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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
267bb9cc-4303-4e7d-85aa-643be5a428f1 | 2025-03-30T10:55:02 | ids_alert | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|low| desc=AlienVault Alert: MFA Bypass detected from 175.219.124.64 targeting N/A No additional info | {
"geo_location": "Isle of Man",
"device_hash": "8825f887823fca6291a4bac0f5d69a6c15dba08b",
"user_agent": "Mozilla/5.0 (Android 2.0; Mobile; rv:11.0) Gecko/11.0 Firefox/11.0",
"session_id": "c4bdb5bd-cd51-40dd-b4e6-579aa2c02d15",
"risk_score": 68.62,
"confidence": 0.53
} | null | null | null | null | null | No additional info | AlienVault Alert: MFA Bypass detected from 175.219.124.64 targeting N/A No additional info | null | null | null | null | 175.219.124.64 | N/A | MFA Bypass | SIG-5151 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
7530b06d-beac-4060-958f-2d9d710b9dba | 2025-02-03T13:11:17 | iot | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat sensor_spoofing No additional info | {
"geo_location": "United Arab Emirates",
"device_hash": "a5b1b0236a6ff2df7278ebed42c1a6394599e0273ceea27edc6db3bb97bfa641",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_5; rv:1.9.5.20) Gecko/3511-02-24 21:35:27 Firefox/3.8",
"session_id": "ac3bce05-15c3-4f09-a2ed-f839f61c57ec",
"risk_score": 2... | null | sensor_spoofing | null | null | null | No additional info | IoT device Thermostat sensor_spoofing No additional info | null | Thermostat | iot-aea65030 | 2.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a47c4ee7-a262-45ed-9c27-910c22a5e9f1 | 2025-04-21T19:34:33 | auth | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|info| desc=Auth timeout for kevinwright via key from 10.94.186.110 MITRE Technique: T1110.003 | {
"geo_location": "Paraguay",
"device_hash": "fb2673ff827ee71f88160e8be98ca097",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/26.0.821.0 Safari/532.1",
"session_id": "b74b810c-2ed7-4baa-9eaa-c89ae9abd980",
"risk_score": 70.91,
"confidence": 0.22
} | kevinwright | timeout | null | null | null | MITRE Technique: T1110.003 | Auth timeout for kevinwright via key from 10.94.186.110 MITRE Technique: T1110.003 | null | null | null | null | 10.94.186.110 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 24:7c:70:f7:cd:47 |
57488191-27c4-4705-b50d-bc954fb5989a | 2025-05-14T00:01:44 | network | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|info| desc=Network disconnection from 141.195.201.192 to 42.159.132.59 Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Denmark",
"device_hash": "cac22d660d0f652b717d2680cfff976242b76d90a91771c1ece683d762c9e1a9",
"user_agent": "Opera/9.84.(X11; Linux i686; mag-IN) Presto/2.9.175 Version/10.00",
"session_id": "6adb9802-fdd1-4ac1-8d12-1d07c5642602",
"risk_score": 13.66,
"confidence": 0.29
} | null | disconnection | null | null | null | Unconventional IOC: Thermal sensor anomalies | Network disconnection from 141.195.201.192 to 42.159.132.59 Unconventional IOC: Thermal sensor anomalies | null | null | null | null | 141.195.201.192 | 42.159.132.59 | null | null | null | null | null | null | null | null | null | null | HTTP | 404,626 | null | null | null |
2f0ec75d-b733-4b4c-a00e-13269bcc74c8 | 2025-05-22T10:58:50 | auth | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|info| desc=Auth bypass for timothy21 via OAuth from 10.33.195.87 No additional info | {
"geo_location": "Ethiopia",
"device_hash": "418b23689308e35ae0a534ecd70fd73f",
"user_agent": "Opera/8.17.(Windows 98; mn-MN) Presto/2.9.187 Version/10.00",
"session_id": "47eae39a-3ced-410b-858c-c8ff16167800",
"risk_score": 63.6,
"confidence": 0.77
} | timothy21 | bypass | null | null | null | No additional info | Auth bypass for timothy21 via OAuth from 10.33.195.87 No additional info | null | null | null | null | 10.33.195.87 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 98:48:ff:3f:54:ee |
c689db14-8f28-4068-8972-453ced4cf619 | 2025-07-02T02:17:32 | iot | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical firmware_update MITRE Technique: T1059.001 | {
"geo_location": "Malaysia",
"device_hash": "2f8e949cff5d63b2facba115fe050cf98beae4f3",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 6_1_6 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) CriOS/50.0.879.0 Mobile/26K210 Safari/534.0",
"session_id": "09bdae28-7093-4390-aaf3-7728fc56ce50",
"risk_score"... | null | firmware_update | null | null | null | MITRE Technique: T1059.001 | IoT device Medical firmware_update MITRE Technique: T1059.001 | null | Medical | iot-7974c0d5 | 6.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e991f0b8-4f65-407a-b1bd-16d00eb8b8b0 | 2025-02-13T05:33:50 | network | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 41.38.11.241 to 133.243.217.167 No additional info | {
"geo_location": "Barbados",
"device_hash": "28e0b1536b9102f4748ef915c95dc697",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/13.0.862.0 Safari/533.0",
"session_id": "26c59834-28e6-4626-9147-ac92d3f14fb8",
"risk_score": 39.86,
"confidence": 0.64
} | null | protocol_anomaly | null | null | null | No additional info | Network protocol_anomaly from 41.38.11.241 to 133.243.217.167 No additional info | null | null | null | null | 41.38.11.241 | 133.243.217.167 | null | null | null | null | null | null | null | null | null | null | HTTP | 866,622 | null | null | null |
136cdfaa-a0ac-4a3b-b5db-ba6c40c2fec2 | 2029-05-08T16:42:38 | firewall | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|medium| desc=Firewall log-only SSH traffic from 146.53.241.227:376 to 83.22.18.38:384 MITRE Technique: T1486 | {
"geo_location": "Iceland",
"device_hash": "51e4b686fd4ba166647c8682e11ef475fb6d2a59",
"user_agent": "Mozilla/5.0 (Windows NT 6.1; ks-IN; rv:1.9.0.20) Gecko/5282-03-11 15:02:00 Firefox/3.8",
"session_id": "3b8f2927-0b06-4998-a7c4-8f30246a2c31",
"risk_score": 30.73,
"confidence": 0.19
} | null | log-only | null | null | null | MITRE Technique: T1486 | Firewall log-only SSH traffic from 146.53.241.227:376 to 83.22.18.38:384 MITRE Technique: T1486 | null | null | null | null | 146.53.241.227 | 83.22.18.38 | null | null | null | null | null | null | null | null | 376 | 384 | SSH | 712,328 | 217 | null | null |
9da614c1-4293-47ed-855a-edf414839023 | 2025-03-09T05:52:05 | iot | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat firmware_update No additional info | {
"geo_location": "Gibraltar",
"device_hash": "57a92433529461d7c024768f4e0fdd9fb510ac98",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/24.0.818.0 Safari/536.1",
"session_id": "a5b94612-ac4f-4b26-8d76-731515dbee62",
"risk_score": 49.76,
"confidence": 0.2
} | null | firmware_update | null | null | null | No additional info | IoT device Thermostat firmware_update No additional info | null | Thermostat | iot-93739d47 | 10.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
47f59018-57d1-4d99-971a-3c3934bacabc | 2025-06-07T05:54:22 | network | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|low| desc=Network beaconing from 10.28.233.30 to 37.104.116.220 MITRE Technique: T1204.002 noise=AEC094D9 | {
"geo_location": "Gibraltar",
"device_hash": "251a9da18cb74b9a43316a2a2ab985d2fe6638bb",
"user_agent": "Opera/8.64.(Windows NT 5.1; ms-MY) Presto/2.9.183 Version/10.00",
"session_id": "9946cb1b-a69c-423c-80f1-bb50bdf3328c",
"risk_score": 45.25,
"confidence": 0.1
} | null | beaconing | null | null | null | MITRE Technique: T1204.002 | Network beaconing from 10.28.233.30 to 37.104.116.220 MITRE Technique: T1204.002 | null | null | null | null | 10.28.233.30 | 37.104.116.220 | null | null | null | null | null | null | null | null | null | null | TCP | 97,918 | null | null | null |
41f26047-63a3-40fe-8dd4-10126e9765af | 2025-07-07T01:10:18 | network | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|info| desc=Network connection from 196.231.183.35 to 54.130.143.157 MITRE Technique: T1071.001 | {
"geo_location": "Egypt",
"device_hash": "7c22e52895093c0ca1e42918286639f252e55f7d",
"user_agent": "Opera/9.94.(Windows CE; ayc-PE) Presto/2.9.165 Version/11.00",
"session_id": "f15dd76a-3ac2-4c23-8331-9565e3e38d30",
"risk_score": 50.33,
"confidence": 0.62
} | null | connection | null | null | null | MITRE Technique: T1071.001 | Network connection from 196.231.183.35 to 54.130.143.157 MITRE Technique: T1071.001 | null | null | null | null | 196.231.183.35 | 54.130.143.157 | null | null | null | null | null | null | null | null | null | null | HTTP | 439,723 | null | null | null |
879cc696-7ceb-4362-b157-34075f0f28b6 | 2025-06-17T15:38:56 | iot | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|info| desc=IoT device Camera firmware_update MITRE Technique: T1547.001 | Associated Threat Actor: APT41 | {
"geo_location": "Bolivia",
"device_hash": "3abd51800256998df7b8b6ddc8703db3d8b56a62",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_3 rv:4.0; eu-FR) AppleWebKit/533.30.3 (KHTML, like Gecko) Version/5.1 Safari/533.30.3",
"session_id": "2e10c2c7-a4b1-4c8a-bc0b-60b15641779e",
"risk_score": 83.68,
... | null | firmware_update | null | null | null | MITRE Technique: T1547.001 | Associated Threat Actor: APT41 | IoT device Camera firmware_update MITRE Technique: T1547.001 | Associated Threat Actor: APT41 | {
"baseline_deviation": 2.49,
"entropy": 6.08,
"frequency_anomaly": true,
"sequence_anomaly": true
} | Camera | iot-3e1172b6 | 1.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
53ce5d58-64ce-48de-9b36-ba7eb4e33011 | 2025-03-03T10:05:27 | ai | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by kimberlybrown MITRE Technique: T1543.003 | Associated Threat Actor: APT29 | {
"geo_location": "Mozambique",
