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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
55dcabf4-41f1-4a8e-b2af-e295752489a5 | 2025-05-21T03:07:02 | endpoint | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_stop sea by vanessamoore Associated Threat Actor: Equation Group noise=U3VtbWVyLg== | {
"geo_location": "Burundi",
"device_hash": "005f8257b216350d9d1910821d2d91db",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_2_1 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/47.0.869.0 Mobile/81E129 Safari/535.2",
"session_id": "878da47e-119e-4561-8df4-4c3943f672bf",
"risk_score": 26.55,
"confidence": 0.84
} | null | null | null | null | null | Associated Threat Actor: Equation Group | Endpoint process_stop sea by vanessamoore Associated Threat Actor: Equation Group | process_stop | null | null | vanessamoore | sea | 8,246 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9109e891-865c-4f8e-acca-05fcf4177b5a | 2025-02-07T21:12:40 | iot | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|high| desc=IoT device Medical sensor_spoofing No additional info | {
"geo_location": "Panama",
"device_hash": "616fe3300077d7c7da3926783e53dfbd959b68b7",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/535.30.4 (KHTML, like Gecko) Version/5.1 Safari/535.30.4",
"session_id": "2a8ec982-d277-421d-9946-0266248d3d51",
"risk_score": 89.12,
"confidence": 0.29
} | null | null | null | null | null | No additional info | IoT device Medical sensor_spoofing No additional info | sensor_spoofing | null | null | null | null | null | null | null | Medical | iot-a25501f1 | 7.5 | null | null | null | null | null | null | null | null | null | null |
2e0b6598-0334-4115-ba85-642685b57884 | 2025-03-07T14:52:25 | ai | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|high| desc=AI system model_access by mhenderson No additional info | {
"geo_location": "Spain",
"device_hash": "56d2a2eb41e22d1784b286b69c1db01ccdbc9094",
"user_agent": "Opera/8.24.(X11; Linux i686; hi-IN) Presto/2.9.180 Version/12.00",
"session_id": "4076fae8-2f78-42fc-989b-75d3c1fe001d",
"risk_score": 49.95,
"confidence": 0.33
} | null | null | null | null | null | No additional info | AI system model_access by mhenderson No additional info | model_access | null | null | mhenderson | null | null | null | null | null | null | null | null | null | null | null | null | model-55c7adc7 | 83e8d54819dbbc2120400b07c7fb60ae | 0707802e35b470056c632b1a312d877c | null | null |
6d66faef-8663-4e10-8448-1b3214cf9988 | 2025-03-26T15:51:59 | auth | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|low| desc=Auth bypass for loriharrison via biometric from 124.114.175.139 No additional info | {
"geo_location": "Norfolk Island",
"device_hash": "f9f04264c185583d1340b6e295853bf2",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/6519-08-05 21:56:04 Firefox/3.8",
"session_id": "1c0b49c3-1038-40c6-8da1-81f0ec2e77d7",
"risk_score": 48.09,
"confidence": 0.09
} | 124.114.175.139 | null | null | null | null | No additional info | Auth bypass for loriharrison via biometric from 124.114.175.139 No additional info | bypass | null | null | loriharrison | null | null | null | null | null | null | null | null | null | null | biometric | 28:8e:c5:fa:3b:49 | null | null | null | null | null |
84632099-6a98-4d26-8d40-835c032b171a | 2025-03-03T17:32:22 | firewall | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|high| desc=Firewall inspect UDP traffic from 193.248.18.78:747 to 187.213.11.134:26839 No additional info | {
"geo_location": "Vietnam",
"device_hash": "98b3621646d61cf457f80c68c87c791d264d7486",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/531.2.6 (KHTML, like Gecko) Version/4.0 Safari/531.2.6",
"session_id": "d6174cbb-5ae2-4c1f-bc76-1fa7c0c6e86c",
"risk_score": 35.32,
"confidence": 0.5
} | 193.248.18.78 | 187.213.11.134 | null | null | null | No additional info | Firewall inspect UDP traffic from 193.248.18.78:747 to 187.213.11.134:26839 No additional info | inspect | 118,457 | UDP | null | null | null | null | {
"baseline_deviation": 2.42,
"entropy": 4.66,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 747 | 26,839 | 2,798 | null | null | null | null | null | null | null |
60a36867-e349-43a2-85c2-389ec6b66260 | 2025-01-26T10:07:55 | firewall | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|critical| desc=Firewall inspect HTTPS traffic from 10.231.185.251:672 to 122.170.129.213:881 MITRE Technique: T1566.001 | Associated Threat Actor: BlueNoroff | {
"geo_location": "Netherlands Antilles",
"device_hash": "f17a4843374c329391e855fef44c2317a8933f2c",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/535.49.4 (KHTML, like Gecko) Version/5.0 Safari/535.49.4",
"session_id": "8565ddec-b2a0-429b-a575-83cfad1f00a8",
"risk_score": 60,
"confidence": 0.56
} | 10.231.185.251 | 122.170.129.213 | null | null | null | MITRE Technique: T1566.001 | Associated Threat Actor: BlueNoroff | Firewall inspect HTTPS traffic from 10.231.185.251:672 to 122.170.129.213:881 MITRE Technique: T1566.001 | Associated Threat Actor: BlueNoroff | inspect | 415,768 | HTTPS | null | null | null | null | null | null | null | null | 672 | 881 | 2,773 | null | null | null | null | null | null | null |
46ca4fd1-66bb-4a2d-9db0-23493056326b | 2026-09-02T20:29:21 | network | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|low| desc=Network covert_channel from 73.49.132.205 to 211.13.187.180 No additional info | {
"geo_location": "British Virgin Islands",
"device_hash": "3663bc05bf0956a6d0b679e63f52e0e2",
"user_agent": "Opera/9.80.(X11; Linux i686; tig-ER) Presto/2.9.176 Version/11.00",
"session_id": "d1d79956-d581-416e-9eae-f10c7658839f",
"risk_score": 59.69,
"confidence": 0.28
} | 73.49.132.205 | 211.13.187.180 | null | null | null | No additional info | Network covert_channel from 73.49.132.205 to 211.13.187.180 No additional info | covert_channel | 677,306 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2fb59193-e651-41ec-87d8-4c013f443c99 | 2025-07-03T11:49:35 | auth | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|high| desc=Auth bypass for phillip92 via biometric from 10.228.34.156 No additional info | {
"geo_location": "Austria",
"device_hash": "37b19313b357234736673c34b869695e9f7f0ce85082ebb9faf90bdae8443db2",
"user_agent": "Opera/9.86.(X11; Linux x86_64; wal-ET) Presto/2.9.165 Version/11.00",
"session_id": "1a6b00c3-7786-4ba2-9280-dffd639ead13",
"risk_score": 35.41,
"confidence": 0.85
} | 10.228.34.156 | null | null | null | null | No additional info | Auth bypass for phillip92 via biometric from 10.228.34.156 No additional info | bypass | null | null | phillip92 | null | null | null | null | null | null | null | null | null | null | biometric | 6b:51:a7:79:ec:a1 | null | null | null | null | null |
b70a973b-28fe-4716-9047-b7fc9896b78d | 2025-03-20T08:48:13 | network | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|info| desc=Network disconnection from 124.183.47.102 to 19.202.71.183 MITRE Technique: T1543.003 | {
"geo_location": "Russia",
"device_hash": "2609ebee1a5511a55b956bc17cb06d7f29c38e01",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_0) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/49.0.883.0 Safari/534.1",
"session_id": "0dbb1506-b6f0-444b-9061-dc217fa31701",
"risk_score": 12.51,
"confidence": 0.82
} | 124.183.47.102 | 19.202.71.183 | null | null | null | MITRE Technique: T1543.003 | Network disconnection from 124.183.47.102 to 19.202.71.183 MITRE Technique: T1543.003 | disconnection | 357,478 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
76081369-50dc-46e4-af60-79ac13c44b62 | 2025-01-28T23:43:56 | ai | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|low| desc=AI system model_access by doconnell No additional info noise=U2Vlay4= | {
"geo_location": "Guinea-Bissau",
"device_hash": "16610c8e0f54d976f736af856e1ba8ae0073f2a2",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 4_2_1 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) CriOS/35.0.810.0 Mobile/43G283 Safari/531.1",
"session_id": "2196a228-df50-491f-b92e-339b50dbc5c6",
"risk_score": 66.78,
"confidence": 0.6
} | null | null | null | null | null | No additional info | AI system model_access by doconnell No additional info | model_access | null | null | doconnell | null | null | null | null | null | null | null | null | null | null | null | null | model-e0750e0f | 3f9c7b76eddadb4912bc106a6018f26b | 61db4d271bae17c9966a4ade89804b07 | null | null |
a3029bdd-9698-465b-8683-d3cf5ced3c0b | 2025-04-27T17:18:43 | cloud | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud storage_access in GCP by rkennedy No additional info noise=B400878C | {
"geo_location": "Pakistan",
"device_hash": "c7ba1bdf4a6121f6208681133f5deba357a8e1a5117e8ad4db8db98b67e4281b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 10.0; Trident/4.0)",
"session_id": "94c41f1d-c5aa-40aa-8c2c-9d09f0697016",
"risk_score": 78.82,
"confidence": 0.94
} | null | null | null | null | null | No additional info | Cloud storage_access in GCP by rkennedy No additional info | storage_access | null | null | rkennedy | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-47a8add2 |
bc5f5c87-4171-436c-8a33-27e743e32e8e | 2025-05-24T17:14:00 | endpoint | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_start institution by evanhunter MITRE Technique: T1110.003 | Fileless execution detected | {
"geo_location": "Lesotho",
"device_hash": "9bdf7ca5988c69e89948f758aec86402eebe0881",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/5.1)",
"session_id": "873b41de-9d6b-4dac-9a7a-455d32c93844",
"risk_score": 31.24,
"confidence": 0.05
} | null | null | null | null | null | MITRE Technique: T1110.003 | Fileless execution detected | Endpoint process_start institution by evanhunter MITRE Technique: T1110.003 | Fileless execution detected | process_start | null | null | evanhunter | institution | 5,205 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
