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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
da940c94-79db-4035-bc3a-790896c99780 | 2025-05-01T10:55:44 | iot | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical command_injection MITRE Technique: T1486 | {
"geo_location": "Poland",
"device_hash": "80f50f0033b926901bd181da9506b114c25d055f",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; uk-UA) AppleWebKit/533.28.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6533.28.1",
"session_id": "6b6332d5-91e6-4ce9-bb2f-7d0d1ed6ae3d",
"risk_score": 25.62,
"confidence": 0.03
} | null | null | null | null | null | MITRE Technique: T1486 | IoT device Medical command_injection MITRE Technique: T1486 | command_injection | null | null | null | null | null | null | {
"baseline_deviation": 1.43,
"entropy": 4.86,
"frequency_anomaly": false,
"sequence_anomaly": false
} | Medical | iot-aa141a46 | 9.9 | null | null | null | null | null | null | null | null | null | null |
cd311b69-b80f-4dc2-b692-fce07823b136 | 2025-07-08T06:18:01 | ai | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|info| desc=AI system api_abuse by teresa07 MITRE Technique: T1574.002 noise=responsibility|house|commercial | {
"geo_location": "Vanuatu",
"device_hash": "f83bdcd92eda11b0bda8d8f3388aa217c242c0e9d4cb364b7cf008cecc6c2215",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/533.12.5 (KHTML, like Gecko) Version/5.0.2 Safari/533.12.5",
"session_id": "3508e20e-c5c1-4317-9ee2-83482b1c4e97",
"risk_score": 80.64,
"confidence": 0.51
} | null | null | null | null | null | MITRE Technique: T1574.002 | AI system api_abuse by teresa07 MITRE Technique: T1574.002 | api_abuse | null | null | teresa07 | null | null | null | null | null | null | null | null | null | null | null | null | model-4ea84478 | c82360d7fef3bfbe35bd4623fb094508 | 2486911e5c8db046f3ea59f5513b846eaaabd2a2ec949e3a099cc3ced05549a5 | null | null |
5effccc5-90da-4eaa-9d84-11f02f113c2f | 2025-03-31T13:26:08 | endpoint | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task /Democrat/of.jpeg by andrew05 No additional info | {
"geo_location": "Moldova",
"device_hash": "e258739d599da718347beb4f5ce30b9f2efb7643ab3790563466aaf34378b78a",
"user_agent": "Mozilla/5.0 (Android 4.3.1; Mobile; rv:23.0) Gecko/23.0 Firefox/23.0",
"session_id": "2a171825-12fa-48f7-9980-bd4de52794b5",
"risk_score": 59.06,
"confidence": 0.64
} | null | null | null | null | null | No additional info | Endpoint scheduled_task /Democrat/of.jpeg by andrew05 No additional info | scheduled_task | null | null | andrew05 | /Democrat/of.jpeg | 9,712 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3ec0dca7-d537-4c5c-b75d-4544ac5e3da4 | 2025-04-01T05:55:18 | network | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|info| desc=Network connection from 140.227.45.172 to 25.187.125.180 MITRE Technique: T1190 | {
"geo_location": "China",
"device_hash": "d9d94e56f888f2a49b0827296bb078c8a9617211ff5e92dea572aff7346b925b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/4.0)",
"session_id": "6afb6b52-269b-4877-936a-5ace2338206b",
"risk_score": 25.2,
"confidence": 0.64
} | 140.227.45.172 | 25.187.125.180 | null | null | null | MITRE Technique: T1190 | Network connection from 140.227.45.172 to 25.187.125.180 MITRE Technique: T1190 | connection | 555,271 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c0bf1182-82d8-4c3f-8f6d-aa125b87f451 | 2025-05-05T22:59:31 | endpoint | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec /number/shake.js by kristina04 No additional info | {
"geo_location": "Saint Helena",
"device_hash": "a539fc8b19a2b03c12e1085dd3e13b01",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_7; rv:1.9.3.20) Gecko/9267-02-22 05:59:16 Firefox/15.0",
"session_id": "3f88c141-886f-4998-9216-8a10531aa3d0",
"risk_score": 83.75,
"confidence": 0.56
} | null | null | null | null | null | No additional info | Endpoint wmi_exec /number/shake.js by kristina04 No additional info | wmi_exec | null | null | kristina04 | /number/shake.js | 5,010 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
34816a56-07f9-4a9a-bfdf-7e6d3f6e5850 | 2025-04-02T08:11:58 | cloud | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|critical| desc=Cloud container_escape in Alibaba by smithtyler No additional info | {
"geo_location": "Montenegro",
"device_hash": "cc3793edcd63985e8996d47f054e8d1d2ba2ea60a4c04c440821078cda27e1ff",
"user_agent": "Mozilla/5.0 (Linux; Android 9) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/28.0.846.0 Safari/532.0",
"session_id": "a953f5df-c00b-4385-be4a-a5502e97346a",
"risk_score": 11.76,
"confidence": 0.85
} | null | null | null | null | null | No additional info | Cloud container_escape in Alibaba by smithtyler No additional info | container_escape | null | null | smithtyler | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-fd90a868 |
3bac163d-61da-44c6-90bb-02a4e5d57c6b | 2025-03-21T09:35:00 | ai | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|info| desc=AI system api_abuse by larnold No additional info noise=F9D1EFD7 | {
"geo_location": "Sri Lanka",
"device_hash": "4f9c3c2e34ea30277656a5577218559be2cb4247",
"user_agent": "Opera/9.55.(Windows NT 6.2; mag-IN) Presto/2.9.175 Version/11.00",
"session_id": "82752080-1e96-4453-88a8-45bd3eba7d90",
"risk_score": 65.72,
"confidence": 0.94
} | null | null | null | null | null | No additional info | AI system api_abuse by larnold No additional info | api_abuse | null | null | larnold | null | null | null | null | null | null | null | null | null | null | null | null | model-fc96be5a | dc23f982206e003dbed631d4e692c34cf1533fb1 | 36274c8c38941f5e376a54cdf3de1814 | null | null |
ea7c45b6-ac17-4223-8813-b1ba72d8abf6 | 2021-10-15T09:46:51 | ids_alert | Palo Alto Cortex v3.0.0 | emergency | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Palo Alto Cortex Alert: Living-off-the-Land detected from 188.76.232.82 targeting 57.14.43.187 No additional info | {
"geo_location": "Lao People's Democratic Republic",
"device_hash": "f86eb96bee681440ce335f5531b85156",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/5.1)",
"session_id": "af828f5a-861c-454a-9408-fd35eecd25eb",
"risk_score": 57.16,
"confidence": 0.04
} | 188.76.232.82 | 57.14.43.187 | Living-off-the-Land | SIG-7488 | Recon | No additional info | Palo Alto Cortex Alert: Living-off-the-Land detected from 188.76.232.82 targeting 57.14.43.187 No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 1.13,
"entropy": 3.39,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
b5936207-095f-4ae4-832d-534a0bcde4b6 | 2025-01-13T19:49:34 | network | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 222.167.220.43 to 42.37.71.68 No additional info | {
"geo_location": "Vietnam",
"device_hash": "39f4e679377f38303c9d083edd6a7c9d",
"user_agent": "Opera/9.87.(X11; Linux x86_64; iu-CA) Presto/2.9.180 Version/10.00",
"session_id": "ae612a17-3c98-436c-b77e-8471f11523d6",
"risk_score": 26.49,
"confidence": 0.18
} | 222.167.220.43 | 42.37.71.68 | null | null | null | No additional info | Network protocol_anomaly from 222.167.220.43 to 42.37.71.68 No additional info | protocol_anomaly | 417,229 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
90a12635-342b-4f51-8093-736d7f755d9b | 2025-07-08T14:41:36 | cloud | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in AWS by cohenshelley No additional info | {
"geo_location": "Guadeloupe",
"device_hash": "3a37f5befc994d782e26aaf189a6cf84b3e7c773",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_6) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/22.0.871.0 Safari/534.2",
"session_id": "3a2dac49-f274-449c-a43b-f58d5f9e2b9e",
"risk_score": 84.79,
"confidence": 0.78
} | null | null | null | null | null | No additional info | Cloud api_abuse in AWS by cohenshelley No additional info | api_abuse | null | null | cohenshelley | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-8eca17b7 |
4d1ea03f-9121-4215-853a-27936d23b25e | 2025-06-26T01:37:25 | auth | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|low| desc=Auth success for sphillips via password from 87.176.32.187 No additional info | {
"geo_location": "Czech Republic",
"device_hash": "a598384f0f9f10eb00720a63d64f36d94dd94b82b5cddc96a2e5721066a949db",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_5 rv:6.0; kw-GB) AppleWebKit/533.40.6 (KHTML, like Gecko) Version/5.1 Safari/533.40.6",
"session_id": "52f01a79-566c-4375-a4c2-cf1a10db88c4",
"risk_score": 19.5,
"confidence": 0.49
} | 87.176.32.187 | null | null | null | null | No additional info | Auth success for sphillips via password from 87.176.32.187 No additional info | success | null | null | sphillips | null | null | null | null | null | null | null | null | null | null | password | 14:88:df:23:4c:31 | null | null | null | null | null |
d1d1f8f1-bcd1-405e-845e-940af5cf6c85 | 2025-03-19T12:41:31 | ids_alert | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|high| desc=Trellix Alert: DNS Tunneling detected from 166.36.206.60 targeting 83.87.187.16 MITRE Technique: T1190 | {
"geo_location": "Egypt",
"device_hash": "58ce3341e486b8ada2381459deb9d5b7",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/13.0.801.0 Safari/533.1",
"session_id": "ec7b535c-03a6-48f6-b591-4dba3ede0bea",
"risk_score": 25.91,
"confidence": 0.28
} | 166.36.206.60 | 83.87.187.16 | DNS Tunneling | SIG-3610 | Policy | MITRE Technique: T1190 | Trellix Alert: DNS Tunneling detected from 166.36.206.60 targeting 83.87.187.16 MITRE Technique: T1190 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0ec80556-e707-4e7b-abe6-3a1d9817cfcf | 2020-07-23T04:38:57 | auth | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|low| desc=Auth success for sali via password from 207.140.100.44 No additional info | {
"geo_location": "Tajikistan",
"device_hash": "4dbe7e6bdd56a387f30131680657c674a9523bfcb9f0a0f9bb5bd94c2392f574",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_3; rv:1.9.2.20) Gecko/4388-08-04 07:22:49 Firefox/3.8",
"session_id": "aa2db078-f7d2-4eed-ac02-48f5231736a5",
"risk_score": 39.29,