"device_hash": "6a0ae0aeb3a0c57aef306c9fb33af026",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 15_8_2 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) FxiOS/11.0i7283.0 Mobile/89A408 Safari/531.2",
"session_id": "25e7ce37-0cb7-4d0b-a1f0-34ab935c70df",
"risk_score": 46... | kimberlybrown | model_inversion | null | null | null | MITRE Technique: T1543.003 | Associated Threat Actor: APT29 | AI system model_inversion by kimberlybrown MITRE Technique: T1543.003 | Associated Threat Actor: APT29 | null | null | null | null | null | null | null | null | null | null | null | model-3ac89678 | 621945273dfacf0f2dbbbdd91453795f77b64a862ebaf8002e33e53c8741db57 | 6be5fb6c876a48360c9527a3e1eb2af5 | null | null | null | null | null | null | null |
b264009b-232c-42e0-9206-3a65c664c432 | 2025-07-10T12:59:38 | ids_alert | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|critical| desc=QRadar Alert: Living-off-the-Land detected from 200.154.105.53 targeting 128.28.38.196 Associated Threat Actor: REvil | {
"geo_location": "Nicaragua",
"device_hash": "3bf92342f0268317fd6feb1bfa3a2cc876bfd62f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 4.0; Trident/5.0)",
"session_id": "7435c8be-debb-487a-bbca-ddbd1ff60c1a",
"risk_score": 51.54,
"confidence": 0.97
} | null | null | null | null | null | Associated Threat Actor: REvil | QRadar Alert: Living-off-the-Land detected from 200.154.105.53 targeting 128.28.38.196 Associated Threat Actor: REvil | null | null | null | null | 200.154.105.53 | 128.28.38.196 | Living-off-the-Land | SIG-4955 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
f2ea6aec-8cb0-4ae6-be4f-168d177c391c | 2025-04-09T02:27:25 | iot | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|low| desc=IoT device Camera sensor_spoofing No additional info noise=soon|chair|write | {
"geo_location": "Liechtenstein",
"device_hash": "cb604ebf340688a2bd633132c5edaab426b8bd566fa8cbf15f1123555e78d0a0",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_9) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/34.0.828.0 Safari/534.0",
"session_id": "ad252cfd-cd9b-4959-ae0d-843ced896cac",
"r... | null | sensor_spoofing | null | null | null | No additional info | IoT device Camera sensor_spoofing No additional info | null | Camera | iot-d1ede128 | 8.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
80620ecc-dd73-4d9f-bb32-dc867db70da9 | 2025-06-18T00:13:09 | firewall | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|medium| desc=Firewall deny NTP traffic from 180.174.185.143:60957 to 203.43.115.115:39272 Unconventional IOC: GPU memory artifacts noise=against|feel|cup | {
"geo_location": "Uruguay",
"device_hash": "0b7356cd1d364b5d17e2b6c6d03ffd964d300e19",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 5_1_1 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/15.2l0074.0 Mobile/33Z957 Safari/532.0",
"session_id": "8ade03ba-c759-4dea-a36f-ff9b699ea1cb",
"risk_score": 54... | null | deny | null | null | null | Unconventional IOC: GPU memory artifacts | Firewall deny NTP traffic from 180.174.185.143:60957 to 203.43.115.115:39272 Unconventional IOC: GPU memory artifacts | null | null | null | null | 180.174.185.143 | 203.43.115.115 | null | null | null | null | null | null | null | null | 60,957 | 39,272 | NTP | 103,884 | 1,347 | null | null |
8212f1d2-ccea-4251-a685-0e726d8f74b3 | 2025-02-17T03:16:26 | cloud | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|low| desc=Cloud container_escape in Azure by shepardvictor No additional info | {
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "258b353e9fe757ae532574b0dcd86b09b71e906448d26a1d63c9e4a9b7e3e3c6",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/531.38.3 (KHTML, like Gecko) Version/5.1 Safari/531.38.3",
"session_id": "21721896-13f1-43e4-aa2b-867669a1... | shepardvictor | container_escape | null | null | null | No additional info | Cloud container_escape in Azure by shepardvictor No additional info | null | null | null | null | null | null | null | null | null | Azure | res-d839a743 | null | null | null | null | null | null | null | null | null | null |
62d36d11-22ae-4551-b364-6ce8ba50ba0e | 2025-03-19T11:15:34 | auth | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|medium| desc=Auth locked for nbartlett via MFA from 150.30.75.201 Associated Threat Actor: APT37 | {
"geo_location": "Israel",
"device_hash": "b8b9b38bce69ee0b2154cb22191626f2d3afda1b2fbe1086b5d03006af495267",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 6_1_6 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) FxiOS/12.8c4319.0 Mobile/28G155 Safari/536.1",
"session_id": "13792bbf-48f3-4078-884a-7994708b84... | nbartlett | locked | null | null | null | Associated Threat Actor: APT37 | Auth locked for nbartlett via MFA from 150.30.75.201 Associated Threat Actor: APT37 | {
"baseline_deviation": 2.1,
"entropy": 7.99,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 150.30.75.201 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | c5:6b:ce:0d:eb:7a |
60e8feb0-2202-4360-a86f-652269e7b049 | 2025-05-26T05:02:57 | cloud | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in Alibaba by sandra59 No additional info | {
"geo_location": "Tajikistan",
"device_hash": "e0a1b5f20058aa98fb3f07dd8a4d88c89a477f595864bd33cf35c9201a31eaf7",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/532.27.7 (KHTML, like Gecko) Version/5.0.5 Safari/532.27.7",
"session_id": "3bc1d859-c3a9-429d-a582-2e03be1a5a8b",
"ri... | sandra59 | instance_creation | null | null | null | No additional info | Cloud instance_creation in Alibaba by sandra59 No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-1051b60d | null | null | null | null | null | null | null | null | null | null |
1da6c5c4-5806-48a3-a6c9-0b74d1c5922f | 2025-03-01T00:39:45 | ids_alert | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|critical| desc=Palo Alto Cortex Alert: Brute Force detected from 204.207.235.36 targeting N/A Zero-day exploit pattern detected noise=B7F0E50E | {
"geo_location": "Turkey",
"device_hash": "6957e41e5ce0179c370fade9c6797603",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_1_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) CriOS/35.0.892.0 Mobile/62S317 Safari/531.0",
"session_id": "2bc13156-dbde-4b56-9219-cac94dea05bd",
"risk_score": 41.35,
... | null | null | null | null | null | Zero-day exploit pattern detected | Palo Alto Cortex Alert: Brute Force detected from 204.207.235.36 targeting N/A Zero-day exploit pattern detected | null | null | null | null | 204.207.235.36 | N/A | Brute Force | SIG-2452 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
03e87204-08eb-4538-ab69-a19e5e332b7e | 2025-02-08T02:47:03 | firewall | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only NTP traffic from 132.74.252.79:397 to 211.40.96.93:626 MITRE Technique: T1574.002 | {
"geo_location": "North Korea",
"device_hash": "fba76fe7397edb46bdbca25d28be50e6ee1681f9d698df54f704a70991d14c47",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.0; Trident/4.1)",
"session_id": "b29a488e-5cec-4baa-b8b2-9a7cfba4ad06",
"risk_score": 67.53,
"confidence": 0.69
} | null | log-only | null | null | null | MITRE Technique: T1574.002 | Firewall log-only NTP traffic from 132.74.252.79:397 to 211.40.96.93:626 MITRE Technique: T1574.002 | null | null | null | null | 132.74.252.79 | 211.40.96.93 | null | null | null | null | null | null | null | null | 397 | 626 | NTP | 566,743 | 1,060 | null | null |
80f13a3a-2ff5-4394-9211-249ed54dae54 | 2025-01-22T16:52:56 | auth | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|high| desc=Auth locked for michael15 via password from 219.156.71.235 No additional info | {
"geo_location": "Thailand",
"device_hash": "4ec72b2f6656fd24996cdefede7b8972",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/4.0)",
"session_id": "f0cb22e7-0f7d-4763-a586-668babcd95ee",
"risk_score": 63,
"confidence": 0.14
} | michael15 | locked | null | null | null | No additional info | Auth locked for michael15 via password from 219.156.71.235 No additional info | null | null | null | null | 219.156.71.235 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 70:0c:5b:8b:38:5e |
bffd32c3-fece-47b4-9cfb-0a3965026c95 | 2025-02-11T05:46:32 | firewall | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine SSH traffic from 10.216.8.22:910 to 179.181.142.147:974 MITRE Technique: T1190 | Associated Threat Actor: Kimsuky | Unconventional IOC: GPU memory artifacts noise=tag/tag | {
"geo_location": "Guyana",
"device_hash": "f91d11e50dd063a2006d47522292412c575a4e30ea11c00c0d0eec88456e583f",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/8583-09-23 01:13:06 Firefox/8.0",
"session_id": "e1bc9609-f954-4be4-bac4-61164e3689a7",
"risk_score": 46.07,
"confidence": 0.55
} | null | quarantine | null | null | null | MITRE Technique: T1190 | Associated Threat Actor: Kimsuky | Unconventional IOC: GPU memory artifacts | Firewall quarantine SSH traffic from 10.216.8.22:910 to 179.181.142.147:974 MITRE Technique: T1190 | Associated Threat Actor: Kimsuky | Unconventional IOC: GPU memory artifacts | null | null | null | null | 10.216.8.22 | 179.181.142.147 | null | null | null | null | null | null | null | null | 910 | 974 | SSH | 710,677 | 225 | null | null |
320d55c6-ae72-4cb0-9738-6baf4d7a18a8 | 2025-02-19T08:27:52 | iot | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor firmware_update No additional info | {
"geo_location": "Belgium",
"device_hash": "c95de741ab1404f23857550e106fef79",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/534.43.1 (KHTML, like Gecko) Version/5.1 Safari/534.43.1",
"session_id": "5ffa00a5-038e-4f11-b73c-85a616369d17",
"risk_score": 46.4,
"confidence": 0.75
