b3cd993e2c2f58ae3afb2c3fe4607146e3b",
"user_agent": "Opera/9.90.(X11; Linux x86_64; es-NI) Presto/2.9.169 Version/12.00",
"session_id": "f8b70506-e745-4af9-abb3-23397c0e88da",
"risk_score": 46.31,
"confidence": 0.47
} | null | null | null | null | null | MITRE Technique: T1547.001 | AI system prompt_injection by richardcole MITRE Technique: T1547.001 | prompt_injection | null | null | richardcole | null | null | null | null | null | null | null | null | null | null | null | null | model-a85eee3d | 85f99c7ab8670228ae3c56b4442db2922bba5522 | a78db7a379dca6f6a07306c3fb174374e08ce32496f4f3cc5197d6e2e2663b35 | null | null |
3d68e6ab-aa19-44cf-bbc4-e5d53b419a00 | 2025-03-20T07:24:29 | cloud | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud lambda_execution in OCI by ylopez No additional info | {
"geo_location": "New Zealand",
"device_hash": "7160de3e6fbebace51e659ffd58b61a3",
"user_agent": "Opera/8.80.(Windows 95; da-DK) Presto/2.9.166 Version/12.00",
"session_id": "c359bef9-43e1-4f65-9180-f8c173515741",
"risk_score": 55.93,
"confidence": 0.38
} | null | null | null | null | null | No additional info | Cloud lambda_execution in OCI by ylopez No additional info | lambda_execution | null | null | ylopez | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-28860070 |
73192901-09a2-4f7e-980a-6c1f1badd897 | 2025-02-17T06:39:53 | cloud | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|high| desc=Cloud crypto_mining in AWS by cwright MITRE Technique: T1543.003 | {
"geo_location": "Serbia",
"device_hash": "a01cea31400b48b1c87491db701b3bb1",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_1) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/13.0.878.0 Safari/535.0",
"session_id": "67b29e64-1acc-484e-8870-a9bab68450e5",
"risk_score": 59.34,
"confidence": 0.22
} | null | null | null | null | null | MITRE Technique: T1543.003 | Cloud crypto_mining in AWS by cwright MITRE Technique: T1543.003 | crypto_mining | null | null | cwright | null | null | null | {
"baseline_deviation": 1.48,
"entropy": 7.19,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | AWS | res-09c02094 |
df8e0162-d559-499a-a004-0b02df569271 | 2025-02-06T06:31:40 | endpoint | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_stop subject by barrettjohn No additional info | {
"geo_location": "Cuba",
"device_hash": "e1224da683d8a2dae060e1ae20578e3ad14faca2",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_2 rv:3.0; sl-SI) AppleWebKit/532.32.6 (KHTML, like Gecko) Version/5.0.5 Safari/532.32.6",
"session_id": "d7f6c4c3-aa01-4f26-bae7-2f2b27ee3e2a",
"risk_score": 65.03,
"confidence": 0.36
} | null | null | null | null | null | No additional info | Endpoint process_stop subject by barrettjohn No additional info | process_stop | null | null | barrettjohn | subject | 4,924 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dcfb283f-1656-4ec8-a244-0ed0f6e468cc | 2025-03-17T20:36:21 | ids_alert | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|medium| desc=Suricata Alert: SQL Injection detected from 2.97.156.189 targeting 74.61.168.166 Obfuscated payload detected | {
"geo_location": "North Macedonia",
"device_hash": "eb04bf1272b2a1f141aab067c76f3fa2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 4.0; Trident/3.1)",
"session_id": "94d24af5-9de2-4305-8b87-ebab3147492f",
"risk_score": 21.34,
"confidence": 0.37
} | 2.97.156.189 | 74.61.168.166 | SQL Injection | SIG-7324 | Exploit | Obfuscated payload detected | Suricata Alert: SQL Injection detected from 2.97.156.189 targeting 74.61.168.166 Obfuscated payload detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
92613d0b-25c8-42d8-8392-bab07be0e87c | 2025-07-08T23:49:37 | endpoint | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint scheduled_task /avoid/important.gif by tamara97 No additional info | {
"geo_location": "Bermuda",