95c1e478-446a-46c6-9186-9dc67d5a080a | 2025-02-21T22:19:31 | ai | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|low| desc=AI system training_data_poisoning by janebrewer No additional info | {
"geo_location": "Mauritius",
"device_hash": "a9acf0959197d5c07c0d8fbec53852dc",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/23.0.800.0 Safari/532.0",
"session_id": "bca0c6b0-e741-4bb8-9610-dc643caa6032",
"risk_score": 41.67,
"confidence": 0.26
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by janebrewer No additional info | training_data_poisoning | null | null | janebrewer | null | null | null | null | null | null | null | null | null | null | null | null | model-3a4b3486 | 3855998d6fe6656db850e1bd36be79f0 | 15e2ff2749d99d2151264329aad47c4ccd5984b0 | null | null |
d8787526-10b3-4a46-8afc-23530ffe4543 | 2025-05-10T08:45:42 | endpoint | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint file_access street by mpearson MITRE Technique: T1543.003 | {
"geo_location": "Belize",
"device_hash": "5f31693950f1721406f16a990bdb724f6db99375",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/533.16.3 (KHTML, like Gecko) Version/4.0.4 Safari/533.16.3",
"session_id": "b0a9f8d3-0005-41b6-b083-58f9dc82c3d1",
"risk_score": 37.89,
"confidence": 0.49
} | null | null | null | null | null | MITRE Technique: T1543.003 | Endpoint file_access street by mpearson MITRE Technique: T1543.003 | file_access | null | null | mpearson | street | 1,110 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e7a5f517-6443-46ed-acf5-947b542ca601 | 2025-04-16T19:30:40 | network | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|critical| desc=Network disconnection from 159.255.36.99 to 63.202.183.105 No additional info | {
"geo_location": "Pitcairn Islands",
"device_hash": "569a68653377402e0f951122b4ae1561",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 9_3_5 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) CriOS/43.0.848.0 Mobile/12M014 Safari/535.0",
"session_id": "47729e2e-bc14-4477-abd2-11b289ae9e35",
"risk_score": 12.49,
"confidence": 0.29
} | 159.255.36.99 | 63.202.183.105 | null | null | null | No additional info | Network disconnection from 159.255.36.99 to 63.202.183.105 No additional info | disconnection | 738,561 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2ab0f02a-59d9-4055-b282-7e9748da743f | 2025-01-22T02:37:05 | ai | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by alandry MITRE Technique: T1059.001 | {
"geo_location": "Bolivia",
"device_hash": "deb95f8c62b383337ccda7a51fa91f6d9b726d33",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/5351-03-16 13:28:53 Firefox/14.0",
"session_id": "53f283b4-8805-4790-93fc-9e15a0770be5",
"risk_score": 43.96,
"confidence": 0.97
} | null | null | null | null | null | MITRE Technique: T1059.001 | AI system prompt_injection by alandry MITRE Technique: T1059.001 | prompt_injection | null | null | alandry | null | null | null | null | null | null | null | null | null | null | null | null | model-8bf40229 | e2a1e39855d6ba2b498e996aadec5f47c2996e7e | ef3bece04f575cff3fec09b8e4aa19f8ae70bbe3 | null | null |
a022e047-388c-47cc-8675-80f33c0afb3f | 2025-03-05T22:32:01 | endpoint | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint driver_load /training/against.tiff by mariabecker MITRE Technique: T1134.001 | {
"geo_location": "Greenland",
"device_hash": "fb8ee35473f95c01264194d9ecab751184643a2b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Trident/3.0)",
"session_id": "d194028d-e52c-48a9-b27c-30a54ad2da02",
"risk_score": 39.98,
"confidence": 0.6
} | null | null | null | null | null | MITRE Technique: T1134.001 | Endpoint driver_load /training/against.tiff by mariabecker MITRE Technique: T1134.001 | driver_load | null | null | mariabecker | /training/against.tiff | 5,323 | cmd.exe | {
"baseline_deviation": 0.57,
"entropy": 2.26,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
67cd8d64-ea71-4a21-9c30-ff6c0aba0d61 | 2025-05-13T04:48:33 | auth | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|info| desc=Auth failed for jeanettemorales via biometric from 10.130.132.53 No additional info noise=fish|right|join | {
"geo_location": "Paraguay",
"device_hash": "59c1eafc9810aee68a4dd43222ff5aeb2f998eacd88ebaf033b3940180ef0cab",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_4; rv:1.9.2.20) Gecko/6960-07-23 07:20:31 Firefox/5.0",
"session_id": "99eeb613-64df-4265-b83b-42cf00bac49f",
"risk_score": 19.7,
"confidence": 0.57
} | 10.130.132.53 | null | null | null | null | No additional info | Auth failed for jeanettemorales via biometric from 10.130.132.53 No additional info | failed | null | null | jeanettemorales | null | null | null | null | null | null | null | null | null | null | biometric | 6b:99:c0:f3:87:f6 | null | null | null | null | null |
056dfe76-23c3-4130-842f-1ae1c35b26ea | 2025-03-14T21:22:07 | ai | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by thomasthomas Associated Threat Actor: APT41 | {
"geo_location": "Kenya",
"device_hash": "82bdc8f6b072cf076d9c044aee261c1f646ab93a",
"user_agent": "Opera/9.79.(X11; Linux i686; tr-CY) Presto/2.9.189 Version/10.00",
"session_id": "fd83e742-40f9-4f73-a5ce-5cd002d46cf0",
"risk_score": 73.21,
"confidence": 0.27
} | null | null | null | null | null | Associated Threat Actor: APT41 | AI system adversarial_input by thomasthomas Associated Threat Actor: APT41 | adversarial_input | null | null | thomasthomas | null | null | null | null | null | null | null | null | null | null | null | null | model-96805754 | 46f4e85b529e4decd8d859014fb46c34706b5c5e | 6304c90c8faca81f475c5b1a5ef767ca44d4d05d | null | null |
d238d81b-ee40-48f5-afd0-64a95f521c37 | 2025-01-12T19:23:59 | endpoint | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint driver_load but by jerry65 No additional info | {
"geo_location": "Equatorial Guinea",
"device_hash": "1018613b8136eed84da30954d43affc4303221ff2b6190a598d5be9fefada659",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_8_1 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) CriOS/54.0.813.0 Mobile/72Q424 Safari/531.2",
"session_id": "5e06ee27-9036-4988-ba10-3048fb467e04",
"risk_score": 65.38,
"confidence": 0.01
} | null | null | null | null | null | No additional info | Endpoint driver_load but by jerry65 No additional info | driver_load | null | null | jerry65 | but | 5,423 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
38f60e7f-5364-4715-bd35-2df7fdc41810 | 2025-06-29T10:06:20 | endpoint | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint process_stop /plan/road.tiff by farrellvirginia MITRE Technique: T1218.011 | Associated Threat Actor: BlueNoroff | {
"geo_location": "South Africa",
"device_hash": "c465bc4b67e961b42f9504488cde05827767a4ea13dc03c9a825176deb2a9f23",
"user_agent": "Opera/8.80.(X11; Linux x86_64; sq-ML) Presto/2.9.183 Version/11.00",
"session_id": "e57d432f-b5b0-480f-b3e9-221905705caf",
"risk_score": 82.98,
"confidence": 0.02
} | null | null | null | null | null | MITRE Technique: T1218.011 | Associated Threat Actor: BlueNoroff | Endpoint process_stop /plan/road.tiff by farrellvirginia MITRE Technique: T1218.011 | Associated Threat Actor: BlueNoroff | process_stop | null | null | farrellvirginia | /plan/road.tiff | 6,081 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1f1acf17-d210-4b1d-b7da-6c0312024ea6 | 2025-03-15T20:28:02 | network | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|critical| desc=Network beaconing from 131.168.212.223 to 150.39.136.146 DGA domain detected | {
"geo_location": "Romania",
"device_hash": "36746b650827cfb694aeffcec9e42cdc2af9f4f3",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/18.0.862.0 Safari/533.1",
"session_id": "932bfbac-c305-48a6-aeec-cb007c910ba7",
"risk_score": 6.34,
"confidence": 0.37
} | 131.168.212.223 | 150.39.136.146 | null | null | null | DGA domain detected | Network beaconing from 131.168.212.223 to 150.39.136.146 DGA domain detected | beaconing | 787,508 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
52d4439f-bf94-4f65-b3c4-0feba4b3478e | 2025-05-24T12:37:23 | firewall | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop ICMP traffic from 167.130.207.120:42 to 42.156.115.149:38911 No additional info | {
"geo_location": "North Korea",
"device_hash": "0ae7b25b9df185126c119bacb28d19cff5d2a3d839f80babfbfb089d2d3c97f9",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/533.45.3 (KHTML, like Gecko) Version/5.1 Safari/533.45.3",
"session_id": "3391dd81-d45a-4522-971e-2d57b0238cff",
"risk_score": 62.51,
"confidence": 0.02
} | 167.130.207.120 | 42.156.115.149 | null | null | null | No additional info | Firewall drop ICMP traffic from 167.130.207.120:42 to 42.156.115.149:38911 No additional info | drop | 20,356 | ICMP | null | null | null | null | null | null | null | null | 42 | 38,911 | 1,960 | null | null | null | null | null | null | null |
bc4147e5-39c2-4877-99d4-16a642ce0c5e | 2025-02-15T02:06:49 | ai | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|medium| desc=AI system fine_tuning by diana86 No additional info | {
"geo_location": "Guinea-Bissau",
"device_hash": "10c90948ee47e062e526ff7c3138d9c6a360c1a615016cc5c455e15b857d93e8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/3.1)",
"session_id": "22204bba-c19a-4f7a-979b-6e43aa3a24b1",
"risk_score": 81.01,
"confidence": 0.42
} | null | null | null | null | null | No additional info | AI system fine_tuning by diana86 No additional info | fine_tuning | null | null | diana86 | null | null | null | null | null | null | null | null | null | null | null | null | model-f0a61614 | 3f31412cf6a1be89a2bf805840fd0e6c781bb31f5b3d13d1efbdbbb0a2c2eb6f | bb62cfce7291a112b39d29118c1ec78834d88033ca2f94151341e5a3e6652cdf | null | null |
25f5a1c9-a746-4324-83a0-ded9edda7a1e | 2025-03-04T17:51:18 | ai | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by jking No additional info noise=house|six|find | {
"geo_location": "Jamaica",
"device_hash": "7e55ed83a5cd9b5d0e49a6380d95ec44bd1de197",
