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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4833dcee-dfc6-46d5-896f-2c461df2190e | 2025-03-21T22:21:07 | firewall | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|info| desc=Firewall drop DNS traffic from 166.96.255.250:171 to 64.54.219.228:8273 Geo anomaly: Impossible travel detected | {
"geo_location": "Costa Rica",
"device_hash": "f136c052b3ac0e56cbcdc32be360c1e984627fbf",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; ln-CD) AppleWebKit/535.27.7 (KHTML, like Gecko) Version/4.0.5 Mobile/8B117 Safari/6535.27.7",
"session_id": "4b071a39-5216-4a12-8ce1-d35b3c7d039c",
"... | null | drop | null | null | null | Geo anomaly: Impossible travel detected | Firewall drop DNS traffic from 166.96.255.250:171 to 64.54.219.228:8273 Geo anomaly: Impossible travel detected | null | null | null | null | 166.96.255.250 | 64.54.219.228 | null | null | null | null | null | null | null | null | 171 | 8,273 | DNS | 357,539 | 3,510 | null | null |
4c3a73b0-b6db-4d21-98da-abf543639b12 | 2025-04-19T20:49:58 | firewall | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall allow SMB traffic from 52.102.188.117:403 to 81.250.173.10:213 No additional info | {
"geo_location": "Somalia",
"device_hash": "2eaf6eee319261cbae892bd57d239c15036f6620",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.0; Trident/5.0)",
"session_id": "d8fee94a-112c-46a7-bf69-33c86314e1c4",
"risk_score": 76.79,
"confidence": 0.89
} | null | allow | null | null | null | No additional info | Firewall allow SMB traffic from 52.102.188.117:403 to 81.250.173.10:213 No additional info | null | null | null | null | 52.102.188.117 | 81.250.173.10 | null | null | null | null | null | null | null | null | 403 | 213 | SMB | 510,326 | 2,816 | null | null |
a754d3c5-b7a4-4d9d-93cb-bbc1c1d19a41 | 2025-05-22T19:49:46 | network | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|medium| desc=Network protocol_anomaly from 212.94.167.86 to 168.21.58.109 MITRE Technique: T1059.001 noise=blog | {
"geo_location": "South Africa",
"device_hash": "a6cf7dcb74301a3424196b49fc22c451924256025923c62befad0f376d87ff46",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; ne-NP) AppleWebKit/535.17.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6535.17.6",
"session_id": "282747ea-0b50-46... | null | protocol_anomaly | null | null | null | MITRE Technique: T1059.001 | Network protocol_anomaly from 212.94.167.86 to 168.21.58.109 MITRE Technique: T1059.001 | null | null | null | null | 212.94.167.86 | 168.21.58.109 | null | null | null | null | null | null | null | null | null | null | UDP | 150,451 | null | null | null |
4be0964a-7edc-4cdc-9afc-27b84a229e04 | 2022-12-08T17:23:28 | firewall | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|info| desc=Firewall drop UDP traffic from 10.134.149.100:921 to 62.204.225.106:970 No additional info | {
"geo_location": "Malaysia",
"device_hash": "6ed0f82182625d098cfa4b614eb3865f6e1e83ab94f2fc576e4dcc41c48da314",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/5.0)",
"session_id": "c744db6d-ba56-45d8-92ae-d615b9c2ef95",
"risk_score": 54.41,
"confidence": 0.45
} | null | drop | null | null | null | No additional info | Firewall drop UDP traffic from 10.134.149.100:921 to 62.204.225.106:970 No additional info | null | null | null | null | 10.134.149.100 | 62.204.225.106 | null | null | null | null | null | null | null | null | 921 | 970 | UDP | 706,633 | 93 | null | null |
d0f38adb-9368-42b3-b1bc-ec161848d88d | 2025-01-20T08:35:55 | network | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 110.209.80.220 to 215.224.77.56 MITRE Technique: T1218.011 | Associated Threat Actor: Wizard Spider | {
"geo_location": "Malawi",
"device_hash": "106a4c967b15cf91ae45a6a5dee01dd6c25b817257a11e2b659ebd7f58684016",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_3) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/42.0.893.0 Safari/531.2",
"session_id": "f623de22-9d17-4df8-978c-24faaf1f6d8e",
"risk_score": ... | null | covert_channel | null | null | null | MITRE Technique: T1218.011 | Associated Threat Actor: Wizard Spider | Network covert_channel from 110.209.80.220 to 215.224.77.56 MITRE Technique: T1218.011 | Associated Threat Actor: Wizard Spider | null | null | null | null | 110.209.80.220 | 215.224.77.56 | null | null | null | null | null | null | null | null | null | null | HTTPS | 367,102 | null | null | null |
1cb32d1b-1312-43d0-9fcc-a5df1c4bf73c | 2025-02-02T13:04:23 | ai | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by kyleshelton MITRE Technique: T1110.003 | {
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "ba8789ea57a66b30e08bf84a16aeabc01f219e46cb0d8493b4655474c0e5bb96",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_2 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) CriOS/35.0.842.0 Mobile/21D543 Safari/532.1",
"session_id": "305eb496-c0a2-4... | kyleshelton | prompt_injection | null | null | null | MITRE Technique: T1110.003 | AI system prompt_injection by kyleshelton MITRE Technique: T1110.003 | {
"baseline_deviation": 2.56,
"entropy": 3.94,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | model-57b39a87 | 601e9754a1a3bb956cc5f5973801e3fcfe810189acaa23d7b5a12c30aaf567c0 | a4445a2686f25c18a3125374a4f72ebf | null | null | null | null | null | null | null |
f5068a98-aafe-47ab-8148-1270c9265afe | 2025-03-27T09:15:30 | endpoint | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint file_access /respond/late.mp4 by rebeccacarson MITRE Technique: T1071.001 | {
"geo_location": "Morocco",
"device_hash": "f14dc38fd7dfd5f9eb5b666dd16e478c17a2a020",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 10.0; Trident/3.1)",
"session_id": "dc506b6b-41e4-41af-96ec-7286bce1fbcb",
"risk_score": 56.15,
"confidence": 0.32
} | rebeccacarson | file_access | /respond/late.mp4 | 7,052 | powershell.exe | MITRE Technique: T1071.001 | Endpoint file_access /respond/late.mp4 by rebeccacarson MITRE Technique: T1071.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e20185ad-b0de-4424-b10a-c6c7b8819fa1 | 2025-04-21T17:35:34 | ids_alert | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|high| desc=ArcSight Alert: Fileless Attack detected from 133.4.84.55 targeting N/A No additional info | {
"geo_location": "United Kingdom",
"device_hash": "faddf2f3761be3b8baf17f15521b7920a6a9f642",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_8) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/16.0.850.0 Safari/534.0",
"session_id": "7eccc11e-99e4-4706-ad39-17852ed830b9",
"risk_score": 71.4,
"conf... | null | null | null | null | null | No additional info | ArcSight Alert: Fileless Attack detected from 133.4.84.55 targeting N/A No additional info | null | null | null | null | 133.4.84.55 | N/A | Fileless Attack | SIG-7251 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
db64c7ca-f11a-4657-a62b-c5a7b7362118 | 2025-01-12T13:05:08 | cloud | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in AWS by jennifer01 No additional info | {
"geo_location": "Mexico",
"device_hash": "65a50c1075f849524b36ebbca4952c7520631a8f",
"user_agent": "Opera/9.15.(X11; Linux i686; sat-IN) Presto/2.9.175 Version/11.00",
"session_id": "d99bec34-bd7f-413c-b360-75933ae93c1f",
"risk_score": 24.11,
"confidence": 0.18
} | jennifer01 | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in AWS by jennifer01 No additional info | null | null | null | null | null | null | null | null | null | AWS | res-fe2b0241 | null | null | null | null | null | null | null | null | null | null |
499626a5-6650-4126-8ded-21965bd314d9 | 2025-04-01T00:55:30 | cloud | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|info| desc=Cloud instance_creation in Alibaba by reneetownsend MITRE Technique: T1190 | {
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "74cda759c2ce0d923a5e21db5f1d84df808222da",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.0; Trident/3.1)",
"session_id": "cd7d2287-d71c-4812-9873-67db4aca6fbd",
"risk_score": 31.98,
"confidence": 0.02
} | reneetownsend | instance_creation | null | null | null | MITRE Technique: T1190 | Cloud instance_creation in Alibaba by reneetownsend MITRE Technique: T1190 | null | null | null | null | null | null | null | null | null | Alibaba | res-e1fe6131 | null | null | null | null | null | null | null | null | null | null |
cd47cec8-1d9f-4c7f-8a95-5055b5c15200 | 2025-02-22T02:46:39 | firewall | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow SMB traffic from 101.146.174.83:723 to 84.170.198.249:255 No additional info | {
"geo_location": "Georgia",
"device_hash": "43f8d56b573d5a8fa4e459c1012e0f86",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_9 rv:3.0; lij-IT) AppleWebKit/534.1.7 (KHTML, like Gecko) Version/4.0.4 Safari/534.1.7",
"session_id": "c80c1f4d-d439-4f9d-aec6-1fb422d3c50b",
"risk_score": 55.35,
"confid... | null | allow | null | null | null | No additional info | Firewall allow SMB traffic from 101.146.174.83:723 to 84.170.198.249:255 No additional info | null | null | null | null | 101.146.174.83 | 84.170.198.249 | null | null | null | null | null | null | null | null | 723 | 255 | SMB | 812,289 | 360 | null | null |
2b9c5322-e53c-418c-a1d8-898b633d8660 | 2025-01-15T19:38:02 | endpoint | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint registry_change /water/explain.gif by andersonallison No additional info | {
"geo_location": "Armenia",
"device_hash": "cab2650eeb61d019b0078fda48d514f39f37eb47b6501bfac1addb98da1d2349",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/3.1)",
"session_id": "15711e70-f5f3-4412-af21-283a1c1b9091",
"risk_score": 64.65,
"confidence": 0.81
} | andersonallison | registry_change | /water/explain.gif | 5,591 | svchost.exe | No additional info | Endpoint registry_change /water/explain.gif by andersonallison No additional info | {
"baseline_deviation": 1.22,
"entropy": 3.73,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b9e766a3-c300-4631-9728-bb9ee8a8e1a8 | 2025-05-23T11:10:46 | cloud | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in OCI by lesliedaniels No additional info | {