"device_hash": "3edef61849fb1fd7a765fd8d77ebec22",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/3.0)",
"session_id": "be289fc2-1ef2-4e28-9d15-f18acf8184f4",
"risk_score": 55.23,
"confidence": 0.2
} | null | null | null | null | null | No additional info | Endpoint scheduled_task /avoid/important.gif by tamara97 No additional info | scheduled_task | null | null | tamara97 | /avoid/important.gif | 5,466 | powershell.exe | {
"baseline_deviation": 1.14,
"entropy": 2.51,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
83e43d92-63c6-4b20-adff-21d02be7e5f7 | 2028-11-22T20:30:00 | endpoint | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint service_install /address/democratic.js by juliecox No additional info | {
"geo_location": "Croatia",
"device_hash": "04fc76d825ff1fb04c61858804f4ddaa9bb8fb093c5c729d6c5fb71251887626",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/4.1)",
"session_id": "45e055c2-15a2-4d58-ad83-4a568d401976",
"risk_score": 46.33,
"confidence": 0.08
} | null | null | null | null | null | No additional info | Endpoint service_install /address/democratic.js by juliecox No additional info | service_install | null | null | juliecox | /address/democratic.js | 5,988 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4090f616-7dbe-471b-878e-9a0256205ec3 | 2025-05-22T23:52:45 | cloud | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud storage_access in OCI by asmith No additional info | {
"geo_location": "Saint Lucia",
"device_hash": "146aa459db4ad830625738cc391e2e66",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/532.8.5 (KHTML, like Gecko) Version/4.0.3 Safari/532.8.5",
"session_id": "fea0b22d-e5c4-46ca-b530-441f995f005d",
"risk_score": 47.3,
"confidence": 0.68
} | null | null | null | null | null | No additional info | Cloud storage_access in OCI by asmith No additional info | storage_access | null | null | asmith | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-cf5f7dc8 |
702b808e-e8a3-42f6-bbd1-39f0c1d7329b | 2025-05-01T06:58:06 | auth | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|high| desc=Auth bypass for boydannette via password from 195.176.157.232 No additional info | {
"geo_location": "Nicaragua",
"device_hash": "787ef86e347022297f7bf11ab5e18e434370a0d1b419435c8759e033978a35ea",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_3; rv:1.9.5.20) Gecko/7342-03-16 22:42:06 Firefox/3.6.5",
"session_id": "3499a1d9-13cf-4a5e-add9-04846148f932",
"risk_score": 49.2,
"confidence": 0.9
} | 195.176.157.232 | null | null | null | null | No additional info | Auth bypass for boydannette via password from 195.176.157.232 No additional info | bypass | null | null | boydannette | null | null | null | null | null | null | null | null | null | null | password | b4:71:7d:ae:15:4e | null | null | null | null | null |
4ca95593-4f72-4fe4-801f-f8c93f65eaad | 2025-05-24T23:11:22 | iot | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera firmware_update No additional info | {
"geo_location": "Senegal",
"device_hash": "7ffeab30a517057e63f17e968fc0525656373a9f",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/534.13.2 (KHTML, like Gecko) Version/4.0 Safari/534.13.2",
"session_id": "9ed257e9-bc5c-482a-8f78-b8f85efb59d8",
"risk_score": 64.1,
"confidence": 0.45
} | null | null | null | null | null | No additional info | IoT device Camera firmware_update No additional info | firmware_update | null | null | null | null | null | null | null | Camera | iot-f8c47aa2 | 2.2 | null | null | null | null | null | null | null | null | null | null |
daa8710f-44de-4e81-8e1d-a90d15ff66da | 2025-01-20T21:26:43 | iot | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat battery_drain MITRE Technique: T1486 noise=blog/search | {
"geo_location": "Suriname",
"device_hash": "c6e3e87da4938deee559b5f4ba2b775e",
"user_agent": "Mozilla/5.0 (Linux; Android 12.1) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/38.0.852.0 Safari/534.1",
