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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
14ad3184-14d8-41cd-b63a-54064f116d7f | 2025-02-26T16:59:47 | ids_alert | LogRhythm v7.5.0 | emergency | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=LogRhythm Alert: AI Model Poisoning detected from 32.175.2.187 targeting 141.50.175.30 Zero-day exploit pattern detected | {
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "2175f056d3c3b202e3ae400893c98cfb4a3b0f14630bc787fcf4de456b322e47",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/4.1)",
"session_id": "7756e937-c42b-4740-acd9-b525f5c535b9",
"risk_score": 31.87,
"confidence": 0.08
} | 32.175.2.187 | 141.50.175.30 | AI Model Poisoning | SIG-4734 | Malware | Zero-day exploit pattern detected | LogRhythm Alert: AI Model Poisoning detected from 32.175.2.187 targeting 141.50.175.30 Zero-day exploit pattern detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ae7c2566-04d3-4c32-b82f-ae1f0761402a | 2024-01-09T13:18:35 | endpoint | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|high| desc=Endpoint powershell_exec address by oscar50 MITRE Technique: T1190 | {
"geo_location": "Turkey",
"device_hash": "ee6b00e466b5783a3edd0d7f2dd9983742a4bb7a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.0; Trident/5.0)",
"session_id": "906dc9ce-231e-4054-980c-a8a0746fa373",
"risk_score": 51.64,
"confidence": 0.2
} | null | null | null | null | null | MITRE Technique: T1190 | Endpoint powershell_exec address by oscar50 MITRE Technique: T1190 | powershell_exec | null | null | oscar50 | address | 8,870 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
43775cce-a528-441b-89a9-239366cb2ed5 | 2025-01-20T05:55:57 | ai | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by anorton No additional info | {
"geo_location": "Bahamas",
"device_hash": "35495fd0bc9ec71aae611630707798a4b3f6c1e4",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/62.0.845.0 Safari/535.2",
"session_id": "77b6cbd2-48b3-4858-b796-a045bbb1a425",
"risk_score": 72.27,
"confidence": 0.89
} | null | null | null | null | null | No additional info | AI system prompt_injection by anorton No additional info | prompt_injection | null | null | anorton | null | null | null | {
"baseline_deviation": 1.29,
"entropy": 5.27,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | model-9724d25e | c65e24110b03277b6b8c47c879bf7b43 | 5ea6849d7dbcca46f0f21a83941682c0 | null | null |
692d4ca6-bc59-42e7-a3a2-80f23a7af1dc | 2025-06-26T03:22:59 | ids_alert | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|medium| desc=OSSEC Alert: DNS Tunneling detected from 37.207.55.83 targeting N/A No additional info | {
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "29d5d0eabc05edb869fad92566c2176d6c94ad1f97676497bec04c015941b89d",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_7; rv:1.9.6.20) Gecko/3473-11-24 01:49:17 Firefox/3.8",
"session_id": "f91a2bd0-638b-40ca-baa5-d45c627c2610",
"risk_score": 100,
"confidence": 0.28
} | 37.207.55.83 | N/A | DNS Tunneling | SIG-2436 | Recon | No additional info | OSSEC Alert: DNS Tunneling detected from 37.207.55.83 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 |
1e5d60ee-579b-420f-95dc-201b5187f310 | 2025-06-23T07:35:58 | ids_alert | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|low| desc=CrowdStrike Alert: Domain Fronting detected from 188.250.47.7 targeting 10.91.220.114 Associated Threat Actor: Lazarus Group | {
"geo_location": "Paraguay",
"device_hash": "4350963370f5908e018eb2470677c17a5338dfc8",
"user_agent": "Mozilla/5.0 (Android 4.3.1; Mobile; rv:43.0) Gecko/43.0 Firefox/43.0",
"session_id": "59237e52-c564-43ed-b8ca-b48e9d2b4f09",
"risk_score": 54.7,
"confidence": 0.85
} | 188.250.47.7 | 10.91.220.114 | Domain Fronting | SIG-8405 | Evasion | Associated Threat Actor: Lazarus Group | CrowdStrike Alert: Domain Fronting detected from 188.250.47.7 targeting 10.91.220.114 Associated Threat Actor: Lazarus Group | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
451da577-7b0f-423d-8997-77122812b84c | 2025-01-30T08:34:54 | auth | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|high| desc=Auth failed for pettybrian via password from 76.119.195.184 No additional info | {
"geo_location": "Dominican Republic",
"device_hash": "14f1d1c1d11d7ae7e492a833620cbd743c6eb2648d00f79d45ea2f7216f954ba",
"user_agent": "Opera/9.58.(X11; Linux x86_64; ln-CD) Presto/2.9.167 Version/12.00",
"session_id": "a7c74d7e-f957-43f3-b37e-8ac71a7ef066",
"risk_score": 59.81,
"confidence": 0.14
} | 76.119.195.184 | null | null | null | null | No additional info | Auth failed for pettybrian via password from 76.119.195.184 No additional info | failed | null | null | pettybrian | null | null | null | null | null | null | null | null | null | null | password | 32:19:86:d9:b2:03 | null | null | null | null | null |
82a512f7-1824-4718-9b32-40a8a5546d25 | 2025-02-19T15:31:12 | iot | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera unusual_activity No additional info | {
"geo_location": "Australia",
"device_hash": "54cea653488b5b4038a050e2fa206c5afb15db1b",
"user_agent": "Opera/8.23.(Windows 98; Win 9x 4.90; kk-KZ) Presto/2.9.181 Version/11.00",
"session_id": "ac449970-1b83-437a-a61d-27aabae07f62",
"risk_score": 67.3,
"confidence": 0.59
} | null | null | null | null | null | No additional info | IoT device Camera unusual_activity No additional info | unusual_activity | null | null | null | null | null | null | null | Camera | iot-99066caf | 5.0 | null | null | null | null | null | null | null | null | null | null |
ba1f89c1-3d1a-4f79-a14b-6633d058991a | 2025-04-12T08:37:24 | auth | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|info| desc=Auth bypass for christopher48 via password from 189.188.104.21 No additional info | {
"geo_location": "Congo",
"device_hash": "c9dc775dd69304a2dd6f05bfe55c2165",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/33.0.853.0 Safari/532.0",
"session_id": "05a1af67-b2b4-46d7-983a-a7b7b718d290",
"risk_score": 46.34,
"confidence": 0.61
} | 189.188.104.21 | null | null | null | null | No additional info | Auth bypass for christopher48 via password from 189.188.104.21 No additional info | bypass | null | null | christopher48 | null | null | null | null | null | null | null | null | null | null | password | 92:97:94:87:08:7d | null | null | null | null | null |
2baeb62c-9694-4f45-9b96-cc2f110e077a | 2025-05-15T00:48:40 | iot | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|info| desc=IoT device HVAC command_injection No additional info | {
"geo_location": "South Africa",
"device_hash": "fc695ceb4fc60b8ee9ca3f7e47c631aa0cbc5b86",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/535.12.1 (KHTML, like Gecko) Version/5.0.1 Safari/535.12.1",
"session_id": "141be8e8-0d17-4dde-b949-65d8e8c944bb",
"risk_score": 39.35,
"confidence": 0.36
} | null | null | null | null | null | No additional info | IoT device HVAC command_injection No additional info | command_injection | null | null | null | null | null | null | {
"baseline_deviation": 1.01,
"entropy": 7.66,
"frequency_anomaly": true,
"sequence_anomaly": false
} | HVAC | iot-e8fd2bf6 | 3.2 | null | null | null | null | null | null | null | null | null | null |
49e5bc32-f02a-4545-93ba-e2dfd4a9b72a | 2025-07-08T12:32:32 | firewall | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|info| desc=Firewall inspect SMB traffic from 152.31.82.63:684 to 10.208.11.192:32 No additional info noise=UmlzZS4= | {
"geo_location": "Russia",
"device_hash": "3556f878dcf08a62dae5e86ac0776814",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; hi-IN; rv:1.9.2.20) Gecko/6615-03-21 05:58:51 Firefox/4.0",
"session_id": "35f6713f-2bee-452f-a3dc-a6a2c59daaa1",
"risk_score": 17.15,
"confidence": 0.84
} | 152.31.82.63 | 10.208.11.192 | null | null | null | No additional info | Firewall inspect SMB traffic from 152.31.82.63:684 to 10.208.11.192:32 No additional info | inspect | 791,999 | SMB | null | null | null | null | null | null | null | null | 684 | 32 | 671 | null | null | null | null | null | null | null |
4d275e45-d74c-4777-aebf-5c756cfafae6 | 2023-05-15T11:05:07 | auth | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|high| desc=Auth timeout for hernandezhaley via password from 46.209.18.169 No additional info | {
"geo_location": "Turkey",
"device_hash": "2d433ec20bd344ce84ac1e66a2ff4674e3bb75ff1ba22565c3e8f794f79b3620",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_2) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/58.0.837.0 Safari/534.0",
"session_id": "c63f3083-ad70-4aa4-9903-6b89e3c9e74b",
"risk_score": 11.85,
"confidence": 0.1
} | 46.209.18.169 | null | null | null | null | No additional info | Auth timeout for hernandezhaley via password from 46.209.18.169 No additional info | timeout | null | null | hernandezhaley | null | null | null | null | null | null | null | null | null | null | password | 83:9c:8f:a9:28:19 | null | null | null | null | null |
9d8f942c-c6fe-41f6-9b5d-1bf7141d8c3a | 2025-04-10T12:42:52 | ai | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by thomas27 No additional info | {
"geo_location": "Poland",
"device_hash": "2b420f91c23972ffb92febec2e53f7987e0d4e747fe0e35f0aef4c94c8e09a10",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/531.26.1 (KHTML, like Gecko) Version/5.0.3 Safari/531.26.1",
"session_id": "c570b9a5-166c-46c8-8a7f-ea679e6801d0",
"risk_score": 6.57,
"confidence": 0.34
} | null | null | null | null | null | No additional info | AI system fine_tuning by thomas27 No additional info | fine_tuning | null | null | thomas27 | null | null | null | null | null | null | null | null | null | null | null | null | model-b2fdb9e1 | c10e96d874f9bdba63d6b5ddcb31f52dfc6049980cacc12286cb72bf1c4018c7 | 626fac96dd57df2b90aca417ab2773f7e40cc01e | null | null |
32c1c37f-4f5d-4496-a5d0-c4b1f130047a | 2025-03-13T03:40:52 | cloud | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|info| desc=Cloud config_change in Azure by christiananderson No additional info noise=perform|last|during | {
"geo_location": "Mozambique",
"device_hash": "720b7dc8d3d55136cb2a8dee0e17066d4af88422",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/533.39.3 (KHTML, like Gecko) Version/5.0 Safari/533.39.3",
