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 | user stringlengths 3 22 ⌀ | action stringclasses 55
values | object stringlengths 1 32 ⌀ | process_id int64 100 10k ⌀ | parent_process stringclasses 4
values | additional_info stringlengths 18 148 | description stringlengths 45 225 | behavioral_analytics dict | device_type stringclasses 5
values | device_id stringlengths 12 12 ⌀ | firmware_version stringclasses 100
values | src_ip stringlengths 8 15 ⌀ | dst_ip stringlengths 3 15 ⌀ | alert_type stringclasses 17
values | signature_id stringlengths 8 8 ⌀ | category stringclasses 5
values | cloud_service stringclasses 5
values | resource_id stringlengths 12 12 ⌀ | model_id stringlengths 14 14 ⌀ | input_hash stringlengths 32 64 ⌀ | output_hash stringlengths 32 64 ⌀ | src_port int64 1 65.5k ⌀ | dst_port int64 1 65.5k ⌀ | protocol stringclasses 10
values | bytes int64 105 1,000k ⌀ | duration int64 1 3.6k ⌀ | method stringclasses 7
values | mac_address stringlengths 17 17 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
49046fd5-da49-4e96-bdf7-7afc338a7a95 | 2025-03-25T11:36:09 | cloud | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud container_escape in Alibaba by mirandamelissa MITRE Technique: T1059.001 noise=QWNyb3NzLg== | {
"geo_location": "North Korea",
"device_hash": "c1edf8181eb9705cd28d70ab7f7ce810b59c927c",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/533.50.3 (KHTML, like Gecko) Version/5.0.1 Safari/533.50.3",
"session_id": "8cd25697-4bf2-4b98-93c5-70b8731f259b",
"risk_score": 70.51,
"confidence"... | mirandamelissa | container_escape | null | null | null | MITRE Technique: T1059.001 | Cloud container_escape in Alibaba by mirandamelissa MITRE Technique: T1059.001 | {
"baseline_deviation": 1.85,
"entropy": 7,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | Alibaba | res-23538def | null | null | null | null | null | null | null | null | null | null |
95ca981c-859a-4f61-a5a0-4ff2c440a770 | 2025-03-06T19:39:38 | ai | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by alicia65 No additional info | {
"geo_location": "Greece",
"device_hash": "18bff9390bef34ecc70a88c9d847cc5adab926df",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/4.1)",
"session_id": "9840c6bd-0a6f-4c97-83b1-a5cf9eb64ae9",
"risk_score": 59.56,
"confidence": 0.95
} | alicia65 | fine_tuning | null | null | null | No additional info | AI system fine_tuning by alicia65 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-0acb4e10 | 3ea0b16551bb22c9a4b9ebf5429599fcd0cde60996f9db182e468adfe45e1a93 | 7b918b7c47ddaac349fa413bc3861c8f1219321c0e58622ea37baf474cfd3562 | null | null | null | null | null | null | null |
7e7745ee-8b88-49a6-adea-745baad852a7 | 2025-01-15T03:26:45 | cloud | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|high| desc=Cloud permission_escalation in Alibaba by victoriawade No additional info | {
"geo_location": "Mexico",
"device_hash": "1c24238f1e1c75fa56b7614b74402c32",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/531.46.6 (KHTML, like Gecko) Version/5.0 Safari/531.46.6",
"session_id": "d6cea033-1546-4273-8692-3d6f022700c7",
"risk_score": 44.3,
"confidence": 0.46
} | victoriawade | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in Alibaba by victoriawade No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-d00a42ad | null | null | null | null | null | null | null | null | null | null |
f8f1b512-65a6-4920-8b4c-099563902c64 | 2025-04-27T07:35:27 | endpoint | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access /it/bring.pages by daniel56 No additional info noise=QnkgYnJlYWsu | {
"geo_location": "Saint Vincent and the Grenadines",
"device_hash": "91fb8d0bc4e372885a390f7ceaf36b35",
"user_agent": "Opera/9.58.(Windows NT 5.01; tn-ZA) Presto/2.9.186 Version/10.00",
"session_id": "b71d5d3d-3cfd-455e-aff9-ad8cc8d82395",
"risk_score": 25.12,
"confidence": 0.44
} | daniel56 | file_access | /it/bring.pages | 8,967 | cmd.exe | No additional info | Endpoint file_access /it/bring.pages by daniel56 No additional info | {
"baseline_deviation": 1.93,
"entropy": 2.76,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
722a19d7-9d0d-4347-bce0-ae571451dcc9 | 2025-02-09T07:32:34 | auth | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|low| desc=Auth timeout for karenhiggins via biometric from 216.74.126.234 No additional info | {
"geo_location": "Niger",
"device_hash": "4e96b3c5ddc52ced931993d017d0d03f7beffce4",
"user_agent": "Opera/9.31.(Windows NT 6.2; or-IN) Presto/2.9.167 Version/11.00",
"session_id": "9282e663-60d4-4fd4-a885-fb5774a6e9af",
"risk_score": 47.04,
"confidence": 0
} | karenhiggins | timeout | null | null | null | No additional info | Auth timeout for karenhiggins via biometric from 216.74.126.234 No additional info | null | null | null | null | 216.74.126.234 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 50:a5:1a:27:d0:d6 |
244a4edd-dd35-4e57-8c74-82527d924086 | 2025-01-21T02:35:30 | endpoint | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec /radio/yard.jpeg by karen81 No additional info | {
"geo_location": "Guernsey",
"device_hash": "93b6901dcb128aeda72df9f984ad39fc",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_6; rv:1.9.4.20) Gecko/8138-07-29 12:14:14 Firefox/15.0",
"session_id": "1368f3c7-4cb8-4539-86d5-3d6ab39ec704",
"risk_score": 25.34,
"confidence": 0.86
} | karen81 | wmi_exec | /radio/yard.jpeg | 6,622 | svchost.exe | No additional info | Endpoint wmi_exec /radio/yard.jpeg by karen81 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d5f57c78-cb61-4cf8-8467-ab8cbe0e92c8 | 2025-04-05T13:07:12 | firewall | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|high| desc=Firewall inspect SSH traffic from 182.122.3.3:817 to 126.119.132.140:914 No additional info | {
"geo_location": "China",
"device_hash": "6a91535cd6ca5946718f1beefd50f5e8",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/36.0.880.0 Safari/536.2",
"session_id": "a38fbdcd-5ab8-4647-a4b1-28ec5d4afa7c",
"risk_score": 77.14,
"confidence": 0.27
} | null | inspect | null | null | null | No additional info | Firewall inspect SSH traffic from 182.122.3.3:817 to 126.119.132.140:914 No additional info | null | null | null | null | 182.122.3.3 | 126.119.132.140 | null | null | null | null | null | null | null | null | 817 | 914 | SSH | 666,149 | 1,597 | null | null |
1f0e91aa-e7c3-40d9-a800-11124f1225ea | 2025-05-20T12:19:16 | firewall | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|info| desc=Firewall quarantine HTTPS traffic from 10.39.247.150:653 to 219.84.227.230:366 No additional info | {
"geo_location": "Suriname",
"device_hash": "4954a67283ce8d22e3b3517645ca424ca894c3c7",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_9; rv:1.9.6.20) Gecko/5426-03-16 13:15:07 Firefox/3.6.4",
"session_id": "50cfcc82-565c-4bd5-8a02-ca110ea51d39",
"risk_score": 15.51,
"confidence": 0.45
} | null | quarantine | null | null | null | No additional info | Firewall quarantine HTTPS traffic from 10.39.247.150:653 to 219.84.227.230:366 No additional info | null | null | null | null | 10.39.247.150 | 219.84.227.230 | null | null | null | null | null | null | null | null | 653 | 366 | HTTPS | 621,500 | 242 | null | null |
be11f481-2bcc-46dd-9d37-40a7288a9c12 | 2025-02-13T10:23:43 | ids_alert | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|critical| desc=Splunk Alert: MFA Bypass detected from 113.100.73.244 targeting 122.229.65.234 Obfuscated payload detected | {
"geo_location": "Anguilla",
"device_hash": "9ecd150cd48c6bd1013885720298c82b272baeb4",
"user_agent": "Opera/8.67.(Windows NT 6.1; yo-NG) Presto/2.9.189 Version/11.00",
"session_id": "405f501c-80f1-4652-a04e-50820d0efac9",
"risk_score": 78,
"confidence": 0.72
} | null | null | null | null | null | Obfuscated payload detected | Splunk Alert: MFA Bypass detected from 113.100.73.244 targeting 122.229.65.234 Obfuscated payload detected | {
"baseline_deviation": 1.28,
"entropy": 7.47,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 113.100.73.244 | 122.229.65.234 | MFA Bypass | SIG-6915 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
aed40632-e263-42f9-9337-f56c8d165f34 | 2025-04-09T12:42:06 | network | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 16.139.186.69 to 156.170.248.1 Associated Threat Actor: DarkSide noise=attack|buy|truth | {
"geo_location": "United States of America",
"device_hash": "ef186fa65ad6f1bebac3ffdc39583a04cfe202b66a82ca6e517a058a08ac00e3",
"user_agent": "Mozilla/5.0 (Linux; Android 2.0.1) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/40.0.815.0 Safari/533.0",
"session_id": "284d2c8c-0a10-4cdb-a46c-c63af3a9d428",
"risk_... | null | disconnection | null | null | null | Associated Threat Actor: DarkSide | Network disconnection from 16.139.186.69 to 156.170.248.1 Associated Threat Actor: DarkSide | null | null | null | null | 16.139.186.69 | 156.170.248.1 | null | null | null | null | null | null | null | null | null | null | UDP | 382,978 | null | null | null |
f14bd452-f5c1-4384-943f-869e943e6506 | 2025-02-03T23:49:24 | cloud | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|critical| desc=Cloud crypto_mining in OCI by ereid No additional info | {
"geo_location": "Uzbekistan",
"device_hash": "fb985c9170a34b838749ac76e8404c6f",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/533.29.4 (KHTML, like Gecko) Version/5.0.5 Safari/533.29.4",
"session_id": "6ae1d199-b0df-4d00-aa57-d297401bd8e7",
"risk_score": 19.77,
"confidence": 0.19
} | ereid | crypto_mining | null | null | null | No additional info | Cloud crypto_mining in OCI by ereid No additional info | null | null | null | null | null | null | null | null | null | OCI | res-845d57f0 | null | null | null | null | null | null | null | null | null | null |
6db68a76-3875-4311-af1b-25112ff46a73 | 2025-01-26T10:34:56 | ids_alert | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|low| desc=Elastic SIEM Alert: SQL Injection detected from 6.215.196.19 targeting N/A MITRE Technique: T1543.003 | {
"geo_location": "Qatar",
"device_hash": "876ebe7153c309a6b3782e1c34f4076edd6f24b3116b1498991bca8dc0671c52",
"user_agent": "Opera/9.22.(X11; Linux i686; kk-KZ) Presto/2.9.162 Version/10.00",
"session_id": "499d75c3-32bd-4a65-a3c4-158be9c1ea47",
"risk_score": 55.8,
