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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1aea1a5b-32fd-4189-8989-575d3140c4f3 | 2025-04-10T03:56:08 | cloud | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud lambda_execution in AWS by xavierhamilton Associated Threat Actor: Inception Framework | {
"geo_location": "Mozambique",
"device_hash": "aae55ad9430962ec1a198cb724049ce5",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; ia-FR) AppleWebKit/531.43.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6531.43.4",
"session_id": "131e39ff-4f66-4622-8a21-bdb2cf7daf48",
"risk_score": 57.87,
"confidence": 0.45
} | null | null | null | null | null | Associated Threat Actor: Inception Framework | Cloud lambda_execution in AWS by xavierhamilton Associated Threat Actor: Inception Framework | lambda_execution | null | null | xavierhamilton | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-abc415b2 |
fa106cd8-0d7e-4e45-adc3-44390cb5c916 | 2025-04-12T05:20:21 | ids_alert | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|critical| desc=Wazuh Alert: Fileless Attack detected from 10.213.57.126 targeting 193.182.241.76 No additional info | {
"geo_location": "China",
"device_hash": "ccc0fe673d143774df2e84e9db6cbaa6a554f8c5c4ddf664bbd5cbb6f8a33097",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 10.0; Trident/4.0)",
"session_id": "55bbc524-28d3-4616-9c88-53a76c701b64",
"risk_score": 7.58,
"confidence": 0.27
} | 10.213.57.126 | 193.182.241.76 | Fileless Attack | SIG-9837 | Policy | No additional info | Wazuh Alert: Fileless Attack detected from 10.213.57.126 targeting 193.182.241.76 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
75b98904-054b-4d09-beb8-7d9b41fdd969 | 2025-04-22T09:34:53 | endpoint | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task article by sanchezjason No additional info | {
"geo_location": "Italy",
"device_hash": "2da20477e623ae68deb127cb4ae0badd5ab2665ab6ec5c9a1f354c08c5e38bde",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_5; rv:1.9.5.20) Gecko/3075-03-06 10:15:35 Firefox/3.8",
"session_id": "028e5e01-d0e9-4fd1-93bc-c9a195b7cc37",
"risk_score": 62.05,
"confidence": 0.35
} | null | null | null | null | null | No additional info | Endpoint scheduled_task article by sanchezjason No additional info | scheduled_task | null | null | sanchezjason | article | 8,581 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cd811419-413c-4d53-915e-fe77dff22481 | 2025-01-24T06:50:26 | ids_alert | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|high| desc=Carbon Black Alert: AI Model Poisoning detected from 123.104.14.246 targeting 118.109.138.223 No additional info | {
"geo_location": "San Marino",
"device_hash": "8f2c6b92633ae6ed20dbaa3596b3ce5a",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; ko-KR) AppleWebKit/531.22.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6531.22.1",
"session_id": "a928dcf8-0b6d-4f09-9504-bea1defb8a48",
"risk_score": 46.34,
"confidence": 0.25
} | 123.104.14.246 | 118.109.138.223 | AI Model Poisoning | SIG-5070 | Malware | No additional info | Carbon Black Alert: AI Model Poisoning detected from 123.104.14.246 targeting 118.109.138.223 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
28b3bae9-be2c-477e-bd7d-171bc390733a | 2025-07-08T18:19:03 | cloud | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|high| desc=Cloud permission_escalation in OCI by aaron55 Associated Threat Actor: Inception Framework | {
"geo_location": "Philippines",
"device_hash": "7855aa3eca9c62381c1b3cedf6a28fe2ef1ab9bd807d59916b307fc65aabbe99",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/533.32.3 (KHTML, like Gecko) Version/4.1 Safari/533.32.3",
"session_id": "a09840a4-58d3-4ccc-8cb7-8207cd750790",
"risk_score": 37.59,
"confidence": 0.23
} | null | null | null | null | null | Associated Threat Actor: Inception Framework | Cloud permission_escalation in OCI by aaron55 Associated Threat Actor: Inception Framework | permission_escalation | null | null | aaron55 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-abf66e57 |
1c09de90-6581-46e1-a30b-6f0f05e805e5 | 2025-02-16T04:09:02 | endpoint | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint memory_injection /contain/figure.mov by osbornestephanie No additional info | {
"geo_location": "Armenia",
"device_hash": "e6973cadca0dec91b2b6f117905a5f73f477b3503fd9106dfe9e72e0d534e4cc",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_5_0; rv:1.9.5.20) Gecko/5869-06-22 08:21:36 Firefox/11.0",
"session_id": "1da12d1b-4e1e-4293-b0af-dd9a8f3fcdff",
"risk_score": 25.5,
"confidence": 0.61
} | null | null | null | null | null | No additional info | Endpoint memory_injection /contain/figure.mov by osbornestephanie No additional info | memory_injection | null | null | osbornestephanie | /contain/figure.mov | 2,452 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1e236409-3f74-47ae-813f-050addeaf693 | 2025-04-11T17:56:08 | ids_alert | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|critical| desc=LogRhythm Alert: Supply Chain Compromise detected from 23.95.99.161 targeting 10.69.108.196 Associated Threat Actor: Sandworm Team | {
"geo_location": "Macao",
"device_hash": "683302ef2fb424a5a747c11a04b651c7db79ec02",
"user_agent": "Mozilla/5.0 (Android 4.0; Mobile; rv:47.0) Gecko/47.0 Firefox/47.0",
"session_id": "338898f5-fdf7-4593-9d41-b2e3b48c0b2a",
"risk_score": 18.82,
"confidence": 0.97
} | 23.95.99.161 | 10.69.108.196 | Supply Chain Compromise | SIG-5765 | Malware | Associated Threat Actor: Sandworm Team | LogRhythm Alert: Supply Chain Compromise detected from 23.95.99.161 targeting 10.69.108.196 Associated Threat Actor: Sandworm Team | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bcbf8b0c-242f-4adc-99c9-bedfb421728e | 2025-01-22T14:58:47 | cloud | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in Alibaba by cbarnes MITRE Technique: T1059.005 | {
"geo_location": "Iran",
"device_hash": "a0fe84aba2f4c386ac9b4b20f2f784b8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/4.0)",
"session_id": "57bb9b26-1155-469a-82cf-e77ea82a7b13",
"risk_score": 100,
"confidence": 0
} | null | null | null | null | null | MITRE Technique: T1059.005 | Cloud crypto_mining in Alibaba by cbarnes MITRE Technique: T1059.005 | crypto_mining | null | null | cbarnes | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-a0c2f3e1 |
487fcd3b-39cb-485c-8913-06a407746fb3 | 2025-02-28T00:35:49 | auth | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|high| desc=Auth success for nicholas80 via biometric from 93.31.167.235 MITRE Technique: T1218.011 | {
"geo_location": "Costa Rica",
"device_hash": "8e507b4d02d21201bcb521f65fd0305e85b36ebb85715c26886e980b45a79ea4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 10.0; Trident/4.1)",
"session_id": "e759111c-4333-4708-97db-167c353d78b4",
"risk_score": 20.23,
"confidence": 0.34
} | 93.31.167.235 | null | null | null | null | MITRE Technique: T1218.011 | Auth success for nicholas80 via biometric from 93.31.167.235 MITRE Technique: T1218.011 | success | null | null | nicholas80 | null | null | null | null | null | null | null | null | null | null | biometric | 7b:d1:dc:15:1f:45 | null | null | null | null | null |
84c3ee8e-6c4b-4c90-a204-9fe9a34d89ca | 2025-05-19T16:55:55 | ids_alert | CrowdStrike v6.45.0 | emergency | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|emergency| desc=CrowdStrike Alert: SQL Injection detected from 116.219.182.204 targeting 126.190.116.180 MITRE Technique: T1071.001 | {
"geo_location": "Somalia",
"device_hash": "b3ecd40421a9dca972d9970d985171ca",
"user_agent": "Opera/9.38.(X11; Linux i686; sa-IN) Presto/2.9.179 Version/12.00",
"session_id": "4e12b3d5-b00b-4721-8cac-b053bbf7ebf7",
"risk_score": 52.38,
"confidence": 0.74
} | 116.219.182.204 | 126.190.116.180 | SQL Injection | SIG-1679 | Policy | MITRE Technique: T1071.001 | CrowdStrike Alert: SQL Injection detected from 116.219.182.204 targeting 126.190.116.180 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 |
c6f6d468-0c10-426b-93b5-c221090bea8c | 2025-07-05T10:00:08 | cloud | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud api_abuse in Alibaba by anichols No additional info | {
"geo_location": "Saint Kitts and Nevis",
"device_hash": "e4413a7b2f0f3e0c06347a5e7eee7c130e17afc4",
"user_agent": "Opera/8.34.(X11; Linux x86_64; yue-HK) Presto/2.9.173 Version/10.00",
"session_id": "82f19cf7-4641-49c2-8f04-214ada708fda",
"risk_score": 40.4,
"confidence": 0.73
} | null | null | null | null | null | No additional info | Cloud api_abuse in Alibaba by anichols No additional info | api_abuse | null | null | anichols | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-0d49ece1 |
a15637e3-a6e3-4d4e-bb6c-49088d08314a | 2025-03-16T06:51:13 | network | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|low| desc=Network bandwidth_usage from 10.25.120.233 to 176.206.145.129 MITRE Technique: T1059.005 | {
"geo_location": "Botswana",
"device_hash": "2b42f84972f1d6b23890137a3a897950bc83ef8c",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_3 rv:3.0; eo-US) AppleWebKit/535.4.4 (KHTML, like Gecko) Version/5.0.5 Safari/535.4.4",
"session_id": "294ce43f-9948-4d0a-9320-43cb2e4e8275",
"risk_score": 14.64,
"confidence": 0.34
} | 10.25.120.233 | 176.206.145.129 | null | null | null | MITRE Technique: T1059.005 | Network bandwidth_usage from 10.25.120.233 to 176.206.145.129 MITRE Technique: T1059.005 | bandwidth_usage | 671,098 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dab5c8d1-1d54-4e43-9d2d-9c3dcde03023 | 2025-07-02T06:50:51 | firewall | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall quarantine TCP traffic from 115.160.43.41:831 to 10.106.255.10:446 MITRE Technique: T1566.001 | {
"geo_location": "China",
"device_hash": "bf27c6b5bd0ddeb7724ef07cc991eb7e",
"user_agent": "Opera/9.48.(X11; Linux i686; my-MM) Presto/2.9.165 Version/10.00",
"session_id": "2b3eb458-1211-4c19-8d89-eaa382e0d3f1",
"risk_score": 20.84,
"confidence": 0.27
