event_id stringlengths 36 36 | timestamp timestamp[s]date 2020-07-12 21:38:20 2030-07-10 06:49:21 | event_type stringclasses 8 values | source stringclasses 20 values | severity stringclasses 6 values | raw_log stringlengths 91 282 | advanced_metadata dict | src_ip stringlengths 8 15 ⌀ | dst_ip stringlengths 3 15 ⌀ | alert_type stringclasses 17 values | signature_id stringlengths 8 8 ⌀ | category stringclasses 5 values | additional_info stringlengths 18 148 | description stringlengths 45 225 | action stringclasses 55 values | bytes int64 105 1,000k ⌀ | protocol stringclasses 10 values | user stringlengths 3 22 ⌀ | object stringlengths 1 32 ⌀ | process_id int64 100 10k ⌀ | parent_process stringclasses 4 values | behavioral_analytics dict | device_type stringclasses 5 values | device_id stringlengths 12 12 ⌀ | firmware_version stringclasses 100 values | src_port int64 1 65.5k ⌀ | dst_port int64 1 65.5k ⌀ | duration int64 1 3.6k ⌀ | method stringclasses 7 values | mac_address stringlengths 17 17 ⌀ | model_id stringlengths 14 14 ⌀ | input_hash stringlengths 32 64 ⌀ | output_hash stringlengths 32 64 ⌀ | cloud_service stringclasses 5 values | resource_id stringlengths 12 12 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
b1d7daf3-f3b3-4b7f-911d-23cfbb06e251 | 2025-05-04T01:17:52 | endpoint | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|low| desc=Endpoint wmi_exec /enough/mission.xlsx by gregreid MITRE Technique: T1204.002 | Associated Threat Actor: APT29 noise=695E2E93 | {
"geo_location": "Cape Verde",
"device_hash": "03691f00b6818ff2f4cca0549765e0c17e3023fb072cc19a35b20fca66877de9",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_8_2) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/59.0.862.0 Safari/531.2",
"session_id": "5ed40816-f01a-4211-93dd-1586d30aed97",
"risk_score": 61.43,
"confidence": 0.57
} | null | null | null | null | null | MITRE Technique: T1204.002 | Associated Threat Actor: APT29 | Endpoint wmi_exec /enough/mission.xlsx by gregreid MITRE Technique: T1204.002 | Associated Threat Actor: APT29 | wmi_exec | null | null | gregreid | /enough/mission.xlsx | 5,158 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
92e6859c-7cd7-4d44-99ba-1870e0127c21 | 2025-03-14T11:31:09 | auth | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|info| desc=Auth success for jamesgabriel via OAuth from 205.129.151.65 Associated Threat Actor: Lazarus Group | {
"geo_location": "El Salvador",
"device_hash": "cee4462a38979de62cdf3b67831039c4355b09829c85168fc9ec0b274cc9fe18",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; tig-ER) AppleWebKit/534.36.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6534.36.4",
"session_id": "172cb477-f383-4a24-ad2a-2d4add41348a",
"risk_score": 95.39,
"confidence": 0.59
} | 205.129.151.65 | null | null | null | null | Associated Threat Actor: Lazarus Group | Auth success for jamesgabriel via OAuth from 205.129.151.65 Associated Threat Actor: Lazarus Group | success | null | null | jamesgabriel | null | null | null | null | null | null | null | null | null | null | OAuth | 28:96:f9:2b:85:13 | null | null | null | null | null |
fda16e8d-aa21-4d28-9251-e8df8d258090 | 2025-04-12T21:58:24 | ai | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|info| desc=AI system model_access by obarry No additional info | {
"geo_location": "Belize",
"device_hash": "4a1afbe5389a86fe681d8a9eafb655f4",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_8 rv:3.0; quz-PE) AppleWebKit/535.31.2 (KHTML, like Gecko) Version/4.0.5 Safari/535.31.2",
"session_id": "7e2d1539-375d-475a-a8e3-b83ef4f4b149",
"risk_score": 67.31,
"confidence": 0.19
} | null | null | null | null | null | No additional info | AI system model_access by obarry No additional info | model_access | null | null | obarry | null | null | null | null | null | null | null | null | null | null | null | null | model-21914b97 | 77b1d0ff6d7f5266b5c2efd0667e0e1d | e7382ca1af2c9cf9bc18e786c278819679ab5c34 | null | null |
622206a2-d1c9-43f2-9d3b-9fd03abda160 | 2025-05-07T09:40:06 | cloud | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|info| desc=Cloud storage_access in OCI by newtoncarrie No additional info | {
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "e3783c354c40d6a9a61a1f66c6c6594119546f3d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/5.0)",
"session_id": "eb890dfd-fea4-4cbc-9d38-011dda18da71",
"risk_score": 79.53,
"confidence": 0.55
} | null | null | null | null | null | No additional info | Cloud storage_access in OCI by newtoncarrie No additional info | storage_access | null | null | newtoncarrie | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-33da954d |
74c73cfb-489c-4184-9390-42217552ee99 | 2025-02-24T18:25:40 | ai | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by whitejennifer No additional info noise=today|should|risk | {
"geo_location": "Nepal",
"device_hash": "a97af34c7d95945f58e24a672aa153772b7db279",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.0; Trident/3.1)",
"session_id": "9ba4d608-afcc-47cd-bb83-97b29dc6ae18",
"risk_score": 65.39,
"confidence": 0.05
} | null | null | null | null | null | No additional info | AI system prompt_injection by whitejennifer No additional info | prompt_injection | null | null | whitejennifer | null | null | null | null | null | null | null | null | null | null | null | null | model-a3f92f2e | c1a16e0b3127af5763bfa79c48422e8f | e3e736bd172cb5382e064200def10af0 | null | null |
8a9980a1-a67f-4af8-9ec3-23fe32641d32 | 2025-03-08T21:24:41 | endpoint | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint powershell_exec /determine/star.tiff by rsmith Associated Threat Actor: BlueNoroff noise=wp-content/category | {
"geo_location": "Maldives",
"device_hash": "ca25df52c43eb4e79997b80e115cf2056f86ecd5",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/534.23.4 (KHTML, like Gecko) Version/5.0 Safari/534.23.4",
"session_id": "cdff545c-1078-4d85-9f9f-b3fdf486e052",
"risk_score": 50.44,
"confidence": 0.41
} | null | null | null | null | null | Associated Threat Actor: BlueNoroff | Endpoint powershell_exec /determine/star.tiff by rsmith Associated Threat Actor: BlueNoroff | powershell_exec | null | null | rsmith | /determine/star.tiff | 4,568 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
eb39b98e-329f-4101-a697-2570d8fac6e6 | 2025-06-16T06:58:13 | auth | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|medium| desc=Auth challenge for franklinolivia via key from 39.0.133.28 MITRE Technique: T1547.001 noise=B57B0553 | {
"geo_location": "Germany",
"device_hash": "7d5e8cd9ec60ec7a08bef4c13427876bfd8219ed3468082453da4cda101a7d23",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; an-ES) AppleWebKit/531.39.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B119 Safari/6531.39.2",
"session_id": "fcb6bf05-739a-421a-ad78-4a84d3d8d1a6",
"risk_score": 48.46,
"confidence": 0.52
} | 39.0.133.28 | null | null | null | null | MITRE Technique: T1547.001 | Auth challenge for franklinolivia via key from 39.0.133.28 MITRE Technique: T1547.001 | challenge | null | null | franklinolivia | null | null | null | null | null | null | null | null | null | null | key | 8e:45:b6:9e:bf:f7 | null | null | null | null | null |
dfc1c3b7-f7b6-4b92-a544-0d5bd265e488 | 2025-06-03T03:35:46 | ai | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|medium| desc=AI system model_access by laurasanchez No additional info | {
"geo_location": "Czech Republic",
"device_hash": "1b2710907be4827167283ad148f327f450c85b54",
"user_agent": "Opera/8.18.(X11; Linux i686; sa-IN) Presto/2.9.161 Version/12.00",
"session_id": "e0d92d39-7641-431b-a9a5-f2d6a5f96354",
"risk_score": 68.82,
"confidence": 0.44
} | null | null | null | null | null | No additional info | AI system model_access by laurasanchez No additional info | model_access | null | null | laurasanchez | null | null | null | null | null | null | null | null | null | null | null | null | model-0ac6d19f | a26c19581c04d516b22464daf4efcc6d | 6b092ea7e2f7bfefb14581e964b2e08a8202028e819a721201930e01c05a0e89 | null | null |
6f185991-84c1-4313-96c5-25828d60ba2b | 2025-05-13T09:46:51 | iot | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor command_injection No additional info | {
"geo_location": "Swaziland",
"device_hash": "da2089b3a4f85a2f31cdad722f343f920ae9fac7",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; doi-IN) AppleWebKit/535.9.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6535.9.5",
"session_id": "5b5ae4d1-2a59-4826-9416-670926cc4185",
"risk_score": 27.28,
"confidence": 0.71
} | null | null | null | null | null | No additional info | IoT device Sensor command_injection No additional info | command_injection | null | null | null | null | null | null | null | Sensor | iot-d387114d | 2.0 | null | null | null | null | null | null | null | null | null | null |
bab655fe-f955-44db-aabf-e63068729be0 | 2029-09-10T02:02:21 | cloud | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|info| desc=Cloud instance_creation in GCP by barryjon MITRE Technique: T1071.001 | {
"geo_location": "Russian Federation",
"device_hash": "7507f39decb43829ab1306db0d8bdb682ec85268465a94172f3a91838b5befc6",
"user_agent": "Opera/8.21.(Windows NT 4.0; mr-IN) Presto/2.9.160 Version/10.00",
"session_id": "eff2e0cd-1ced-4a39-bf1f-1a3cc19a02a0",
"risk_score": 82.71,
"confidence": 0.56
} | null | null | null | null | null | MITRE Technique: T1071.001 | Cloud instance_creation in GCP by barryjon MITRE Technique: T1071.001 | instance_creation | null | null | barryjon | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-750919e3 |
d687ed0f-77ea-4638-b293-3fd11b92730d | 2025-07-10T23:56:54 | network | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|critical| desc=Network beaconing from 10.163.161.230 to 191.111.242.84 Associated Threat Actor: Conti | {
"geo_location": "Pakistan",
"device_hash": "028b945c64e31f177b7f3c6760d3a06a077ffae7",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; cy-GB) AppleWebKit/534.26.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6534.26.1",