"user_agent": "Opera/9.72.(X11; Linux x86_64; th-TH) Presto/2.9.183 Version/10.00",
"session_id": "2bdbefba-27f3-4091-8d7e-0e666252bc52",
"risk_score": 38.27,
"confidence": 0.11
} | null | null | null | null | null | No additional info | AI system prompt_injection by jking No additional info | prompt_injection | null | null | jking | null | null | null | null | null | null | null | null | null | null | null | null | model-354f96c8 | 5ccf9383340800f581d889904e693d5f9b97191d66889f3a7305c50f8839cf65 | 1bc8d1cc2b6a3e60ae719a99638244ee | null | null |
d40e48f8-8354-45e3-99b5-d9d54e7fb90d | 2025-04-06T17:35:14 | ids_alert | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|medium| desc=QRadar Alert: DDoS detected from 10.211.85.46 targeting 58.45.22.211 No additional info | {
"geo_location": "Mauritius",
"device_hash": "b926d877a6ead70b92908d0bb3331847",
"user_agent": "Opera/8.93.(X11; Linux i686; ne-NP) Presto/2.9.177 Version/11.00",
"session_id": "34c5bfc5-7650-40ed-b1d6-12e01ad33366",
"risk_score": 71.52,
"confidence": 0.63
} | 10.211.85.46 | 58.45.22.211 | DDoS | SIG-8167 | Policy | No additional info | QRadar Alert: DDoS detected from 10.211.85.46 targeting 58.45.22.211 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
be8bdf25-7022-4e6e-9051-40b3342193e9 | 2025-06-17T10:32:02 | firewall | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|high| desc=Firewall deny RDP traffic from 206.190.237.73:273 to 36.213.109.42:153 Associated Threat Actor: Scattered Spider | {
"geo_location": "Czech Republic",
"device_hash": "d66f04587f9ab4ed409217824fc6e61edac387ea",
"user_agent": "Mozilla/5.0 (Windows NT 6.1; si-LK; rv:1.9.1.20) Gecko/2106-05-21 20:09:05 Firefox/3.6.9",
"session_id": "0823065c-5004-41f7-94de-824f484585f8",
"risk_score": 39.41,
"confidence": 0.66
} | 206.190.237.73 | 36.213.109.42 | null | null | null | Associated Threat Actor: Scattered Spider | Firewall deny RDP traffic from 206.190.237.73:273 to 36.213.109.42:153 Associated Threat Actor: Scattered Spider | deny | 528,492 | RDP | null | null | null | null | null | null | null | null | 273 | 153 | 174 | null | null | null | null | null | null | null |
bd535259-2c41-492b-8853-26840b0c5f28 | 2025-01-24T15:54:16 | auth | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for nsmith via biometric from 25.32.222.103 Credential stuffing pattern detected | {
"geo_location": "Niger",
"device_hash": "991b132a201308aba68f389d5d85df522041dc3aff3d1968c07c4fd7a7b4f6a8",
"user_agent": "Mozilla/5.0 (Linux; Android 12) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/50.0.889.0 Safari/531.1",
"session_id": "4d2edce5-8a0d-48ef-8b9b-5e2084674584",
"risk_score": 34.62,
"confidence": 0.87
} | 25.32.222.103 | null | null | null | null | Credential stuffing pattern detected | Auth timeout for nsmith via biometric from 25.32.222.103 Credential stuffing pattern detected | timeout | null | null | nsmith | null | null | null | null | null | null | null | null | null | null | biometric | 3d:37:cb:60:7c:b7 | null | null | null | null | null |
632aadf8-25de-4c3c-bdf3-26d0cb6b2b38 | 2025-01-20T14:51:09 | ai | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|high| desc=AI system api_abuse by james38 No additional info | {
"geo_location": "Australia",
"device_hash": "aa784b018772be0dc71735ffa3ed9a97",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/49.0.898.0 Safari/534.1",
"session_id": "2d5457f3-ba56-4f1a-9990-e5563c3ea5da",
"risk_score": 27.89,
"confidence": 0.17
} | null | null | null | null | null | No additional info | AI system api_abuse by james38 No additional info | api_abuse | null | null | james38 | null | null | null | null | null | null | null | null | null | null | null | null | model-46d67f3e | a401efbf9e24c587e33d0e9cf951b1ede31b41c1 | 849b21665709b36ccb6acccec19a529a626a2cef | null | null |
e77d1042-1885-4958-9e0c-bff01d22099f | 2025-01-26T12:57:10 | iot | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor command_injection MITRE Technique: T1218.011 | {
"geo_location": "Argentina",
"device_hash": "5556abf4483f5e1fa79d771666c1b3bc7f8c777d1491558e99465cc8c01de7b9",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; ik-CA) AppleWebKit/534.13.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6534.13.4",
"session_id": "19b6d8d2-425f-4ce6-8188-e75ba148f469",
"risk_score": 31.81,
"confidence": 0.45
} | null | null | null | null | null | MITRE Technique: T1218.011 | IoT device Sensor command_injection MITRE Technique: T1218.011 | command_injection | null | null | null | null | null | null | null | Sensor | iot-bee37c43 | 5.4 | null | null | null | null | null | null | null | null | null | null |
c40ebb0f-ba93-4f98-9e00-f0b24057d242 | 2025-01-20T08:31:42 | firewall | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop TCP traffic from 60.215.113.136:87 to 70.128.42.237:566 No additional info | {
"geo_location": "Zambia",
"device_hash": "fda21b8cba593a793d1acc2818c9c97c",
"user_agent": "Opera/8.80.(Windows 95; zu-ZA) Presto/2.9.162 Version/10.00",
"session_id": "13d737e6-afbc-4b4e-9981-6addd3308122",
"risk_score": 95.23,
"confidence": 0.61
} | 60.215.113.136 | 70.128.42.237 | null | null | null | No additional info | Firewall drop TCP traffic from 60.215.113.136:87 to 70.128.42.237:566 No additional info | drop | 703,380 | TCP | null | null | null | null | null | null | null | null | 87 | 566 | 2,482 | null | null | null | null | null | null | null |
2dff952e-670c-4dde-8706-05fcf1ec466a | 2025-02-24T06:37:31 | iot | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|high| desc=IoT device Medical side_channel No additional info | {
"geo_location": "Barbados",
"device_hash": "9a9b1a9ff4a1f083c7ce2cd9f7736da37c5fb41c",
"user_agent": "Mozilla/5.0 (Windows NT 6.1; yo-NG; rv:1.9.0.20) Gecko/9089-07-09 13:25:59 Firefox/9.0",
"session_id": "3cd9ffa7-26b0-427b-af83-a0a8182a9296",
"risk_score": 59.13,
"confidence": 0.08
} | null | null | null | null | null | No additional info | IoT device Medical side_channel No additional info | side_channel | null | null | null | null | null | null | null | Medical | iot-7db79392 | 6.5 | null | null | null | null | null | null | null | null | null | null |
36adb741-daad-49b4-b031-0359af76ad4e | 2025-04-25T05:26:01 | iot | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor unusual_activity No additional info noise=realize|case|not | {
"geo_location": "Uganda",
"device_hash": "234489dfb93d1a372d14839d757ea68cef470e56",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_5) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/22.0.812.0 Safari/532.0",
"session_id": "1e9a1070-f6d2-486b-a830-41f0f5914373",
"risk_score": 60.63,
"confidence": 0.06
} | 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-ba363f3e | 10.3 | null | null | null | null | null | null | null | null | null | null |
371eaa6b-ad83-43fa-ad53-e6b2d42872d2 | 2025-05-26T23:00:18 | cloud | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|low| desc=Cloud crypto_mining in AWS by joseph41 No additional info | {
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "b6d62f2e08a48465082450f1eb48fe10",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/3690-08-17 17:53:26 Firefox/3.8",
"session_id": "4fd502bf-f526-4984-8018-f6d5dd04fb16",
"risk_score": 70.06,
"confidence": 0.02
} | null | null | null | null | null | No additional info | Cloud crypto_mining in AWS by joseph41 No additional info | crypto_mining | null | null | joseph41 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-9cc8fabb |
1ddb02c6-92bd-4bf8-9caa-54981270e174 | 2025-02-17T00:30:00 | ids_alert | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|medium| desc=Darktrace Alert: Supply Chain Compromise detected from 170.57.166.167 targeting N/A MITRE Technique: T1071.001 noise=categories/list/blog | {
"geo_location": "Kyrgyz Republic",
"device_hash": "608bc00ec14a9ac7118732c211093b699ece6e4a0e279a9e97560c6155024000",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/19.0.819.0 Safari/532.0",
"session_id": "dd465fba-fa13-4b3e-bf2c-6c1393ec270c",
"risk_score": 30.29,
"confidence": 0.37
} | 170.57.166.167 | N/A | Supply Chain Compromise | SIG-5182 | Evasion | MITRE Technique: T1071.001 | Darktrace Alert: Supply Chain Compromise detected from 170.57.166.167 targeting N/A 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 |
25d650f3-317c-4c93-9a02-add2a0766844 | 2025-03-21T03:00:48 | ai | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|high| desc=AI system model_access by dawnnelson No additional info | {
"geo_location": "Guinea",
"device_hash": "13f91d576c7068fa198c15e4b7316f8daa02227464dad855b5e81d872a3a3fbf",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.0; Trident/5.1)",
"session_id": "36e480ea-d94d-40fc-b068-fb4b26e5febb",
"risk_score": 63.74,
"confidence": 0.89
} | null | null | null | null | null | No additional info | AI system model_access by dawnnelson No additional info | model_access | null | null | dawnnelson | null | null | null | null | null | null | null | null | null | null | null | null | model-e4017791 | f3de0958d4052436c85567cc8d81416b | 6e2fbc42a19b4cf5c4f607778c921716 | null | null |
0e60f2ab-b9e4-4fb6-86ad-3151a763e842 | 2025-06-08T14:48:03 | cloud | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|critical| desc=Cloud storage_access in AWS by tamaramoody Associated Threat Actor: TA505 | {
"geo_location": "Malaysia",
"device_hash": "cbb9a8cba766343c51dff45d0469355c",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_6) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/63.0.809.0 Safari/533.1",
"session_id": "c5b60de3-84da-4cf9-bbf2-208a342e4e2e",
"risk_score": 41.57,
"confidence": 0.37
} | null | null | null | null | null | Associated Threat Actor: TA505 | Cloud storage_access in AWS by tamaramoody Associated Threat Actor: TA505 | storage_access | null | null | tamaramoody | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-da7d9155 |
