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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
b2842c74-8729-4438-9a27-b7209346b4ec | 2025-04-23T17:54:51 | auth | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|low| desc=Auth success for khansophia via passwordless from 126.81.52.73 MITRE Technique: T1547.001 | {
"geo_location": "Russia",
"device_hash": "856003f3bcf5afdada213a67708a606ebe391afd953e0f47dd0ed5e4a8ceba8a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.01; Trident/4.0)",
"session_id": "026b6a5e-ea51-4a0c-b4fe-45010f96902d",
"risk_score": 68.21,
"confidence": 0.33
} | khansophia | success | null | null | null | MITRE Technique: T1547.001 | Auth success for khansophia via passwordless from 126.81.52.73 MITRE Technique: T1547.001 | null | null | null | null | 126.81.52.73 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | c9:69:8d:2f:e2:dc |
44ec7a53-2573-4ad6-8e21-a6da68c5f23b | 2025-05-14T12:27:47 | firewall | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|low| desc=Firewall allow UDP traffic from 109.94.53.111:853 to 10.48.151.252:40 Associated Threat Actor: REvil | {
"geo_location": "China",
"device_hash": "c254a9b4b84f9e3d9c9fd48dc0dc2403",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/533.6.5 (KHTML, like Gecko) Version/4.1 Safari/533.6.5",
"session_id": "8a02f7ac-71b5-43a0-8644-c1bd0307391a",
"risk_score": 32.95,
"confidence": 0.42
} | null | allow | null | null | null | Associated Threat Actor: REvil | Firewall allow UDP traffic from 109.94.53.111:853 to 10.48.151.252:40 Associated Threat Actor: REvil | null | null | null | null | 109.94.53.111 | 10.48.151.252 | null | null | null | null | null | null | null | null | 853 | 40 | UDP | 618,229 | 629 | null | null |
a8a6882b-5ada-4b87-ae56-b281d94352c7 | 2025-01-16T16:47:05 | endpoint | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|low| desc=Endpoint registry_change /go/dog.mp4 by sjones MITRE Technique: T1574.002 | {
"geo_location": "Barbados",
"device_hash": "0cb622736ea61ca357d1b4feae941289",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.0; Trident/5.1)",
"session_id": "3a72324f-bfb8-46cf-945e-02c75e13ed99",
"risk_score": 55.74,
"confidence": 0.37
} | sjones | registry_change | /go/dog.mp4 | 1,989 | svchost.exe | MITRE Technique: T1574.002 | Endpoint registry_change /go/dog.mp4 by sjones MITRE Technique: T1574.002 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0170c459-15bd-442e-a1af-2156d9361b88 | 2025-03-02T23:19:25 | 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 MITRE Technique: T1574.002 | {
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "5142ac28fb21e1899747e3077b6f8916",
"user_agent": "Mozilla/5.0 (Windows NT 11.0; hu-HU; rv:1.9.0.20) Gecko/6087-10-24 11:42:41 Firefox/14.0",
"session_id": "9773de64-3497-4d9a-a01f-7a55af69e7f6",
"risk_score": 25.36,
"confidence": 0.74
} | null | unusual_activity | null | null | null | MITRE Technique: T1574.002 | IoT device Medical unusual_activity MITRE Technique: T1574.002 | null | Medical | iot-3240c531 | 6.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0c34d1c6-6e89-4678-a4f7-170befb604ef | 2025-02-28T07:18:42 | cloud | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|medium| desc=Cloud lambda_execution in Alibaba by gfry MITRE Technique: T1190 | {
"geo_location": "Suriname",
"device_hash": "6a7547d7f9a4d328c33c58c290a4d985",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/4.1)",
"session_id": "862fcee6-e25c-490b-a24d-2ea96e7fadbb",
"risk_score": 44,
"confidence": 0.27
} | gfry | lambda_execution | null | null | null | MITRE Technique: T1190 | Cloud lambda_execution in Alibaba by gfry MITRE Technique: T1190 | null | null | null | null | null | null | null | null | null | Alibaba | res-b4c63d10 | null | null | null | null | null | null | null | null | null | null |