"session_id": "8ba2af50-6c72-491c-8fc6-634ce3deb9a3",
"risk_score": 65.6,
"confidence": 0.74
} | null | null | null | null | null | No additional info | Cloud config_change in Azure by christiananderson No additional info | config_change | null | null | christiananderson | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-022f13bb |
5a2230c8-9ce3-4e10-bca2-78e0b03b074e | 2025-03-14T15:00:43 | ids_alert | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|low| desc=Suricata Alert: ICS Attack detected from 35.143.51.132 targeting 26.133.243.67 Associated Threat Actor: APT38 | {
"geo_location": "Bhutan",
"device_hash": "b8beb6e949575b9216ee1fb2f5ac7d42b9f80012",
"user_agent": "Mozilla/5.0 (Linux; Android 12.1) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/50.0.810.0 Safari/535.0",
"session_id": "ee2e20d0-09b2-418e-a317-87f53866bb4c",
"risk_score": 59.73,
"confidence": 0.06
} | 35.143.51.132 | 26.133.243.67 | ICS Attack | SIG-2251 | Policy | Associated Threat Actor: APT38 | Suricata Alert: ICS Attack detected from 35.143.51.132 targeting 26.133.243.67 Associated Threat Actor: APT38 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
873cdc74-9ac2-49c8-842f-ac9201d0a2bd | 2025-01-13T07:59:17 | iot | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|medium| desc=IoT device Camera side_channel MITRE Technique: T1543.003 noise=RmlndXJlLg== | {
"geo_location": "Poland",
"device_hash": "1c2036f0d66c6acc6def3f09788d027eb38a833f",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 3_2_2 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) FxiOS/16.2c4209.0 Mobile/86S803 Safari/536.1",
"session_id": "34a5d5a8-f532-4e6f-b48b-e20dbe7b57b9",
"risk_score": 77.34,
"confidence": 0.2
} | null | null | null | null | null | MITRE Technique: T1543.003 | IoT device Camera side_channel MITRE Technique: T1543.003 | side_channel | null | null | null | null | null | null | null | Camera | iot-7f0935da | 6.2 | null | null | null | null | null | null | null | null | null | null |
cfd9c527-3eaa-4972-ae37-a79e368b7fe2 | 2025-05-07T04:00:40 | firewall | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only SSH traffic from 218.155.146.185:900 to 162.182.235.212:169 No additional info | {
"geo_location": "Aruba",
"device_hash": "8acea5e2eaddbc4e4dcaaf006b91973389ff7d0c30443c61a9b06fee5aa74cb2",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/535.32.1 (KHTML, like Gecko) Version/5.0.1 Safari/535.32.1",
"session_id": "9966dfae-4586-45e5-9800-b3c6d663b824",
"risk_score": 41.6,
"confidence": 0.57
} | 218.155.146.185 | 162.182.235.212 | null | null | null | No additional info | Firewall log-only SSH traffic from 218.155.146.185:900 to 162.182.235.212:169 No additional info | log-only | 905,313 | SSH | null | null | null | null | null | null | null | null | 900 | 169 | 1,796 | null | null | null | null | null | null | null |
8abcdb05-c15b-4ac7-8db9-1837838f2631 | 2025-06-06T23:00:05 | auth | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|low| desc=Auth challenge for lbarnes via OAuth from 197.30.148.67 Unconventional IOC: Power consumption spikes | {
"geo_location": "Guinea-Bissau",
"device_hash": "ee2fa72eb9368b5367884231c0168fccd3f94a889cddb628f903ae34b02f9096",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 11_4_1 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) CriOS/55.0.894.0 Mobile/83J751 Safari/531.1",
"session_id": "c624c340-196c-45d1-a63e-40525e478914",
"risk_score": 21.93,
"confidence": 0.26
} | 197.30.148.67 | null | null | null | null | Unconventional IOC: Power consumption spikes | Auth challenge for lbarnes via OAuth from 197.30.148.67 Unconventional IOC: Power consumption spikes | challenge | null | null | lbarnes | null | null | null | null | null | null | null | null | null | null | OAuth | 44:9a:69:8b:16:ca | null | null | null | null | null |
6750beb8-e5b0-49ae-9d06-682129192664 | 2025-03-20T03:50:14 | endpoint | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint scheduled_task /other/force.ppt by xherring MITRE Technique: T1059.005 | {
"geo_location": "Jersey",
"device_hash": "4f99eb87154eed84393bcde8276b8521ee5fa3d4363f11e300d9ac5fbdd1ac57",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Win 9x 4.90; Trident/3.0)",
"session_id": "eec97cd9-b1b0-4a74-a54a-be454f410e10",
"risk_score": 56.58,
"confidence": 0.13
} | null | null | null | null | null | MITRE Technique: T1059.005 | Endpoint scheduled_task /other/force.ppt by xherring MITRE Technique: T1059.005 | scheduled_task | null | null | xherring | /other/force.ppt | 7,292 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c07e447b-dc8a-4c7f-bd6b-5611dbd86ad1 | 2025-01-31T11:02:13 | iot | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat unusual_activity Unconventional IOC: UEFI variable tampering | {
"geo_location": "Latvia",
"device_hash": "6e5e72ad68496df6dd648e289a67a3cd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.1; Trident/4.1)",
"session_id": "de0798d3-28e0-40e8-985b-d2f034fff85d",
"risk_score": 51.08,
"confidence": 0.76
} | null | null | null | null | null | Unconventional IOC: UEFI variable tampering | IoT device Thermostat unusual_activity Unconventional IOC: UEFI variable tampering | unusual_activity | null | null | null | null | null | null | null | Thermostat | iot-b2207764 | 5.5 | null | null | null | null | null | null | null | null | null | null |
a67c513a-9452-4694-95f2-a3c4cd5ea2c2 | 2025-03-09T01:54:18 | auth | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|low| desc=Auth challenge for oconnortony via SAML from 160.235.97.62 No additional info | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "9ada94eefc0e5b970160b08d984cdeeb66f9587c",
"user_agent": "Opera/8.49.(X11; Linux x86_64; oc-FR) Presto/2.9.190 Version/11.00",
"session_id": "e1aae0a5-b131-4430-b9d8-f2ef92680e1f",
"risk_score": 47.36,
"confidence": 0.59
} | 160.235.97.62 | null | null | null | null | No additional info | Auth challenge for oconnortony via SAML from 160.235.97.62 No additional info | challenge | null | null | oconnortony | null | null | null | null | null | null | null | null | null | null | SAML | a4:40:02:0e:50:15 | null | null | null | null | null |
aacf5cf6-a73a-4f72-b984-abbfbcfc4716 | 2025-07-07T02:10:11 | endpoint | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|low| desc=Endpoint powershell_exec respond by amyberry No additional info noise=development|lot|program | {
"geo_location": "Colombia",
"device_hash": "231a2e7fcc14426d3674f56e155b4881",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/532.15.5 (KHTML, like Gecko) Version/4.0 Safari/532.15.5",
"session_id": "2d23dbd5-22fb-49c8-9c8c-3f2bc7bc25cc",
"risk_score": 30.08,
"confidence": 0.83
} | null | null | null | null | null | No additional info | Endpoint powershell_exec respond by amyberry No additional info | powershell_exec | null | null | amyberry | respond | 2,424 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6569fe73-9183-42d3-92b1-9dd6ffb2b9b0 | 2025-06-01T13:22:30 | firewall | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only SSH traffic from 217.222.202.45:650 to 101.170.129.146:189 No additional info | {
"geo_location": "Portugal",
"device_hash": "faac7d573033917125e05034cc3b3fde",
"user_agent": "Mozilla/5.0 (Android 2.3.7; Mobile; rv:22.0) Gecko/22.0 Firefox/22.0",
"session_id": "bc5090ea-4a83-46fb-9957-37f74976fffd",
"risk_score": 22.36,
"confidence": 0.92
} | 217.222.202.45 | 101.170.129.146 | null | null | null | No additional info | Firewall log-only SSH traffic from 217.222.202.45:650 to 101.170.129.146:189 No additional info | log-only | 727,762 | SSH | null | null | null | null | null | null | null | null | 650 | 189 | 350 | null | null | null | null | null | null | null |
0379e811-ea15-419a-97ea-d94ea6901578 | 2025-04-29T17:06:35 | ids_alert | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|medium| desc=AlienVault Alert: Cloud API Abuse detected from 167.217.180.112 targeting 125.212.118.214 MITRE Technique: T1078.004 | {
"geo_location": "Singapore",
"device_hash": "979251fd01b6506c15e56a33059c16fc8bef144a00249c9685f2164f474f0ef6",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/61.0.853.0 Safari/531.2",
"session_id": "ab6462fa-2c03-4aeb-8254-aa861260c81e",
"risk_score": 57.79,
"confidence": 0.69
} | 167.217.180.112 | 125.212.118.214 | Cloud API Abuse | SIG-8214 | Malware | MITRE Technique: T1078.004 | AlienVault Alert: Cloud API Abuse detected from 167.217.180.112 targeting 125.212.118.214 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 |
d80763df-4f7c-4b05-a647-a123bd175dee | 2025-04-26T10:11:27 | ai | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|info| desc=AI system membership_inference by terryfelicia MITRE Technique: T1059.001 | {
"geo_location": "Belarus",
"device_hash": "5e8afd58062eff0bc2bdced4a20dac2550220164",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/4.0)",
"session_id": "f8bfc4df-51cf-4ea7-9f1e-d7f945109482",
"risk_score": 46.73,
"confidence": 0.35
} | null | null | null | null | null | MITRE Technique: T1059.001 | AI system membership_inference by terryfelicia MITRE Technique: T1059.001 | membership_inference | null | null | terryfelicia | null | null | null | null | null | null | null | null | null | null | null | null | model-2aeab569 | ba77373437de1bd663faec427d80838e | adc144c147f0de9e02f32e204e9cbce8450c718c9a5244ff2166aa0ad46aba87 | null | null |
47394599-f7e0-49ec-8827-ba30ca26ed68 | 2025-02-10T21:44:39 | firewall | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|low| desc=Firewall deny TCP traffic from 38.39.184.12:657 to 163.25.118.236:677 No additional info noise=5B3C51A8 | {
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "6e3e3592ecc3e185fb955e46b4dc4c28e2606cfd10269c011f3fc3ee016084b6",
"user_agent": "Mozilla/5.0 (Android 4.4; Mobile; rv:46.0) Gecko/46.0 Firefox/46.0",
"session_id": "06a813e1-35b2-4eff-819a-1b460a29d6cc",
"risk_score": 66.64,
"confidence": 0.39
} | 38.39.184.12 | 163.25.118.236 | null | null | null | No additional info | Firewall deny TCP traffic from 38.39.184.12:657 to 163.25.118.236:677 No additional info | deny | 143,434 | TCP | null | null | null | null | null | null | null | null | 657 | 677 | 878 | null | null | null | null | null | null | null |