"geo_location": "Sri Lanka",
"device_hash": "f69d13a8c33043f8fe1f95a18dddfe9c409efcd6",
"user_agent": "Opera/8.19.(Windows NT 6.2; bhb-IN) Presto/2.9.175 Version/11.00",
"session_id": "933bacaf-0253-4d1b-a088-d81a31795723",
"risk_score": 50.84,
"confidence": 0.48
} | lesliedaniels | config_change | null | null | null | No additional info | Cloud config_change in OCI by lesliedaniels No additional info | null | null | null | null | null | null | null | null | null | OCI | res-c5e27b3c | null | null | null | null | null | null | null | null | null | null |
36b46fb8-a5f2-493e-977c-3df6b4e328ae | 2025-04-01T02:19:38 | iot | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor sensor_spoofing MITRE Technique: T1190 noise=96A8108E | {
"geo_location": "Swaziland",
"device_hash": "9fcb7eeec1e2b82d1657f23552583f555343fa96763c50307a33de9d74682ba0",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/531.2.1 (KHTML, like Gecko) Version/4.0.3 Safari/531.2.1",
"session_id": "17e6ef61-bc48-4fce-84b9-fd948469142b",
"risk_score": 6... | null | sensor_spoofing | null | null | null | MITRE Technique: T1190 | IoT device Sensor sensor_spoofing MITRE Technique: T1190 | null | Sensor | iot-4216afcd | 1.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
eb3c0003-0279-4293-bd95-c69ba74dc5b9 | 2025-04-21T01:04:58 | firewall | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect HTTP traffic from 61.135.60.121:917 to 26.136.219.193:428 Associated Threat Actor: Leafminer | Unconventional IOC: GPU memory artifacts | Geo anomaly: Impossible travel detected | {
"geo_location": "Solomon Islands",
"device_hash": "aaa542d5bf8612c81480010283562117fe547dcdbc0278876e720ad968df2415",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows CE; Trident/4.1)",
"session_id": "6e6ad92e-7111-4c21-b57c-0dea77c32e6f",
"risk_score": 79.69,
"confidence": 0.68
} | null | inspect | null | null | null | Associated Threat Actor: Leafminer | Unconventional IOC: GPU memory artifacts | Geo anomaly: Impossible travel detected | Firewall inspect HTTP traffic from 61.135.60.121:917 to 26.136.219.193:428 Associated Threat Actor: Leafminer | Unconventional IOC: GPU memory artifacts | Geo anomaly: Impossible travel detected | null | null | null | null | 61.135.60.121 | 26.136.219.193 | null | null | null | null | null | null | null | null | 917 | 428 | HTTP | 739,295 | 3,244 | null | null |
aadcf25c-7da0-4341-bc8a-a2c80a33c1d3 | 2025-06-04T03:50:02 | network | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|low| desc=Network beaconing from 82.162.145.245 to 41.51.105.251 MITRE Technique: T1190 noise=Qnku | {
"geo_location": "Cuba",
"device_hash": "ce4aaac742a1317ba6bd5a72e70e52cc4aff5ade",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_6 rv:5.0; hak-TW) AppleWebKit/533.16.4 (KHTML, like Gecko) Version/4.0 Safari/533.16.4",
"session_id": "0a4eeb51-5ea6-4ff4-b4ac-a0f0cd22c604",
"risk_score": 51.72,... | null | beaconing | null | null | null | MITRE Technique: T1190 | Network beaconing from 82.162.145.245 to 41.51.105.251 MITRE Technique: T1190 | null | null | null | null | 82.162.145.245 | 41.51.105.251 | null | null | null | null | null | null | null | null | null | null | HTTPS | 222,709 | null | null | null |
760a9e3d-5ba2-4e95-9224-1a6f094a7670 | 2025-02-10T15:49:34 | endpoint | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop art by aryan Associated Threat Actor: Cobalt Group | {
"geo_location": "Costa Rica",
"device_hash": "874fb18f7fe077ee2d2a77901bc240ff1c8c0c19f746a849e93ed98e851c4574",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.0; Trident/5.0)",
"session_id": "fc54077d-6ed1-450a-82f7-de641083264a",
"risk_score": 35.25,
"confidence": 0.3
} | aryan | process_stop | art | 8,593 | svchost.exe | Associated Threat Actor: Cobalt Group | Endpoint process_stop art by aryan Associated Threat Actor: Cobalt Group | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b122e1c5-7a96-4feb-9654-d5db6b9a5522 | 2025-05-02T13:29:29 | ai | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by ashleyburns MITRE Technique: T1204.002 | Unconventional IOC: Bios timestamp anomalies | {
"geo_location": "Costa Rica",
"device_hash": "9ca9244f3d66bef5057a4451bd18b60b622eeefb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/4.1)",
"session_id": "ead970c1-5de1-467b-a889-e6be48185c6b",
"risk_score": 34.37,
"confidence": 0.33
} | ashleyburns | prompt_injection | null | null | null | MITRE Technique: T1204.002 | Unconventional IOC: Bios timestamp anomalies | AI system prompt_injection by ashleyburns MITRE Technique: T1204.002 | Unconventional IOC: Bios timestamp anomalies | null | null | null | null | null | null | null | null | null | null | null | model-7f0f6d61 | a25d4eb82bd14d8012f2fe0c582147c11a13d63ef0e465459ddb2818169320cd | cdeca5e48e801219d4769e98ac885a506c12ae9a | null | null | null | null | null | null | null |
3cd60d53-261f-44e4-b6fd-10849df59239 | 2025-05-03T00:43:14 | auth | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|medium| desc=Auth failed for romeromichelle via SAML from 217.68.71.153 No additional info | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "c030f63632595449eefc38f268200510059606b6",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/27.0.881.0 Safari/531.0",
"session_id": "af05ea31-4ec5-43ef-99b9-99b33445cc65",
"risk_score": 16.59,
"confidence": 0... | romeromichelle | failed | null | null | null | No additional info | Auth failed for romeromichelle via SAML from 217.68.71.153 No additional info | null | null | null | null | 217.68.71.153 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | af:1d:d7:e9:af:44 |
311bb1e3-88a2-416e-963e-4cd034d39845 | 2022-01-10T09:02:03 | firewall | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny DNS traffic from 148.130.65.165:233 to 169.122.252.146:5024 No additional info | {
"geo_location": "Qatar",
"device_hash": "43382ff7828666493a550f69202c523beff3ab999f907963ba30dce7084f084b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/3.0)",
"session_id": "7eba5aa2-8a33-4c63-b950-3b6ac55062b0",
"risk_score": 55.64,
"confidence": 0.68
} | null | deny | null | null | null | No additional info | Firewall deny DNS traffic from 148.130.65.165:233 to 169.122.252.146:5024 No additional info | null | null | null | null | 148.130.65.165 | 169.122.252.146 | null | null | null | null | null | null | null | null | 233 | 5,024 | DNS | 75,800 | 377 | null | null |
f0028542-f639-45f5-b4d1-4b254f69cf8d | 2025-07-03T18:12:50 | network | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 182.48.129.32 to 183.204.14.113 No additional info | {
"geo_location": "Belize",
"device_hash": "67adbd7d0effb16951f6e2b8d817b3d280a43da4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/3.0)",
"session_id": "6ab308eb-f4cd-48e2-b5b0-14cda2bca5eb",
"risk_score": 31.69,
"confidence": 0.13
} | null | latency_spike | null | null | null | No additional info | Network latency_spike from 182.48.129.32 to 183.204.14.113 No additional info | null | null | null | null | 182.48.129.32 | 183.204.14.113 | null | null | null | null | null | null | null | null | null | null | HTTPS | 384,877 | null | null | null |
94391160-0ec9-49d2-a6c5-28a6d6fa5238 | 2025-05-30T10:43:05 | endpoint | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start /might/point.csv by alexandramercado MITRE Technique: T1204.002 noise=least|project|easy | {
"geo_location": "Luxembourg",
"device_hash": "8fba2fc60c41d762e11ee665ca2a952d",
"user_agent": "Opera/8.68.(Windows CE; uz-UZ) Presto/2.9.175 Version/10.00",
"session_id": "85b8132d-75fe-48e4-8584-b17b97b514a7",
"risk_score": 25.31,
"confidence": 0.41
} | alexandramercado | process_start | /might/point.csv | 7,534 | svchost.exe | MITRE Technique: T1204.002 | Endpoint process_start /might/point.csv by alexandramercado MITRE Technique: T1204.002 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1d029db4-63a9-4a38-a745-8c97340b403a | 2025-05-17T11:11:33 | firewall | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|info| desc=Firewall drop NTP traffic from 105.170.127.158:3167 to 42.240.213.75:231 No additional info | {
"geo_location": "Czech Republic",
"device_hash": "4bff8be381166bc52beec3932c5b91124d36c58f",
"user_agent": "Opera/9.82.(Windows NT 5.2; sa-IN) Presto/2.9.190 Version/11.00",
"session_id": "5e92af21-386f-4f9a-985a-ad62d1e8b708",
"risk_score": 38.22,
"confidence": 0.95
} | null | drop | null | null | null | No additional info | Firewall drop NTP traffic from 105.170.127.158:3167 to 42.240.213.75:231 No additional info | null | null | null | null | 105.170.127.158 | 42.240.213.75 | null | null | null | null | null | null | null | null | 3,167 | 231 | NTP | 990,797 | 2,069 | null | null |
711dbe3c-59b6-46a2-8f31-0895ea4b8a87 | 2025-07-09T20:04:54 | cloud | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|low| desc=Cloud crypto_mining in OCI by michael79 No additional info noise=RWxzZS4= | {
"geo_location": "Madagascar",
"device_hash": "adac551b9f83647b51c2e2352b0ce6d1a14ffcd57fbe30cbc84ee96bc27bd478",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 3_1_3 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) CriOS/51.0.898.0 Mobile/35Z300 Safari/534.2",
"session_id": "5e8110f6-874e-4962-b81d-d9df913... | michael79 | crypto_mining | null | null | null | No additional info | Cloud crypto_mining in OCI by michael79 No additional info | null | null | null | null | null | null | null | null | null | OCI | res-fae6afcf | null | null | null | null | null | null | null | null | null | null |
6e3fbb7e-3cd7-4bee-8a29-b568217b50ae | 2025-04-14T17:45:29 | cloud | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|high| desc=Cloud config_change in Azure by zsalazar Associated Threat Actor: Inception Framework | {
"geo_location": "Bhutan",
"device_hash": "cd37a5ace44c19130fb803a9714b9773",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; mi-NZ; rv:1.9.0.20) Gecko/3696-07-04 06:52:07 Firefox/3.8",
"session_id": "567fb063-6af6-44d9-8567-ef7c4fe9f994",
"risk_score": 31.54,
"confidence": 0.85