"session_id": "68d09c22-a735-4b51-9082-45ee47e0cb5b",
"risk_score": 51.26,
"confidence": 0.45
} | null | null | null | null | null | MITRE Technique: T1486 | IoT device Thermostat battery_drain MITRE Technique: T1486 | battery_drain | null | null | null | null | null | null | {
"baseline_deviation": 0.77,
"entropy": 2.17,
"frequency_anomaly": true,
"sequence_anomaly": true
} | Thermostat | iot-8b30db2b | 10.2 | null | null | null | null | null | null | null | null | null | null |
9d45270b-c328-4355-bed9-5a93993eb33d | 2025-07-09T01:51:10 | auth | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|high| desc=Auth success for brittanywallace via biometric from 184.56.171.209 MITRE Technique: T1078.004 | {
"geo_location": "Guadeloupe",
"device_hash": "5eb9128309229f5cd96145e84ed87e7dbf87951ec73093a3838ad68b727590ad",
"user_agent": "Opera/9.47.(X11; Linux x86_64; mni-IN) Presto/2.9.169 Version/10.00",
"session_id": "c3b89934-33f6-4ea2-92de-6b4f9d3cf542",
"risk_score": 60.66,
"confidence": 0.24
} | 184.56.171.209 | null | null | null | null | MITRE Technique: T1078.004 | Auth success for brittanywallace via biometric from 184.56.171.209 MITRE Technique: T1078.004 | success | null | null | brittanywallace | null | null | null | {
"baseline_deviation": 2.02,
"entropy": 4.88,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | biometric | b2:4f:d2:0f:b2:84 | null | null | null | null | null |
67f7465b-bb03-4b68-8902-7106215733dd | 2022-01-05T15:27:45 | network | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|low| desc=Network bandwidth_usage from 68.97.204.205 to 201.189.188.203 MITRE Technique: T1059.001 | {
"geo_location": "Russia",
"device_hash": "4ac72d879e4521bb52dcd110e131b9204440bcd5",
"user_agent": "Mozilla/5.0 (Android 2.3.6; Mobile; rv:21.0) Gecko/21.0 Firefox/21.0",
"session_id": "b32a2ea9-d7a4-4e0a-95ec-edb84afa1d07",
"risk_score": 46.46,
"confidence": 0.5
} | 68.97.204.205 | 201.189.188.203 | null | null | null | MITRE Technique: T1059.001 | Network bandwidth_usage from 68.97.204.205 to 201.189.188.203 MITRE Technique: T1059.001 | bandwidth_usage | 330,332 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
53f5c552-b66a-4fe0-a14a-cbcfcabb8cbc | 2025-02-26T19:50:30 | firewall | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine DNS traffic from 119.178.223.60:696 to 132.43.96.210:227 MITRE Technique: T1566.001 noise=Q2VydGFpbi4= | {
"geo_location": "Pakistan",
"device_hash": "44532adce2e73f1888faf79b4649a7ed6b256c8d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.0; Trident/4.0)",
"session_id": "101c5c54-152b-4614-8c1e-6f839291d49e",
"risk_score": 44.68,
"confidence": 0.32
} | 119.178.223.60 | 132.43.96.210 | null | null | null | MITRE Technique: T1566.001 | Firewall quarantine DNS traffic from 119.178.223.60:696 to 132.43.96.210:227 MITRE Technique: T1566.001 | quarantine | 919,469 | DNS | null | null | null | null | {
"baseline_deviation": 1.19,
"entropy": 5.4,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 696 | 227 | 982 | null | null | null | null | null | null | null |
7360f799-1f22-456e-befe-95d17be6d307 | 2025-06-22T22:13:22 | iot | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical side_channel No additional info | {
"geo_location": "Kuwait",
"device_hash": "71b8d399be4e3b6a035a7f03b697a4ee",
"user_agent": "Opera/9.43.(Windows NT 5.2; zu-ZA) Presto/2.9.172 Version/12.00",
"session_id": "8971e41f-9678-4089-8a48-15f7f0e19a02",
"risk_score": 82.44,
"confidence": 0.79
} | 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-3f4fa98b | 8.8 | null | null | null | null | null | null | null | null | null | null |
79b31a34-2329-483d-a762-57679e1143e5 | 2025-06-13T16:40:07 | endpoint | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|low| desc=Endpoint service_install effect by johnsonkevin No additional info | {
"geo_location": "Paraguay",