73508976-4873-4b7e-a1e6-cc2949c82730 | 2025-06-29T00:11:45 | auth | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|info| desc=Auth challenge for gelliott via MFA from 14.253.69.18 No additional info | {
"geo_location": "Cameroon",
"device_hash": "b99611ff49b8df93ad6ec0d31cdd30e4a61400b842df56989bf30471fd8fe253",
"user_agent": "Opera/9.59.(X11; Linux x86_64; ks-IN) Presto/2.9.161 Version/10.00",
"session_id": "80829967-f7f6-4a47-bd5f-db5f1e14cc85",
"risk_score": 51.4,
"confidence": 0.87
} | 14.253.69.18 | null | null | null | null | No additional info | Auth challenge for gelliott via MFA from 14.253.69.18 No additional info | challenge | null | null | gelliott | null | null | null | null | null | null | null | null | null | null | MFA | 07:30:45:67:0e:f3 | null | null | null | null | null |
c047b5a5-ff26-4137-8701-2b9b9ed6b766 | 2025-01-20T12:01:52 | ids_alert | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|critical| desc=Suricata Alert: Supply Chain Compromise detected from 20.17.2.90 targeting N/A No additional info | {
"geo_location": "India",
"device_hash": "70331762edc63cbadfef436cf4b2cb8bd77b80c4fcdcbce5e8535d20f94411b2",
"user_agent": "Opera/9.28.(Windows 98; ja-JP) Presto/2.9.182 Version/11.00",
"session_id": "ec9643df-b6c2-466a-99df-51f24f5ee64f",
"risk_score": 40.86,
"confidence": 0.61
} | 20.17.2.90 | N/A | Supply Chain Compromise | SIG-5337 | Recon | No additional info | Suricata Alert: Supply Chain Compromise detected from 20.17.2.90 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 |
9fa859f5-e383-4eaa-b01d-df504e509f22 | 2025-03-15T09:05:02 | ai | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|info| desc=AI system model_access by mccartydaniel No additional info | {
"geo_location": "Poland",
"device_hash": "a8039b7ee40ed555168f45ee7058513fbad76841a4b11dfd462bc35064538171",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; or-IN) AppleWebKit/532.8.7 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6532.8.7",
"session_id": "c1e7b404-bbb9-47e5-b7d3-720e9d92648d",
"risk_score": 51.52,
"confidence": 0.56
} | null | null | null | null | null | No additional info | AI system model_access by mccartydaniel No additional info | model_access | null | null | mccartydaniel | null | null | null | null | null | null | null | null | null | null | null | null | model-2ff6b785 | ce5984c99d8258fb47174ab9dfd53e0d035849c3 | 2c23e998235a01ba3084e74777e03e37201c0820 | null | null |
0019a5b8-3b2b-483d-a98b-805e0c826ad5 | 2025-05-01T03:39:02 | ai | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|critical| desc=AI system model_access by bullockpaula No additional info | {
"geo_location": "North Korea",
"device_hash": "912e32e55ba9a5493485b72bdaa87397281d7ad09450a2da02b5268f5e25f659",
"user_agent": "Opera/8.95.(X11; Linux i686; lt-LT) Presto/2.9.184 Version/12.00",
"session_id": "e82809a8-a671-47d8-b0b0-88ed277b5a1d",
"risk_score": 38.11,
"confidence": 0.67
} | null | null | null | null | null | No additional info | AI system model_access by bullockpaula No additional info | model_access | null | null | bullockpaula | null | null | null | null | null | null | null | null | null | null | null | null | model-261d8299 | 59b5cb09577825b0ae827d7b7c822d17 | 0cca5fffab23ca1442031531cb116a6b22409ef5 | null | null |
24c3141c-b4a0-4c21-b7e3-ce7e7a22af18 | 2025-02-23T09:18:32 | endpoint | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|high| desc=Endpoint service_install public by osullivan Unconventional IOC: Power consumption spikes | {
"geo_location": "India",
"device_hash": "ccc349b917d3d601473e47f1209f4a4d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.01; Trident/4.1)",
"session_id": "ab8634ff-1f95-4385-8403-e0c8b5b1f838",
"risk_score": 57.44,
"confidence": 0.43
} | null | null | null | null | null | Unconventional IOC: Power consumption spikes | Endpoint service_install public by osullivan Unconventional IOC: Power consumption spikes | service_install | null | null | osullivan | public | 3,110 | powershell.exe | {
"baseline_deviation": 0.99,
"entropy": 7.99,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
b8713193-cbfe-46b6-af5e-3ecb881c88d2 | 2025-02-09T12:15:50 | firewall | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall quarantine HTTPS traffic from 10.228.139.182:18 to 135.62.86.131:377 No additional info | {
"geo_location": "Cambodia",
"device_hash": "4ddad46bd39fd2a21a4aab073612af12b1725eac3849a05920aba43f579df878",
"user_agent": "Opera/9.87.(Windows NT 11.0; fo-FO) Presto/2.9.188 Version/11.00",
"session_id": "f8e96a22-bf98-4295-9c62-f38a79cfe99f",
"risk_score": 15.29,
"confidence": 0.6
} | 10.228.139.182 | 135.62.86.131 | null | null | null | No additional info | Firewall quarantine HTTPS traffic from 10.228.139.182:18 to 135.62.86.131:377 No additional info | quarantine | 407,607 | HTTPS | null | null | null | null | null | null | null | null | 18 | 377 | 456 | null | null | null | null | null | null | null |
ca889cbf-e5fc-4c81-9d04-7f023790b0c0 | 2025-02-13T01:48:00 | firewall | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|critical| desc=Firewall log-only TCP traffic from 192.180.179.118:566 to 136.57.180.228:601 No additional info | {
"geo_location": "United States Virgin Islands",
"device_hash": "f47b865bc98f002326426ea1f04ec0a903468043",
"user_agent": "Opera/9.58.(X11; Linux x86_64; ms-MY) Presto/2.9.181 Version/12.00",
"session_id": "d118792d-e747-49ad-bbab-dd8480d797e6",
"risk_score": 59.97,
"confidence": 0.83
} | 192.180.179.118 | 136.57.180.228 | null | null | null | No additional info | Firewall log-only TCP traffic from 192.180.179.118:566 to 136.57.180.228:601 No additional info | log-only | 105,545 | TCP | null | null | null | null | null | null | null | null | 566 | 601 | 1,299 | null | null | null | null | null | null | null |
096eb066-1658-4da5-8eb7-ac234a2f3058 | 2025-06-10T16:07:27 | auth | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|low| desc=Auth locked for stephaniejones via OAuth from 137.78.50.70 No additional info | {
"geo_location": "Iran",
"device_hash": "4d2dfeb6e222fe95b6148ae8dfcb14f407a18be3",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3.6) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/63.0.883.0 Safari/531.0",
"session_id": "42305eda-c7c2-487e-be72-cb1e431090eb",
"risk_score": 60.45,
"confidence": 0.67
} | 137.78.50.70 | null | null | null | null | No additional info | Auth locked for stephaniejones via OAuth from 137.78.50.70 No additional info | locked | null | null | stephaniejones | null | null | null | null | null | null | null | null | null | null | OAuth | 68:d2:a3:97:f3:de | null | null | null | null | null |
68971b4e-cfb2-4f31-9b58-543428279d69 | 2025-05-20T18:52:57 | ai | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|low| desc=AI system membership_inference by markreynolds No additional info | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "54f71c7ae9cac4f53dc8723d8d396163",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_3; rv:1.9.2.20) Gecko/8571-05-05 06:35:25 Firefox/3.6.1",
"session_id": "ec23b893-bb0d-4cef-a795-78e3c10d4b69",
"risk_score": 53.97,
"confidence": 0.4
} | null | null | null | null | null | No additional info | AI system membership_inference by markreynolds No additional info | membership_inference | null | null | markreynolds | null | null | null | null | null | null | null | null | null | null | null | null | model-0bb1dfd3 | 72ae80d4b3d47dc11dd2b104c37c4c00 | ffea4b97e7531b24d2d9a4709d8c86c72afa6bfb | null | null |
2a2f8de0-bb2f-4816-9a50-c4aa6e082182 | 2025-05-08T09:53:00 | auth | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|high| desc=Auth challenge for amy38 via OAuth from 109.156.134.245 Associated Threat Actor: Equation Group | {
"geo_location": "Hungary",
"device_hash": "c2d35a86808524fa54f0872d3121d4fdba184c79",
"user_agent": "Opera/9.73.(X11; Linux i686; ar-IN) Presto/2.9.170 Version/11.00",
"session_id": "7dfe953c-9d01-44d8-bff9-0d07dfef4515",
"risk_score": 37.15,
"confidence": 0.5
} | 109.156.134.245 | null | null | null | null | Associated Threat Actor: Equation Group | Auth challenge for amy38 via OAuth from 109.156.134.245 Associated Threat Actor: Equation Group | challenge | null | null | amy38 | null | null | null | null | null | null | null | null | null | null | OAuth | f1:de:2d:a4:35:25 | null | null | null | null | null |
3784fba5-bf36-41dd-b92e-858f7cf5cb64 | 2025-01-17T02:53:50 | cloud | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in AWS by carlos76 Associated Threat Actor: Scattered Spider noise=wp-content/app/list | {
"geo_location": "Tajikistan",
"device_hash": "a5026159e03d6d03e5a32319ec56ab473cb015cd171016324dad2c32689d831d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/3.1)",
"session_id": "2a5464a7-0488-4f25-b6ed-2634ec18f286",
"risk_score": 62.7,
"confidence": 0.81
} | null | null | null | null | null | Associated Threat Actor: Scattered Spider | Cloud lambda_execution in AWS by carlos76 Associated Threat Actor: Scattered Spider | lambda_execution | null | null | carlos76 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-d306f8f9 |
8c1e2d33-a530-4076-9f7f-dd20818a438d | 2025-04-04T03:15:04 | network | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 124.164.164.255 to 95.211.180.197 Unconventional IOC: CPU microcode changes | {
"geo_location": "Iceland",
"device_hash": "ade09dcbbdf41a14f4375ed6ead8ab5b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Win 9x 4.90; Trident/5.1)",
"session_id": "23b7b43d-b681-47d8-9e6b-694b9f90c41a",
"risk_score": 80.53,
"confidence": 0.32
} | 124.164.164.255 | 95.211.180.197 | null | null | null | Unconventional IOC: CPU microcode changes | Network disconnection from 124.164.164.255 to 95.211.180.197 Unconventional IOC: CPU microcode changes | disconnection | 821,122 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
521cad1f-adb8-4776-ac0c-e52126d4bd9d | 2025-03-19T07:32:11 | network | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 86.250.124.151 to 162.169.231.125 No additional info | {