} | null | firmware_update | null | null | null | No additional info | IoT device Sensor firmware_update No additional info | null | Sensor | iot-c8308e67 | 1.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bbfed3b1-533a-4f1c-b539-9add35d7a757 | 2025-03-03T22:01:38 | firewall | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect RDP traffic from 99.150.116.26:692 to 92.59.8.152:7256 No additional info | {
"geo_location": "Sri Lanka",
"device_hash": "ce23d88bfbcf57f25aacaff0a7d7102e",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/5555-05-24 02:22:50 Firefox/6.0",
"session_id": "05235aca-63e6-403c-b4ae-10081ccaefc5",
"risk_score": 63.58,
"confidence": 0.93
} | null | inspect | null | null | null | No additional info | Firewall inspect RDP traffic from 99.150.116.26:692 to 92.59.8.152:7256 No additional info | null | null | null | null | 99.150.116.26 | 92.59.8.152 | null | null | null | null | null | null | null | null | 692 | 7,256 | RDP | 77,159 | 3,006 | null | null |
9e7e599c-af84-4f21-a82a-1747d7715ab6 | 2025-04-19T07:14:20 | endpoint | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|high| desc=Endpoint powershell_exec defense by gonzalescatherine Associated Threat Actor: Scattered Spider | {
"geo_location": "Hungary",
"device_hash": "914d025a5e0cde117901b3c9e0dc616a",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.6) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/59.0.813.0 Safari/533.1",
"session_id": "34133cdd-b27d-458b-941a-4b63503af05d",
"risk_score": 23.47,
"confidence": 0.15
} | gonzalescatherine | powershell_exec | defense | 4,757 | cmd.exe | Associated Threat Actor: Scattered Spider | Endpoint powershell_exec defense by gonzalescatherine Associated Threat Actor: Scattered Spider | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b70ce4c4-89b7-4a53-9aed-64053fd9590c | 2025-03-02T22:00:16 | endpoint | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint service_install /skin/relate.avi by mark19 MITRE Technique: T1190 | Unconventional IOC: ACPI table modifications | {
"geo_location": "Saint Barthelemy",
"device_hash": "05fc46b7289e86633cc0c0892ba9f140",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/3.1)",
"session_id": "0586515f-51a3-474d-a20e-744c150ff5ff",
"risk_score": 31.63,
"confidence": 0.7
} | mark19 | service_install | /skin/relate.avi | 1,892 | svchost.exe | MITRE Technique: T1190 | Unconventional IOC: ACPI table modifications | Endpoint service_install /skin/relate.avi by mark19 MITRE Technique: T1190 | Unconventional IOC: ACPI table modifications | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b6011fa3-32bb-497e-94f3-f63f280198bd | 2025-06-07T16:55:50 | cloud | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud config_change in Azure by rdickerson MITRE Technique: T1059.005 noise=app/explore | {
"geo_location": "Panama",
"device_hash": "e21a65c0402ebcc559c5fbb631c1952f",
"user_agent": "Opera/8.23.(X11; Linux x86_64; si-LK) Presto/2.9.163 Version/12.00",
"session_id": "ebc35a92-e0b7-41ff-a1f7-aec6c1880fd1",
"risk_score": 81.77,
"confidence": 0.81
} | rdickerson | config_change | null | null | null | MITRE Technique: T1059.005 | Cloud config_change in Azure by rdickerson MITRE Technique: T1059.005 | null | null | null | null | null | null | null | null | null | Azure | res-a0a0e165 | null | null | null | null | null | null | null | null | null | null |
48258d29-c78f-417a-98ad-073803cf38c7 | 2025-01-16T12:38:28 | auth | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|info| desc=Auth bypass for melodywood via biometric from 222.159.0.173 No additional info | {
"geo_location": "Seychelles",
"device_hash": "7c010efab2f94247fd791c1bf217fc6ef2af2e78d8d81fc07bd170d9463a4339",
"user_agent": "Mozilla/5.0 (Android 7.1.1; Mobile; rv:39.0) Gecko/39.0 Firefox/39.0",
"session_id": "d07862e4-4d6e-432f-b6e7-b8dd7c0c068d",
"risk_score": 37.31,
"confidence": 1
} | melodywood | bypass | null | null | null | No additional info | Auth bypass for melodywood via biometric from 222.159.0.173 No additional info | null | null | null | null | 222.159.0.173 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 8f:b5:85:3f:6b:8e |
5f6f96ba-6df9-46ac-9093-70c2f02d7958 | 2025-06-29T19:05:34 | iot | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|info| desc=IoT device HVAC side_channel Unconventional IOC: Bios timestamp anomalies | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "0ece38fe3850875334f573973b0095f4",
"user_agent": "Mozilla/5.0 (Linux; Android 4.0.2) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/63.0.860.0 Safari/535.2",
"session_id": "8fe9d247-d303-46f0-b5a6-a038d1651385",
"risk_score... | null | side_channel | null | null | null | Unconventional IOC: Bios timestamp anomalies | IoT device HVAC side_channel Unconventional IOC: Bios timestamp anomalies | null | HVAC | iot-f9fa789d | 10.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
61092bd8-5234-4dde-98d5-713c792b5f41 | 2025-06-13T14:47:16 | firewall | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|low| desc=Firewall log-only DNS traffic from 157.116.94.118:131 to 90.82.20.106:405 MITRE Technique: T1190 noise=8A6BCB00 | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "6e22ad24328ecf6be750d14a99bea03821f69d0a",
"user_agent": "Opera/9.72.(Windows NT 11.0; ss-ZA) Presto/2.9.170 Version/10.00",
"session_id": "8e4a08ba-9375-4d48-ab90-7058a8f9a28c",
"risk_score": 44.96,
"confidence": 0.01
} | null | log-only | null | null | null | MITRE Technique: T1190 | Firewall log-only DNS traffic from 157.116.94.118:131 to 90.82.20.106:405 MITRE Technique: T1190 | null | null | null | null | 157.116.94.118 | 90.82.20.106 | null | null | null | null | null | null | null | null | 131 | 405 | DNS | 912,879 | 1,613 | null | null |
2f914849-9153-4443-90bb-33b7912a736e | 2025-02-15T18:37:37 | ids_alert | Microsoft Sentinel v1.0.0 | emergency | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Microsoft Sentinel Alert: Container Escape detected from 36.158.80.122 targeting N/A No additional info | {
"geo_location": "Nauru",
"device_hash": "51178a3cb1d316d899a1e22e3ffa6bac4795bc64cbcb6225ae30923c0aab3517",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/3.1)",
"session_id": "eb4e32c5-c7ce-43c4-96da-9cf655484c9c",
"risk_score": 69.88,
"confidence": 0.94
} | null | null | null | null | null | No additional info | Microsoft Sentinel Alert: Container Escape detected from 36.158.80.122 targeting N/A No additional info | null | null | null | null | 36.158.80.122 | N/A | Container Escape | SIG-2536 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
a23a8b2a-368a-4219-8cf9-5f3cb7193a73 | 2025-05-21T02:58:04 | network | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|info| desc=Network beaconing from 159.16.163.34 to 90.175.188.61 No additional info | {
"geo_location": "Dominica",
"device_hash": "608d177e062891c46240f13449ed6b322ff43884",
"user_agent": "Opera/8.82.(Windows NT 5.01; sv-SE) Presto/2.9.163 Version/12.00",
"session_id": "90a2ba1b-fb83-4ad1-85ef-1ea29ee815c8",
"risk_score": 38.2,
"confidence": 0.14
} | null | beaconing | null | null | null | No additional info | Network beaconing from 159.16.163.34 to 90.175.188.61 No additional info | null | null | null | null | 159.16.163.34 | 90.175.188.61 | null | null | null | null | null | null | null | null | null | null | HTTPS | 425,714 | null | null | null |
b6fcea1a-cc1e-4bde-839b-b41b0a1751c3 | 2025-07-02T22:01:41 | firewall | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only TCP traffic from 164.92.110.149:108 to 175.229.19.249:30277 MITRE Technique: T1566.001 | {
"geo_location": "Croatia",
"device_hash": "7b96c7ce199cc729766c57dbece21194",
"user_agent": "Opera/8.59.(Windows NT 5.0; ckb-IQ) Presto/2.9.164 Version/10.00",
"session_id": "6d551ca4-d51c-426a-b5fe-a874c3cfcc70",
"risk_score": 65.65,
"confidence": 0.95
} | null | log-only | null | null | null | MITRE Technique: T1566.001 | Firewall log-only TCP traffic from 164.92.110.149:108 to 175.229.19.249:30277 MITRE Technique: T1566.001 | null | null | null | null | 164.92.110.149 | 175.229.19.249 | null | null | null | null | null | null | null | null | 108 | 30,277 | TCP | 27,055 | 2,311 | null | null |
4826127d-5aa3-481f-83a9-2d585c3d948a | 2025-02-03T03:00:47 | ids_alert | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|low| desc=OSSEC Alert: AI Model Poisoning detected from 218.38.174.218 targeting N/A MITRE Technique: T1059.005 | {
"geo_location": "Togo",
"device_hash": "630f1ecbaca5da4349aeae436a43b0be51dc352ac752d536d23f8d4bd99a76a4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 10.0; Trident/5.1)",
"session_id": "ba6e041d-244d-4bac-abd9-a8c0d64195b3",
"risk_score": 23.43,
"confidence": 0.29
} | null | null | null | null | null | MITRE Technique: T1059.005 | OSSEC Alert: AI Model Poisoning detected from 218.38.174.218 targeting N/A MITRE Technique: T1059.005 | null | null | null | null | 218.38.174.218 | N/A | AI Model Poisoning | SIG-8993 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
a5e4a7f6-6e2b-4814-9cfc-f442434ed7b6 | 2025-02-14T15:57:45 | cloud | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|low| desc=Cloud container_escape in Azure by matthew67 No additional info noise=explore/categories/search | {
"geo_location": "Azerbaijan",
"device_hash": "6ac58cc2ea26116e41a06c63a5cc3980",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/4.0)",
"session_id": "e9ad2b3d-610c-4a5b-a755-45e5aed126c8",
"risk_score": 42.27,
"confidence": 0.88
} | matthew67 | container_escape | null | null | null | No additional info | Cloud container_escape in Azure by matthew67 No additional info | null | null | null | null | null | null | null | null | null | Azure | res-c75cfb27 | null | null | null | null | null | null | null | null | null | null |