"session_id": "32c7bde9-a7e0-4c91-8455-6e407c096f85",
"risk_score": 43.51,
"confidence": 0.72
} | 10.163.161.230 | 191.111.242.84 | null | null | null | Associated Threat Actor: Conti | Network beaconing from 10.163.161.230 to 191.111.242.84 Associated Threat Actor: Conti | beaconing | 52,474 | HTTPS | null | null | null | null | {
"baseline_deviation": 1.51,
"entropy": 6.47,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
185c9394-2ddb-455b-9352-fb4d37e33cb4 | 2025-04-17T13:34:09 | network | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|info| desc=Network latency_spike from 125.95.142.104 to 10.30.241.185 MITRE Technique: T1566.001 | {
"geo_location": "Senegal",
"device_hash": "69b3b3eca667a07ba002e16ab4a5033f4d2cc25de7e821b22bec2679960aff4a",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/48.0.823.0 Safari/536.2",
"session_id": "a5066158-7360-48af-a4be-a52370748b16",
"risk_score": 38.09,
"confidence": 0.55
} | 125.95.142.104 | 10.30.241.185 | null | null | null | MITRE Technique: T1566.001 | Network latency_spike from 125.95.142.104 to 10.30.241.185 MITRE Technique: T1566.001 | latency_spike | 828,887 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5245102e-b3d7-4642-b891-d9dff0cabc70 | 2025-03-02T18:38:25 | endpoint | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection big by adam26 No additional info | {
"geo_location": "Sierra Leone",
"device_hash": "1d343de48bbf6194619c8f9eea3371176e6c9471e66b19ace2b9e2dcded376b6",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/54.0.862.0 Safari/534.1",
"session_id": "f4b8e44c-e951-403b-959b-412733c0692b",
"risk_score": 33.32,
"confidence": 0.12
} | null | null | null | null | null | No additional info | Endpoint memory_injection big by adam26 No additional info | memory_injection | null | null | adam26 | big | 1,536 | svchost.exe | {
"baseline_deviation": 2.42,
"entropy": 5.52,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
a13cc9c0-4d0c-4401-84b1-8e59c0fe8860 | 2025-03-11T04:36:46 | firewall | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall inspect HTTP traffic from 66.51.211.176:107 to 184.255.158.146:35026 No additional info | {
"geo_location": "Myanmar",
"device_hash": "c7f1c93830de17258c54d0434946933383cd04b4d159d171d4335eb785e98498",
"user_agent": "Mozilla/5.0 (Android 5.0.1; Mobile; rv:55.0) Gecko/55.0 Firefox/55.0",
"session_id": "85e09fef-3db9-402e-9d6d-2cad5ea8cd02",
"risk_score": 36.92,
"confidence": 0.26
} | 66.51.211.176 | 184.255.158.146 | null | null | null | No additional info | Firewall inspect HTTP traffic from 66.51.211.176:107 to 184.255.158.146:35026 No additional info | inspect | 938,548 | HTTP | null | null | null | null | null | null | null | null | 107 | 35,026 | 1,158 | null | null | null | null | null | null | null |
051d5cc4-e5ca-4436-8c35-e20da53146fc | 2025-04-14T07:50:55 | firewall | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|high| desc=Firewall drop HTTPS traffic from 194.177.127.140:786 to 202.113.79.22:37600 MITRE Technique: T1110.003 | {
"geo_location": "Martinique",
"device_hash": "0b31674e5da726e5d88c08cc7896e27c",
"user_agent": "Mozilla/5.0 (Android 8.1.0; Mobile; rv:9.0) Gecko/9.0 Firefox/9.0",
"session_id": "939da367-3062-4917-a150-42af8d693161",
"risk_score": 21.53,
"confidence": 0.19
} | 194.177.127.140 | 202.113.79.22 | null | null | null | MITRE Technique: T1110.003 | Firewall drop HTTPS traffic from 194.177.127.140:786 to 202.113.79.22:37600 MITRE Technique: T1110.003 | drop | 986,139 | HTTPS | null | null | null | null | null | null | null | null | 786 | 37,600 | 208 | null | null | null | null | null | null | null |
ec2359dd-7a8f-4bb4-a3e6-7798bfbdc14c | 2025-06-10T00:51:01 | endpoint | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|info| desc=Endpoint persistence_mechanism /increase/onto.wav by aaron05 No additional info | {
"geo_location": "Puerto Rico",
"device_hash": "fe3b3e0d07b081b78c64986e568e87245160735074125f144a86e01198e1965c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/3.0)",
"session_id": "a6fd45d8-a2a8-46fa-b70c-5bb0b47e8a9c",
"risk_score": 45.17,
"confidence": 0.96
} | null | null | null | null | null | No additional info | Endpoint persistence_mechanism /increase/onto.wav by aaron05 No additional info | persistence_mechanism | null | null | aaron05 | /increase/onto.wav | 5,625 | powershell.exe | {
"baseline_deviation": 2.31,
"entropy": 2.42,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
81ebaa0e-3232-4dc7-bff8-d5db5369a748 | 2025-01-16T13:02:12 | firewall | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow HTTP traffic from 10.112.43.107:613 to 49.110.185.236:940 No additional info | {
"geo_location": "Honduras",
"device_hash": "cc39a2222f8d72356c6c4b22164155cb6db65550f51bab577d92a9ea669d15ba",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Win 9x 4.90; Trident/4.1)",
"session_id": "ffe5958f-3823-45c5-8fc8-e2cb7eee1727",
"risk_score": 4.55,
"confidence": 0.83
} | 10.112.43.107 | 49.110.185.236 | null | null | null | No additional info | Firewall allow HTTP traffic from 10.112.43.107:613 to 49.110.185.236:940 No additional info | allow | 378,694 | HTTP | null | null | null | null | null | null | null | null | 613 | 940 | 501 | null | null | null | null | null | null | null |
daff9239-e37d-459f-8e09-b25c92a5cb78 | 2025-06-13T18:22:19 | cloud | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud instance_creation in Azure by jody49 No additional info | {
"geo_location": "Pakistan",
"device_hash": "4b3a56af4f258d8d5bd62d9bd64ad4c1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.0; Trident/4.1)",
"session_id": "38b36969-72f6-4748-8a29-291fe279897b",
"risk_score": 43.11,
"confidence": 0.76
} | null | null | null | null | null | No additional info | Cloud instance_creation in Azure by jody49 No additional info | instance_creation | null | null | jody49 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-ceed74a2 |
00a98780-0a03-40a8-9610-9d82d5d13e6a | 2025-05-08T21:23:00 | cloud | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in Alibaba by olsonryan No additional info | {
"geo_location": "Tajikistan",
"device_hash": "dc5b17c99ce93dbf6d8fcfdf49d0ae11",
"user_agent": "Mozilla/5.0 (Windows NT 11.0; ber-MA; rv:1.9.0.20) Gecko/4839-07-06 21:06:13 Firefox/9.0",
"session_id": "8f50f963-e5ee-47a8-aa27-dac2e69501d0",
"risk_score": 12.96,
"confidence": 0.51
} | null | null | null | null | null | No additional info | Cloud lambda_execution in Alibaba by olsonryan No additional info | lambda_execution | null | null | olsonryan | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-6d0aff3f |
e0f9810b-5078-49f3-a9c1-9b5e35f4362a | 2025-06-20T17:47:16 | ids_alert | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|medium| desc=OSSEC Alert: Brute Force detected from 137.233.162.202 targeting 220.119.56.181 No additional info | {
"geo_location": "Papua New Guinea",
"device_hash": "b847aae9433751f080594922cd1ffc6c46c22dab",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/3.0)",
"session_id": "ba74ccdd-77ef-4e30-a12f-15472e294185",
"risk_score": 67.18,
"confidence": 0.89
} | 137.233.162.202 | 220.119.56.181 | Brute Force | SIG-2075 | Recon | No additional info | OSSEC Alert: Brute Force detected from 137.233.162.202 targeting 220.119.56.181 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
70734ebe-536b-4530-91c8-2eabc8856d77 | 2025-04-07T01:46:41 | cloud | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in OCI by petersonbrian MITRE Technique: T1078.004 | {
"geo_location": "Mongolia",
"device_hash": "825e82639ce48e5432e2605a2831e377e028e734fc304129c5d8765338bb563e",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_6 rv:5.0; ta-LK) AppleWebKit/531.36.1 (KHTML, like Gecko) Version/4.1 Safari/531.36.1",
"session_id": "653316a8-ca48-41c8-a68c-c5fe7a529f8e",
"risk_score": 50.6,
"confidence": 0.15
} | null | null | null | null | null | MITRE Technique: T1078.004 | Cloud lambda_execution in OCI by petersonbrian MITRE Technique: T1078.004 | lambda_execution | null | null | petersonbrian | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-67cece65 |
645c9e99-2916-4385-a22b-4620f5d164f6 | 2025-02-11T21:17:23 | iot | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|critical| desc=IoT device Camera protocol_violation Unconventional IOC: TPM attestation failures | {
"geo_location": "Zimbabwe",
"device_hash": "64e3f802a5cb1fd1f6806de336d95a95",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/5259-04-21 23:53:27 Firefox/3.6.14",
"session_id": "e0edb752-3ac8-4ca0-9f3b-567b9fb274ab",
"risk_score": 59.97,
"confidence": 0.69
} | null | null | null | null | null | Unconventional IOC: TPM attestation failures | IoT device Camera protocol_violation Unconventional IOC: TPM attestation failures | protocol_violation | null | null | null | null | null | null | null | Camera | iot-ceea05f8 | 2.4 | null | null | null | null | null | null | null | null | null | null |
fdbb6066-b784-482d-bba4-6fe472f632c3 | 2025-06-08T01:09:48 | network | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|critical| desc=Network beaconing from 10.177.15.41 to 72.243.51.59 No additional info | {
"geo_location": "Peru",
"device_hash": "e5df15d792623e8f7f150e53e01ade8ab7e12a320613468ccc0b4d39f6a3b4bb",
"user_agent": "Opera/8.63.(X11; Linux x86_64; ky-KG) Presto/2.9.175 Version/12.00",
"session_id": "f43035d5-d1a8-4898-9177-3fe641ef133e",
"risk_score": 33.04,
"confidence": 0.71
} | 10.177.15.41 | 72.243.51.59 | null | null | null | No additional info | Network beaconing from 10.177.15.41 to 72.243.51.59 No additional info | beaconing | 311,598 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
df2b6c6d-9262-4829-8dc3-805604b20fa9 | 2025-02-18T05:24:33 | network | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|critical| desc=Network connection from 183.56.194.116 to 70.13.119.253 No additional info | {
"geo_location": "Tuvalu",
"device_hash": "e15efb0b09f22823fb036b6644a31e04d912622b",
"user_agent": "Opera/9.33.(Windows 98; id-ID) Presto/2.9.184 Version/11.00",
"session_id": "e8f49ccc-27b9-4eec-8aec-d96dd9ace292",