"device_hash": "5a93308566d4dc765f94dea0d78ecbaa",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.01; Trident/4.0)",
"session_id": "4f2b9222-b7a1-4bc5-891b-1f9b1defbec5",
"risk_score": 33.11,
"confidence": 0.56
} | null | null | null | null | null | No additional info | Endpoint service_install effect by johnsonkevin No additional info | service_install | null | null | johnsonkevin | effect | 7,522 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
043fd95d-f32c-4fdf-8c43-edf89a649a8a | 2025-02-21T16:24:03 | iot | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|info| desc=IoT device HVAC protocol_violation No additional info | {
"geo_location": "Paraguay",
"device_hash": "a2bcee6f157f23e87725c66ae9992a3695cc9af35921ffb79022c6705ce35d19",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/534.24.4 (KHTML, like Gecko) Version/4.1 Safari/534.24.4",
"session_id": "34f27c89-af0c-4c33-8182-f6afc77c6afa",
"risk_score": 38.34,
"confidence": 0.87
} | null | null | null | null | null | No additional info | IoT device HVAC protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | {
"baseline_deviation": 2.87,
"entropy": 2.3,
"frequency_anomaly": true,
"sequence_anomaly": true
} | HVAC | iot-1ab02749 | 8.0 | null | null | null | null | null | null | null | null | null | null |
21ac3232-de8d-413f-80f1-a3b4f096fc1c | 2025-01-17T00:50:02 | iot | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor battery_drain No additional info | {
"geo_location": "Belize",
"device_hash": "b201fa86436672a975b7f646cfe1b624",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) CriOS/54.0.848.0 Mobile/26D468 Safari/531.2",
"session_id": "776cc281-ace3-4ce7-b77e-9f403b3db01a",
"risk_score": 39.99,
"confidence": 0.91
} | null | null | null | null | null | No additional info | IoT device Sensor battery_drain No additional info | battery_drain | null | null | null | null | null | null | null | Sensor | iot-54fad401 | 2.6 | null | null | null | null | null | null | null | null | null | null |
c43cefd4-9cbd-4dc3-9f1c-8b5fede4f9a1 | 2025-05-28T01:01:08 | cloud | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud api_abuse in AWS by chaveztimothy MITRE Technique: T1204.002 | {
"geo_location": "Nauru",
"device_hash": "e8ea33ee883579278d2eeedbd6ecadf6083fc705f751ba3741fd531088fefd09",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_2; rv:1.9.3.20) Gecko/8795-03-27 16:56:31 Firefox/14.0",
"session_id": "406fafe0-671a-40ae-8a73-3baffa43c87a",
"risk_score": 46.85,
"confidence": 0.78
} | null | null | null | null | null | MITRE Technique: T1204.002 | Cloud api_abuse in AWS by chaveztimothy MITRE Technique: T1204.002 | api_abuse | null | null | chaveztimothy | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-9391b672 |
f2678365-50a8-4ac3-ac74-9bd691e8b2af | 2025-01-22T02:03:12 | iot | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC physical_tamper No additional info | {
"geo_location": "Korea",
"device_hash": "75a2c14b0ced16fb6f9b71b0299bda0db00319d0",
"user_agent": "Opera/9.46.(X11; Linux x86_64; bem-ZM) Presto/2.9.160 Version/11.00",
"session_id": "f638e6e7-fec8-4016-ba62-dc3e1d777416",
"risk_score": 30.87,
"confidence": 0.83
} | 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-dc5fd6c2 | 9.4 | null | null | null | null | null | null | null | null | null | null |
2d7705f7-1ade-4ae2-bf0d-5d397e1c07f3 | 2025-01-27T19:06:38 | iot | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC command_injection MITRE Technique: T1574.002 | {
"geo_location": "Georgia",
"device_hash": "e3296d62a841e406d9edbbd9658f444d",
"user_agent": "Opera/9.61.(X11; Linux i686; ps-AF) Presto/2.9.188 Version/10.00",
"session_id": "c3543f50-09af-4b9c-86d8-b6135b7fab5b",
"risk_score": 55.06,
"confidence": 0.99
} | null | null | null | null | null | MITRE Technique: T1574.002 | IoT device HVAC command_injection MITRE Technique: T1574.002 | command_injection | null | null | null | null | null | null | null | HVAC | iot-57c3d89b | 5.2 | null | null | null | null | null | null | null | null | null | null |