c0115a6a-521b-43cb-812d-ab352d3b11e5 | 2020-08-16T14:12:17 | ai | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|medium| desc=AI system api_abuse by williamwest No additional info noise=move|director|blood | {
"geo_location": "Ethiopia",
"device_hash": "40ae527470ee4e4ab0d930d20e2bd0fe56728a6aa1663e919af23de390cf0826",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/52.0.869.0 Safari/535.0",
"session_id": "fd5f398c-15e3-42cf-b253-0d4def07d501",
"risk_score": 79.45,
"con... | williamwest | api_abuse | null | null | null | No additional info | AI system api_abuse by williamwest No additional info | null | null | null | null | null | null | null | null | null | null | null | model-6744abfb | 5b9fba764d0938f95aba97ee5b98a0dbdc8c0e9e61b559d3821adebc712c6728 | 3ca1b22263b384de5a66e378cfd580f3 | null | null | null | null | null | null | null |
8cad2934-29e9-4d25-91ab-2a20fa43f097 | 2025-02-06T06:55:03 | ai | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|high| desc=AI system adversarial_input by scottconnie No additional info | {
"geo_location": "Cape Verde",
"device_hash": "f63d784b521570c05e67c9b62fc9c5d3",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; sw-KE) AppleWebKit/532.49.2 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6532.49.2",
"session_id": "029b99d3-92e1-4389-893e-505817b1e6dc",
"risk_sco... | scottconnie | adversarial_input | null | null | null | No additional info | AI system adversarial_input by scottconnie No additional info | null | null | null | null | null | null | null | null | null | null | null | model-c12a8cd7 | 096f1543d22c1b38310396e94fb231f584630ddddad486f423fbf5d36f2550c5 | ea7f7f675c262154db3ffe01b489cfca | null | null | null | null | null | null | null |
af5146a3-2260-4171-8d28-29c66fd2bf79 | 2025-05-15T10:40:26 | ai | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|medium| desc=AI system model_access by paulalicia No additional info | {
"geo_location": "Tanzania",
"device_hash": "b7033147c5afaf6d95b642f8870e88a4efc26f53",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; ks-IN) AppleWebKit/534.25.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6534.25.1",
"session_id": "4d9f2d39-9c4c-427c-be00-b253157146ae",
"ri... | paulalicia | model_access | null | null | null | No additional info | AI system model_access by paulalicia No additional info | null | null | null | null | null | null | null | null | null | null | null | model-683f981e | e71484dc64d4d469990c280316df955e | 8805c62c04b5bf4b0d82064878d4b3435acc231823a8a4867c36b6b632924f86 | null | null | null | null | null | null | null |
26c4c138-9891-4067-9b5b-f2add236799a | 2025-03-19T20:13:37 | auth | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|medium| desc=Auth success for edward62 via MFA from 8.144.29.91 Possible golden ticket usage | {
"geo_location": "Martinique",
"device_hash": "519d8e01f6f24945a1efe5b77d83bd584495ef09caa7fe805644511249dd8cf7",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; sid-ET) AppleWebKit/534.19.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B117 Safari/6534.19.5",
"session_id": "5e0f9e3d-39d2-41e... | edward62 | success | null | null | null | Possible golden ticket usage | Auth success for edward62 via MFA from 8.144.29.91 Possible golden ticket usage | null | null | null | null | 8.144.29.91 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | 20:56:c4:c8:bf:b2 |
ce1811a0-06b8-4333-80f4-82c7b9160383 | 2025-03-31T05:20:42 | ids_alert | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|medium| desc=Darktrace Alert: ICS Attack detected from 2.68.185.81 targeting 70.230.113.43 No additional info | {
"geo_location": "Thailand",
"device_hash": "7cd8323f4b3ffb8e240ab30d85118202511c91f8",
"user_agent": "Opera/8.81.(X11; Linux i686; tl-PH) Presto/2.9.167 Version/12.00",
"session_id": "b7f17b41-767b-40d2-b1a8-fe43c5b3883a",