"confidence": 0.4
} | 207.140.100.44 | null | null | null | null | No additional info | Auth success for sali via password from 207.140.100.44 No additional info | success | null | null | sali | null | null | null | null | null | null | null | null | null | null | password | 9b:10:c2:0f:da:6a | null | null | null | null | null |
2e7b4f83-992b-45c9-bbfb-abac6c4388e3 | 2025-06-23T19:00:16 | endpoint | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|info| desc=Endpoint driver_load science by nicholaswilliams No additional info | {
"geo_location": "China",
"device_hash": "29097dc81e2f2c5db684595a48b3607b932f1d38",
"user_agent": "Opera/8.76.(X11; Linux x86_64; kw-GB) Presto/2.9.161 Version/12.00",
"session_id": "b8e29d12-b5be-4d50-9e36-7007808b7c43",
"risk_score": 54.55,
"confidence": 0.64
} | null | null | null | null | null | No additional info | Endpoint driver_load science by nicholaswilliams No additional info | driver_load | null | null | nicholaswilliams | science | 6,235 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c2618ce5-e045-44bd-a7a2-cb7d6206704a | 2025-03-03T03:54:26 | ai | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by anthony80 No additional info | {
"geo_location": "Belgium",
"device_hash": "c36d3721e22337c972662590faaa341b22ee147f",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 16_7_6 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/13.2a5774.0 Mobile/16H428 Safari/535.1",
"session_id": "f5b1c9b4-95d6-47e6-b1e7-d5508444210d",
"risk_score": 62.74,
"confidence": 0.55
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by anthony80 No additional info | training_data_poisoning | null | null | anthony80 | null | null | null | null | null | null | null | null | null | null | null | null | model-773169ff | c043166b21d039093558cd0bb5cf9c30d348e7b9 | a42dce2cb5f82523a51e534179895a568a7954ce | null | null |
9927b8aa-5050-4b64-bcaa-5aec8e2baae0 | 2025-06-04T11:07:13 | ids_alert | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|high| desc=LogRhythm Alert: Port Scan detected from 214.234.104.254 targeting 36.216.231.161 No additional info noise=3BADEA13 | {
"geo_location": "Malta",
"device_hash": "2515579e06a15eccdb4efe46f8f6a416",
"user_agent": "Opera/9.32.(Windows NT 5.01; yi-US) Presto/2.9.183 Version/10.00",
"session_id": "e43522d2-9c1a-441e-9cec-eb9675b91c39",
"risk_score": 20.6,
"confidence": 0.75
} | 214.234.104.254 | 36.216.231.161 | Port Scan | SIG-4910 | Exploit | No additional info | LogRhythm Alert: Port Scan detected from 214.234.104.254 targeting 36.216.231.161 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
943c6c3b-bb2d-480d-a20f-1f2f67ce5401 | 2025-02-17T22:24:35 | ai | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|high| desc=AI system api_abuse by alexgutierrez MITRE Technique: T1566.001 | {
"geo_location": "Guinea",
"device_hash": "f86e43cc6f2cc65a4494933ae9a084c2",
"user_agent": "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/52.0.840.0 Safari/533.0",
"session_id": "4cdd3ac9-6e0a-48b3-bc14-d6c83e95aca4",
"risk_score": 54.33,
"confidence": 0.68
} | null | null | null | null | null | MITRE Technique: T1566.001 | AI system api_abuse by alexgutierrez MITRE Technique: T1566.001 | api_abuse | null | null | alexgutierrez | null | null | null | null | null | null | null | null | null | null | null | null | model-af110d21 | 57bd3dd02b45eea1b228472b9e45f11c38e5bd62 | d036ec767cefcab49372f19f8a91cbc24a7eb5d2 | null | null |
5e5dd74f-2dad-473d-9907-6db8b3b42d33 | 2025-04-26T07:57:47 | firewall | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|info| desc=Firewall allow RDP traffic from 151.76.142.43:8753 to 48.28.197.115:280 No additional info | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "f291fa8010668b1552951a0a3e56e1031bda1d5e80ca5dbd14e9dfdd89e9ea0f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/5.0)",
"session_id": "2cae0454-e521-4d30-9208-37c6ad8e9ef9",
"risk_score": 58.27,
"confidence": 0.09
} | 151.76.142.43 | 48.28.197.115 | null | null | null | No additional info | Firewall allow RDP traffic from 151.76.142.43:8753 to 48.28.197.115:280 No additional info | allow | 184,860 | RDP | null | null | null | null | null | null | null | null | 8,753 | 280 | 503 | null | null | null | null | null | null | null |
4671fb2c-94f1-42e5-bbb3-7aa215f3bffd | 2025-03-19T01:16:45 | network | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|critical| desc=Network disconnection from 2.8.182.64 to 164.222.60.227 Possible protocol tunneling | {
"geo_location": "Jamaica",
"device_hash": "1d745a0672715055ce0b085424c94680",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/5.1)",
"session_id": "408b3685-cec4-429c-ba62-11184cc100fb",
"risk_score": 69.96,
"confidence": 0.34
} | 2.8.182.64 | 164.222.60.227 | null | null | null | Possible protocol tunneling | Network disconnection from 2.8.182.64 to 164.222.60.227 Possible protocol tunneling | disconnection | 182,829 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
91fedd15-0ff3-4192-8ee3-3226f898c379 | 2025-04-19T01:36:34 | ids_alert | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|critical| desc=CrowdStrike Alert: Zero-Day Exploit detected from 4.102.130.84 targeting N/A MITRE Technique: T1059.001 | {
"geo_location": "Congo",
"device_hash": "c3a61e61822347b5fb959e636f641b2c",
"user_agent": "Opera/8.12.(X11; Linux x86_64; pt-PT) Presto/2.9.160 Version/11.00",
"session_id": "d2282e04-29da-4d2e-ab64-7cbbb19ff352",
"risk_score": 62.12,
"confidence": 0.66
} | 4.102.130.84 | N/A | Zero-Day Exploit | SIG-2835 | Exploit | MITRE Technique: T1059.001 | CrowdStrike Alert: Zero-Day Exploit detected from 4.102.130.84 targeting N/A MITRE Technique: T1059.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
631b7f1c-38d1-43a8-9207-e9e539a2e183 | 2025-03-03T21:18:23 | firewall | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop SSH traffic from 207.3.208.59:469 to 27.119.214.205:413 No additional info | {
"geo_location": "American Samoa",
"device_hash": "e843a3ecaf368a59ce9b82484cac3c41c1addb7f",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/32.0.802.0 Safari/531.0",
"session_id": "f09f9e6e-87e2-4e71-bc16-c34de0adf533",
"risk_score": 63.08,
"confidence": 0.79
} | 207.3.208.59 | 27.119.214.205 | null | null | null | No additional info | Firewall drop SSH traffic from 207.3.208.59:469 to 27.119.214.205:413 No additional info | drop | 463,606 | SSH | null | null | null | null | null | null | null | null | 469 | 413 | 722 | null | null | null | null | null | null | null |
19ab7201-f7e0-4377-9560-8cefb5b33eab | 2025-04-27T10:10:51 | cloud | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|high| desc=Cloud permission_escalation in AWS by joewatts MITRE Technique: T1543.003 | {
"geo_location": "Burundi",
"device_hash": "0cdd6af63a9d0239c5a9f7b6cdb23e942a923d27",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_0) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/44.0.855.0 Safari/531.2",
"session_id": "bd316dab-cf54-4d57-bed1-710cd05f7425",
"risk_score": 37.55,
"confidence": 0.3
} | null | null | null | null | null | MITRE Technique: T1543.003 | Cloud permission_escalation in AWS by joewatts MITRE Technique: T1543.003 | permission_escalation | null | null | joewatts | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-0d84f854 |
8a44d411-0336-41ba-b289-ce1b66b4b3f5 | 2025-02-06T10:57:57 | ids_alert | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|low| desc=AlienVault Alert: Domain Fronting detected from 10.200.101.179 targeting 36.45.211.8 No additional info | {
"geo_location": "Mexico",
"device_hash": "3ea1f00afd83ee41c48ced83f710274a",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_3 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) FxiOS/13.6k9266.0 Mobile/47C844 Safari/532.2",
"session_id": "cb29b0fe-157b-4703-acd5-b21ad50d3263",
"risk_score": 40.54,
"confidence": 0.9
} | 10.200.101.179 | 36.45.211.8 | Domain Fronting | SIG-9513 | Malware | No additional info | AlienVault Alert: Domain Fronting detected from 10.200.101.179 targeting 36.45.211.8 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
52149c26-5737-4440-9e00-7fb21df2b20e | 2025-05-31T13:54:11 | auth | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|medium| desc=Auth success for jspencer via MFA from 196.185.41.96 No additional info | {
"geo_location": "Pitcairn Islands",
"device_hash": "77bef7b9381bec7a2b2ba9145e0105ae",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 5_1_1 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) CriOS/40.0.832.0 Mobile/00C074 Safari/536.1",
"session_id": "7e4c3ff1-bfc7-4608-85de-0e1f60754030",
"risk_score": 53.6,
"confidence": 0.57
} | 196.185.41.96 | null | null | null | null | No additional info | Auth success for jspencer via MFA from 196.185.41.96 No additional info | success | null | null | jspencer | null | null | null | null | null | null | null | null | null | null | MFA | 91:b2:cb:52:6d:b5 | null | null | null | null | null |
c4c29419-525a-4593-8732-4725f9429fa8 | 2025-05-21T08:19:47 | network | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|medium| desc=Network protocol_anomaly from 137.28.166.41 to 47.129.231.214 No additional info | {
"geo_location": "Guatemala",
"device_hash": "3c67038beec954fffc353c69d4a45764821ebd42e5fd56d975ac1b6d24459d27",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; an-ES) AppleWebKit/534.24.7 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6534.24.7",
"session_id": "9ff88771-45ca-4285-9514-1a8c5dc36e5b",
"risk_score": 0,
"confidence": 0.73
} | 137.28.166.41 | 47.129.231.214 | null | null | null | No additional info | Network protocol_anomaly from 137.28.166.41 to 47.129.231.214 No additional info | protocol_anomaly | 921,912 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
62a3bd04-7feb-4229-8afd-b934bd6890b6 | 2025-05-29T17:15:14 | firewall | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|low| desc=Firewall allow RDP traffic from 214.220.32.57:525 to 172.209.254.151:16123 No additional info noise=Tm90aWNlLg== | {
"geo_location": "Papua New Guinea",