"geo_location": "Kenya",
"device_hash": "ce17ccdf50be426743081d529cca3ed6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 4.0; Trident/4.1)",
"session_id": "b4d24647-e7b4-4aa3-884d-5e753ab082a6",
"risk_score": 61.29,
"confidence": 0.55
} | 86.250.124.151 | 162.169.231.125 | null | null | null | No additional info | Network covert_channel from 86.250.124.151 to 162.169.231.125 No additional info | covert_channel | 127,785 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0d6c3a3d-1aa9-4a96-b20e-d350597c1f73 | 2025-03-14T22:40:58 | endpoint | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint service_install /likely/bed.mp4 by carolyn39 No additional info | {
"geo_location": "Congo",
"device_hash": "d480ddd8e85cd9fc55cb71bafe3cc7606d316730",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/3823-05-24 05:52:48 Firefox/3.8",
"session_id": "42b5b470-1d25-4660-82d5-86dc45032d1a",
"risk_score": 11.17,
"confidence": 0.69
} | null | null | null | null | null | No additional info | Endpoint service_install /likely/bed.mp4 by carolyn39 No additional info | service_install | null | null | carolyn39 | /likely/bed.mp4 | 8,142 | explorer.exe | {
"baseline_deviation": 2.09,
"entropy": 5.24,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
ce22924c-d90f-4195-a054-351351f098f6 | 2025-01-20T02:30:49 | auth | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|info| desc=Auth timeout for annafoster via MFA from 152.175.5.242 No additional info | {
"geo_location": "Paraguay",
"device_hash": "479bb1b8732b684f78c5e4c127214489",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.2) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/56.0.823.0 Safari/532.0",
"session_id": "03372114-a93c-4b83-9772-d3f2a9d5957f",
"risk_score": 34.54,
"confidence": 0.19
} | 152.175.5.242 | null | null | null | null | No additional info | Auth timeout for annafoster via MFA from 152.175.5.242 No additional info | timeout | null | null | annafoster | null | null | null | null | null | null | null | null | null | null | MFA | d7:ba:4a:ab:88:d3 | null | null | null | null | null |
28096ce7-d20d-4d81-a914-31697b65f1aa | 2025-01-14T17:43:39 | firewall | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop SSH traffic from 102.39.75.31:652 to 159.85.100.0:655 No additional info noise=QnVpbGQu | {
"geo_location": "Mexico",
"device_hash": "81ba08f6ec8a4d0ac09af6d0e704934180c8fca6463b60ceac89f98577ba0966",
"user_agent": "Mozilla/5.0 (Android 7.1.1; Mobile; rv:20.0) Gecko/20.0 Firefox/20.0",
"session_id": "25179521-55a2-4a0c-a331-88756326d2f5",
"risk_score": 37.54,
"confidence": 0.99
} | 102.39.75.31 | 159.85.100.0 | null | null | null | No additional info | Firewall drop SSH traffic from 102.39.75.31:652 to 159.85.100.0:655 No additional info | drop | 676,384 | SSH | null | null | null | null | null | null | null | null | 652 | 655 | 437 | null | null | null | null | null | null | null |
ed85461b-02dd-44f1-8513-b61b2d441cfc | 2025-02-10T04:35:07 | iot | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor protocol_violation No additional info | {
"geo_location": "Afghanistan",
"device_hash": "73432ed37e8c6e4f73ab05bd40e55f29",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; wo-SN) AppleWebKit/534.4.7 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6534.4.7",
"session_id": "f7b6c580-19af-4c1f-a52e-913d64f9d3ad",
"risk_score": 79.13,
"confidence": 0.79
} | null | null | null | null | null | No additional info | IoT device Sensor protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | null | Sensor | iot-b53fd579 | 3.1 | null | null | null | null | null | null | null | null | null | null |
6b9b3142-a83e-4401-9491-dab3f8fb75b7 | 2025-05-18T07:06:19 | ai | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|info| desc=AI system adversarial_input by qcampbell No additional info | {
"geo_location": "Cameroon",
"device_hash": "01a17b139de7bd1297de4a781db57274",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.2) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/30.0.833.0 Safari/535.2",
"session_id": "7ed7fe42-5190-4d3f-bbd9-9fed689aa0ff",
"risk_score": 79.93,
"confidence": 0.76
} | null | null | null | null | null | No additional info | AI system adversarial_input by qcampbell No additional info | adversarial_input | null | null | qcampbell | null | null | null | null | null | null | null | null | null | null | null | null | model-42ef1888 | 39c173c6ef197a8c4eab2f53f20066f7ea67e5d710f8890c3edee595e6669991 | fc69168e1c85374fad004d7e23279af4b206a090 | null | null |
9b4e25c7-8a03-4d64-8431-720bf84438a3 | 2025-06-13T09:05:29 | ai | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|high| desc=AI system prompt_injection by kreed No additional info | {
"geo_location": "Georgia",
"device_hash": "dc467926ae46655ba6ae4ec266b8dad0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 10.0; Trident/3.1)",
"session_id": "32d3cecf-8e10-4491-b8f2-c5e79aae18fb",
"risk_score": 48.11,
"confidence": 0.14
} | null | null | null | null | null | No additional info | AI system prompt_injection by kreed No additional info | prompt_injection | null | null | kreed | null | null | null | null | null | null | null | null | null | null | null | null | model-717ff2b3 | 11cd2ee304823b36e0579e49c8886405 | 29c095650cbad0d11ce18d5d9fd9b112 | null | null |
f34fbf77-e933-4771-8d32-ee4f476a292c | 2025-02-07T18:16:03 | network | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|low| desc=Network data_exfiltration from 207.208.20.231 to 112.79.174.222 No additional info | {
"geo_location": "Netherlands",
"device_hash": "d3a48b1774a0125bb6804094b6e89e02",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/4.0)",
"session_id": "b6c71165-9832-44b4-b8e7-e848bc2100e2",
"risk_score": 48.83,
"confidence": 0.74
} | 207.208.20.231 | 112.79.174.222 | null | null | null | No additional info | Network data_exfiltration from 207.208.20.231 to 112.79.174.222 No additional info | data_exfiltration | 269,834 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
151e8ed3-f606-4c2d-b98f-560fca9ae730 | 2025-04-06T10:45:40 | iot | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor physical_tamper No additional info | {
"geo_location": "Bulgaria",
"device_hash": "28ca94bd3f83efddec856a747d56ea09",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; mai-IN) AppleWebKit/531.46.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6531.46.2",
"session_id": "40258259-52d9-4525-8ae7-7d4d55135ac3",
"risk_score": 64.13,
"confidence": 0.96
} | null | null | null | null | null | No additional info | IoT device Sensor physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Sensor | iot-b348ca34 | 4.1 | null | null | null | null | null | null | null | null | null | null |
2aaf9ce1-fc4c-46d9-b5a7-834623dcfc03 | 2025-06-22T20:56:40 | cloud | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in Alibaba by omckay MITRE Technique: T1134.001 noise=F5E66886 | {
"geo_location": "Liechtenstein",
"device_hash": "14182048c0044b9a9bebffd91eafd76f98cdee25bd82477afe88e70aba43f4a3",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/534.16.6 (KHTML, like Gecko) Version/4.0.3 Safari/534.16.6",
"session_id": "00e053ca-3aee-48af-aa05-a1c0cb05c4f6",
"risk_score": 49.48,
"confidence": 0.86
} | null | null | null | null | null | MITRE Technique: T1134.001 | Cloud api_abuse in Alibaba by omckay MITRE Technique: T1134.001 | api_abuse | null | null | omckay | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-a83db6f0 |
d6ede13c-e048-4471-9677-060de8fd6a9f | 2025-04-14T19:41:34 | ai | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by rodriguezkarla No additional info | {
"geo_location": "Colombia",
"device_hash": "cedcc7bb27cb732bb725ab3b5b8d478890ef58e28f4c42f0ba61aa8d26ff9d0e",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; fo-FO) AppleWebKit/535.16.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6535.16.5",
"session_id": "68766628-c96b-46f8-aa81-71f1c096705e",
"risk_score": 18.16,
"confidence": 0.32
} | null | null | null | null | null | No additional info | AI system fine_tuning by rodriguezkarla No additional info | fine_tuning | null | null | rodriguezkarla | null | null | null | null | null | null | null | null | null | null | null | null | model-95ea04e4 | f6c7d1381a090ee2bd450352e2ac17e2d0fa73f2 | 959867da1d3413f4ff4df7ab640657055cd99fc568060da31ce5ba129d0c60a1 | null | null |
79c038cd-4cdc-4056-8ec2-1a4e807f9d14 | 2025-07-06T21:49:00 | endpoint | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint registry_change choose by vincentgriffin MITRE Technique: T1204.002 | {
"geo_location": "Andorra",
"device_hash": "cd1b10cb201eddede8d2fbff3354efa8b72713353619735bf7be84a3bf6234ca",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/6033-01-06 05:48:03 Firefox/3.8",
"session_id": "2f07a3d1-8330-4571-b17a-a9d220907b43",
"risk_score": 61.14,
"confidence": 0.14
} | null | null | null | null | null | MITRE Technique: T1204.002 | Endpoint registry_change choose by vincentgriffin MITRE Technique: T1204.002 | registry_change | null | null | vincentgriffin | choose | 1,338 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8287a299-1c51-4409-8381-fd5ed4adfff9 | 2025-06-23T20:55:08 | ai | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|critical| desc=AI system training_data_poisoning by wolfcourtney No additional info | {
"geo_location": "Latvia",
"device_hash": "bd56e6122b94216194ab073534663152",
"user_agent": "Opera/9.72.(Windows NT 4.0; si-LK) Presto/2.9.171 Version/12.00",
"session_id": "e3d5ffc7-b184-4d4c-ab36-3ffb8a600ad3",
"risk_score": 58.04,
"confidence": 0.55
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by wolfcourtney No additional info | training_data_poisoning | null | null | wolfcourtney | null | null | null | null | null | null | null | null | null | null | null | null | model-a1987a66 | d70a265906edf07ef12ffc7d1e1ff887f7f39ab9 | d069960d6a14f5277ff3d1e8cc356b501818bd71 | null | null |
23c0b565-7410-44bd-b716-1b8b349ef01e | 2025-01-30T04:34:13 | firewall | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|info| desc=Firewall deny UDP traffic from 22.123.200.239:11869 to 173.5.150.111:554 No additional info noise=RnV0dXJlLg== | {