"risk_score": 45.65,
"confidence": 0.79
} | 183.56.194.116 | 70.13.119.253 | null | null | null | No additional info | Network connection from 183.56.194.116 to 70.13.119.253 No additional info | connection | 249,842 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cf424067-9975-4cad-b4c0-2d6c2596d215 | 2025-06-26T16:45:19 | endpoint | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_start shake by erik05 No additional info | {
"geo_location": "Belize",
"device_hash": "4ad109245b19cc3abb78e6e880a20342779dd2af",
"user_agent": "Opera/9.34.(X11; Linux x86_64; kok-IN) Presto/2.9.170 Version/11.00",
"session_id": "4cd05219-ef02-42a7-aa5b-45b51bbe6c6a",
"risk_score": 34.87,
"confidence": 0.8
} | null | null | null | null | null | No additional info | Endpoint process_start shake by erik05 No additional info | process_start | null | null | erik05 | shake | 6,154 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1f168767-13c2-4dd9-b6d5-4e5db8e7a7ae | 2025-06-29T15:48:02 | firewall | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|high| desc=Firewall allow NTP traffic from 192.177.14.192:404 to 98.225.161.247:623 No additional info | {
"geo_location": "Aruba",
"device_hash": "39a32850ecb22f30a932f2f52c4c8e08d7edc88d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/4.1)",
"session_id": "270381c3-9864-4896-87e3-a884e36f3ee1",
"risk_score": 50.84,
"confidence": 0.52
} | 192.177.14.192 | 98.225.161.247 | null | null | null | No additional info | Firewall allow NTP traffic from 192.177.14.192:404 to 98.225.161.247:623 No additional info | allow | 226,934 | NTP | null | null | null | null | null | null | null | null | 404 | 623 | 1,049 | null | null | null | null | null | null | null |
e945115e-ef97-4727-bd3e-741fd4f2b003 | 2025-04-19T01:58:17 | ai | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|high| desc=AI system model_inversion by hayesjorge No additional info noise=0CE92270 | {
"geo_location": "Philippines",
"device_hash": "15f78b50b97c13d907daef0db964fe0a7536547a",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.4) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/15.0.801.0 Safari/531.2",
"session_id": "84400165-db8c-45d9-8c42-7a8caeb16405",
"risk_score": 52.72,
"confidence": 0.33
} | null | null | null | null | null | No additional info | AI system model_inversion by hayesjorge No additional info | model_inversion | null | null | hayesjorge | null | null | null | null | null | null | null | null | null | null | null | null | model-a0344598 | ccd999140a3af564b3ba1469fe2fb4af6bb51250 | f5e382fff4da262f78fe425d6256e7788b17ed9d | null | null |
94665867-44ea-41a7-852d-07a524cd8030 | 2025-05-24T09:17:19 | cloud | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|high| desc=Cloud container_escape in GCP by jared74 MITRE Technique: T1566.001 | {
"geo_location": "Malta",
"device_hash": "95954e4b0de9ff2031e89c30023bb29cc4866466",
"user_agent": "Opera/9.87.(X11; Linux x86_64; oc-FR) Presto/2.9.190 Version/10.00",
"session_id": "d3ecc5f2-b9a9-45e8-bd77-382384c7cc26",
"risk_score": 66.32,
"confidence": 0.29
} | null | null | null | null | null | MITRE Technique: T1566.001 | Cloud container_escape in GCP by jared74 MITRE Technique: T1566.001 | container_escape | null | null | jared74 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-bbe3296d |
3d4fc26c-fb63-4436-a99f-45ea303e392f | 2025-05-10T21:11:03 | ids_alert | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|high| desc=CrowdStrike Alert: MFA Bypass detected from 157.5.67.184 targeting N/A No additional info | {
"geo_location": "Gambia",
"device_hash": "1274a43e1e72fc7814e1f7fc58e318ee0866a6a30448e1656619ec6772ed109f",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.5) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/62.0.857.0 Safari/531.1",
"session_id": "2d1b881c-b132-41ec-9add-cc66161dfcf2",
"risk_score": 57.68,
"confidence": 0.64
} | 157.5.67.184 | N/A | MFA Bypass | SIG-7757 | Malware | No additional info | CrowdStrike Alert: MFA Bypass detected from 157.5.67.184 targeting N/A No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cb79b106-73f0-471a-bab8-e27b178472b9 | 2025-02-10T12:10:50 | network | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|high| desc=Network disconnection from 18.20.207.174 to 50.231.30.101 MITRE Technique: T1543.003 | {
"geo_location": "Benin",
"device_hash": "66757c297c07f88064021c8bdf2729a40e5fc35d",
"user_agent": "Opera/8.10.(X11; Linux i686; brx-IN) Presto/2.9.188 Version/11.00",
"session_id": "51ba8758-61d2-46fe-b96c-b2ac1ff98730",
"risk_score": 37.13,
"confidence": 0.26
} | 18.20.207.174 | 50.231.30.101 | null | null | null | MITRE Technique: T1543.003 | Network disconnection from 18.20.207.174 to 50.231.30.101 MITRE Technique: T1543.003 | disconnection | 986,876 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
93b2f06d-39f2-4beb-a8a8-85ea49ff5426 | 2025-02-27T11:57:38 | auth | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|info| desc=Auth timeout for ocooper via passwordless from 120.244.255.168 MITRE Technique: T1486 | {
"geo_location": "Iran",
"device_hash": "6fe3e57a8a56d97ee6124c1829d6fed67f2699d7395c84bc1b0534c7bcb261e7",
"user_agent": "Opera/9.53.(Windows 98; lg-UG) Presto/2.9.163 Version/10.00",
"session_id": "a6e10c6b-3e70-4990-88b2-5c9895045736",
"risk_score": 62.8,
"confidence": 0.19
} | 120.244.255.168 | null | null | null | null | MITRE Technique: T1486 | Auth timeout for ocooper via passwordless from 120.244.255.168 MITRE Technique: T1486 | timeout | null | null | ocooper | null | null | null | null | null | null | null | null | null | null | passwordless | 17:9c:aa:67:f2:dd | null | null | null | null | null |
613b9b14-57d5-4226-8ab8-b254237a6cbe | 2025-05-19T10:47:29 | firewall | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|high| desc=Firewall inspect SSH traffic from 33.207.160.100:5603 to 118.194.211.45:30324 No additional info | {
"geo_location": "Israel",
"device_hash": "b8346b7483af56bd69a44619470eb564",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.0; Trident/3.1)",
"session_id": "4539367b-2b66-426b-a74a-759b6fd029ee",
"risk_score": 23.86,
"confidence": 0.86
} | 33.207.160.100 | 118.194.211.45 | null | null | null | No additional info | Firewall inspect SSH traffic from 33.207.160.100:5603 to 118.194.211.45:30324 No additional info | inspect | 956,955 | SSH | null | null | null | null | null | null | null | null | 5,603 | 30,324 | 3,461 | null | null | null | null | null | null | null |
e26c8be0-212b-4d89-8cfe-7ead07f3ba04 | 2025-05-05T18:43:48 | firewall | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|medium| desc=Firewall inspect SMB traffic from 164.211.98.96:678 to 183.167.223.239:968 MITRE Technique: T1134.001 | {
"geo_location": "Timor-Leste",
"device_hash": "ee6ea4196664ed6bdaae6a1675bfc840",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/49.0.867.0 Safari/531.2",
"session_id": "add5a6ff-a3ec-4637-b491-9bb471bf1ff2",
"risk_score": 40.36,
"confidence": 0.79
} | 164.211.98.96 | 183.167.223.239 | null | null | null | MITRE Technique: T1134.001 | Firewall inspect SMB traffic from 164.211.98.96:678 to 183.167.223.239:968 MITRE Technique: T1134.001 | inspect | 249,668 | SMB | null | null | null | null | null | null | null | null | 678 | 968 | 1,376 | null | null | null | null | null | null | null |
5fc39b76-6527-4591-ba27-6063a5563661 | 2025-02-02T19:45:33 | firewall | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|high| desc=Firewall drop SSH traffic from 99.170.99.47:165 to 197.149.128.149:488 No additional info | {
"geo_location": "Sri Lanka",
"device_hash": "7e5b8b8f425f2056af1cd8df95bcc242d0b28a17955ec3e5af92d53b827fbe05",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_7; rv:1.9.5.20) Gecko/5403-09-05 13:05:49 Firefox/3.6.3",
"session_id": "c8cd9227-6a3f-4607-a204-ec09b36a73f4",
"risk_score": 51.49,
"confidence": 0.61
} | 99.170.99.47 | 197.149.128.149 | null | null | null | No additional info | Firewall drop SSH traffic from 99.170.99.47:165 to 197.149.128.149:488 No additional info | drop | 314,094 | SSH | null | null | null | null | {
"baseline_deviation": 1.46,
"entropy": 5.73,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 165 | 488 | 1,104 | null | null | null | null | null | null | null |
22e3bb42-ab46-4584-9c53-23ad69eedf3d | 2025-01-27T05:18:26 | firewall | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine HTTP traffic from 210.106.131.176:58350 to 208.43.83.23:998 No additional info | {
"geo_location": "Suriname",
"device_hash": "24c33c21f18571a6a1cecadd61b7a0dd07f5ff9b981908ca78c510ee3f76c216",
"user_agent": "Mozilla/5.0 (Android 5.1; Mobile; rv:61.0) Gecko/61.0 Firefox/61.0",
"session_id": "24b6bea0-0c7e-4385-b42a-55db3ee38b5e",
"risk_score": 52.37,
"confidence": 0.53
} | 210.106.131.176 | 208.43.83.23 | null | null | null | No additional info | Firewall quarantine HTTP traffic from 210.106.131.176:58350 to 208.43.83.23:998 No additional info | quarantine | 946,245 | HTTP | null | null | null | null | {
"baseline_deviation": 2.38,
"entropy": 4.4,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 58,350 | 998 | 355 | null | null | null | null | null | null | null |
64bf5137-ef9c-44d2-95d4-be93a2c27316 | 2025-02-22T04:29:18 | endpoint | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint service_install too by upaul No additional info | {
"geo_location": "British Virgin Islands",
"device_hash": "a73d8f20bfefd3d089b5cfc93834af424b6f16aaa52f5ad8af7f4fb83fd89578",
"user_agent": "Opera/8.85.(Windows NT 6.2; mn-MN) Presto/2.9.163 Version/12.00",
"session_id": "daef17f5-6e4a-47e1-be9a-c66c56ef644b",
"risk_score": 45.02,
"confidence": 0.86
} | null | null | null | null | null | No additional info | Endpoint service_install too by upaul No additional info | service_install | null | null | upaul | too | 1,682 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
019e74f9-6518-4d90-8437-0bf7bb50d4c3 | 2025-02-13T15:22:36 | cloud | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in AWS by nmclaughlin No additional info | {
"geo_location": "Indonesia",