} | 115.160.43.41 | 10.106.255.10 | null | null | null | MITRE Technique: T1566.001 | Firewall quarantine TCP traffic from 115.160.43.41:831 to 10.106.255.10:446 MITRE Technique: T1566.001 | quarantine | 84,670 | TCP | null | null | null | null | null | null | null | null | 831 | 446 | 3,425 | null | null | null | null | null | null | null |
5f67f01f-0014-49fc-a55b-12941d8fcf33 | 2025-03-13T00:58:02 | ids_alert | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|low| desc=QRadar Alert: Fileless Attack detected from 25.250.121.193 targeting 94.18.233.241 Associated Threat Actor: Equation Group | {
"geo_location": "Hong Kong",
"device_hash": "3298947bb476236efc983d8ae3a1a523",
"user_agent": "Mozilla/5.0 (Android 3.2.4; Mobile; rv:48.0) Gecko/48.0 Firefox/48.0",
"session_id": "4c6df7b4-b1e3-40c5-b820-e86f779d4b51",
"risk_score": 41.28,
"confidence": 0.37
} | 25.250.121.193 | 94.18.233.241 | Fileless Attack | SIG-5532 | Recon | Associated Threat Actor: Equation Group | QRadar Alert: Fileless Attack detected from 25.250.121.193 targeting 94.18.233.241 Associated Threat Actor: Equation Group | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a9461c38-ed06-4553-95e4-40dd6bf663ad | 2025-04-23T14:35:39 | ids_alert | Trellix v10.7.0 | emergency | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|emergency| desc=Trellix Alert: Domain Fronting detected from 115.22.172.88 targeting 144.66.177.10 MITRE Technique: T1071.001 | {
"geo_location": "Syrian Arab Republic",
"device_hash": "58441a21fc91e25501347d2aeff34e86",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.0; Trident/4.0)",
"session_id": "a740222c-50c8-4727-af45-a8a23749a22c",
"risk_score": 41.5,
"confidence": 0.17
} | 115.22.172.88 | 144.66.177.10 | Domain Fronting | SIG-7640 | Exploit | MITRE Technique: T1071.001 | Trellix Alert: Domain Fronting detected from 115.22.172.88 targeting 144.66.177.10 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 |
5373d8e4-457b-466e-a385-e7b279709c11 | 2025-03-01T02:01:57 | iot | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|info| desc=IoT device Medical battery_drain Associated Threat Actor: Scattered Spider | {
"geo_location": "Solomon Islands",
"device_hash": "f1eda74452be616b413ce5602e9fdc81e32501cc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.0; Trident/5.0)",
"session_id": "52a3eb24-56a0-452b-b51c-2efcd723f6f0",
"risk_score": 61.18,
"confidence": 0.07
} | null | null | null | null | null | Associated Threat Actor: Scattered Spider | IoT device Medical battery_drain Associated Threat Actor: Scattered Spider | battery_drain | null | null | null | null | null | null | null | Medical | iot-87f36a12 | 6.2 | null | null | null | null | null | null | null | null | null | null |
81eaccb2-5427-444d-a3af-951389de684a | 2025-04-12T01:13:29 | ids_alert | OSSEC v3.7.0 | emergency | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|emergency| desc=OSSEC Alert: Zero-Day Exploit detected from 109.238.77.149 targeting 85.77.106.4 MITRE Technique: T1078.004 | {
"geo_location": "Canada",
"device_hash": "295cf29bee5014b94d8491d7939207790f73c9bfc69856802fe27f52096425b8",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/8240-04-12 00:38:29 Firefox/3.8",
"session_id": "9f225da5-ee54-4c1b-96e5-145421976c72",
"risk_score": 18.98,
"confidence": 0.78
} | 109.238.77.149 | 85.77.106.4 | Zero-Day Exploit | SIG-8335 | Evasion | MITRE Technique: T1078.004 | OSSEC Alert: Zero-Day Exploit detected from 109.238.77.149 targeting 85.77.106.4 MITRE Technique: T1078.004 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4010e3b1-161a-4aee-9ee9-2b4d9849d1d3 | 2025-03-31T09:21:32 | firewall | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|info| desc=Firewall quarantine SMB traffic from 212.230.0.203:217 to 145.31.24.21:501 MITRE Technique: T1204.002 | {
"geo_location": "Dominican Republic",
"device_hash": "7b3360d2a94cfe56207f8922ef5ac777",
"user_agent": "Opera/9.42.(Windows NT 5.1; yi-US) Presto/2.9.184 Version/12.00",
"session_id": "cd87a81d-75e0-407b-9e75-b122be8860b3",
"risk_score": 55.1,
"confidence": 0.15
} | 212.230.0.203 | 145.31.24.21 | null | null | null | MITRE Technique: T1204.002 | Firewall quarantine SMB traffic from 212.230.0.203:217 to 145.31.24.21:501 MITRE Technique: T1204.002 | quarantine | 140,858 | SMB | null | null | null | null | null | null | null | null | 217 | 501 | 813 | null | null | null | null | null | null | null |
d331dec4-3cba-4e26-97fe-12fc88330e59 | 2025-03-18T14:05:49 | ids_alert | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|high| desc=ArcSight Alert: Living-off-the-Land detected from 133.146.204.19 targeting 208.75.46.1 MITRE Technique: T1078.004 | {
"geo_location": "Armenia",
"device_hash": "105321feccf8fd33db8003db8d284b90d2efa366",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 12_4_8 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) FxiOS/10.7n9302.0 Mobile/07Z212 Safari/531.0",
"session_id": "53c2f75e-ad5c-40bc-8137-e5e03923d5a9",
"risk_score": 28.88,
"confidence": 0.26
} | 133.146.204.19 | 208.75.46.1 | Living-off-the-Land | SIG-5889 | Evasion | MITRE Technique: T1078.004 | ArcSight Alert: Living-off-the-Land detected from 133.146.204.19 targeting 208.75.46.1 MITRE Technique: T1078.004 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3a810f77-748b-4d8e-a68a-6430e24cabfb | 2025-06-03T11:35:30 | ai | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by robertmarquez MITRE Technique: T1574.002 | Associated Threat Actor: Kimsuky noise=app/categories/list | {
"geo_location": "Guadeloupe",
"device_hash": "63acfc8513698118ec0266d73c70e8c9",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3.3) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/19.0.864.0 Safari/532.1",
"session_id": "f5f4ef6f-b9f6-488a-b55c-ff15f1003eeb",
"risk_score": 43.26,
"confidence": 0.43
} | null | null | null | null | null | MITRE Technique: T1574.002 | Associated Threat Actor: Kimsuky | AI system prompt_injection by robertmarquez MITRE Technique: T1574.002 | Associated Threat Actor: Kimsuky | prompt_injection | null | null | robertmarquez | null | null | null | null | null | null | null | null | null | null | null | null | model-bad3bfdb | 67aff215c3554c49d2d6e192ee89d482 | b04b89164b9c5438ac07aef03992489d945d12af | null | null |
d48a6671-3b0b-4968-82fd-a68274c0fcb3 | 2025-01-24T17:25:31 | firewall | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|high| desc=Firewall inspect RDP traffic from 27.159.184.56:368 to 10.166.67.181:661 MITRE Technique: T1190 | {
"geo_location": "Vietnam",
"device_hash": "397818cd6cabbdaeff05a4f709da777dfc229d15d2ae84c13fe1ad9843404a63",
"user_agent": "Mozilla/5.0 (Windows NT 6.1; ug-CN; rv:1.9.1.20) Gecko/3098-12-14 05:18:42 Firefox/15.0",
"session_id": "045c416a-8865-4d5a-8111-ad26f51fbea7",
"risk_score": 19.05,
"confidence": 0.51
} | 27.159.184.56 | 10.166.67.181 | null | null | null | MITRE Technique: T1190 | Firewall inspect RDP traffic from 27.159.184.56:368 to 10.166.67.181:661 MITRE Technique: T1190 | inspect | 695,990 | RDP | null | null | null | null | null | null | null | null | 368 | 661 | 3,418 | null | null | null | null | null | null | null |
13124fc6-5e79-4915-852d-2f8dbba2720b | 2025-04-13T13:12:08 | network | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|high| desc=Network protocol_anomaly from 37.109.160.186 to 214.200.108.235 MITRE Technique: T1218.011 | {
"geo_location": "Paraguay",
"device_hash": "8c0a2f01c4e31c7ff1578fc2c99265f0",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 12_5_7 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/10.8u7813.0 Mobile/94Z187 Safari/535.0",
"session_id": "958f3d7b-f04c-4a95-9689-22f54bd49497",
"risk_score": 43.19,
"confidence": 0.53
} | 37.109.160.186 | 214.200.108.235 | null | null | null | MITRE Technique: T1218.011 | Network protocol_anomaly from 37.109.160.186 to 214.200.108.235 MITRE Technique: T1218.011 | protocol_anomaly | 700,173 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
633c396d-9ee1-4d35-9964-3fcac93faabf | 2025-02-19T07:29:13 | iot | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera firmware_update MITRE Technique: T1574.002 noise=us|then|character | {
"geo_location": "Nicaragua",
"device_hash": "245e71b2ca29c5c1066220a43be63273",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_0; rv:1.9.3.20) Gecko/9487-03-13 15:18:35 Firefox/3.6.18",
"session_id": "89cae6bc-52a4-4034-9480-6e5724e1a413",
"risk_score": 4.97,
"confidence": 0.57
} | null | null | null | null | null | MITRE Technique: T1574.002 | IoT device Camera firmware_update MITRE Technique: T1574.002 | firmware_update | null | null | null | null | null | null | null | Camera | iot-c196975b | 9.2 | null | null | null | null | null | null | null | null | null | null |
252001f0-020c-468c-9cca-9e8bbaa1e8b2 | 2025-03-02T01:26:42 | iot | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|info| desc=IoT device HVAC protocol_violation MITRE Technique: T1134.001 | {
"geo_location": "Australia",
"device_hash": "8be2747228dc47ef7a8062610029121521b43804",
"user_agent": "Opera/8.27.(Windows NT 6.1; kok-IN) Presto/2.9.187 Version/12.00",
"session_id": "2a8fd174-04a9-4379-a27e-59bd220f1919",
"risk_score": 92.88,
"confidence": 0.5
} | null | null | null | null | null | MITRE Technique: T1134.001 | IoT device HVAC protocol_violation MITRE Technique: T1134.001 | protocol_violation | null | null | null | null | null | null | null | HVAC | iot-e25142f9 | 5.8 | null | null | null | null | null | null | null | null | null | null |
4715d9ef-e14d-4103-8954-3b04c065fa43 | 2025-04-05T10:02:03 | firewall | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop NTP traffic from 8.225.1.75:423 to 183.209.44.234:114 MITRE Technique: T1486 | {
"geo_location": "Haiti",
"device_hash": "17941e476ab19a326c79bc5de8b5f3fd044459eb",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_6; rv:1.9.4.20) Gecko/4411-08-30 04:57:09 Firefox/3.8",
"session_id": "d6325aae-579b-4f25-9027-6d3929a8ee1b",
"risk_score": 61.84,