ad648580-b910-40cf-b271-c01bb20707b3 | 2025-02-19T09:40:06 | iot | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor physical_tamper MITRE Technique: T1204.002 | {
"geo_location": "Lebanon",
"device_hash": "45225746c6a015cc4247f0709b0d8b9a",
"user_agent": "Mozilla/5.0 (Android 7.1.2; Mobile; rv:43.0) Gecko/43.0 Firefox/43.0",
"session_id": "08a0eb27-89f5-4725-82a3-acf86119ec16",
"risk_score": 66.41,
"confidence": 0.42
} | null | physical_tamper | null | null | null | MITRE Technique: T1204.002 | IoT device Sensor physical_tamper MITRE Technique: T1204.002 | null | Sensor | iot-cdfd54dd | 8.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a6d1c333-5446-4b56-92d4-8a81bfbc1571 | 2025-06-17T03:56:36 | auth | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|info| desc=Auth success for andreaadams via OAuth from 36.23.86.18 No additional info | {
"geo_location": "Saudi Arabia",
"device_hash": "e9535eb940939c6c1c88be51c57bdca228574e37c83aaa4294e76db97802371f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.2; Trident/4.0)",
"session_id": "c95e8f5e-c0ea-4f72-b436-bc6a0eb39c8f",
"risk_score": 24.38,
"confidence": 0.52
} | andreaadams | success | null | null | null | No additional info | Auth success for andreaadams via OAuth from 36.23.86.18 No additional info | null | null | null | null | 36.23.86.18 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 00:23:9d:dd:bf:77 |
e0ffb171-0f0f-453b-95a3-9edfeda48f61 | 2025-02-21T20:54:59 | auth | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|info| desc=Auth timeout for hparker via key from 21.255.71.48 Credential stuffing pattern detected | {
"geo_location": "Costa Rica",
"device_hash": "efe8762c685adec499fa9ea4bf3dca73b05565560eb104270b4477a36a4abfc9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 4.0; Trident/3.1)",
"session_id": "f47f38b2-5cce-43c7-ae7f-b3d61c9a83f6",
"risk_score": 69.15,
"confidence": 0.68
} | hparker | timeout | null | null | null | Credential stuffing pattern detected | Auth timeout for hparker via key from 21.255.71.48 Credential stuffing pattern detected | null | null | null | null | 21.255.71.48 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | cb:ad:42:50:ed:4c |
5ca6e04d-d2e4-40ce-b6a4-705e28ca5da6 | 2025-02-19T11:49:40 | cloud | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in OCI by jacobharmon Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Portugal",
"device_hash": "c4f90d6adf6e64786b121fe247012307",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.2; Trident/5.0)",
"session_id": "de677c2b-f330-423d-8e7f-3b26479b932f",
"risk_score": 2.98,
"confidence": 0.81
} | jacobharmon | container_escape | null | null | null | Unconventional IOC: Thermal sensor anomalies | Cloud container_escape in OCI by jacobharmon Unconventional IOC: Thermal sensor anomalies | null | null | null | null | null | null | null | null | null | OCI | res-017dc77e | null | null | null | null | null | null | null | null | null | null |
fb7de55e-c1a4-4653-ab99-569e661c4714 | 2025-04-09T14:05:48 | iot | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|info| desc=IoT device Medical sensor_spoofing MITRE Technique: T1134.001 | {
"geo_location": "Singapore",
"device_hash": "957a757230a47bc185d5b15fdf873c9661a52481",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/9902-09-28 08:17:07 Firefox/3.6.18",
"session_id": "e236f5da-1ecd-4e12-a06b-033434ba4aa1",
"risk_score": 63.58,
"confidence": 0.78
} | null | sensor_spoofing | null | null | null | MITRE Technique: T1134.001 | IoT device Medical sensor_spoofing MITRE Technique: T1134.001 | null | Medical | iot-a888ceb4 | 2.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6c22a74e-5ae9-4437-b003-da3d931c3831 | 2025-02-18T12:34:46 | network | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|low| desc=Network beaconing from 107.91.103.0 to 161.55.198.92 No additional info noise=1AF4DB15 | {
"geo_location": "Ecuador",
"device_hash": "023e539be731e3ce577e9065d422ddf919f4744b484afa0f66f03255adbced10",
"user_agent": "Opera/8.78.(Windows NT 11.0; cv-RU) Presto/2.9.180 Version/12.00",
"session_id": "12b006d1-f91f-4aa0-937a-808270ade5a0",
"risk_score": 42.09,
"confidence": 0.57
} | null | beaconing | null | null | null | No additional info | Network beaconing from 107.91.103.0 to 161.55.198.92 No additional info | null | null | null | null | 107.91.103.0 | 161.55.198.92 | null | null | null | null | null | null | null | null | null | null | HTTPS | 153,827 | null | null | null |
64dcdb16-b6a0-4f24-915a-e3c352932c7a | 2020-10-23T06:21:10 | network | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 104.7.31.164 to 177.129.249.13 MITRE Technique: T1053.005 | {
"geo_location": "Uruguay",
"device_hash": "78993186717a4b33e2899e680c052b8b7a335f24b70191c9b534e8a0091813b0",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_4; rv:1.9.6.20) Gecko/4939-12-03 08:48:10 Firefox/3.8",
"session_id": "529eb252-224b-425f-80e4-1374e869e3c1",
"risk_score": 43.15,
"co... | null | protocol_anomaly | null | null | null | MITRE Technique: T1053.005 | Network protocol_anomaly from 104.7.31.164 to 177.129.249.13 MITRE Technique: T1053.005 | null | null | null | null | 104.7.31.164 | 177.129.249.13 | null | null | null | null | null | null | null | null | null | null | UDP | 672,101 | null | null | null |
cfff87d3-194c-4e8d-bd67-be34495a8509 | 2025-05-05T03:49:50 | ai | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by yparker MITRE Technique: T1059.005 | {
"geo_location": "Costa Rica",
"device_hash": "b14b362085fe428ba66b8985aae86c9e14e39febefc6e730c014ddd94f6fd646",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; nan-TW) AppleWebKit/531.48.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6531.48.1",
"session_id": "19d2032d-9392-4e8... | yparker | prompt_injection | null | null | null | MITRE Technique: T1059.005 | AI system prompt_injection by yparker MITRE Technique: T1059.005 | null | null | null | null | null | null | null | null | null | null | null | model-756e05af | cc0e4243881717ec221f197489cb08f99c82a5345b4061d0aed64ad8e6b74a0a | 5437a16fb5b2983e556e6b28fc56c3b728106339 | null | null | null | null | null | null | null |
94fe2f8f-ce14-4e47-8808-dfa4cf9549c1 | 2025-03-10T03:18:54 | network | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|info| desc=Network connection from 10.242.244.200 to 189.9.156.250 MITRE Technique: T1078.004 | {
"geo_location": "Andorra",
"device_hash": "71c7ce5c1200b8874cb99d369174f9fb491cbefc0d0a2a4da6a444fe1a2ad99c",
"user_agent": "Mozilla/5.0 (Windows 98; tr-CY; rv:1.9.1.20) Gecko/9713-04-06 09:02:05 Firefox/3.8",
"session_id": "694d9959-6de4-406b-8b84-d7a68da434c1",
"risk_score": 98.02,
"confidence": 0.6
} | null | connection | null | null | null | MITRE Technique: T1078.004 | Network connection from 10.242.244.200 to 189.9.156.250 MITRE Technique: T1078.004 | null | null | null | null | 10.242.244.200 | 189.9.156.250 | null | null | null | null | null | null | null | null | null | null | HTTP | 886,757 | null | null | null |
a3394132-38e2-4477-8d78-b450ac69565c | 2025-06-15T21:40:13 | iot | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical side_channel No additional info | {
"geo_location": "Saint Martin",
"device_hash": "74a5f4f1636c12760c40e0f99c9f2540",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; cs-CZ) AppleWebKit/532.27.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B116 Safari/6532.27.3",
"session_id": "2ffe020e-574c-4361-81c8-4757b28865a0",
"risk_s... | null | side_channel | null | null | null | No additional info | IoT device Medical side_channel No additional info | null | Medical | iot-7d60e820 | 7.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0d5f63d0-2fc1-4d99-a35c-c094213c31ce | 2025-05-24T18:49:34 | iot | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC battery_drain No additional info | {
"geo_location": "Dominica",
"device_hash": "cd6ee72bff24b11ea6b0379632e1ed4c4c893fc15e669f190e0f29c2eb449755",
"user_agent": "Opera/9.53.(Windows NT 5.2; st-ZA) Presto/2.9.179 Version/12.00",
"session_id": "0357efdb-8a38-4958-8c72-664e551a5c8f",
"risk_score": 26.34,
"confidence": 0.02
} | null | battery_drain | null | null | null | No additional info | IoT device HVAC battery_drain No additional info | null | HVAC | iot-3290f68e | 4.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c9176c5b-474a-40e7-a841-46cc4c035fd1 | 2025-03-05T15:25:02 | ai | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|high| desc=AI system model_inversion by patrick51 No additional info | {
"geo_location": "Angola",
"device_hash": "c0cf58d28a40a348dfedfaaf6441cfe3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.01; Trident/4.1)",
"session_id": "59d1d070-14f7-4ec6-b719-daed53491da2",
"risk_score": 14.7,
"confidence": 0.02
} | patrick51 | model_inversion | null | null | null | No additional info | AI system model_inversion by patrick51 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-3557afae | 33eecec649512ffc54c1086a5d1905cc | 796c8ea9504eae94097b149e5abade15 | null | null | null | null | null | null | null |
183d65a2-0c09-4acb-99c8-110f9fa6b6d8 | 2025-01-17T07:57:39 | network | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|low| desc=Network connection from 163.26.221.205 to 112.111.179.181 No additional info | {
"geo_location": "Greenland",
"device_hash": "cf2b4114f7011823d7aeca9fadedad47",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 4.0; Trident/5.0)",
"session_id": "0c371e5a-7244-4d25-bbb4-2021067885a6",
"risk_score": 27.65,
"confidence": 0.63
} | null | connection | null | null | null | No additional info | Network connection from 163.26.221.205 to 112.111.179.181 No additional info | null | null | null | null | 163.26.221.205 | 112.111.179.181 | null | null | null | null | null | null | null | null | null | null | TCP | 488,568 | null | null | null |