"device_hash": "ebd81d86e863b7a212bd6348dffae89c",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_0; rv:1.9.2.20) Gecko/6504-02-19 09:54:36 Firefox/6.0",
"session_id": "33204a45-944e-42f5-a7d0-965a9e8eafbc",
"risk_score": 68.22,
"confidence": 0.72
} | 214.220.32.57 | 172.209.254.151 | null | null | null | No additional info | Firewall allow RDP traffic from 214.220.32.57:525 to 172.209.254.151:16123 No additional info | allow | 416,599 | RDP | null | null | null | null | null | null | null | null | 525 | 16,123 | 2,706 | null | null | null | null | null | null | null |
878b5dc2-ce33-4007-be5f-45d76b1549dd | 2025-05-29T20:15:47 | endpoint | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|info| desc=Endpoint powershell_exec /always/it.gif by colemansusan Unconventional IOC: TPM attestation failures noise=list | {
"geo_location": "Papua New Guinea",
"device_hash": "fc4a335aedfa79701948bb1b883fba525228eb2700fbbaa504dc807bc54d4859",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; wae-CH) AppleWebKit/532.20.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6532.20.4",
"session_id": "a410ba66-918e-4cc2-8355-291b33c5bca6",
"risk_score": 54.32,
"confidence": 0.27
} | null | null | null | null | null | Unconventional IOC: TPM attestation failures | Endpoint powershell_exec /always/it.gif by colemansusan Unconventional IOC: TPM attestation failures | powershell_exec | null | null | colemansusan | /always/it.gif | 7,830 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
abf9482a-d233-4274-b4d7-46b4e8c5e4f0 | 2025-01-31T00:14:21 | firewall | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|critical| desc=Firewall deny HTTPS traffic from 82.65.107.128:576 to 158.119.78.11:910 No additional info | {
"geo_location": "Nepal",
"device_hash": "972c5eaf9b4e2ce5a353eb1c76883486ad9c778b",
"user_agent": "Opera/9.88.(Windows 98; Win 9x 4.90; zu-ZA) Presto/2.9.187 Version/11.00",
"session_id": "108df92d-a81d-47cb-82df-831fa418ce6a",
"risk_score": 72.05,
"confidence": 0.8
} | 82.65.107.128 | 158.119.78.11 | null | null | null | No additional info | Firewall deny HTTPS traffic from 82.65.107.128:576 to 158.119.78.11:910 No additional info | deny | 484,870 | HTTPS | null | null | null | null | null | null | null | null | 576 | 910 | 2,747 | null | null | null | null | null | null | null |
2bbfc773-9b80-4896-9950-7162c7f8d19f | 2025-01-17T06:12:01 | iot | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical sensor_spoofing No additional info | {
"geo_location": "Papua New Guinea",
"device_hash": "0297b8a58b02b65d4e6bdb68cd715f2e136f5c19",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/40.0.885.0 Safari/531.1",
"session_id": "21571b89-8caf-4b8e-b08a-f03a3d5d59ec",
"risk_score": 82.51,
"confidence": 0.33
} | null | null | null | null | null | No additional info | IoT device Medical sensor_spoofing No additional info | sensor_spoofing | null | null | null | null | null | null | null | Medical | iot-5e983b81 | 10.2 | null | null | null | null | null | null | null | null | null | null |
fdf6177b-7ad1-451b-ba5d-0ac5c158da4a | 2025-07-10T05:12:37 | ids_alert | Wazuh v4.5.0 | emergency | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|emergency| desc=Wazuh Alert: DNS Tunneling detected from 134.143.228.48 targeting 10.144.220.231 Unconventional IOC: TPM attestation failures noise=C1AF3600 | {
"geo_location": "Saint Martin",
"device_hash": "9f8964722d8b681677b683681d337008",
"user_agent": "Opera/8.11.(X11; Linux i686; yue-HK) Presto/2.9.185 Version/11.00",
"session_id": "a34a5b73-0852-4bab-af75-ed2f14fa0332",
"risk_score": 46.33,
"confidence": 0.46
} | 134.143.228.48 | 10.144.220.231 | DNS Tunneling | SIG-2199 | Evasion | Unconventional IOC: TPM attestation failures | Wazuh Alert: DNS Tunneling detected from 134.143.228.48 targeting 10.144.220.231 Unconventional IOC: TPM attestation failures | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
87d0baa1-5ef6-4195-866c-2604e5fd1461 | 2025-06-08T15:07:11 | ai | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|high| desc=AI system membership_inference by zelliott MITRE Technique: T1078.004 | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "bd419f9c0bd0502825dd6e384ab5a4eca26c28e1",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_5; rv:1.9.6.20) Gecko/9424-11-26 13:14:36 Firefox/3.6.13",
"session_id": "74c731d9-d507-41e5-bdd4-acab8493fdf5",
"risk_score": 68.84,
"confidence": 0.4
} | null | null | null | null | null | MITRE Technique: T1078.004 | AI system membership_inference by zelliott MITRE Technique: T1078.004 | membership_inference | null | null | zelliott | null | null | null | null | null | null | null | null | null | null | null | null | model-eadaa149 | 32df870e775735170f767c5faa2c326ccd7a9e17c5641bd8573e59c44c29b8b6 | 1d70b4cbba76b75038b3f6d303793612c74b9343 | null | null |
6cf8e774-beac-4670-9f96-fa6a7cc11e7d | 2025-03-30T17:08:36 | ai | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by christinadavis No additional info | {
"geo_location": "British Virgin Islands",
"device_hash": "4d37f6854c083a6d4a70c73328b7ad321176e0c2465fb10f4a9028d38cc20fcd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 95; Trident/3.1)",
"session_id": "e40d64f2-32cc-46b4-b7da-9d8f62426d10",
"risk_score": 54.25,
"confidence": 0.49
} | null | null | null | null | null | No additional info | AI system adversarial_input by christinadavis No additional info | adversarial_input | null | null | christinadavis | null | null | null | null | null | null | null | null | null | null | null | null | model-16bbae08 | 638dfb1853f79b030552b51c526239f0cc491bd2 | 177de48f0d37c1961350e6775c3863c0053006289c0110adf2cb31a805a27200 | null | null |
df277635-ca9d-44d0-b9ec-4faf750d3666 | 2025-02-08T08:59:25 | iot | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor command_injection No additional info | {
"geo_location": "Niue",
"device_hash": "db74f5771443314d684b9c054c0e33a8f446be48",
"user_agent": "Opera/9.45.(X11; Linux i686; zh-SG) Presto/2.9.174 Version/12.00",
"session_id": "2d8baf43-717e-4dc4-a325-531dd0ec6c7f",
"risk_score": 29.5,
"confidence": 0.87
} | null | null | null | null | null | No additional info | IoT device Sensor command_injection No additional info | command_injection | null | null | null | null | null | null | {
"baseline_deviation": 0.73,
"entropy": 7.82,
"frequency_anomaly": false,
"sequence_anomaly": false
} | Sensor | iot-f13a9d1c | 8.2 | null | null | null | null | null | null | null | null | null | null |
2268a333-50a6-4462-941c-1bf50d0e2d9d | 2025-02-03T04:14:37 | network | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 66.168.123.101 to 5.152.87.103 MITRE Technique: T1190 | {
"geo_location": "Greenland",
"device_hash": "9681640503a426ca3ad0cec9fcc986b1",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_2_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) CriOS/56.0.808.0 Mobile/25V313 Safari/531.0",
"session_id": "72b20316-e1b9-4a46-b3f9-a9f3b6319039",
"risk_score": 30.85,
"confidence": 0.15
} | 66.168.123.101 | 5.152.87.103 | null | null | null | MITRE Technique: T1190 | Network disconnection from 66.168.123.101 to 5.152.87.103 MITRE Technique: T1190 | disconnection | 414,669 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d23904d7-f32a-4ebd-85dc-1ae8598394a8 | 2025-01-27T07:18:14 | endpoint | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection side by grayedward No additional info | {
"geo_location": "Palau",
"device_hash": "439ab89db85be09645f0f1fd4341daa6",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3.3) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/47.0.840.0 Safari/532.0",
"session_id": "a33fe394-064e-4faf-9f87-bfae3ae585f4",
"risk_score": 32.91,
"confidence": 0.93
} | null | null | null | null | null | No additional info | Endpoint memory_injection side by grayedward No additional info | memory_injection | null | null | grayedward | side | 1,068 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1f01bffe-73f4-469b-8885-46ecaee311e3 | 2025-04-05T22:33:39 | iot | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor unusual_activity MITRE Technique: T1566.001 | {
"geo_location": "Turkey",
"device_hash": "87ddc2fc4ee83ff6ffcb5964e7f04fe98b921964",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; mn-MN) AppleWebKit/534.41.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B116 Safari/6534.41.4",
"session_id": "9c80ccc0-0723-40fe-a798-5ca6226a4abc",
"risk_score": 64.13,
"confidence": 0.15
} | null | null | null | null | null | MITRE Technique: T1566.001 | IoT device Sensor unusual_activity MITRE Technique: T1566.001 | unusual_activity | null | null | null | null | null | null | null | Sensor | iot-5d348aa3 | 8.2 | null | null | null | null | null | null | null | null | null | null |
d85cb5ad-4216-47e9-a467-73eb7e28436c | 2025-06-06T21:16:35 | ai | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|high| desc=AI system fine_tuning by ballstephanie No additional info | {
"geo_location": "Holy See (Vatican City State)",
"device_hash": "0f8ca255c9aff397c4a3c3dbca43b1a0ff7839fb39baf2440cf6408dc9a5d465",
"user_agent": "Opera/9.51.(Windows NT 4.0; ia-FR) Presto/2.9.170 Version/12.00",
"session_id": "e8e7a28f-c71f-43e9-af94-0c25bc6efeb5",
"risk_score": 30.93,
"confidence": 0.07
} | null | null | null | null | null | No additional info | AI system fine_tuning by ballstephanie No additional info | fine_tuning | null | null | ballstephanie | null | null | null | null | null | null | null | null | null | null | null | null | model-fd80195b | 52337096e77dc7d62c7b73a93f2da9e2695ceda3 | 6e4e3046691fa16aa92712f6f6d6f43ba310737ad6958f45aac8d55c03e7d8a8 | null | null |
5babb3ca-806b-47b7-aa8f-ba26bb8c6013 | 2025-02-11T15:03:53 | auth | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|low| desc=Auth locked for smithnicole via MFA from 197.134.106.83 MITRE Technique: T1566.001 | {
"geo_location": "Seychelles",
"device_hash": "0d3a675b6672e4f38fc756f6ee143f1e1fde6a2bd8e1a8de20db22253c348f23",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; ur-PK) AppleWebKit/531.17.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6531.17.1",