"confidence": 0.71
} | 8.225.1.75 | 183.209.44.234 | null | null | null | MITRE Technique: T1486 | Firewall drop NTP traffic from 8.225.1.75:423 to 183.209.44.234:114 MITRE Technique: T1486 | drop | 349,981 | NTP | null | null | null | null | null | null | null | null | 423 | 114 | 2,117 | null | null | null | null | null | null | null |
dc81cc67-d69a-4848-81af-ccfb8270a315 | 2025-07-03T00:44:50 | endpoint | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint driver_load avoid by moramaria No additional info | {
"geo_location": "Myanmar",
"device_hash": "2b9277dddbb2422c191b3f71870810ae2c2be922",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/5.1)",
"session_id": "892e78d8-3f47-45fe-88b0-80e0d2598e92",
"risk_score": 50.02,
"confidence": 0.91
} | null | null | null | null | null | No additional info | Endpoint driver_load avoid by moramaria No additional info | driver_load | null | null | moramaria | avoid | 1,884 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a6964fba-f64d-41a5-888d-185d978bb224 | 2025-03-13T02:52:14 | ids_alert | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|low| desc=Zeek Alert: Credential Stuffing detected from 53.230.242.192 targeting 40.135.122.20 No additional info | {
"geo_location": "Chile",
"device_hash": "2fd1f03801ac64f9d78471c51cb2486d",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; am-ET; rv:1.9.0.20) Gecko/7103-05-26 20:54:12 Firefox/3.6.13",
"session_id": "cb85dc91-09f1-461c-a770-0de985335495",
"risk_score": 64.4,
"confidence": 0.17
} | 53.230.242.192 | 40.135.122.20 | Credential Stuffing | SIG-5690 | Exploit | No additional info | Zeek Alert: Credential Stuffing detected from 53.230.242.192 targeting 40.135.122.20 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
13cd5b3b-18c6-47bf-94fb-5104b6cdf578 | 2025-05-15T19:57:07 | auth | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|medium| desc=Auth success for moniquenolan via password from 124.207.141.40 No additional info | {
"geo_location": "Congo",
"device_hash": "6c2fbe16e7f74959a6c758f9d95274bb90018017",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; iu-CA) AppleWebKit/533.2.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6533.2.3",
"session_id": "2fdfc71f-94a5-445c-9b19-a88868290278",
"risk_score": 57.79,
"confidence": 0.12
} | 124.207.141.40 | null | null | null | null | No additional info | Auth success for moniquenolan via password from 124.207.141.40 No additional info | success | null | null | moniquenolan | null | null | null | null | null | null | null | null | null | null | password | b3:f3:d1:7b:d5:00 | null | null | null | null | null |
5cbe54a7-2112-4b50-8cd1-a30558cce303 | 2025-06-20T01:23:58 | endpoint | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|critical| desc=Endpoint service_install /lose/during.mov by markdowns No additional info | {
"geo_location": "Botswana",
"device_hash": "f4959ec39dadac687780d18c112744a8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Trident/5.0)",
"session_id": "f74949b9-2108-4543-8d24-b82495891df0",
"risk_score": 75.38,
"confidence": 0.88
} | null | null | null | null | null | No additional info | Endpoint service_install /lose/during.mov by markdowns No additional info | service_install | null | null | markdowns | /lose/during.mov | 4,607 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cf162dd2-95b5-43b5-8981-8a9be24d5151 | 2025-04-10T11:20:44 | cloud | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|high| desc=Cloud crypto_mining in GCP by melissacoleman MITRE Technique: T1078.004 | {
"geo_location": "Armenia",
"device_hash": "8fba1e515e22fbea9961225d6f4e8007",
"user_agent": "Mozilla/5.0 (Windows NT 5.1; mag-IN; rv:1.9.0.20) Gecko/5409-09-16 07:47:19 Firefox/8.0",
"session_id": "a8e47fec-20d5-4b1d-bc29-353713172d15",
"risk_score": 91.63,
"confidence": 0.8
} | null | null | null | null | null | MITRE Technique: T1078.004 | Cloud crypto_mining in GCP by melissacoleman MITRE Technique: T1078.004 | crypto_mining | null | null | melissacoleman | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-8ee70e00 |
3ec77ead-c5f3-4875-8e82-49052652b8db | 2025-05-06T14:13:53 | ai | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|info| desc=AI system fine_tuning by hughescraig No additional info | {
"geo_location": "Gabon",
"device_hash": "a0b14d6eaa7048f5d85eb225d0eb436a87705b6d689415d8b276e5d435c34aba",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; ne-NP) AppleWebKit/534.28.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6534.28.6",
"session_id": "3c500104-c277-484a-b759-800251e0c77b",
"risk_score": 47.79,
"confidence": 0.62
} | null | null | null | null | null | No additional info | AI system fine_tuning by hughescraig No additional info | fine_tuning | null | null | hughescraig | null | null | null | null | null | null | null | null | null | null | null | null | model-de002a30 | 27f950134586fe790d5994416b34ba2e | dffeeefcaf3b91dcb35f3f8ac5669e2a | null | null |
b255a8da-3541-4f75-96f8-c479f939f6ce | 2025-05-17T18:27:01 | ids_alert | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|low| desc=FireEye HX Alert: Brute Force detected from 40.230.148.38 targeting 62.209.114.84 No additional info | {
"geo_location": "Saint Vincent and the Grenadines",
"device_hash": "cddcd2228cdfa780c861a68c02ca976c",
"user_agent": "Opera/9.89.(Windows 98; nhn-MX) Presto/2.9.172 Version/11.00",
"session_id": "e74568c0-6abb-450b-a03a-6155a48fa881",
"risk_score": 37.99,
"confidence": 0.77
} | 40.230.148.38 | 62.209.114.84 | Brute Force | SIG-6347 | Recon | No additional info | FireEye HX Alert: Brute Force detected from 40.230.148.38 targeting 62.209.114.84 No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 1.07,
"entropy": 6.98,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
2a489d3e-0d54-4e7c-a6fd-b0279a470699 | 2025-05-08T06:04:28 | iot | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor firmware_update No additional info | {
"geo_location": "Trinidad and Tobago",
"device_hash": "4e0a89393d2c5105dabdff13ba823745bc2ce374",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_5 rv:3.0; ts-ZA) AppleWebKit/535.17.1 (KHTML, like Gecko) Version/4.1 Safari/535.17.1",
"session_id": "ecc403cf-64e1-48e5-bb0a-1045b11edce3",
"risk_score": 67.12,
"confidence": 0.01
} | null | null | null | null | null | No additional info | IoT device Sensor firmware_update No additional info | firmware_update | null | null | null | null | null | null | null | Sensor | iot-a0d6c27d | 2.1 | null | null | null | null | null | null | null | null | null | null |
9cc4de0d-dfcf-40e0-acb0-c4d907315b16 | 2025-03-12T02:22:51 | network | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|info| desc=Network bandwidth_usage from 203.36.91.29 to 126.117.145.52 Associated Threat Actor: Cobalt Group noise=decide|fast|century | {
"geo_location": "Cayman Islands",
"device_hash": "9918f8e9fb500b07946837edb998b1d6",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/535.33.1 (KHTML, like Gecko) Version/5.1 Safari/535.33.1",
"session_id": "7949e2e9-a24d-4bd8-8c29-006f1ba27778",
"risk_score": 39.01,
"confidence": 0.65
} | 203.36.91.29 | 126.117.145.52 | null | null | null | Associated Threat Actor: Cobalt Group | Network bandwidth_usage from 203.36.91.29 to 126.117.145.52 Associated Threat Actor: Cobalt Group | bandwidth_usage | 931,121 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2febf9fe-60a1-4869-a21d-08b17034c128 | 2025-04-18T16:16:18 | cloud | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|high| desc=Cloud shadow_it in OCI by bradleyramirez MITRE Technique: T1134.001 | Unconventional IOC: Quantum random number deviations | {
"geo_location": "Northern Mariana Islands",
"device_hash": "d083625bdc8fd3c5c2407c05636d0c53",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 3_1_3 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/13.0l7705.0 Mobile/04Z927 Safari/536.0",
"session_id": "4a5ea58e-5962-4547-a8be-7dd7bceb0122",
"risk_score": 35.77,
"confidence": 0.68
} | null | null | null | null | null | MITRE Technique: T1134.001 | Unconventional IOC: Quantum random number deviations | Cloud shadow_it in OCI by bradleyramirez MITRE Technique: T1134.001 | Unconventional IOC: Quantum random number deviations | shadow_it | null | null | bradleyramirez | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-be00a2b2 |
bfabd8f0-292a-4a44-a832-5047f02d38f5 | 2025-04-05T20:20:59 | cloud | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|info| desc=Cloud shadow_it in AWS by renee82 MITRE Technique: T1190 | {
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "5ba9194c5d4eda12eea2776f378f36a9fac0db4a",
"user_agent": "Mozilla/5.0 (Linux; Android 12) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/60.0.822.0 Safari/532.2",
"session_id": "fed631cd-5a05-45a1-87b3-de44618674ef",
"risk_score": 75.23,
"confidence": 0.32
} | null | null | null | null | null | MITRE Technique: T1190 | Cloud shadow_it in AWS by renee82 MITRE Technique: T1190 | shadow_it | null | null | renee82 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-14d23f84 |
66d0244e-cbf3-442c-a6c4-0b74657ba16e | 2025-05-13T14:14:41 | iot | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera side_channel No additional info | {
"geo_location": "Jordan",
"device_hash": "9bafab1cd7f879a1b211ab76f9f73878",
"user_agent": "Mozilla/5.0 (Android 4.0; Mobile; rv:12.0) Gecko/12.0 Firefox/12.0",
"session_id": "c42f96a8-a49f-46a0-be27-725c7477963f",
"risk_score": 40.09,
"confidence": 0.6
} | 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-f5b86539 | 8.2 | null | null | null | null | null | null | null | null | null | null |
3fcac5e5-9c99-44da-b05c-ae87715853ce | 2025-03-19T01:27:01 | auth | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for sandra17 via key from 215.45.195.16 MITRE Technique: T1543.003 | Associated Threat Actor: DarkSide | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "78ee55c01243de90f1468912fd0668c6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Trident/5.0)",