"device_hash": "b2f71def871ad841e18707045f7dc736",
"user_agent": "Opera/9.29.(Windows NT 6.0; ks-IN) Presto/2.9.170 Version/11.00",
"session_id": "e6f20f52-04d4-42bb-8157-c91373f23fd7",
"risk_score": 54.45,
"confidence": 0.73
} | null | null | null | null | null | No additional info | Cloud api_abuse in AWS by nmclaughlin No additional info | api_abuse | null | null | nmclaughlin | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-c7f1dc14 |
6c97bb5d-571e-409e-8683-98fd919c2520 | 2025-04-01T17:17:18 | ai | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|high| desc=AI system fine_tuning by zlam No additional info | {
"geo_location": "Bulgaria",
"device_hash": "17d8985e13a8a7f0228f76590354fe30",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; or-IN) AppleWebKit/535.13.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6535.13.6",
"session_id": "625521c3-bf9d-48a6-815e-8ceca02c69d2",
"risk_score": 38.99,
"confidence": 0.36
} | null | null | null | null | null | No additional info | AI system fine_tuning by zlam No additional info | fine_tuning | null | null | zlam | null | null | null | null | null | null | null | null | null | null | null | null | model-5066d55a | d91d92540a07038658f34ab34d3fc4cba581ce44e483f145a1a696ffa25fd958 | ff7237af56c97ea916fb0ac9b4d8bccf | null | null |
f66b3a4c-2fd5-4697-9d9e-5eb799998194 | 2025-01-29T01:08:21 | iot | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC side_channel No additional info | {
"geo_location": "Mexico",
"device_hash": "dc8a01566bc4e5a5a99ccf119adb422f0fab33e9bae32797cf3ec35c67526d72",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.3) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/52.0.899.0 Safari/536.2",
"session_id": "0af1bf2d-f64d-4d4b-8dff-0482bf268172",
"risk_score": 31.54,
"confidence": 0.88
} | null | null | null | null | null | No additional info | IoT device HVAC side_channel No additional info | side_channel | null | null | null | null | null | null | null | HVAC | iot-a84f8f44 | 6.4 | null | null | null | null | null | null | null | null | null | null |
8f1c3704-edc2-495f-91ab-8eee4aae6d26 | 2025-06-05T02:00:08 | ids_alert | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|low| desc=Microsoft Sentinel Alert: Port Scan detected from 221.2.197.79 targeting N/A No additional info | {
"geo_location": "Saint Helena",
"device_hash": "c1da05ddb123d43e5c81f57aef6b99a04e5f18a4",
"user_agent": "Mozilla/5.0 (Android 3.2; Mobile; rv:39.0) Gecko/39.0 Firefox/39.0",
"session_id": "ee59551b-c3af-4d4e-a9ce-67b7d95116e0",
"risk_score": 42.25,
"confidence": 0.14
} | 221.2.197.79 | N/A | Port Scan | SIG-4086 | Exploit | No additional info | Microsoft Sentinel Alert: Port Scan detected from 221.2.197.79 targeting N/A No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f4ed1d8f-2e77-4523-a5b9-a2e5a0e6625c | 2025-05-04T07:18:42 | iot | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|info| desc=IoT device Medical unusual_activity No additional info | {
"geo_location": "Algeria",
"device_hash": "0cbe2ac40e0b267ce0a062b1de9b9976641ad1d4",
"user_agent": "Opera/9.65.(Windows 98; ht-HT) Presto/2.9.172 Version/12.00",
"session_id": "5edfb954-89da-45d1-87a3-7879ad359713",
"risk_score": 54.45,
"confidence": 0.21
} | null | null | null | null | null | No additional info | IoT device Medical unusual_activity No additional info | unusual_activity | null | null | null | null | null | null | null | Medical | iot-ae7f1697 | 9.7 | null | null | null | null | null | null | null | null | null | null |
9d9683c7-ca3a-40b6-b623-4d1f3d9fab90 | 2025-05-22T00:05:31 | iot | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|high| desc=IoT device Medical battery_drain No additional info | {
"geo_location": "French Polynesia",
"device_hash": "04007c4b77deb3324ba702022d46bc2bf7c18039d3e164e06542c460bc76cb4d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/4.0)",
"session_id": "3a4ec74b-4440-4ddf-b9bc-082ca57d32b6",
"risk_score": 100,
"confidence": 0.43
} | null | null | null | null | null | No additional info | IoT device Medical battery_drain No additional info | battery_drain | null | null | null | null | null | null | null | Medical | iot-ea04bc8e | 4.0 | null | null | null | null | null | null | null | null | null | null |
46c43497-dcb1-497f-891b-5938adee2f15 | 2021-05-20T01:52:39 | cloud | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in OCI by elutz No additional info | {
"geo_location": "Sudan",
"device_hash": "45693c4b2eba954cf7554e2c0420cd15f39428187f3acc8f65b885c4b97a4201",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/532.8.1 (KHTML, like Gecko) Version/5.0.5 Safari/532.8.1",
"session_id": "da657d56-5429-49b2-a56a-a26cadbef3a5",
"risk_score": 62.08,
"confidence": 0.84
} | null | null | null | null | null | No additional info | Cloud shadow_it in OCI by elutz No additional info | shadow_it | null | null | elutz | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-5344ce23 |
38733b66-67c1-4246-b4f1-cac7bb440755 | 2025-07-02T04:45:54 | ai | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by lutzmanuel No additional info | {
"geo_location": "Armenia",
"device_hash": "c67aeb86d1dbe75d4bfa9adaf4a6fffb80b7c74d090e8eba3a456d1a28a39056",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/4.1)",
"session_id": "057c54c4-e6be-4097-b7e4-6f62981f50ab",
"risk_score": 38.9,
"confidence": 0.46
} | null | null | null | null | null | No additional info | AI system prompt_injection by lutzmanuel No additional info | prompt_injection | null | null | lutzmanuel | null | null | null | {
"baseline_deviation": 0.94,
"entropy": 5.62,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | model-c503e09e | 0857baaf8c78775d66057d2dd1e30f80a3d8d1730db6eb91ded46eda31837159 | 9c345276d31c717b3fa4386085744943d88a43ebf6d23628373ebc2a07aad249 | null | null |
86a4fd60-2623-43bc-bbc0-627dd5be3d9a | 2025-04-17T09:26:10 | iot | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|low| desc=IoT device Camera sensor_spoofing No additional info | {
"geo_location": "Saint Lucia",
"device_hash": "8c0c04a0f111402c3802c3c470caad88cdbb74e3",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) CriOS/34.0.899.0 Mobile/50W685 Safari/533.2",
"session_id": "b95ccb4d-f53a-4e5b-8dfd-f8df43af84e3",
"risk_score": 53.45,
"confidence": 0.97
} | null | null | null | null | null | No additional info | IoT device Camera sensor_spoofing No additional info | sensor_spoofing | null | null | null | null | null | null | null | Camera | iot-bda66dc3 | 2.5 | null | null | null | null | null | null | null | null | null | null |
b2ea5320-1330-4df2-ae83-4c13e1982ee5 | 2025-06-04T16:52:27 | ai | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|info| desc=AI system api_abuse by garrettsimpson No additional info | {
"geo_location": "Albania",
"device_hash": "ddac0e9ad06ac7941af8159daaa7eab4418f43e1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/4.1)",
"session_id": "0a7498f3-2584-43ab-aed0-cbb0d07dcaa7",
"risk_score": 27.33,
"confidence": 0.76
} | null | null | null | null | null | No additional info | AI system api_abuse by garrettsimpson No additional info | api_abuse | null | null | garrettsimpson | null | null | null | null | null | null | null | null | null | null | null | null | model-4d431866 | d87c94b9b4a162889fef9710b359e056383e85810c3dc4c9c6ba0133976194fe | d2ab221c5acdf89b7623ceaf22589deefc176889844e0ba1b70503dfc67dcd83 | null | null |
fc099cb0-8dea-447e-b4d9-162ee8eab5d0 | 2025-02-12T13:45:24 | cloud | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|info| desc=Cloud shadow_it in Azure by jamesjones No additional info | {
"geo_location": "Reunion",
"device_hash": "a65c00c327a666575428c204d97b9955c5dd97c0",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/532.43.6 (KHTML, like Gecko) Version/4.0 Safari/532.43.6",
"session_id": "3bc8cae2-5970-446f-a4ab-5b16461df8d1",
"risk_score": 66.96,
"confidence": 0.52
} | null | null | null | null | null | No additional info | Cloud shadow_it in Azure by jamesjones No additional info | shadow_it | null | null | jamesjones | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-b5e19ef3 |
bdc82687-61fa-4025-aec4-599d859e3b1d | 2025-06-25T18:19:13 | ai | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|critical| desc=AI system training_data_poisoning by stephanie10 No additional info | {
"geo_location": "Russia",
"device_hash": "e6e8dcce30fb6003e6a62eee19d6c9ae",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/3.0)",
"session_id": "18607975-7065-42d4-8b7e-0fbc06416c65",
"risk_score": 67.01,
"confidence": 0.47
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by stephanie10 No additional info | training_data_poisoning | null | null | stephanie10 | null | null | null | null | null | null | null | null | null | null | null | null | model-cf580ff8 | 65658c3ed60f5cc7e086fddacd2762137e57d4ed6b13d971d7930667feeac5b3 | 9d171fbf65dc0200206aa1c6fc9a2181 | null | null |
6c082b9d-2554-4736-8fac-4442471697b1 | 2026-08-07T10:02:17 | ai | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|high| desc=AI system membership_inference by youngchristopher No additional info | {
"geo_location": "Syrian Arab Republic",
"device_hash": "25cd8ac94f497f2d642f619714f786c4518b95b2feccb5dda1d816e2ad9b416f",
"user_agent": "Opera/8.14.(X11; Linux x86_64; am-ET) Presto/2.9.190 Version/12.00",
"session_id": "5e519f03-2ba8-43cb-92ba-b86fd2c4e4cd",
"risk_score": 56.28,
"confidence": 0.76
} | null | null | null | null | null | No additional info | AI system membership_inference by youngchristopher No additional info | membership_inference | null | null | youngchristopher | null | null | null | null | null | null | null | null | null | null | null | null | model-adab79bc | db42f548f6796310dbef993af3a0e633 | ab26de1db5d52ed0372768c24ca558c3a52e3458 | null | null |
1f38fb9b-709b-49c8-a89d-1a3ca16bb453 | 2025-06-15T23:21:04 | cloud | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|critical| desc=Cloud lambda_execution in AWS by trevinotravis No additional info | {
"geo_location": "Tokelau",