"session_id": "d1edc854-ad50-4307-80d6-4e41619aed27",
"risk_score": 43.63,
"confidence": 0.56
} | 197.134.106.83 | null | null | null | null | MITRE Technique: T1566.001 | Auth locked for smithnicole via MFA from 197.134.106.83 MITRE Technique: T1566.001 | locked | null | null | smithnicole | null | null | null | null | null | null | null | null | null | null | MFA | 6f:9b:a1:d6:85:c5 | null | null | null | null | null |
14c40eab-d41e-492f-8d32-8ca3953b0f3b | 2025-03-09T10:06:04 | ai | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|high| desc=AI system fine_tuning by wilsonsusan No additional info | {
"geo_location": "South Africa",
"device_hash": "98b66ae32d57807ac0fe9ed0c64fd04355658f03e61727f787fa845bf346424e",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_7 rv:6.0; pa-IN) AppleWebKit/534.18.2 (KHTML, like Gecko) Version/5.0.3 Safari/534.18.2",
"session_id": "9b1413e1-95a6-4127-9373-8130da3de379",
"risk_score": 56.47,
"confidence": 0.85
} | null | null | null | null | null | No additional info | AI system fine_tuning by wilsonsusan No additional info | fine_tuning | null | null | wilsonsusan | null | null | null | null | null | null | null | null | null | null | null | null | model-755d1c88 | 0f5293c2eb82787031fd3a3b822ad0de | 6b0c18d0400c18758fe19d4bdc20e91fa2d60eb53b0c7340842eec4f0a5792cb | null | null |
fafd1db2-fc9d-4321-b959-c8fa66e5ca08 | 2025-01-21T09:15:47 | network | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|critical| desc=Network latency_spike from 208.178.243.92 to 10.32.159.105 No additional info | {
"geo_location": "Armenia",
"device_hash": "e42ef51821b90b5ac8c43f2b5b699621e472ce6409328d46930f9eafdb457494",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 11.0; Trident/5.1)",
"session_id": "5eb8a6ee-52e8-470a-a292-9f17ec3a092c",
"risk_score": 28.22,
"confidence": 0.7
} | 208.178.243.92 | 10.32.159.105 | null | null | null | No additional info | Network latency_spike from 208.178.243.92 to 10.32.159.105 No additional info | latency_spike | 248,497 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4b311be8-5201-4b9c-8a71-93ff2c5706db | 2025-05-26T17:06:21 | network | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|critical| desc=Network beaconing from 192.146.132.77 to 137.220.169.48 MITRE Technique: T1486 | {
"geo_location": "North Korea",
"device_hash": "29e636551c8a26f9a62a16b8c7f9c744c153f1923612140188502edd0c6c3329",
"user_agent": "Opera/9.21.(X11; Linux x86_64; mk-MK) Presto/2.9.173 Version/11.00",
"session_id": "a1080998-1815-48ee-8ccb-7840b4a0f08a",
"risk_score": 30.99,
"confidence": 0.71
} | 192.146.132.77 | 137.220.169.48 | null | null | null | MITRE Technique: T1486 | Network beaconing from 192.146.132.77 to 137.220.169.48 MITRE Technique: T1486 | beaconing | 634,880 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8a200931-ec71-45a3-8d41-d417574748c3 | 2025-05-02T01:38:40 | cloud | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud crypto_mining in GCP by ycook No additional info | {
"geo_location": "Switzerland",
"device_hash": "06afa5ed205dd6922e31cb8e2391792a16bb320a",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/3337-03-19 07:40:01 Firefox/3.8",
"session_id": "11dd3fd1-911d-4103-8cf5-94ab197636b3",
"risk_score": 82.23,
"confidence": 0.25
} | null | null | null | null | null | No additional info | Cloud crypto_mining in GCP by ycook No additional info | crypto_mining | null | null | ycook | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-99ce39b7 |
8ee1ecd1-a1fd-4d86-97f0-93952738c4a9 | 2025-05-24T13:24:24 | firewall | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow UDP traffic from 215.133.191.212:34864 to 133.0.80.100:1003 MITRE Technique: T1071.001 | {
"geo_location": "Dominican Republic",
"device_hash": "19602e1072d04b4f6a883db64894b612ebac09771acdb476657c38e2a90900ab",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 13_7 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) FxiOS/16.2y0786.0 Mobile/59A522 Safari/533.2",
"session_id": "8dd94110-2d73-4fc6-b27d-6bed41cc4bab",
"risk_score": 48.25,
"confidence": 0.49
} | 215.133.191.212 | 133.0.80.100 | null | null | null | MITRE Technique: T1071.001 | Firewall allow UDP traffic from 215.133.191.212:34864 to 133.0.80.100:1003 MITRE Technique: T1071.001 | allow | 737,379 | UDP | null | null | null | null | null | null | null | null | 34,864 | 1,003 | 2,160 | null | null | null | null | null | null | null |
507b0afe-b57a-4fa7-827c-b39d3419d2c2 | 2025-03-02T07:17:01 | ai | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|info| desc=AI system model_access by morr No additional info noise=including|beyond|fish | {
"geo_location": "Saint Barthelemy",
"device_hash": "6e76ab12a5a617b04f0bbc5a01a2c5ac",
"user_agent": "Mozilla/5.0 (Android 4.2.2; Mobile; rv:61.0) Gecko/61.0 Firefox/61.0",
"session_id": "c2840052-46c7-4e8b-8f3b-6823e776174b",
"risk_score": 47.39,
"confidence": 0.61
} | null | null | null | null | null | No additional info | AI system model_access by morr No additional info | model_access | null | null | morr | null | null | null | null | null | null | null | null | null | null | null | null | model-24350659 | f5862695b7adda17a60bcf6df837ea7a4b0c90f8e9b6db302cd2e29130e7943f | 38b78ae5c2a66cac336b778fbad7ca85adbf305ed5a9441847cc38a6f608477b | null | null |
9d66f895-9c62-47c9-b69e-699b46add02c | 2025-03-28T10:08:34 | ids_alert | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|low| desc=CrowdStrike Alert: Supply Chain Compromise detected from 13.49.84.9 targeting 24.38.144.168 Unconventional IOC: Thermal sensor anomalies noise=31636757 | {
"geo_location": "Trinidad and Tobago",
"device_hash": "ba768e5ff2149142d57bb75e459ba4d5cbe1c5aee69896f3f0766c1cb0af6290",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.01; Trident/5.1)",
"session_id": "ab78cc00-d743-4577-95cb-0fafa9567e0e",
"risk_score": 55.84,
"confidence": 0.27
} | 13.49.84.9 | 24.38.144.168 | Supply Chain Compromise | SIG-6771 | Exploit | Unconventional IOC: Thermal sensor anomalies | CrowdStrike Alert: Supply Chain Compromise detected from 13.49.84.9 targeting 24.38.144.168 Unconventional IOC: Thermal sensor anomalies | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
61a9656d-de72-42ab-9247-a60ea1433dc5 | 2027-05-01T12:16:20 | ids_alert | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|medium| desc=AlienVault Alert: Living-off-the-Land detected from 90.130.11.77 targeting 36.255.206.67 No additional info | {
"geo_location": "San Marino",
"device_hash": "a78f63c854e13816e732f3e5bd08036790e65f5c8553d8c77535e86b26b4333f",
"user_agent": "Opera/8.86.(Windows CE; he-IL) Presto/2.9.180 Version/10.00",
"session_id": "8ab0183f-1255-457b-a367-5fef1ca7331f",
"risk_score": 33.72,
"confidence": 0.92
} | 90.130.11.77 | 36.255.206.67 | Living-off-the-Land | SIG-2588 | Evasion | No additional info | AlienVault Alert: Living-off-the-Land detected from 90.130.11.77 targeting 36.255.206.67 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6ba0a80e-c142-4882-af2c-c6e7d1bc842f | 2025-06-30T01:47:41 | endpoint | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|high| desc=Endpoint powershell_exec /court/prove.html by reynoldschristina No additional info | {
"geo_location": "Denmark",
"device_hash": "ff89128f4f205ce6e3d3ff72f685e8ec3a929285",
"user_agent": "Opera/8.77.(X11; Linux x86_64; hsb-DE) Presto/2.9.164 Version/12.00",
"session_id": "79c4a674-69b7-4e74-92d1-c1642cfdf919",
"risk_score": 75.79,
"confidence": 0.05
} | null | null | null | null | null | No additional info | Endpoint powershell_exec /court/prove.html by reynoldschristina No additional info | powershell_exec | null | null | reynoldschristina | /court/prove.html | 8,504 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f8cf1f41-85dd-41d1-a2f8-c38d7c65c421 | 2025-03-08T12:26:31 | endpoint | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|critical| desc=Endpoint process_stop /protect/agree.mp4 by michaelhenson Associated Threat Actor: APT38 noise=RGVzaWduLg== | {
"geo_location": "Iran",
"device_hash": "b0407a2051a4d683cf48c0f23f5aa2193eece86a726fc8d23449d005eab9dc09",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2.3) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/49.0.823.0 Safari/532.1",
"session_id": "46bfe663-7915-4f30-8ae7-f174cd77aef7",
"risk_score": 81.24,
"confidence": 0.44
} | null | null | null | null | null | Associated Threat Actor: APT38 | Endpoint process_stop /protect/agree.mp4 by michaelhenson Associated Threat Actor: APT38 | process_stop | null | null | michaelhenson | /protect/agree.mp4 | 8,359 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9a125c32-f918-4ddf-889e-9ee5093c73ec | 2025-04-09T02:59:39 | auth | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|low| desc=Auth timeout for ogonzales via key from 77.87.235.206 Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Ukraine",
"device_hash": "c32841be7398056f1327dc2a7092dc23147e89ff81524166a3322fec5e90bbf3",
"user_agent": "Opera/8.30.(Windows NT 5.1; pl-PL) Presto/2.9.179 Version/10.00",
"session_id": "0993ef90-69a6-457c-bc07-10b0b341b20a",
"risk_score": 68.82,
"confidence": 0.11
} | 77.87.235.206 | null | null | null | null | Unconventional IOC: Thermal sensor anomalies | Auth timeout for ogonzales via key from 77.87.235.206 Unconventional IOC: Thermal sensor anomalies | timeout | null | null | ogonzales | null | null | null | null | null | null | null | null | null | null | key | 0a:db:01:17:ed:4a | null | null | null | null | null |
31ad15d7-f342-4d65-b7e0-ea0e33bad67e | 2025-06-24T07:44:16 | cloud | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud config_change in OCI by francis29 Cross-tenant access detected | {
"geo_location": "Ethiopia",
"device_hash": "3c8d93080615b375859d32400f35bb46f87f4bd365804698a47f733491706e9b",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_8) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/54.0.883.0 Safari/532.0",