"session_id": "9b227e0b-c154-47a2-bc6e-87fa979d026e",
"risk_score": 41.54,
"confidence": 0.33
} | 215.45.195.16 | null | null | null | null | MITRE Technique: T1543.003 | Associated Threat Actor: DarkSide | Auth bypass for sandra17 via key from 215.45.195.16 MITRE Technique: T1543.003 | Associated Threat Actor: DarkSide | bypass | null | null | sandra17 | null | null | null | null | null | null | null | null | null | null | key | 7a:0d:8d:f4:c4:18 | null | null | null | null | null |
2b710fc5-16de-4b12-a365-114574c3c93a | 2025-02-18T23:49:46 | iot | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat protocol_violation No additional info | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "1a78e8014dd9b4f33a9b804019e0456c6c9b9d4876488030e0265228d893df39",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/531.19.4 (KHTML, like Gecko) Version/4.1 Safari/531.19.4",
"session_id": "99156f68-e378-4fff-90e6-a242971d6893",
"risk_score": 35.98,
"confidence": 0.29
} | null | null | null | null | null | No additional info | IoT device Thermostat protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | {
"baseline_deviation": 2.45,
"entropy": 2.69,
"frequency_anomaly": true,
"sequence_anomaly": false
} | Thermostat | iot-7621d8e6 | 10.0 | null | null | null | null | null | null | null | null | null | null |
d118ffe6-3610-496f-b6d6-662a0ce2b8fe | 2025-01-29T10:50:43 | cloud | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|medium| desc=Cloud api_abuse in OCI by patriciathomas No additional info | {
"geo_location": "Montserrat",
"device_hash": "c954fe632509345a5be1ae2b9b2574f2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 95; Trident/3.0)",
"session_id": "f96f7037-3d0d-487e-9504-e977f536f86f",
"risk_score": 54.62,
"confidence": 0.65
} | null | null | null | null | null | No additional info | Cloud api_abuse in OCI by patriciathomas No additional info | api_abuse | null | null | patriciathomas | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-3f8dad40 |
d3b157ae-428e-4846-a284-f284a9fcc9b4 | 2025-01-13T06:34:36 | ai | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|high| desc=AI system fine_tuning by lawrence64 MITRE Technique: T1053.005 | Associated Threat Actor: Scattered Spider | {
"geo_location": "Nicaragua",
"device_hash": "de7291059331fc4e4fa062f65e236817273b1b9ac9b94a14512ea03dc3076263",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/4869-08-13 03:48:05 Firefox/10.0",
"session_id": "2704fee4-7957-474c-98b1-1cea3bdec231",
"risk_score": 41.11,
"confidence": 0.58
} | null | null | null | null | null | MITRE Technique: T1053.005 | Associated Threat Actor: Scattered Spider | AI system fine_tuning by lawrence64 MITRE Technique: T1053.005 | Associated Threat Actor: Scattered Spider | fine_tuning | null | null | lawrence64 | null | null | null | null | null | null | null | null | null | null | null | null | model-40d4d442 | 54d32c4c9b226d4ccd8291bf516ed1a7c55f25fd | 94d2a539901fddde4fcc7ff11b73683bd7d83f26 | null | null |
c570c8ad-1073-4795-a07a-3f4ae7b6f3f9 | 2025-02-23T12:11:45 | firewall | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|high| desc=Firewall drop TCP traffic from 47.108.24.167:838 to 129.113.194.0:762 MITRE Technique: T1190 noise=leg|study|field | {
"geo_location": "Somalia",
"device_hash": "2bd19952bcea3c7abdd3ddf4fcaa337b76560a24",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/534.1.7 (KHTML, like Gecko) Version/5.0.5 Safari/534.1.7",
"session_id": "7b72cac7-75fe-4080-a8ca-7ebec940af7b",
"risk_score": 0,
"confidence": 0.09
} | 47.108.24.167 | 129.113.194.0 | null | null | null | MITRE Technique: T1190 | Firewall drop TCP traffic from 47.108.24.167:838 to 129.113.194.0:762 MITRE Technique: T1190 | drop | 555,953 | TCP | null | null | null | null | null | null | null | null | 838 | 762 | 15 | null | null | null | null | null | null | null |
2af4712d-bdd6-4bba-962f-f1e5716df8bc | 2025-03-08T00:53:06 | cloud | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud lambda_execution in AWS by frankrachel MITRE Technique: T1110.003 | Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Mauritania",
"device_hash": "502334af7f625689499de1b13bc51e459f492d295e9b533581455812fc715e01",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/531.3.4 (KHTML, like Gecko) Version/5.0.3 Safari/531.3.4",
"session_id": "b25c4a20-3926-4ea2-8cea-4fb0b1086cab",
"risk_score": 33.65,
"confidence": 0.86
} | null | null | null | null | null | MITRE Technique: T1110.003 | Unconventional IOC: Unusual DNS TXT records | Cloud lambda_execution in AWS by frankrachel MITRE Technique: T1110.003 | Unconventional IOC: Unusual DNS TXT records | lambda_execution | null | null | frankrachel | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-5e0b2d0d |
9dc6d511-4c80-45a6-ba05-93a31de6742a | 2025-04-02T11:37:01 | ids_alert | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|high| desc=QRadar Alert: Fileless Attack detected from 66.237.144.160 targeting 77.128.150.82 No additional info | {
"geo_location": "Vietnam",
"device_hash": "6397792356d64e1a92d2809ed49e76cc2525721fd9a55c2d6abf19c7a9caaa9c",
"user_agent": "Opera/9.75.(Windows NT 11.0; cmn-TW) Presto/2.9.170 Version/11.00",
"session_id": "5fc2ab37-01ff-4fc9-b4e8-65d67698587e",
"risk_score": 48.58,
"confidence": 0.17
} | 66.237.144.160 | 77.128.150.82 | Fileless Attack | SIG-5456 | Policy | No additional info | QRadar Alert: Fileless Attack detected from 66.237.144.160 targeting 77.128.150.82 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f1c40141-4114-4f81-8dcb-a673b82f04a4 | 2025-04-07T19:27:57 | ids_alert | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|medium| desc=Zeek Alert: AI Model Poisoning detected from 83.84.125.20 targeting 222.84.11.202 No additional info | {
"geo_location": "Tajikistan",
"device_hash": "310701b0ebeb9de5d6ef2fe384b1597aa69a1b09fdfa38fae8e00c8caf0c8eca",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/534.50.1 (KHTML, like Gecko) Version/5.0.3 Safari/534.50.1",
"session_id": "7ad8804e-20d1-4f08-bc05-f12453b39bb4",
"risk_score": 44.09,
"confidence": 0.82
} | 83.84.125.20 | 222.84.11.202 | AI Model Poisoning | SIG-5956 | Evasion | No additional info | Zeek Alert: AI Model Poisoning detected from 83.84.125.20 targeting 222.84.11.202 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9f4c58c3-9f31-42e8-a6d8-82c28a791082 | 2025-01-25T09:35:33 | ids_alert | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|medium| desc=AlienVault Alert: Zero-Day Exploit detected from 10.144.195.204 targeting 15.223.111.206 No additional info | {
"geo_location": "Antarctica (the territory South of 60 deg S)",
"device_hash": "1712ccf6d452b883a7cae899cdfa5eafee30ba50",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.01; Trident/3.1)",
"session_id": "3809bc37-2006-4180-a034-1a21fed510e9",
"risk_score": 97.53,
"confidence": 0.26
} | 10.144.195.204 | 15.223.111.206 | Zero-Day Exploit | SIG-3035 | Exploit | No additional info | AlienVault Alert: Zero-Day Exploit detected from 10.144.195.204 targeting 15.223.111.206 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f655829e-0378-49d9-8c51-709a850652d6 | 2025-06-13T16:26:35 | firewall | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only NTP traffic from 18.171.211.26:123 to 10.126.51.84:145 No additional info | {
"geo_location": "Philippines",
"device_hash": "78548cee94272c3c25cea807cfee0a8f17d64dd2",
"user_agent": "Opera/8.19.(X11; Linux x86_64; lij-IT) Presto/2.9.169 Version/11.00",
"session_id": "c5e0419b-fe98-4ed2-b822-1ba1613160d4",
"risk_score": 56.63,
"confidence": 0.34
} | 18.171.211.26 | 10.126.51.84 | null | null | null | No additional info | Firewall log-only NTP traffic from 18.171.211.26:123 to 10.126.51.84:145 No additional info | log-only | 132,605 | NTP | null | null | null | null | null | null | null | null | 123 | 145 | 1,590 | null | null | null | null | null | null | null |
c4b1cd89-9eab-4fb6-b486-c8f6d05ca79f | 2025-02-06T03:56:28 | firewall | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|info| desc=Firewall allow NTP traffic from 208.187.114.158:33248 to 86.105.182.74:616 MITRE Technique: T1110.003 noise=58475BC0 | {
"geo_location": "Uruguay",
"device_hash": "628255a2ffdfdd07390b59fd39336b71d368795745c84b80522857baa77744af",
"user_agent": "Opera/9.14.(Windows 95; tn-ZA) Presto/2.9.163 Version/11.00",
"session_id": "95ea98b4-bba2-40bc-817f-ae594e251108",
"risk_score": 58.02,
"confidence": 0.73
} | 208.187.114.158 | 86.105.182.74 | null | null | null | MITRE Technique: T1110.003 | Firewall allow NTP traffic from 208.187.114.158:33248 to 86.105.182.74:616 MITRE Technique: T1110.003 | allow | 72,377 | NTP | null | null | null | null | null | null | null | null | 33,248 | 616 | 654 | null | null | null | null | null | null | null |
37051da1-087d-4af0-b663-0517ed3595df | 2025-04-25T13:17:30 | ids_alert | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|critical| desc=Palo Alto Cortex Alert: Brute Force detected from 202.246.40.241 targeting 13.163.57.119 No additional info | {
"geo_location": "United States Minor Outlying Islands",
"device_hash": "9bf4c561e6bc37109e3bb393ba5904d8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Trident/4.0)",
"session_id": "0df3b0cd-3924-4f4c-b440-86f08ed56908",
"risk_score": 26.26,
"confidence": 0.06
} | 202.246.40.241 | 13.163.57.119 | Brute Force | SIG-8353 | Recon | No additional info | Palo Alto Cortex Alert: Brute Force detected from 202.246.40.241 targeting 13.163.57.119 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6e094b10-2ce7-4c79-8beb-e524609cf094 | 2025-06-14T08:17:03 | iot | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor unusual_activity No additional info noise=525714F8 | {
"geo_location": "Norfolk Island",
"device_hash": "1aa85264c45f100ed5f13b75985c220304c9c04a",
"user_agent": "Opera/9.91.(Windows CE; it-CH) Presto/2.9.165 Version/10.00",
"session_id": "62825923-fdc8-40fe-8696-352317ce0b0a",