"geo_location": "Guyana",
"device_hash": "5f6435f67967106002eb19463ce210ff",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Trident/3.1)",
"session_id": "be3bac1a-cd4b-4810-9393-86a3d2831433",
"risk_score": 47.12,
"confidence": 0.35
} | 22.123.200.239 | 173.5.150.111 | null | null | null | No additional info | Firewall deny UDP traffic from 22.123.200.239:11869 to 173.5.150.111:554 No additional info | deny | 538,328 | UDP | null | null | null | null | null | null | null | null | 11,869 | 554 | 811 | null | null | null | null | null | null | null |
6cb5fe5e-1880-4eed-97d5-c7284846f2ee | 2025-05-06T10:06:57 | firewall | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|high| desc=Firewall deny HTTPS traffic from 48.121.203.89:923 to 2.166.151.103:435 MITRE Technique: T1110.003 | {
"geo_location": "Iraq",
"device_hash": "dc6243907b6204be56f0453fb6888560",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_7; rv:1.9.4.20) Gecko/3767-04-26 04:52:21 Firefox/3.8",
"session_id": "3eb5805e-3d6b-4726-b6a3-a513d497d23c",
"risk_score": 80.42,
"confidence": 0.64
} | 48.121.203.89 | 2.166.151.103 | null | null | null | MITRE Technique: T1110.003 | Firewall deny HTTPS traffic from 48.121.203.89:923 to 2.166.151.103:435 MITRE Technique: T1110.003 | deny | 313,698 | HTTPS | null | null | null | null | null | null | null | null | 923 | 435 | 151 | null | null | null | null | null | null | null |
3a86935c-d43b-44e4-9a37-03746bd61f49 | 2025-01-25T16:32:58 | auth | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|low| desc=Auth bypass for williamsjeanette via MFA from 158.16.67.147 No additional info | {
"geo_location": "Iran",
"device_hash": "14b5bc3c0283415a0e5fa4ac14a4bc65",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; wa-BE) AppleWebKit/533.40.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B116 Safari/6533.40.5",
"session_id": "7090308d-d474-4124-8ae7-4863c0ac663d",
"risk_score": 53.58,
"confidence": 0.77
} | 158.16.67.147 | null | null | null | null | No additional info | Auth bypass for williamsjeanette via MFA from 158.16.67.147 No additional info | bypass | null | null | williamsjeanette | null | null | null | null | null | null | null | null | null | null | MFA | 59:a3:7c:56:08:72 | null | null | null | null | null |
0ce030b9-cb2b-49d9-a912-28ccec574bf7 | 2025-03-03T02:32:14 | iot | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|high| desc=IoT device HVAC sensor_spoofing MITRE Technique: T1134.001 | {
"geo_location": "Kuwait",
"device_hash": "51a97b98503a29e338ab406601d9bfd6",
"user_agent": "Mozilla/5.0 (Windows NT 5.0; ro-RO; rv:1.9.1.20) Gecko/3550-12-29 10:56:56 Firefox/3.6.9",
"session_id": "4a896c65-e654-4a6b-bbe3-f56889bdff15",
"risk_score": 54.21,
"confidence": 0.51
} | null | null | null | null | null | MITRE Technique: T1134.001 | IoT device HVAC sensor_spoofing MITRE Technique: T1134.001 | sensor_spoofing | null | null | null | null | null | null | null | HVAC | iot-cd0f054a | 3.4 | null | null | null | null | null | null | null | null | null | null |
fa554e9a-29f2-451f-87a7-32b233524301 | 2025-02-23T18:03:37 | iot | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|info| desc=IoT device HVAC protocol_violation MITRE Technique: T1566.001 | {
"geo_location": "Western Sahara",
"device_hash": "a766f3cc7aceae1e135c2471f08da4b6e4f4e42e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.2; Trident/4.1)",
"session_id": "d0a5e2eb-24c5-4a72-99e0-777a3009eb50",
"risk_score": 73.99,
"confidence": 0.78
} | null | null | null | null | null | MITRE Technique: T1566.001 | IoT device HVAC protocol_violation MITRE Technique: T1566.001 | protocol_violation | null | null | null | null | null | null | null | HVAC | iot-8c27077c | 7.2 | null | null | null | null | null | null | null | null | null | null |
aa8e0563-a5c5-4909-ac5a-f5542ef434b4 | 2025-06-05T13:53:23 | iot | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC physical_tamper MITRE Technique: T1547.001 | {
"geo_location": "Brazil",
"device_hash": "20b5b6d9095f969207b25651b38246e71f07db6e",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_2 rv:5.0; lg-UG) AppleWebKit/535.15.2 (KHTML, like Gecko) Version/4.1 Safari/535.15.2",
"session_id": "1956b00f-05c2-4eb5-a34a-7419616fccf2",
"risk_score": 64.36,
"confidence": 0.54
} | null | null | null | null | null | MITRE Technique: T1547.001 | IoT device HVAC physical_tamper MITRE Technique: T1547.001 | physical_tamper | null | null | null | null | null | null | null | HVAC | iot-42768374 | 3.9 | null | null | null | null | null | null | null | null | null | null |
fbf84db8-0b06-4780-82af-6bb584aa183c | 2025-04-22T02:19:06 | firewall | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|info| desc=Firewall log-only HTTP traffic from 10.182.154.167:101 to 16.55.67.39:16 MITRE Technique: T1053.005 | {
"geo_location": "Lebanon",
"device_hash": "ce2680c933dd81d0ed0b1b909dc264de",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; sc-IT) AppleWebKit/532.42.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B119 Safari/6532.42.5",
"session_id": "3b6feba7-9f72-4d84-b0f3-e26eb01a2f69",
"risk_score": 52.29,
"confidence": 0.96
} | 10.182.154.167 | 16.55.67.39 | null | null | null | MITRE Technique: T1053.005 | Firewall log-only HTTP traffic from 10.182.154.167:101 to 16.55.67.39:16 MITRE Technique: T1053.005 | log-only | 638,477 | HTTP | null | null | null | null | null | null | null | null | 101 | 16 | 2,836 | null | null | null | null | null | null | null |
3cbc62fa-82f9-41c0-b6e8-c2b8777f21e1 | 2025-07-05T18:54:54 | firewall | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|info| desc=Firewall inspect TCP traffic from 102.217.212.170:507 to 126.70.226.27:929 No additional info | {
"geo_location": "Northern Mariana Islands",
"device_hash": "2d37a83cd2b470b36056c858f63a107a",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/532.26.3 (KHTML, like Gecko) Version/5.0.4 Safari/532.26.3",
"session_id": "99c00199-eb2d-4931-83c5-d1795c06edef",
"risk_score": 81.53,
"confidence": 0.3
} | 102.217.212.170 | 126.70.226.27 | null | null | null | No additional info | Firewall inspect TCP traffic from 102.217.212.170:507 to 126.70.226.27:929 No additional info | inspect | 380,171 | TCP | null | null | null | null | null | null | null | null | 507 | 929 | 1,115 | null | null | null | null | null | null | null |
c2cff6b0-1239-4e33-9262-b7cc9864675f | 2025-03-29T02:46:25 | firewall | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|high| desc=Firewall inspect RDP traffic from 167.133.190.143:522 to 15.155.104.187:814 No additional info | {
"geo_location": "Hong Kong",
"device_hash": "b8a4e0a6120b3273ea70f636a44830a9",
"user_agent": "Mozilla/5.0 (Linux; Android 4.1) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/43.0.814.0 Safari/533.0",
"session_id": "62c23a2b-1f7e-47b0-b958-c3077ab3e3ff",
"risk_score": 58.11,
"confidence": 0.55
} | 167.133.190.143 | 15.155.104.187 | null | null | null | No additional info | Firewall inspect RDP traffic from 167.133.190.143:522 to 15.155.104.187:814 No additional info | inspect | 581,479 | RDP | null | null | null | null | {
"baseline_deviation": 1.96,
"entropy": 3.13,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 522 | 814 | 708 | null | null | null | null | null | null | null |
6d49f6bd-04cf-4264-a036-f4c1101f224c | 2025-07-09T02:07:30 | cloud | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|high| desc=Cloud storage_access in AWS by courtney17 Associated Threat Actor: Kimsuky | {
"geo_location": "Equatorial Guinea",
"device_hash": "02e0ea16596f6cadb6d33310d3fbfe6885aad988",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; ks-IN) AppleWebKit/534.7.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6534.7.1",
"session_id": "e5d0fe59-1686-498f-9ea5-5d1abf390cd2",
"risk_score": 39.26,
"confidence": 0.93
} | null | null | null | null | null | Associated Threat Actor: Kimsuky | Cloud storage_access in AWS by courtney17 Associated Threat Actor: Kimsuky | storage_access | null | null | courtney17 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-ab48b168 |
4bf6aff0-0eec-4dbb-a882-37dda0da7589 | 2025-03-12T06:14:02 | ids_alert | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|critical| desc=Suricata Alert: Domain Fronting detected from 3.238.218.67 targeting 10.117.252.116 No additional info noise=good|never|about | {
"geo_location": "Rwanda",
"device_hash": "b11d3514819365cef267ff3a25538d03",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; ml-IN) AppleWebKit/535.35.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B117 Safari/6535.35.6",
"session_id": "5c1d694a-b822-489a-9e65-1dd9dea7ded1",
"risk_score": 60.28,
"confidence": 0.35
} | 3.238.218.67 | 10.117.252.116 | Domain Fronting | SIG-1234 | Policy | No additional info | Suricata Alert: Domain Fronting detected from 3.238.218.67 targeting 10.117.252.116 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a3a487a2-9208-49e2-980e-988b4d348978 | 2025-01-27T05:33:33 | iot | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat side_channel No additional info | {
"geo_location": "Greenland",
"device_hash": "750426c49c962c3c9c8fc81d1f9739c8",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_5; rv:1.9.3.20) Gecko/6501-08-07 05:36:45 Firefox/3.8",
"session_id": "d8ea8a6c-8132-4a5d-beb0-486efaf7b30d",
"risk_score": 67.89,
"confidence": 0.02
} | null | null | null | null | null | No additional info | IoT device Thermostat side_channel No additional info | side_channel | null | null | null | null | null | null | {
"baseline_deviation": 0.71,
"entropy": 2.21,
"frequency_anomaly": true,
"sequence_anomaly": false
} | Thermostat | iot-b277aaec | 4.8 | null | null | null | null | null | null | null | null | null | null |
b9eca19f-328e-492c-9c1f-aa5f617d145d | 2025-06-28T17:46:19 | endpoint | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_start /leader/hundred.flac by jonathon24 No additional info | {
"geo_location": "Mexico",
"device_hash": "6de51de4b96655cc6e3ddf9ac82165c7",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/14.0.846.0 Safari/534.1",
"session_id": "127b3536-752b-431f-b0f9-19110cc8b94d",