daa16863-53f3-4dd9-a093-3cc2f9096b53 | 2025-02-04T15:57:08 | iot | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|high| desc=IoT device HVAC command_injection MITRE Technique: T1574.002 | {
"geo_location": "Monaco",
"device_hash": "f84379a7fb19817a22b66a18429374ee830b049acf41cdd3b2bd1e757e00b3de",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/5.0)",
"session_id": "cfa05004-c749-4f9e-b3c9-6d46dc21018d",
"risk_score": 61.35,
"confidence": 0.78
} | null | null | null | null | null | MITRE Technique: T1574.002 | IoT device HVAC command_injection MITRE Technique: T1574.002 | command_injection | null | null | null | null | null | null | null | HVAC | iot-2ae88d8d | 8.9 | null | null | null | null | null | null | null | null | null | null |
4eb0820e-b284-4d92-b3c7-4c271ff07753 | 2025-02-16T05:56:51 | ids_alert | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|low| desc=Tanium Alert: Supply Chain Compromise detected from 23.172.25.205 targeting 188.125.242.254 MITRE Technique: T1543.003 | Associated Threat Actor: FIN7 | {
"geo_location": "Chile",
"device_hash": "02444172b183c251c74b3ad32b46b0d0ea62891ec19223fb2d094afc016631a2",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_3; rv:1.9.3.20) Gecko/5913-01-12 15:17:27 Firefox/13.0",
"session_id": "b3724def-931c-4674-8013-20d56c8294de",
"risk_score": 48.38,
"confidence": 0.99
} | 23.172.25.205 | 188.125.242.254 | Supply Chain Compromise | SIG-4959 | Exploit | MITRE Technique: T1543.003 | Associated Threat Actor: FIN7 | Tanium Alert: Supply Chain Compromise detected from 23.172.25.205 targeting 188.125.242.254 MITRE Technique: T1543.003 | Associated Threat Actor: FIN7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9fd53f8f-1030-4064-ae24-a4a390ace60b | 2025-02-08T23:39:33 | ids_alert | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|critical| desc=Carbon Black Alert: Port Scan detected from 176.126.86.20 targeting 200.154.95.61 MITRE Technique: T1566.001 | {
"geo_location": "Kuwait",
"device_hash": "dfb12e6430be8289b5ae853b57011d6a",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/24.0.884.0 Safari/536.2",
"session_id": "c06c4168-2e0d-4df5-b7ef-724372e5a424",
"risk_score": 60.53,
"confidence": 0.02
} | 176.126.86.20 | 200.154.95.61 | Port Scan | SIG-6773 | Evasion | MITRE Technique: T1566.001 | Carbon Black Alert: Port Scan detected from 176.126.86.20 targeting 200.154.95.61 MITRE Technique: T1566.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3a3d650e-eb80-43fd-b4a8-9e38440dbedc | 2025-03-02T16:38:53 | auth | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|high| desc=Auth timeout for anthony20 via biometric from 88.39.18.2 No additional info | {
"geo_location": "Gambia",
"device_hash": "d7a0982c3d30753cc7b9e9ca52926306",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_5_1; rv:1.9.5.20) Gecko/9265-03-28 00:14:17 Firefox/3.6.15",
"session_id": "0ea657b1-8192-4369-8d84-2ae988224141",
"risk_score": 21.44,
"confidence": 0.82
} | 88.39.18.2 | null | null | null | null | No additional info | Auth timeout for anthony20 via biometric from 88.39.18.2 No additional info | timeout | null | null | anthony20 | null | null | null | null | null | null | null | null | null | null | biometric | 45:aa:69:a5:94:7c | null | null | null | null | null |
1c59ec1e-6df9-40b7-baf3-8cd3e3766e4a | 2025-05-27T01:33:40 | ids_alert | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|critical| desc=Trellix Alert: Cloud API Abuse detected from 175.232.153.207 targeting 200.250.119.11 MITRE Technique: T1547.001 | {
"geo_location": "Seychelles",
"device_hash": "c05865467bf55156e26b565540e2c234",
"user_agent": "Opera/9.17.(Windows 95; nn-NO) Presto/2.9.170 Version/11.00",
"session_id": "3a8b4cbe-3901-4ae9-940d-cfc02fb8981e",