"risk_score": 36.86,
"confidence": 0.57
} | null | null | null | null | null | No additional info | IoT device Sensor unusual_activity No additional info | unusual_activity | null | null | null | null | null | null | null | Sensor | iot-91c61ce3 | 2.2 | null | null | null | null | null | null | null | null | null | null |
87b8ae94-f92d-4175-953f-637a64e52498 | 2025-01-26T10:02:18 | firewall | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|low| desc=Firewall deny UDP traffic from 30.196.31.198:861 to 94.186.40.206:149 Beaconing behavior detected noise=BE499884 | {
"geo_location": "Solomon Islands",
"device_hash": "4f91e6b5d12bb58e44040ec9e45a61732b01743c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; nl-BE) AppleWebKit/533.41.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B117 Safari/6533.41.2",
"session_id": "ab247447-8919-45e2-98cb-2fc5f5dc9ebb",
"risk_score": 62.01,
"confidence": 0.69
} | 30.196.31.198 | 94.186.40.206 | null | null | null | Beaconing behavior detected | Firewall deny UDP traffic from 30.196.31.198:861 to 94.186.40.206:149 Beaconing behavior detected | deny | 563,504 | UDP | null | null | null | null | null | null | null | null | 861 | 149 | 1,170 | null | null | null | null | null | null | null |
32ba09b1-54ba-4b4b-869d-62e2318aa11b | 2025-05-28T00:29:29 | iot | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|low| desc=IoT device Medical battery_drain No additional info | {
"geo_location": "Saudi Arabia",
"device_hash": "e4377222ed145f08c42528b9c5ed85239d9a26ce7e8f4e297ec4e7f2c0a3a812",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_6) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/61.0.837.0 Safari/532.1",
"session_id": "7504b3df-7410-4b96-84c6-fc76389eefbd",
"risk_score": 66.15,
"confidence": 0.17
} | 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-4d6437ca | 4.7 | null | null | null | null | null | null | null | null | null | null |
ca1128bd-a52e-4306-a044-431506c226f4 | 2025-03-02T00:06:29 | ids_alert | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|medium| desc=LogRhythm Alert: XSS detected from 193.88.169.1 targeting N/A No additional info | {
"geo_location": "Faroe Islands",
"device_hash": "61485d7647bdc1464562e999c1a1bf49eb9d475a",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; sd-IN) AppleWebKit/533.26.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6533.26.5",
"session_id": "b23324d7-0fb3-402b-9830-748d34e55a46",
"risk_score": 71.1,
"confidence": 0.62
} | 193.88.169.1 | N/A | XSS | SIG-6171 | Policy | No additional info | LogRhythm Alert: XSS detected from 193.88.169.1 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 |
6fc9b415-d7a5-4fbc-a00b-ab87c92ca5e8 | 2025-03-10T03:55:21 | ai | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|low| desc=AI system adversarial_input by tsmith No additional info | {
"geo_location": "Turkmenistan",
"device_hash": "620c198defc1bdefe78ee0e5bc7273bd6d00db79",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; an-ES) AppleWebKit/534.15.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6534.15.6",
"session_id": "72189e54-d7f0-4b1d-899d-9b15a9b99993",
"risk_score": 45.85,
"confidence": 0.58
} | null | null | null | null | null | No additional info | AI system adversarial_input by tsmith No additional info | adversarial_input | null | null | tsmith | null | null | null | null | null | null | null | null | null | null | null | null | model-6fcd1be1 | cfc983500d1a8aae3420e438f5c5ce5781cfbb05 | a06995ebfdb8f5624d667f6c05a989463e992677 | null | null |
62ac3720-df7d-44da-b3e7-e947b97980fa | 2025-03-02T03:33:06 | cloud | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|high| desc=Cloud permission_escalation in Alibaba by jcuevas No additional info noise=DEABE00F | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "df774c3fc290be84601e3e8638216e54674a80ff",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_3; rv:1.9.3.20) Gecko/4459-11-13 14:28:39 Firefox/3.6.16",
"session_id": "255f25cd-67db-4f3e-ac06-cef64eee02c1",
"risk_score": 6.93,
"confidence": 0.22
} | null | null | null | null | null | No additional info | Cloud permission_escalation in Alibaba by jcuevas No additional info | permission_escalation | null | null | jcuevas | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-c120fc78 |
b2d1f0a3-af10-4abe-b0a0-7496724a472d | 2025-05-01T19:10:30 | cloud | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|low| desc=Cloud crypto_mining in Azure by zstone No additional info | {
"geo_location": "Cyprus",
"device_hash": "38bb79cd78e328d4945e139260fe5e58769a402a89d3f0caac4a829a103f3426",
"user_agent": "Mozilla/5.0 (Linux; Android 8.1.0) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/40.0.856.0 Safari/534.0",
"session_id": "be01ea4e-6753-4b93-86cd-7c2ed6bf78df",
"risk_score": 63.48,
"confidence": 0.5
} | null | null | null | null | null | No additional info | Cloud crypto_mining in Azure by zstone No additional info | crypto_mining | null | null | zstone | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-28a90733 |
cff19464-a0c1-463c-b858-bad3a7954fd2 | 2025-05-26T01:26:20 | endpoint | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load story by davisdonald MITRE Technique: T1566.001 noise=baby|college|speech | {
"geo_location": "Thailand",
"device_hash": "0f94d9b145b45055a68a527446d33f7c39dff2f8e7b523117874944a13e4b8f7",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_1_2 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) CriOS/35.0.839.0 Mobile/20B206 Safari/535.0",
"session_id": "920eadd3-2001-4e33-8040-fdfeae18816d",
"risk_score": 41.81,
"confidence": 0.24
} | null | null | null | null | null | MITRE Technique: T1566.001 | Endpoint driver_load story by davisdonald MITRE Technique: T1566.001 | driver_load | null | null | davisdonald | story | 6,687 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3b76829a-0896-4f19-b206-831d079917e8 | 2025-05-02T21:34:18 | ai | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|low| desc=AI system model_access by tbryant MITRE Technique: T1566.001 | {
"geo_location": "Greenland",
"device_hash": "724afe3f24f9fe74095841443252f9618d67c7d9",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_2 rv:2.0; as-IN) AppleWebKit/531.39.6 (KHTML, like Gecko) Version/5.0.5 Safari/531.39.6",
"session_id": "655da220-e314-45f1-a5ae-e0b794a045f0",
"risk_score": 41.7,
"confidence": 0.98
} | null | null | null | null | null | MITRE Technique: T1566.001 | AI system model_access by tbryant MITRE Technique: T1566.001 | model_access | null | null | tbryant | null | null | null | null | null | null | null | null | null | null | null | null | model-8e542050 | 61ec2d82f8018598652a53e24a9f809364188a8e939ff8befc8555a657a467c2 | bfbbe46a6c6df6fddbd6e2ef94bb5233 | null | null |
fd9eb630-7a00-481c-b5ae-2a4f7dbccb5a | 2025-02-14T06:22:45 | auth | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|low| desc=Auth challenge for gbailey via key from 151.40.151.202 No additional info | {
"geo_location": "Bahrain",
"device_hash": "832c62efb47598e582057e0455924b877e1750b2f8c3fb69effe76649bb3e89d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/5.1)",
"session_id": "0915dcce-3a42-41e7-a699-8348fcf61bcc",
"risk_score": 47,
"confidence": 0.86
} | 151.40.151.202 | null | null | null | null | No additional info | Auth challenge for gbailey via key from 151.40.151.202 No additional info | challenge | null | null | gbailey | null | null | null | null | null | null | null | null | null | null | key | b4:1f:64:9f:de:e3 | null | null | null | null | null |
c57bfdb1-1e2e-468a-8932-1ceb59d7f6fb | 2025-01-26T02:29:02 | ids_alert | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|high| desc=Carbon Black Alert: Fileless Attack detected from 6.26.136.92 targeting 200.248.187.82 MITRE Technique: T1543.003 noise=A3772BB8 | {
"geo_location": "Swaziland",
"device_hash": "8662561acf6aac0105dd37c279c99b8da1edc12a6c21adfae6656f67d083182d",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; af-ZA) AppleWebKit/535.44.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6535.44.5",
"session_id": "c2bdffce-2c55-4d13-ac5c-8cee0be6aad3",
"risk_score": 65.01,
"confidence": 0
} | 6.26.136.92 | 200.248.187.82 | Fileless Attack | SIG-8417 | Policy | MITRE Technique: T1543.003 | Carbon Black Alert: Fileless Attack detected from 6.26.136.92 targeting 200.248.187.82 MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
59c5e00e-0122-4bab-a67a-095f8e906260 | 2025-04-27T13:02:39 | auth | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|high| desc=Auth bypass for jenningsjessica via password from 116.146.170.1 Associated Threat Actor: Lazarus Group | {
"geo_location": "Turkey",
"device_hash": "7f700c2400dabd4f9dd235dee4583556a04d3762524b499316b0201d22c05411",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 9_3_5 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) FxiOS/15.7a3339.0 Mobile/90Z666 Safari/534.1",
"session_id": "b7146c36-f3a3-493e-aeef-0fb8bbbbbeb7",
"risk_score": 66.24,
"confidence": 0.23
} | 116.146.170.1 | null | null | null | null | Associated Threat Actor: Lazarus Group | Auth bypass for jenningsjessica via password from 116.146.170.1 Associated Threat Actor: Lazarus Group | bypass | null | null | jenningsjessica | null | null | null | null | null | null | null | null | null | null | password | df:b3:6b:af:b5:6d | null | null | null | null | null |
85f9fab0-9003-4795-b993-ef5e7fb12972 | 2025-05-19T21:00:42 | iot | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor unusual_activity No additional info | {
"geo_location": "Chile",
"device_hash": "4d881d89402ed982aac8ebc3eb31acfe4bc811fe",
"user_agent": "Opera/9.43.(X11; Linux i686; sd-PK) Presto/2.9.175 Version/11.00",
"session_id": "8d5cf02c-6383-4427-a121-16facf31065e",
"risk_score": 61.5,
"confidence": 0.84
} | null | null | null | null | null | No additional info | IoT device Sensor unusual_activity No additional info | unusual_activity | null | null | null | null | null | null | {