af3bd84c-1a5e-443f-ab82-bca53b62ce00 | 2025-03-31T03:19:24 | network | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 61.218.212.171 to 97.200.54.64 No additional info | {
"geo_location": "Mauritius",
"device_hash": "42f89cafdfdc32f794282ca9396db724",
"user_agent": "Opera/8.11.(X11; Linux x86_64; ff-SN) Presto/2.9.184 Version/11.00",
"session_id": "d8eaaa17-8de5-4a76-9682-4447aed95201",
"risk_score": 47.35,
"confidence": 0.76
} | 61.218.212.171 | 97.200.54.64 | null | null | null | No additional info | Network covert_channel from 61.218.212.171 to 97.200.54.64 No additional info | covert_channel | 263,966 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e26b2138-90d9-44fa-9ce5-9befc51491b8 | 2025-01-20T05:00:03 | cloud | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|critical| desc=Cloud storage_access in GCP by jessica55 No additional info | {
"geo_location": "Lithuania",
"device_hash": "d11171fabd6ddc9f43105d05a02f39be5f4ea924",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_4 rv:6.0; crh-UA) AppleWebKit/532.35.1 (KHTML, like Gecko) Version/4.1 Safari/532.35.1",
"session_id": "9b25a761-70ff-4c01-88db-cbf6bcb6a76a",
"risk_score": 81.78,
"confidence": 0.1
} | null | null | null | null | null | No additional info | Cloud storage_access in GCP by jessica55 No additional info | storage_access | null | null | jessica55 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-af23194a |
cae439c8-9cda-44e4-83f0-642273ea41ea | 2025-01-31T07:45:29 | network | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|high| desc=Network bandwidth_usage from 120.211.202.152 to 193.168.15.122 No additional info | {
"geo_location": "United States Minor Outlying Islands",
"device_hash": "88b59035bae7be2c3b4b6e5102f383b03878a4d6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/3.1)",
"session_id": "bae20f9e-10e3-4103-8957-9bc87b533eb1",
"risk_score": 43.63,
"confidence": 0.16
} | 120.211.202.152 | 193.168.15.122 | null | null | null | No additional info | Network bandwidth_usage from 120.211.202.152 to 193.168.15.122 No additional info | bandwidth_usage | 140,582 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
863c6256-bbca-41c5-82ba-91137ac2eebe | 2025-03-07T02:15:10 | ai | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by audreyhicks No additional info noise=app | {
"geo_location": "Tanzania",
"device_hash": "6c9931841391e62a38d79bbaf31024204dc98793554a80833af9af3e59022d48",
"user_agent": "Opera/8.93.(Windows NT 5.2; ks-IN) Presto/2.9.164 Version/11.00",
"session_id": "2385b95e-73b5-4636-a72c-fb13cb8154a1",
"risk_score": 72.35,
"confidence": 0.34
} | null | null | null | null | null | No additional info | AI system adversarial_input by audreyhicks No additional info | adversarial_input | null | null | audreyhicks | null | null | null | null | null | null | null | null | null | null | null | null | model-5fe40f87 | b3277f95436ffd893218f5fc640f18703bb6308219d1ff547983eb68896eaa71 | ac8b28d7b95e347914ff60425246f7f5 | null | null |
1802e617-fb96-435c-a16d-91a5fc5b31d1 | 2025-02-02T21:00:12 | cloud | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud crypto_mining in Azure by elizabeth00 No additional info noise=F5607C84 | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "e82162e82a41fd3efb0685a99897bb603ab7276fff7406b53911f40f12c91d07",
"user_agent": "Opera/9.21.(Windows 98; cs-CZ) Presto/2.9.184 Version/11.00",
"session_id": "3f1a2345-bb2d-4c4c-9306-c943d67058af",
"risk_score": 57.67,
"confidence": 0.82
} | null | null | null | null | null | No additional info | Cloud crypto_mining in Azure by elizabeth00 No additional info | crypto_mining | null | null | elizabeth00 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-148f010e |
4ad5a639-2487-4362-a441-756816e91d94 | 2025-04-03T02:06:11 | endpoint | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|info| desc=Endpoint wmi_exec /story/firm.tiff by kaitlin39 No additional info | {
"geo_location": "Iran",
"device_hash": "053cc5124678858c42b24a13b87800813b3f2c07e5194d00a4afe6fb49904aa2",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/531.10.1 (KHTML, like Gecko) Version/5.0 Safari/531.10.1",
"session_id": "0e694550-5191-4f1e-82bf-c65368938629",
"risk_score": 60.63,
"confidence": 0.74
} | null | null | null | null | null | No additional info | Endpoint wmi_exec /story/firm.tiff by kaitlin39 No additional info | wmi_exec | null | null | kaitlin39 | /story/firm.tiff | 7,206 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fef4a3a2-d0f5-4317-91d8-8a693a7feeb5 | 2025-02-08T07:08:14 | ids_alert | Tanium v7.4.0 | emergency | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|emergency| desc=Tanium Alert: DNS Tunneling detected from 96.41.73.244 targeting 10.179.208.167 No additional info noise=U3BlY2lhbC4= | {
"geo_location": "Spain",
"device_hash": "c26a4c714df6745fcadf05d9c4c0ed98caf3a8809d26207813cd65fc5ff467d8",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; br-FR) AppleWebKit/531.5.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6531.5.1",
"session_id": "1e039164-e91d-4d6f-9397-d17eefdf6acf",
"risk_score": 52.68,
"confidence": 0.14
} | 96.41.73.244 | 10.179.208.167 | DNS Tunneling | SIG-4503 | Evasion | No additional info | Tanium Alert: DNS Tunneling detected from 96.41.73.244 targeting 10.179.208.167 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a24604bc-afba-4569-b752-ee288d5f94a7 | 2025-02-20T13:14:14 | endpoint | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint file_access go by bakerchristopher No additional info noise=here|image|training | {
"geo_location": "Ethiopia",
"device_hash": "83675ab13df0cd1289ccab85c1473aae3defb270",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_0 rv:4.0; de-DE) AppleWebKit/533.40.3 (KHTML, like Gecko) Version/5.0.1 Safari/533.40.3",
"session_id": "433db239-edec-418f-9597-914987d6028e",
"risk_score": 37.3,
"confidence": 0.8
} | null | null | null | null | null | No additional info | Endpoint file_access go by bakerchristopher No additional info | file_access | null | null | bakerchristopher | go | 6,763 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
548918d0-13bb-434b-a9fe-1e2f4495c91a | 2025-03-15T15:36:02 | firewall | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop SSH traffic from 10.35.168.217:490 to 207.68.60.141:279 No additional info | {
"geo_location": "Cook Islands",
"device_hash": "a3ba1a4e380949c12618559f3d45bc1ea3416667",
"user_agent": "Mozilla/5.0 (Android 2.3.1; Mobile; rv:60.0) Gecko/60.0 Firefox/60.0",
"session_id": "8d70fb4b-19a9-464b-ad67-2391a6f591b0",
"risk_score": 17.62,
"confidence": 0.56
} | 10.35.168.217 | 207.68.60.141 | null | null | null | No additional info | Firewall drop SSH traffic from 10.35.168.217:490 to 207.68.60.141:279 No additional info | drop | 121,316 | SSH | null | null | null | null | null | null | null | null | 490 | 279 | 3,525 | null | null | null | null | null | null | null |
5904d5ec-1d12-4f44-bc09-e9702c5a12a6 | 2025-01-22T23:48:41 | cloud | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in Alibaba by kathleenreid No additional info | {
"geo_location": "Argentina",
"device_hash": "d796e5bff3f80e84cb9e43995e58e61712714c6e",
"user_agent": "Opera/9.68.(X11; Linux i686; cy-GB) Presto/2.9.186 Version/11.00",
"session_id": "f1e8569d-43c2-4f5f-b33f-2e48f3a9e198",
"risk_score": 38.46,
"confidence": 0.01
} | null | null | null | null | null | No additional info | Cloud container_escape in Alibaba by kathleenreid No additional info | container_escape | null | null | kathleenreid | null | null | null | {
"baseline_deviation": 2.45,
"entropy": 7.08,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-e56a105c |
1e0cde29-4359-4406-8c4e-ab239e4b66fe | 2025-05-24T05:45:24 | endpoint | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|low| desc=Endpoint powershell_exec with by julia74 No additional info | {
"geo_location": "Chile",
"device_hash": "36625dc013dff1669849dcb30e309a590402ae4c",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_4 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) FxiOS/10.7q7785.0 Mobile/04A491 Safari/536.2",
"session_id": "1df70007-ff88-432d-b94f-3221b0bac3be",
"risk_score": 20.16,
"confidence": 0.32
} | null | null | null | null | null | No additional info | Endpoint powershell_exec with by julia74 No additional info | powershell_exec | null | null | julia74 | with | 9,611 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7d827797-0470-4274-96b8-089bb502abf3 | 2025-04-04T23:12:36 | endpoint | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start particularly by tylertara No additional info | {
"geo_location": "Senegal",
"device_hash": "b0a6e386c76d819150adb6b062a99085223ca573",
"user_agent": "Opera/8.99.(Windows NT 5.1; hsb-DE) Presto/2.9.189 Version/11.00",
"session_id": "160b3282-cef0-4e31-829f-7128a40d5c3f",
"risk_score": 57.46,
"confidence": 0.97
} | null | null | null | null | null | No additional info | Endpoint process_start particularly by tylertara No additional info | process_start | null | null | tylertara | particularly | 3,792 | cmd.exe | {
"baseline_deviation": 2.39,
"entropy": 4.16,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
467970be-0f60-4dcf-b5f4-6786231fd842 | 2025-04-01T17:36:39 | ai | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|low| desc=AI system fine_tuning by christian97 MITRE Technique: T1566.001 | {
"geo_location": "Eritrea",
"device_hash": "d3bab0174df36f497ea9f63963b95fa2",
"user_agent": "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/18.0.829.0 Safari/536.2",
"session_id": "f15208f9-f16d-4eb2-8415-79aca57878ac",
"risk_score": 35.21,
"confidence": 0.83
} | null | null | null | null | null | MITRE Technique: T1566.001 | AI system fine_tuning by christian97 MITRE Technique: T1566.001 | fine_tuning | null | null | christian97 | null | null | null | {
"baseline_deviation": 2.86,
"entropy": 5.48,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | model-54190457 | 87fa329d1be6a1c5b80e874b73c9b07c | 75e633fb30742d67b3976c474a4d48c14c7836f8648551d42c4f4cd1738b6982 | null | null |