"risk_score": 53.59,
"confidence": 0.26
} | 175.232.153.207 | 200.250.119.11 | Cloud API Abuse | SIG-4719 | Exploit | MITRE Technique: T1547.001 | Trellix Alert: Cloud API Abuse detected from 175.232.153.207 targeting 200.250.119.11 MITRE Technique: T1547.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
03f0ef19-52c5-46f4-b69b-ca9aedd8a93f | 2025-02-08T21:42:50 | ids_alert | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|high| desc=Palo Alto Cortex Alert: Brute Force detected from 2.222.49.179 targeting N/A MITRE Technique: T1053.005 noise=0E762ABB | {
"geo_location": "Rwanda",
"device_hash": "aef696ad2411cfe132790440f3700d80d7d51d14ed5549e6bcfe401ceef7b507",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 2_2_1 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) FxiOS/10.1s6665.0 Mobile/20J971 Safari/531.2",
"session_id": "84e6613d-7aa6-4863-b930-75aa38a80734",
"risk_score": 36.84,
"confidence": 0.94
} | 2.222.49.179 | N/A | Brute Force | SIG-7848 | Exploit | MITRE Technique: T1053.005 | Palo Alto Cortex Alert: Brute Force detected from 2.222.49.179 targeting N/A 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 |
b04717de-daff-4076-8729-21ccc8d669f9 | 2025-05-14T09:28:40 | firewall | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|low| desc=Firewall allow UDP traffic from 152.154.131.188:637 to 4.3.143.170:98 Associated Threat Actor: Inception Framework | Unconventional IOC: ACPI table modifications | {
"geo_location": "Lebanon",
"device_hash": "69d9a179363a2168a7e64e072588ee47abf37af1f747b4d1661e208a03a0b055",
"user_agent": "Mozilla/5.0 (Windows 95) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/15.0.872.0 Safari/536.0",
"session_id": "b58feafe-9f4f-4834-9a3c-c5245173eecb",
"risk_score": 27.64,
"confidence": 0.14
} | 152.154.131.188 | 4.3.143.170 | null | null | null | Associated Threat Actor: Inception Framework | Unconventional IOC: ACPI table modifications | Firewall allow UDP traffic from 152.154.131.188:637 to 4.3.143.170:98 Associated Threat Actor: Inception Framework | Unconventional IOC: ACPI table modifications | allow | 213,512 | UDP | null | null | null | null | null | null | null | null | 637 | 98 | 328 | null | null | null | null | null | null | null |
4f82fba8-8072-40dc-af0c-c971743edc3c | 2025-01-13T00:36:05 | network | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|high| desc=Network covert_channel from 197.230.174.83 to 23.207.253.188 No additional info | {
"geo_location": "Uzbekistan",
"device_hash": "f93eab4d3d38bca868273e68bf458b1a23a58539ecd7d8d0de45f6ed926579d7",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; sv-SE) AppleWebKit/533.12.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6533.12.3",
"session_id": "86c03b44-6f4a-4744-b5d3-b3cedfe59b81",
"risk_score": 62.54,
"confidence": 0.94
} | 197.230.174.83 | 23.207.253.188 | null | null | null | No additional info | Network covert_channel from 197.230.174.83 to 23.207.253.188 No additional info | covert_channel | 403,342 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
831e5cae-19bf-4a97-8999-236d32235da2 | 2025-06-26T14:33:07 | network | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|info| desc=Network connection from 206.132.229.111 to 10.124.2.33 No additional info | {
"geo_location": "Armenia",
"device_hash": "9ebb5c7076480268853879d9cba548bff5ad0d03617a1a195333776b6ff6f25c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; bem-ZM) AppleWebKit/533.34.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6533.34.3",
"session_id": "18bed6e4-d735-4850-b119-15952618f9d5",
"risk_score": 42.38,
"confidence": 0.9
} | 206.132.229.111 | 10.124.2.33 | null | null | null | No additional info | Network connection from 206.132.229.111 to 10.124.2.33 No additional info | connection | 391,741 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3576f78b-e84d-43a7-9f95-d054e3939a6a | 2025-03-10T03:21:02 | iot | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|high| desc=IoT device Camera side_channel MITRE Technique: T1486 | {