"risk_score": 38.47,
"confidence": 0.35
} | null | null | null | null | null | No additional info | Endpoint process_start /leader/hundred.flac by jonathon24 No additional info | process_start | null | null | jonathon24 | /leader/hundred.flac | 4,523 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
26a660fa-e97e-4f18-94f0-75507c77b8f9 | 2025-05-22T15:58:57 | auth | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|low| desc=Auth success for amandaarmstrong via MFA from 33.12.130.80 MITRE Technique: T1110.003 | Associated Threat Actor: TA505 | Unconventional IOC: TPM attestation failures | {
"geo_location": "Russia",
"device_hash": "9d7e6c9362b834c1cc89892db47650ef39014256a9c96fb216cde88b618e7be2",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; so-SO) AppleWebKit/532.40.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6532.40.7",
"session_id": "de550526-2fda-458c-986d-8c7ea5346eb9",
"risk_score": 33.08,
"confidence": 0.03
} | 33.12.130.80 | null | null | null | null | MITRE Technique: T1110.003 | Associated Threat Actor: TA505 | Unconventional IOC: TPM attestation failures | Auth success for amandaarmstrong via MFA from 33.12.130.80 MITRE Technique: T1110.003 | Associated Threat Actor: TA505 | Unconventional IOC: TPM attestation failures | success | null | null | amandaarmstrong | null | null | null | null | null | null | null | null | null | null | MFA | e3:d9:1f:e1:23:9a | null | null | null | null | null |
bb9a7634-6ed8-49ec-a1a6-c061d3626247 | 2025-06-09T07:23:53 | 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: Supply Chain Compromise detected from 65.250.42.53 targeting 102.126.173.201 MITRE Technique: T1566.001 | {
"geo_location": "Marshall Islands",
"device_hash": "f8eafd034da689724b75dc914cd48dc0",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/51.0.838.0 Safari/531.2",
"session_id": "8f32669c-3088-42a6-b771-3df9e2328269",
"risk_score": 55.49,
"confidence": 0.44
} | 65.250.42.53 | 102.126.173.201 | Supply Chain Compromise | SIG-1050 | Exploit | MITRE Technique: T1566.001 | Palo Alto Cortex Alert: Supply Chain Compromise detected from 65.250.42.53 targeting 102.126.173.201 MITRE Technique: T1566.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9e241aba-422a-4616-9203-0e08fd96e27b | 2025-04-16T21:46:19 | cloud | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud shadow_it in Azure by timothy44 No additional info | {
"geo_location": "Mozambique",
"device_hash": "adc7038f0c6f59966dead0f88c330b11",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.2; Trident/3.1)",
"session_id": "08e9ef49-5324-4925-8b12-37837caf7dcf",
"risk_score": 23.77,
"confidence": 0.83
} | null | null | null | null | null | No additional info | Cloud shadow_it in Azure by timothy44 No additional info | shadow_it | null | null | timothy44 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-3fe999b0 |
fc23bfbf-3efd-4c47-9020-6b297c7d7bcd | 2025-04-26T08:38:33 | ids_alert | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|high| desc=Palo Alto Cortex Alert: AI Model Poisoning detected from 145.151.244.153 targeting N/A No additional info | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "febefad6e754bf4c08320500932f528e42eb274f7946cf848694f1d3bf19215e",
"user_agent": "Opera/9.69.(X11; Linux x86_64; nhn-MX) Presto/2.9.188 Version/10.00",
"session_id": "ffb0059f-d1fd-42de-8331-fcf46fdfb964",
"risk_score": 42.82,
"confidence": 0.43
} | 145.151.244.153 | N/A | AI Model Poisoning | SIG-4193 | Recon | No additional info | Palo Alto Cortex Alert: AI Model Poisoning detected from 145.151.244.153 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 |
3b1dbb2f-8e0a-4174-a608-54fa3ba410ec | 2025-07-07T16:50:14 | auth | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|medium| desc=Auth locked for holmesjonathan via key from 59.196.105.134 No additional info | {
"geo_location": "Portugal",
"device_hash": "94a784d58d0a2eb41ac2fb1a07068aab7ae5ffec52ea946e087008923c8f4b0d",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 13_5_1 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) FxiOS/12.1c7049.0 Mobile/72O411 Safari/534.1",
"session_id": "4fb8d4c8-a886-4139-aa2f-459ef9b81f49",
"risk_score": 55.99,
"confidence": 0.23
} | 59.196.105.134 | null | null | null | null | No additional info | Auth locked for holmesjonathan via key from 59.196.105.134 No additional info | locked | null | null | holmesjonathan | null | null | null | null | null | null | null | null | null | null | key | 55:58:b1:0e:c0:78 | null | null | null | null | null |
fe828456-72d8-4e1d-8de2-a34ccf0c5f13 | 2025-06-06T06:44:49 | ids_alert | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|high| desc=AlienVault Alert: Domain Fronting detected from 86.240.23.128 targeting 10.241.182.108 No additional info noise=current|hospital|on | {
"geo_location": "Belarus",
"device_hash": "30c488461855cd606e2c5dfa867a1f4c",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/532.23.1 (KHTML, like Gecko) Version/4.0.3 Safari/532.23.1",
"session_id": "3fa8e790-269c-4cad-b1ff-b00aff4149b4",
"risk_score": 58.71,
"confidence": 1
} | 86.240.23.128 | 10.241.182.108 | Domain Fronting | SIG-3483 | Recon | No additional info | AlienVault Alert: Domain Fronting detected from 86.240.23.128 targeting 10.241.182.108 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
788466bf-7d19-4251-ba98-f285e721404f | 2025-01-29T08:33:34 | ai | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|low| desc=AI system fine_tuning by asimmons MITRE Technique: T1110.003 | {
"geo_location": "Papua New Guinea",
"device_hash": "af406e76ab557418f0fdcae78ee240d76b8bbbff",
"user_agent": "Mozilla/5.0 (Android 2.0.1; Mobile; rv:7.0) Gecko/7.0 Firefox/7.0",
"session_id": "2d252d5d-19a3-4d8f-ae67-772e53bc76c4",
"risk_score": 43.19,
"confidence": 0.88
} | null | null | null | null | null | MITRE Technique: T1110.003 | AI system fine_tuning by asimmons MITRE Technique: T1110.003 | fine_tuning | null | null | asimmons | null | null | null | null | null | null | null | null | null | null | null | null | model-2349fb59 | 018f795c60e311493ba207c28fe26c37934050c8 | 01acc4f594b156a4377892b735cbe1e85f71bfeae8ea76dc2dd687f635f27ab3 | null | null |
39def5b0-89c2-4bf7-94dc-7f0f3cf26168 | 2025-05-27T09:32:59 | iot | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC firmware_update No additional info noise=once|us|treatment | {
"geo_location": "Venezuela",
"device_hash": "3a3f9d3e8c40fa009265dc76a24f225c",
"user_agent": "Opera/8.98.(Windows NT 5.01; is-IS) Presto/2.9.183 Version/10.00",
"session_id": "90b9479e-ddd0-4833-9d7d-e01dde08cb17",
"risk_score": 49.18,
"confidence": 0.61
} | null | null | null | null | null | No additional info | IoT device HVAC firmware_update No additional info | firmware_update | null | null | null | null | null | null | {
"baseline_deviation": 2.35,
"entropy": 2.48,
"frequency_anomaly": true,
"sequence_anomaly": true
} | HVAC | iot-bef33273 | 2.4 | null | null | null | null | null | null | null | null | null | null |
859dbc6c-7c8a-4df2-8d57-b2af39f704cc | 2025-04-12T05:05:22 | auth | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|info| desc=Auth locked for hhenry via OAuth from 190.154.33.112 No additional info | {
"geo_location": "Singapore",
"device_hash": "28073ea78daa231815ee11c115348efe1751d6768695ab8a3365af3a94b17d6c",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_9) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/49.0.897.0 Safari/535.2",
"session_id": "35da697c-b159-43a2-88d5-361f4b95b8c9",
"risk_score": 70.8,
"confidence": 0.51
} | 190.154.33.112 | null | null | null | null | No additional info | Auth locked for hhenry via OAuth from 190.154.33.112 No additional info | locked | null | null | hhenry | null | null | null | null | null | null | null | null | null | null | OAuth | ce:f0:36:34:e3:80 | null | null | null | null | null |
326c7495-e332-413d-a686-d3eca0657074 | 2025-04-13T17:34:10 | endpoint | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection understand by amy61 No additional info | {
"geo_location": "Reunion",
"device_hash": "91f21e032ac97bd1d541846715ec6114a5c6fde557d40ecb9161b402cc7a6602",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/4.1)",
"session_id": "707e3aa5-f364-4fca-a0c0-313e7a0a9d82",
"risk_score": 45.37,
"confidence": 0.8
} | null | null | null | null | null | No additional info | Endpoint memory_injection understand by amy61 No additional info | memory_injection | null | null | amy61 | understand | 2,625 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fb6c22ab-cfa7-4389-8f84-d9eeb4b4ffa7 | 2025-07-06T18:04:32 | firewall | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine UDP traffic from 215.236.82.179:259 to 85.253.183.79:55965 No additional info | {
"geo_location": "Suriname",
"device_hash": "d9b318ed9dba51fa3793e6b3ddd06a8449afb3a4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Win 9x 4.90; Trident/3.0)",
"session_id": "50141aaa-5733-4a3b-bbd0-8c621966c1fe",
"risk_score": 32.55,
"confidence": 0.97
} | 215.236.82.179 | 85.253.183.79 | null | null | null | No additional info | Firewall quarantine UDP traffic from 215.236.82.179:259 to 85.253.183.79:55965 No additional info | quarantine | 463,107 | UDP | null | null | null | null | {
"baseline_deviation": 1.68,
"entropy": 5.33,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 259 | 55,965 | 1,792 | null | null | null | null | null | null | null |
c56b71a0-9871-403e-bf4d-4fe229b7da3c | 2025-05-03T05:28:08 | network | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|high| desc=Network bandwidth_usage from 139.67.33.170 to 185.250.19.71 Associated Threat Actor: Lazarus Group | Unconventional IOC: GPU memory artifacts | {
"geo_location": "Greece",
"device_hash": "7d1fc7155c32d524aec4b969fbfda1a73123e805",
"user_agent": "Opera/8.65.(Windows NT 5.01; niu-NU) Presto/2.9.190 Version/11.00",
"session_id": "351ad347-638c-4d84-a4a1-b6e15072e549",
"risk_score": 16.91,
"confidence": 0.18
} | 139.67.33.170 | 185.250.19.71 | null | null | null | Associated Threat Actor: Lazarus Group | Unconventional IOC: GPU memory artifacts | Network bandwidth_usage from 139.67.33.170 to 185.250.19.71 Associated Threat Actor: Lazarus Group | Unconventional IOC: GPU memory artifacts | bandwidth_usage | 427,832 | TCP | null | null | null | null | {