} | zsalazar | config_change | null | null | null | Associated Threat Actor: Inception Framework | Cloud config_change in Azure by zsalazar Associated Threat Actor: Inception Framework | null | null | null | null | null | null | null | null | null | Azure | res-a480358f | null | null | null | null | null | null | null | null | null | null |
f6cf7678-c3ba-49b7-a7b1-0921a78a4afb | 2025-05-29T06:57:00 | auth | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for nballard via SAML from 73.174.23.185 MITRE Technique: T1547.001 | {
"geo_location": "Madagascar",
"device_hash": "dc0bd74ec2c7b5d53994585b5a71c103",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 16_7_7 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) FxiOS/12.2u1504.0 Mobile/36S136 Safari/532.1",
"session_id": "6b8774bc-1cf7-40b4-a83d-849197df3dc0",
"risk_score": 1.... | nballard | bypass | null | null | null | MITRE Technique: T1547.001 | Auth bypass for nballard via SAML from 73.174.23.185 MITRE Technique: T1547.001 | null | null | null | null | 73.174.23.185 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | df:d3:09:a6:86:42 |
94913e03-8050-46a7-999c-3e5731711931 | 2025-06-22T15:11:41 | ids_alert | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|low| desc=FireEye HX Alert: Zero-Day Exploit detected from 1.148.197.159 targeting 19.3.250.34 MITRE Technique: T1486 | {
"geo_location": "Samoa",
"device_hash": "a4ca14a49d7bf5bd09f081433c0bff56e2dd8d077a26bf915e314f6ec65fc027",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4_1 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/15.1i2002.0 Mobile/00K074 Safari/535.1",
"session_id": "e84ceccb-1848-4173-9526-98f45c... | null | null | null | null | null | MITRE Technique: T1486 | FireEye HX Alert: Zero-Day Exploit detected from 1.148.197.159 targeting 19.3.250.34 MITRE Technique: T1486 | null | null | null | null | 1.148.197.159 | 19.3.250.34 | Zero-Day Exploit | SIG-8182 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
20cf8542-c2b9-43c0-adb6-4d791347019f | 2025-05-07T20:15:07 | ai | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|high| desc=AI system model_access by esparzajon No additional info | {
"geo_location": "Netherlands Antilles",
"device_hash": "b5cf4c9aa2b67ffdf921633f907b09e828c699b2",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; shs-CA) AppleWebKit/535.23.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6535.23.3",
"session_id": "949421c3-b9f9-41e1-adce-7e5f76e... | esparzajon | model_access | null | null | null | No additional info | AI system model_access by esparzajon No additional info | null | null | null | null | null | null | null | null | null | null | null | model-29aeeb4c | f127b1f1c14a6479e70291848358e8bd785fe09e | 6603dc6ec553c520bfe766b7f260371aa862e524 | null | null | null | null | null | null | null |
a07d0262-a379-45d3-b84f-82617e20cf55 | 2025-03-13T08:50:18 | auth | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|high| desc=Auth locked for nathanthompson via SAML from 10.167.120.113 No additional info | {
"geo_location": "Romania",
"device_hash": "7d322cd8176cfbbb411b76ec20619982adfb3769",
"user_agent": "Opera/9.39.(Windows NT 5.1; cmn-TW) Presto/2.9.172 Version/12.00",
"session_id": "1763c082-a4f2-4ea1-997c-ac58de2e38d4",
"risk_score": 24.69,
"confidence": 0.71
} | nathanthompson | locked | null | null | null | No additional info | Auth locked for nathanthompson via SAML from 10.167.120.113 No additional info | null | null | null | null | 10.167.120.113 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 59:50:13:ad:70:57 |
cda8a4ba-352d-43b2-9627-3d6a030c8cb4 | 2025-03-22T09:45:22 | firewall | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|high| desc=Firewall allow NTP traffic from 26.248.151.144:700 to 55.119.65.82:144 MITRE Technique: T1204.002 | Associated Threat Actor: BlueNoroff | {
"geo_location": "Japan",
"device_hash": "5cf6ea9228b9da3c1539fcefa2222cc6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/4.0)",
"session_id": "2d028044-c270-4752-a377-1a4df0799430",
"risk_score": 48.05,
"confidence": 0.02
} | null | allow | null | null | null | MITRE Technique: T1204.002 | Associated Threat Actor: BlueNoroff | Firewall allow NTP traffic from 26.248.151.144:700 to 55.119.65.82:144 MITRE Technique: T1204.002 | Associated Threat Actor: BlueNoroff | null | null | null | null | 26.248.151.144 | 55.119.65.82 | null | null | null | null | null | null | null | null | 700 | 144 | NTP | 711,914 | 564 | null | null |
4b760da7-f986-47f5-9035-09186a578a13 | 2025-06-27T23:19:24 | ids_alert | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|high| desc=Tanium Alert: Zero-Day Exploit detected from 130.0.129.71 targeting 10.104.208.13 No additional info noise=Qmx1ZS4= | {
"geo_location": "Samoa",
"device_hash": "b305d4084ad3d0dfc9206003658fba2d0d6993bf",
"user_agent": "Opera/9.87.(Windows NT 6.0; sat-IN) Presto/2.9.163 Version/10.00",
"session_id": "ddfcc444-c4d1-48e4-aa20-7fdbe7c38a86",
"risk_score": 75.02,
"confidence": 0.45
} | null | null | null | null | null | No additional info | Tanium Alert: Zero-Day Exploit detected from 130.0.129.71 targeting 10.104.208.13 No additional info | null | null | null | null | 130.0.129.71 | 10.104.208.13 | Zero-Day Exploit | SIG-3945 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
18633772-f1bf-4a32-af46-829ada5ffe9c | 2025-03-10T04:43:18 | endpoint | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint service_install /good/eight.pptx by jhernandez Unconventional IOC: UEFI variable tampering | {
"geo_location": "Brazil",
"device_hash": "067988f80b1d61eb98c0a20560b8555cd4565393",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_7; rv:1.9.5.20) Gecko/7948-11-11 23:37:41 Firefox/11.0",
"session_id": "04198673-05a3-40f9-aed4-596de2bda748",
"risk_score": 62.69,
"confidence": 0.28
} | jhernandez | service_install | /good/eight.pptx | 6,093 | explorer.exe | Unconventional IOC: UEFI variable tampering | Endpoint service_install /good/eight.pptx by jhernandez Unconventional IOC: UEFI variable tampering | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e28321cf-bbe5-418d-8c05-44ed4747949c | 2025-05-19T10:11:11 | ids_alert | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|critical| desc=CrowdStrike Alert: Container Escape detected from 10.104.49.82 targeting 211.234.100.249 MITRE Technique: T1543.003 noise=way|open|understand | {
"geo_location": "Anguilla",
"device_hash": "29c379fe28c10c9179bab62dae44af75",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/14.6v5321.0 Mobile/16S619 Safari/534.2",
"session_id": "90ae52c4-8fcb-4450-996a-23712d4375ef",
"risk_score": 53.31,... | null | null | null | null | null | MITRE Technique: T1543.003 | CrowdStrike Alert: Container Escape detected from 10.104.49.82 targeting 211.234.100.249 MITRE Technique: T1543.003 | null | null | null | null | 10.104.49.82 | 211.234.100.249 | Container Escape | SIG-3623 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
5d06d306-832c-487f-ad63-5205f419c85d | 2025-02-05T11:07:49 | iot | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|info| desc=IoT device Camera protocol_violation No additional info | {
"geo_location": "Cape Verde",
"device_hash": "1423cab6cdc407156c2a82e922d90419297192a5aa745ab81c0cfbb5fd62f9d6",
"user_agent": "Opera/8.56.(X11; Linux i686; ml-IN) Presto/2.9.177 Version/11.00",
"session_id": "eac55576-0834-432f-9089-970f4288d3bc",
"risk_score": 13.26,
"confidence": 0.05
} | null | protocol_violation | null | null | null | No additional info | IoT device Camera protocol_violation No additional info | null | Camera | iot-965f88ea | 5.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
01596baa-243c-4458-9dc9-1b8b61a6eda2 | 2025-06-06T12:42:44 | endpoint | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint file_access either by hstone MITRE Technique: T1543.003 noise=app | {
"geo_location": "Philippines",
"device_hash": "5a2b16a63b858fcc885f608cc839319c",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 7_1_2 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) FxiOS/9.6a7747.0 Mobile/74R429 Safari/533.0",
"session_id": "ae66676e-5177-4b41-9d23-9b22b84cdc9b",
"risk_score": 56.29,
... | hstone | file_access | either | 6,349 | cmd.exe | MITRE Technique: T1543.003 | Endpoint file_access either by hstone MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0fd70dab-8854-46f2-9875-d1017fa42cd9 | 2025-04-15T03:20:26 | cloud | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in GCP by johnstanley No additional info | {
"geo_location": "China",
"device_hash": "54109925e49a11192a4476b0806d74cf85edf20b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.1; Trident/3.1)",
"session_id": "b5f64327-030e-4192-a697-b29105977113",
"risk_score": 20.61,
"confidence": 0.21
} | johnstanley | api_abuse | null | null | null | No additional info | Cloud api_abuse in GCP by johnstanley No additional info | null | null | null | null | null | null | null | null | null | GCP | res-374aa133 | null | null | null | null | null | null | null | null | null | null |
3990e47b-68d3-4a8a-a6fe-8ada474045e8 | 2025-03-20T01:58:21 | endpoint | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint driver_load /herself/ball.ods by christophersnyder No additional info noise=6EFC0549 | {
"geo_location": "Netherlands",
"device_hash": "f620af4674b03e0391f435527227cf1727ed2ce8",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_5 rv:5.0; mag-IN) AppleWebKit/531.34.7 (KHTML, like Gecko) Version/5.0.4 Safari/531.34.7",
"session_id": "a7ac5418-3fdf-4d4a-904d-66ec5ebc5b93",
"risk_score":... | christophersnyder | driver_load | /herself/ball.ods | 3,695 | cmd.exe | No additional info | Endpoint driver_load /herself/ball.ods by christophersnyder No additional info | {
"baseline_deviation": 1.14,
"entropy": 5.45,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
de3f2ee2-cc7e-40ad-8784-841e53f26f8f | 2025-05-10T04:33:05 | ids_alert | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|medium| desc=ArcSight Alert: Supply Chain Compromise detected from 11.82.11.142 targeting 10.231.106.57 MITRE Technique: T1110.003 | Associated Threat Actor: Equation Group | {
"geo_location": "Guernsey",