"geo_location": "Monaco",
"device_hash": "fc0cb8c07783d28dc8193c9c00a2f7a4",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/5165-02-01 19:29:02 Firefox/3.8",
"session_id": "f3f454da-6f30-4f3f-9550-e5046b9fd85f",
"risk_score": 72.65,
"confidence": 0.14
} | null | null | null | null | null | MITRE Technique: T1486 | IoT device Camera side_channel MITRE Technique: T1486 | side_channel | null | null | null | null | null | null | null | Camera | iot-9ce8f0d5 | 4.9 | null | null | null | null | null | null | null | null | null | null |
478af903-4fbb-415e-8106-3f4e702e297f | 2025-06-12T21:26:55 | endpoint | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_stop /ever/edge.png by herrerakevin MITRE Technique: T1059.005 | {
"geo_location": "Greenland",
"device_hash": "d7b35b5a4921be613486a159fa53c67f",
"user_agent": "Opera/9.97.(Windows NT 5.1; lzh-TW) Presto/2.9.163 Version/12.00",
"session_id": "4a8b8ea4-9610-4b6f-bc38-d240d7606973",
"risk_score": 44.25,
"confidence": 0.79
} | null | null | null | null | null | MITRE Technique: T1059.005 | Endpoint process_stop /ever/edge.png by herrerakevin MITRE Technique: T1059.005 | process_stop | null | null | herrerakevin | /ever/edge.png | 5,545 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d2da4986-c81d-4840-b1c6-2200b9609427 | 2021-09-30T20:07:01 | iot | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical battery_drain No additional info | {
"geo_location": "Mauritania",
"device_hash": "238c31cdbe99c97cfe171f6ef925ce9ae71aef07",
"user_agent": "Opera/9.32.(Windows NT 5.0; hsb-DE) Presto/2.9.165 Version/11.00",
"session_id": "0890a755-d79f-425c-88a2-4029cbaffed5",
"risk_score": 64.19,
"confidence": 0.28
} | null | null | null | null | null | No additional info | IoT device Medical battery_drain No additional info | battery_drain | null | null | null | null | null | null | null | Medical | iot-54a2115a | 3.3 | null | null | null | null | null | null | null | null | null | null |
8e97a078-7fb2-4681-b8d7-0a8df3f96056 | 2025-05-01T11:03:44 | firewall | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine DNS traffic from 180.199.9.70:847 to 75.253.208.206:587 Geo anomaly: Impossible travel detected | {
"geo_location": "Trinidad and Tobago",
"device_hash": "db4fe19e02c1fd2b4fb0da08c96934621bc61bab",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/19.0.874.0 Safari/534.0",
"session_id": "c297fc6f-ddf9-4507-8005-51f87a6f970f",
"risk_score": 28.39,
"confidence": 0.17
} | 180.199.9.70 | 75.253.208.206 | null | null | null | Geo anomaly: Impossible travel detected | Firewall quarantine DNS traffic from 180.199.9.70:847 to 75.253.208.206:587 Geo anomaly: Impossible travel detected | quarantine | 547,805 | DNS | null | null | null | null | null | null | null | null | 847 | 587 | 2,609 | null | null | null | null | null | null | null |
c633dd5f-7bc1-4e77-8787-93037b43f9e5 | 2025-02-07T22:57:59 | cloud | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|medium| desc=Cloud config_change in Azure by colecharlotte No additional info | {
"geo_location": "British Virgin Islands",
"device_hash": "7952bf5c7c8f2e5cae498bf2544e4fda1244c439",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 11.0; Trident/5.0)",
"session_id": "1398c435-4481-43cb-9fed-1f6491e4f5a3",
"risk_score": 35.79,
"confidence": 0.08
} | null | null | null | null | null | No additional info | Cloud config_change in Azure by colecharlotte No additional info | config_change | null | null | colecharlotte | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-6673ce62 |
3a7bacbc-9b52-498a-a92d-ced67d1ed0d6 | 2025-01-23T01:52:04 | cloud | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud container_escape in AWS by darylreyes No additional info | {
"geo_location": "Qatar",