"confidence": 0.48
} | null | null | null | null | null | MITRE Technique: T1543.003 | Elastic SIEM Alert: SQL Injection detected from 6.215.196.19 targeting N/A MITRE Technique: T1543.003 | null | null | null | null | 6.215.196.19 | N/A | SQL Injection | SIG-7482 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
0f669e82-d4fe-4bdd-98ee-7f0dd6fd069e | 2025-04-09T23:57:55 | iot | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|info| desc=IoT device Camera side_channel No additional info | {
"geo_location": "China",
"device_hash": "a7b12304f8cec37dba0be505b0eb198b8aade413",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_3 rv:5.0; vi-VN) AppleWebKit/535.25.3 (KHTML, like Gecko) Version/4.0.1 Safari/535.25.3",
"session_id": "d9f9078b-1d09-40b3-8710-594fb309939d",
"risk_score": 49.37,
... | null | side_channel | null | null | null | No additional info | IoT device Camera side_channel No additional info | null | Camera | iot-846734bb | 2.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3d140b8d-3703-41e2-a38a-0f7eeadf0edc | 2025-06-04T17:59:46 | cloud | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|high| desc=Cloud lambda_execution in OCI by lozanotyler No additional info | {
"geo_location": "United Arab Emirates",
"device_hash": "4951e688c847ad34a5dc96f9d486bfd87709a2a5f7d928471f17214dac3b1479",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_5_8) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/34.0.890.0 Safari/532.2",
"session_id": "390eb1f7-65d8-46c5-bdef-224b7d447609",
... | lozanotyler | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in OCI by lozanotyler No additional info | null | null | null | null | null | null | null | null | null | OCI | res-551cd0b0 | null | null | null | null | null | null | null | null | null | null |
5d7d9897-cb8e-4d20-aefc-6d6928a22e8d | 2025-01-19T11:45:52 | firewall | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|high| desc=Firewall deny NTP traffic from 135.63.40.92:49863 to 84.101.62.253:1021 No additional info | {
"geo_location": "India",
"device_hash": "1fd3548d03e8d7475fb9e7c81aafdbaa",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 13_5_1 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) FxiOS/10.6x6002.0 Mobile/21Z475 Safari/536.1",
"session_id": "00c46de6-ca44-42d5-bd8c-2a5d3d40ff15",
"risk_score": 63.26,
"c... | null | deny | null | null | null | No additional info | Firewall deny NTP traffic from 135.63.40.92:49863 to 84.101.62.253:1021 No additional info | null | null | null | null | 135.63.40.92 | 84.101.62.253 | null | null | null | null | null | null | null | null | 49,863 | 1,021 | NTP | 400,821 | 500 | null | null |
35e0aeb4-e0a5-4819-8b2b-8e9bb5207551 | 2025-06-04T12:46:54 | ai | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by gary04 No additional info | {
"geo_location": "Taiwan",
"device_hash": "e5f047e1049db2ee8cb39b7bc691d1b73548df31",
"user_agent": "Opera/9.61.(Windows NT 5.0; ve-ZA) Presto/2.9.169 Version/10.00",
"session_id": "31dc27d3-add3-44b8-9c6d-3038c1afa7ca",
"risk_score": 5.45,
"confidence": 0.3
} | gary04 | prompt_injection | null | null | null | No additional info | AI system prompt_injection by gary04 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-77013d8f | 34ad4086b291c15b342be41974ef34c671b52c7324ad5140247c6a93aefd42fb | f4e403c3286a245304baf53c146ef59e | null | null | null | null | null | null | null |
6a8dc6f4-f2f3-4cb5-ba2d-d4d76cbe9b63 | 2025-01-13T16:46:37 | cloud | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|low| desc=Cloud storage_access in GCP by anthonymorrison Associated Threat Actor: TA505 | {
"geo_location": "Lebanon",
"device_hash": "c97e017b5654e68e962dffb01f88dafcfa585859",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/4.1)",
"session_id": "a5078d41-5b9e-48b8-8cce-c4aa16537b66",
"risk_score": 59.41,
"confidence": 0.98
} | anthonymorrison | storage_access | null | null | null | Associated Threat Actor: TA505 | Cloud storage_access in GCP by anthonymorrison Associated Threat Actor: TA505 | null | null | null | null | null | null | null | null | null | GCP | res-e4ab314c | null | null | null | null | null | null | null | null | null | null |
c5fc0a0a-cb0f-4499-bbb8-7389a7d05bf7 | 2020-08-15T12:12:25 | ids_alert | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|critical| desc=Vectra AI Alert: Living-off-the-Land detected from 157.242.112.241 targeting N/A MITRE Technique: T1486 | Obfuscated payload detected | {
"geo_location": "Cook Islands",
"device_hash": "79a2337d3624ec839c691ea550bfde070819b8a5",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/2712-10-09 17:35:00 Firefox/12.0",
"session_id": "ba2f2f5b-d20f-4ac1-a8cf-349575552ad1",
"risk_score": 37.1,
"confidence": 0.31
} | null | null | null | null | null | MITRE Technique: T1486 | Obfuscated payload detected | Vectra AI Alert: Living-off-the-Land detected from 157.242.112.241 targeting N/A MITRE Technique: T1486 | Obfuscated payload detected | null | null | null | null | 157.242.112.241 | N/A | Living-off-the-Land | SIG-2502 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
9d848cc0-2b63-47fa-9c3b-b6f115db2ee5 | 2025-02-24T03:59:51 | ai | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by hughesmeredith No additional info | {
"geo_location": "Saudi Arabia",
"device_hash": "6dc2e765ea31387325e777c0f866a6021f1f3e26a1cfc4c4d101e47075aa6109",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1_1 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) FxiOS/11.0k4121.0 Mobile/07D595 Safari/531.1",
"session_id": "f64edced-a7d7-4900-bda3-387... | hughesmeredith | fine_tuning | null | null | null | No additional info | AI system fine_tuning by hughesmeredith No additional info | null | null | null | null | null | null | null | null | null | null | null | model-1bf005f5 | 6cf97aeb420cfb58f4163c0fa30bd0dc882198af | 5367de59e8a6929312f6fc4d00050151 | null | null | null | null | null | null | null |
0ac19f7b-b48f-4c5b-a723-f8741aae3858 | 2025-06-23T17:18:11 | auth | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|medium| desc=Auth failed for mturner via key from 223.42.100.187 No additional info noise=effort|next|network | {
"geo_location": "Belgium",
"device_hash": "884da125d92ad2c9d3184ee5b46951f8",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/33.0.862.0 Safari/534.2",
"session_id": "ac03c54e-5929-4910-ac8d-f9fdc4ee37c8",
"risk_score": 18.54,
"confidence": 0.77
} | mturner | failed | null | null | null | No additional info | Auth failed for mturner via key from 223.42.100.187 No additional info | null | null | null | null | 223.42.100.187 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 66:7e:e3:cc:13:79 |
fae3c11f-717e-4224-a2e6-53262443e9bc | 2025-06-02T05:05:37 | iot | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera battery_drain MITRE Technique: T1190 | {
"geo_location": "Poland",
"device_hash": "124583e38579b5b7b82b2194dc9f845e2e51ded8ef0ac867b34fcd7fa653985d",
"user_agent": "Opera/8.74.(Windows NT 6.2; fy-NL) Presto/2.9.163 Version/10.00",
"session_id": "d9a75ed2-915e-4366-91c8-368f5fe78f8f",
"risk_score": 67.6,
"confidence": 0.8
} | null | battery_drain | null | null | null | MITRE Technique: T1190 | IoT device Camera battery_drain MITRE Technique: T1190 | null | Camera | iot-265dc40f | 2.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9bc83ec5-3bcb-4721-b82c-15d5374805e7 | 2025-05-07T16:31:34 | ids_alert | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|medium| desc=Vectra AI Alert: DDoS detected from 10.246.172.144 targeting 115.213.217.165 No additional info noise=under|painting|lead | {
"geo_location": "China",
"device_hash": "aaa349b21b124168e9972a875edb9153ff2f3262bba564b302420aef800a8a9f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.0; Trident/3.0)",
"session_id": "2e6b03ba-2d63-41c4-83e2-279ec4285ccd",
"risk_score": 25.12,
"confidence": 0.14
} | null | null | null | null | null | No additional info | Vectra AI Alert: DDoS detected from 10.246.172.144 targeting 115.213.217.165 No additional info | null | null | null | null | 10.246.172.144 | 115.213.217.165 | DDoS | SIG-4440 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
424e6e4b-fe8a-4957-991b-fb38ca8d2321 | 2025-02-17T23:49:29 | firewall | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|high| desc=Firewall allow NTP traffic from 10.119.62.254:735 to 200.230.232.217:479 MITRE Technique: T1059.001 | {
"geo_location": "Guyana",
"device_hash": "135a32d47f5583d59e7f973a564e55f8",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_5) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/46.0.827.0 Safari/536.0",
"session_id": "b7d0e5a9-1a6f-4046-9579-7f9db1544156",
"risk_score": 8.65,
"confidence": 0.97
} | null | allow | null | null | null | MITRE Technique: T1059.001 | Firewall allow NTP traffic from 10.119.62.254:735 to 200.230.232.217:479 MITRE Technique: T1059.001 | null | null | null | null | 10.119.62.254 | 200.230.232.217 | null | null | null | null | null | null | null | null | 735 | 479 | NTP | 653,632 | 1,256 | null | null |
bfaf807d-bec5-4724-b5ad-f9f67f05e70c | 2025-04-16T16:06:53 | iot | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat protocol_violation MITRE Technique: T1204.002 | {
"geo_location": "Thailand",
"device_hash": "0b6556b582c091e0ef1b6efd9c4a375d86505afcbff08d419ae39b4d691cbeec",
"user_agent": "Mozilla/5.0 (Android 4.0.2; Mobile; rv:5.0) Gecko/5.0 Firefox/5.0",
"session_id": "0b053aba-56c6-4b7e-b65c-cbd7d2144961",
"risk_score": 57.44,
"confidence": 0.26
} | null | protocol_violation | null | null | null | MITRE Technique: T1204.002 | IoT device Thermostat protocol_violation MITRE Technique: T1204.002 | null | Thermostat | iot-58656570 | 2.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9e2cef32-248d-45d0-b577-6102ab8ab2bb | 2025-04-19T10:03:16 | network | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|high| desc=Network beaconing from 216.193.39.106 to 208.197.253.226 MITRE Technique: T1543.003 | {
"geo_location": "Costa Rica",
"device_hash": "8ef1919cddde5b3cf196580e39f1b00c",
"user_agent": "Opera/9.37.(Windows NT 6.0; ta-IN) Presto/2.9.175 Version/11.00",
"session_id": "d36e7192-843e-404d-bc44-b57b6e00513f",
"risk_score": 63.86,
"confidence": 0.2