4f0d621f-68d6-4986-ad5d-ca38c222591a | 2025-05-31T06:18:56 | cloud | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|medium| desc=Cloud lambda_execution in Alibaba by dylan86 MITRE Technique: T1204.002 noise=election|open|black | {
"geo_location": "Singapore",
"device_hash": "9b393fef55f7a90ac0ca2b9919ad538b",
"user_agent": "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/48.0.858.0 Safari/536.2",
"session_id": "01e29f49-a4b3-4917-9b02-35a0209c8c9f",
"risk_score": 100,
"confidence": 0.27
} | dylan86 | lambda_execution | null | null | null | MITRE Technique: T1204.002 | Cloud lambda_execution in Alibaba by dylan86 MITRE Technique: T1204.002 | null | null | null | null | null | null | null | null | null | Alibaba | res-43ca2f6b | null | null | null | null | null | null | null | null | null | null |
a5679610-a91d-4922-bbba-6f500419f43e | 2025-06-11T14:58:41 | endpoint | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start right by djackson MITRE Technique: T1110.003 | {
"geo_location": "Jersey",
"device_hash": "a946bbe6782164a82f60642b0b431dff",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/534.28.1 (KHTML, like Gecko) Version/5.0 Safari/534.28.1",
"session_id": "c03dd805-8535-421d-aea8-b6e1a71ecb4f",
"risk_score": 46.34,
"confidence": 0.22
} | djackson | process_start | right | 1,900 | svchost.exe | MITRE Technique: T1110.003 | Endpoint process_start right by djackson MITRE Technique: T1110.003 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
153f6fe4-2e9c-4294-b3d5-c3a54575a6b9 | 2025-02-17T15:04:11 | 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: Port Scan detected from 116.81.214.63 targeting 10.50.78.0 No additional info noise=posts | {
"geo_location": "Vanuatu",
"device_hash": "ee5671feab6c8d13ce08be143a5d48777f68057e61c63df37bb4294cf82e0c36",
"user_agent": "Mozilla/5.0 (Android 2.2.1; Mobile; rv:24.0) Gecko/24.0 Firefox/24.0",
"session_id": "c7a59248-710e-47ec-9c06-68c3dcbdf9c1",
"risk_score": 47.44,
"confidence": 0.81
} | null | null | null | null | null | No additional info | Palo Alto Cortex Alert: Port Scan detected from 116.81.214.63 targeting 10.50.78.0 No additional info | null | null | null | null | 116.81.214.63 | 10.50.78.0 | Port Scan | SIG-1138 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
f8e8ac32-8580-4e04-b6dc-21be5bbac5a1 | 2025-07-11T01:38:53 | endpoint | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint driver_load spend by fcisneros MITRE Technique: T1218.011 noise=13DAD173 | {
"geo_location": "Taiwan",
"device_hash": "4f70f81085bf4f896189b70d49bbdc5aec873a439e3298ab56429441bf37c428",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/3.1)",
"session_id": "9755bb77-28e8-497e-8bb1-d0354c51140d",
"risk_score": 73.34,
"confidence": 0.2
} | fcisneros | driver_load | spend | 8,977 | powershell.exe | MITRE Technique: T1218.011 | Endpoint driver_load spend by fcisneros MITRE Technique: T1218.011 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b232b866-e420-41ef-b036-94ea47c9fd96 | 2025-02-07T09:44:12 | network | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|low| desc=Network beaconing from 109.240.101.93 to 187.132.22.37 No additional info | {
"geo_location": "Grenada",
"device_hash": "1c9b44d94d6d99ed8f175ac8d5ca06fc",
"user_agent": "Opera/8.39.(Windows NT 5.0; ja-JP) Presto/2.9.168 Version/12.00",
"session_id": "fbe89813-9fbc-4104-99a3-f7ff00fd237a",
"risk_score": 60.81,
"confidence": 0.71
} | null | beaconing | null | null | null | No additional info | Network beaconing from 109.240.101.93 to 187.132.22.37 No additional info | null | null | null | null | 109.240.101.93 | 187.132.22.37 | null | null | null | null | null | null | null | null | null | null | TCP | 858,982 | null | null | null |
19b4b900-4a9b-4fbc-91bf-9e9e74eca263 | 2025-06-24T11:31:31 | 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: Container Escape detected from 16.235.112.194 targeting N/A MITRE Technique: T1566.001 | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "6d0f9cf4a66bb8075ea177c9826b16c4",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_3 rv:4.0; ti-ER) AppleWebKit/534.16.4 (KHTML, like Gecko) Version/5.1 Safari/534.16.4",
"session_id": "013baf5e-e775-4013-8df3-2051a67e71c0",
"risk_score... | null | null | null | null | null | MITRE Technique: T1566.001 | Vectra AI Alert: Container Escape detected from 16.235.112.194 targeting N/A MITRE Technique: T1566.001 | null | null | null | null | 16.235.112.194 | N/A | Container Escape | SIG-3200 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
cd5a4e36-d39d-4fdc-8310-112b9105e926 | 2025-03-08T10:40:45 | cloud | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in Alibaba by campbelldaniel MITRE Technique: T1547.001 | {
"geo_location": "French Polynesia",
"device_hash": "eb4f756cdf28dd19553b992f97207d0d",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) FxiOS/17.4f3221.0 Mobile/96Q604 Safari/536.2",
"session_id": "2f1bc0f5-ef14-4ee4-9855-c0aed3077fe3",
"risk_score": 58... | campbelldaniel | lambda_execution | null | null | null | MITRE Technique: T1547.001 | Cloud lambda_execution in Alibaba by campbelldaniel MITRE Technique: T1547.001 | null | null | null | null | null | null | null | null | null | Alibaba | res-f8f852d3 | null | null | null | null | null | null | null | null | null | null |
ac1cceaf-4a85-46f0-bea6-7ac7b4dbea08 | 2025-04-01T00:08:19 | endpoint | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint memory_injection /let/meet.avi by erin27 No additional info noise=TWF5YmUu | {
"geo_location": "Equatorial Guinea",
"device_hash": "61c85ee67273c922df4cb836e907690b2275cb63319c56cacc03ca03e3dac754",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_0; rv:1.9.2.20) Gecko/7613-10-25 22:01:43 Firefox/12.0",
"session_id": "bad39044-ce29-4f4c-a484-5ecd40c9995b",
"risk_score": 1... | erin27 | memory_injection | /let/meet.avi | 5,845 | explorer.exe | No additional info | Endpoint memory_injection /let/meet.avi by erin27 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
71829489-9d5e-4665-ba83-a4b9b3c87063 | 2025-02-04T12:57:44 | endpoint | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access /involve/prevent.mov by jeffreyblackwell No additional info noise=TWFpbnRhaW4u | {
"geo_location": "Uganda",
"device_hash": "118e0367c280d9ae5fa338605eeefade",
"user_agent": "Opera/9.78.(Windows NT 5.0; et-EE) Presto/2.9.180 Version/10.00",
"session_id": "a059ed4d-c20e-43e4-b04e-98fc09db738e",
"risk_score": 49.32,
"confidence": 0.19
} | jeffreyblackwell | file_access | /involve/prevent.mov | 3,280 | powershell.exe | No additional info | Endpoint file_access /involve/prevent.mov by jeffreyblackwell No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a2ae195c-073a-4aff-89a0-4af242234095 | 2025-04-13T18:43:09 | auth | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth failed for lloydjulie via key from 193.174.233.238 No additional info | {
"geo_location": "Azerbaijan",
"device_hash": "89517045dda078f7183f8ee866171114e55d8474",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) CriOS/60.0.820.0 Mobile/38Z646 Safari/535.1",
"session_id": "8d750daf-24a1-4636-a650-cd9eb59777cc",
"risk_score... | lloydjulie | failed | null | null | null | No additional info | Auth failed for lloydjulie via key from 193.174.233.238 No additional info | null | null | null | null | 193.174.233.238 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 26:31:2b:13:75:a2 |
1baec0e9-c5fd-42a2-9ced-11b66de247af | 2025-04-12T04:10:09 | endpoint | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection /whose/attorney.jpg by omcintyre MITRE Technique: T1053.005 | {
"geo_location": "Saint Barthelemy",
"device_hash": "66ac6a40d85ca8976540a0a8194e0a89520b0d99",
"user_agent": "Opera/8.99.(X11; Linux i686; mg-MG) Presto/2.9.178 Version/11.00",
"session_id": "deadd06d-3117-48dd-8380-ab4c1d2b0a1f",
"risk_score": 49.83,
"confidence": 0.6
} | omcintyre | memory_injection | /whose/attorney.jpg | 9,590 | explorer.exe | MITRE Technique: T1053.005 | Endpoint memory_injection /whose/attorney.jpg by omcintyre 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 |
813dd634-9654-4038-9d19-aba4f7816e40 | 2025-04-21T20:48:39 | iot | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|info| desc=IoT device Camera command_injection MITRE Technique: T1078.004 | {
"geo_location": "Eritrea",
"device_hash": "668b612e76c57174c3fc04ff8c57b1850c0677bfa7400e020727506bd07f121a",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 6_1_6 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) CriOS/54.0.801.0 Mobile/00X166 Safari/536.0",
"session_id": "a174db7b-b6c5-4634-9a9d-63b6c4c2fe... | null | command_injection | null | null | null | MITRE Technique: T1078.004 | IoT device Camera command_injection MITRE Technique: T1078.004 | null | Camera | iot-f2475207 | 10.2 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1a4bf615-5dc3-4466-b92a-f328544c2dcd | 2025-02-19T04:46:52 | auth | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|high| desc=Auth timeout for tomchapman via SAML from 65.68.33.97 No additional info | {
"geo_location": "Marshall Islands",
"device_hash": "4528f75820c00be027954bde49395596049918b977fa5376b13290fa42522c76",
"user_agent": "Opera/8.55.(X11; Linux i686; fo-FO) Presto/2.9.181 Version/11.00",
"session_id": "2851e65a-1ab1-48c7-98bd-4fa8c2919b39",
"risk_score": 22.76,
"confidence": 0.48
} | tomchapman | timeout | null | null | null | No additional info | Auth timeout for tomchapman via SAML from 65.68.33.97 No additional info | null | null | null | null | 65.68.33.97 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | f0:3a:12:83:3c:16 |