ecca40f8-1170-4d04-bfbf-f06fad21e6e0 | 2025-04-20T15:06:35 | firewall | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop UDP traffic from 183.156.90.130:127 to 11.164.164.163:391 MITRE Technique: T1071.001 | {
"geo_location": "Congo",
"device_hash": "f61b1e48a1e9d3841d179dc5535fb014b454f3f6",
"user_agent": "Mozilla/5.0 (Android 7.1.2; Mobile; rv:22.0) Gecko/22.0 Firefox/22.0",
"session_id": "4b3d2a17-63b3-42c1-8a45-e70d1e46639c",
"risk_score": 59.8,
"confidence": 0.95
} | 183.156.90.130 | 11.164.164.163 | null | null | null | MITRE Technique: T1071.001 | Firewall drop UDP traffic from 183.156.90.130:127 to 11.164.164.163:391 MITRE Technique: T1071.001 | drop | 73,802 | UDP | null | null | null | null | null | null | null | null | 127 | 391 | 1,126 | null | null | null | null | null | null | null |
d8950117-693c-47ce-90ab-8535d3853be5 | 2025-01-29T11:05:21 | firewall | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop DNS traffic from 210.179.159.117:39261 to 219.138.33.142:245 Unconventional IOC: CPU microcode changes | {
"geo_location": "Kenya",
"device_hash": "330ef4fcd7535481a6fcb985c33d22e4f01f60b56dadac400d88237cbfa14993",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 11.0; Trident/4.1)",
"session_id": "3fa38dec-153a-4435-8df2-a1169a1ea0a2",
"risk_score": 77.2,
"confidence": 0.32
} | 210.179.159.117 | 219.138.33.142 | null | null | null | Unconventional IOC: CPU microcode changes | Firewall drop DNS traffic from 210.179.159.117:39261 to 219.138.33.142:245 Unconventional IOC: CPU microcode changes | drop | 635,689 | DNS | null | null | null | null | null | null | null | null | 39,261 | 245 | 2,542 | null | null | null | null | null | null | null |
b0965692-71c9-4d1f-b3d0-546698f548d5 | 2025-04-11T18:29:52 | network | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 111.174.167.7 to 103.102.35.176 No additional info | {
"geo_location": "Niger",
"device_hash": "90440dd776185e01510fd85a7066165d16b83d1d",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_8_2 rv:6.0; sr-ME) AppleWebKit/534.38.7 (KHTML, like Gecko) Version/4.0 Safari/534.38.7",
"session_id": "3e53445f-c749-436e-b662-7a21ed030a1e",
"risk_score": 59.19,
"confidence": 0.58
} | 111.174.167.7 | 103.102.35.176 | null | null | null | No additional info | Network data_exfiltration from 111.174.167.7 to 103.102.35.176 No additional info | data_exfiltration | 339,128 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ae18d113-6651-488e-903d-d43b2c6c1c8c | 2025-07-10T04:30:51 | auth | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|high| desc=Auth failed for gdennis via SAML from 10.225.237.137 MITRE Technique: T1053.005 | {
"geo_location": "Belize",
"device_hash": "d79e74a53424250084778b15cb941434",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_6 rv:4.0; sr-ME) AppleWebKit/533.31.5 (KHTML, like Gecko) Version/4.0 Safari/533.31.5",
"session_id": "46f59e8c-866b-4f5c-ba8b-199d8020f652",
"risk_score": 63.55,
"confidence": 0.49
} | 10.225.237.137 | null | null | null | null | MITRE Technique: T1053.005 | Auth failed for gdennis via SAML from 10.225.237.137 MITRE Technique: T1053.005 | failed | null | null | gdennis | null | null | null | null | null | null | null | null | null | null | SAML | 07:de:6d:be:47:88 | null | null | null | null | null |
cffc6214-48f3-468f-a861-1a072039e6fc | 2025-02-28T23:52:38 | ai | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|high| desc=AI system training_data_poisoning by qrush No additional info | {
"geo_location": "Jersey",
"device_hash": "b8aaa539ac508aab0a109429abe2f0e0",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; byn-ER) AppleWebKit/534.4.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6534.4.7",
"session_id": "15441841-b027-4544-a69c-0e82299c5c81",
"risk_score": 31.14,
"confidence": 0.61
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by qrush No additional info | training_data_poisoning | null | null | qrush | null | null | null | null | null | null | null | null | null | null | null | null | model-457f7e98 | dae36c7274b07b14bfa43ea58693cdf2d69023e2cd4877fc38615a076559dacd | 608fbe518c7fc7bd29eb1514cc5e4eb2a8ccbf8a | null | null |
b8ab10e1-afa4-4063-b252-67c30cce9010 | 2025-03-19T11:15:09 | auth | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|high| desc=Auth locked for rhonda04 via password from 68.202.192.202 No additional info | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "536abcb4e71751e698010f1ba7294b71",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; nb-NO) AppleWebKit/532.16.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6532.16.4",
"session_id": "9a42a13d-df7e-4946-b1ba-509072744ea1",
"risk_score": 12.87,
"confidence": 0.62
} | 68.202.192.202 | null | null | null | null | No additional info | Auth locked for rhonda04 via password from 68.202.192.202 No additional info | locked | null | null | rhonda04 | null | null | null | null | null | null | null | null | null | null | password | f8:c6:12:00:68:e8 | null | null | null | null | null |
7ea76447-36cc-4778-bc66-ffd4718ab69f | 2025-03-21T07:17:04 | network | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 100.163.91.201 to 152.184.116.119 MITRE Technique: T1566.001 | DGA domain detected | {
"geo_location": "Netherlands Antilles",
"device_hash": "f1bea85f5f5564be14e26d04e344f13d",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_4) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/15.0.879.0 Safari/535.1",
"session_id": "cb166aa8-47b5-49f8-ba22-eaf1a133cda8",
"risk_score": 67.85,
"confidence": 0.17
} | 100.163.91.201 | 152.184.116.119 | null | null | null | MITRE Technique: T1566.001 | DGA domain detected | Network protocol_anomaly from 100.163.91.201 to 152.184.116.119 MITRE Technique: T1566.001 | DGA domain detected | protocol_anomaly | 30,959 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
577e81bb-e67e-4444-8902-7427c6eb07c7 | 2028-10-28T05:55:06 | network | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|low| desc=Network disconnection from 220.110.7.58 to 9.138.195.122 MITRE Technique: T1486 | Unconventional IOC: CPU microcode changes | {
"geo_location": "Croatia",
"device_hash": "6f86f6f1cca36ba811ef8f3a40455895da39887ccc94d30d727d05eb8ae73c12",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_4 rv:6.0; mni-IN) AppleWebKit/535.49.3 (KHTML, like Gecko) Version/5.0 Safari/535.49.3",
"session_id": "511729ce-f85f-4df9-91a1-44bb554c6d81",
"risk_score": 53.78,
"confidence": 0.73
} | 220.110.7.58 | 9.138.195.122 | null | null | null | MITRE Technique: T1486 | Unconventional IOC: CPU microcode changes | Network disconnection from 220.110.7.58 to 9.138.195.122 MITRE Technique: T1486 | Unconventional IOC: CPU microcode changes | disconnection | 940,122 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7fb9b58c-90c5-41b9-a94e-9c0f61d72bc8 | 2025-06-03T16:00:13 | auth | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for dwilliams via passwordless from 61.252.104.4 No additional info noise=open|forward|its | {
"geo_location": "Tanzania",
"device_hash": "2a53f16819291a16d355e334a2dc193b",
"user_agent": "Opera/8.44.(Windows NT 11.0; af-ZA) Presto/2.9.171 Version/12.00",
"session_id": "e94c7d21-7271-4945-a189-a19cffb9f7c4",
"risk_score": 12.75,
"confidence": 0.02
} | 61.252.104.4 | null | null | null | null | No additional info | Auth bypass for dwilliams via passwordless from 61.252.104.4 No additional info | bypass | null | null | dwilliams | null | null | null | {
"baseline_deviation": 0.96,
"entropy": 5.79,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | passwordless | ae:a5:41:ac:07:cc | null | null | null | null | null |
5523c38f-94ef-4177-ad36-30f8d37cd3ec | 2025-04-03T19:50:46 | auth | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for zkennedy via MFA from 124.197.125.11 MITRE Technique: T1547.001 | {
"geo_location": "Palestinian Territory",
"device_hash": "7e99ff50f8bb916ae9f5f3a911ec7bcea1404de748378ae2571d9c648c6fe06b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/533.9.2 (KHTML, like Gecko) Version/4.0 Safari/533.9.2",
"session_id": "2b22b5c4-fdc0-453d-9ec7-e8920c998743",
"risk_score": 66.37,
"confidence": 0.37
} | 124.197.125.11 | null | null | null | null | MITRE Technique: T1547.001 | Auth timeout for zkennedy via MFA from 124.197.125.11 MITRE Technique: T1547.001 | timeout | null | null | zkennedy | null | null | null | null | null | null | null | null | null | null | MFA | eb:15:d9:de:a8:a7 | null | null | null | null | null |
14a5f580-5d13-4e9e-a7a6-5f1127cb8116 | 2025-06-25T21:39:42 | auth | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|info| desc=Auth bypass for brandon27 via OAuth from 130.173.178.48 No additional info | {
"geo_location": "Bulgaria",
"device_hash": "073e3d791cecb71df10e279981646d825e5dc5bb",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/14.0.860.0 Safari/532.2",
"session_id": "dba5f9d5-7ac7-4784-9a7f-e4e6154e7609",
"risk_score": 49.96,
"confidence": 0.35
} | 130.173.178.48 | null | null | null | null | No additional info | Auth bypass for brandon27 via OAuth from 130.173.178.48 No additional info | bypass | null | null | brandon27 | null | null | null | null | null | null | null | null | null | null | OAuth | 17:06:d0:2f:17:f9 | null | null | null | null | null |
fb2516c3-7718-4895-a15c-72b6506008f2 | 2025-04-04T16:44:40 | ai | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|high| desc=AI system adversarial_input by edwin66 MITRE Technique: T1574.002 | {
"geo_location": "Azerbaijan",
"device_hash": "bf7bd049d6523931f8030bc0253414a2f3d660dc7f88a4b0fde70d02c29abf7a",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_7; rv:1.9.5.20) Gecko/2150-01-20 22:27:59 Firefox/9.0",
"session_id": "442febf5-c7d9-4344-aeaa-9bc8966427bb",
"risk_score": 46.89,
"confidence": 0.78