"device_hash": "f1d72cd3cfc377499cd61280b4088e22805aae94",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 7_1_2 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) CriOS/32.0.836.0 Mobile/42C173 Safari/534.0",
"session_id": "2201a261-2057-4cd4-a3a2-5c4f49704386",
"risk_score": 37.74,
"confidence": 0.09
} | null | null | null | null | null | No additional info | Cloud lambda_execution in AWS by trevinotravis No additional info | lambda_execution | null | null | trevinotravis | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-f21cd381 |
32786e17-9666-4ebf-8681-50631812633d | 2025-01-16T15:10:34 | ai | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|high| desc=AI system prompt_injection by xhiggins No additional info noise=yes|though|sea | {
"geo_location": "Guinea",
"device_hash": "85d0176b0d7b7341784cfd7cdc366765ebd1da00",
"user_agent": "Opera/9.58.(X11; Linux x86_64; ca-ES) Presto/2.9.176 Version/12.00",
"session_id": "addfae05-5cf5-4ec7-b21a-c2a3d17fc06a",
"risk_score": 62.4,
"confidence": 0.51
} | null | null | null | null | null | No additional info | AI system prompt_injection by xhiggins No additional info | prompt_injection | null | null | xhiggins | null | null | null | null | null | null | null | null | null | null | null | null | model-15438bad | 95e6d9dbcf9d867e4c59e9e4831cccef769bfc24b97edf87b0365a7768065006 | ad66ef5289927cacc57491e386939b5241fcdb53142bac6406ff8c94b3365db2 | null | null |
2ee06c55-f3d2-44e4-97fe-b53d14228a1e | 2025-04-06T13:24:48 | auth | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth failed for deleonstephen via MFA from 121.11.23.51 No additional info | {
"geo_location": "Faroe Islands",
"device_hash": "d0225415e05711180eb8ca1ca248d1239674e7bf",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/27.0.892.0 Safari/536.0",
"session_id": "ceee822c-bfb3-4a4d-8fa8-c1e2c3fd8038",
"risk_score": 36.14,
"confidence": 0.99
} | 121.11.23.51 | null | null | null | null | No additional info | Auth failed for deleonstephen via MFA from 121.11.23.51 No additional info | failed | null | null | deleonstephen | null | null | null | null | null | null | null | null | null | null | MFA | 46:40:59:fa:01:5b | null | null | null | null | null |
87d5409f-b1a5-4cc6-87f1-bb16ac1be311 | 2025-03-27T00:29:22 | network | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|low| desc=Network connection from 136.198.221.106 to 59.157.4.117 No additional info | {
"geo_location": "Syrian Arab Republic",
"device_hash": "05062d874921fcb63900cae75c5da650e3afdc02",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; so-KE; rv:1.9.1.20) Gecko/9248-02-10 06:26:38 Firefox/3.8",
"session_id": "f3b5f383-92ab-4a83-829b-682fa851edd6",
"risk_score": 58.06,
"confidence": 0.33
} | 136.198.221.106 | 59.157.4.117 | null | null | null | No additional info | Network connection from 136.198.221.106 to 59.157.4.117 No additional info | connection | 906,692 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
17b0b038-bc57-4950-8629-952ad62e92cb | 2025-03-30T04:06:53 | iot | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|low| desc=IoT device Sensor physical_tamper No additional info | {
"geo_location": "Brunei Darussalam",
"device_hash": "801fac560d3730a80c88070059cce15c4b74612a83bb8c03c194bbcb5af295bf",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/4.0)",
"session_id": "2526b179-41ef-4a63-8b81-921b4c1ec331",
"risk_score": 54.31,
"confidence": 0.97
} | null | null | null | null | null | No additional info | IoT device Sensor physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Sensor | iot-e6ff1957 | 2.0 | null | null | null | null | null | null | null | null | null | null |
de2fc481-83ac-4a82-9d5a-ea54c80ecb25 | 2025-03-05T07:28:58 | ai | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|low| desc=AI system fine_tuning by pmartin No additional info noise=blog/explore/categories | {
"geo_location": "Mauritius",
"device_hash": "cc17916d47a24f448d237c8737108acc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/5.0)",
"session_id": "ca8c06c8-60ea-49ea-aead-0a2c152612d3",
"risk_score": 49.59,
"confidence": 0.09
} | null | null | null | null | null | No additional info | AI system fine_tuning by pmartin No additional info | fine_tuning | null | null | pmartin | null | null | null | null | null | null | null | null | null | null | null | null | model-09cd000a | 24c00b4b6971308cfa2002dad2cc85fd | e1bed6c60b1af85958b5ebe63615186de4b12181 | null | null |
98a3982c-d797-4f6f-a7e0-ac14a407e22f | 2025-03-10T02:00:48 | cloud | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in OCI by zthomas No additional info | {
"geo_location": "French Guiana",
"device_hash": "e3ac10d0b1b0ad25a485df5a9d46a9883a674006",
"user_agent": "Mozilla/5.0 (Linux; Android 5.0.1) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/37.0.830.0 Safari/532.1",
"session_id": "0b418025-244c-4298-a8bb-54cc7639ed9f",
"risk_score": 69,
"confidence": 0.24
} | null | null | null | null | null | No additional info | Cloud lambda_execution in OCI by zthomas No additional info | lambda_execution | null | null | zthomas | null | null | null | {
"baseline_deviation": 1.43,
"entropy": 2.7,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | OCI | res-955a80cc |
164315ed-2dfd-4da6-a24e-36ac190b7b96 | 2025-05-27T06:20:25 | ai | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|low| desc=AI system api_abuse by zstone No additional info | {
"geo_location": "Burkina Faso",
"device_hash": "f2a897104789238e6a930381f1fc1d4904791c4e66969139ca2fb0185b0ee272",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/3.1)",
"session_id": "16a5a5bc-3050-48bf-b9f9-f28221e053b1",
"risk_score": 51.21,
"confidence": 0.66
} | null | null | null | null | null | No additional info | AI system api_abuse by zstone No additional info | api_abuse | null | null | zstone | null | null | null | null | null | null | null | null | null | null | null | null | model-57d5f328 | 9b1609273caaa4650f23b44814cee960b9682ddc | 41a5eac057c11c0e14f2338ddbe17ba8c1ac941c | null | null |
16690a39-b1f1-41a7-bab9-7cde8740ab9e | 2025-06-17T21:56:31 | ai | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|low| desc=AI system training_data_poisoning by seanlopez No additional info | {
"geo_location": "Seychelles",
"device_hash": "3b8df696bfc39f1c3bff7e38426f876fc28deb65",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/3.1)",
"session_id": "d7d051e2-89d2-4aec-91a5-0b01749f6f43",
"risk_score": 40.34,
"confidence": 0.61
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by seanlopez No additional info | training_data_poisoning | null | null | seanlopez | null | null | null | null | null | null | null | null | null | null | null | null | model-0ea41476 | b82e1d70b084827bccf28bffd1d1bfe894e306d4 | a7d717d5d40a0012d43158b3043144fc7692de46 | null | null |
3e06e4ea-aea1-4302-9e82-96934d327aa5 | 2025-04-02T07:53:20 | network | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|high| desc=Network bandwidth_usage from 219.252.30.169 to 56.246.19.226 Possible protocol tunneling | {
"geo_location": "Equatorial Guinea",
"device_hash": "b5bcf46655bd64663a4375ee6c9ba6a5431e1d57",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; ss-ZA; rv:1.9.1.20) Gecko/7611-01-29 10:55:35 Firefox/4.0",
"session_id": "b1c8a5a5-e43f-4988-a7ca-c073b780196c",
"risk_score": 31.71,
"confidence": 0.58
} | 219.252.30.169 | 56.246.19.226 | null | null | null | Possible protocol tunneling | Network bandwidth_usage from 219.252.30.169 to 56.246.19.226 Possible protocol tunneling | bandwidth_usage | 326,510 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d3acdaeb-b8f5-45d9-bf5c-87162caa4b4f | 2025-04-10T10:17:24 | endpoint | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_stop /name/way.json by brownerin MITRE Technique: T1574.002 noise=tags/list/posts | {
"geo_location": "India",
"device_hash": "c4d4f56b29d5857e4697e78acb14830e6da94101",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3_1 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) CriOS/47.0.855.0 Mobile/40A154 Safari/534.2",
"session_id": "f53f70f5-b992-4f8b-915f-0d5798d10e81",
"risk_score": 48.07,
"confidence": 0.73
} | null | null | null | null | null | MITRE Technique: T1574.002 | Endpoint process_stop /name/way.json by brownerin MITRE Technique: T1574.002 | process_stop | null | null | brownerin | /name/way.json | 3,910 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5ce09a6d-b6b6-4ccc-8644-4a6e75a3e70d | 2025-03-07T08:59:57 | firewall | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow UDP traffic from 94.56.109.239:98 to 162.50.123.134:429 No additional info | {
"geo_location": "Cook Islands",
"device_hash": "7b202be5f9b708587f1325db03653e10",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/26.0.806.0 Safari/534.2",
"session_id": "5a21d09d-c74e-409d-b030-919bbadc8ab6",
"risk_score": 63.62,
"confidence": 0.65
} | 94.56.109.239 | 162.50.123.134 | null | null | null | No additional info | Firewall allow UDP traffic from 94.56.109.239:98 to 162.50.123.134:429 No additional info | allow | 409,146 | UDP | null | null | null | null | null | null | null | null | 98 | 429 | 3,437 | null | null | null | null | null | null | null |
f4fb962b-2d03-47bb-b83e-0fffe3c44514 | 2025-05-25T04:42:50 | auth | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|info| desc=Auth success for robertsingleton via password from 51.189.123.168 No additional info | {
"geo_location": "Sudan",
"device_hash": "8eacaa38e39d7dd18db505ccf0dbb079a9dc9724",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_9) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/54.0.842.0 Safari/534.0",
"session_id": "18a46476-a045-487f-ba21-9134f232b814",
"risk_score": 71.68,
"confidence": 0.94
} | 51.189.123.168 | null | null | null | null | No additional info | Auth success for robertsingleton via password from 51.189.123.168 No additional info | success | null | null | robertsingleton | null | null | null | null | null | null | null | null | null | null | password | 90:ff:e1:71:81:0c | null | null | null | null | null |