} | null | beaconing | null | null | null | MITRE Technique: T1543.003 | Network beaconing from 216.193.39.106 to 208.197.253.226 MITRE Technique: T1543.003 | null | null | null | null | 216.193.39.106 | 208.197.253.226 | null | null | null | null | null | null | null | null | null | null | TCP | 917,956 | null | null | null |
32fb1f65-4a20-43a3-bbdc-24a8fc2d92e2 | 2025-06-30T18:34:05 | cloud | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud shadow_it in GCP by jacquelineward MITRE Technique: T1566.001 | {
"geo_location": "Niger",
"device_hash": "4cc97010961e6d8303009c99fe286f82e2cedb76",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_4) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/59.0.892.0 Safari/531.1",
"session_id": "fa45be42-1949-4e08-8bf7-a5a1a33df9cf",
"risk_score": 73.42,
"confidence... | jacquelineward | shadow_it | null | null | null | MITRE Technique: T1566.001 | Cloud shadow_it in GCP by jacquelineward MITRE Technique: T1566.001 | null | null | null | null | null | null | null | null | null | GCP | res-38214a5e | null | null | null | null | null | null | null | null | null | null |
4b12dafe-8aca-4263-b81d-2489f546bab1 | 2025-03-02T20:57:02 | auth | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for shelleykline via passwordless from 30.238.191.14 No additional info | {
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "78c2a523cae90f9a464d2492b11e419b",
"user_agent": "Mozilla/5.0 (Android 2.2.2; Mobile; rv:17.0) Gecko/17.0 Firefox/17.0",
"session_id": "b9f89583-ecfa-4f5a-82dd-36edf3c4174b",
"risk_score": 79.11,
"confidence": 0.28
} | shelleykline | challenge | null | null | null | No additional info | Auth challenge for shelleykline via passwordless from 30.238.191.14 No additional info | null | null | null | null | 30.238.191.14 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 03:87:60:e6:d9:c1 |
cfc67761-74b4-4b49-87d3-903ab774fcda | 2025-03-24T23:46:05 | auth | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|high| desc=Auth challenge for nicole21 via biometric from 77.57.4.253 No additional info noise=Q29uc2lkZXIu | {
"geo_location": "French Guiana",
"device_hash": "65129277fc9341fe8526c6847d5cd8ea2ed2ec44d02a5e5e77829484dbac99f8",
"user_agent": "Mozilla/5.0 (Windows NT 11.0) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/55.0.896.0 Safari/536.0",
"session_id": "8cbede79-9d9e-46e8-9019-47f31b6efa20",
"risk_score": 58.95,
... | nicole21 | challenge | null | null | null | No additional info | Auth challenge for nicole21 via biometric from 77.57.4.253 No additional info | null | null | null | null | 77.57.4.253 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 64:3c:82:dd:17:bc |
d1374db0-4510-4244-9255-8120957f4ca6 | 2025-06-17T21:49:21 | auth | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|low| desc=Auth timeout for mariehernandez via SAML from 81.9.224.236 MITRE Technique: T1547.001 | Associated Threat Actor: Kimsuky noise=SW1wb3J0YW50Lg== | {
"geo_location": "Christmas Island",
"device_hash": "d037c90fc037640c663f4eb19467297ba25793c0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/3.1)",
"session_id": "fb4f1e93-b1b7-40eb-bb8d-a9dbb6a2b93b",
"risk_score": 86.73,
"confidence": 0.66
} | mariehernandez | timeout | null | null | null | MITRE Technique: T1547.001 | Associated Threat Actor: Kimsuky | Auth timeout for mariehernandez via SAML from 81.9.224.236 MITRE Technique: T1547.001 | Associated Threat Actor: Kimsuky | null | null | null | null | 81.9.224.236 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 9d:39:c1:82:2f:8e |
70c7c00f-ac62-4bd3-aec6-918f95f2da81 | 2025-05-10T18:23:15 | cloud | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|high| desc=Cloud shadow_it in OCI by gonzalezricardo MITRE Technique: T1078.004 | {
"geo_location": "Yemen",
"device_hash": "8757bc058c585f600f21c9331fde8ec2",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_2 rv:3.0; ks-IN) AppleWebKit/534.50.2 (KHTML, like Gecko) Version/5.0.2 Safari/534.50.2",
"session_id": "f87939e4-2fd6-4429-bbb7-d26ef05c4bd5",
"risk_score": 46.73,
"conf... | gonzalezricardo | shadow_it | null | null | null | MITRE Technique: T1078.004 | Cloud shadow_it in OCI by gonzalezricardo MITRE Technique: T1078.004 | null | null | null | null | null | null | null | null | null | OCI | res-8afd56e0 | null | null | null | null | null | null | null | null | null | null |
a77be7f4-e513-4f06-ab6b-46f31b41bcc5 | 2025-06-08T00:15:48 | endpoint | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|info| desc=Endpoint file_access /husband/record.png by elaineknight MITRE Technique: T1053.005 | {
"geo_location": "Togo",
"device_hash": "c101403ede326ad20ba72f658bcbcd23",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/5.1)",
"session_id": "771b4c4d-e09d-45e6-ab82-c3121e5702c3",
"risk_score": 33.79,
"confidence": 0.69
} | elaineknight | file_access | /husband/record.png | 2,188 | svchost.exe | MITRE Technique: T1053.005 | Endpoint file_access /husband/record.png by elaineknight MITRE Technique: T1053.005 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3b164034-31e4-4e91-b051-ec5375742b52 | 2025-06-07T20:15:01 | firewall | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine SSH traffic from 10.20.212.212:455 to 220.131.159.244:379 Associated Threat Actor: REvil | {
"geo_location": "Kazakhstan",
"device_hash": "f1be2777d3952cc11c3a7c5a2a60f4592d4e34bfe1cc29a13e6c47fb8977de40",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; ca-FR; rv:1.9.2.20) Gecko/6876-12-23 20:38:17 Firefox/3.8",
"session_id": "06ae8ed6-d48c-4aac-99bc-503e5c3e0dba",
"risk_score": 39.26,
"confidence": ... | null | quarantine | null | null | null | Associated Threat Actor: REvil | Firewall quarantine SSH traffic from 10.20.212.212:455 to 220.131.159.244:379 Associated Threat Actor: REvil | null | null | null | null | 10.20.212.212 | 220.131.159.244 | null | null | null | null | null | null | null | null | 455 | 379 | SSH | 273,709 | 173 | null | null |
fe8313e5-ecc3-4cfd-ba8b-66fffb9df599 | 2027-12-31T18:43:01 | endpoint | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint process_stop /case/receive.txt by mathewwagner No additional info | {
"geo_location": "Rwanda",
"device_hash": "39ff6689ed9b3699e9341d3b9f96da5b40a13289",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/46.0.809.0 Safari/533.2",
"session_id": "d2f4c3e1-cd06-461b-ad9e-aa23140fb770",
"risk_score": 68.91,
"confidence": 0.06
} | mathewwagner | process_stop | /case/receive.txt | 9,161 | svchost.exe | No additional info | Endpoint process_stop /case/receive.txt by mathewwagner No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ea468871-860c-407f-8928-63026939966b | 2025-06-21T10:03:26 | iot | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat firmware_update No additional info | {
"geo_location": "Micronesia",
"device_hash": "4b37ccd713b8bb526f82ad64530cf0666e24377d",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3.7) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/34.0.894.0 Safari/534.1",
"session_id": "7d62831f-f28d-47a0-80ef-8533aba0c61a",
"risk_score": 36.94,
"confidence": 0.81
} | null | firmware_update | null | null | null | No additional info | IoT device Thermostat firmware_update No additional info | null | Thermostat | iot-396c1818 | 9.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
98dc5440-6eea-49c8-8968-0c38bea1a99b | 2025-03-09T11:05:59 | ids_alert | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|medium| desc=Suricata Alert: DNS Tunneling detected from 91.2.243.181 targeting 155.238.62.198 No additional info | {
"geo_location": "Mayotte",
"device_hash": "b9887a6f534548437193c1f5f930f88af4bda900",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/532.24.5 (KHTML, like Gecko) Version/4.0 Safari/532.24.5",
"session_id": "e1ee5954-7e09-448d-9d2e-f511b02742fe",
"risk_score": 29.8,
"confidence": 0
} | null | null | null | null | null | No additional info | Suricata Alert: DNS Tunneling detected from 91.2.243.181 targeting 155.238.62.198 No additional info | null | null | null | null | 91.2.243.181 | 155.238.62.198 | DNS Tunneling | SIG-6550 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
5a1f7711-30cf-4555-9c0e-626cf68a10be | 2025-03-21T12:06:56 | firewall | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|info| desc=Firewall deny DNS traffic from 160.218.86.38:584 to 54.208.211.35:430 MITRE Technique: T1190 | {
"geo_location": "Cayman Islands",
"device_hash": "eba729df602f656fc3800aa283a5ab016c17a810",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/54.0.810.0 Safari/534.2",
"session_id": "748227d5-3db6-4a00-9fa2-427a7a80dd04",
"risk_score": 22.15,
"confidence": 0.93
} | null | deny | null | null | null | MITRE Technique: T1190 | Firewall deny DNS traffic from 160.218.86.38:584 to 54.208.211.35:430 MITRE Technique: T1190 | null | null | null | null | 160.218.86.38 | 54.208.211.35 | null | null | null | null | null | null | null | null | 584 | 430 | DNS | 904,643 | 2,805 | null | null |
e7fef158-9604-4862-8774-c90fd2df424d | 2028-02-15T21:10:00 | endpoint | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|info| desc=Endpoint powershell_exec /back/lay.jpeg by joshua26 MITRE Technique: T1574.002 | {
"geo_location": "Poland",
"device_hash": "54c420b0c216ba2b62409b999dde4f26",
"user_agent": "Opera/9.84.(Windows NT 6.0; kw-GB) Presto/2.9.188 Version/12.00",
"session_id": "96a3bfa9-ff40-45e8-806d-fd7e0501dacb",
"risk_score": 58.41,
"confidence": 0.44
} | joshua26 | powershell_exec | /back/lay.jpeg | 4,163 | cmd.exe | MITRE Technique: T1574.002 | Endpoint powershell_exec /back/lay.jpeg by joshua26 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 |
4df698d1-7b62-4a79-99ad-2a8431f0f2e2 | 2025-05-31T01:55:21 | network | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|high| desc=Network covert_channel from 116.168.47.54 to 120.0.135.26 Associated Threat Actor: Wizard Spider noise=she|put|answer | {
"geo_location": "Congo",
"device_hash": "b629356577fe0854d109362a88b86f597abab7e730bee031a086aa298f0d0497",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; ve-ZA) AppleWebKit/533.48.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6533.48.1",