"device_hash": "1d05461812ba4a6b4acf7ebdd8c0d0beb7178a38",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 11_4_1 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) CriOS/37.0.821.0 Mobile/32B940 Safari/534.0",
"session_id": "971f9903-c9cb-40cc-ae07-0ee2a8360c87",
"risk_score": 6... | null | null | null | null | null | MITRE Technique: T1110.003 | Associated Threat Actor: Equation Group | ArcSight Alert: Supply Chain Compromise detected from 11.82.11.142 targeting 10.231.106.57 MITRE Technique: T1110.003 | Associated Threat Actor: Equation Group | {
"baseline_deviation": 2.15,
"entropy": 5.17,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 11.82.11.142 | 10.231.106.57 | Supply Chain Compromise | SIG-9399 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
ea7b1e2f-7ad1-47dc-bcb1-d87ebcd23e8d | 2025-06-13T15:10:49 | ids_alert | LogRhythm v7.5.0 | emergency | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=LogRhythm Alert: MFA Bypass detected from 19.81.110.83 targeting 206.215.68.177 No additional info noise=beautiful|sometimes|authority | {
"geo_location": "French Polynesia",
"device_hash": "0b55ffa3cf6ee1e6b366b116df3d784e",
"user_agent": "Opera/9.95.(Windows NT 11.0; fa-IR) Presto/2.9.175 Version/11.00",
"session_id": "a32e980a-2d08-4e33-a715-5017d98130dd",
"risk_score": 38.1,
"confidence": 0.89
} | null | null | null | null | null | No additional info | LogRhythm Alert: MFA Bypass detected from 19.81.110.83 targeting 206.215.68.177 No additional info | null | null | null | null | 19.81.110.83 | 206.215.68.177 | MFA Bypass | SIG-9268 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
8ae75155-ed6a-4c02-b5f8-5cdc556de6a0 | 2025-03-28T02:33:25 | cloud | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud instance_creation in GCP by owensbrenda MITRE Technique: T1204.002 noise=FAC31F3A | {
"geo_location": "Estonia",
"device_hash": "6252b2693dc74024b6e4bac11d07f931733f71fa",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/5.1)",
"session_id": "76849ef3-c8ba-425b-91c0-2b43b21bbc65",
"risk_score": 72.45,
"confidence": 0.91
} | owensbrenda | instance_creation | null | null | null | MITRE Technique: T1204.002 | Cloud instance_creation in GCP by owensbrenda MITRE Technique: T1204.002 | null | null | null | null | null | null | null | null | null | GCP | res-c67e54ed | null | null | null | null | null | null | null | null | null | null |
717575f1-95eb-4adb-a384-7b225c414ff3 | 2025-04-06T00:54:32 | auth | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|info| desc=Auth challenge for ejones via OAuth from 10.180.246.204 MITRE Technique: T1566.001 | {
"geo_location": "Angola",
"device_hash": "84e736deedd91ea240f582e1c6d7f89cc5cee793",
"user_agent": "Opera/8.14.(X11; Linux x86_64; st-ZA) Presto/2.9.188 Version/12.00",
"session_id": "c94ecbd1-0264-4d84-b5a8-90baf8787a2f",
"risk_score": 42.02,
"confidence": 0.56
} | ejones | challenge | null | null | null | MITRE Technique: T1566.001 | Auth challenge for ejones via OAuth from 10.180.246.204 MITRE Technique: T1566.001 | null | null | null | null | 10.180.246.204 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 3d:07:24:fa:c8:20 |
55e978ab-dacd-4bd4-a153-c896e7fd6f89 | 2025-04-25T18:59:04 | network | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|low| desc=Network connection from 176.54.156.249 to 167.240.85.97 MITRE Technique: T1134.001 | {
"geo_location": "United States Virgin Islands",
"device_hash": "ad2951585dd7eac4196c64ae6bdbe82d42d20f57",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; niu-NU) AppleWebKit/535.39.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6535.39.7",
"session_id": "dada175b-2654-4504-8c96... | null | connection | null | null | null | MITRE Technique: T1134.001 | Network connection from 176.54.156.249 to 167.240.85.97 MITRE Technique: T1134.001 | {
"baseline_deviation": 1,
"entropy": 3.82,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 176.54.156.249 | 167.240.85.97 | null | null | null | null | null | null | null | null | null | null | HTTP | 651,508 | null | null | null |
686f047a-961c-440e-b5d0-94a735c31b0d | 2025-05-28T22:35:01 | ai | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|low| desc=AI system fine_tuning by davislisa No additional info | {
"geo_location": "Saint Martin",
"device_hash": "137b68b376b293d84c4e23782a6606c60695a96d5fade63e118cc77cac232871",
"user_agent": "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/25.0.831.0 Safari/531.1",
"session_id": "c39fad45-9fa5-40d1-8970-76f8088e7166",
"risk_score": 52.29,
"... | davislisa | fine_tuning | null | null | null | No additional info | AI system fine_tuning by davislisa No additional info | null | null | null | null | null | null | null | null | null | null | null | model-7512514e | 38e56d4d5bb9ec6ca16a632bf4724f394bdae148 | 741e73bc224b99933b751d1e67c9b78362a90d06 | null | null | null | null | null | null | null |
4afe6839-d5ce-4d63-bd93-3917d00ae239 | 2025-05-24T09:29:24 | cloud | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in AWS by riveradavid No additional info | {
"geo_location": "Palestinian Territory",
"device_hash": "4a6117b7bde2ee447222b78ea867416ab1bd1ae696384c8bb19be6fd5e2ec13e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Win 9x 4.90; Trident/5.1)",
"session_id": "5ce7bbeb-b095-44cb-86e3-a67df7367654",
"risk_score": 60.29,
"confidence": 0.1... | riveradavid | crypto_mining | null | null | null | No additional info | Cloud crypto_mining in AWS by riveradavid No additional info | null | null | null | null | null | null | null | null | null | AWS | res-c356b274 | null | null | null | null | null | null | null | null | null | null |
12fee06b-c886-4ea3-8b30-e9de3772b9a7 | 2025-05-15T20:21:38 | endpoint | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint registry_change /price/wrong.odp by cody77 No additional info | {
"geo_location": "Israel",
"device_hash": "08795afeb161fe3d55c8778cf3c193ce359a0f52",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/27.0.852.0 Safari/532.0",
"session_id": "ea9389f2-6de3-4ddf-82d7-1894d5f25051",
"risk_score": 100,
"confidence": 0.33
} | cody77 | registry_change | /price/wrong.odp | 1,504 | svchost.exe | No additional info | Endpoint registry_change /price/wrong.odp by cody77 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e7fa940b-d3b4-4c41-a251-db2d6265dba4 | 2025-07-11T11:23:11 | firewall | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall quarantine ICMP traffic from 198.194.134.143:28024 to 83.220.137.230:5711 MITRE Technique: T1543.003 | Associated Threat Actor: Cobalt Group | Geo anomaly: Impossible travel detected | {
"geo_location": "North Korea",
"device_hash": "4b23d5d6fb6105fee1bdbccc3198fd4a37092dfb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/3.1)",
"session_id": "97d29481-0190-47fe-9b70-47790580923e",
"risk_score": 75.64,
"confidence": 0.02
} | null | quarantine | null | null | null | MITRE Technique: T1543.003 | Associated Threat Actor: Cobalt Group | Geo anomaly: Impossible travel detected | Firewall quarantine ICMP traffic from 198.194.134.143:28024 to 83.220.137.230:5711 MITRE Technique: T1543.003 | Associated Threat Actor: Cobalt Group | Geo anomaly: Impossible travel detected | null | null | null | null | 198.194.134.143 | 83.220.137.230 | null | null | null | null | null | null | null | null | 28,024 | 5,711 | ICMP | 415,601 | 427 | null | null |
f2187bfa-a966-411f-aa5b-6ec4477cafcc | 2025-01-22T18:34:33 | auth | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|high| desc=Auth timeout for dcox via key from 85.169.70.44 No additional info | {
"geo_location": "Uzbekistan",
"device_hash": "64cb39228cb33431d08c7b93ee3a932e8a7eb7be",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/8167-06-28 18:37:50 Firefox/3.8",
"session_id": "268aa5bb-c31c-45dc-a5c1-5df6f57e8e72",
"risk_score": 38.94,
"confidence": 0.51
} | dcox | timeout | null | null | null | No additional info | Auth timeout for dcox via key from 85.169.70.44 No additional info | null | null | null | null | 85.169.70.44 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | d6:45:10:3a:99:53 |
098f3497-9a17-4d61-be44-b233368ecfc0 | 2028-07-21T19:17:46 | endpoint | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec guess by clarkmitchell Associated Threat Actor: Equation Group noise=QmFyLg== | {
"geo_location": "Togo",
"device_hash": "8e29629741be1b07cb0ee5bca676295e",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 3_2_2 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) FxiOS/16.1x0016.0 Mobile/28B929 Safari/533.2",
"session_id": "a30abecb-f457-49f5-8722-05bb28be24b1",
"risk_score": 50.04,
"con... | clarkmitchell | wmi_exec | guess | 6,397 | cmd.exe | Associated Threat Actor: Equation Group | Endpoint wmi_exec guess by clarkmitchell Associated Threat Actor: Equation Group | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
71003d6d-4ba9-4855-9949-b1eb3111c695 | 2025-02-05T02:17:43 | auth | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|high| desc=Auth challenge for jacksoncourtney via biometric from 190.18.81.161 MITRE Technique: T1543.003 | Unconventional IOC: CPU microcode changes | {
"geo_location": "Greece",
"device_hash": "7a9fa417d9e0f7150b5be95b48ba56236c6dd3489917d9472a3fbd47e44052a7",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; ja-JP) AppleWebKit/533.38.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6533.38.3",
"session_id": "8c0ab56d-84b1-4670-8e2... | jacksoncourtney | challenge | null | null | null | MITRE Technique: T1543.003 | Unconventional IOC: CPU microcode changes | Auth challenge for jacksoncourtney via biometric from 190.18.81.161 MITRE Technique: T1543.003 | Unconventional IOC: CPU microcode changes | null | null | null | null | 190.18.81.161 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | c5:83:92:61:52:01 |
73561f1e-913a-4a0e-bad2-250b3c1eabc0 | 2025-02-08T19:22:32 | 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 10.250.175.198 targeting N/A No additional info | {
"geo_location": "Suriname",
"device_hash": "db7952b8427a374bc95847981be6c7b7",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_0 rv:3.0; ff-SN) AppleWebKit/532.16.2 (KHTML, like Gecko) Version/4.0.2 Safari/532.16.2",