"baseline_deviation": 0.72,
"entropy": 7.46,
"frequency_anomaly": false,
"sequence_anomaly": true
} | Sensor | iot-c1d3c59b | 8.5 | null | null | null | null | null | null | null | null | null | null |
d95c9eb6-7ecf-43a5-829f-ee8caa40ab30 | 2025-03-06T13:10:33 | iot | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat physical_tamper No additional info | {
"geo_location": "Rwanda",
"device_hash": "5db6873d537d2a9d1b6a306e5fad8baab841dae3eefadb65531c8532488ddffe",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; tcy-IN; rv:1.9.2.20) Gecko/6558-09-07 00:28:27 Firefox/3.6.17",
"session_id": "c99af92e-f67b-4248-a3d0-37b780e10eba",
"risk_score": 74.6,
"confidence": 0.37
} | null | null | null | null | null | No additional info | IoT device Thermostat physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Thermostat | iot-8eaffd04 | 6.3 | null | null | null | null | null | null | null | null | null | null |
c285f991-66b2-4189-ac62-5aa654a03744 | 2025-06-11T10:16:52 | ids_alert | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|low| desc=Splunk Alert: Supply Chain Compromise detected from 107.92.177.93 targeting N/A MITRE Technique: T1204.002 | {
"geo_location": "Aruba",
"device_hash": "cc1d9a346aa7edf08887fcfb3de968a2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 4.0; Trident/4.0)",
"session_id": "c52fb789-f2a0-418f-9d3e-0ba62659a713",
"risk_score": 44.76,
"confidence": 0.33
} | 107.92.177.93 | N/A | Supply Chain Compromise | SIG-1423 | Malware | MITRE Technique: T1204.002 | Splunk Alert: Supply Chain Compromise detected from 107.92.177.93 targeting N/A MITRE Technique: T1204.002 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
929b4e81-3739-455c-a6f5-d6928e9cdd09 | 2025-06-12T10:14:58 | cloud | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud storage_access in OCI by hernandezdaniel MITRE Technique: T1110.003 | {
"geo_location": "Kazakhstan",
"device_hash": "a7635a6635dd285bbf24eeb37eff7419",
"user_agent": "Mozilla/5.0 (Linux; Android 4.2.1) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/13.0.875.0 Safari/536.2",
"session_id": "cf87f59d-ae56-473d-8c8f-aaf39be4fe0a",
"risk_score": 56.95,
"confidence": 0.35
} | null | null | null | null | null | MITRE Technique: T1110.003 | Cloud storage_access in OCI by hernandezdaniel MITRE Technique: T1110.003 | storage_access | null | null | hernandezdaniel | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-30280bf4 |
099ae254-7916-407f-95fc-f9402f1238e0 | 2025-02-26T12:45:34 | ai | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|critical| desc=AI system training_data_poisoning by priley No additional info | {
"geo_location": "Ireland",
"device_hash": "b59a045df687a559607ae8f216dc4a8f",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/9274-11-24 23:19:16 Firefox/3.6.9",
"session_id": "30e80df6-dc87-4eca-837d-44ba864d7318",
"risk_score": 45.2,
"confidence": 0.45
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by priley No additional info | training_data_poisoning | null | null | priley | null | null | null | null | null | null | null | null | null | null | null | null | model-97346375 | f07ffad43ef4107f1a2b71af7d4e5fc37e70a51a6f61b3751e8491d1c5aad4ec | 54c703e5bf3d6f810d28adec8b79676b | null | null |
7c6552ba-ac92-4522-b3f9-14c240a0a658 | 2025-02-12T04:10:57 | ai | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by drogers No additional info noise=BB04430C | {
"geo_location": "Azerbaijan",
"device_hash": "f4071d3c717ce4dcdbd50033789f8e129061c83b8c1ca6254fb6a1186fec5af5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.0; Trident/3.0)",
"session_id": "424a6490-97d3-41e6-ab9f-c6e7c9c90799",
"risk_score": 74.8,
"confidence": 0.9
} | null | null | null | null | null | No additional info | AI system prompt_injection by drogers No additional info | prompt_injection | null | null | drogers | null | null | null | {
"baseline_deviation": 2.17,
"entropy": 5.01,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | model-c0788353 | c34e8a56b49576a8fbcf40296b6a952e | 93a321e3d3bdb1393fcfd0eadf0d56d7 | null | null |
5b82ed16-9743-4871-bc1a-d275b3e33fa9 | 2025-06-02T01:04:27 | ids_alert | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|critical| desc=OSSEC Alert: Cloud API Abuse detected from 130.31.191.223 targeting 15.177.229.71 Unconventional IOC: CPU microcode changes | {
"geo_location": "Norway",
"device_hash": "52c73515525eb865b4e142624c03def6893b8ffcedc8832c8d57b07ae094b1c8",
"user_agent": "Mozilla/5.0 (Windows NT 5.01) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/47.0.886.0 Safari/534.1",
"session_id": "36029896-a593-405b-9c6d-75647ac819a7",
"risk_score": 70.51,
"confidence": 0.34
} | 130.31.191.223 | 15.177.229.71 | Cloud API Abuse | SIG-1614 | Malware | Unconventional IOC: CPU microcode changes | OSSEC Alert: Cloud API Abuse detected from 130.31.191.223 targeting 15.177.229.71 Unconventional IOC: CPU microcode changes | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
446b5ae8-6fb4-481d-a8b1-ff80bbf6ea22 | 2025-03-03T23:20:00 | network | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|high| desc=Network protocol_anomaly from 152.0.54.142 to 187.82.201.72 MITRE Technique: T1059.005 | Associated Threat Actor: Sandworm Team | {
"geo_location": "French Polynesia",
"device_hash": "aa895c6bec4ec850042bf55c787e5a90bf6232cbe3534303408b3e6f022a7ae8",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 2_2_1 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) FxiOS/16.0f9946.0 Mobile/63K472 Safari/533.0",
"session_id": "d08d5171-bfed-418e-b656-ee5f31b6c2a1",
"risk_score": 39.44,
"confidence": 0.82
} | 152.0.54.142 | 187.82.201.72 | null | null | null | MITRE Technique: T1059.005 | Associated Threat Actor: Sandworm Team | Network protocol_anomaly from 152.0.54.142 to 187.82.201.72 MITRE Technique: T1059.005 | Associated Threat Actor: Sandworm Team | protocol_anomaly | 362,304 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d74a2a32-089e-474e-b3da-33918a82f2fa | 2025-04-16T06:19:29 | endpoint | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|high| desc=Endpoint wmi_exec /treatment/whatever.jpeg by hailey86 No additional info | {
"geo_location": "Micronesia",
"device_hash": "7a9117b8ec621121b333546c673caf01771c2805",
"user_agent": "Opera/9.71.(Windows NT 11.0; nb-NO) Presto/2.9.178 Version/11.00",
"session_id": "5c70c9a0-ca45-4e71-bbf8-cc3fa1c1095a",
"risk_score": 44.28,
"confidence": 0.61
} | null | null | null | null | null | No additional info | Endpoint wmi_exec /treatment/whatever.jpeg by hailey86 No additional info | wmi_exec | null | null | hailey86 | /treatment/whatever.jpeg | 3,387 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e68a9b92-d927-4cb9-b609-6d997cb41b33 | 2025-05-10T08:23:14 | 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 Camera protocol_violation No additional info | {
"geo_location": "Comoros",
"device_hash": "a35314fadeca327a66b782ce4fe16a84",
"user_agent": "Mozilla/5.0 (Android 12; Mobile; rv:54.0) Gecko/54.0 Firefox/54.0",
"session_id": "48e953c7-784f-4574-805b-129244e1d79c",
"risk_score": 49.86,
"confidence": 0.58
} | 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-a88ed5a5 | 2.8 | null | null | null | null | null | null | null | null | null | null |
7df8d3c7-d420-4eae-b2be-2a2675e5db03 | 2025-06-30T21:08:47 | firewall | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|info| desc=Firewall inspect UDP traffic from 91.199.2.255:836 to 223.121.4.41:9448 MITRE Technique: T1059.001 | {
"geo_location": "Pitcairn Islands",
"device_hash": "69e54c884560b9cc16fb50aca9c639f939e784ef",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_9 rv:3.0; tr-TR) AppleWebKit/531.8.2 (KHTML, like Gecko) Version/5.1 Safari/531.8.2",
"session_id": "6ec95a23-1dfe-42a0-a414-fc2314091963",
"risk_score": 49.44,
"confidence": 0.41
} | 91.199.2.255 | 223.121.4.41 | null | null | null | MITRE Technique: T1059.001 | Firewall inspect UDP traffic from 91.199.2.255:836 to 223.121.4.41:9448 MITRE Technique: T1059.001 | inspect | 663,522 | UDP | null | null | null | null | null | null | null | null | 836 | 9,448 | 1,923 | null | null | null | null | null | null | null |
43cfdd0b-4938-4826-aa2e-5a485c6d0826 | 2025-06-27T06:20:27 | cloud | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|info| desc=Cloud storage_access in Alibaba by craigsean No additional info | {
"geo_location": "Eritrea",
"device_hash": "64218a79613c464f31832c3b06dfcab8e45d5318",
"user_agent": "Mozilla/5.0 (Android 2.3.6; Mobile; rv:22.0) Gecko/22.0 Firefox/22.0",
"session_id": "951bf3cf-ec1f-4ec4-9a44-dbf85adba560",
"risk_score": 55.85,
"confidence": 0.61
} | null | null | null | null | null | No additional info | Cloud storage_access in Alibaba by craigsean No additional info | storage_access | null | null | craigsean | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-3061623e |
94204949-2c75-439f-b2b6-714b72070617 | 2025-05-15T05:19:36 | network | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|critical| desc=Network beaconing from 200.116.83.92 to 63.118.150.31 No additional info | {
"geo_location": "Iraq",
"device_hash": "08abe0c8519c2e9721e6e50ed55956bf5902b7d5",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_2_1 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) CriOS/22.0.871.0 Mobile/42N178 Safari/536.0",
"session_id": "6aebed15-2d52-48d9-ade9-4627a00bd484",
"risk_score": 6.5,
"confidence": 0.63
} | 200.116.83.92 | 63.118.150.31 | null | null | null | No additional info | Network beaconing from 200.116.83.92 to 63.118.150.31 No additional info | beaconing | 106,068 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d54c1741-1873-48fe-b67f-e8623fa008ff | 2025-01-21T23:09:38 | iot | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|low| desc=IoT device Camera battery_drain No additional info | {
"geo_location": "Iran",
"device_hash": "3e929c7f2d0d4aefcbdf71adfe4d60e8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.2; Trident/3.0)",