"session_id": "16d4d8c5-739e-4d64-a4da... | null | covert_channel | null | null | null | Associated Threat Actor: Wizard Spider | Network covert_channel from 116.168.47.54 to 120.0.135.26 Associated Threat Actor: Wizard Spider | null | null | null | null | 116.168.47.54 | 120.0.135.26 | null | null | null | null | null | null | null | null | null | null | ICMP | 629,314 | null | null | null |
3a716e6e-b4e7-4865-942d-12b7191e68a2 | 2025-02-14T12:55:07 | ids_alert | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|medium| desc=Vectra AI Alert: Cloud API Abuse detected from 20.177.159.240 targeting 33.212.189.24 MITRE Technique: T1059.001 | Associated Threat Actor: APT41 noise=RG93bi4= | {
"geo_location": "Montserrat",
"device_hash": "f0934138ce5dfd8fa288e6d9eb142eb781e7276658c8e9f0f52511faed96b29d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.2; Trident/3.0)",
"session_id": "e81d2bd5-3e7f-481c-8613-daf8dc1349e7",
"risk_score": 41.63,
"confidence": 0.18
} | null | null | null | null | null | MITRE Technique: T1059.001 | Associated Threat Actor: APT41 | Vectra AI Alert: Cloud API Abuse detected from 20.177.159.240 targeting 33.212.189.24 MITRE Technique: T1059.001 | Associated Threat Actor: APT41 | null | null | null | null | 20.177.159.240 | 33.212.189.24 | Cloud API Abuse | SIG-2050 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
a7d9a74f-5153-4b71-83f5-a1a5d9a2abf0 | 2025-02-09T15:18:51 | cloud | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|critical| desc=Cloud shadow_it in AWS by farrelldawn Cross-tenant access detected noise=category | {
"geo_location": "Trinidad and Tobago",
"device_hash": "f38fcce32f77034a23a3b7521309bcbd",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_5 rv:5.0; hr-HR) AppleWebKit/534.31.4 (KHTML, like Gecko) Version/5.1 Safari/534.31.4",
"session_id": "8e1bf85e-1769-4c44-bb0f-9352a300f184",
"risk_score": ... | farrelldawn | shadow_it | null | null | null | Cross-tenant access detected | Cloud shadow_it in AWS by farrelldawn Cross-tenant access detected | {
"baseline_deviation": 1.57,
"entropy": 7.33,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | AWS | res-5f21afb6 | null | null | null | null | null | null | null | null | null | null |
77785aff-7bd9-482c-8708-951074f421c3 | 2025-04-08T07:06:09 | ids_alert | Trellix v10.7.0 | emergency | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|emergency| desc=Trellix Alert: DDoS detected from 170.45.168.157 targeting N/A MITRE Technique: T1071.001 | Associated Threat Actor: TA505 | {
"geo_location": "Serbia",
"device_hash": "7b471813f8de5f4b4a2454112354c7b7ccabe9ac471c8e2e8b1aa7da35584ac1",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/14.0.888.0 Safari/531.0",
"session_id": "6040fe7f-8488-4869-8b5f-330a943964e2",
"risk_score": 23.98,
"confi... | null | null | null | null | null | MITRE Technique: T1071.001 | Associated Threat Actor: TA505 | Trellix Alert: DDoS detected from 170.45.168.157 targeting N/A MITRE Technique: T1071.001 | Associated Threat Actor: TA505 | null | null | null | null | 170.45.168.157 | N/A | DDoS | SIG-1412 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
d304fee6-10cc-4c03-bbd5-3aaef2e64dc6 | 2025-01-31T15:13:28 | network | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|critical| desc=Network beaconing from 46.88.2.22 to 96.254.70.225 Associated Threat Actor: BlueNoroff | {
"geo_location": "Nicaragua",
"device_hash": "8791d6164e790977a569f822cfe18cd08a175bd1b0cbf67ac4e080b0ba677355",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.0; Trident/3.0)",
"session_id": "7e9b0ad1-b284-469b-a9c1-751848972f39",
"risk_score": 88.85,
"confidence": 0.55
} | null | beaconing | null | null | null | Associated Threat Actor: BlueNoroff | Network beaconing from 46.88.2.22 to 96.254.70.225 Associated Threat Actor: BlueNoroff | null | null | null | null | 46.88.2.22 | 96.254.70.225 | null | null | null | null | null | null | null | null | null | null | TCP | 993,122 | null | null | null |
72dde1e6-7a48-43b3-8b0d-b3bd1dbff5a2 | 2025-03-23T19:19:59 | ids_alert | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|critical| desc=ArcSight Alert: Cloud API Abuse detected from 97.98.171.121 targeting 76.79.196.70 Zero-day exploit pattern detected | {
"geo_location": "South Africa",
"device_hash": "27b6c325c9c339fa2202fe75f2158c0ccfa92579693a35fd91286b6eca19ccd7",
"user_agent": "Opera/9.84.(Windows NT 4.0; nr-ZA) Presto/2.9.175 Version/10.00",
"session_id": "f8dcec70-11ca-400d-86ac-d2717926f013",
"risk_score": 52.95,
"confidence": 0.24
} | null | null | null | null | null | Zero-day exploit pattern detected | ArcSight Alert: Cloud API Abuse detected from 97.98.171.121 targeting 76.79.196.70 Zero-day exploit pattern detected | {
"baseline_deviation": 2.28,
"entropy": 3.16,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 97.98.171.121 | 76.79.196.70 | Cloud API Abuse | SIG-1493 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
bac4e4df-0d63-4a87-a525-c2960460e2b5 | 2025-02-21T06:40:21 | ids_alert | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|critical| desc=CrowdStrike Alert: DNS Tunneling detected from 162.82.185.231 targeting 39.131.243.222 MITRE Technique: T1218.011 | Associated Threat Actor: APT38 | {
"geo_location": "Luxembourg",
"device_hash": "3f3f882ba52538752c9ffc9e7cf10c19",
"user_agent": "Mozilla/5.0 (Windows CE; ta-LK; rv:1.9.2.20) Gecko/7091-09-03 11:24:06 Firefox/3.8",
"session_id": "468150d3-69ec-457b-a20d-a7768b102c4e",
"risk_score": 45.65,
"confidence": 0.58
} | null | null | null | null | null | MITRE Technique: T1218.011 | Associated Threat Actor: APT38 | CrowdStrike Alert: DNS Tunneling detected from 162.82.185.231 targeting 39.131.243.222 MITRE Technique: T1218.011 | Associated Threat Actor: APT38 | null | null | null | null | 162.82.185.231 | 39.131.243.222 | DNS Tunneling | SIG-5738 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
fcb70ed8-a928-4d74-b86a-6767f5069b49 | 2025-01-21T16:33:29 | ai | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|high| desc=AI system adversarial_input by fkim No additional info | {
"geo_location": "Korea",
"device_hash": "cf05111b43539b3e3cd54c7700610c49d69f9f35",
"user_agent": "Opera/8.56.(Windows NT 4.0; ca-ES) Presto/2.9.184 Version/10.00",
"session_id": "930e47e1-a2fe-4b46-87c8-db9067f6ee01",
"risk_score": 66.66,
"confidence": 0.29
} | fkim | adversarial_input | null | null | null | No additional info | AI system adversarial_input by fkim No additional info | {
"baseline_deviation": 1.48,
"entropy": 2.36,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | model-f95db51c | c567022153088311ef8cb16a4d184340 | 27aa89501a89b8ec2bd96ac07bd64341 | null | null | null | null | null | null | null |
5a27b877-3b50-422e-9144-c604e7948ca1 | 2027-09-22T04:21:54 | auth | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|high| desc=Auth challenge for murphydavid via passwordless from 112.62.135.114 No additional info | {
"geo_location": "Christmas Island",
"device_hash": "7a9cd7c6029eb1dfce6c5dfd8bb94c1ab693a142e534444af36638226074a1c6",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_0 rv:6.0; sr-ME) AppleWebKit/531.39.7 (KHTML, like Gecko) Version/5.0.4 Safari/531.39.7",
"session_id": "e0fd3d53-d8d6-4703-8f44... | murphydavid | challenge | null | null | null | No additional info | Auth challenge for murphydavid via passwordless from 112.62.135.114 No additional info | null | null | null | null | 112.62.135.114 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 89:87:a8:4e:7e:22 |
d38f7c7c-69e7-498f-b60e-94443110e9c9 | 2025-05-17T00:02:41 | network | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|high| desc=Network covert_channel from 202.86.146.106 to 2.149.168.151 Unconventional IOC: ACPI table modifications noise=81DD9749 | {
"geo_location": "Romania",
"device_hash": "4d62b9b7c5e5be516da32a6c18d71af6",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) CriOS/30.0.843.0 Mobile/67E903 Safari/535.1",
"session_id": "1af91524-1811-4e71-b26e-741f6918ff54",
"risk_score": 81.83,
... | null | covert_channel | null | null | null | Unconventional IOC: ACPI table modifications | Network covert_channel from 202.86.146.106 to 2.149.168.151 Unconventional IOC: ACPI table modifications | null | null | null | null | 202.86.146.106 | 2.149.168.151 | null | null | null | null | null | null | null | null | null | null | ICMP | 30,996 | null | null | null |
3c0fd895-2b4f-4583-9d4b-b866f49e47b4 | 2025-05-19T08:07:20 | iot | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera protocol_violation MITRE Technique: T1110.003 | {
"geo_location": "Cape Verde",
"device_hash": "ef6720fbcc3b438c816814c49259f07d4ef1bc767b098f99398163b41ff12ea0",
"user_agent": "Opera/9.73.(Windows NT 5.01; he-IL) Presto/2.9.179 Version/12.00",
"session_id": "934fe433-ad5e-46f3-b667-ddfb89b61b1f",
"risk_score": 59.66,
"confidence": 0.12
} | null | protocol_violation | null | null | null | MITRE Technique: T1110.003 | IoT device Camera protocol_violation MITRE Technique: T1110.003 | {
"baseline_deviation": 2.2,
"entropy": 5.94,
"frequency_anomaly": false,
"sequence_anomaly": false
} | Camera | iot-0eba635d | 3.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2ef450b9-0013-4641-b93d-6359bcce7766 | 2025-05-18T17:12:32 | ai | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|high| desc=AI system model_access by thomasnichols No additional info | {
"geo_location": "Solomon Islands",
"device_hash": "983fe9217395deb0986b3e10c1b439328e8c1751",
"user_agent": "Mozilla/5.0 (Windows NT 11.0) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/59.0.875.0 Safari/532.1",
"session_id": "eb5bdbab-723e-4730-a93d-99080075b966",
"risk_score": 42.37,
"confidence": 0.49
} | thomasnichols | model_access | null | null | null | No additional info | AI system model_access by thomasnichols No additional info | null | null | null | null | null | null | null | null | null | null | null | model-4bb549da | 717f84d3d84ecaea005ba193625a3496f01c65c1 | 3bf9678708e9e39b47bde541deee46ae99fbeba84970e847d83aa37caf63d8a5 | null | null | null | null | null | null | null |
a074b922-6caa-4827-b528-b7a03eda538b | 2025-04-26T12:33:13 | ids_alert | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|high| desc=CrowdStrike Alert: DDoS detected from 40.245.200.21 targeting N/A MITRE Technique: T1134.001 | Zero-day exploit pattern detected | {