"session_id": "c85685dc-4654-46b2-8eff-bb1c135bbb9b",
"risk_score": 21.4,
"confi... | null | null | null | null | null | No additional info | ArcSight Alert: SQL Injection detected from 10.250.175.198 targeting N/A No additional info | {
"baseline_deviation": 2.18,
"entropy": 2.56,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 10.250.175.198 | N/A | SQL Injection | SIG-6600 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
99b5f1ee-0af1-49d2-8397-78485f610231 | 2025-04-29T23:47:59 | ids_alert | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|medium| desc=Elastic SIEM Alert: Zero-Day Exploit detected from 76.53.48.199 targeting 196.87.42.14 MITRE Technique: T1566.001 | Unconventional IOC: TPM attestation failures | {
"geo_location": "China",
"device_hash": "da3d0c8478c67da730063051515435001bca86e7ea92e26efea41cc05ff3b8af",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; sr-ME) AppleWebKit/535.34.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6535.34.6",
"session_id": "fc160320-0a66-4d7f-83c8... | null | null | null | null | null | MITRE Technique: T1566.001 | Unconventional IOC: TPM attestation failures | Elastic SIEM Alert: Zero-Day Exploit detected from 76.53.48.199 targeting 196.87.42.14 MITRE Technique: T1566.001 | Unconventional IOC: TPM attestation failures | null | null | null | null | 76.53.48.199 | 196.87.42.14 | Zero-Day Exploit | SIG-4438 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
bab2f60a-79be-4cba-9856-d535847e0e91 | 2025-03-04T03:40:55 | cloud | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in AWS by joshuaduncan MITRE Technique: T1574.002 | {
"geo_location": "Tanzania",
"device_hash": "b50678b8e809a83e9e836307ba5a29af",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/5.0)",
"session_id": "399db429-9580-4a23-8cb6-085eec1c2ebc",
"risk_score": 69.57,
"confidence": 0.92
} | joshuaduncan | config_change | null | null | null | MITRE Technique: T1574.002 | Cloud config_change in AWS by joshuaduncan MITRE Technique: T1574.002 | null | null | null | null | null | null | null | null | null | AWS | res-c892d308 | null | null | null | null | null | null | null | null | null | null |
5ed7c0f2-3600-4376-bf1c-440b3e61e7dc | 2025-05-17T06:48:04 | network | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 68.58.0.17 to 180.105.252.195 MITRE Technique: T1071.001 | {
"geo_location": "Bangladesh",
"device_hash": "70e5f28fb025b47e586adc1a0019fc36",
"user_agent": "Opera/8.94.(X11; Linux x86_64; ber-DZ) Presto/2.9.177 Version/12.00",
"session_id": "8ac92988-f588-44d2-b885-54e5d97525df",
"risk_score": 67.1,
"confidence": 0.31
} | null | protocol_anomaly | null | null | null | MITRE Technique: T1071.001 | Network protocol_anomaly from 68.58.0.17 to 180.105.252.195 MITRE Technique: T1071.001 | null | null | null | null | 68.58.0.17 | 180.105.252.195 | null | null | null | null | null | null | null | null | null | null | HTTP | 23,524 | null | null | null |
12b0a861-c215-461a-9111-b18d75db78c2 | 2025-01-19T04:04:49 | firewall | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|low| desc=Firewall deny RDP traffic from 175.43.235.250:389 to 216.243.63.123:61 No additional info | {
"geo_location": "Argentina",
"device_hash": "f41c591bcce4b5e844239a7c14c7e330",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/3581-06-25 16:00:30 Firefox/3.6.10",
"session_id": "f0301759-43e0-4817-9a58-eb9c112fc8d7",
"risk_score": 64.78,
"confidence": 0.97
} | null | deny | null | null | null | No additional info | Firewall deny RDP traffic from 175.43.235.250:389 to 216.243.63.123:61 No additional info | null | null | null | null | 175.43.235.250 | 216.243.63.123 | null | null | null | null | null | null | null | null | 389 | 61 | RDP | 831,619 | 1,150 | null | null |
29d9f1bc-37ad-4826-9761-788257b8ce10 | 2025-03-08T02:18:42 | iot | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|medium| desc=IoT device Camera unusual_activity No additional info | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "3a49ce2cfc7f899de4db95cd733f1e30",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/4.0)",
"session_id": "59e7863c-e61f-4d9d-a244-b18d77ba3397",
"risk_score": 12.78,
"confidence": 0.48
} | null | unusual_activity | null | null | null | No additional info | IoT device Camera unusual_activity No additional info | null | Camera | iot-bfcb082d | 2.2 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5a48ed59-0089-438a-8905-9981bfdd8bd8 | 2025-03-26T10:59:23 | firewall | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|info| desc=Firewall deny SMB traffic from 98.221.8.16:11791 to 106.16.99.226:1219 MITRE Technique: T1059.005 | {
"geo_location": "Bolivia",
"device_hash": "c980018c3401c895f092721549603dbb38820e0a9db6f17ec78260b69675b80a",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; brx-IN; rv:1.9.2.20) Gecko/7358-01-04 05:30:11 Firefox/12.0",
"session_id": "52918023-46fd-49c5-b8e3-8a7c08084847",
"risk_score": 18.32,
"confidence": 0... | null | deny | null | null | null | MITRE Technique: T1059.005 | Firewall deny SMB traffic from 98.221.8.16:11791 to 106.16.99.226:1219 MITRE Technique: T1059.005 | null | null | null | null | 98.221.8.16 | 106.16.99.226 | null | null | null | null | null | null | null | null | 11,791 | 1,219 | SMB | 448,893 | 1,724 | null | null |
cfb06506-ac02-4220-b332-57f43d06092c | 2025-04-17T07:54:16 | ai | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|low| desc=AI system adversarial_input by myersangela No additional info | {
"geo_location": "Lao People's Democratic Republic",
"device_hash": "6b657a504da98f80cf76332999949409da6d3ece8f4c434dfca3b4a0d3eaf1b2",
"user_agent": "Opera/9.61.(Windows NT 4.0; wal-ET) Presto/2.9.181 Version/12.00",
"session_id": "b9051ff6-32e2-4780-b42a-82cf8f73f424",
"risk_score": 13.48,
"confidence": ... | myersangela | adversarial_input | null | null | null | No additional info | AI system adversarial_input by myersangela No additional info | null | null | null | null | null | null | null | null | null | null | null | model-42142f1e | 9d448231e682ed4c5760136aa3dd3f1c9c1070ef8f245b9290a6f82590fdffc4 | 074186f182d13b609ba22c9252ae43841d44bdec | null | null | null | null | null | null | null |
3aa0a76d-fe9f-43b9-b9d5-05d6a10790fa | 2025-05-28T05:15:21 | network | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 174.148.232.113 to 163.243.174.103 MITRE Technique: T1071.001 | Associated Threat Actor: Inception Framework | {
"geo_location": "Central African Republic",
"device_hash": "ef17b7263df7d24491eb80aea7bab40e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/3.1)",
"session_id": "48c4601b-ea81-431d-96f7-aad33ccebd07",
"risk_score": 6.49,
"confidence": 0.01
} | null | latency_spike | null | null | null | MITRE Technique: T1071.001 | Associated Threat Actor: Inception Framework | Network latency_spike from 174.148.232.113 to 163.243.174.103 MITRE Technique: T1071.001 | Associated Threat Actor: Inception Framework | null | null | null | null | 174.148.232.113 | 163.243.174.103 | null | null | null | null | null | null | null | null | null | null | TCP | 399,979 | null | null | null |
a8747b41-1ae6-4889-89e0-bfb036932808 | 2025-02-07T15:00:00 | firewall | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|high| desc=Firewall drop TCP traffic from 139.9.210.30:598 to 10.99.214.52:821 No additional info | {
"geo_location": "American Samoa",
"device_hash": "8cdf0cc43f97cf27865af3db1f6440ca",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/534.19.5 (KHTML, like Gecko) Version/5.0 Safari/534.19.5",
"session_id": "f7eb6e38-47b4-4261-a1fd-b2e1841bf3f3",
"risk_score": 70.53,
"confidence": 0.45
... | null | drop | null | null | null | No additional info | Firewall drop TCP traffic from 139.9.210.30:598 to 10.99.214.52:821 No additional info | null | null | null | null | 139.9.210.30 | 10.99.214.52 | null | null | null | null | null | null | null | null | 598 | 821 | TCP | 567,105 | 2,532 | null | null |
1aa08cb7-7662-43ca-9411-55ecd49268ab | 2025-05-01T08:44:15 | auth | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|high| desc=Auth timeout for angela00 via SAML from 130.174.176.164 No additional info noise=least|political|state | {
"geo_location": "Slovenia",
"device_hash": "7e74c1a7499a7151d5022fe78455af008f6fa57c1d5ab6c6dc097ba43fd17f21",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; mg-MG) AppleWebKit/534.49.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6534.49.6",
"session_id": "6be65c88-7e52-45ad-9... | angela00 | timeout | null | null | null | No additional info | Auth timeout for angela00 via SAML from 130.174.176.164 No additional info | null | null | null | null | 130.174.176.164 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 5c:03:77:a4:a8:c7 |
bc0f0cd2-7949-4b2a-b603-d3dd144dc64c | 2025-04-22T07:23:49 | endpoint | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task study by patriciameyer No additional info noise=0103A32F | {
"geo_location": "Mayotte",
"device_hash": "d312034458899e6e2f462d571d890868c1df2fa5137c10514eb96379f5b4fab0",
"user_agent": "Mozilla/5.0 (Windows NT 5.0) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/53.0.844.0 Safari/534.1",
"session_id": "df922990-c05d-4543-9537-08a258abac39",
"risk_score": 62.43,
"confi... | patriciameyer | scheduled_task | study | 4,176 | svchost.exe | No additional info | Endpoint scheduled_task study by patriciameyer No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3cb6fb5e-b5ef-4c20-8b66-d1ad84186504 | 2025-06-26T17:29:39 | ids_alert | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|high| desc=Carbon Black Alert: AI Model Poisoning detected from 10.235.225.9 targeting 219.191.62.77 No additional info | {
"geo_location": "Kiribati",
"device_hash": "5e08b391961669e636305cef6ba3e08afa242f57",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; gez-ET) AppleWebKit/533.47.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6533.47.6",
"session_id": "0231fa42-18b0-4b75-b02b-c579c658f4dd",