"session_id": "347d39d1-394c-42fd-a6b1-f866f176e2d3",
"risk_score": 59.01,
"confidence": 0.13
} | null | null | null | null | null | Cross-tenant access detected | Cloud config_change in OCI by francis29 Cross-tenant access detected | config_change | null | null | francis29 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-56046fb9 |
da6bea01-39ee-439c-af9a-a43160644a62 | 2025-07-06T16:50:20 | auth | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|low| desc=Auth failed for gtorres via biometric from 11.95.79.125 MITRE Technique: T1486 | {
"geo_location": "Congo",
"device_hash": "0f13a80ad20c71127737e3862a0835937eb1356c61598cdef908306e47016425",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_4 rv:3.0; es-PE) AppleWebKit/533.35.7 (KHTML, like Gecko) Version/5.0 Safari/533.35.7",
"session_id": "ef25b1b7-f52a-4257-bfba-d2ee9f53ef42",
"risk_score": 56.79,
"confidence": 0
} | 11.95.79.125 | null | null | null | null | MITRE Technique: T1486 | Auth failed for gtorres via biometric from 11.95.79.125 MITRE Technique: T1486 | failed | null | null | gtorres | null | null | null | null | null | null | null | null | null | null | biometric | 8d:68:3f:3b:cb:3c | null | null | null | null | null |
52949191-2824-47fa-a6f0-e68c42536b89 | 2025-01-27T12:25:56 | network | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|critical| desc=Network data_exfiltration from 93.190.179.91 to 10.157.177.119 MITRE Technique: T1053.005 | {
"geo_location": "Wallis and Futuna",
"device_hash": "a196cf079cf2abda3944a59c7a5ff2c6cf4a76dfc6a4046ce5e19eb44ab332b0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/3.0)",
"session_id": "4e6485bb-0e5b-484f-89fa-d68bcb23bd45",
"risk_score": 65.89,
"confidence": 0.52
} | 93.190.179.91 | 10.157.177.119 | null | null | null | MITRE Technique: T1053.005 | Network data_exfiltration from 93.190.179.91 to 10.157.177.119 MITRE Technique: T1053.005 | data_exfiltration | 919,549 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6e6bc551-1480-4761-a1b8-8f4c56895c81 | 2025-01-28T21:47:53 | 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: SQL Injection detected from 63.193.169.94 targeting N/A MITRE Technique: T1218.011 | {
"geo_location": "Saint Lucia",
"device_hash": "dd3a96627966d1bfefa4ddf48671f303",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_7 rv:2.0; lb-LU) AppleWebKit/531.21.2 (KHTML, like Gecko) Version/5.1 Safari/531.21.2",
"session_id": "8b8db7bc-a9f5-4da5-8f46-fb45402b0625",
"risk_score": 30.94,
"confidence": 0.69
} | 63.193.169.94 | N/A | SQL Injection | SIG-7255 | Exploit | MITRE Technique: T1218.011 | Palo Alto Cortex Alert: SQL Injection detected from 63.193.169.94 targeting N/A MITRE Technique: T1218.011 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7015951c-bd4c-422c-a920-d1cfbfd513db | 2025-06-09T17:00:12 | auth | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|medium| desc=Auth success for meredithjohnson via key from 21.18.206.38 No additional info | {
"geo_location": "Nauru",
"device_hash": "70ba3cf9779d79cd66f2c3813ca99493977ff1ee",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/4331-01-05 20:34:54 Firefox/6.0",
"session_id": "17ef68f1-9ff4-4a3a-ac9f-03c81d63485f",
"risk_score": 62.49,
"confidence": 0.7
} | 21.18.206.38 | null | null | null | null | No additional info | Auth success for meredithjohnson via key from 21.18.206.38 No additional info | success | null | null | meredithjohnson | null | null | null | null | null | null | null | null | null | null | key | 20:ce:5a:fd:3d:87 | null | null | null | null | null |
97f729f3-8fd0-4606-925d-37941e8c9dfd | 2025-06-29T04:28:11 | iot | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor sensor_spoofing MITRE Technique: T1110.003 | {
"geo_location": "Germany",
"device_hash": "38c2f767099960118fd5a619102858f5",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/532.28.4 (KHTML, like Gecko) Version/4.0 Safari/532.28.4",
"session_id": "416bdbb2-78fa-4c7c-b7a8-17b4052b7938",
"risk_score": 17.51,
"confidence": 0.44
} | null | null | null | null | null | MITRE Technique: T1110.003 | IoT device Sensor sensor_spoofing MITRE Technique: T1110.003 | sensor_spoofing | null | null | null | null | null | null | null | Sensor | iot-a660f031 | 2.8 | null | null | null | null | null | null | null | null | null | null |
dea41d94-95e7-4042-b116-ea99388a487d | 2025-02-10T10:47:17 | ai | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|info| desc=AI system api_abuse by vjenkins No additional info | {
"geo_location": "Equatorial Guinea",
"device_hash": "04727d7cb734cbaf9c1fb08f608d571aaba5a75b",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_0) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/26.0.897.0 Safari/534.0",
"session_id": "b4f13bdf-589b-4d0f-a9bf-ea02f79a4776",
"risk_score": 49.16,
"confidence": 0.79
} | null | null | null | null | null | No additional info | AI system api_abuse by vjenkins No additional info | api_abuse | null | null | vjenkins | null | null | null | null | null | null | null | null | null | null | null | null | model-c9f9a989 | ff1d7ad249fc54163210ce2c6dc855001920f341 | 7ceee9f7bad7c92f561fa9e7e4efa27ddab0750711c079b8e0471d739ec4fb6c | null | null |
ee607561-ea60-4d8f-abf6-697dfe951bc0 | 2025-06-23T01:55:11 | cloud | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|info| desc=Cloud permission_escalation in AWS by whitejared No additional info | {
"geo_location": "Denmark",
"device_hash": "d920f1f96b8f42fe66229f2713c48256dd7539d2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/5.1)",
"session_id": "2eecbfbb-2755-40fe-86c1-7b413c0128ca",
"risk_score": 67.83,
"confidence": 0.13
} | null | null | null | null | null | No additional info | Cloud permission_escalation in AWS by whitejared No additional info | permission_escalation | null | null | whitejared | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-6956f6fa |
25ce2401-1a39-42f7-a68d-aa976080d092 | 2025-03-14T21:12:12 | network | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|low| desc=Network covert_channel from 180.216.173.163 to 65.73.163.213 MITRE Technique: T1547.001 | {
"geo_location": "Costa Rica",
"device_hash": "99afe99a9d523c1d1599edae88f33e14",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_2_1 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) CriOS/26.0.864.0 Mobile/95N614 Safari/533.2",
"session_id": "1e5106f7-be66-4453-b4df-318c09044512",
"risk_score": 47.1,
"confidence": 0.3
} | 180.216.173.163 | 65.73.163.213 | null | null | null | MITRE Technique: T1547.001 | Network covert_channel from 180.216.173.163 to 65.73.163.213 MITRE Technique: T1547.001 | covert_channel | 272,729 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8dfebeff-86b7-412b-9407-aaf670ec099d | 2025-04-22T23:43:48 | 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 elizabeththomas No additional info | {
"geo_location": "Kiribati",
"device_hash": "7b333da1d6d33dcadbbfb0e3a67dc76f1d0350c827e4b034b294f03e8ffed8e6",
"user_agent": "Opera/8.45.(Windows NT 5.1; th-TH) Presto/2.9.161 Version/11.00",
"session_id": "b4967b00-e555-4058-886e-7f2c201b1bac",
"risk_score": 31.14,
"confidence": 0.34
} | null | null | null | null | null | No additional info | Cloud lambda_execution in GCP by elizabeththomas No additional info | lambda_execution | null | null | elizabeththomas | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-31bd7458 |
920b8dd9-e8e6-48ac-b5bd-724954282758 | 2025-02-05T16:05:30 | cloud | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in GCP by freemantracey No additional info | {
"geo_location": "Martinique",
"device_hash": "57a8e2de650b239ea966030e4a71bdcdee8dd03f",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; be-BY) AppleWebKit/535.1.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6535.1.4",
"session_id": "a97fbcf1-40ed-444d-b179-c38033efd321",
"risk_score": 27.68,
"confidence": 0.95
} | null | null | null | null | null | No additional info | Cloud api_abuse in GCP by freemantracey No additional info | api_abuse | null | null | freemantracey | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-467771f5 |
31079c26-8861-4497-88a0-ca156bbf05ab | 2025-02-06T00:29:46 | firewall | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine UDP traffic from 208.191.196.226:478 to 97.211.124.132:1003 Geo anomaly: Impossible travel detected noise=voice|positive|environment | {
"geo_location": "Burkina Faso",
"device_hash": "d6170114bcf9a6cf355be99f7dd78c6f",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/531.44.7 (KHTML, like Gecko) Version/5.0.3 Safari/531.44.7",
"session_id": "44e47892-4364-4250-860a-8c888334a89c",
"risk_score": 61.74,
"confidence": 0.63
} | 208.191.196.226 | 97.211.124.132 | null | null | null | Geo anomaly: Impossible travel detected | Firewall quarantine UDP traffic from 208.191.196.226:478 to 97.211.124.132:1003 Geo anomaly: Impossible travel detected | quarantine | 361,513 | UDP | null | null | null | null | null | null | null | null | 478 | 1,003 | 24 | null | null | null | null | null | null | null |
191bedd8-d18d-4af9-8772-03fb184b2d63 | 2025-04-07T23:33:40 | ids_alert | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|high| desc=Suricata Alert: Credential Stuffing detected from 198.222.127.129 targeting 69.117.250.231 No additional info | {
"geo_location": "United Kingdom",
"device_hash": "1f187633b728be301dbda143a615121f",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_8_1 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) CriOS/60.0.867.0 Mobile/65E856 Safari/534.1",
"session_id": "ebd7e956-b28c-4f11-953e-21fce9a71bd0",
"risk_score": 51.83,
"confidence": 0.27
} | 198.222.127.129 | 69.117.250.231 | Credential Stuffing | SIG-2782 | Evasion | No additional info | Suricata Alert: Credential Stuffing detected from 198.222.127.129 targeting 69.117.250.231 No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 2.28,
"entropy": 4.36,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
43a7a07b-1aaa-4832-9bc1-2cb0d4752db2 | 2025-02-02T19:00:10 | ids_alert | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|medium| desc=Carbon Black Alert: Supply Chain Compromise detected from 10.91.193.146 targeting N/A No additional info | {