"geo_location": "Andorra",
"device_hash": "1e8d690fe36b37e5e9d273c502ff5b2e",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_1; rv:1.9.3.20) Gecko/6077-11-08 02:24:42 Firefox/3.8",
"session_id": "27d1c2a0-d9f8-49c6-9dcc-9aa63877caf8",
"risk_score": 43.62,
"confidence": 0.74
} | null | null | null | null | null | MITRE Technique: T1134.001 | Zero-day exploit pattern detected | CrowdStrike Alert: DDoS detected from 40.245.200.21 targeting N/A MITRE Technique: T1134.001 | Zero-day exploit pattern detected | null | null | null | null | 40.245.200.21 | N/A | DDoS | SIG-9380 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
ecf8aaf7-b0dc-4717-a572-616fc6af1ce9 | 2025-06-19T15:35:30 | cloud | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|high| desc=Cloud shadow_it in GCP by blake56 MITRE Technique: T1574.002 | {
"geo_location": "Togo",
"device_hash": "d97032df73b5e26148e350798495d83a",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/5686-04-22 12:42:38 Firefox/6.0",
"session_id": "0c0b870b-91cb-40c3-adac-6850860c4e75",
"risk_score": 28.15,
"confidence": 0.69
} | blake56 | shadow_it | null | null | null | MITRE Technique: T1574.002 | Cloud shadow_it in GCP by blake56 MITRE Technique: T1574.002 | null | null | null | null | null | null | null | null | null | GCP | res-a0c005c8 | null | null | null | null | null | null | null | null | null | null |
e6ac968b-692e-4958-a7cf-8455fdced0c4 | 2025-03-17T19:24:17 | cloud | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud instance_creation in OCI by jlawrence No additional info | {
"geo_location": "Vanuatu",
"device_hash": "e82eb8d8dff8ccb990628246aa443809d61c7071a9409545f26aed4f77efddcb",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/532.43.7 (KHTML, like Gecko) Version/4.0.1 Safari/532.43.7",
"session_id": "4675abf4-f95a-4b94-a581-47b047735924",
"risk_score": 43.36... | jlawrence | instance_creation | null | null | null | No additional info | Cloud instance_creation in OCI by jlawrence No additional info | null | null | null | null | null | null | null | null | null | OCI | res-1c79c71e | null | null | null | null | null | null | null | null | null | null |
3b3afd48-a476-4585-8888-7ab9c907abe7 | 2025-05-26T12:22:01 | 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: Container Escape detected from 115.192.95.150 targeting 154.115.212.199 No additional info | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "8a25013962342e261a43d81a9d2830c747dcc1367143aff92abbf336402e0ffc",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; niu-NZ) AppleWebKit/531.45.7 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6531.45.7",
"session_id": "00db7... | null | null | null | null | null | No additional info | Palo Alto Cortex Alert: Container Escape detected from 115.192.95.150 targeting 154.115.212.199 No additional info | null | null | null | null | 115.192.95.150 | 154.115.212.199 | Container Escape | SIG-5578 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
c87dbbe6-7c10-4f65-8d86-dd9d407fff20 | 2025-06-28T23:48:22 | firewall | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only HTTPS traffic from 154.198.201.41:55972 to 214.156.193.108:318 No additional info | {
"geo_location": "New Zealand",
"device_hash": "471868200629cc7626a1b4135adf4dc05aa0c92710f70a354c633f54f5d3bfe4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/4.1)",
"session_id": "58c1ea83-a654-4559-9df5-4bb6416f4bb2",
"risk_score": 55.12,
"confidence": 0.77
} | null | log-only | null | null | null | No additional info | Firewall log-only HTTPS traffic from 154.198.201.41:55972 to 214.156.193.108:318 No additional info | null | null | null | null | 154.198.201.41 | 214.156.193.108 | null | null | null | null | null | null | null | null | 55,972 | 318 | HTTPS | 562,602 | 389 | null | null |
35a8cdc5-b669-4447-926e-53102f30a720 | 2025-05-31T05:23:28 | iot | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|low| desc=IoT device Camera firmware_update No additional info | {
"geo_location": "Australia",
"device_hash": "1d556f78f33c64c398b545338cdf4d3fcda4db50750f45e8dc3e1f1c50f14a0d",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_5_7 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) FxiOS/17.4n0980.0 Mobile/31I895 Safari/531.1",
"session_id": "b2233757-23f6-480c-ad47-4e... | null | firmware_update | null | null | null | No additional info | IoT device Camera firmware_update No additional info | null | Camera | iot-1c7e18be | 5.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7c64d1a8-65b6-472c-a21a-793326e1a5ed | 2025-05-14T15:53:46 | endpoint | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|low| desc=Endpoint driver_load /allow/few.js by josephsimpson Associated Threat Actor: Sandworm Team noise=0B86A2E6 | {
"geo_location": "Argentina",
"device_hash": "e0131881b2b35ebc4a876717f423d27f",
"user_agent": "Mozilla/5.0 (Windows CE) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/20.0.871.0 Safari/532.1",
"session_id": "0a4e755e-070a-4b01-9d23-35648142fc37",
"risk_score": 76.07,
"confidence": 0.38
} | josephsimpson | driver_load | /allow/few.js | 7,751 | svchost.exe | Associated Threat Actor: Sandworm Team | Endpoint driver_load /allow/few.js by josephsimpson Associated Threat Actor: Sandworm Team | {
"baseline_deviation": 1.79,
"entropy": 6.55,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3f666ed4-59a9-4219-a948-d82ccca7e28b | 2025-04-04T08:35:25 | firewall | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|low| desc=Firewall allow RDP traffic from 72.178.60.235:282 to 113.32.25.69:148 No additional info noise=U29jaWFsLg== | {
"geo_location": "Zambia",
"device_hash": "83a98bf0eb7b812459daf5301e1a908c981b550329558e83a75c75eaa5ab8adb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/3.0)",
"session_id": "817bd0fa-5ba9-4c9b-aae1-0400cf31658b",
"risk_score": 41.47,
"confidence": 0.38
} | null | allow | null | null | null | No additional info | Firewall allow RDP traffic from 72.178.60.235:282 to 113.32.25.69:148 No additional info | null | null | null | null | 72.178.60.235 | 113.32.25.69 | null | null | null | null | null | null | null | null | 282 | 148 | RDP | 648,861 | 2,750 | null | null |
fae44ac7-59c0-4384-94b7-413bd518ea99 | 2025-05-23T01:15:32 | auth | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|high| desc=Auth bypass for michelle12 via SAML from 208.174.25.235 No additional info | {
"geo_location": "Kyrgyz Republic",
"device_hash": "ecd31c1f2e88649125f3ac644c99abed3dcce95d",
"user_agent": "Opera/9.48.(Windows CE; kn-IN) Presto/2.9.170 Version/11.00",
"session_id": "f5d044f1-56da-49f6-afef-47ee800aecfb",
"risk_score": 55.36,
"confidence": 0.36
} | michelle12 | bypass | null | null | null | No additional info | Auth bypass for michelle12 via SAML from 208.174.25.235 No additional info | null | null | null | null | 208.174.25.235 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | dd:98:ae:2e:ab:ff |
21670738-df0b-42ad-9dd9-bdbf5a9aa785 | 2025-06-20T21:46:34 | network | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|critical| desc=Network disconnection from 75.242.18.136 to 45.174.81.11 MITRE Technique: T1218.011 | {
"geo_location": "China",
"device_hash": "8d9085af1b69eebed0535c88482ca20e59e5ee1b958da2c68f610d5e372d4373",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_4 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) FxiOS/15.7d8139.0 Mobile/58K497 Safari/533.0",
"session_id": "5e3d6c57-9a1d-488d-ba12-09939f... | null | disconnection | null | null | null | MITRE Technique: T1218.011 | Network disconnection from 75.242.18.136 to 45.174.81.11 MITRE Technique: T1218.011 | null | null | null | null | 75.242.18.136 | 45.174.81.11 | null | null | null | null | null | null | null | null | null | null | TCP | 494,315 | null | null | null |
b3ed1f61-7c1e-435a-b74e-42d94094d480 | 2025-07-03T10:45:57 | network | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|critical| desc=Network covert_channel from 166.223.201.142 to 27.86.106.12 Associated Threat Actor: APT41 | {
"geo_location": "Equatorial Guinea",
"device_hash": "92da7c671a32e67efa1e067537c0dc80c7229609d85effe90b3b9423070dadb6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/5.1)",
"session_id": "2de594db-4173-4753-af0e-710bd19a338f",
"risk_score": 46.31,
"confidence": 0.97
} | null | covert_channel | null | null | null | Associated Threat Actor: APT41 | Network covert_channel from 166.223.201.142 to 27.86.106.12 Associated Threat Actor: APT41 | null | null | null | null | 166.223.201.142 | 27.86.106.12 | null | null | null | null | null | null | null | null | null | null | ICMP | 467,851 | null | null | null |
9f21b4e7-eff7-499e-b7d8-457ef92a1245 | 2025-03-31T22:54:06 | network | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|high| desc=Network latency_spike from 10.199.239.115 to 203.31.152.207 MITRE Technique: T1547.001 noise=our|back|building | {
"geo_location": "Trinidad and Tobago",
"device_hash": "da8506913907786d10e7471812f5e0f7",
"user_agent": "Opera/9.51.(Windows NT 4.0; ig-NG) Presto/2.9.163 Version/10.00",
"session_id": "253ed341-db6c-407b-9f5a-3f7227aba474",
"risk_score": 70.31,
"confidence": 0.43
} | null | latency_spike | null | null | null | MITRE Technique: T1547.001 | Network latency_spike from 10.199.239.115 to 203.31.152.207 MITRE Technique: T1547.001 | null | null | null | null | 10.199.239.115 | 203.31.152.207 | null | null | null | null | null | null | null | null | null | null | HTTP | 157,740 | null | null | null |
8a3dbdcf-8c36-4575-9133-fd60655b249d | 2025-02-24T08:58:52 | cloud | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|info| desc=Cloud api_abuse in Azure by gonzalezsamantha No additional info | {
"geo_location": "Northern Mariana Islands",
"device_hash": "11076b841afc8c3ea2bf9028ff614f6fd17eb7a39ad69c2a4ed28386534ff73d",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_0 rv:3.0; wa-BE) AppleWebKit/534.17.3 (KHTML, like Gecko) Version/5.0 Safari/534.17.3",
"session_id": "6e6d340a-811c-43d6-b1a1... | gonzalezsamantha | api_abuse | null | null | null | No additional info | Cloud api_abuse in Azure by gonzalezsamantha No additional info | null | null | null | null | null | null | null | null | null | Azure | res-8c4a6d5e | null | null | null | null | null | null | null | null | null | null |