"r... | null | null | null | null | null | No additional info | Carbon Black Alert: AI Model Poisoning detected from 10.235.225.9 targeting 219.191.62.77 No additional info | null | null | null | null | 10.235.225.9 | 219.191.62.77 | AI Model Poisoning | SIG-2164 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
d9a79b32-c073-411b-b73e-9b79d71d494b | 2025-01-29T14:39:21 | network | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|info| desc=Network latency_spike from 105.176.123.41 to 199.66.191.170 MITRE Technique: T1078.004 | {
"geo_location": "Tanzania",
"device_hash": "6927da113db2cbc2049b3207d5b70853cfebfe2ba9f3cbd8caace3c0b46db090",
"user_agent": "Opera/8.69.(Windows NT 5.2; lzh-TW) Presto/2.9.164 Version/10.00",
"session_id": "62ec868a-1d18-441f-ab59-7c9564a945c0",
"risk_score": 21.96,
"confidence": 0.84
} | null | latency_spike | null | null | null | MITRE Technique: T1078.004 | Network latency_spike from 105.176.123.41 to 199.66.191.170 MITRE Technique: T1078.004 | null | null | null | null | 105.176.123.41 | 199.66.191.170 | null | null | null | null | null | null | null | null | null | null | UDP | 533,150 | null | null | null |
24016cd9-a45b-417c-8057-97d54318db20 | 2025-01-17T06:37:15 | ids_alert | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|critical| desc=Snort Alert: Cloud API Abuse detected from 178.239.73.169 targeting 190.206.248.198 No additional info | {
"geo_location": "Mauritania",
"device_hash": "3ad97a76f16435237b5893b5d16ff2f6d879c08b39692777f6eec06da25069de",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/5141-02-06 22:16:57 Firefox/3.6.17",
"session_id": "19a23d3f-1164-43bf-8e93-4c79ea1a04d4",
"risk_score": 52.31,
"confidence": 0.2... | null | null | null | null | null | No additional info | Snort Alert: Cloud API Abuse detected from 178.239.73.169 targeting 190.206.248.198 No additional info | null | null | null | null | 178.239.73.169 | 190.206.248.198 | Cloud API Abuse | SIG-2126 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
dfdae2e1-c9fb-4c23-9823-46fd5f2b2848 | 2025-04-29T09:35:10 | cloud | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|high| desc=Cloud storage_access in GCP by gsherman MITRE Technique: T1190 | {
"geo_location": "Kenya",
"device_hash": "2267bc99d7e49b4d2da77072574534ae79e4b812",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 9_3_6 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) FxiOS/14.7b7235.0 Mobile/70A719 Safari/533.2",
"session_id": "3ca462c2-2dab-4d44-af30-bef10238b058",
"risk_score": ... | gsherman | storage_access | null | null | null | MITRE Technique: T1190 | Cloud storage_access in GCP by gsherman MITRE Technique: T1190 | null | null | null | null | null | null | null | null | null | GCP | res-044f63c5 | null | null | null | null | null | null | null | null | null | null |
f86d79c6-c647-41e3-aa40-d2c24ac0651a | 2025-03-03T07:48:40 | auth | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for ecox via biometric from 146.54.233.235 MITRE Technique: T1053.005 | {
"geo_location": "Burkina Faso",
"device_hash": "a9ff5b53a610f52686db8af6c529e7ff",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/5.1)",
"session_id": "4c03acbf-eaa8-417d-b5f5-fefec66c897d",
"risk_score": 15.67,
"confidence": 0.67
} | ecox | challenge | null | null | null | MITRE Technique: T1053.005 | Auth challenge for ecox via biometric from 146.54.233.235 MITRE Technique: T1053.005 | null | null | null | null | 146.54.233.235 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | b7:52:a9:0f:88:aa |
96eea696-4f1e-44b0-a4b1-08339fe18397 | 2025-07-03T16:00:20 | endpoint | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|low| desc=Endpoint file_access /language/into.csv by johnsonjill No additional info | {
"geo_location": "Croatia",
"device_hash": "35df23b99bfb71bbbf090c81afbb7f03",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/4.1)",
"session_id": "f694f650-9607-4432-8e69-fbd02fd4a949",
"risk_score": 39.77,
"confidence": 0.6
} | johnsonjill | file_access | /language/into.csv | 9,788 | powershell.exe | No additional info | Endpoint file_access /language/into.csv by johnsonjill No additional info | {
"baseline_deviation": 2.29,
"entropy": 5.92,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
51857895-8a1e-4fb7-9877-5651f4c70b65 | 2025-02-05T03:50:22 | endpoint | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|medium| desc=Endpoint service_install /lose/keep.key by stephensmith No additional info | {
"geo_location": "Estonia",
"device_hash": "cf4b8fd7a2d080dec9296352ba64fad51a7555779ab124ea853775e09bd6ad46",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 4_2_1 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) CriOS/16.0.812.0 Mobile/02Z919 Safari/532.2",
"session_id": "02ab69d2-b858-4efe-b2cf-ad9c7ab934... | stephensmith | service_install | /lose/keep.key | 5,234 | svchost.exe | No additional info | Endpoint service_install /lose/keep.key by stephensmith No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d685385e-fa25-4d87-8aa7-1fe81b0dd761 | 2025-04-02T19:54:47 | endpoint | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection /behind/white.avi by john74 No additional info | {
"geo_location": "Rwanda",
"device_hash": "4cbd8d7dee7a7ec0ddfafe393763ac6e",
"user_agent": "Opera/8.58.(Windows NT 4.0; yo-NG) Presto/2.9.187 Version/10.00",
"session_id": "bfda24cb-4e46-4bd2-83e4-f7e380245579",
"risk_score": 62.39,
"confidence": 0.82
} | john74 | memory_injection | /behind/white.avi | 6,041 | cmd.exe | No additional info | Endpoint memory_injection /behind/white.avi by john74 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c84431e0-352f-4639-afea-7fccc07efcb9 | 2025-07-09T13:08:54 | ids_alert | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|medium| desc=AlienVault Alert: Credential Stuffing detected from 108.108.57.165 targeting N/A No additional info | {
"geo_location": "Dominica",
"device_hash": "c750be05e47fc46e6337eaf9f6e11d68688e1ab0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Trident/4.1)",
"session_id": "d5e39de9-8108-4450-8b88-da7484c7f49b",
"risk_score": 66.73,
"confidence": 0.51
} | null | null | null | null | null | No additional info | AlienVault Alert: Credential Stuffing detected from 108.108.57.165 targeting N/A No additional info | null | null | null | null | 108.108.57.165 | N/A | Credential Stuffing | SIG-9185 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
080a02f5-f227-41cc-a978-3ed786a7d45c | 2025-03-10T10:31:56 | iot | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|high| desc=IoT device Medical unusual_activity MITRE Technique: T1566.001 | Associated Threat Actor: Wizard Spider | {
"geo_location": "Yemen",
"device_hash": "21d6a7a017db7c54b696ab1e2489b9cc7c596d4ab7014f24abc67dced97393f4",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 5_1_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) FxiOS/17.3f4812.0 Mobile/23G919 Safari/531.0",
"session_id": "6703f30e-8ca2-4ebd-b125-3cf53756c46... | null | unusual_activity | null | null | null | MITRE Technique: T1566.001 | Associated Threat Actor: Wizard Spider | IoT device Medical unusual_activity MITRE Technique: T1566.001 | Associated Threat Actor: Wizard Spider | {
"baseline_deviation": 1.12,
"entropy": 7.52,
"frequency_anomaly": false,
"sequence_anomaly": true
} | Medical | iot-1889ff98 | 3.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5a9e6510-2979-4505-9cee-bd29487640b8 | 2025-05-08T18:54:49 | iot | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor physical_tamper MITRE Technique: T1078.004 | Associated Threat Actor: Scattered Spider | Unconventional IOC: UEFI variable tampering noise=search/main | {
"geo_location": "Pakistan",
"device_hash": "cfa29d64c262de92c071c335ae4ce1d016a1f69d",
"user_agent": "Opera/9.34.(X11; Linux x86_64; ta-LK) Presto/2.9.176 Version/10.00",
"session_id": "ee1181f4-a95e-4904-9a7d-900bd3d5b87b",
"risk_score": 44.36,
"confidence": 0.22
} | null | physical_tamper | null | null | null | MITRE Technique: T1078.004 | Associated Threat Actor: Scattered Spider | Unconventional IOC: UEFI variable tampering | IoT device Sensor physical_tamper MITRE Technique: T1078.004 | Associated Threat Actor: Scattered Spider | Unconventional IOC: UEFI variable tampering | null | Sensor | iot-583b285d | 6.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7f7a24f5-e44c-461a-ad38-df33cb37a736 | 2025-04-14T00:21:48 | ids_alert | OSSEC v3.7.0 | emergency | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|emergency| desc=OSSEC Alert: ICS Attack detected from 148.138.143.27 targeting 10.227.19.111 No additional info | {
"geo_location": "Ireland",
"device_hash": "28090ab75ef96c645c5d8b1f4d6baff0",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 8_4_1 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) FxiOS/15.4i9814.0 Mobile/41R124 Safari/533.0",
"session_id": "08466f2b-9fc5-4f56-9ebe-323ba40fbddd",
"risk_score": 66.64,
"... | null | null | null | null | null | No additional info | OSSEC Alert: ICS Attack detected from 148.138.143.27 targeting 10.227.19.111 No additional info | null | null | null | null | 148.138.143.27 | 10.227.19.111 | ICS Attack | SIG-9092 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
7a8c3ccd-c6c4-4bd6-9110-dc735410c724 | 2030-01-05T13:03:16 | cloud | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|low| desc=Cloud permission_escalation in OCI by yvonne49 Associated Threat Actor: Lazarus Group | {
"geo_location": "France",
"device_hash": "15f97e805aec81ffd2d05f602cc3d19851d71024",
"user_agent": "Mozilla/5.0 (Windows NT 5.0) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/30.0.891.0 Safari/533.0",
"session_id": "d380ebdf-7e67-4dfe-989a-58758379cfb8",
"risk_score": 66.37,
"confidence": 0.05
} | yvonne49 | permission_escalation | null | null | null | Associated Threat Actor: Lazarus Group | Cloud permission_escalation in OCI by yvonne49 Associated Threat Actor: Lazarus Group | {
"baseline_deviation": 2.73,
"entropy": 3.99,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | OCI | res-8099beec | null | null | null | null | null | null | null | null | null | null |