1880425e-9f74-409b-942e-80297f3e66e8 | 2025-07-03T15:48:36 | network | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 23.3.138.236 to 90.146.95.173 MITRE Technique: T1110.003 | {
"geo_location": "Andorra",
"device_hash": "7b640d6beff65ac55a587722782e4c1981305500",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 1_1_5 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) CriOS/37.0.877.0 Mobile/77D770 Safari/536.0",
"session_id": "a6f19314-4ae3-4e24-9ecb-4a627f1b32f6",
"risk_score":... | null | protocol_anomaly | null | null | null | MITRE Technique: T1110.003 | Network protocol_anomaly from 23.3.138.236 to 90.146.95.173 MITRE Technique: T1110.003 | null | null | null | null | 23.3.138.236 | 90.146.95.173 | null | null | null | null | null | null | null | null | null | null | HTTP | 630,534 | null | null | null |
47bb4c63-92be-4e45-b6f2-4032b287b95f | 2025-03-21T17:43:59 | auth | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|low| desc=Auth success for marynelson via MFA from 174.152.136.106 Associated Threat Actor: Wizard Spider | {
"geo_location": "Japan",
"device_hash": "5dde9c7d6a0791d54b6b2689e0b98383",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/5.0)",
"session_id": "ff89dddf-56f6-43f7-8063-f6b9653491cc",
"risk_score": 56.04,
"confidence": 0.52
} | marynelson | success | null | null | null | Associated Threat Actor: Wizard Spider | Auth success for marynelson via MFA from 174.152.136.106 Associated Threat Actor: Wizard Spider | {
"baseline_deviation": 2.21,
"entropy": 6.33,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 174.152.136.106 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | eb:cf:9c:8d:ee:74 |
3e7fca28-3d44-4d50-9983-1be9a225efbb | 2025-02-01T00:12:25 | cloud | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|high| desc=Cloud permission_escalation in Azure by tyleramanda No additional info | {
"geo_location": "Czech Republic",
"device_hash": "4d7a37eeee7fd1cf16896e6af64fd4f3f1b4df9a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.2; Trident/4.1)",
"session_id": "1ed7c343-4d0a-4cfb-8102-f2404fc19b58",
"risk_score": 11.16,
"confidence": 0.41
} | tyleramanda | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in Azure by tyleramanda No additional info | null | null | null | null | null | null | null | null | null | Azure | res-1d00c590 | null | null | null | null | null | null | null | null | null | null |
0d240694-a266-45e2-b5e7-c5e00e2c423a | 2025-03-21T13:19:18 | network | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|info| desc=Network connection from 163.131.232.68 to 10.254.254.127 No additional info | {
"geo_location": "Western Sahara",
"device_hash": "3e7111ac63371ee4f61d36cfa2cae5bea58c34d5cfb372e482092817218c7068",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/25.0.831.0 Safari/532.2",
"session_id": "ac7ce01f-4ba0-4dc9-ba7c-1cc29abec77e",
"risk_score": 50.06,
... | null | connection | null | null | null | No additional info | Network connection from 163.131.232.68 to 10.254.254.127 No additional info | null | null | null | null | 163.131.232.68 | 10.254.254.127 | null | null | null | null | null | null | null | null | null | null | HTTP | 572,210 | null | null | null |
9c6d907a-4adf-48b6-bb86-25bad1fa7100 | 2025-06-17T17:20:18 | ai | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by walexander MITRE Technique: T1566.001 | {
"geo_location": "Gambia",
"device_hash": "65489ddfdd6d154e6b8e660cfc0866c9",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 4_3_5 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/10.9y0235.0 Mobile/90V887 Safari/535.0",
"session_id": "f5ecd1ad-2ab7-4472-8e20-ed6cb8804ae6",
"risk_score": 33.14,
"c... | walexander | adversarial_input | null | null | null | MITRE Technique: T1566.001 | AI system adversarial_input by walexander MITRE Technique: T1566.001 | null | null | null | null | null | null | null | null | null | null | null | model-251c8e6a | 4dd6b64d37e7e9d02f9f2a224dda67dd | 5db4bd97ff5bb5ce055a5b26d18ff66d5a6863ba | null | null | null | null | null | null | null |
a1bd8956-37a3-43e3-b865-3fbd4b164760 | 2025-05-16T17:23:08 | cloud | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud config_change in GCP by jonesronald No additional info noise=UG9saXRpY3Mu | {
"geo_location": "Taiwan",
"device_hash": "4037402402187cb23b309d77d8d9126b177bf283",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/4273-11-02 09:10:28 Firefox/13.0",
"session_id": "a97ff030-887e-472f-9271-8a16a8761cfd",
"risk_score": 30.41,
"confidence": 0.4
} | jonesronald | config_change | null | null | null | No additional info | Cloud config_change in GCP by jonesronald No additional info | null | null | null | null | null | null | null | null | null | GCP | res-05cb04a5 | null | null | null | null | null | null | null | null | null | null |
260e0f20-549f-4747-90e7-75213fc8b7d4 | 2025-03-03T19:20:30 | auth | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|high| desc=Auth locked for brandiestrada via OAuth from 61.177.164.86 No additional info | {
"geo_location": "Saint Barthelemy",
"device_hash": "8af82f9b144b2c0c8ef1209cb6410c4fcd3fc683",
"user_agent": "Opera/8.94.(X11; Linux x86_64; raj-IN) Presto/2.9.188 Version/12.00",
"session_id": "94b5f7f6-1b3a-42d8-8d8e-f1b9d9a18626",
"risk_score": 51.45,
"confidence": 0.59
} | brandiestrada | locked | null | null | null | No additional info | Auth locked for brandiestrada via OAuth from 61.177.164.86 No additional info | null | null | null | null | 61.177.164.86 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 65:ef:b5:bb:b4:5b |
54d02495-1c76-4888-99d6-a0204f941515 | 2025-04-08T07:35:02 | firewall | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|critical| desc=Firewall log-only NTP traffic from 152.165.250.131:987 to 90.19.118.243:52324 MITRE Technique: T1071.001 | {
"geo_location": "China",
"device_hash": "64660f5ffb66cc42fb86cda6d2dd9efc0ba3ada8",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_5; rv:1.9.6.20) Gecko/6214-12-23 15:14:37 Firefox/3.8",
"session_id": "3699488a-4466-492b-bf21-dfe9d8d72c1f",
"risk_score": 49.42,
"confidence": 0.49
} | null | log-only | null | null | null | MITRE Technique: T1071.001 | Firewall log-only NTP traffic from 152.165.250.131:987 to 90.19.118.243:52324 MITRE Technique: T1071.001 | null | null | null | null | 152.165.250.131 | 90.19.118.243 | null | null | null | null | null | null | null | null | 987 | 52,324 | NTP | 314,940 | 1,962 | null | null |
593d7824-181b-4dab-a31a-a89afc1f40e4 | 2025-06-04T10:25:25 | ids_alert | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|medium| desc=Wazuh Alert: Supply Chain Compromise detected from 95.34.117.202 targeting 96.33.62.89 No additional info noise=716CCE9A | {
"geo_location": "Kazakhstan",
"device_hash": "0e1ea94b41efb7acb67bbaead288b2de825390da6616b7364eec4f7f9d8be8e3",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 4_3_5 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) FxiOS/11.8j3154.0 Mobile/35U741 Safari/533.2",
"session_id": "a50e804c-d219-45d2-ba08-d3... | null | null | null | null | null | No additional info | Wazuh Alert: Supply Chain Compromise detected from 95.34.117.202 targeting 96.33.62.89 No additional info | null | null | null | null | 95.34.117.202 | 96.33.62.89 | Supply Chain Compromise | SIG-2337 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
d379aa25-1c15-4d09-af80-d138a41b5d87 | 2025-06-30T04:33:20 | ids_alert | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|medium| desc=Wazuh Alert: XSS detected from 102.94.3.251 targeting 67.143.23.7 MITRE Technique: T1566.001 | {
"geo_location": "Timor-Leste",
"device_hash": "b6424bc0503833d581fd49aab0aaccaf63c4323533e542a939f78b1fa055e717",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 16_7_6 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/17.4o8390.0 Mobile/32F632 Safari/534.2",
"session_id": "c9837078-e3a0-4846-8c83-... | null | null | null | null | null | MITRE Technique: T1566.001 | Wazuh Alert: XSS detected from 102.94.3.251 targeting 67.143.23.7 MITRE Technique: T1566.001 | null | null | null | null | 102.94.3.251 | 67.143.23.7 | XSS | SIG-3404 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
8face78b-9807-4503-8349-2e4117983836 | 2027-04-20T12:32:17 | iot | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical command_injection No additional info | {
"geo_location": "Mali",
"device_hash": "206099c016f8812e8b462ea1ef1b54ca",
"user_agent": "Opera/8.74.(X11; Linux x86_64; nds-DE) Presto/2.9.179 Version/12.00",
"session_id": "e4e4290f-df99-4a74-a43b-abe735b87b82",
"risk_score": 77.16,
"confidence": 0.66
} | null | command_injection | null | null | null | No additional info | IoT device Medical command_injection No additional info | null | Medical | iot-f5c80ebd | 4.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8e0ccdfc-fceb-480b-b0df-f33f143ff46b | 2025-06-24T03:40:10 | iot | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat physical_tamper Sensor spoofing detected | {
"geo_location": "Croatia",
"device_hash": "efa98f5a0601402e294537dc412442c4",
"user_agent": "Opera/9.15.(X11; Linux x86_64; mn-MN) Presto/2.9.189 Version/10.00",
"session_id": "7d398fea-3a7c-4b90-9205-0b93dca57875",
"risk_score": 24.52,
"confidence": 0.37
} | null | physical_tamper | null | null | null | Sensor spoofing detected | IoT device Thermostat physical_tamper Sensor spoofing detected | null | Thermostat | iot-c8a5247f | 4.2 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0f361da1-a057-4fd4-8658-0d787e940cf9 | 2025-01-21T15:17:04 | endpoint | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|info| desc=Endpoint driver_load television by gary46 No additional info | {
"geo_location": "Nauru",