"session_id": "38bc6e21-507b-4068-bea1-4d075f942216",
"risk_score": 34.33,
"confidence": 0.14
} | 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-1f8dc361 | 5.5 | null | null | null | null | null | null | null | null | null | null |
e4f13113-f668-4968-8472-4d68e4c0de30 | 2025-02-24T07:23:04 | network | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|low| desc=Network covert_channel from 91.6.143.57 to 213.77.156.186 MITRE Technique: T1078.004 | Possible protocol tunneling | {
"geo_location": "Tokelau",
"device_hash": "b8b5cd4eefc16e6c7a7d50d9c428a317",
"user_agent": "Opera/9.89.(X11; Linux x86_64; shs-CA) Presto/2.9.170 Version/10.00",
"session_id": "160f21ad-0a2a-45d3-9716-ee9c4b882c63",
"risk_score": 37.89,
"confidence": 0.4
} | 91.6.143.57 | 213.77.156.186 | null | null | null | MITRE Technique: T1078.004 | Possible protocol tunneling | Network covert_channel from 91.6.143.57 to 213.77.156.186 MITRE Technique: T1078.004 | Possible protocol tunneling | covert_channel | 875,539 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b4f2e778-7470-43e6-9d77-4b9d3736a8e0 | 2025-02-11T03:27:40 | iot | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|info| desc=IoT device HVAC unusual_activity No additional info | {
"geo_location": "Holy See (Vatican City State)",
"device_hash": "ecdd144a932cc2acff43e58723f823daffc06174",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.0; Trident/4.1)",
"session_id": "5238653d-f9f6-4188-a06c-1a80d9af732b",
"risk_score": 70.93,
"confidence": 0.15
} | null | null | null | null | null | No additional info | IoT device HVAC unusual_activity No additional info | unusual_activity | null | null | null | null | null | null | null | HVAC | iot-89618d98 | 5.1 | null | null | null | null | null | null | null | null | null | null |
28528694-b3ad-4248-a3c5-a2a29692ca92 | 2025-07-05T15:04:59 | firewall | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only SSH traffic from 178.103.78.253:45018 to 163.33.26.132:10191 MITRE Technique: T1566.001 | {
"geo_location": "Grenada",
"device_hash": "04c2edf6f1005079c4e75a2c96c21fa5b17e671a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/5.0)",
"session_id": "d0248d08-e3bb-4d20-bbc1-88a61032c6cd",
"risk_score": 74.51,
"confidence": 0.16
} | 178.103.78.253 | 163.33.26.132 | null | null | null | MITRE Technique: T1566.001 | Firewall log-only SSH traffic from 178.103.78.253:45018 to 163.33.26.132:10191 MITRE Technique: T1566.001 | log-only | 973,275 | SSH | null | null | null | null | {
"baseline_deviation": 0.86,
"entropy": 4.96,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 45,018 | 10,191 | 1,318 | null | null | null | null | null | null | null |
65b9dfdc-da1d-4ce2-982c-726dc53a26b3 | 2025-05-05T09:54:49 | iot | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC firmware_update MITRE Technique: T1547.001 | {
"geo_location": "Puerto Rico",
"device_hash": "b6962e23eb34dd3ccf151f8bafbebc0005f03db08b9e18f9f540a697adcf8f16",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/3.0)",
"session_id": "3da47030-c430-486c-8a2a-a1fc05f21451",
"risk_score": 29.8,
"confidence": 0.15
} | null | null | null | null | null | MITRE Technique: T1547.001 | IoT device HVAC firmware_update MITRE Technique: T1547.001 | firmware_update | null | null | null | null | null | null | null | HVAC | iot-3a5f881d | 3.8 | null | null | null | null | null | null | null | null | null | null |
09dd29e4-b816-4c27-a57f-f22e9c02a645 | 2025-04-19T22:20:16 | ids_alert | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|medium| desc=ArcSight Alert: Container Escape detected from 173.243.76.41 targeting 184.164.22.42 No additional info | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "5e24e85c93904ada55cac411a9a45f62",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 3_1_3 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/12.0w0624.0 Mobile/96F634 Safari/535.1",
"session_id": "3e90318e-4056-48d7-96e1-c75c36b269d6",
"risk_score": 52.08,
"confidence": 0.43
} | 173.243.76.41 | 184.164.22.42 | Container Escape | SIG-6343 | Malware | No additional info | ArcSight Alert: Container Escape detected from 173.243.76.41 targeting 184.164.22.42 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
22bfeffe-4277-4ab8-8938-9c76d1f864d4 | 2025-04-17T13:05:43 | iot | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera battery_drain Sensor spoofing detected | {
"geo_location": "Namibia",
"device_hash": "703b9564e54813cdac0df691c61d799eb98600b4",
"user_agent": "Opera/8.15.(Windows NT 5.0; de-LU) Presto/2.9.181 Version/11.00",
"session_id": "373bc227-1941-4efa-a3d5-a438bd827c66",
"risk_score": 16.67,
"confidence": 0.73
} | null | null | null | null | null | Sensor spoofing detected | IoT device Camera battery_drain Sensor spoofing detected | battery_drain | null | null | null | null | null | null | null | Camera | iot-43a4cc12 | 7.1 | null | null | null | null | null | null | null | null | null | null |
c4cfce5b-5ed2-45fc-b6b5-a73261fd0ec5 | 2025-01-31T17:10:29 | ids_alert | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|low| desc=Microsoft Sentinel Alert: MFA Bypass detected from 201.32.225.8 targeting N/A Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Burundi",
"device_hash": "b1b690105e28ee9f48251ff9a1b5e22a",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_8 rv:6.0; ayc-PE) AppleWebKit/532.47.5 (KHTML, like Gecko) Version/5.0.3 Safari/532.47.5",
"session_id": "c371de22-759e-4f09-8f8a-d0b197640619",
"risk_score": 39.82,
"confidence": 0.72
} | 201.32.225.8 | N/A | MFA Bypass | SIG-3494 | Recon | Unconventional IOC: Thermal sensor anomalies | Microsoft Sentinel Alert: MFA Bypass detected from 201.32.225.8 targeting N/A 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 |
d07fc198-649c-4fb4-8e15-91a2896191a3 | 2025-05-24T04:00:20 | cloud | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud permission_escalation in OCI by rlewis No additional info | {
"geo_location": "San Marino",
"device_hash": "7bf05d4727c5570aaecf497aaf8667da",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 13_5_1 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) FxiOS/10.9j1271.0 Mobile/16Y302 Safari/532.2",
"session_id": "9a1299bc-8f47-499e-8001-528aa9815d3c",
"risk_score": 27.48,
"confidence": 0.7
} | null | null | null | null | null | No additional info | Cloud permission_escalation in OCI by rlewis No additional info | permission_escalation | null | null | rlewis | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-7c94c79d |
867759f1-5d1d-4ab0-98c7-5bf620d0196d | 2025-05-20T05:22:46 | cloud | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|high| desc=Cloud instance_creation in Azure by brownlisa MITRE Technique: T1486 | Associated Threat Actor: APT29 noise=also|force|next | {
"geo_location": "South Africa",
"device_hash": "e7dbc87eba03e60a0c16ac76d32948c6",
"user_agent": "Opera/8.11.(Windows NT 4.0; ks-IN) Presto/2.9.172 Version/10.00",
"session_id": "b4dc14be-3206-4b4b-bb3c-491bd522fc0e",
"risk_score": 38.27,
"confidence": 0.35
} | null | null | null | null | null | MITRE Technique: T1486 | Associated Threat Actor: APT29 | Cloud instance_creation in Azure by brownlisa MITRE Technique: T1486 | Associated Threat Actor: APT29 | instance_creation | null | null | brownlisa | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-670533c1 |
13b871a2-1646-4611-b173-fb36756b9396 | 2025-01-25T00:50:28 | endpoint | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|low| desc=Endpoint process_start /about/food.webm by christophergarcia MITRE Technique: T1059.005 | {
"geo_location": "Fiji",
"device_hash": "b89962bbae16645d085e5605c7ea08df",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.2; Trident/4.0)",
"session_id": "eea06611-1e83-4408-afa7-b989a86c3d8d",
"risk_score": 71.11,
"confidence": 0.3
} | null | null | null | null | null | MITRE Technique: T1059.005 | Endpoint process_start /about/food.webm by christophergarcia MITRE Technique: T1059.005 | process_start | null | null | christophergarcia | /about/food.webm | 4,259 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
57d5d7be-1f34-47e7-8427-fd5ac954803c | 2021-10-28T15:55:26 | firewall | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|info| desc=Firewall drop ICMP traffic from 10.165.111.113:9 to 10.35.219.175:1013 No additional info | {
"geo_location": "Uruguay",
"device_hash": "cd66bfb182cd042ba201946a328e8d8f143232de",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/535.48.2 (KHTML, like Gecko) Version/5.0.4 Safari/535.48.2",
"session_id": "c3054c3a-4561-4a4f-b0a4-b4dba43e0a09",
"risk_score": 43.74,
"confidence": 0.78
} | 10.165.111.113 | 10.35.219.175 | null | null | null | No additional info | Firewall drop ICMP traffic from 10.165.111.113:9 to 10.35.219.175:1013 No additional info | drop | 343,662 | ICMP | null | null | null | null | null | null | null | null | 9 | 1,013 | 2,039 | null | null | null | null | null | null | null |
55ab1c50-6197-42b3-9d9a-88d03c92934f | 2025-06-12T06:49:31 | network | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|info| desc=Network disconnection from 10.33.77.173 to 16.254.105.255 MITRE Technique: T1543.003 | {
"geo_location": "Niue",
"device_hash": "cee5bc45543661eb5981767d2c46573cc46f0446",
"user_agent": "Mozilla/5.0 (Linux; Android 8.1.0) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/48.0.869.0 Safari/534.0",
"session_id": "0159e39c-1a3a-48ad-9502-bd7251be1cfd",
"risk_score": 46.56,
"confidence": 0.43
} | 10.33.77.173 | 16.254.105.255 | null | null | null | MITRE Technique: T1543.003 | Network disconnection from 10.33.77.173 to 16.254.105.255 MITRE Technique: T1543.003 | disconnection | 11,929 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
83dfa849-12e9-4931-800c-ade6e0f48b60 | 2025-05-15T16:48:05 | auth | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|info| desc=Auth bypass for silvasherry via biometric from 179.171.157.122 MITRE Technique: T1486 | Associated Threat Actor: Cobalt Group | {
"geo_location": "Belize",