145018d1-fbae-4d05-8111-051e42c7e76e | 2025-07-09T07:57:01 | ai | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by aalexander No additional info | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "a8b686bc98a99da915771d3d97e058a7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/5.1)",
"session_id": "58ab7934-b7df-4d8b-ae69-f60db9e896a6",
"risk_score": 32.18,
"confidence": 0.02
} | aalexander | prompt_injection | null | null | null | No additional info | AI system prompt_injection by aalexander No additional info | null | null | null | null | null | null | null | null | null | null | null | model-b04e52d1 | 0994b04a6464b9f1dd93832a83f5633e | a9ec5c53ec84fc1bf03c0f45b7f27a7d948a338e | null | null | null | null | null | null | null |
42e8f006-5973-4d6b-aaaf-65bf2de7bcf2 | 2026-12-09T11:03:49 | network | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 175.50.150.162 to 203.185.10.82 No additional info noise=C38A01E1 | {
"geo_location": "Madagascar",
"device_hash": "84efb67618d18900708f0cc03b3e6983acb2858c",
"user_agent": "Opera/9.57.(Windows NT 4.0; tg-TJ) Presto/2.9.181 Version/12.00",
"session_id": "d0fe7d0f-77a2-4845-90d2-07cc93b37db0",
"risk_score": 44.99,
"confidence": 0.09
} | null | disconnection | null | null | null | No additional info | Network disconnection from 175.50.150.162 to 203.185.10.82 No additional info | null | null | null | null | 175.50.150.162 | 203.185.10.82 | null | null | null | null | null | null | null | null | null | null | TCP | 898,961 | null | null | null |
68d60d22-21e6-4dc5-9a1e-2fbabe60e1d7 | 2025-04-14T11:45:51 | endpoint | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_start bring by danielle48 No additional info | {
"geo_location": "Kazakhstan",
"device_hash": "98ff3f7f466639e2a6c7bc630c3ad257c733d124",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/533.18.3 (KHTML, like Gecko) Version/5.1 Safari/533.18.3",
"session_id": "5492b0ff-8bc7-4df3-bda8-4848d3b9f34b",
"risk_score": 67.9,
"confidence": 0.... | danielle48 | process_start | bring | 4,584 | svchost.exe | No additional info | Endpoint process_start bring by danielle48 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
328bb825-9af6-4502-b9b0-526602c22112 | 2025-06-18T03:05:12 | ids_alert | Trellix v10.7.0 | emergency | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|emergency| desc=Trellix Alert: Domain Fronting detected from 7.239.146.30 targeting 51.240.2.60 No additional info | {
"geo_location": "Ecuador",
"device_hash": "de72c8c28f83598e3b525fd6f411406c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; uk-UA) AppleWebKit/535.46.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6535.46.2",
"session_id": "909bdbee-d4a6-481d-ba92-c67b4d7bba4b",
"risk_score"... | null | null | null | null | null | No additional info | Trellix Alert: Domain Fronting detected from 7.239.146.30 targeting 51.240.2.60 No additional info | null | null | null | null | 7.239.146.30 | 51.240.2.60 | Domain Fronting | SIG-3797 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
376e9cd4-0222-4f22-a2be-8a722cd55cab | 2025-04-09T06:01:47 | endpoint | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|medium| desc=Endpoint persistence_mechanism /guess/conference.mov by alexandra52 No additional info noise=list/search | {
"geo_location": "Gibraltar",
"device_hash": "7ab5c0a76743e5fe3c05de2ef7d6210defe87cb6a6c4daef595221a10326f93e",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 7_1_2 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) FxiOS/12.3h8497.0 Mobile/71M919 Safari/531.1",
"session_id": "26095610-9d23-4133-becd-b95... | alexandra52 | persistence_mechanism | /guess/conference.mov | 8,284 | svchost.exe | No additional info | Endpoint persistence_mechanism /guess/conference.mov by alexandra52 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
578c80f8-7867-4486-abc6-8ad9393edecb | 2025-02-26T08:33:33 | iot | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|info| desc=IoT device Camera unusual_activity No additional info | {
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "d44e3a7224aed57c0aaa499892b97455a0b5222bd641a7508547fb7fd7192d46",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_2_1 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) FxiOS/14.3u4089.0 Mobile/23F228 Safari/532.2",
"session_id": "26c8d5a4-803e-4c... | null | unusual_activity | null | null | null | No additional info | IoT device Camera unusual_activity No additional info | null | Camera | iot-0c8f81b6 | 4.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bdc240af-323d-45d5-a326-80b074e5aea8 | 2025-05-07T10:42:02 | endpoint | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint service_install /food/car.docx by nmercer No additional info | {
"geo_location": "Seychelles",
"device_hash": "c14da03fe262aa76d16d4b794810068e6f51a2c2fabf0081cef6359a8ad57912",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; oc-FR; rv:1.9.0.20) Gecko/7651-04-14 01:51:33 Firefox/3.6.17",
"session_id": "a31b16c3-25a5-484f-94a1-581e6d8f938d",
"risk_score": 12.47,
"confidence... | nmercer | service_install | /food/car.docx | 3,611 | svchost.exe | No additional info | Endpoint service_install /food/car.docx by nmercer No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
222a82b0-6814-46b9-a505-a498802f7292 | 2025-04-07T09:05:45 | firewall | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only NTP traffic from 2.199.130.61:744 to 219.166.126.208:50384 Associated Threat Actor: Conti noise=nation|according|pick | {
"geo_location": "Moldova",
"device_hash": "073c24f9d9484efbc7270688b303ad4d300d603d716093afed5d859407117876",
"user_agent": "Opera/8.62.(Windows CE; fi-FI) Presto/2.9.161 Version/11.00",
"session_id": "4ddf802d-571e-4c3a-b7ea-ed87eb970217",
"risk_score": 35.57,
"confidence": 0.37
} | null | log-only | null | null | null | Associated Threat Actor: Conti | Firewall log-only NTP traffic from 2.199.130.61:744 to 219.166.126.208:50384 Associated Threat Actor: Conti | null | null | null | null | 2.199.130.61 | 219.166.126.208 | null | null | null | null | null | null | null | null | 744 | 50,384 | NTP | 50,256 | 1,780 | null | null |
5cf61fe7-53b5-47a9-9c7f-06fc8ced6cb5 | 2025-04-18T10:28:48 | endpoint | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec study by wjones No additional info | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "4b6a1afc38ab931b75e98c8fd0d3232d",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_3) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/24.0.865.0 Safari/534.1",
"session_id": "37d1758d-9a85-402c-8bd0-ff344799be93",
"risk_score": 51.9,
"... | wjones | wmi_exec | study | 3,870 | explorer.exe | No additional info | Endpoint wmi_exec study by wjones No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9230a98c-e657-4bb3-bf45-ce8133e124d2 | 2025-06-05T22:32:27 | cloud | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|high| desc=Cloud container_escape in OCI by meyerssean MITRE Technique: T1110.003 | {
"geo_location": "Portugal",
"device_hash": "ef0d8b7ec688e3348994a2e6e155326deb6ec174",
"user_agent": "Opera/8.36.(X11; Linux x86_64; sv-FI) Presto/2.9.173 Version/10.00",
"session_id": "59dad103-183a-4d4a-812d-1cd9ba85d43f",
"risk_score": 63.88,
"confidence": 0.03
} | meyerssean | container_escape | null | null | null | MITRE Technique: T1110.003 | Cloud container_escape in OCI by meyerssean MITRE Technique: T1110.003 | null | null | null | null | null | null | null | null | null | OCI | res-b1195357 | null | null | null | null | null | null | null | null | null | null |
deef3fb1-1d81-4b90-a702-35867ac5fdee | 2025-06-16T10:38:17 | network | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|low| desc=Network disconnection from 183.255.142.245 to 219.134.65.182 No additional info | {
"geo_location": "Jersey",
"device_hash": "312ea780919bda67639c878d367c77a2aa2850d5ef64dcb51925b4eba17b1dfc",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_5; rv:1.9.6.20) Gecko/2762-06-09 22:11:59 Firefox/3.6.14",
"session_id": "3933b0e5-a6d0-4ba9-96d8-e401f4093419",
"risk_score": 85.22,
"co... | null | disconnection | null | null | null | No additional info | Network disconnection from 183.255.142.245 to 219.134.65.182 No additional info | null | null | null | null | 183.255.142.245 | 219.134.65.182 | null | null | null | null | null | null | null | null | null | null | ICMP | 789,319 | null | null | null |
a8f6c16e-240f-4011-9da5-5eb783833559 | 2025-04-24T16:14:56 | cloud | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|critical| desc=Cloud permission_escalation in AWS by mccallnicholas No additional info | {
"geo_location": "Hong Kong",
"device_hash": "536a83fe9db51ce2e831bcf5dcaf2b92dbca15fb",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/535.25.5 (KHTML, like Gecko) Version/4.0.4 Safari/535.25.5",
"session_id": "f52930b2-2de3-48db-98c3-60e138d5ef0c",
"risk_score": 46.33,
"confidence": ... | mccallnicholas | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in AWS by mccallnicholas No additional info | null | null | null | null | null | null | null | null | null | AWS | res-4bd6d883 | null | null | null | null | null | null | null | null | null | null |
4a497712-d7a1-4253-a7a0-b655286f3716 | 2025-03-21T04:57:24 | firewall | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine SSH traffic from 9.126.50.246:299 to 76.68.37.27:850 Geo anomaly: Impossible travel detected noise=laugh|high|likely | {
"geo_location": "Japan",
"device_hash": "b7629d81ed7f7c9743780c0e7795bbae055104066e1336721e85fa4046f74cc3",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_1 rv:2.0; uz-UZ) AppleWebKit/533.35.4 (KHTML, like Gecko) Version/4.0 Safari/533.35.4",
"session_id": "bdea935d-0233-4873-b411-49dc1af74c37",
... | null | quarantine | null | null | null | Geo anomaly: Impossible travel detected | Firewall quarantine SSH traffic from 9.126.50.246:299 to 76.68.37.27:850 Geo anomaly: Impossible travel detected | null | null | null | null | 9.126.50.246 | 76.68.37.27 | null | null | null | null | null | null | null | null | 299 | 850 | SSH | 582,749 | 1,529 | null | null |