"device_hash": "1c63e5fd33036f5c121f0abb55dd4996",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/4.1)",
"session_id": "b68d7755-410f-4e5b-aa63-f20c7063dc29",
"risk_score": 56.52,
"confidence": 0.69
} | gary46 | driver_load | television | 9,838 | explorer.exe | No additional info | Endpoint driver_load television by gary46 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d87e742e-8aae-433a-9d4f-1b4948705765 | 2026-10-14T09:11:20 | cloud | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in GCP by reedmary No additional info | {
"geo_location": "Kuwait",
"device_hash": "8fd17912afddd77c33b3f2c28f29c7bf",
"user_agent": "Opera/8.18.(X11; Linux i686; unm-US) Presto/2.9.170 Version/11.00",
"session_id": "0e6996c5-b570-4011-ac33-fdf31d5a93e5",
"risk_score": 60.04,
"confidence": 0.64
} | reedmary | api_abuse | null | null | null | No additional info | Cloud api_abuse in GCP by reedmary No additional info | null | null | null | null | null | null | null | null | null | GCP | res-f37efe06 | null | null | null | null | null | null | null | null | null | null |
54911004-c4bd-45c9-b08a-9004f509ec66 | 2025-07-01T23:58:44 | auth | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for melissacochran via SAML from 22.131.7.185 No additional info | {
"geo_location": "United States of America",
"device_hash": "9a0434b8ee33e5579635d69af9c961b1",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; bn-BD) AppleWebKit/531.17.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6531.17.2",
"session_id": "c988fdb6-14e5-47d8-b2eb-1b7b5150686e... | melissacochran | timeout | null | null | null | No additional info | Auth timeout for melissacochran via SAML from 22.131.7.185 No additional info | {
"baseline_deviation": 1.67,
"entropy": 6.7,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 22.131.7.185 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 96:86:91:ab:35:57 |
1fee2bf8-fd5b-463a-b39d-8e12f95be104 | 2025-05-05T14:10:04 | network | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|info| desc=Network disconnection from 146.175.50.73 to 201.230.214.82 MITRE Technique: T1110.003 noise=explore/search | {
"geo_location": "Uganda",
"device_hash": "f5818e5984b12408cc5d4d2547a6620cb5a59ed4cfc6ecb2d81985470f57e97b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/532.33.4 (KHTML, like Gecko) Version/4.1 Safari/532.33.4",
"session_id": "dd194c94-43aa-41f9-9344-84d9a6f2eecf",
"risk_score": 70.83,
... | null | disconnection | null | null | null | MITRE Technique: T1110.003 | Network disconnection from 146.175.50.73 to 201.230.214.82 MITRE Technique: T1110.003 | null | null | null | null | 146.175.50.73 | 201.230.214.82 | null | null | null | null | null | null | null | null | null | null | TCP | 18,198 | null | null | null |
03b3aaf1-073a-4662-8ae0-438fd5532975 | 2025-04-16T08:10:58 | auth | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|info| desc=Auth timeout for gonzalezcharles via MFA from 83.244.57.80 No additional info noise=UGh5c2ljYWwu | {
"geo_location": "Northern Mariana Islands",
"device_hash": "8c1b86ca1ed7d86a598be10d5949cd52a842132b10fb257f56d8016ace3001c7",
"user_agent": "Mozilla/5.0 (Android 5.0.1; Mobile; rv:48.0) Gecko/48.0 Firefox/48.0",
"session_id": "f34b94a3-68c2-4af9-8a5b-ba00841d5630",
"risk_score": 44.68,
"confidence": 0.6
... | gonzalezcharles | timeout | null | null | null | No additional info | Auth timeout for gonzalezcharles via MFA from 83.244.57.80 No additional info | null | null | null | null | 83.244.57.80 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | 73:1d:ff:03:6d:f1 |
3baebd2c-10b9-4757-9ecb-74d8cdb5aff2 | 2025-04-26T06:16:44 | ids_alert | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|high| desc=Splunk Alert: Domain Fronting detected from 10.173.195.14 targeting 199.245.89.128 No additional info | {
"geo_location": "United States Virgin Islands",
"device_hash": "3b37bf8787ee73e3205962f2a2ac9fed",
"user_agent": "Opera/8.70.(X11; Linux x86_64; ht-HT) Presto/2.9.188 Version/10.00",
"session_id": "847ec21f-65a8-4fa4-bea8-01260bc7d2a1",
"risk_score": 37.64,
"confidence": 0.81
} | null | null | null | null | null | No additional info | Splunk Alert: Domain Fronting detected from 10.173.195.14 targeting 199.245.89.128 No additional info | null | null | null | null | 10.173.195.14 | 199.245.89.128 | Domain Fronting | SIG-3909 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
4930e0e7-9b11-481c-983c-980eede0045c | 2025-02-22T00:24:54 | ai | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|info| desc=AI system membership_inference by hailey18 No additional info noise=VGhyZWF0Lg== | {
"geo_location": "El Salvador",
"device_hash": "b4b64309c34d2d526ba9173c9786ef29046f8e21",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/531.30.7 (KHTML, like Gecko) Version/5.0.1 Safari/531.30.7",
"session_id": "96c45f33-8f90-4546-836c-c7f8d0e1c7cc",
"risk_score": 33.16,
"confidence"... | hailey18 | membership_inference | null | null | null | No additional info | AI system membership_inference by hailey18 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-51221b68 | f1e2509f580104047dc4044e60da01e17a0176cb | 78ac9c3f73652e7f9362614fc1e1461a26048560 | null | null | null | null | null | null | null |
d4c8662d-7698-42a1-a93b-410ad21c7f51 | 2025-06-09T11:02:52 | iot | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical unusual_activity Associated Threat Actor: Equation Group | {
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "f2c0a25aa321832ff028c5fb47e509c45ff20755e7213c79f7840f44091ffcdb",
"user_agent": "Mozilla/5.0 (Windows 98; af-ZA; rv:1.9.2.20) Gecko/5794-09-01 10:18:44 Firefox/3.8",
"session_id": "8ea06ea3-a1f9-4442-85f4-a727b12b6f12",
"risk_score": 30.89,
"c... | null | unusual_activity | null | null | null | Associated Threat Actor: Equation Group | IoT device Medical unusual_activity Associated Threat Actor: Equation Group | null | Medical | iot-aa90a34e | 10.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d93ca57d-e590-4486-a42d-018c8c31cd12 | 2025-05-05T21:29:09 | endpoint | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task organization by ygarrett No additional info | {
"geo_location": "Timor-Leste",
"device_hash": "9767495be8c6aae832092705a9edf977",
"user_agent": "Mozilla/5.0 (Android 4.2.1; Mobile; rv:36.0) Gecko/36.0 Firefox/36.0",
"session_id": "30926221-2511-4e9e-9c99-eb7ae795b04e",
"risk_score": 10.98,
"confidence": 0.32
} | ygarrett | scheduled_task | organization | 6,579 | cmd.exe | No additional info | Endpoint scheduled_task organization by ygarrett No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4cabdd15-518d-45b6-89e8-da7fee147a2d | 2025-07-06T16:33:08 | auth | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|info| desc=Auth failed for patrick96 via password from 66.165.212.174 MITRE Technique: T1486 | {
"geo_location": "Vanuatu",
"device_hash": "33ed9be0d138b4e07e98dcc755f6ae9c46d9f129",
"user_agent": "Opera/9.46.(X11; Linux x86_64; uz-UZ) Presto/2.9.176 Version/10.00",
"session_id": "f542b796-53e7-47f9-bcb8-01b869d9f0a3",
"risk_score": 52.82,
"confidence": 0.48
} | patrick96 | failed | null | null | null | MITRE Technique: T1486 | Auth failed for patrick96 via password from 66.165.212.174 MITRE Technique: T1486 | null | null | null | null | 66.165.212.174 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 94:6b:ef:67:02:9d |
b3b52f41-ce09-45cf-a75c-a0d317203be5 | 2025-04-24T20:31:59 | endpoint | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint registry_change /sort/teach.pptx by morganmcdowell Living-off-the-land technique detected | {
"geo_location": "Dominican Republic",
"device_hash": "eb1a1845e8fc9d3e34eb4927ba0b8b253173abf5",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; az-AZ) AppleWebKit/535.26.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6535.26.5",
"session_id": "d784f774-5c09-485a-8875-4ee417bd63... | morganmcdowell | registry_change | /sort/teach.pptx | 5,132 | svchost.exe | Living-off-the-land technique detected | Endpoint registry_change /sort/teach.pptx by morganmcdowell Living-off-the-land technique detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
103f8200-8f29-41ef-b838-675f402b60fb | 2025-07-09T09:41:18 | iot | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat unusual_activity No additional info | {
"geo_location": "Faroe Islands",
"device_hash": "18653cc660cbe4257cf0f77ec2ecfdd28040e3e062f85976d0f4c95bcc33d854",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/5.1)",
"session_id": "5bb0b1b3-64ea-46cb-a932-05fdc3e83421",
"risk_score": 57.89,
"confidence": 0.82
} | null | unusual_activity | null | null | null | No additional info | IoT device Thermostat unusual_activity No additional info | null | Thermostat | iot-f455331d | 3.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
10d27956-ca6b-4811-b574-0059ff652a75 | 2025-06-18T11:39:54 | cloud | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in OCI by radams No additional info | {
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "3e5e53e8cade921659d71d4940f363c38659d68f",
"user_agent": "Opera/8.32.(Windows NT 11.0; hsb-DE) Presto/2.9.189 Version/12.00",
"session_id": "2ec8d58d-ad66-4c0b-b295-fcc2939ade40",
"risk_score": 24.59,
"confidence": 0.71
} | radams | api_abuse | null | null | null | No additional info | Cloud api_abuse in OCI by radams No additional info | null | null | null | null | null | null | null | null | null | OCI | res-ec676236 | null | null | null | null | null | null | null | null | null | null |
d8f625e5-22f9-4382-99c0-1b377a4812da | 2025-07-10T02:35:38 | 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: Domain Fronting detected from 154.58.103.4 targeting 10.59.4.120 No additional info | {
"geo_location": "Macao",