"geo_location": "Georgia",
"device_hash": "f3492835f9d830bfcd86408284ff39238272e3db2d5268766a4df9950cbaae6d",
"user_agent": "Opera/9.42.(Windows NT 5.1; pl-PL) Presto/2.9.190 Version/11.00",
"session_id": "dba278d2-133a-47bf-87bf-b67958bf2089",
"risk_score": 51.23,
"confidence": 0.97
} | 10.91.193.146 | N/A | Supply Chain Compromise | SIG-1537 | Exploit | No additional info | Carbon Black Alert: Supply Chain Compromise detected from 10.91.193.146 targeting N/A No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b771b3dd-29b1-4586-89bf-c4c28738d4f9 | 2025-03-19T22:36:08 | iot | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|high| desc=IoT device Camera protocol_violation No additional info noise=RHVyaW5nLg== | {
"geo_location": "Greenland",
"device_hash": "eb69ff41f84ccfd6481a057629aaf145",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_3; rv:1.9.4.20) Gecko/5154-01-01 08:58:35 Firefox/3.8",
"session_id": "27c01302-8791-4059-90bf-69bc00be55f4",
"risk_score": 77.23,
"confidence": 0.53
} | null | null | null | null | null | No additional info | IoT device Camera protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | null | Camera | iot-847e0f88 | 6.7 | null | null | null | null | null | null | null | null | null | null |
c698b778-26a0-483b-8ca0-6290b9b704be | 2025-02-27T15:11:47 | cloud | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in AWS by shannon31 No additional info | {
"geo_location": "Jordan",
"device_hash": "2c6430045abbc23b7ae4529a20faed76",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Trident/5.0)",
"session_id": "5247155a-ab3d-425e-963f-f21848e0f3bb",
"risk_score": 50.25,
"confidence": 0.4
} | null | null | null | null | null | No additional info | Cloud shadow_it in AWS by shannon31 No additional info | shadow_it | null | null | shannon31 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-e7645342 |
2cc3b866-119a-430b-b61f-8cda73e119cd | 2025-01-28T08:25:45 | network | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 103.252.156.187 to 117.224.68.2 No additional info | {
"geo_location": "Gabon",
"device_hash": "a0ff292ccd7f192794b080de795a9413f940c350",
"user_agent": "Opera/9.58.(X11; Linux i686; hne-IN) Presto/2.9.185 Version/12.00",
"session_id": "4394b1df-3e39-4d17-9763-41cfd8270c57",
"risk_score": 36.27,
"confidence": 0.89
} | 103.252.156.187 | 117.224.68.2 | null | null | null | No additional info | Network protocol_anomaly from 103.252.156.187 to 117.224.68.2 No additional info | protocol_anomaly | 427,035 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e9dcdae9-6581-4ed8-ae6f-abfefff53775 | 2025-06-17T13:36:34 | ai | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|info| desc=AI system training_data_poisoning by carl65 MITRE Technique: T1486 | {
"geo_location": "Cayman Islands",
"device_hash": "433b5a3161e5ed5f7f6e359e77b3769fdf1ecb9765c0562ee27549764c83fbe9",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 15_8_2 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/14.6h4117.0 Mobile/30L453 Safari/532.0",
"session_id": "1ebab0f4-330d-45cf-936a-1e9dcb6adf1f",
"risk_score": 58.94,
"confidence": 0.45
} | null | null | null | null | null | MITRE Technique: T1486 | AI system training_data_poisoning by carl65 MITRE Technique: T1486 | training_data_poisoning | null | null | carl65 | null | null | null | null | null | null | null | null | null | null | null | null | model-f78d547e | bb40370a0c9c7cff7b6055fa34faa7ed6e09f61c05a0e4a7c92a5118429cb99f | f02cffec0f23782bddd7e6a6d68beeb6 | null | null |
de9f7ab6-3600-4f8a-956d-8a400f6cd6ed | 2025-06-28T05:35:29 | firewall | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall deny SSH traffic from 68.70.254.91:876 to 44.120.214.157:497 No additional info | {
"geo_location": "Tuvalu",
"device_hash": "2ac923c054d67efed6ceb3bdc82dec3c08dd1171",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/29.0.880.0 Safari/535.1",
"session_id": "89cd08c0-b659-432d-9564-481de2226c3e",
"risk_score": 32.89,
"confidence": 0.05
} | 68.70.254.91 | 44.120.214.157 | null | null | null | No additional info | Firewall deny SSH traffic from 68.70.254.91:876 to 44.120.214.157:497 No additional info | deny | 304,507 | SSH | null | null | null | null | null | null | null | null | 876 | 497 | 2,020 | null | null | null | null | null | null | null |
67d50b83-ce75-4095-bbb0-3bd8e4b1792f | 2025-06-13T19:50:29 | firewall | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only TCP traffic from 10.252.61.77:855 to 151.51.174.7:23904 MITRE Technique: T1486 | {
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "2f1b7b6ce966382874ae912258fa9259",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_6; rv:1.9.5.20) Gecko/3739-11-01 22:08:06 Firefox/3.6.13",
"session_id": "bc50aa1e-9f8c-452d-91bc-6cc4d33ce430",
"risk_score": 78.41,
"confidence": 0.62
} | 10.252.61.77 | 151.51.174.7 | null | null | null | MITRE Technique: T1486 | Firewall log-only TCP traffic from 10.252.61.77:855 to 151.51.174.7:23904 MITRE Technique: T1486 | log-only | 971,789 | TCP | null | null | null | null | null | null | null | null | 855 | 23,904 | 644 | null | null | null | null | null | null | null |
fe11c4ad-9370-4e8e-9e3e-fc87d4cc6327 | 2025-02-12T05:50:13 | endpoint | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint wmi_exec south by stevenspatrick Associated Threat Actor: Cobalt Group | {
"geo_location": "Kyrgyz Republic",
"device_hash": "5ff94e18168468c43bc015d16ac9c1b484fb34dd5daa3a8164103fffb8167ce2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 11.0; Trident/3.1)",
"session_id": "b4def891-330c-4b84-be93-f65f02589139",
"risk_score": 13.23,
"confidence": 0.84
} | null | null | null | null | null | Associated Threat Actor: Cobalt Group | Endpoint wmi_exec south by stevenspatrick Associated Threat Actor: Cobalt Group | wmi_exec | null | null | stevenspatrick | south | 9,271 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3a619b8d-e712-4814-9d23-02cc0d792d34 | 2025-05-24T13:17:36 | firewall | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop TCP traffic from 117.143.37.32:59024 to 10.25.25.58:863 MITRE Technique: T1053.005 | {
"geo_location": "British Virgin Islands",
"device_hash": "4da2add7dc22f22a5b550568b433bd3ef9d3e08d",
"user_agent": "Mozilla/5.0 (Windows 98; ig-NG; rv:1.9.2.20) Gecko/3871-07-18 08:59:59 Firefox/3.6.19",
"session_id": "59e1a33e-9012-44cd-be1f-23ca1babd104",
"risk_score": 71.92,
"confidence": 0.75
} | 117.143.37.32 | 10.25.25.58 | null | null | null | MITRE Technique: T1053.005 | Firewall drop TCP traffic from 117.143.37.32:59024 to 10.25.25.58:863 MITRE Technique: T1053.005 | drop | 661,879 | TCP | null | null | null | null | {
"baseline_deviation": 2.18,
"entropy": 2.29,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 59,024 | 863 | 3,385 | null | null | null | null | null | null | null |
a1945207-eab5-4df1-a051-52104fe584bc | 2025-02-14T01:58:20 | ai | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|high| desc=AI system adversarial_input by emorris No additional info | {
"geo_location": "Bahamas",
"device_hash": "349bc2930698e13d7bfb769a24032cc4",
"user_agent": "Mozilla/5.0 (Windows NT 11.0; ast-ES; rv:1.9.0.20) Gecko/3761-03-19 16:26:26 Firefox/15.0",
"session_id": "c1f0a71e-34da-48e0-9256-b0461fa0dcb8",
"risk_score": 30.88,
"confidence": 0.6
} | null | null | null | null | null | No additional info | AI system adversarial_input by emorris No additional info | adversarial_input | null | null | emorris | null | null | null | null | null | null | null | null | null | null | null | null | model-81c4b3bd | 476e3cabe9f4097bded52b606a8b6838d07d01e5ebdeb818f15901a03c68d7d6 | dff3daea11628ffbed1aafeca7b2c5d2beefe1a4 | null | null |
dd11cb95-0aa2-4aa5-874d-319dfa869412 | 2025-04-18T09:13:48 | firewall | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|low| desc=Firewall deny HTTPS traffic from 108.107.67.153:268 to 217.68.82.42:45976 MITRE Technique: T1547.001 | Geo anomaly: Impossible travel detected | {
"geo_location": "Botswana",
"device_hash": "b2ed52953e5252b77b38679a4a16dabb1554d270",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.0; Trident/5.0)",
"session_id": "10cd4da6-0f0d-456d-942a-04f2c7bca416",
"risk_score": 65.33,
"confidence": 0.06
} | 108.107.67.153 | 217.68.82.42 | null | null | null | MITRE Technique: T1547.001 | Geo anomaly: Impossible travel detected | Firewall deny HTTPS traffic from 108.107.67.153:268 to 217.68.82.42:45976 MITRE Technique: T1547.001 | Geo anomaly: Impossible travel detected | deny | 869,067 | HTTPS | null | null | null | null | null | null | null | null | 268 | 45,976 | 541 | null | null | null | null | null | null | null |
a5f16a37-63dc-4a3b-b453-57f18fc8c4ad | 2025-05-03T02:20:49 | cloud | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|low| desc=Cloud shadow_it in GCP by jeremymorgan No additional info | {
"geo_location": "Puerto Rico",
"device_hash": "a09fb45fbde7b8032c76efd8862fa50cf94775cc",
"user_agent": "Mozilla/5.0 (Linux; Android 4.0.2) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/53.0.809.0 Safari/535.2",
"session_id": "a959ad9a-d805-4a9f-af82-41c748fb68e0",
"risk_score": 38.6,
"confidence": 0.24
} | null | null | null | null | null | No additional info | Cloud shadow_it in GCP by jeremymorgan No additional info | shadow_it | null | null | jeremymorgan | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-a668003f |
5ea635a7-e302-490f-9f7d-fe50ea88e1d0 | 2025-03-22T18:19:42 | cloud | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|low| desc=Cloud container_escape in OCI by jbanks MITRE Technique: T1059.001 | {
"geo_location": "Gambia",
"device_hash": "854317076affd2848779c0c19884edbe",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/36.0.878.0 Safari/536.2",
"session_id": "0e2bbd62-5698-4b8d-b6a5-c83a034e387a",
"risk_score": 74.67,
"confidence": 0.5