"baseline_deviation": 2.02,
"entropy": 5.45,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
39e86538-71b0-441e-bcfc-198ce60109a4 | 2025-03-26T08:23:07 | endpoint | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|info| desc=Endpoint registry_change /event/upon.json by durhamamy MITRE Technique: T1078.004 | {
"geo_location": "Timor-Leste",
"device_hash": "21c726bb18ad9a1697812c2045dd6d29",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_2) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/17.0.890.0 Safari/536.2",
"session_id": "d6b3c663-8c0c-4cbb-97d8-995f5460b7a8",
"risk_score": 59.28,
"confidence": 0.31
} | null | null | null | null | null | MITRE Technique: T1078.004 | Endpoint registry_change /event/upon.json by durhamamy MITRE Technique: T1078.004 | registry_change | null | null | durhamamy | /event/upon.json | 124 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f544c256-1c03-408c-a96b-123f86aa4efe | 2025-03-20T00:22:03 | firewall | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only TCP traffic from 198.7.196.170:591 to 53.242.78.236:21609 Geo anomaly: Impossible travel detected | Beaconing behavior detected | {
"geo_location": "Belize",
"device_hash": "a83157be29f6ebf040aea79c0c6c5a4dd315ff39",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/3.1)",
"session_id": "8f651d25-c0d4-47e2-a3ea-9a6a4088bcf4",
"risk_score": 65.42,
"confidence": 0.81
} | 198.7.196.170 | 53.242.78.236 | null | null | null | Geo anomaly: Impossible travel detected | Beaconing behavior detected | Firewall log-only TCP traffic from 198.7.196.170:591 to 53.242.78.236:21609 Geo anomaly: Impossible travel detected | Beaconing behavior detected | log-only | 554,668 | TCP | null | null | null | null | null | null | null | null | 591 | 21,609 | 269 | null | null | null | null | null | null | null |
1eb52bb8-ca88-48d7-a699-225fe7db115e | 2025-04-06T18:41:50 | cloud | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|info| desc=Cloud api_abuse in GCP by wellsstacy No additional info noise=3824C8EB | {
"geo_location": "Sierra Leone",
"device_hash": "2af55c8df284f5ae7639337e9dc4edc6",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_8) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/33.0.843.0 Safari/536.2",
"session_id": "4c8253bb-6b43-4664-96f0-423c958c052f",
"risk_score": 47.84,
"confidence": 0.7
} | null | null | null | null | null | No additional info | Cloud api_abuse in GCP by wellsstacy No additional info | api_abuse | null | null | wellsstacy | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-2d62c484 |
1362f22d-0347-491c-92d8-436b1d47782e | 2025-06-11T20:06:29 | firewall | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine TCP traffic from 223.176.100.79:62935 to 15.156.239.73:393 MITRE Technique: T1566.001 noise=RXN0YWJsaXNoLg== | {
"geo_location": "Trinidad and Tobago",
"device_hash": "19b1a020d0373cf614031ddd6f79f30583839ccd",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_2 rv:5.0; kk-KZ) AppleWebKit/535.9.3 (KHTML, like Gecko) Version/5.0.3 Safari/535.9.3",
"session_id": "e7899049-c008-4b24-a052-d575f86cd47d",
"risk_score": 73.32,
"confidence": 0.77
} | 223.176.100.79 | 15.156.239.73 | null | null | null | MITRE Technique: T1566.001 | Firewall quarantine TCP traffic from 223.176.100.79:62935 to 15.156.239.73:393 MITRE Technique: T1566.001 | quarantine | 504,869 | TCP | null | null | null | null | null | null | null | null | 62,935 | 393 | 1,472 | null | null | null | null | null | null | null |
5f01629d-11fb-473a-82be-47584ae82a86 | 2025-06-25T11:24:47 | firewall | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only HTTP traffic from 173.221.4.196:500 to 198.49.10.61:346 MITRE Technique: T1059.005 | {
"geo_location": "Haiti",
"device_hash": "bd4e6c286f5fe770c6b900178beeb61935063aaf8f6ebd41c0789eb3cad88be6",
"user_agent": "Mozilla/5.0 (Windows CE) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/13.0.823.0 Safari/532.1",
"session_id": "f0a25427-edd8-40f5-b6e8-f59ae432f330",
"risk_score": 55.88,
"confidence": 0.09
} | 173.221.4.196 | 198.49.10.61 | null | null | null | MITRE Technique: T1059.005 | Firewall log-only HTTP traffic from 173.221.4.196:500 to 198.49.10.61:346 MITRE Technique: T1059.005 | log-only | 454,609 | HTTP | null | null | null | null | null | null | null | null | 500 | 346 | 2,837 | null | null | null | null | null | null | null |
99c81027-99a6-4399-b2e6-5701ddde4923 | 2025-07-08T18:07:19 | firewall | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow TCP traffic from 10.0.168.102:229 to 5.172.232.37:507 No additional info | {
"geo_location": "Luxembourg",
"device_hash": "0400a282c29fd507b08f69a9112f7e78",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 4.0; Trident/5.1)",
"session_id": "c636abe8-d7bf-4e02-98c7-b620e9ca0b47",
"risk_score": 49.78,
"confidence": 0.63
} | 10.0.168.102 | 5.172.232.37 | null | null | null | No additional info | Firewall allow TCP traffic from 10.0.168.102:229 to 5.172.232.37:507 No additional info | allow | 55,657 | TCP | null | null | null | null | null | null | null | null | 229 | 507 | 1,538 | null | null | null | null | null | null | null |
013cb08a-9533-4595-a48f-4f13fd79e3da | 2025-01-13T05:19:15 | ai | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|info| desc=AI system training_data_poisoning by joannjohnson No additional info | {
"geo_location": "Hong Kong",
"device_hash": "4fba7acd5d226346d6edb2e703a789ce51cd5667",
"user_agent": "Opera/8.86.(X11; Linux i686; lb-LU) Presto/2.9.175 Version/11.00",
"session_id": "17c3be2d-794a-40ff-87b6-0314d10518a5",
"risk_score": 36.04,
"confidence": 0.37
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by joannjohnson No additional info | training_data_poisoning | null | null | joannjohnson | null | null | null | null | null | null | null | null | null | null | null | null | model-72374837 | a46ecb626b58313c41f754edff4f4aa9 | 369b1f9a5e2790e18ed10e12426cf12510a21755 | null | null |
8228dc7b-c3d4-4e11-9462-554363ad2748 | 2025-05-16T05:26:47 | network | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 15.140.38.238 to 96.72.67.192 No additional info | {
"geo_location": "Svalbard & Jan Mayen Islands",
"device_hash": "387cbcb65a58c6ad125f2a5a36a9e79fc7eaaaa7",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/56.0.845.0 Safari/532.2",
"session_id": "47fa2b17-d841-4b25-aa1f-9db6f7100d0f",
"risk_score": 36.23,
"confidence": 0.99
} | 15.140.38.238 | 96.72.67.192 | null | null | null | No additional info | Network latency_spike from 15.140.38.238 to 96.72.67.192 No additional info | latency_spike | 943,309 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
741bd5d3-c4d2-4c71-afa0-bbd398f125dc | 2025-04-04T12:07:51 | auth | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|info| desc=Auth success for wyatt31 via key from 28.168.220.182 No additional info | {
"geo_location": "Venezuela",
"device_hash": "9b9876bb8e30b2aec0f86622db038984",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_6 rv:4.0; niu-NZ) AppleWebKit/532.46.4 (KHTML, like Gecko) Version/4.0 Safari/532.46.4",
"session_id": "e7045094-0933-4562-a88e-cf26e099c978",
"risk_score": 34.05,
"confidence": 0.7
} | 28.168.220.182 | null | null | null | null | No additional info | Auth success for wyatt31 via key from 28.168.220.182 No additional info | success | null | null | wyatt31 | null | null | null | null | null | null | null | null | null | null | key | ca:c5:3f:5b:ae:81 | null | null | null | null | null |
67a31197-e552-443b-ba1c-371e1027006d | 2025-05-12T16:07:24 | auth | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|info| desc=Auth failed for jacksonpamela via MFA from 10.184.72.98 No additional info | {
"geo_location": "Hungary",
"device_hash": "5e06b34a6ce80586736ba3c4886d6eb1438df3b1",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/9180-11-08 08:35:26 Firefox/3.6.13",
"session_id": "e35d6e8a-26bc-49f4-a8c2-c67b3263cee0",
"risk_score": 58.33,
"confidence": 0.67
} | 10.184.72.98 | null | null | null | null | No additional info | Auth failed for jacksonpamela via MFA from 10.184.72.98 No additional info | failed | null | null | jacksonpamela | null | null | null | null | null | null | null | null | null | null | MFA | 64:59:d3:eb:ac:9e | null | null | null | null | null |
99dad9c7-97ad-408f-9826-bb9709bdca91 | 2025-02-26T03:01:17 | cloud | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in Azure by grantjohn MITRE Technique: T1486 | {
"geo_location": "Moldova",
"device_hash": "851485eea5e7090a8e4fa54e5bb5f3b90c0ff9b870606237871b516b661420b5",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_8) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/49.0.867.0 Safari/535.2",
"session_id": "d64a479f-555e-435c-948b-ca111d7bf434",
"risk_score": 80.43,
"confidence": 0.81
} | null | null | null | null | null | MITRE Technique: T1486 | Cloud config_change in Azure by grantjohn MITRE Technique: T1486 | config_change | null | null | grantjohn | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-4365aa99 |
60780715-80e2-466c-9dd9-8dab3a914dd4 | 2025-02-17T14:23:38 | ai | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|high| desc=AI system prompt_injection by edwardjones MITRE Technique: T1071.001 | {
"geo_location": "Montenegro",
"device_hash": "9d905cd25f23e5387d4de879170bbd6a230c28f643d82cb5a2d808e2722171c1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/3.1)",
"session_id": "40b2d016-ea48-45eb-ad62-9e55452ca7d5",
"risk_score": 37.4,
"confidence": 0.17
} | null | null | null | null | null | MITRE Technique: T1071.001 | AI system prompt_injection by edwardjones MITRE Technique: T1071.001 | prompt_injection | null | null | edwardjones | null | null | null | null | null | null | null | null | null | null | null | null | model-58ec89bd | 98880d26d0194c201434b2bd734928fcece7252aa6db357ba2672d06cfee9f5c | f1b1333ae3a65bf0069b36321e0805ae | null | null |
3c304781-22bb-486b-80b8-08047ead0a94 | 2022-08-10T15:39:56 | endpoint | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint powershell_exec /condition/to.mov by lopezmatthew MITRE Technique: T1078.004 | {