f7aa849f-4dcc-4563-a3be-b1dda95fac73 | 2025-06-11T08:41:46 | firewall | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall deny SMB traffic from 73.90.243.224:10269 to 185.156.27.84:640 No additional info | {
"geo_location": "Saint Kitts and Nevis",
"device_hash": "ccf964cf25eb24377f9875cb353b5af7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/4.0)",
"session_id": "c64eab47-01dc-4655-bb24-bd3de458e99a",
"risk_score": 33.87,
"confidence": 0.7
} | 73.90.243.224 | 185.156.27.84 | null | null | null | No additional info | Firewall deny SMB traffic from 73.90.243.224:10269 to 185.156.27.84:640 No additional info | deny | 632,299 | SMB | null | null | null | null | {
"baseline_deviation": 2.96,
"entropy": 4.1,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 10,269 | 640 | 1,301 | null | null | null | null | null | null | null |
99f4b3cc-025d-4935-9c3f-9f3fcf671674 | 2025-05-29T20:37:35 | ai | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|high| desc=AI system prompt_injection by gentryjames MITRE Technique: T1059.001 | {
"geo_location": "Bahamas",
"device_hash": "6fc26a43f4fe189148535fa878ec41f5",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_3 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/58.0.895.0 Mobile/08E608 Safari/535.2",
"session_id": "6c585bc7-7d58-41a0-9e09-bc1831f7f9a5",
"risk_score": 70.74,
"confidence": 0.42
} | null | null | null | null | null | MITRE Technique: T1059.001 | AI system prompt_injection by gentryjames MITRE Technique: T1059.001 | prompt_injection | null | null | gentryjames | null | null | null | null | null | null | null | null | null | null | null | null | model-7ebe8943 | 19dde94105ecd77d495999e065f9c781fb7161c8 | 4e65ff247890cd5638258bcb1f023e6ae558b7361adf8c8de29dbf7255b2b07e | null | null |
d3899490-9d77-4847-a4f3-ed950ee41242 | 2025-04-30T21:46:36 | cloud | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|critical| desc=Cloud container_escape in AWS by jennarobles No additional info | {
"geo_location": "New Zealand",
"device_hash": "7c5470754a82d89b459d2453e68a5578106935e7",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/46.0.854.0 Safari/535.2",
"session_id": "1bd91db7-77c8-4bac-ba87-5b3e648faa73",
"risk_score": 32.47,
"confidence": 0.74
} | null | null | null | null | null | No additional info | Cloud container_escape in AWS by jennarobles No additional info | container_escape | null | null | jennarobles | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-0cc8725c |
f3f10b02-e7c7-494b-b3d4-c15f313ce326 | 2025-02-13T10:13:15 | iot | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat side_channel No additional info | {
"geo_location": "Aruba",
"device_hash": "5a2b5b4aaa158581e5a1ad065b22c5810ca0d68c29d2135fcdb9c36bd4763ca2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 10.0; Trident/5.0)",
"session_id": "dfe99d85-069c-4f05-a015-f0e06921e6f1",
"risk_score": 77.66,
"confidence": 0.48
} | null | null | null | null | null | No additional info | IoT device Thermostat side_channel No additional info | side_channel | null | null | null | null | null | null | null | Thermostat | iot-1b5bef8e | 8.2 | null | null | null | null | null | null | null | null | null | null |
8663c373-3758-4a84-9aaa-8ec49c5d1375 | 2025-01-27T04:56:04 | iot | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor unusual_activity Associated Threat Actor: REvil | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "b109b6bae87146764390292df14d8899d0f8f5f2",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/534.18.2 (KHTML, like Gecko) Version/5.0 Safari/534.18.2",
"session_id": "bdc5e309-3a1a-483f-a569-57764b63d960",
"risk_score": 56.91,
"confidence": 0.87
} | null | null | null | null | null | Associated Threat Actor: REvil | IoT device Sensor unusual_activity Associated Threat Actor: REvil | unusual_activity | null | null | null | null | null | null | null | Sensor | iot-fe4f9d69 | 6.7 | null | null | null | null | null | null | null | null | null | null |
132c22de-a2f4-486b-897e-d0343587c9bd | 2025-03-30T06:11:45 | ids_alert | Zeek v5.0.0 | emergency | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Zeek Alert: Supply Chain Compromise detected from 186.41.212.172 targeting 166.116.226.216 MITRE Technique: T1218.011 | {
"geo_location": "Netherlands Antilles",
"device_hash": "155134f9f9409c0af92b5f7b5b8960fef83b18dc",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_5_7; rv:1.9.3.20) Gecko/6745-09-15 00:47:32 Firefox/3.6.2",
"session_id": "c6117d28-b3ad-4d51-8c75-959f73fba0eb",
"risk_score": 75.05,
"confidence": 0.73
} | 186.41.212.172 | 166.116.226.216 | Supply Chain Compromise | SIG-1486 | Recon | MITRE Technique: T1218.011 | Zeek Alert: Supply Chain Compromise detected from 186.41.212.172 targeting 166.116.226.216 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 |
49a39a77-6e21-4869-854a-d7a9763360c1 | 2025-04-29T03:41:01 | ids_alert | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|critical| desc=CrowdStrike Alert: Supply Chain Compromise detected from 83.158.34.103 targeting 195.41.20.191 MITRE Technique: T1134.001 | {
"geo_location": "Kuwait",
"device_hash": "75d08d8265e38352e4b8a3345df6f3ca",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90; ak-GH; rv:1.9.2.20) Gecko/9280-03-04 00:18:48 Firefox/3.8",
"session_id": "705a114c-b88b-45de-8fac-a373f9f121b1",
"risk_score": 55.3,
"confidence": 0.27
} | 83.158.34.103 | 195.41.20.191 | Supply Chain Compromise | SIG-3516 | Evasion | MITRE Technique: T1134.001 | CrowdStrike Alert: Supply Chain Compromise detected from 83.158.34.103 targeting 195.41.20.191 MITRE Technique: T1134.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a811d8e2-2985-4c3e-8e4d-81248128979a | 2025-01-14T06:12:51 | iot | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera physical_tamper No additional info | {
"geo_location": "Sierra Leone",
"device_hash": "63a5d7dbc0f73cda8df3e7433318d5216ed2400834808ae948f387591ee4bddc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/3.1)",
"session_id": "de9dba38-f24f-47f0-82b1-bc8e6d43c17f",
"risk_score": 27.15,
"confidence": 0.43
} | null | null | null | null | null | No additional info | IoT device Camera physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Camera | iot-4c694f45 | 7.8 | null | null | null | null | null | null | null | null | null | null |
c276a694-376b-475b-a34a-450566d3ddac | 2025-01-26T09:08:57 | iot | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|info| desc=IoT device Medical side_channel No additional info | {
"geo_location": "Gambia",
"device_hash": "a2f43dec77a925b45693ed97311819d7dfa6c071",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_1; rv:1.9.3.20) Gecko/4947-07-01 21:43:54 Firefox/10.0",
"session_id": "e27351a2-e861-414b-8f45-be3a27db4305",
"risk_score": 34.52,
"confidence": 0.99
} | null | null | null | null | null | No additional info | IoT device Medical side_channel No additional info | side_channel | null | null | null | null | null | null | null | Medical | iot-08fd34e7 | 6.7 | null | null | null | null | null | null | null | null | null | null |
e7aa263c-d17a-4b21-8d0d-ea7478249624 | 2025-05-24T16:26:36 | network | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 12.194.137.116 to 10.87.53.105 No additional info | {
"geo_location": "Egypt",
"device_hash": "81ad100239093ac7da4bee41f7f082e0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 10.0; Trident/4.0)",
"session_id": "11ec0c99-473a-46ab-9aca-0618758353d3",
"risk_score": 36.64,
"confidence": 0.81
} | 12.194.137.116 | 10.87.53.105 | null | null | null | No additional info | Network bandwidth_usage from 12.194.137.116 to 10.87.53.105 No additional info | bandwidth_usage | 678,285 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cd12bf33-65c8-43ee-8f18-b22f26cbbd1f | 2025-03-20T02:40:10 | iot | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera unusual_activity No additional info | {
"geo_location": "Solomon Islands",
"device_hash": "98b4bc942518616f55f8ecc44d779b1c",
"user_agent": "Opera/8.76.(Windows CE; am-ET) Presto/2.9.165 Version/12.00",
"session_id": "6694f080-c359-4d42-911e-5955913cffe7",
"risk_score": 0,
"confidence": 0.28
} | null | null | null | null | null | No additional info | IoT device Camera unusual_activity No additional info | unusual_activity | null | null | null | null | null | null | null | Camera | iot-53c75bed | 8.5 | null | null | null | null | null | null | null | null | null | null |
fc306f8f-0502-4417-8f8c-34d44f109f2c | 2025-03-02T07:58:06 | firewall | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only UDP traffic from 204.1.114.90:49383 to 171.6.233.11:664 No additional info | {
"geo_location": "El Salvador",
"device_hash": "6633f8f8006d21bac18eb3d0a5750dec",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_2; rv:1.9.4.20) Gecko/9270-12-17 06:46:15 Firefox/3.8",
"session_id": "033e8bcd-016c-4f1a-85ae-1d57d9d1f2cd",
"risk_score": 25.22,
"confidence": 0.45
} | 204.1.114.90 | 171.6.233.11 | null | null | null | No additional info | Firewall log-only UDP traffic from 204.1.114.90:49383 to 171.6.233.11:664 No additional info | log-only | 19,844 | UDP | null | null | null | null | null | null | null | null | 49,383 | 664 | 1,903 | null | null | null | null | null | null | null |
b27fdb59-159b-4697-bc33-2b1d2edf19e3 | 2025-05-26T06:59:32 | endpoint | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint powershell_exec /four/foot.csv by stephanieskinner No additional info | {
"geo_location": "Palestinian Territory",
"device_hash": "96b939f9ae4dc9506af8cff6a1834ac39a3a1ce0",
"user_agent": "Mozilla/5.0 (Android 7.0; Mobile; rv:11.0) Gecko/11.0 Firefox/11.0",
"session_id": "c1591c7c-88ea-4159-9524-4fa679aa27e4",
"risk_score": 59.56,
"confidence": 0.06
} | null | null | null | null | null | No additional info | Endpoint powershell_exec /four/foot.csv by stephanieskinner No additional info | powershell_exec | null | null | stephanieskinner | /four/foot.csv | 4,826 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6d180375-a71d-4bab-a4e9-cf4707d735e5 | 2025-06-11T07:10:20 | iot | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat unusual_activity No additional info | {