} | null | null | null | null | null | MITRE Technique: T1574.002 | AI system adversarial_input by edwin66 MITRE Technique: T1574.002 | adversarial_input | null | null | edwin66 | null | null | null | null | null | null | null | null | null | null | null | null | model-753ed15f | ffa984a331d8ad1fdfbd483c9e7822637e46cde1 | f97fc1d0019247c70f1ac3f081aa9bf6ed807a8f04c7e03f1e4f0a22edd3ae87 | null | null |
fb7f5e6c-d1fa-4067-bdca-0dd72eded4a7 | 2028-01-09T09:45:56 | endpoint | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task simple by kristenroberts No additional info | {
"geo_location": "Kiribati",
"device_hash": "570ac7c392fda19b949d847283a7d9eb",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) FxiOS/12.0g4198.0 Mobile/09V443 Safari/533.0",
"session_id": "07492f35-9f75-4747-b4da-f8eaccd5f5e3",
"risk_score": 45.93,
"confidence": 0.63
} | null | null | null | null | null | No additional info | Endpoint scheduled_task simple by kristenroberts No additional info | scheduled_task | null | null | kristenroberts | simple | 6,759 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6d842ed3-2b09-4fcc-a721-2326f2339b22 | 2025-02-04T23:29:05 | network | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|medium| desc=Network latency_spike from 192.75.89.27 to 107.114.76.5 No additional info | {
"geo_location": "Slovenia",
"device_hash": "2d8b78b0d1aad18a4eea4934e60bddd0b77ccdcf",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/49.0.839.0 Safari/536.0",
"session_id": "e7265d64-231f-4bcd-a26f-4e5264291976",
"risk_score": 56.5,
"confidence": 0.53
} | 192.75.89.27 | 107.114.76.5 | null | null | null | No additional info | Network latency_spike from 192.75.89.27 to 107.114.76.5 No additional info | latency_spike | 79,165 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3a08f4e3-13e7-4a08-a512-4cec9bdc3623 | 2025-02-06T05:14:40 | auth | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|low| desc=Auth bypass for bmcintyre via key from 87.43.37.204 MITRE Technique: T1190 | Unconventional IOC: UEFI variable tampering | {
"geo_location": "Haiti",
"device_hash": "43de8da5385a81c5e0b259033a15bc12ede465ca",
"user_agent": "Opera/9.21.(X11; Linux x86_64; hu-HU) Presto/2.9.163 Version/12.00",
"session_id": "65992815-4aaf-47b9-9071-fc3dc8592502",
"risk_score": 0.17,
"confidence": 0.2
} | 87.43.37.204 | null | null | null | null | MITRE Technique: T1190 | Unconventional IOC: UEFI variable tampering | Auth bypass for bmcintyre via key from 87.43.37.204 MITRE Technique: T1190 | Unconventional IOC: UEFI variable tampering | bypass | null | null | bmcintyre | null | null | null | null | null | null | null | null | null | null | key | 89:21:c3:bd:d6:ae | null | null | null | null | null |
b0168d1f-7a65-4d15-9b78-53d63d2eda90 | 2025-02-16T06:33:44 | ids_alert | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|critical| desc=Wazuh Alert: Zero-Day Exploit detected from 44.45.204.173 targeting 64.27.58.81 No additional info | {
"geo_location": "Tunisia",
"device_hash": "1d8f9be57af783fdaf5b111b3c1105d55b757185",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/5.1)",
"session_id": "9d76cc48-7a8a-4a5e-9709-cd35dcae8945",
"risk_score": 53.67,
"confidence": 0.5
} | 44.45.204.173 | 64.27.58.81 | Zero-Day Exploit | SIG-4186 | Evasion | No additional info | Wazuh Alert: Zero-Day Exploit detected from 44.45.204.173 targeting 64.27.58.81 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
14348e11-f02b-47e3-b4cb-66ffa6ef6339 | 2025-03-29T22:36:42 | ai | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by jeff88 No additional info | {
"geo_location": "Guinea",
"device_hash": "a60b8999620550c6288cd29fd74bedd4",
"user_agent": "Opera/9.86.(Windows NT 5.01; hak-TW) Presto/2.9.188 Version/10.00",
"session_id": "0bc0c20d-7b6c-48ba-b464-72fd6ba5c066",
"risk_score": 47.14,
"confidence": 0.15
} | null | null | null | null | null | No additional info | AI system adversarial_input by jeff88 No additional info | adversarial_input | null | null | jeff88 | null | null | null | null | null | null | null | null | null | null | null | null | model-69d316e4 | 9cf0b5c1b573f6b3252c98fd16763e92 | b079fab447d0e351dd94b06a04e2363f819ef39ec0ab2c9ce5636e1c2aae5921 | null | null |
7917e2a1-4cb3-46ea-8bdc-9666d8818315 | 2025-02-12T03:29:10 | iot | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC physical_tamper No additional info | {
"geo_location": "Macao",
"device_hash": "43f5db83a775ed75e9799114c88aaa086ac774ad6d035f8a26cef95c0aab1179",
"user_agent": "Opera/8.81.(X11; Linux x86_64; cs-CZ) Presto/2.9.190 Version/11.00",
"session_id": "65b80375-3162-4269-a18c-8ad0443a5b51",
"risk_score": 64.42,
"confidence": 0.8
} | null | null | null | null | null | No additional info | IoT device HVAC physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | HVAC | iot-1e845b83 | 10.7 | null | null | null | null | null | null | null | null | null | null |
f3443460-1f6f-4cfe-91e3-96980012f0fe | 2025-01-18T21:40:06 | auth | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|low| desc=Auth bypass for lesliesoto via biometric from 10.152.246.204 No additional info | {
"geo_location": "Ecuador",
"device_hash": "261d2b858a76198fbdd67eda8ab89eb83c13afd58b034eea6666bd304e166715",
"user_agent": "Mozilla/5.0 (Android 5.1; Mobile; rv:22.0) Gecko/22.0 Firefox/22.0",
"session_id": "e2b0d426-c333-41cf-9463-ab03bfc51a4b",
"risk_score": 18.35,
"confidence": 0.8
} | 10.152.246.204 | null | null | null | null | No additional info | Auth bypass for lesliesoto via biometric from 10.152.246.204 No additional info | bypass | null | null | lesliesoto | null | null | null | null | null | null | null | null | null | null | biometric | 3a:9b:bd:65:38:e4 | null | null | null | null | null |
594da246-9f29-41af-9074-8c5a45996c95 | 2025-06-07T10:43:25 | network | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|low| desc=Network disconnection from 83.94.124.229 to 180.97.34.13 No additional info | {
"geo_location": "Iran",
"device_hash": "eb1c001046fcb90fcb03976aa957520a",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; lt-LT) AppleWebKit/535.17.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6535.17.4",
"session_id": "81620321-0b28-41b8-8e1e-bf5929235cae",
"risk_score": 14.48,
"confidence": 0.27
} | 83.94.124.229 | 180.97.34.13 | null | null | null | No additional info | Network disconnection from 83.94.124.229 to 180.97.34.13 No additional info | disconnection | 737,972 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7f64dc11-7c6c-4ff9-aa38-135fe3873203 | 2025-02-12T19:40:03 | ids_alert | QRadar v7.5.0 | emergency | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=QRadar Alert: ICS Attack detected from 208.90.93.5 targeting 119.4.223.245 No additional info | {
"geo_location": "Belize",
"device_hash": "fa6c9222ad45f4a9053e11f9afdfd4b9",
"user_agent": "Mozilla/5.0 (Windows NT 5.01) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/33.0.824.0 Safari/534.0",
"session_id": "482a098c-c3d6-4abc-8c54-fda0ab3f46c8",
"risk_score": 35.92,
"confidence": 0.91
} | 208.90.93.5 | 119.4.223.245 | ICS Attack | SIG-3929 | Evasion | No additional info | QRadar Alert: ICS Attack detected from 208.90.93.5 targeting 119.4.223.245 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3bb8ad46-03e8-4d7a-b6f2-726ca3275e95 | 2025-06-10T13:19:51 | iot | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|high| desc=IoT device Medical physical_tamper No additional info | {
"geo_location": "Wallis and Futuna",
"device_hash": "7692f0deae8984f8912aa7ed089f0db3",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_2 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) CriOS/24.0.818.0 Mobile/91X940 Safari/531.2",
"session_id": "811c224e-d80f-4a21-a91b-7c2873623647",
"risk_score": 26.72,
"confidence": 0.78
} | 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-9b987b6e | 1.9 | null | null | null | null | null | null | null | null | null | null |
fc7fa400-68a1-4c4d-aed4-7e45fc3bf5d4 | 2025-05-24T01:37:57 | ids_alert | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|high| desc=CrowdStrike Alert: Credential Stuffing detected from 65.102.236.12 targeting 34.25.105.213 MITRE Technique: T1574.002 | {
"geo_location": "Poland",
"device_hash": "7105af43ae9f15dc5203f61cb13a9c15",
"user_agent": "Opera/8.37.(Windows NT 4.0; szl-PL) Presto/2.9.172 Version/11.00",
"session_id": "87132ade-70c1-46f6-b9ef-17784f6e1d78",
"risk_score": 69.15,
"confidence": 0.28
} | 65.102.236.12 | 34.25.105.213 | Credential Stuffing | SIG-3035 | Evasion | MITRE Technique: T1574.002 | CrowdStrike Alert: Credential Stuffing detected from 65.102.236.12 targeting 34.25.105.213 MITRE Technique: T1574.002 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
19626e53-b589-4d5e-991e-ee2d16240d71 | 2025-02-26T12:24:38 | ids_alert | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|medium| desc=Microsoft Sentinel Alert: Cloud API Abuse detected from 68.124.237.47 targeting 170.65.205.81 No additional info | {
"geo_location": "Namibia",
"device_hash": "1c7d3091f6889dda5147ade181373caf",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 4.0; Trident/4.1)",
"session_id": "b7d9e028-d254-4969-8f1c-83e8e9192d2f",
"risk_score": 28.8,
"confidence": 0.65
} | 68.124.237.47 | 170.65.205.81 | Cloud API Abuse | SIG-9531 | Recon | No additional info | Microsoft Sentinel Alert: Cloud API Abuse detected from 68.124.237.47 targeting 170.65.205.81 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
80bc6497-e8fc-487d-89b1-dce925aa2987 | 2025-06-03T02:47:19 | 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: Fileless Attack detected from 102.123.193.34 targeting 161.230.59.213 No additional info | {
"geo_location": "Philippines",
"device_hash": "b19f861406b8d1e38919537ea127d1e1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/3.1)",
"session_id": "3463df6e-8230-4999-9a9e-be973d9d0bba",
"risk_score": 33.79,
"confidence": 0.62