"device_hash": "caadc2f148ba02486d9c8e1b0e63a55c558d782ef6ae22a231eebd0f5f35a363",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_3 rv:3.0; dz-BT) AppleWebKit/532.28.6 (KHTML, like Gecko) Version/5.0.5 Safari/532.28.6",
"session_id": "30739dfd-8753-4e20-9142-7a77b8bd46f8",
"risk_score": 58.2,
"confidence": 0.91
} | null | null | null | null | null | No additional info | Cloud container_escape in AWS by darylreyes No additional info | container_escape | null | null | darylreyes | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-c99391ea |
cd9df585-a0d3-40fc-b2f6-98a6f4ae4df4 | 2025-07-05T07:45:23 | ids_alert | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|high| desc=Microsoft Sentinel Alert: Supply Chain Compromise detected from 177.22.192.205 targeting 65.181.146.231 No additional info | {
"geo_location": "Mali",
"device_hash": "a3e8366dd19512a89829d8ba4cc72794fe7f7285",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/4.1)",
"session_id": "905030ba-115f-4bc2-b436-973a1c78fd43",
"risk_score": 18.42,
"confidence": 0.11
} | 177.22.192.205 | 65.181.146.231 | Supply Chain Compromise | SIG-6820 | Exploit | No additional info | Microsoft Sentinel Alert: Supply Chain Compromise detected from 177.22.192.205 targeting 65.181.146.231 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8a60a85f-75b9-4489-a649-908f56dc7b9d | 2025-04-11T03:46:18 | firewall | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect RDP traffic from 10.159.146.140:116 to 185.4.75.152:393 Associated Threat Actor: Sandworm Team | {
"geo_location": "Malta",
"device_hash": "a418f9f3bd28ed285b22d100d1a6899e3fa16fae",
"user_agent": "Opera/8.29.(X11; Linux x86_64; hne-IN) Presto/2.9.175 Version/11.00",
"session_id": "40045ac1-86e9-410e-b187-3f2a5dcb0f82",
"risk_score": 89.46,
"confidence": 0.96
} | 10.159.146.140 | 185.4.75.152 | null | null | null | Associated Threat Actor: Sandworm Team | Firewall inspect RDP traffic from 10.159.146.140:116 to 185.4.75.152:393 Associated Threat Actor: Sandworm Team | inspect | 204,575 | RDP | null | null | null | null | {
"baseline_deviation": 1.49,
"entropy": 6.92,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 116 | 393 | 1,444 | null | null | null | null | null | null | null |
f4adeb75-f5b6-47e0-9bc4-3e51c23b5a90 | 2025-01-19T11:12:22 | ids_alert | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|high| desc=Suricata Alert: ICS Attack detected from 211.28.248.125 targeting 15.255.234.249 MITRE Technique: T1071.001 | {
"geo_location": "Tanzania",
"device_hash": "5fbb15423e94b1a0555a193e9d23dade946c8cc0e645fc30cbce75502fae4dd1",
"user_agent": "Opera/9.69.(Windows 98; Win 9x 4.90; pap-CW) Presto/2.9.164 Version/11.00",
"session_id": "ba6253c7-fc57-4a3a-a8fe-a49020e57f71",
"risk_score": 44.16,
"confidence": 0.49
} | 211.28.248.125 | 15.255.234.249 | ICS Attack | SIG-2095 | Recon | MITRE Technique: T1071.001 | Suricata Alert: ICS Attack detected from 211.28.248.125 targeting 15.255.234.249 MITRE Technique: T1071.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
646cb876-893b-4197-8252-a636623147cb | 2025-04-05T23:31:08 | cloud | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|low| desc=Cloud config_change in AWS by johnfisher Unconventional IOC: Bios timestamp anomalies | {
"geo_location": "Hungary",
"device_hash": "950b2cf684f41c044dd64d6d9ae43a82",
"user_agent": "Mozilla/5.0 (Windows NT 5.1; ta-IN; rv:1.9.1.20) Gecko/6306-04-11 20:29:33 Firefox/3.6.4",
"session_id": "6d200bb1-7c7a-4589-8388-c5f0f87baf80",
"risk_score": 41,
"confidence": 0.99
} | null | null | null | null | null | Unconventional IOC: Bios timestamp anomalies | Cloud config_change in AWS by johnfisher Unconventional IOC: Bios timestamp anomalies | config_change | null | null | johnfisher | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-cfbe5794 |
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