"geo_location": "Russia",
"device_hash": "f9dab095628c1ffae97d4a6681287840",
"user_agent": "Opera/8.56.(X11; Linux x86_64; ga-IE) Presto/2.9.176 Version/11.00",
"session_id": "64398021-5eba-4f08-9fff-210365a044cf",
"risk_score": 49.22,
"confidence": 0.43
} | null | null | null | null | null | No additional info | IoT device Thermostat unusual_activity No additional info | unusual_activity | null | null | null | null | null | null | null | Thermostat | iot-8a8cbfcb | 4.8 | null | null | null | null | null | null | null | null | null | null |
3f137636-e222-4b58-a56a-cbf30fbafd0b | 2025-03-23T06:35:39 | firewall | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|low| desc=Firewall deny HTTP traffic from 151.42.236.38:44891 to 110.224.100.117:396 No additional info | {
"geo_location": "Christmas Island",
"device_hash": "1eca6ec94a90874be0a745671358d244aa3b7a5f3ed43d3e91c6b53fb5a733d0",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.2) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/54.0.881.0 Safari/531.1",
"session_id": "8a7af70b-6dbc-4878-9a38-a83ffa126235",
"risk_score": 80.38,
"confidence": 0.61
} | 151.42.236.38 | 110.224.100.117 | null | null | null | No additional info | Firewall deny HTTP traffic from 151.42.236.38:44891 to 110.224.100.117:396 No additional info | deny | 276,524 | HTTP | null | null | null | null | null | null | null | null | 44,891 | 396 | 490 | null | null | null | null | null | null | null |
b320e18c-6013-4d8d-8bff-e88b43415265 | 2025-03-05T21:29:38 | endpoint | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|low| desc=Endpoint wmi_exec as by cameronfletcher No additional info | {
"geo_location": "China",
"device_hash": "3ab23053ac9b110407350855de1b29780856b35f9466fc7f63fb10cbbe0deb83",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/4.1)",
"session_id": "7e5537e4-69b9-4131-a4b4-5af08e21dcb0",
"risk_score": 79.38,
"confidence": 0.89
} | null | null | null | null | null | No additional info | Endpoint wmi_exec as by cameronfletcher No additional info | wmi_exec | null | null | cameronfletcher | as | 4,891 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7da66c5b-971d-4b51-a5db-d807ba4a712d | 2025-04-16T08:16:16 | ids_alert | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|critical| desc=Darktrace Alert: Fileless Attack detected from 58.196.164.70 targeting N/A No additional info | {
"geo_location": "Paraguay",
"device_hash": "5df01a62a46e02a2e29a576ad4038683ef9636773c220dd99c222cbb8eb03365",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/5.0)",
"session_id": "2e534f93-9d74-43e6-ade4-50e26b22cbce",
"risk_score": 56.93,
"confidence": 0.9
} | 58.196.164.70 | N/A | Fileless Attack | SIG-5162 | Evasion | No additional info | Darktrace Alert: Fileless Attack detected from 58.196.164.70 targeting N/A No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
424a8c68-23f8-4897-aed0-19d878c64162 | 2025-04-27T08:27:54 | ids_alert | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|critical| desc=OSSEC Alert: Fileless Attack detected from 124.226.63.137 targeting 94.64.138.6 No additional info | {
"geo_location": "Sri Lanka",
"device_hash": "1e3a7386fdad6ee890da8c6d7ec27bb0ec28716c6dc0ae3bf66845fd2e650a42",
"user_agent": "Opera/8.51.(Windows NT 6.1; tt-RU) Presto/2.9.181 Version/12.00",
"session_id": "751110d8-2161-4a70-940a-75dc06d22901",
"risk_score": 56.29,
"confidence": 0.67
} | 124.226.63.137 | 94.64.138.6 | Fileless Attack | SIG-5202 | Recon | No additional info | OSSEC Alert: Fileless Attack detected from 124.226.63.137 targeting 94.64.138.6 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d861a55a-2653-440e-a106-c08ff5442b25 | 2025-02-22T16:48:47 | endpoint | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|low| desc=Endpoint file_access /health/opportunity.flac by xmurray No additional info | {
"geo_location": "Lebanon",
"device_hash": "1ab3f5c11dc43a70bdc5219727fb4a602d4c56cc",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; sc-IT) AppleWebKit/531.24.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6531.24.5",
"session_id": "a545117d-dea0-4ae7-89ee-a033c4289c77",
"risk_score": 65.18,
"confidence": 0.75
} | null | null | null | null | null | No additional info | Endpoint file_access /health/opportunity.flac by xmurray No additional info | file_access | null | null | xmurray | /health/opportunity.flac | 6,040 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4014b85f-b878-4cc8-a6ec-b5b7c204369d | 2025-03-08T05:53:44 | network | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|critical| desc=Network connection from 7.41.29.133 to 29.180.31.181 Associated Threat Actor: Equation Group | {
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "9f16f97cbd0ef559ec57ebc3f10dea7fbbd48f87",
"user_agent": "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/44.0.852.0 Safari/533.0",
"session_id": "fccf0e08-25bd-4964-8518-df933351b767",
"risk_score": 67.59,
"confidence": 0.92
} | 7.41.29.133 | 29.180.31.181 | null | null | null | Associated Threat Actor: Equation Group | Network connection from 7.41.29.133 to 29.180.31.181 Associated Threat Actor: Equation Group | connection | 650,964 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5274f86e-e912-4b7c-b21c-e81ae8ea3d64 | 2025-03-22T23:05:19 | ids_alert | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|medium| desc=Splunk Alert: Zero-Day Exploit detected from 124.160.48.150 targeting 10.202.98.186 Associated Threat Actor: APT38 noise=RXhwbGFpbi4= | {
"geo_location": "Slovenia",
"device_hash": "e33786b252f4703425b4d3d14d5a8d92090e565131f7a453e30ae9a730b95b31",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/4.0)",
"session_id": "c6a91bbf-6d2f-4fdb-b955-0f24bd234f66",
"risk_score": 46.93,
"confidence": 0.47
} | 124.160.48.150 | 10.202.98.186 | Zero-Day Exploit | SIG-8883 | Recon | Associated Threat Actor: APT38 | Splunk Alert: Zero-Day Exploit detected from 124.160.48.150 targeting 10.202.98.186 Associated Threat Actor: APT38 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
91088190-f9ce-46c2-8ffd-cac75a04d0cf | 2025-01-13T17:12:39 | firewall | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only HTTPS traffic from 139.191.8.65:129 to 222.107.114.15:531 Geo anomaly: Impossible travel detected | {
"geo_location": "Antigua and Barbuda",
"device_hash": "06ea3e4b1af584e9332b9f5d46be8f742bb7e73fc8d7324d0eba7f999d6cc8a4",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_7 rv:4.0; dv-MV) AppleWebKit/531.32.7 (KHTML, like Gecko) Version/4.0.2 Safari/531.32.7",
"session_id": "810af41e-859c-4a86-84ef-ae79441db574",
"risk_score": 51.21,
"confidence": 0.18
} | 139.191.8.65 | 222.107.114.15 | null | null | null | Geo anomaly: Impossible travel detected | Firewall log-only HTTPS traffic from 139.191.8.65:129 to 222.107.114.15:531 Geo anomaly: Impossible travel detected | log-only | 810,437 | HTTPS | null | null | null | null | null | null | null | null | 129 | 531 | 2,868 | null | null | null | null | null | null | null |
a23ae4b3-e96b-4ae7-bb87-2dfe8a8fdc16 | 2025-06-18T14:55:20 | cloud | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|low| desc=Cloud config_change in OCI by blackburncorey No additional info noise=tags/list | {
"geo_location": "South Africa",
"device_hash": "e4e199f53d9a90cea55ed6e29b3beec62b436b5ded636ff409e6fea2f3709d41",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/41.0.888.0 Safari/532.1",
"session_id": "13b4c00c-a156-4d85-b225-15c6f7b07549",
"risk_score": 47.8,
"confidence": 0.04
} | null | null | null | null | null | No additional info | Cloud config_change in OCI by blackburncorey No additional info | config_change | null | null | blackburncorey | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-91446500 |
9aff0ae8-6ba4-43cb-8e11-0faa5f401b36 | 2025-01-25T23:21:59 | ids_alert | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|medium| desc=Trellix Alert: Zero-Day Exploit detected from 79.64.91.90 targeting 146.1.23.105 No additional info | {
"geo_location": "Pakistan",
"device_hash": "aed349f8f0e6401f24ccbb1f1eb491c36f40ef709e9cd0a9e7e8e2cd286d8cdb",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; yi-US) AppleWebKit/531.17.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6531.17.1",
"session_id": "7ed0b8c3-bb9a-4d74-9c1e-2014c0a906f0",
"risk_score": 100,
"confidence": 0.2
} | 79.64.91.90 | 146.1.23.105 | Zero-Day Exploit | SIG-2125 | Recon | No additional info | Trellix Alert: Zero-Day Exploit detected from 79.64.91.90 targeting 146.1.23.105 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ccdc51e9-fff3-45ac-8514-856d41da8ef7 | 2025-03-27T13:45:20 | ai | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|high| desc=AI system adversarial_input by summerthomas MITRE Technique: T1134.001 | {
"geo_location": "Mozambique",
"device_hash": "367415333cdb85a0b880a26e2d85585f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 95; Trident/3.1)",
"session_id": "4d4085da-1442-4911-847d-2809784b6795",
"risk_score": 50.37,
"confidence": 0.29
} | null | null | null | null | null | MITRE Technique: T1134.001 | AI system adversarial_input by summerthomas MITRE Technique: T1134.001 | adversarial_input | null | null | summerthomas | null | null | null | null | null | null | null | null | null | null | null | null | model-f42e91f8 | 21f7b45da946719b819ab9ca011fc60e | e91dab67dc7f672d981e1e37179f38271ac950f4 | null | null |
7ea08ce1-5b14-45d2-9895-7abc42e44324 | 2025-06-24T12:28:16 | 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 api_abuse by kimberly23 MITRE Technique: T1486 | Associated Threat Actor: TA505 | {
"geo_location": "Solomon Islands",
"device_hash": "d86c112f34d441ea6c33d02aa48d42245d4a7c1c",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_1) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/46.0.894.0 Safari/534.2",
"session_id": "9b9cd3aa-d043-4c19-b3fc-16c08606e113",
"risk_score": 82.88,
"confidence": 0.8