} | 102.123.193.34 | 161.230.59.213 | Fileless Attack | SIG-6416 | Recon | No additional info | Palo Alto Cortex Alert: Fileless Attack detected from 102.123.193.34 targeting 161.230.59.213 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
06fbf9e7-2aa2-4166-9f66-613e3b4ce9ee | 2025-02-03T02:34:49 | ids_alert | QRadar v7.5.0 | emergency | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=QRadar Alert: Brute Force detected from 47.228.48.151 targeting N/A Obfuscated payload detected | {
"geo_location": "Kazakhstan",
"device_hash": "c74d479add4afef212ab334dac21843e",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_9) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/47.0.814.0 Safari/533.1",
"session_id": "1f2b6b4c-c79c-4fd3-9b49-afbe324ddb16",
"risk_score": 58.87,
"confidence": 0.85
} | 47.228.48.151 | N/A | Brute Force | SIG-5286 | Malware | Obfuscated payload detected | QRadar Alert: Brute Force detected from 47.228.48.151 targeting N/A Obfuscated payload detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
51aff4fa-bd53-4881-a60b-9bfde8dc5b4d | 2025-02-02T03:44:17 | cloud | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in Azure by jnelson No additional info | {
"geo_location": "Seychelles",
"device_hash": "1eab0e30c94e115fa20f31ca30136b668c11794b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/531.25.7 (KHTML, like Gecko) Version/5.0.4 Safari/531.25.7",
"session_id": "a939f663-5a1e-4e0a-b8b9-8d1c4fd54e2d",
"risk_score": 44.28,
"confidence": 0.19
} | null | null | null | null | null | No additional info | Cloud shadow_it in Azure by jnelson No additional info | shadow_it | null | null | jnelson | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-6f1d7055 |
ef69b6ac-d9e1-456c-8041-eb3b38dc3861 | 2025-06-04T07:28:25 | ids_alert | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|high| desc=AlienVault Alert: Living-off-the-Land detected from 109.80.101.124 targeting 140.158.9.203 MITRE Technique: T1190 | {
"geo_location": "France",
"device_hash": "0477a8f6496b0a83cd1e1fadd3d960d438ddb6967eb8bb5f7602fa314fc23ca9",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_3 rv:6.0; ha-NG) AppleWebKit/535.19.3 (KHTML, like Gecko) Version/4.1 Safari/535.19.3",
"session_id": "a4cce499-4844-4b78-a9c4-05136aca60b2",
"risk_score": 62.21,
"confidence": 0.36
} | 109.80.101.124 | 140.158.9.203 | Living-off-the-Land | SIG-9802 | Evasion | MITRE Technique: T1190 | AlienVault Alert: Living-off-the-Land detected from 109.80.101.124 targeting 140.158.9.203 MITRE Technique: T1190 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0f04ea55-f6e3-4fc5-bdd2-e8aa2e3f0496 | 2025-04-06T04:27:58 | ai | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by karen75 No additional info noise=tell|north|size | {
"geo_location": "Anguilla",
"device_hash": "f3f60d288de0a5527583036ad3bfec3892f22dec",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/24.0.850.0 Safari/533.2",
"session_id": "b3b45921-780c-4e3c-80af-d3b87531e3b2",
"risk_score": 34.59,
"confidence": 0.63
} | null | null | null | null | null | No additional info | AI system model_inversion by karen75 No additional info | model_inversion | null | null | karen75 | null | null | null | null | null | null | null | null | null | null | null | null | model-d4b873f9 | 8a7ae791613f88de6f7b5e1637daa453326305ab | 9bffe3402f6c93975d6601b3c86bcb3152c51400dfa45036e5e909748ea8d1fc | null | null |
8942fdc7-a0f7-47d4-8bb4-016462ffde3a | 2025-03-07T10:15:55 | network | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|info| desc=Network connection from 10.176.125.181 to 66.160.226.55 No additional info | {
"geo_location": "Cyprus",
"device_hash": "2f88f1710c15dc663fcdc1ed0ac0f57316190e21",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 3_2_2 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/9.2c1556.0 Mobile/95J177 Safari/535.1",
"session_id": "55e1e38a-2c34-4e4e-a429-7eecb150fe67",
"risk_score": 48.99,
"confidence": 0.87
} | 10.176.125.181 | 66.160.226.55 | null | null | null | No additional info | Network connection from 10.176.125.181 to 66.160.226.55 No additional info | connection | 209,554 | HTTPS | null | null | null | null | {
"baseline_deviation": 2.16,
"entropy": 7.43,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
06a93103-31dc-4380-b4e5-bfc87f2dab03 | 2025-02-05T07:14:16 | firewall | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|low| desc=Firewall log-only DNS traffic from 206.86.244.64:487 to 189.85.177.59:847 No additional info | {
"geo_location": "Bangladesh",
"device_hash": "120bfa59bea6b65aa0a3dbebdbf39983db3031a6ee5992f50818d1af3156a35d",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_5 rv:4.0; ks-IN) AppleWebKit/534.13.1 (KHTML, like Gecko) Version/4.1 Safari/534.13.1",
"session_id": "b97dc5a1-d4f2-42b6-91df-ef651319a98b",
"risk_score": 0,
"confidence": 0.42
} | 206.86.244.64 | 189.85.177.59 | null | null | null | No additional info | Firewall log-only DNS traffic from 206.86.244.64:487 to 189.85.177.59:847 No additional info | log-only | 239,092 | DNS | null | null | null | null | null | null | null | null | 487 | 847 | 3,302 | null | null | null | null | null | null | null |
341f9cc1-53ce-4f80-9993-678a1329f7f4 | 2025-02-16T05:51:04 | endpoint | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint service_install end by mullinslisa MITRE Technique: T1566.001 | {
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "9a39b6fd9d25345018c6aab1143f6410",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; bho-IN) AppleWebKit/535.43.7 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6535.43.7",
"session_id": "a798d3db-fd49-47db-be1b-bbd4e26e350f",
"risk_score": 72.92,
"confidence": 0.47
} | null | null | null | null | null | MITRE Technique: T1566.001 | Endpoint service_install end by mullinslisa MITRE Technique: T1566.001 | service_install | null | null | mullinslisa | end | 7,940 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3ad1fd9a-4b1e-4bf2-ab7c-b6a068a39de3 | 2030-05-31T09:07:01 | ids_alert | QRadar v7.5.0 | emergency | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=QRadar Alert: Zero-Day Exploit detected from 63.191.212.57 targeting 6.44.49.138 No additional info | {
"geo_location": "Gabon",
"device_hash": "9bab408c814da157e920fd66390e160130f0e52be86a983179608b0601f62ab4",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_0) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/19.0.821.0 Safari/533.0",
"session_id": "498a8c88-2e84-467e-960e-1435b242cb39",
"risk_score": 94.65,
"confidence": 0.75
} | 63.191.212.57 | 6.44.49.138 | Zero-Day Exploit | SIG-1595 | Evasion | No additional info | QRadar Alert: Zero-Day Exploit detected from 63.191.212.57 targeting 6.44.49.138 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
436c8807-16bd-4736-b085-9698392216b8 | 2025-05-25T10:03:16 | firewall | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|info| desc=Firewall quarantine HTTP traffic from 222.172.8.147:76 to 173.121.98.166:79 No additional info | {
"geo_location": "Serbia",
"device_hash": "be5212da2db2fa0fe0b73ffd8e38fd70",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.2; Trident/5.1)",
"session_id": "6f05da19-3976-474d-981a-1e8f393b66b5",
"risk_score": 51.87,
"confidence": 0.25
} | 222.172.8.147 | 173.121.98.166 | null | null | null | No additional info | Firewall quarantine HTTP traffic from 222.172.8.147:76 to 173.121.98.166:79 No additional info | quarantine | 577,844 | HTTP | null | null | null | null | null | null | null | null | 76 | 79 | 1,418 | null | null | null | null | null | null | null |
6d062576-e477-4d61-b63f-4143878cad46 | 2025-04-30T16:28:16 | auth | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|low| desc=Auth success for jason81 via OAuth from 10.125.98.76 MITRE Technique: T1204.002 | {
"geo_location": "Belize",
"device_hash": "8540dc307e35c0bf35f2d214863b11a6b9d2fc3782a0688081a51e94a165e9f9",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_4; rv:1.9.2.20) Gecko/9736-11-23 00:58:47 Firefox/3.6.14",
"session_id": "b9be8b42-9b8d-4f7b-b025-d5043c864202",
"risk_score": 37.82,
"confidence": 0.28
} | 10.125.98.76 | null | null | null | null | MITRE Technique: T1204.002 | Auth success for jason81 via OAuth from 10.125.98.76 MITRE Technique: T1204.002 | success | null | null | jason81 | null | null | null | {
"baseline_deviation": 2.32,
"entropy": 5.44,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | OAuth | ff:92:11:20:81:05 | null | null | null | null | null |
79d7911c-ef7a-4b86-8e47-e221261ae2e7 | 2025-03-02T14:50:52 | auth | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|high| desc=Auth challenge for ewilliams via SAML from 100.182.115.163 No additional info | {
"geo_location": "Fiji",
"device_hash": "124d5a35f58df7f55898b48547036ff99b4dc6d5f75b0cae8d61c9f2512e3333",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; ml-IN) AppleWebKit/534.10.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B116 Safari/6534.10.4",
"session_id": "e5a6af15-5569-497d-a468-665aef5ff798",
"risk_score": 42.38,
"confidence": 0.39
} | 100.182.115.163 | null | null | null | null | No additional info | Auth challenge for ewilliams via SAML from 100.182.115.163 No additional info | challenge | null | null | ewilliams | null | null | null | null | null | null | null | null | null | null | SAML | 33:80:c0:65:2a:73 | null | null | null | null | null |
a06b4297-c889-47aa-a3ba-52e2aeb01999 | 2025-05-12T07:11:42 | firewall | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|low| desc=Firewall allow HTTP traffic from 102.208.55.171:51976 to 137.97.234.54:7413 MITRE Technique: T1566.001 | Associated Threat Actor: FIN7 | {
"geo_location": "Bhutan",
"device_hash": "53e980888ab61440eed0861f60de093d1eca9a30",
"user_agent": "Opera/8.80.(X11; Linux x86_64; sc-IT) Presto/2.9.190 Version/12.00",
"session_id": "7551c327-3a30-40a5-b1b7-0bd282fee84e",
"risk_score": 71.67,
"confidence": 0.87