"device_hash": "fed010a2d964884025eb86d3cae6828e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/5.1)",
"session_id": "98c7c011-7928-4456-8916-99972ec3f109",
"risk_score": 26.99,
"confidence": 0.31
} | null | null | null | null | null | No additional info | Palo Alto Cortex Alert: Domain Fronting detected from 154.58.103.4 targeting 10.59.4.120 No additional info | null | null | null | null | 154.58.103.4 | 10.59.4.120 | Domain Fronting | SIG-1763 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
c6cedda8-6c8d-44c3-9fa9-de06e89f8f01 | 2025-04-04T08:16:14 | endpoint | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop /partner/back.mp3 by mitchelljessica No additional info | {
"geo_location": "Malawi",
"device_hash": "56e40907d517f56716730ad16e1f2d0c8f4875063683fb7c11c3205bed9d71f4",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/14.0.897.0 Safari/531.1",
"session_id": "c46b7408-c11b-45f6-b3cb-d9dc64fa486c",
"risk_score": 50.15,
"confid... | mitchelljessica | process_stop | /partner/back.mp3 | 206 | powershell.exe | No additional info | Endpoint process_stop /partner/back.mp3 by mitchelljessica No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a49c82b5-0752-46e7-81a3-be43810ae167 | 2025-06-12T21:02:29 | cloud | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|high| desc=Cloud container_escape in AWS by kwilliams No additional info | {
"geo_location": "Serbia",
"device_hash": "8917452e96cacccb3375ddb6950ecf9b9762997f",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/535.12.1 (KHTML, like Gecko) Version/5.0.5 Safari/535.12.1",
"session_id": "d9eb22b8-74f8-45e1-90c9-2be8b8e3fead",
"risk_score": 7.62,
"confidence": 0.55
} | kwilliams | container_escape | null | null | null | No additional info | Cloud container_escape in AWS by kwilliams No additional info | {
"baseline_deviation": 1.22,
"entropy": 3.22,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | AWS | res-b1fab730 | null | null | null | null | null | null | null | null | null | null |
b949867d-e19b-465a-aef8-3723e9163e36 | 2025-05-17T06:50:54 | auth | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|low| desc=Auth timeout for stevenwells via key from 10.54.93.21 No additional info | {
"geo_location": "Canada",
"device_hash": "180e8d1257e9ae0a8d9d0b05f2381b3d0b5ac8af374b5837420b7136ebd14e7d",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 16_7_7 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) FxiOS/16.0z5972.0 Mobile/76V609 Safari/534.0",
"session_id": "026d0a1d-8363-4dc2-947e-661a2... | stevenwells | timeout | null | null | null | No additional info | Auth timeout for stevenwells via key from 10.54.93.21 No additional info | null | null | null | null | 10.54.93.21 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 0c:26:22:20:76:34 |
1d115fdf-8df9-44ea-ad92-7ccbb6bd0e87 | 2025-03-24T01:00:09 | firewall | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only NTP traffic from 13.53.62.18:58767 to 156.222.50.192:66 MITRE Technique: T1078.004 | {
"geo_location": "Micronesia",
"device_hash": "68ef7ae6929e066a1320c54ac31e03e28ecada5d2b49ac184d57adda2bd2ddcf",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 3_2_2 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) CriOS/62.0.853.0 Mobile/35Q169 Safari/533.0",
"session_id": "c52469ba-357d-4703-a652-0e9... | null | log-only | null | null | null | MITRE Technique: T1078.004 | Firewall log-only NTP traffic from 13.53.62.18:58767 to 156.222.50.192:66 MITRE Technique: T1078.004 | null | null | null | null | 13.53.62.18 | 156.222.50.192 | null | null | null | null | null | null | null | null | 58,767 | 66 | NTP | 329,030 | 1,898 | null | null |
b1ccef38-17f9-4687-80e0-d803f7c708b9 | 2025-04-16T13:58:47 | endpoint | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop /get/officer.pages by ygutierrez No additional info noise=8B03CE68 | {
"geo_location": "Barbados",
"device_hash": "2e5084390997445d666d1e37815f005bb304cd54456b4c05a572b8d5df35a3f5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.0; Trident/5.1)",
"session_id": "41c1f088-4582-493f-9677-5c51bc20fdd3",
"risk_score": 20.92,
"confidence": 0.58
} | ygutierrez | process_stop | /get/officer.pages | 8,562 | cmd.exe | No additional info | Endpoint process_stop /get/officer.pages by ygutierrez No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d418e547-8dbd-4be9-938e-55cb8ce35f62 | 2025-06-08T12:30:30 | endpoint | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|info| desc=Endpoint service_install character by tasha76 Associated Threat Actor: Leafminer | {
"geo_location": "Lao People's Democratic Republic",
"device_hash": "b7c54d030431de5bad3440e129272ae29e55ae3ec635e4a7516dab96e8a6279c",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/534.6.4 (KHTML, like Gecko) Version/5.1 Safari/534.6.4",
"session_id": "3564e5d0-d89d-4572-8f3a-3f780ad37dd... | tasha76 | service_install | character | 1,003 | svchost.exe | Associated Threat Actor: Leafminer | Endpoint service_install character by tasha76 Associated Threat Actor: Leafminer | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
569609ec-13a3-4c9f-9e3a-cb71142bb6e4 | 2025-07-04T10:40:36 | iot | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|high| desc=IoT device Camera battery_drain No additional info | {
"geo_location": "Malawi",
"device_hash": "5f5b076af8797e0b77f6d29c3fa42a6ec7bfc02f55f1fb29b7dc6ed1eb5e6eac",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/9262-03-15 09:03:34 Firefox/3.6.5",
"session_id": "c9be9004-98d4-4db7-b787-efc9f21c561c",
"risk_score": 40.68,
"confidence": 0.29
} | null | battery_drain | null | null | null | No additional info | IoT device Camera battery_drain No additional info | null | Camera | iot-50aa8408 | 3.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4c6d62d1-6908-45e0-bf0c-8ef9e84ad80f | 2025-06-21T05:44:17 | ids_alert | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|high| desc=ArcSight Alert: SQL Injection detected from 185.92.146.242 targeting 4.16.133.151 No additional info | {
"geo_location": "Mozambique",
"device_hash": "c2e3ad3926679c9443c816c1cff703b99a91f0ff8b6986be15803732f13af533",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/48.0.831.0 Safari/535.0",
"session_id": "4d194f28-54cc-4525-88e7-b021c37ea14e",
"risk_score": 51.21,
... | null | null | null | null | null | No additional info | ArcSight Alert: SQL Injection detected from 185.92.146.242 targeting 4.16.133.151 No additional info | null | null | null | null | 185.92.146.242 | 4.16.133.151 | SQL Injection | SIG-7242 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
a8285dcc-1f88-46c1-84aa-e5fd1f4c618e | 2025-03-14T21:31:02 | firewall | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|info| desc=Firewall deny SSH traffic from 148.190.44.112:5346 to 214.234.205.229:139 No additional info | {
"geo_location": "Netherlands",
"device_hash": "4f193cae9bd95e23c42d80a0ceaf79a5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/3.1)",
"session_id": "3a358695-754a-4bfb-b0b7-29aff0d743ca",
"risk_score": 52.79,
"confidence": 0.75
} | null | deny | null | null | null | No additional info | Firewall deny SSH traffic from 148.190.44.112:5346 to 214.234.205.229:139 No additional info | null | null | null | null | 148.190.44.112 | 214.234.205.229 | null | null | null | null | null | null | null | null | 5,346 | 139 | SSH | 718,898 | 170 | null | null |
353cfc38-ef31-4ede-a0bd-f3be22c1b050 | 2025-02-16T09:34:22 | endpoint | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint file_access /close/water.pages by merrittstanley Unconventional IOC: GPU memory artifacts | {
"geo_location": "Jamaica",
"device_hash": "f85526e3a73de577b2cfadd204164e22b09faefc",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_9; rv:1.9.5.20) Gecko/3217-08-23 19:02:24 Firefox/3.6.5",
"session_id": "4e56c322-2969-4a39-8702-5d5fb78290c9",
"risk_score": 51.32,
"confidence": 0.99
} | merrittstanley | file_access | /close/water.pages | 1,951 | explorer.exe | Unconventional IOC: GPU memory artifacts | Endpoint file_access /close/water.pages by merrittstanley Unconventional IOC: GPU memory artifacts | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dbbad4bd-5ffe-4cd0-aa0e-c8a2f1b62465 | 2025-02-27T06:51:22 | auth | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|low| desc=Auth locked for olsonerica via MFA from 214.223.238.198 Associated Threat Actor: APT41 | {
"geo_location": "Bulgaria",
"device_hash": "8f3ceab72d0d92a3e54dfc86a6ee732e85c52b7d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/5.1)",
"session_id": "d01f4c46-4aad-4a42-b499-af6e571544d0",
"risk_score": 54.55,
"confidence": 0.64
} | olsonerica | locked | null | null | null | Associated Threat Actor: APT41 | Auth locked for olsonerica via MFA from 214.223.238.198 Associated Threat Actor: APT41 | null | null | null | null | 214.223.238.198 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | 94:f1:56:0a:8d:e4 |
d57f795f-67a2-4ce4-a0d5-b7dd8923ac72 | 2025-04-26T18:27:02 | iot | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor physical_tamper No additional info noise=simply|growth|they | {
"geo_location": "Aruba",
"device_hash": "cd838ffcf0970f4eb2034c0edac198ce8522b745",
"user_agent": "Opera/9.92.(Windows NT 5.2; te-IN) Presto/2.9.180 Version/10.00",
"session_id": "0bba4392-e96d-4ffe-9ea8-b815fa7bab64",
"risk_score": 71.14,
"confidence": 0.68
} | null | physical_tamper | null | null | null | No additional info | IoT device Sensor physical_tamper No additional info | {
"baseline_deviation": 2.8,
"entropy": 2.32,
"frequency_anomaly": false,
"sequence_anomaly": false
} | Sensor | iot-062c869d | 1.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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