"geo_location": "Dominica",
"device_hash": "152f85a0727031967c21c658557641a5d465096f",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_5_5 rv:2.0; bho-IN) AppleWebKit/534.47.5 (KHTML, like Gecko) Version/5.0 Safari/534.47.5",
"session_id": "ae742be6-8096-40aa-afe2-09415bffd240",
"risk_score": 64.3,
"confidence": 0.7
} | null | null | null | null | null | MITRE Technique: T1078.004 | Endpoint powershell_exec /condition/to.mov by lopezmatthew MITRE Technique: T1078.004 | powershell_exec | null | null | lopezmatthew | /condition/to.mov | 3,411 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fc4044c7-b9ff-4fae-979a-56f5146cc5f8 | 2025-02-10T03:45:20 | iot | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical physical_tamper No additional info | {
"geo_location": "Georgia",
"device_hash": "4ca4c6e99d4c405092c8ef5052fb91aa913eb4c6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 4.0; Trident/4.1)",
"session_id": "8d4fcab1-528b-4c5e-b191-c35a1e735329",
"risk_score": 18.52,
"confidence": 0.84
} | null | null | null | null | null | No additional info | IoT device Medical physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Medical | iot-52f5ad12 | 9.2 | null | null | null | null | null | null | null | null | null | null |
d4d82699-719d-40c3-aebd-44f55a5b35db | 2025-02-16T05:25:49 | auth | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|medium| desc=Auth success for tharper via password from 14.230.120.25 Associated Threat Actor: Equation Group noise=VGh1cyB3ZXN0Lg== | {
"geo_location": "Anguilla",
"device_hash": "20cdc71ff65b6bb3d5d8a61ec244a3f2cf90d1ff24d0f2068565a2ffbd5ba367",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.0; Trident/4.1)",
"session_id": "b3302cef-ae48-4fff-a3ed-1daa06572c9e",
"risk_score": 63.84,
"confidence": 0.92
} | 14.230.120.25 | null | null | null | null | Associated Threat Actor: Equation Group | Auth success for tharper via password from 14.230.120.25 Associated Threat Actor: Equation Group | success | null | null | tharper | null | null | null | null | null | null | null | null | null | null | password | d3:7e:58:e2:cf:db | null | null | null | null | null |
81ce3f16-866c-4c47-9e1d-07954ac6bac9 | 2025-04-28T01:05:58 | iot | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|high| desc=IoT device Camera command_injection MITRE Technique: T1218.011 | {
"geo_location": "Isle of Man",
"device_hash": "d60b1f40027220cb57e3bd57e6e7c586111a8c81",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/3.1)",
"session_id": "ed48a312-faa8-4826-a699-d7eb136ce51a",
"risk_score": 41.37,
"confidence": 0.97
} | null | null | null | null | null | MITRE Technique: T1218.011 | IoT device Camera command_injection MITRE Technique: T1218.011 | command_injection | null | null | null | null | null | null | null | Camera | iot-3a1fd83f | 2.9 | null | null | null | null | null | null | null | null | null | null |
46310a83-ec98-426b-ac6a-ee499fd9fa76 | 2025-05-12T22:22:12 | endpoint | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint memory_injection late by nathaniel85 Fileless execution detected | {
"geo_location": "Gibraltar",
"device_hash": "62c227d0e8adb53984d279343f0794f206d04004",
"user_agent": "Opera/8.25.(X11; Linux i686; sk-SK) Presto/2.9.183 Version/11.00",
"session_id": "639590a9-7ef6-4fb1-b290-77f92aa3e1e1",
"risk_score": 45.73,
"confidence": 0.62
} | null | null | null | null | null | Fileless execution detected | Endpoint memory_injection late by nathaniel85 Fileless execution detected | memory_injection | null | null | nathaniel85 | late | 8,371 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dc28237b-d398-4d51-b51f-ba951e85ea73 | 2025-01-31T16:22:02 | ids_alert | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|medium| desc=QRadar Alert: SQL Injection detected from 14.230.28.179 targeting 55.239.133.32 No additional info | {
"geo_location": "Lithuania",
"device_hash": "2e99176dd4c5461b4bdc2f51aee5a5ca5e09cd9ff6c18c00864b111de98618c5",
"user_agent": "Mozilla/5.0 (Linux; Android 4.3.1) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/41.0.841.0 Safari/534.2",
"session_id": "53ced296-0e53-4216-ae78-c32001a3b688",
"risk_score": 37.92,
"confidence": 0.59
} | 14.230.28.179 | 55.239.133.32 | SQL Injection | SIG-5733 | Evasion | No additional info | QRadar Alert: SQL Injection detected from 14.230.28.179 targeting 55.239.133.32 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
278286b6-fe0f-4466-8e86-44a0b70a3a25 | 2025-04-25T04:22:35 | iot | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical firmware_update MITRE Technique: T1566.001 | {
"geo_location": "Kyrgyz Republic",
"device_hash": "a2a6c4ce01268c78afa954b8dddde850d7cc496be0bb1d969de642d7200eb766",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; vi-VN) AppleWebKit/532.5.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B119 Safari/6532.5.1",
"session_id": "b771befb-7804-4197-ac88-3a8fe0c20f2b",
"risk_score": 70.32,
"confidence": 0.52
} | null | null | null | null | null | MITRE Technique: T1566.001 | IoT device Medical firmware_update MITRE Technique: T1566.001 | firmware_update | null | null | null | null | null | null | null | Medical | iot-d42980f9 | 7.7 | null | null | null | null | null | null | null | null | null | null |
c1d400cf-ae09-4ff8-bbae-29778e1c0710 | 2025-01-16T20:36:03 | cloud | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in OCI by nhinton No additional info noise=contain|small|campaign | {
"geo_location": "Moldova",
"device_hash": "6fbb2e81db93652d8752db196c9b65a76c46f8b5",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_5 rv:4.0; iw-IL) AppleWebKit/532.40.5 (KHTML, like Gecko) Version/4.0 Safari/532.40.5",
"session_id": "0b5223d4-d4e7-47fa-830b-da288a555580",
"risk_score": 91.22,
"confidence": 0.61
} | null | null | null | null | null | No additional info | Cloud api_abuse in OCI by nhinton No additional info | api_abuse | null | null | nhinton | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-73970fce |
aec98c8a-96ee-42b6-87b6-253801aee335 | 2025-03-21T07:01:09 | auth | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for jonesmitchell via password from 87.74.37.106 MITRE Technique: T1134.001 | Associated Threat Actor: APT41 | {
"geo_location": "Bahrain",
"device_hash": "ac73f7339cf96879b271bed6d82bbc9bde4de5ec2ea3dae52f616fb6ecbd09fd",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_0; rv:1.9.2.20) Gecko/4629-01-21 14:20:47 Firefox/10.0",
"session_id": "6f3c94a9-40f3-4025-b44a-aa2eb3de76b4",
"risk_score": 59.07,
"confidence": 0.05
} | 87.74.37.106 | null | null | null | null | MITRE Technique: T1134.001 | Associated Threat Actor: APT41 | Auth challenge for jonesmitchell via password from 87.74.37.106 MITRE Technique: T1134.001 | Associated Threat Actor: APT41 | challenge | null | null | jonesmitchell | null | null | null | null | null | null | null | null | null | null | password | dd:99:c3:0b:c1:27 | null | null | null | null | null |
22301037-4f0f-4a95-b685-bf2231564932 | 2025-05-23T07:02:12 | iot | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor side_channel MITRE Technique: T1053.005 | {
"geo_location": "French Southern Territories",
"device_hash": "8c42b79a892fe41f2b335bdf46142c21",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/5.1)",
"session_id": "5cd570c3-693c-48fd-8e1e-6db90f232e6d",
"risk_score": 44.12,
"confidence": 0.3
} | null | null | null | null | null | MITRE Technique: T1053.005 | IoT device Sensor side_channel MITRE Technique: T1053.005 | side_channel | null | null | null | null | null | null | null | Sensor | iot-bb5bc48f | 4.1 | null | null | null | null | null | null | null | null | null | null |
8becd06b-d17e-4949-bd6b-6973e8a95a19 | 2025-04-26T22:21:11 | auth | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|low| desc=Auth timeout for paulmurray via passwordless from 78.151.215.25 No additional info | {
"geo_location": "Romania",
"device_hash": "62059668d9fc7879a742a7f313a9629a6d995ba5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Win 9x 4.90; Trident/5.0)",
"session_id": "be5c23e1-c1ea-4f44-857e-d139489f9a9c",
"risk_score": 63.79,
"confidence": 0.83
} | 78.151.215.25 | null | null | null | null | No additional info | Auth timeout for paulmurray via passwordless from 78.151.215.25 No additional info | timeout | null | null | paulmurray | null | null | null | null | null | null | null | null | null | null | passwordless | 30:85:43:b8:24:04 | null | null | null | null | null |
769f05b9-25ad-4866-9f82-906de29b5aea | 2025-03-21T22:45:45 | network | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|high| desc=Network latency_spike from 87.19.114.93 to 16.96.137.144 No additional info | {
"geo_location": "Malta",
"device_hash": "8fd432e97c7f4fe3ece9a0e2cc4771e5f80fca5e8cb5b80ec7e395292da44e2a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/3.0)",
"session_id": "df552866-1bcb-4ae4-931b-0ffd6be7becf",
"risk_score": 50.95,
"confidence": 0.04
} | 87.19.114.93 | 16.96.137.144 | null | null | null | No additional info | Network latency_spike from 87.19.114.93 to 16.96.137.144 No additional info | latency_spike | 541,691 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8095bd9f-2f64-447e-ba09-857fda16ee95 | 2025-04-06T19:46:09 | firewall | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|info| desc=Firewall deny TCP traffic from 69.111.41.127:811 to 10.157.207.165:13309 Associated Threat Actor: Mustang Panda | {
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "947b13174b772befd98dd221061aea0ed8970fa9b88a5b5acd5362e7d85657e2",
"user_agent": "Opera/8.85.(Windows 95; bhb-IN) Presto/2.9.184 Version/10.00",
"session_id": "82bbd818-1bee-4447-9b78-0b7b59bc20e2",
"risk_score": 50.76,
"confidence": 0.25
} | 69.111.41.127 | 10.157.207.165 | null | null | null | Associated Threat Actor: Mustang Panda | Firewall deny TCP traffic from 69.111.41.127:811 to 10.157.207.165:13309 Associated Threat Actor: Mustang Panda | deny | 102,183 | TCP | null | null | null | null | null | null | null | null | 811 | 13,309 | 1,936 | null | null | null | null | null | null | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.