} | null | null | null | null | null | MITRE Technique: T1059.001 | Cloud container_escape in OCI by jbanks MITRE Technique: T1059.001 | container_escape | null | null | jbanks | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-237caae2 |
208fc03e-d703-4888-b3bc-240b848821eb | 2025-03-30T23:23:42 | ids_alert | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|high| desc=LogRhythm Alert: AI Model Poisoning detected from 22.96.58.172 targeting N/A No additional info | {
"geo_location": "Panama",
"device_hash": "c3be1f1117448e70e25e46dc4189fd66",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; doi-IN) AppleWebKit/535.42.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6535.42.4",
"session_id": "a9d17858-8ec3-4857-8a70-1f01b1cf5574",
"risk_score": 74.44,
"confidence": 0.94
} | 22.96.58.172 | N/A | AI Model Poisoning | SIG-8614 | Evasion | No additional info | LogRhythm Alert: AI Model Poisoning detected from 22.96.58.172 targeting N/A No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 1.8,
"entropy": 3.03,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
08dc12a1-82f2-44ae-8c46-ee874d7e614b | 2025-05-08T23:18:34 | auth | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|medium| desc=Auth failed for wthomas via SAML from 211.146.141.43 No additional info | {
"geo_location": "Andorra",
"device_hash": "2b70f5e692b46bcecbd0aa87a089d73b1bdcfc87",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_3_1 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) CriOS/58.0.819.0 Mobile/31C463 Safari/536.0",
"session_id": "d91e09cf-6631-4c0d-8f8a-5fb228799570",
"risk_score": 42.63,
"confidence": 0.01
} | 211.146.141.43 | null | null | null | null | No additional info | Auth failed for wthomas via SAML from 211.146.141.43 No additional info | failed | null | null | wthomas | null | null | null | null | null | null | null | null | null | null | SAML | 36:f6:c5:14:a0:bd | null | null | null | null | null |
40b6c199-32d9-4053-afa2-fcf1978c2cc2 | 2021-12-08T19:46:54 | endpoint | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint file_access floor by khawkins Unconventional IOC: GPU memory artifacts | {
"geo_location": "Sierra Leone",
"device_hash": "c94166f7156f1fc20e5e69bb34ea9cd16faee7c95eed5dd14e3c62dc269f17b7",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_2 rv:3.0; sl-SI) AppleWebKit/534.25.3 (KHTML, like Gecko) Version/4.0.2 Safari/534.25.3",
"session_id": "08426c52-9456-4640-a7e9-22c39b2dad49",
"risk_score": 50.56,
"confidence": 0.82
} | null | null | null | null | null | Unconventional IOC: GPU memory artifacts | Endpoint file_access floor by khawkins Unconventional IOC: GPU memory artifacts | file_access | null | null | khawkins | floor | 6,861 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
222d74f5-dd0a-4572-876e-b95dc2032b85 | 2025-06-12T15:06:05 | auth | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|info| desc=Auth bypass for bfernandez via SAML from 192.224.26.93 No additional info noise=search/tags/tags | {
"geo_location": "Dominican Republic",
"device_hash": "dfe6172ca9c28fda199631003d93410f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 95; Trident/5.1)",
"session_id": "af3dad5e-7d2d-4597-8467-4e10e0099bbc",
"risk_score": 62.85,
"confidence": 0.21
} | 192.224.26.93 | null | null | null | null | No additional info | Auth bypass for bfernandez via SAML from 192.224.26.93 No additional info | bypass | null | null | bfernandez | null | null | null | null | null | null | null | null | null | null | SAML | a7:9c:77:c4:23:8f | null | null | null | null | null |
9977ca5b-0a53-4396-a3cb-1a01bbacbc38 | 2027-04-10T05:11:02 | cloud | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in OCI by emann No additional info noise=app/search/explore | {
"geo_location": "Mexico",
"device_hash": "3adf53eadea0ae9d3b12451b14c0deac",
"user_agent": "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/32.0.885.0 Safari/534.1",
"session_id": "d64174cf-f299-4f39-bbe1-3a5636699dd6",
"risk_score": 62.68,
"confidence": 1
} | null | null | null | null | null | No additional info | Cloud api_abuse in OCI by emann No additional info | api_abuse | null | null | emann | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-b312fef6 |
d1cbc048-dac4-4343-86b8-6bc9e82e1853 | 2025-07-09T11:19:00 | iot | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|low| desc=IoT device Camera sensor_spoofing Associated Threat Actor: Sandworm Team | {
"geo_location": "United Kingdom",
"device_hash": "d9611fa57716c3b39611b73bd5f64089104cdc30",
"user_agent": "Mozilla/5.0 (Linux; Android 4.3.1) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/13.0.851.0 Safari/532.1",
"session_id": "877ea1d0-20e2-4825-92d4-7cee54d521f2",
"risk_score": 70.51,
"confidence": 0.27
} | null | null | null | null | null | Associated Threat Actor: Sandworm Team | IoT device Camera sensor_spoofing Associated Threat Actor: Sandworm Team | sensor_spoofing | null | null | null | null | null | null | null | Camera | iot-6111acc0 | 5.5 | null | null | null | null | null | null | null | null | null | null |
77661b3b-71c9-49b5-ba33-0828fae46dfe | 2025-05-01T10:23:19 | network | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 79.238.82.95 to 10.250.102.183 No additional info | {
"geo_location": "North Korea",
"device_hash": "86af5cf9dbce224e31c4de1e9e1ef791",
"user_agent": "Mozilla/5.0 (Windows NT 11.0) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/59.0.882.0 Safari/534.2",
"session_id": "c7fb587b-dda7-471f-bb31-d01f5f259ae2",
"risk_score": 9.71,
"confidence": 0.53
} | 79.238.82.95 | 10.250.102.183 | null | null | null | No additional info | Network protocol_anomaly from 79.238.82.95 to 10.250.102.183 No additional info | protocol_anomaly | 410,388 | HTTP | null | null | null | null | {
"baseline_deviation": 0.67,
"entropy": 5.93,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
57e2e99b-4417-4f44-befb-7ed4e184509d | 2025-05-06T03:26:30 | auth | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|info| desc=Auth failed for laurenmathis via SAML from 98.47.210.5 No additional info | {
"geo_location": "Nigeria",
"device_hash": "c4a1260f6907c54ff1b2985c06a3c263dd4332d9",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_4 rv:3.0; uz-UZ) AppleWebKit/533.29.6 (KHTML, like Gecko) Version/5.0.5 Safari/533.29.6",
"session_id": "49ed5288-095d-4066-aa22-093d201f3d92",
"risk_score": 54.33,
"confidence": 0.1
} | 98.47.210.5 | null | null | null | null | No additional info | Auth failed for laurenmathis via SAML from 98.47.210.5 No additional info | failed | null | null | laurenmathis | null | null | null | null | null | null | null | null | null | null | SAML | e0:63:83:2c:75:d9 | null | null | null | null | null |
f9f9528d-d901-4aad-ba52-5fadb32343bf | 2025-05-01T13:37:23 | ids_alert | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|high| desc=LogRhythm Alert: Living-off-the-Land detected from 45.247.78.56 targeting N/A No additional info | {
"geo_location": "Chad",
"device_hash": "3520ac159219754e5c6e227b19b4be7c6593005c031956785d5e8b2fe5d633bb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/3.1)",
"session_id": "fe972b75-7226-4a98-92b0-fbfe4ab933ec",
"risk_score": 56.47,
"confidence": 0.31
} | 45.247.78.56 | N/A | Living-off-the-Land | SIG-9496 | Policy | No additional info | LogRhythm Alert: Living-off-the-Land detected from 45.247.78.56 targeting N/A No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
448c5db1-7b7d-4189-b457-f6944e58ce39 | 2025-07-04T10:02:17 | endpoint | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint scheduled_task entire by jeffrey12 No additional info | {
"geo_location": "Bolivia",
"device_hash": "6ddaf64cb6d38cd667666546ec0ea840",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_7; rv:1.9.2.20) Gecko/6784-08-24 07:30:24 Firefox/3.6.4",
"session_id": "a90d2527-77a6-4399-8d06-a1db0ccec56b",
"risk_score": 44.4,
"confidence": 0.68
} | null | null | null | null | null | No additional info | Endpoint scheduled_task entire by jeffrey12 No additional info | scheduled_task | null | null | jeffrey12 | entire | 9,616 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a2a56445-bb06-4225-aad3-128152ec6092 | 2025-03-31T11:35:25 | network | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|critical| desc=Network connection from 94.85.0.101 to 135.34.96.136 No additional info noise=tags | {
"geo_location": "Zimbabwe",
"device_hash": "0cb3c82e08331a93f72a0ef89dfbfab7db51f5af150b69cfc1a7dbc9de122834",
"user_agent": "Opera/9.19.(X11; Linux x86_64; wo-SN) Presto/2.9.174 Version/10.00",
"session_id": "51913be8-e616-4ba7-a972-93b9967133e9",
"risk_score": 52.97,
"confidence": 0.49
} | 94.85.0.101 | 135.34.96.136 | null | null | null | No additional info | Network connection from 94.85.0.101 to 135.34.96.136 No additional info | connection | 905,993 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dae12e55-e74d-479c-9bc2-8a0c8bcf6ba8 | 2025-06-03T06:22:29 | ai | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by donald49 No additional info | {
"geo_location": "Liberia",
"device_hash": "ddbd64ce02e3e10c30a6b8e5914f30b07818bed9afb13d2d0f0dc4dbb8479331",
"user_agent": "Opera/8.65.(Windows NT 11.0; zu-ZA) Presto/2.9.170 Version/10.00",
"session_id": "c4666b24-96c3-4efa-a969-eca017f6de3f",
"risk_score": 46.54,
"confidence": 0.67
} | null | null | null | null | null | No additional info | AI system prompt_injection by donald49 No additional info | prompt_injection | null | null | donald49 | null | null | null | null | null | null | null | null | null | null | null | null | model-798f6315 | fcc6c3d98a420a1da390aa032ca83fb4 | 548c4fff82b1343bda31011dd0dc605ed493aac6ebf2bc40cbca3a5e13d78e85 | null | null |
5da92f2b-e563-4f91-ba21-c3e08d086989 | 2025-04-27T21:45:37 | endpoint | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|info| desc=Endpoint memory_injection account by cherrera Associated Threat Actor: Leafminer | {
"geo_location": "Iran",
"device_hash": "1bb439da332a9a5fa985a80f9381ba2db2f67c5739af4c730c4e335e8405fecb",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; hsb-DE) AppleWebKit/534.41.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6534.41.6",