d83360fa-99f4-47ed-abf1-67fbb86d1e00 | 2025-01-12T23:20:36 | iot | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat physical_tamper Associated Threat Actor: Lazarus Group | {
"geo_location": "Portugal",
"device_hash": "9390482abf944117c2c37449db26fc62ac2da4cf",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/7313-06-24 13:05:22 Firefox/3.6.17",
"session_id": "fe22d326-5b73-4c8a-ae2e-1da6a8779b9f",
"risk_score": 55.34,
"confidence": 0.02
} | null | physical_tamper | null | null | null | Associated Threat Actor: Lazarus Group | IoT device Thermostat physical_tamper Associated Threat Actor: Lazarus Group | {
"baseline_deviation": 1.53,
"entropy": 4.78,
"frequency_anomaly": true,
"sequence_anomaly": false
} | Thermostat | iot-796752d6 | 9.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
61e43aa3-750d-48dd-bb18-33e79cb2f737 | 2025-05-13T18:54:47 | iot | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|high| desc=IoT device Thermostat unusual_activity No additional info | {
"geo_location": "Belize",
"device_hash": "b8e67567d37a559952e75b435e1d2a7a8c491f04",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_2; rv:1.9.2.20) Gecko/6878-01-29 18:22:54 Firefox/10.0",
"session_id": "81ea495c-bd1b-4f7c-8fb0-9903d8852640",
"risk_score": 48.86,
"confidence": 0.03
} | null | unusual_activity | null | null | null | No additional info | IoT device Thermostat unusual_activity No additional info | null | Thermostat | iot-5113ab0f | 6.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6dcf2eaf-5983-4efa-92c4-1bb377f0c3da | 2025-06-21T04:34:31 | network | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 32.66.24.240 to 122.200.75.48 No additional info | {
"geo_location": "Philippines",
"device_hash": "dd9b21ca6f0bb8d751f52428bb777a6ce5e3d569",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_9; rv:1.9.6.20) Gecko/5084-04-24 18:07:19 Firefox/3.8",
"session_id": "e350e852-3730-4b11-a646-c10e26b0d060",
"risk_score": 24.53,
"confidence": 0.23
} | null | covert_channel | null | null | null | No additional info | Network covert_channel from 32.66.24.240 to 122.200.75.48 No additional info | null | null | null | null | 32.66.24.240 | 122.200.75.48 | null | null | null | null | null | null | null | null | null | null | TCP | 27,185 | null | null | null |
b269cef5-10a7-41dc-ab49-dd6d7075b5e3 | 2025-07-03T18:07:13 | 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 Sensor firmware_update Associated Threat Actor: Scattered Spider | {
"geo_location": "Luxembourg",
"device_hash": "d38a9dcbc08b37bd2ebfe935e814aa295d333540f87644046d221c24ddaca61a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/5.1)",
"session_id": "beb46e6c-235b-42d6-aff3-5a6c18b0f115",
"risk_score": 70.39,
"confidence": 0.65
} | null | firmware_update | null | null | null | Associated Threat Actor: Scattered Spider | IoT device Sensor firmware_update Associated Threat Actor: Scattered Spider | null | Sensor | iot-e30a5ddf | 5.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7921fad8-83ec-4ddf-94a9-291eae1118f9 | 2025-05-11T01:37:12 | auth | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|high| desc=Auth locked for christophercampbell via password from 80.25.46.79 No additional info | {
"geo_location": "Mozambique",
"device_hash": "b6564273a9ebf94f8ae562fd66151f1a4418f732",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/4.0)",
"session_id": "2d9e5b6d-2273-46fe-9012-1e4fb1060ffb",
"risk_score": 47.17,
"confidence": 0.1
} | christophercampbell | locked | null | null | null | No additional info | Auth locked for christophercampbell via password from 80.25.46.79 No additional info | null | null | null | null | 80.25.46.79 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 4e:77:e9:ee:6d:b0 |
178278f1-7d3d-4c25-a71c-eb0576d5dead | 2025-01-17T02:06:53 | network | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 10.199.155.84 to 9.141.116.12 MITRE Technique: T1204.002 | {
"geo_location": "Tokelau",
"device_hash": "3321ed46a0560b9b3b5e834ae09099a2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/5.0)",
"session_id": "b901ea49-db75-49a8-8ee6-6e2d1bb79efd",
"risk_score": 48.82,
"confidence": 0.96
} | null | bandwidth_usage | null | null | null | MITRE Technique: T1204.002 | Network bandwidth_usage from 10.199.155.84 to 9.141.116.12 MITRE Technique: T1204.002 | null | null | null | null | 10.199.155.84 | 9.141.116.12 | null | null | null | null | null | null | null | null | null | null | UDP | 36,513 | null | null | null |
6927c42d-65bc-4e18-9538-7170e53dd7f9 | 2025-02-04T17:42:49 | cloud | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|info| desc=Cloud permission_escalation in Alibaba by brandon74 No additional info | {
"geo_location": "United Kingdom",
"device_hash": "03dd7e5f3550ff2553cfc22bd780a3118f93b33c1afe6b85910ec67c1ba9fcef",
"user_agent": "Opera/9.13.(Windows NT 5.0; mk-MK) Presto/2.9.171 Version/11.00",
"session_id": "9a4bfb73-9f50-4ed3-82a5-7a14cab0790a",
"risk_score": 26.56,
"confidence": 0.85
} | brandon74 | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in Alibaba by brandon74 No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-746b28dd | null | null | null | null | null | null | null | null | null | null |
254dd060-324a-4bdf-ad81-80757656e4e7 | 2025-05-17T02:37:11 | 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: Supply Chain Compromise detected from 10.70.174.224 targeting N/A MITRE Technique: T1053.005 | Associated Threat Actor: Leafminer noise=black|woman|world | {
"geo_location": "Portugal",
"device_hash": "461e7fa70463ad2f1c76617bec71502d",
"user_agent": "Mozilla/5.0 (Windows 95; hne-IN; rv:1.9.2.20) Gecko/8175-07-17 22:16:10 Firefox/3.8",
"session_id": "7c024779-a4b5-412d-8ec1-785ea6a34b11",
"risk_score": 70.71,
"confidence": 0.39
} | null | null | null | null | null | MITRE Technique: T1053.005 | Associated Threat Actor: Leafminer | Microsoft Sentinel Alert: Supply Chain Compromise detected from 10.70.174.224 targeting N/A MITRE Technique: T1053.005 | Associated Threat Actor: Leafminer | null | null | null | null | 10.70.174.224 | N/A | Supply Chain Compromise | SIG-5047 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
90211f23-207f-4961-9c3d-56f55470acb9 | 2025-01-18T17:02:19 | endpoint | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint service_install true by tinaellis MITRE Technique: T1134.001 | Associated Threat Actor: Cobalt Group | {
"geo_location": "Spain",
"device_hash": "ab972d33c4f6558df33fb2df5f21235d7e754f89",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/3458-04-03 04:39:32 Firefox/14.0",
"session_id": "188d0209-5f45-47bf-a873-c1a611d26dc2",
"risk_score": 54.18,
"confidence": 0.18
} | tinaellis | service_install | true | 927 | powershell.exe | MITRE Technique: T1134.001 | Associated Threat Actor: Cobalt Group | Endpoint service_install true by tinaellis MITRE Technique: T1134.001 | Associated Threat Actor: Cobalt Group | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bd656322-267f-4566-b077-163ee9b3e27e | 2025-01-28T13:56:11 | cloud | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in OCI by christophertaylor No additional info noise=UGVyaGFwcy4= | {
"geo_location": "Belarus",
"device_hash": "26b7594b8d0f77c49f5556e989ceec248ac15dd86817e06c9e017b5d0739f1d3",
"user_agent": "Opera/8.86.(Windows CE; km-KH) Presto/2.9.190 Version/11.00",
"session_id": "c6354dfd-4b0c-426d-8355-c185c0185fae",
"risk_score": 75.35,
"confidence": 0.22
} | christophertaylor | crypto_mining | null | null | null | No additional info | Cloud crypto_mining in OCI by christophertaylor No additional info | null | null | null | null | null | null | null | null | null | OCI | res-4209e04e | null | null | null | null | null | null | null | null | null | null |
f03339c6-a1d0-4ec2-924f-f36babaf5293 | 2029-07-22T23:57:29 | iot | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|high| desc=IoT device Medical side_channel MITRE Technique: T1110.003 noise=EEC1CE31 | {
"geo_location": "Guinea-Bissau",
"device_hash": "fa914d8d5bab2c7bff3013cd0e346245d01675e9a3dc98fe323f7c79606327db",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90; lt-LT; rv:1.9.2.20) Gecko/7105-08-29 10:49:02 Firefox/3.8",
"session_id": "313e0252-a128-4f1f-9255-dace875caf88",
"risk_score": 7.45,
"co... | null | side_channel | null | null | null | MITRE Technique: T1110.003 | IoT device Medical side_channel MITRE Technique: T1110.003 | null | Medical | iot-bf6ff3a8 | 2.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dab6a314-ee96-4346-a7b2-86861086d526 | 2025-04-03T07:53:25 | network | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 91.49.33.103 to 100.193.60.216 No additional info | {
"geo_location": "France",
"device_hash": "94715f1aa147c8128787771b84a9a9f8",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/46.0.869.0 Safari/536.2",
"session_id": "c0e2fe01-69ca-45a2-9804-96af349eb3c1",
"risk_score": 55.02,
"confidence": 0.78
} | null | bandwidth_usage | null | null | null | No additional info | Network bandwidth_usage from 91.49.33.103 to 100.193.60.216 No additional info | null | null | null | null | 91.49.33.103 | 100.193.60.216 | null | null | null | null | null | null | null | null | null | null | HTTP | 944,660 | null | null | null |
ac23d4c3-2de0-4c0b-bd55-1517aa81a4d4 | 2025-06-15T12:27:38 | ids_alert | CrowdStrike v6.45.0 | emergency | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|emergency| desc=CrowdStrike Alert: Brute Force detected from 188.126.193.42 targeting 164.123.90.155 No additional info | {
"geo_location": "Iran",
"device_hash": "91ac397f00e0f16b0121880d8a6f22b434d3c051d56c568cc7104cd1770fb19e",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_5 rv:3.0; mn-MN) AppleWebKit/535.9.1 (KHTML, like Gecko) Version/5.0 Safari/535.9.1",
"session_id": "ec736bf4-4c7f-4966-bc87-78dafdcdfdd3",
"... | null | null | null | null | null | No additional info | CrowdStrike Alert: Brute Force detected from 188.126.193.42 targeting 164.123.90.155 No additional info | null | null | null | null | 188.126.193.42 | 164.123.90.155 | Brute Force | SIG-3083 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
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