2c11ce81-e906-4059-8117-1565cf1c61e3 | 2025-06-11T09:34:00 | firewall | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only UDP traffic from 221.49.61.19:11673 to 122.12.82.111:65160 No additional info | {
"geo_location": "Kuwait",
"device_hash": "53e64602f90e9175a62186f214a0acea15381b73",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/534.32.4 (KHTML, like Gecko) Version/4.1 Safari/534.32.4",
"session_id": "575d1c71-801f-47d5-919e-0086b7828ed3",
"risk_score": 57.09,
"confidence": 0.73
... | null | log-only | null | null | null | No additional info | Firewall log-only UDP traffic from 221.49.61.19:11673 to 122.12.82.111:65160 No additional info | null | null | null | null | 221.49.61.19 | 122.12.82.111 | null | null | null | null | null | null | null | null | 11,673 | 65,160 | UDP | 347,835 | 1,241 | null | null |
f6ebb6a8-278d-4706-9682-458abeb3641e | 2025-03-24T01:52:52 | endpoint | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start deal by jjohnson No additional info noise=B0AF3834 | {
"geo_location": "Northern Mariana Islands",
"device_hash": "c94eecc491d1b3b32fc1641b50757e81571f6737dfb112b6b4b45b91ab014c16",
"user_agent": "Opera/9.20.(X11; Linux x86_64; li-BE) Presto/2.9.179 Version/11.00",
"session_id": "5932ed87-1769-43f8-bc93-dd97b773f483",
"risk_score": 51.05,
"confidence": 0.51
} | jjohnson | process_start | deal | 2,771 | explorer.exe | No additional info | Endpoint process_start deal by jjohnson No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a6cb17bc-239b-42dc-bb28-ce6142f011af | 2025-07-02T15:38:48 | firewall | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only ICMP traffic from 137.69.120.110:573 to 100.132.18.75:480 Geo anomaly: Impossible travel detected | {
"geo_location": "Bhutan",
"device_hash": "c3145f301907bf8ab1c1ee8e9be475fca54d407a",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/22.0.868.0 Safari/531.0",
"session_id": "865e08a4-d13b-42e5-a0da-e8b42de728ca",
"risk_score": 35.3,
"confidence": 0.47
} | null | log-only | null | null | null | Geo anomaly: Impossible travel detected | Firewall log-only ICMP traffic from 137.69.120.110:573 to 100.132.18.75:480 Geo anomaly: Impossible travel detected | null | null | null | null | 137.69.120.110 | 100.132.18.75 | null | null | null | null | null | null | null | null | 573 | 480 | ICMP | 764,268 | 2,552 | null | null |
78c34474-700e-4800-bd4a-29350919e819 | 2025-02-07T17:50:08 | network | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|low| desc=Network connection from 157.212.114.156 to 36.178.131.17 No additional info | {
"geo_location": "Italy",
"device_hash": "0a016af6560197a35cd7b2ec275b8968c9abad43afc5868bfce4c4089d3e6861",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/59.0.889.0 Safari/533.0",
"session_id": "5255eeb8-6c52-45c6-adc1-443cabec441e",
"risk_score": 78.32,
"conf... | null | connection | null | null | null | No additional info | Network connection from 157.212.114.156 to 36.178.131.17 No additional info | null | null | null | null | 157.212.114.156 | 36.178.131.17 | null | null | null | null | null | null | null | null | null | null | HTTP | 201,500 | null | null | null |
d81810c5-7db3-44d2-9e9d-5ad874554cfd | 2025-04-19T20:36:41 | ids_alert | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|low| desc=Palo Alto Cortex Alert: Fileless Attack detected from 10.228.210.116 targeting 75.20.222.182 Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Uruguay",
"device_hash": "77bf07aa0612b57f5fcba5593ce5bace",
"user_agent": "Opera/8.74.(Windows NT 5.1; ar-KM) Presto/2.9.165 Version/10.00",
"session_id": "9bfbda9f-31ed-4f76-a406-dd7f88097c80",
"risk_score": 32.99,
"confidence": 0.81
} | null | null | null | null | null | Unconventional IOC: Unusual DNS TXT records | Palo Alto Cortex Alert: Fileless Attack detected from 10.228.210.116 targeting 75.20.222.182 Unconventional IOC: Unusual DNS TXT records | null | null | null | null | 10.228.210.116 | 75.20.222.182 | Fileless Attack | SIG-2742 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
b8bba7da-2da8-4b4f-90c9-390d25857fa4 | 2025-06-02T23:22:33 | ids_alert | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|medium| desc=Palo Alto Cortex Alert: Domain Fronting detected from 220.140.125.182 targeting 106.75.252.158 No additional info noise=list/tag/blog | {
"geo_location": "Saint Martin",
"device_hash": "9dcb56542746a72e5209f9d16df1696cf0f545d9",
"user_agent": "Mozilla/5.0 (Windows NT 11.0; ak-GH; rv:1.9.2.20) Gecko/2687-04-16 17:30:30 Firefox/3.8",
"session_id": "bc327846-a8be-4d87-a5eb-2cf302560d45",
"risk_score": 65.45,
"confidence": 0.96
} | null | null | null | null | null | No additional info | Palo Alto Cortex Alert: Domain Fronting detected from 220.140.125.182 targeting 106.75.252.158 No additional info | null | null | null | null | 220.140.125.182 | 106.75.252.158 | Domain Fronting | SIG-8949 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
67544290-43be-4685-86cd-1cef1e9ee8e6 | 2025-05-20T10:15:50 | ids_alert | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|high| desc=Snort Alert: Supply Chain Compromise detected from 178.96.120.160 targeting 7.189.30.190 MITRE Technique: T1218.011 | {
"geo_location": "Western Sahara",
"device_hash": "e8a76307f88af8c9c1cf02a4b7643358d8f660d5f4a6dd423ed564c4039d9768",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/5.0)",
"session_id": "f44efb70-977d-4ee2-a3a5-aade700be401",
"risk_score": 34.72,
"confidence": 0.76
} | null | null | null | null | null | MITRE Technique: T1218.011 | Snort Alert: Supply Chain Compromise detected from 178.96.120.160 targeting 7.189.30.190 MITRE Technique: T1218.011 | null | null | null | null | 178.96.120.160 | 7.189.30.190 | Supply Chain Compromise | SIG-6918 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
ef45a594-a6d7-48c1-bf75-06a53a7f1971 | 2025-04-29T13:40:21 | ai | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|high| desc=AI system membership_inference by alexisfitzpatrick No additional info noise=entire|cost|inside | {
"geo_location": "North Korea",
"device_hash": "52c60c9988da3b044bed0e60b43f1818",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/532.21.5 (KHTML, like Gecko) Version/5.0.2 Safari/532.21.5",
"session_id": "30429a5c-602e-4881-9144-ca54d70a558f",
"risk_score": 49.5,
"confidence": 0.48
} | alexisfitzpatrick | membership_inference | null | null | null | No additional info | AI system membership_inference by alexisfitzpatrick No additional info | null | null | null | null | null | null | null | null | null | null | null | model-5cc13ccc | 823574a4c0b07f64fa7515bdb472c718400f3f7c5720340f9583b92172080b13 | 2a26cea84b3889dac53ae754d526a7e7b60032e3 | null | null | null | null | null | null | null |
715823cf-432a-462d-b381-22652f7fed22 | 2025-02-08T09:11:23 | iot | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|low| desc=IoT device Camera protocol_violation No additional info | {
"geo_location": "Cambodia",
"device_hash": "1f06c64b07a989e3cd61a170baf44389",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/535.16.7 (KHTML, like Gecko) Version/4.0.2 Safari/535.16.7",
"session_id": "ae09df03-f9f2-4cb0-af42-50a85136bfd6",
"risk_score": 20.87,
"confidence": ... | null | protocol_violation | null | null | null | No additional info | IoT device Camera protocol_violation No additional info | null | Camera | iot-de340cb5 | 1.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9564dee2-a770-4281-b25d-8b774ef7f548 | 2025-06-07T11:10:41 | auth | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|info| desc=Auth failed for wcrosby via OAuth from 107.107.62.39 No additional info | {
"geo_location": "Wallis and Futuna",
"device_hash": "e7c6f591bbd5c291978a1c3a739330f1bc88de01",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; en-IN) AppleWebKit/533.24.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6533.24.5",
"session_id": "1b337d54-93e7-4df3-af31-c067930d256... | wcrosby | failed | null | null | null | No additional info | Auth failed for wcrosby via OAuth from 107.107.62.39 No additional info | null | null | null | null | 107.107.62.39 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 16:d4:bb:76:cb:32 |
42a4c5c8-3226-4ad2-a6d9-ca4378a90f95 | 2025-01-27T02:19:55 | ai | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by odommichelle MITRE Technique: T1204.002 | {
"geo_location": "Oman",
"device_hash": "152d76013bcaf7895592012ad30fc63b96836c90",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; nan-TW) AppleWebKit/533.12.2 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6533.12.2",
"session_id": "83159bf6-34fc-4a13-8910-8c451b2c52a5",
"risk_... | odommichelle | adversarial_input | null | null | null | MITRE Technique: T1204.002 | AI system adversarial_input by odommichelle MITRE Technique: T1204.002 | null | null | null | null | null | null | null | null | null | null | null | model-f9a332f9 | 7e341b831f50aaeb921abc414e1e6398 | 49686800f54a599c4800e6b11d92084e | null | null | null | null | null | null | null |
e816ef94-d415-4068-9819-275ba7935158 | 2025-03-05T16:57:56 | auth | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|info| desc=Auth challenge for lisa31 via MFA from 138.65.138.238 Associated Threat Actor: Kimsuky | {
"geo_location": "Russia",
"device_hash": "721db90b002cff8b3a8f0c9ef4819c4f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.2; Trident/4.0)",
"session_id": "d5afda81-49ea-477e-9142-f06b5970b35e",
"risk_score": 51.95,
"confidence": 0.79
} | lisa31 | challenge | null | null | null | Associated Threat Actor: Kimsuky | Auth challenge for lisa31 via MFA from 138.65.138.238 Associated Threat Actor: Kimsuky | null | null | null | null | 138.65.138.238 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | d7:0b:4e:99:6f:60 |
6bfb6ed2-5139-4063-b760-e72b0f14cc96 | 2025-01-20T00:26:32 | auth | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for denise09 via key from 10.152.190.244 No additional info | {
"geo_location": "North Korea",
"device_hash": "8452971e7a0a041771fefe622ae39735dbedb98e",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; ti-ET) AppleWebKit/535.15.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6535.15.3",