"device_hash": "1de1b62d15d839869aaea40bfd7744181c3ecb09",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 16_7_7 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/14.3u2791.0 Mobile/35G923 Safari/535.1",
"session_id": "9457d857-0efa-4643-9ba7-dc77d30ed49b",
"risk_score": 48.07,
"confidence": 0.39
} | 179.171.157.122 | null | null | null | null | MITRE Technique: T1486 | Associated Threat Actor: Cobalt Group | Auth bypass for silvasherry via biometric from 179.171.157.122 MITRE Technique: T1486 | Associated Threat Actor: Cobalt Group | bypass | null | null | silvasherry | null | null | null | {
"baseline_deviation": 0.77,
"entropy": 2.4,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | biometric | cf:da:1d:7a:11:9a | null | null | null | null | null |
c61c0a04-5bc0-4d97-843f-b4e77019e30b | 2025-02-05T17:54:04 | cloud | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|critical| desc=Cloud container_escape in Alibaba by jasonjohnson No additional info | {
"geo_location": "Benin",
"device_hash": "136049c9716dd309a18365bf2716d31c9a60c3302ec429a755fb2745023ab2ef",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 4_3_5 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) FxiOS/18.4f8553.0 Mobile/64K204 Safari/536.2",
"session_id": "0006fb85-980b-406e-8e16-8255588b182d",
"risk_score": 41.06,
"confidence": 0.29
} | null | null | null | null | null | No additional info | Cloud container_escape in Alibaba by jasonjohnson No additional info | container_escape | null | null | jasonjohnson | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-6990e077 |
9154f35f-e593-4974-b229-6c2c3769d4a8 | 2025-03-28T06:35:52 | cloud | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in GCP by laurenmason No additional info | {
"geo_location": "Dominica",
"device_hash": "9de09be5922c965a243f1ca27871c5ff501f6a028aba87a33a7c03be6ddf517d",
"user_agent": "Opera/8.57.(X11; Linux i686; pl-PL) Presto/2.9.161 Version/10.00",
"session_id": "d46408b7-dddd-4411-89dc-edfe44f7024f",
"risk_score": 23.43,
"confidence": 0.24
} | null | null | null | null | null | No additional info | Cloud crypto_mining in GCP by laurenmason No additional info | crypto_mining | null | null | laurenmason | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-4646d262 |
cf06d16e-4709-45f0-bd48-fd9aab9e62b3 | 2025-04-05T07:06:02 | ai | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|medium| desc=AI system fine_tuning by justinrocha No additional info | {
"geo_location": "Northern Mariana Islands",
"device_hash": "10086d5075a6cc326f4d713dab42a7e2e556a7d9",
"user_agent": "Opera/8.78.(Windows NT 5.1; kn-IN) Presto/2.9.171 Version/12.00",
"session_id": "8a91b0e8-e9cc-4f99-8b17-3c5725e168c9",
"risk_score": 12.22,
"confidence": 0.9
} | null | null | null | null | null | No additional info | AI system fine_tuning by justinrocha No additional info | fine_tuning | null | null | justinrocha | null | null | null | null | null | null | null | null | null | null | null | null | model-34a40e1d | a9c93e5e817aba604292a6a2a38ad5934c0be040 | 51c70ec300928b45a3b24c62a460c855a0771b1b | null | null |
7de7c118-90b3-4145-9487-8dcd72ac1748 | 2025-06-02T06:43:30 | cloud | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in Azure by chase87 No additional info | {
"geo_location": "Ireland",
"device_hash": "5df198d792c58b89889ef7bc1410f818c600ab191c260ed554d1b5e66833f21b",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; unm-US) AppleWebKit/533.3.7 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6533.3.7",
"session_id": "719b8a8a-b1ee-40fe-9a96-b73b6dedfb46",
"risk_score": 46.88,
"confidence": 0.24
} | null | null | null | null | null | No additional info | Cloud crypto_mining in Azure by chase87 No additional info | crypto_mining | null | null | chase87 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-e99c31fc |
fad6cd8b-47f9-4429-892e-42b8fbda1f93 | 2025-06-26T15:38:48 | cloud | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|critical| desc=Cloud shadow_it in AWS by riverajoann MITRE Technique: T1547.001 | {
"geo_location": "Kuwait",
"device_hash": "e4f040c5f32c8a778ccad98f894cad55",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/38.0.899.0 Safari/536.1",
"session_id": "123e4314-d336-471f-8ce1-eedd42a0b04c",
"risk_score": 33.37,
"confidence": 0.51
} | null | null | null | null | null | MITRE Technique: T1547.001 | Cloud shadow_it in AWS by riverajoann MITRE Technique: T1547.001 | shadow_it | null | null | riverajoann | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-736a8310 |
04595ac4-e164-472b-baa9-ec09d26b8236 | 2025-05-04T19:22:01 | network | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|info| desc=Network disconnection from 220.73.165.251 to 74.241.207.58 No additional info | {
"geo_location": "Azerbaijan",
"device_hash": "a4ea9ff883a9315a3139bcc97b6f531d",
"user_agent": "Mozilla/5.0 (Android 3.0; Mobile; rv:39.0) Gecko/39.0 Firefox/39.0",
"session_id": "9fa7cd31-39da-4592-9942-36a873b5d897",
"risk_score": 43.13,
"confidence": 0.06
} | 220.73.165.251 | 74.241.207.58 | null | null | null | No additional info | Network disconnection from 220.73.165.251 to 74.241.207.58 No additional info | disconnection | 403,305 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ccd83417-23a0-4da0-b07b-f69689a2733e | 2025-02-27T08:54:30 | endpoint | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec rise by michaellawson MITRE Technique: T1547.001 | {
"geo_location": "Philippines",
"device_hash": "e2f876ad3dde5095aa838539e30a3c8177eb31979135f755682a37537b6ead66",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_2 rv:5.0; ar-SO) AppleWebKit/534.15.7 (KHTML, like Gecko) Version/5.1 Safari/534.15.7",
"session_id": "63ddfbe4-9596-430b-8b59-501a15cec566",
"risk_score": 28.3,
"confidence": 0.56
} | null | null | null | null | null | MITRE Technique: T1547.001 | Endpoint wmi_exec rise by michaellawson MITRE Technique: T1547.001 | wmi_exec | null | null | michaellawson | rise | 3,608 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b8aa4161-c2f5-43b9-849b-9739390d6b85 | 2025-03-20T21:57:09 | network | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|medium| desc=Network beaconing from 63.108.12.148 to 123.151.35.234 Unconventional IOC: Bios timestamp anomalies | {
"geo_location": "Ghana",
"device_hash": "cac5f068c18b4fa07fc2766670d92579d1a15378137f9660880323e01ca9f9a0",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; cmn-TW) AppleWebKit/531.35.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B116 Safari/6531.35.1",
"session_id": "107ef518-bc56-4362-84ca-42a4c8c48be0",
"risk_score": 26.04,
"confidence": 0.24
} | 63.108.12.148 | 123.151.35.234 | null | null | null | Unconventional IOC: Bios timestamp anomalies | Network beaconing from 63.108.12.148 to 123.151.35.234 Unconventional IOC: Bios timestamp anomalies | beaconing | 699,870 | TCP | null | null | null | null | {
"baseline_deviation": 2.27,
"entropy": 2.76,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
4d159da7-281e-46b4-93fe-014d7af58279 | 2025-02-02T08:52:47 | iot | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat unusual_activity No additional info | {
"geo_location": "Saudi Arabia",
"device_hash": "fe21588ba97851567d5e83ff43c72df9",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) FxiOS/15.0i0941.0 Mobile/93X551 Safari/533.1",
"session_id": "b32a0a95-3869-4073-aea7-0e1def4c5dc8",
"risk_score": 73.75,
"confidence": 0.59
} | null | null | null | null | null | No additional info | IoT device Thermostat unusual_activity No additional info | unusual_activity | null | null | null | null | null | null | null | Thermostat | iot-c6e32204 | 2.1 | null | null | null | null | null | null | null | null | null | null |
80ccf907-dc8d-4da7-9731-76ac02e559de | 2025-06-07T17:13:01 | ai | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|medium| desc=AI system api_abuse by watkinsthomas No additional info | {
"geo_location": "Cote d'Ivoire",
"device_hash": "f2f62be7dc9737cb44af0449bd4862535f7b74bf",
"user_agent": "Mozilla/5.0 (Linux; Android 3.1) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/56.0.806.0 Safari/535.2",
"session_id": "fdc3b142-795f-49ed-be75-7fb6ba082e02",
"risk_score": 63.94,
"confidence": 0.08
} | null | null | null | null | null | No additional info | AI system api_abuse by watkinsthomas No additional info | api_abuse | null | null | watkinsthomas | null | null | null | null | null | null | null | null | null | null | null | null | model-cd4c0585 | e10ef311d67ebe8bc3ec4f4c70a40ac7bb1415fdb20eeff43893e5767f132abf | 287b854507b3204596709b6af63fcfe1 | null | null |
6b52e508-70f9-435a-94cd-decfc853fd38 | 2025-01-28T16:38:05 | endpoint | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint registry_change turn by gwalker No additional info | {
"geo_location": "Mali",
"device_hash": "022a86278348ea0b0fca6e96d40a59b264969366",
"user_agent": "Opera/9.72.(X11; Linux i686; pl-PL) Presto/2.9.178 Version/11.00",
"session_id": "fa20fa03-ec20-4ebe-bc21-c63b4fb672bd",
"risk_score": 44.48,
"confidence": 0.03
} | null | null | null | null | null | No additional info | Endpoint registry_change turn by gwalker No additional info | registry_change | null | null | gwalker | turn | 6,694 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ab5194b4-9cd6-43f1-a945-76d6b1c0a4c8 | 2025-06-13T04:31:17 | endpoint | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_start to by laurenpowell No additional info | {
"geo_location": "Bahrain",
"device_hash": "2c107b1c2ec2b1c76562d0c36a21a60b",
"user_agent": "Opera/8.59.(Windows NT 10.0; dv-MV) Presto/2.9.182 Version/10.00",
"session_id": "3b0d30a0-bc53-40cf-a672-492beeeab6b7",
"risk_score": 63.84,
"confidence": 0.75
} | null | null | null | null | null | No additional info | Endpoint process_start to by laurenpowell No additional info | process_start | null | null | laurenpowell | to | 6,611 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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