} | null | null | null | null | null | MITRE Technique: T1486 | Associated Threat Actor: TA505 | AI system api_abuse by kimberly23 MITRE Technique: T1486 | Associated Threat Actor: TA505 | api_abuse | null | null | kimberly23 | null | null | null | null | null | null | null | null | null | null | null | null | model-616292fa | 02d8661a3c1694ebab3ad7351598ee1ad56bb29b | e74869bfc43e71053241a78c9bcf253bd408741d | null | null |
08cdd50a-ec1d-41d0-9b01-d10c51a8197c | 2025-05-03T19:31:45 | firewall | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop HTTPS traffic from 72.4.204.125:220 to 152.4.168.215:765 MITRE Technique: T1110.003 | {
"geo_location": "Guam",
"device_hash": "a729e96676b2d7c38f7df70fd3303e60",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.1) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/37.0.833.0 Safari/532.0",
"session_id": "84c794cb-6e84-47ea-9e10-2aa346bebe7b",
"risk_score": 59.53,
"confidence": 0.11
} | 72.4.204.125 | 152.4.168.215 | null | null | null | MITRE Technique: T1110.003 | Firewall drop HTTPS traffic from 72.4.204.125:220 to 152.4.168.215:765 MITRE Technique: T1110.003 | drop | 324,030 | HTTPS | null | null | null | null | null | null | null | null | 220 | 765 | 955 | null | null | null | null | null | null | null |
f36dc106-df2f-41f6-bca1-da12c39449cc | 2025-07-02T14:03:49 | cloud | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in Azure by jodibates No additional info | {
"geo_location": "China",
"device_hash": "108917d753581680194c79e000fa5a52d8c5fd43604bf438d08aeb30a68eb77a",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 2_2_1 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) CriOS/26.0.820.0 Mobile/71Y129 Safari/534.1",
"session_id": "f54ce432-e8ec-44db-b9cd-de961d5b93c9",
"risk_score": 45.16,
"confidence": 0.78
} | null | null | null | null | null | No additional info | Cloud config_change in Azure by jodibates No additional info | config_change | null | null | jodibates | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-8a119078 |
2207ae56-becc-4f54-aa5e-261b8351f0b7 | 2025-05-02T09:49:30 | firewall | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only SMB traffic from 168.39.83.72:796 to 120.241.141.68:881 No additional info | {
"geo_location": "Aruba",
"device_hash": "0acf616933131a11fdb4cf401b39988a622d396a978662881d4834d7f81ac80b",
"user_agent": "Mozilla/5.0 (Android 7.1; Mobile; rv:24.0) Gecko/24.0 Firefox/24.0",
"session_id": "23a41d43-9641-4d6a-9bba-87b81b098dc1",
"risk_score": 49.93,
"confidence": 0.12
} | 168.39.83.72 | 120.241.141.68 | null | null | null | No additional info | Firewall log-only SMB traffic from 168.39.83.72:796 to 120.241.141.68:881 No additional info | log-only | 268,337 | SMB | null | null | null | null | null | null | null | null | 796 | 881 | 282 | null | null | null | null | null | null | null |
c9403b2f-c8e8-412c-bc1b-95dbafc51028 | 2025-01-26T02:54:17 | iot | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat protocol_violation No additional info | {
"geo_location": "Saint Lucia",
"device_hash": "c7adb28c3b7df0610fc689c9a77a838f",
"user_agent": "Opera/8.33.(Windows NT 10.0; si-LK) Presto/2.9.182 Version/10.00",
"session_id": "814b2106-de11-4c25-bcc7-857c618e1f2e",
"risk_score": 66.37,
"confidence": 0.95
} | null | null | null | null | null | No additional info | IoT device Thermostat protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | null | Thermostat | iot-0126da91 | 3.3 | null | null | null | null | null | null | null | null | null | null |
0a01774e-dbcc-468c-9abd-0e16e49ac1f1 | 2025-06-06T20:41:58 | network | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|info| desc=Network covert_channel from 197.183.44.218 to 10.67.40.137 Unconventional IOC: UEFI variable tampering | {
"geo_location": "Sweden",
"device_hash": "6f931f98117d872c1f897c3387e827f5c774e8f345693976d2d018b34e91bc8d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Trident/3.1)",
"session_id": "db8f7abe-1845-439d-93e4-6624b3f8e11d",
"risk_score": 1.43,
"confidence": 0.88
} | 197.183.44.218 | 10.67.40.137 | null | null | null | Unconventional IOC: UEFI variable tampering | Network covert_channel from 197.183.44.218 to 10.67.40.137 Unconventional IOC: UEFI variable tampering | covert_channel | 565,534 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
760b6f56-1031-43ce-8580-8c0d9ab6ac24 | 2025-02-06T05:10:47 | ai | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|low| desc=AI system model_inversion by eddiepeterson No additional info | {
"geo_location": "Palestinian Territory",
"device_hash": "cd15a6a050b45ca884ad62c9d3b9b3add738e249",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; cs-CZ) AppleWebKit/533.39.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6533.39.3",
"session_id": "8fde3d12-caed-4d90-bb32-6803e9aaae92",
"risk_score": 30.45,
"confidence": 1
} | null | null | null | null | null | No additional info | AI system model_inversion by eddiepeterson No additional info | model_inversion | null | null | eddiepeterson | null | null | null | null | null | null | null | null | null | null | null | null | model-e89e45dc | 90eff1a13253a82224c48bd9f9e8462b444a82b7 | ebd9c034796f629b71df7dd0b6713614 | null | null |
9930757a-b60d-436d-b1f1-159a7015baf7 | 2025-03-23T14:45:30 | firewall | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only ICMP traffic from 170.115.127.179:386 to 10.144.113.184:59 MITRE Technique: T1204.002 noise=TmV0d29yay4= | {
"geo_location": "Ecuador",
"device_hash": "3cd77899dcb0b6c52e33502d1c755065035d2f3b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Win 9x 4.90; Trident/5.1)",
"session_id": "e58aa64b-de4d-4654-b371-03d10dfd5dca",
"risk_score": 73.82,
"confidence": 0.83
} | 170.115.127.179 | 10.144.113.184 | null | null | null | MITRE Technique: T1204.002 | Firewall log-only ICMP traffic from 170.115.127.179:386 to 10.144.113.184:59 MITRE Technique: T1204.002 | log-only | 595,891 | ICMP | null | null | null | null | null | null | null | null | 386 | 59 | 1,843 | null | null | null | null | null | null | null |
23f44a88-19e3-4d01-ae38-b34708da2f18 | 2025-06-14T09:50:21 | auth | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|info| desc=Auth bypass for jeremysmith via biometric from 10.119.254.14 No additional info | {
"geo_location": "Mauritius",
"device_hash": "1a5b0621fdcf50a7757eef12dd4fde708ba9a6c5",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; li-BE) AppleWebKit/534.46.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6534.46.4",
"session_id": "90c096ad-4bb9-4445-bd2d-9ae1ae05df56",
"risk_score": 52.24,
"confidence": 0.44
} | 10.119.254.14 | null | null | null | null | No additional info | Auth bypass for jeremysmith via biometric from 10.119.254.14 No additional info | bypass | null | null | jeremysmith | null | null | null | null | null | null | null | null | null | null | biometric | c1:90:f8:bb:e9:14 | null | null | null | null | null |
4648de03-d051-426c-b6d6-200894142f55 | 2025-04-03T04:47:55 | endpoint | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load /lose/difficult.csv by yanderson Fileless execution detected noise=chance|apply|get | {
"geo_location": "Hong Kong",
"device_hash": "819bbe606a14e82f4d12356a6b9bda6c246cd0bb",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/3355-08-01 13:28:21 Firefox/3.6.2",
"session_id": "d79e7382-0888-4d3b-93e5-f08475c0ccc6",
"risk_score": 62.6,
"confidence": 0.3
} | null | null | null | null | null | Fileless execution detected | Endpoint driver_load /lose/difficult.csv by yanderson Fileless execution detected | driver_load | null | null | yanderson | /lose/difficult.csv | 9,265 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
82ecb4a3-ca3e-4a45-b765-b7e05b7a04dc | 2025-05-11T12:26:11 | endpoint | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|info| desc=Endpoint process_start voice by dyoung No additional info | {
"geo_location": "Uganda",
"device_hash": "910be0a10794f724e3cda6fea72b0ed78ef9585e3d446932e377f23443408b6d",
"user_agent": "Mozilla/5.0 (Windows CE; cs-CZ; rv:1.9.2.20) Gecko/8257-09-15 06:29:30 Firefox/3.6.15",
"session_id": "d976f947-1b19-405a-add7-197836ece3c4",
"risk_score": 25.9,
"confidence": 0.27
} | null | null | null | null | null | No additional info | Endpoint process_start voice by dyoung No additional info | process_start | null | null | dyoung | voice | 6,285 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d5f8f9d6-df2b-4e6f-a4ca-6b820362001f | 2025-05-21T12:26:58 | ids_alert | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|high| desc=FireEye HX Alert: Cloud API Abuse detected from 207.191.151.53 targeting 35.96.158.14 Associated Threat Actor: APT41 | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "32ef5161c73602a86aba6c966692ec9ad35cc797",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; nl-AW) AppleWebKit/533.49.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6533.49.5",
"session_id": "b576530e-9931-486a-b2a0-a8e53b6f1429",
"risk_score": 46.92,
"confidence": 0.95
} | 207.191.151.53 | 35.96.158.14 | Cloud API Abuse | SIG-7742 | Policy | Associated Threat Actor: APT41 | FireEye HX Alert: Cloud API Abuse detected from 207.191.151.53 targeting 35.96.158.14 Associated Threat Actor: APT41 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
05d1ecfa-bd40-4b4e-ac27-a73794e0d99f | 2025-01-14T14:20:32 | network | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 82.8.40.228 to 11.228.217.178 Unconventional IOC: TPM attestation failures noise=various|walk|these | {
"geo_location": "China",
"device_hash": "c6ebcbcf98a7d4837c2295748a022c89",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_4) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/29.0.895.0 Safari/535.2",
"session_id": "e57e4b03-5efc-42e0-a62e-5ad55810a502",
"risk_score": 64.15,
"confidence": 0.92
} | 82.8.40.228 | 11.228.217.178 | null | null | null | Unconventional IOC: TPM attestation failures | Network latency_spike from 82.8.40.228 to 11.228.217.178 Unconventional IOC: TPM attestation failures | latency_spike | 797,181 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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