"session_id": "64c592d0-69dd-4cc3-890d-8585a8988f27",
... | denise09 | bypass | null | null | null | No additional info | Auth bypass for denise09 via key from 10.152.190.244 No additional info | {
"baseline_deviation": 2.08,
"entropy": 6.56,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 10.152.190.244 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 49:92:ec:38:99:90 |
96d52822-86d7-482b-80d9-9c12ebefec0e | 2025-03-21T06:38:03 | ai | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|info| desc=AI system api_abuse by ibennett No additional info | {
"geo_location": "Greenland",
"device_hash": "77c656cecd5fbfb9aeca1f37ecefd5f1",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_6; rv:1.9.4.20) Gecko/4039-02-26 05:50:25 Firefox/3.8",
"session_id": "b1071882-a28f-4ca0-bc2c-659ad239de42",
"risk_score": 25.32,
"confidence": 0.82
} | ibennett | api_abuse | null | null | null | No additional info | AI system api_abuse by ibennett No additional info | null | null | null | null | null | null | null | null | null | null | null | model-0d684f39 | b4914119f80eea2b327f9dc45e4c437de8332645 | 1c29ac266b470789d7b14625a8bd9c07213d2f32 | null | null | null | null | null | null | null |
dafe654d-31bd-4b2f-a820-be7f66861c75 | 2025-03-10T00:45:54 | auth | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for zshaffer via MFA from 96.200.173.96 MITRE Technique: T1486 | Associated Threat Actor: Sandworm Team | {
"geo_location": "Hong Kong",
"device_hash": "8912cdbbdd3955fecc9153e0c3a3144329b1f1e26a94bceae0f1c308cd223a86",
"user_agent": "Opera/9.22.(Windows 95; bho-IN) Presto/2.9.162 Version/10.00",
"session_id": "4e6be1b9-2235-482e-92ad-0a5aa6a3bbd2",
"risk_score": 30.82,
"confidence": 0.87
} | zshaffer | bypass | null | null | null | MITRE Technique: T1486 | Associated Threat Actor: Sandworm Team | Auth bypass for zshaffer via MFA from 96.200.173.96 MITRE Technique: T1486 | Associated Threat Actor: Sandworm Team | null | null | null | null | 96.200.173.96 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | 11:a4:28:6a:cd:dd |
c0547985-001f-47e8-95f1-6a0f45d38be0 | 2025-02-25T16:26:52 | endpoint | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint persistence_mechanism loss by wayne79 MITRE Technique: T1204.002 | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "f36af3619cd7970acb44e9257f5accbd6c2496e0b88aeed2784c9c5b1d3cdce1",
"user_agent": "Opera/9.72.(X11; Linux i686; or-IN) Presto/2.9.186 Version/12.00",
"session_id": "ec1fb720-acde-45d4-8d80-21c84a3af573",
"risk_score": 56.37,
"confidence": 0.28
} | wayne79 | persistence_mechanism | loss | 3,060 | cmd.exe | MITRE Technique: T1204.002 | Endpoint persistence_mechanism loss by wayne79 MITRE Technique: T1204.002 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f49b1820-5c5c-4243-9e18-cce52927b7e7 | 2025-05-06T17:27:57 | firewall | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow UDP traffic from 95.142.205.103:398 to 117.55.77.151:661 MITRE Technique: T1547.001 | {
"geo_location": "North Korea",
"device_hash": "4e29710c7be51ecd8fbd8258dfc0b728",
"user_agent": "Opera/9.40.(Windows NT 6.0; byn-ER) Presto/2.9.176 Version/10.00",
"session_id": "4f21ce45-c838-4871-a150-9e92c0dd529e",
"risk_score": 41.41,
"confidence": 0.41
} | null | allow | null | null | null | MITRE Technique: T1547.001 | Firewall allow UDP traffic from 95.142.205.103:398 to 117.55.77.151:661 MITRE Technique: T1547.001 | null | null | null | null | 95.142.205.103 | 117.55.77.151 | null | null | null | null | null | null | null | null | 398 | 661 | UDP | 413,613 | 2,127 | null | null |
9d4ed043-ebeb-4d8c-b36a-7f4f19ea16d5 | 2025-05-24T20:43:19 | cloud | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in Alibaba by tbrady MITRE Technique: T1218.011 | {
"geo_location": "Syrian Arab Republic",
"device_hash": "ddaf8343c836dfb1f9eaa784b35b6d517fde0d5b",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_6 rv:2.0; bhb-IN) AppleWebKit/534.4.4 (KHTML, like Gecko) Version/4.1 Safari/534.4.4",
"session_id": "f367fd56-c06f-4c03-ac3b-770cee3577e9",
"risk_sc... | tbrady | lambda_execution | null | null | null | MITRE Technique: T1218.011 | Cloud lambda_execution in Alibaba by tbrady MITRE Technique: T1218.011 | null | null | null | null | null | null | null | null | null | Alibaba | res-6605e25d | null | null | null | null | null | null | null | null | null | null |
30e6ef81-0f20-4036-8734-edbc6132d432 | 2025-04-30T09:03:57 | cloud | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in GCP by cruztony MITRE Technique: T1574.002 | {
"geo_location": "Bermuda",
"device_hash": "7da96f5940d8671c548063cde1c1e771331576bd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/5.1)",
"session_id": "4eae5c2f-114c-449c-89e6-30c80cb7f5d8",
"risk_score": 76.83,
"confidence": 0.82
} | cruztony | config_change | null | null | null | MITRE Technique: T1574.002 | Cloud config_change in GCP by cruztony MITRE Technique: T1574.002 | null | null | null | null | null | null | null | null | null | GCP | res-cc657c20 | null | null | null | null | null | null | null | null | null | null |
73ecd336-581d-4bb5-a3e9-923f1ed1065a | 2025-06-21T11:12:06 | network | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|info| desc=Network latency_spike from 10.138.73.15 to 10.215.225.118 No additional info noise=U2ltaWxhci4= | {
"geo_location": "Philippines",
"device_hash": "fcfa8112b6e2739c28870687828a3e4d",
"user_agent": "Mozilla/5.0 (Android 5.0.1; Mobile; rv:59.0) Gecko/59.0 Firefox/59.0",
"session_id": "0520e803-667a-4fa2-9c48-d01ee1ab176c",
"risk_score": 48.96,
"confidence": 0.73
} | null | latency_spike | null | null | null | No additional info | Network latency_spike from 10.138.73.15 to 10.215.225.118 No additional info | null | null | null | null | 10.138.73.15 | 10.215.225.118 | null | null | null | null | null | null | null | null | null | null | TCP | 74,238 | null | null | null |
d842f091-c2a7-44b2-b5aa-673e36cb3979 | 2025-07-02T03:36:43 | cloud | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|low| desc=Cloud storage_access in OCI by ddorsey MITRE Technique: T1566.001 | {
"geo_location": "Lithuania",
"device_hash": "f685fc5c79f449e5260205f5070ada81d2d8d42043de43ef340728f6500d02b8",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/52.0.856.0 Safari/531.2",
"session_id": "fca79804-d97c-4c55-a64b-0dc64b35f2ac",
"risk_score": 45.95,
"con... | ddorsey | storage_access | null | null | null | MITRE Technique: T1566.001 | Cloud storage_access in OCI by ddorsey MITRE Technique: T1566.001 | null | null | null | null | null | null | null | null | null | OCI | res-f9982da1 | null | null | null | null | null | null | null | null | null | null |
8cc8c992-e169-48a6-abac-0d62a6a8abbf | 2025-05-31T21:25:57 | firewall | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|low| desc=Firewall deny TCP traffic from 185.223.101.112:1003 to 185.95.100.18:629 No additional info noise=search/tag/tag | {
"geo_location": "Niue",
"device_hash": "c4f067420652e6a4b3f9246f4b5e7ad3",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/532.46.4 (KHTML, like Gecko) Version/4.0.1 Safari/532.46.4",
"session_id": "1eda4aa6-3165-42e9-a6fe-ea98c177053f",
"risk_score": 85.22,
"confidence": 0.46
} | null | deny | null | null | null | No additional info | Firewall deny TCP traffic from 185.223.101.112:1003 to 185.95.100.18:629 No additional info | null | null | null | null | 185.223.101.112 | 185.95.100.18 | null | null | null | null | null | null | null | null | 1,003 | 629 | TCP | 624,030 | 2,030 | null | null |
e90da519-6815-4cfc-8a46-f68471ddce40 | 2025-04-27T06:03:29 | firewall | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow HTTP traffic from 119.57.215.3:4627 to 174.232.27.121:637 MITRE Technique: T1134.001 noise=RnV0dXJlIHVzLg== | {
"geo_location": "Saudi Arabia",
"device_hash": "8b9305f46f1b88926cb6c03cfbe2b872b4311aac",
"user_agent": "Mozilla/5.0 (Android 4.4.4; Mobile; rv:5.0) Gecko/5.0 Firefox/5.0",
"session_id": "4a80e037-43c0-460d-b79b-edf0606583b1",
"risk_score": 38.78,
"confidence": 0.22
} | null | allow | null | null | null | MITRE Technique: T1134.001 | Firewall allow HTTP traffic from 119.57.215.3:4627 to 174.232.27.121:637 MITRE Technique: T1134.001 | null | null | null | null | 119.57.215.3 | 174.232.27.121 | null | null | null | null | null | null | null | null | 4,627 | 637 | HTTP | 218,600 | 39 | null | null |
ba6025c5-9f1f-44a9-a7f2-9895274a2135 | 2025-04-27T14:09:23 | endpoint | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint scheduled_task system by martinezcraig No additional info | {
"geo_location": "Liberia",
"device_hash": "becf13298ac6fff8305923ba042e4b5e",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/533.24.7 (KHTML, like Gecko) Version/5.0 Safari/533.24.7",
"session_id": "3f0de74a-9b12-4849-8d65-bb040b5e398f",
"risk_score": 100,
"confidence": 0.8
} | martinezcraig | scheduled_task | system | 1,188 | explorer.exe | No additional info | Endpoint scheduled_task system by martinezcraig No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3d110c32-51ae-46ea-b0d8-099983791492 | 2025-05-11T17:29:38 | endpoint | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task age by andrewsandrew No additional info | {
"geo_location": "Antarctica (the territory South of 60 deg S)",
"device_hash": "6955fea99ad2971bfbf4a78d622ad4d5ad66cb33",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; ber-MA) AppleWebKit/531.34.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6531.34.7",
"session_id": "bea6980... | andrewsandrew | scheduled_task | age | 9,722 | explorer.exe | No additional info | Endpoint scheduled_task age by andrewsandrew No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
65ab982a-4a7a-463d-b738-63af1022c5c1 | 2025-05-24T06:55:45 | ai | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|high| desc=AI system model_access by simmonskevin No additional info | {
"geo_location": "Singapore",
"device_hash": "558964da4a064d2aaa1373094c8b769c07a6d004",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/4920-03-13 00:11:35 Firefox/3.8",
"session_id": "df76f6f0-8ca1-4154-b715-315cff5c84c9",
"risk_score": 68.58,
"confidence": 0.04