"session_id": "f1687cc4-d32b-4612-8713-3f3ccd148c9e",
"risk_score": 48.52,
"confidence": 0.18
} | null | null | null | null | null | Associated Threat Actor: Leafminer | Endpoint memory_injection account by cherrera Associated Threat Actor: Leafminer | memory_injection | null | null | cherrera | account | 7,645 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7754a5e8-be94-4beb-a8c1-667c25b632e1 | 2025-04-19T11:44:57 | firewall | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only DNS traffic from 160.110.99.68:732 to 10.67.168.6:796 MITRE Technique: T1078.004 | {
"geo_location": "Switzerland",
"device_hash": "835d898df79de18eb8bc23b28c083d944e46fe7a",
"user_agent": "Opera/9.82.(X11; Linux i686; ff-SN) Presto/2.9.177 Version/11.00",
"session_id": "0ddd5624-3ebb-4d06-ba78-2e3641f55ce8",
"risk_score": 36.36,
"confidence": 0.7
} | 160.110.99.68 | 10.67.168.6 | null | null | null | MITRE Technique: T1078.004 | Firewall log-only DNS traffic from 160.110.99.68:732 to 10.67.168.6:796 MITRE Technique: T1078.004 | log-only | 739,195 | DNS | null | null | null | null | null | null | null | null | 732 | 796 | 2,594 | null | null | null | null | null | null | null |
d647432d-fe0d-4cee-a6d2-e77657ab499d | 2025-06-03T14:44:11 | cloud | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|info| desc=Cloud instance_creation in Azure by leesherry No additional info | {
"geo_location": "Saint Martin",
"device_hash": "04bd25377d1a2707445dd6653dc5caba5f2776a4f150e961a5f3e7b71774f2de",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; km-KH) AppleWebKit/534.22.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6534.22.1",
"session_id": "3d3b5b39-1ba8-4255-b6ce-0fc29f13701e",
"risk_score": 21.06,
"confidence": 0.92
} | null | null | null | null | null | No additional info | Cloud instance_creation in Azure by leesherry No additional info | instance_creation | null | null | leesherry | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-adc47d91 |
b08cec20-0da4-41fd-826c-aadc57447333 | 2025-05-04T19:38:38 | ai | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|high| desc=AI system prompt_injection by jonathan25 Unconventional IOC: Bios timestamp anomalies noise=VG8u | {
"geo_location": "United States of America",
"device_hash": "b193249e8c069e0672850895e7ca5abb161ea3e478cc0413e17a1492c0ddfd04",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) CriOS/53.0.852.0 Mobile/48T618 Safari/531.0",
"session_id": "7ede66bc-2027-474d-8874-cb22abe561c3",
"risk_score": 45.34,
"confidence": 0.8
} | null | null | null | null | null | Unconventional IOC: Bios timestamp anomalies | AI system prompt_injection by jonathan25 Unconventional IOC: Bios timestamp anomalies | prompt_injection | null | null | jonathan25 | null | null | null | null | null | null | null | null | null | null | null | null | model-5c79b7b9 | b768330d90eb75b8e9e1f629fdde3575 | bea0896cb3a4510adc990b816fa18f7e16c9513d93b560b5f0332cd457a8f8c4 | null | null |
930ee438-730d-4d6e-904d-c2990b83b5f1 | 2025-05-26T01:11:48 | auth | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|info| desc=Auth failed for krivers via key from 185.70.20.80 MITRE Technique: T1053.005 | Associated Threat Actor: APT41 | {
"geo_location": "North Korea",
"device_hash": "3dfe5392cd5eeaf0f50685846f14f391ef93b7b7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/3.1)",
"session_id": "47fc3196-cec4-414a-a049-a99ab2388c1a",
"risk_score": 30.49,
"confidence": 0.57
} | 185.70.20.80 | null | null | null | null | MITRE Technique: T1053.005 | Associated Threat Actor: APT41 | Auth failed for krivers via key from 185.70.20.80 MITRE Technique: T1053.005 | Associated Threat Actor: APT41 | failed | null | null | krivers | null | null | null | null | null | null | null | null | null | null | key | c0:e3:02:7e:41:71 | null | null | null | null | null |
13bc2375-332e-43e3-be54-91f0dde337c8 | 2025-01-13T21:30:47 | network | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|high| desc=Network connection from 220.213.78.43 to 112.240.77.64 Unconventional IOC: UEFI variable tampering noise=category/search/tags | {
"geo_location": "Western Sahara",
"device_hash": "6f580abdc6b10bbf66b8437214ab451a92e145d3",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/2270-11-04 21:13:25 Firefox/11.0",
"session_id": "4be0556a-b780-4a5a-a828-8e8e16d3a457",
"risk_score": 56.43,
"confidence": 0.75
} | 220.213.78.43 | 112.240.77.64 | null | null | null | Unconventional IOC: UEFI variable tampering | Network connection from 220.213.78.43 to 112.240.77.64 Unconventional IOC: UEFI variable tampering | connection | 163,347 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9602b1c0-a2de-4ced-b3ff-356f62bbe762 | 2025-01-30T17:44:50 | cloud | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in GCP by luisbaker No additional info | {
"geo_location": "Uganda",
"device_hash": "655fa4ba0e352addb4aaf4e863d9c47d",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/46.0.865.0 Safari/534.0",
"session_id": "239bfe96-7f31-44b6-87f4-c11f49bf1937",
"risk_score": 70.89,
"confidence": 0.58
} | null | null | null | null | null | No additional info | Cloud config_change in GCP by luisbaker No additional info | config_change | null | null | luisbaker | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-ac447a95 |
0c63a1f2-e3be-4447-87ab-f87ea2f89994 | 2027-11-18T03:52:43 | network | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|low| desc=Network data_exfiltration from 8.146.180.198 to 215.179.46.93 MITRE Technique: T1059.001 | Associated Threat Actor: Conti | {
"geo_location": "Yemen",
"device_hash": "679eb3ec83590ff21fac987bca8511629e7075e82c6cc36f1770dc5f8bd73889",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; byn-ER; rv:1.9.1.20) Gecko/3298-06-08 00:16:05 Firefox/3.8",
"session_id": "829a0a27-4f98-461b-a482-62d85f633e0a",
"risk_score": 67.59,
"confidence": 0.93
} | 8.146.180.198 | 215.179.46.93 | null | null | null | MITRE Technique: T1059.001 | Associated Threat Actor: Conti | Network data_exfiltration from 8.146.180.198 to 215.179.46.93 MITRE Technique: T1059.001 | Associated Threat Actor: Conti | data_exfiltration | 576,967 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
036fff2f-1fe5-442a-8ae4-d5372810be58 | 2025-01-13T21:34:06 | network | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|low| desc=Network beaconing from 113.56.207.27 to 10.172.27.47 MITRE Technique: T1078.004 | Associated Threat Actor: Kimsuky | {
"geo_location": "Bangladesh",
"device_hash": "b69383ef8cec7ac8d93b66d1562125f1",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/535.2.4 (KHTML, like Gecko) Version/5.0.3 Safari/535.2.4",
"session_id": "e2691f0d-7c9a-43fb-8c7f-da26b39bd8af",
"risk_score": 70.09,
"confidence": 0.66
} | 113.56.207.27 | 10.172.27.47 | null | null | null | MITRE Technique: T1078.004 | Associated Threat Actor: Kimsuky | Network beaconing from 113.56.207.27 to 10.172.27.47 MITRE Technique: T1078.004 | Associated Threat Actor: Kimsuky | beaconing | 436,790 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dd185e0d-bd6e-4287-ab7e-763baa1f9c2d | 2025-01-25T18:20:16 | ids_alert | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|low| desc=AlienVault Alert: XSS detected from 10.52.164.143 targeting N/A No additional info | {
"geo_location": "Croatia",
"device_hash": "a698fc88dc865ca1558dae634bb5630f6e766c3e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.1; Trident/4.0)",
"session_id": "48197413-af1d-4b99-b201-c98d14e0a60a",
"risk_score": 61.24,
"confidence": 0.33
} | 10.52.164.143 | N/A | XSS | SIG-4579 | Exploit | No additional info | AlienVault Alert: XSS detected from 10.52.164.143 targeting N/A No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
aebf8839-2b1e-475f-aa6e-8ac62059d4dc | 2025-06-14T22:08:07 | endpoint | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection international by bmack No additional info | {
"geo_location": "Paraguay",
"device_hash": "1318e893232df0d6f456d714360559cd",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_2 rv:3.0; ha-NG) AppleWebKit/532.10.6 (KHTML, like Gecko) Version/4.0.4 Safari/532.10.6",
"session_id": "836b561c-72f1-471c-bf7e-88047ca3d575",
"risk_score": 46.82,
"confidence": 0.79
} | null | null | null | null | null | No additional info | Endpoint memory_injection international by bmack No additional info | memory_injection | null | null | bmack | international | 8,306 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d6c230d0-655e-4b97-a0da-1d172320f9b8 | 2025-02-12T01:53:09 | auth | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|low| desc=Auth locked for vmorgan via SAML from 154.188.144.143 MITRE Technique: T1110.003 | {
"geo_location": "Colombia",
"device_hash": "c800d78c6cb57e8d0fd119c9f6dfdd51",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.0; Trident/3.0)",
"session_id": "f4ced662-1862-4600-b457-cb5f04fb9d09",
"risk_score": 100,
"confidence": 0.39
} | 154.188.144.143 | null | null | null | null | MITRE Technique: T1110.003 | Auth locked for vmorgan via SAML from 154.188.144.143 MITRE Technique: T1110.003 | locked | null | null | vmorgan | null | null | null | null | null | null | null | null | null | null | SAML | c7:88:bf:19:f2:83 | null | null | null | null | null |
302603a2-fea4-4a69-a008-a06261b7970b | 2025-05-11T23:14:33 | network | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 174.109.47.177 to 137.16.60.94 No additional info | {
"geo_location": "Mexico",
"device_hash": "d90c6b291c4a08599820bd6c252afde016cc61c8c833a81fc1d656d83255827b",
"user_agent": "Mozilla/5.0 (Linux; Android 1.1) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/46.0.806.0 Safari/531.0",
"session_id": "e6f59a41-d623-4c1b-84f4-544bc4655200",
"risk_score": 78.37,
"confidence": 0.96
} | 174.109.47.177 | 137.16.60.94 | null | null | null | No additional info | Network protocol_anomaly from 174.109.47.177 to 137.16.60.94 No additional info | protocol_anomaly | 317,596 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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