} | 102.208.55.171 | 137.97.234.54 | null | null | null | MITRE Technique: T1566.001 | Associated Threat Actor: FIN7 | Firewall allow HTTP traffic from 102.208.55.171:51976 to 137.97.234.54:7413 MITRE Technique: T1566.001 | Associated Threat Actor: FIN7 | allow | 350,103 | HTTP | null | null | null | null | null | null | null | null | 51,976 | 7,413 | 142 | null | null | null | null | null | null | null |
be8bb3a6-371b-4414-9e28-83f7c097fcb5 | 2025-05-15T15:42:46 | iot | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC physical_tamper No additional info | {
"geo_location": "Haiti",
"device_hash": "6708b2da313a81eb5032c4a31fc2fa15",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Win 9x 4.90; Trident/3.0)",
"session_id": "95f5d248-797a-4531-a467-ba1ee7cd3afb",
"risk_score": 66.98,
"confidence": 0.72
} | null | null | null | null | null | No additional info | IoT device HVAC physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | HVAC | iot-8774fd68 | 1.0 | null | null | null | null | null | null | null | null | null | null |
5864e3c7-be4f-4c31-83de-fc8c402b68e9 | 2025-02-10T23:28:02 | firewall | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop SMB traffic from 35.108.31.204:305 to 4.209.186.88:18888 No additional info | {
"geo_location": "Cook Islands",
"device_hash": "d2915289d0ad973e21e9b2a225d3752e3a67ef10",
"user_agent": "Opera/9.19.(X11; Linux x86_64; ak-GH) Presto/2.9.178 Version/12.00",
"session_id": "8d5f3ca9-7c5d-4ad5-b3ab-cfbc36ae579d",
"risk_score": 36.22,
"confidence": 0.42
} | 35.108.31.204 | 4.209.186.88 | null | null | null | No additional info | Firewall drop SMB traffic from 35.108.31.204:305 to 4.209.186.88:18888 No additional info | drop | 236,078 | SMB | null | null | null | null | null | null | null | null | 305 | 18,888 | 1,551 | null | null | null | null | null | null | null |
95883e9c-36b8-445e-ad7c-e3d2211939ea | 2025-02-28T23:39:31 | iot | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat side_channel No additional info | {
"geo_location": "Mauritius",
"device_hash": "82db244d5984a00e7cfe8db06627fc2142e3dd7ccc899ecf409be58602f93ed7",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_3 rv:5.0; yi-US) AppleWebKit/534.34.7 (KHTML, like Gecko) Version/5.0 Safari/534.34.7",
"session_id": "4b207b4d-42de-44fd-ae49-701310a12421",
"risk_score": 62.79,
"confidence": 0.48
} | null | null | null | null | null | No additional info | IoT device Thermostat side_channel No additional info | side_channel | null | null | null | null | null | null | null | Thermostat | iot-25e51343 | 10.0 | null | null | null | null | null | null | null | null | null | null |
4ed5cec5-0de6-423a-9740-e811f8cb08b0 | 2025-01-17T17:13:46 | endpoint | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|low| desc=Endpoint file_access /oil/control.tiff by paigepatrick No additional info | {
"geo_location": "Denmark",
"device_hash": "6f2b8203bb85cca4113e762e04db3569ec076b7c33862b6bdec413a79179e69c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/5.1)",
"session_id": "b20e447b-d650-4c9a-b8de-39667df3168d",
"risk_score": 39.07,
"confidence": 0.75
} | null | null | null | null | null | No additional info | Endpoint file_access /oil/control.tiff by paigepatrick No additional info | file_access | null | null | paigepatrick | /oil/control.tiff | 3,192 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3520965a-aa91-42c7-a318-6a48994a0684 | 2025-06-14T10:47:29 | cloud | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in Alibaba by laurajohnson No additional info noise=A88117B1 | {
"geo_location": "Nicaragua",
"device_hash": "725025fecae8b6fc2aaf4787764142ea3ac60822",
"user_agent": "Opera/9.70.(X11; Linux i686; ne-NP) Presto/2.9.178 Version/11.00",
"session_id": "6db144c6-7dc0-4136-869f-36b2b7538272",
"risk_score": 39.57,
"confidence": 0.88
} | null | null | null | null | null | No additional info | Cloud config_change in Alibaba by laurajohnson No additional info | config_change | null | null | laurajohnson | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-5d610c18 |
c8e3b695-1a4b-461c-9aab-a086e2180aeb | 2025-04-04T08:21:24 | auth | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|low| desc=Auth success for mathewsmith via passwordless from 41.30.151.59 No additional info | {
"geo_location": "Netherlands",
"device_hash": "f01d659e5d259f2683cc915448a6cae0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/5.0)",
"session_id": "4e7d1c86-ddb9-408d-8b64-ae96d45aab42",
"risk_score": 74.85,
"confidence": 0.43
} | 41.30.151.59 | null | null | null | null | No additional info | Auth success for mathewsmith via passwordless from 41.30.151.59 No additional info | success | null | null | mathewsmith | null | null | null | null | null | null | null | null | null | null | passwordless | 7c:d6:dc:03:3a:14 | null | null | null | null | null |
97c7fd80-37e9-4d48-8aac-d231574d7dff | 2025-04-01T09:32:07 | cloud | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|info| desc=Cloud config_change in OCI by haydenscott MITRE Technique: T1134.001 | {
"geo_location": "Aruba",
"device_hash": "55d19acf089a455cd2bbd9c1cadb86939f4edf24",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/26.0.869.0 Safari/536.2",
"session_id": "8fb6b773-65bc-456e-8433-fc62bd633b21",
"risk_score": 34.99,
"confidence": 0.09
} | null | null | null | null | null | MITRE Technique: T1134.001 | Cloud config_change in OCI by haydenscott MITRE Technique: T1134.001 | config_change | null | null | haydenscott | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-735d93b4 |
0cde899b-4787-43d2-8587-3db03587f16c | 2025-06-01T10:08:46 | ai | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|medium| desc=AI system fine_tuning by michaelpatrick No additional info | {
"geo_location": "Seychelles",
"device_hash": "4003739e86aedcf2368ff42c0963a8fd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Trident/5.0)",
"session_id": "50f86bb5-1c1d-4022-a671-8f4c88fa4108",
"risk_score": 16.96,
"confidence": 0.89
} | null | null | null | null | null | No additional info | AI system fine_tuning by michaelpatrick No additional info | fine_tuning | null | null | michaelpatrick | null | null | null | null | null | null | null | null | null | null | null | null | model-8f92575b | 8dfdb2293e78afb89492ed1aea085c6f526ee908 | 7bfb9e804691cc1538c0ad3a10f4617dfb36d400 | null | null |
e11593e1-c178-425c-9695-785f75174af1 | 2025-05-04T23:36:59 | network | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|info| desc=Network latency_spike from 95.254.37.33 to 84.100.99.59 No additional info | {
"geo_location": "Mauritania",
"device_hash": "4a3389b9e8b49859fc0e0894b03e55333c0c5dc67f30e548ea8bd3bff894906c",
"user_agent": "Opera/8.62.(X11; Linux i686; bo-IN) Presto/2.9.174 Version/12.00",
"session_id": "3a63e984-23e3-4a6f-beab-22ba99ca1c98",
"risk_score": 5.1,
"confidence": 0.77
} | 95.254.37.33 | 84.100.99.59 | null | null | null | No additional info | Network latency_spike from 95.254.37.33 to 84.100.99.59 No additional info | latency_spike | 922,355 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b55c27e3-5036-45e8-84d5-5a556b5bbe3b | 2025-01-25T19:27:25 | network | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|critical| desc=Network data_exfiltration from 10.17.165.166 to 167.242.19.237 No additional info | {
"geo_location": "Burundi",
"device_hash": "1ee0fa664453455c941eec35c3f637b02321731ca82d68ead61b3e655b44fdb4",
"user_agent": "Opera/8.16.(Windows 98; tk-TM) Presto/2.9.173 Version/11.00",
"session_id": "4a04922e-ee3f-4ea5-847e-ee6bfef9bee4",
"risk_score": 49.67,
"confidence": 0.2
} | 10.17.165.166 | 167.242.19.237 | null | null | null | No additional info | Network data_exfiltration from 10.17.165.166 to 167.242.19.237 No additional info | data_exfiltration | 540,487 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1f9479b7-f8c0-4bd3-abd7-5b1cfe473559 | 2025-03-16T01:18:06 | ai | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by qbrown Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Norfolk Island",
"device_hash": "e4a1d8d0beebf0f15d4a3ba4c0d9f66f052545cfb4287993589d9ab9cee37515",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/531.47.1 (KHTML, like Gecko) Version/5.0.4 Safari/531.47.1",
"session_id": "ab7f384e-e953-411e-b549-f7d833e241ed",
"risk_score": 32.17,
"confidence": 0.51
} | null | null | null | null | null | Unconventional IOC: Thermal sensor anomalies | AI system fine_tuning by qbrown Unconventional IOC: Thermal sensor anomalies | fine_tuning | null | null | qbrown | null | null | null | null | null | null | null | null | null | null | null | null | model-8ed3fad2 | 070317bd982fbe6025e15c24ad570bd0e80c85d3 | a723e5bb7d36b2e5f7efa36db9291412 | null | null |
6d5b6299-4d94-47c1-976f-a2630b2ecdca | 2025-02-17T07:08:14 | iot | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical physical_tamper No additional info | {
"geo_location": "Seychelles",
"device_hash": "a383442e4fc322fc2615bbcaa6f0846622524604088603b9c241b4b5cc8b05a4",
"user_agent": "Mozilla/5.0 (Linux; Android 3.0) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/44.0.824.0 Safari/532.0",
"session_id": "e2859f68-905c-436f-a8e4-a2f8b0112f69",
"risk_score": 50.6,
"confidence": 0.17
} | 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-3e98ddc8 | 1.5 | null | null | null | null | null | null | null | null | null | null |
51e0f57f-c093-4979-b32f-9edc97ad3c1e | 2030-07-09T15:24:40 | endpoint | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task focus by nicholshaley No additional info | {
"geo_location": "North Korea",
"device_hash": "f2c30d6bce74bedc047400e1f785f3b30481ed0f521ce2836498a8007f2c3b9b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/4.0)",
"session_id": "4ba61e95-06b7-4f3c-95cd-7b68d5783e20",
"risk_score": 68.01,
"confidence": 0.1
} | null | null | null | null | null | No additional info | Endpoint scheduled_task focus by nicholshaley No additional info | scheduled_task | null | null | nicholshaley | focus | 7,687 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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