} | simmonskevin | model_access | null | null | null | No additional info | AI system model_access by simmonskevin No additional info | null | null | null | null | null | null | null | null | null | null | null | model-28614393 | e0578f8031899b1167d4eb03c17b6fa452fafb09 | 72c30616566b6baffe60fcd297c9517b | null | null | null | null | null | null | null |
9dab4fc7-cbf5-42c4-b1f1-a9a6b0628473 | 2025-04-16T02:44:30 | ids_alert | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|low| desc=Tanium Alert: MFA Bypass detected from 121.37.83.7 targeting 182.110.249.153 MITRE Technique: T1547.001 noise=DC54ECCE | {
"geo_location": "Australia",
"device_hash": "210c07ad8a4939f5bb3045e176b9aefd",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_2) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/47.0.813.0 Safari/536.2",
"session_id": "35028a41-51f6-4ac1-b04e-5028bfd47553",
"risk_score": 69.45,
"confidence": 0.69... | null | null | null | null | null | MITRE Technique: T1547.001 | Tanium Alert: MFA Bypass detected from 121.37.83.7 targeting 182.110.249.153 MITRE Technique: T1547.001 | null | null | null | null | 121.37.83.7 | 182.110.249.153 | MFA Bypass | SIG-7001 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
6ef44d9e-8060-4d82-95be-2d4335b4ffe3 | 2025-04-04T08:23:00 | ids_alert | Zeek v5.0.0 | emergency | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Zeek Alert: Cloud API Abuse detected from 104.27.246.75 targeting N/A No additional info | {
"geo_location": "North Macedonia",
"device_hash": "14637ecc29265025dbbd14edc0b7c89ea1c8d4681fed19856021143834e83435",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/535.49.4 (KHTML, like Gecko) Version/5.1 Safari/535.49.4",
"session_id": "dd56caff-3d6a-40d2-951b-6c69df769edd",
"risk_score":... | null | null | null | null | null | No additional info | Zeek Alert: Cloud API Abuse detected from 104.27.246.75 targeting N/A No additional info | null | null | null | null | 104.27.246.75 | N/A | Cloud API Abuse | SIG-2216 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
40cf76cf-1740-442d-b295-3db799f846dc | 2025-02-28T15:18:05 | iot | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor battery_drain MITRE Technique: T1566.001 noise=yeah|economic|democratic | {
"geo_location": "Tajikistan",
"device_hash": "ee761a7aeb35c01512a4d625d85c08d741bf6ca169406adec22bebc00f759ee6",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_4 rv:6.0; ku-TR) AppleWebKit/533.24.1 (KHTML, like Gecko) Version/4.0 Safari/533.24.1",
"session_id": "b40cb924-70fa-4c07-ad86-a5cd35999a... | null | battery_drain | null | null | null | MITRE Technique: T1566.001 | IoT device Sensor battery_drain MITRE Technique: T1566.001 | null | Sensor | iot-6b99422a | 8.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
61a91ecb-8d68-4b16-a528-87e1d9e52400 | 2025-02-21T18:20:54 | firewall | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|critical| desc=Firewall drop HTTP traffic from 57.17.200.162:1023 to 84.75.118.161:425 MITRE Technique: T1110.003 | {
"geo_location": "Ethiopia",
"device_hash": "a413d794f5dbbeb43c51fe976eb33567cf7f51480f5f7918bd89f4d974bc84a7",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_4 rv:2.0; tcy-IN) AppleWebKit/531.27.4 (KHTML, like Gecko) Version/5.1 Safari/531.27.4",
"session_id": "76744ebb-1aad-42f3-9286-ec454cee8f40"... | null | drop | null | null | null | MITRE Technique: T1110.003 | Firewall drop HTTP traffic from 57.17.200.162:1023 to 84.75.118.161:425 MITRE Technique: T1110.003 | null | null | null | null | 57.17.200.162 | 84.75.118.161 | null | null | null | null | null | null | null | null | 1,023 | 425 | HTTP | 100,590 | 574 | null | null |
8c38d03a-341d-47b6-b27a-13403a94c5cd | 2025-05-21T07:35:43 | network | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|critical| desc=Network data_exfiltration from 123.62.36.48 to 48.87.72.89 Associated Threat Actor: APT29 | {
"geo_location": "Estonia",
"device_hash": "c81806b0297b205c46b711f7f380a439346d84b5",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; ve-ZA) AppleWebKit/534.39.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6534.39.2",
"session_id": "d5acb415-b88b-4d66-9ab5-bfe2353ba18f",
"ris... | null | data_exfiltration | null | null | null | Associated Threat Actor: APT29 | Network data_exfiltration from 123.62.36.48 to 48.87.72.89 Associated Threat Actor: APT29 | null | null | null | null | 123.62.36.48 | 48.87.72.89 | null | null | null | null | null | null | null | null | null | null | UDP | 692,861 | null | null | null |
b1c663c6-8e9c-4e6d-b90f-df247a5604db | 2025-06-23T05:51:32 | firewall | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall inspect RDP traffic from 193.149.174.64:589 to 202.174.228.64:326 MITRE Technique: T1110.003 noise=information|economy|while | {
"geo_location": "Greece",
"device_hash": "2842aaf454d867dbc9b920f7628eb990b704d734104d948d7c6244b21cbfe039",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 12_4_4 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/18.4b4014.0 Mobile/16A064 Safari/536.0",
"session_id": "9c6c9ab4-895a-42ee-9294-2855bb6c7... | null | inspect | null | null | null | MITRE Technique: T1110.003 | Firewall inspect RDP traffic from 193.149.174.64:589 to 202.174.228.64:326 MITRE Technique: T1110.003 | null | null | null | null | 193.149.174.64 | 202.174.228.64 | null | null | null | null | null | null | null | null | 589 | 326 | RDP | 987,656 | 1,554 | null | null |
3cd14074-3b80-4036-ad9a-8cab85dd5ee9 | 2025-05-05T05:27:39 | ai | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by wwhite No additional info | {
"geo_location": "Maldives",
"device_hash": "8742b78ffcb1e4fa3f463729c2d583b1",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/533.45.1 (KHTML, like Gecko) Version/5.0.5 Safari/533.45.1",
"session_id": "8bd02f98-9fb2-445b-816c-b37fb695190f",
"risk_score": 67.09,
"confidence": 0.43
} | wwhite | membership_inference | null | null | null | No additional info | AI system membership_inference by wwhite No additional info | null | null | null | null | null | null | null | null | null | null | null | model-65fc6115 | d1c2b14b420c7d6ee86c0a343e4e7f9c3a0518ab | 0291f83953ed69b1140e212f08b3208cd80b4b9248051b636010acafe27708f5 | null | null | null | null | null | null | null |
c3fa427f-0bd3-4c9d-a79c-78813204ebed | 2025-06-21T20:39:29 | endpoint | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load skill by christopher16 MITRE Technique: T1071.001 | Fileless execution detected noise=675FCC7D | {
"geo_location": "United States Virgin Islands",
"device_hash": "49c1861f19a0b1f522f0d3b716d5014f15f3780e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/3.1)",
"session_id": "f489cff6-77cd-4d1b-9730-2e6d2d0d6fb0",
"risk_score": 10.85,
"confidence": 0.96
} | christopher16 | driver_load | skill | 2,531 | svchost.exe | MITRE Technique: T1071.001 | Fileless execution detected | Endpoint driver_load skill by christopher16 MITRE Technique: T1071.001 | Fileless execution detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f59aaba6-6c22-439f-8520-7b6bad22e94d | 2025-07-01T07:18:22 | endpoint | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|high| desc=Endpoint registry_change material by pwilliams No additional info | {
"geo_location": "Kuwait",
"device_hash": "387a053cf52189e9547b591fce66963c5566abbe",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; se-NO) AppleWebKit/532.20.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6532.20.4",
"session_id": "0fdd7189-a3e4-49f4-bdcc-3830cfa0f88c",
"risk... | pwilliams | registry_change | material | 8,597 | powershell.exe | No additional info | Endpoint registry_change material by pwilliams No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5873e0e5-7f44-4c67-ac33-d893ef7c8cbb | 2025-04-08T16:50:28 | ids_alert | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|high| desc=AlienVault Alert: Container Escape detected from 141.219.32.206 targeting 10.144.104.219 MITRE Technique: T1204.002 | {
"geo_location": "Korea",
"device_hash": "2d76abf4061116655015493da56bb3a6c4e0173a",
"user_agent": "Opera/8.94.(X11; Linux i686; cs-CZ) Presto/2.9.163 Version/12.00",
"session_id": "629d4e95-1c3d-42c5-9131-3199055ac6e5",
"risk_score": 55.93,
"confidence": 0.92
} | null | null | null | null | null | MITRE Technique: T1204.002 | AlienVault Alert: Container Escape detected from 141.219.32.206 targeting 10.144.104.219 MITRE Technique: T1204.002 | null | null | null | null | 141.219.32.206 | 10.144.104.219 | Container Escape | SIG-8558 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
43136924-46f0-4131-8a5c-d737d6234fea | 2025-05-02T04:00:53 | ids_alert | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|medium| desc=FireEye HX Alert: DNS Tunneling detected from 56.89.34.229 targeting N/A No additional info | {
"geo_location": "Czech Republic",
"device_hash": "78d1446d0778e4e4aac1704dc5b4724b",
"user_agent": "Opera/8.68.(Windows 95; hu-HU) Presto/2.9.184 Version/12.00",
"session_id": "0f7e9fea-82dc-4bee-8247-138dd38e6fcd",
"risk_score": 67.27,
"confidence": 0.48
} | null | null | null | null | null | No additional info | FireEye HX Alert: DNS Tunneling detected from 56.89.34.229 targeting N/A No additional info | null | null | null | null | 56.89.34.229 | N/A | DNS Tunneling | SIG-1240 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
e80937f2-0d72-444a-bb38-4a6736f6a4f7 | 2025-05-16T13:35:51 | firewall | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine ICMP traffic from 144.128.252.197:679 to 66.80.213.249:270 No additional info | {
"geo_location": "North Korea",
"device_hash": "e3635bb133ee2ac5aa2365b7cfe75901ac2ddc3e",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; ne-NP) AppleWebKit/531.37.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6531.37.5",
"session_id": "4c4624e6-7839-4f90-bb22-64bac9885570",
... | null | quarantine | null | null | null | No additional info | Firewall quarantine ICMP traffic from 144.128.252.197:679 to 66.80.213.249:270 No additional info | null | null | null | null | 144.128.252.197 | 66.80.213.249 | null | null | null | null | null | null | null | null | 679 | 270 | ICMP | 981,430 | 2,214 | null | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.