"risk_score": 48.37,
"confidence": 0.71
} | null | null | null | null | null | No additional info | Darktrace Alert: ICS Attack detected from 2.68.185.81 targeting 70.230.113.43 No additional info | null | null | null | null | 2.68.185.81 | 70.230.113.43 | ICS Attack | SIG-4186 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
53c829c9-af3e-4597-af34-f027aa424e06 | 2025-06-11T05:01:46 | iot | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor command_injection No additional info | {
"geo_location": "Antarctica (the territory South of 60 deg S)",
"device_hash": "7aced1741bd3658dea6f9895fc8d8af1dca1ebec",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/3.1)",
"session_id": "8ca64c8e-8100-4882-b9ca-8559d2b7a487",
"risk_score": 52.2,
"confidence": 0.08
} | null | command_injection | null | null | null | No additional info | IoT device Sensor command_injection No additional info | null | Sensor | iot-837e9ed3 | 7.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1fc8e9c8-c75c-4b55-80b4-e4b0021e29a4 | 2025-01-21T11:43:52 | ids_alert | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|critical| desc=Tanium Alert: Cloud API Abuse detected from 46.161.132.228 targeting 136.135.118.33 MITRE Technique: T1543.003 | Unconventional IOC: UEFI variable tampering | {
"geo_location": "Burundi",
"device_hash": "322f5a306ae4127304744d1b0f2fee4ddc87fa4014354bbca2ec600bce07b09a",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/42.0.806.0 Safari/536.2",
"session_id": "ed368f19-fb39-4aca-b831-0a6a7689c662",
"risk_score": 14.44,
"conf... | null | null | null | null | null | MITRE Technique: T1543.003 | Unconventional IOC: UEFI variable tampering | Tanium Alert: Cloud API Abuse detected from 46.161.132.228 targeting 136.135.118.33 MITRE Technique: T1543.003 | Unconventional IOC: UEFI variable tampering | null | null | null | null | 46.161.132.228 | 136.135.118.33 | Cloud API Abuse | SIG-5558 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
dcaeb662-a19e-41b4-8bec-3207df3126eb | 2025-04-04T22:59:00 | auth | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|high| desc=Auth timeout for bglover via key from 19.227.204.136 No additional info | {
"geo_location": "French Polynesia",
"device_hash": "7bfd1e93346b798f82ac5d828df52e48",
"user_agent": "Opera/9.98.(X11; Linux x86_64; af-ZA) Presto/2.9.186 Version/10.00",
"session_id": "9bb5b44e-6dd7-48f8-bf75-2defa2a7aa7b",
"risk_score": 47.07,
"confidence": 0.25
} | bglover | timeout | null | null | null | No additional info | Auth timeout for bglover via key from 19.227.204.136 No additional info | null | null | null | null | 19.227.204.136 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 1f:75:42:4b:4b:b4 |
6e688fdd-ae73-4239-8680-f4b6d89004a2 | 2025-01-21T15:12:37 | ids_alert | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|low| desc=Palo Alto Cortex Alert: Cloud API Abuse detected from 147.253.187.8 targeting 151.40.127.27 MITRE Technique: T1053.005 noise=56C26F69 | {
"geo_location": "Guadeloupe",
"device_hash": "452be6eb64efb99bc7fba68fbbdf7782cbcdfa7e119fab14e77689d042f41684",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_2; rv:1.9.3.20) Gecko/5825-03-02 14:35:06 Firefox/3.6.2",
"session_id": "c7b9f110-857f-437b-be3d-793989c22555",
"risk_score": 63.48,... | null | null | null | null | null | MITRE Technique: T1053.005 | Palo Alto Cortex Alert: Cloud API Abuse detected from 147.253.187.8 targeting 151.40.127.27 MITRE Technique: T1053.005 | null | null | null | null | 147.253.187.8 | 151.40.127.27 | Cloud API Abuse | SIG-1655 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
407b1c31-74db-4176-8fc2-53e818813a16 | 2025-07-04T06:25:22 | network | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|critical| desc=Network latency_spike from 114.108.9.57 to 103.4.6.52 No additional info | {
"geo_location": "Montserrat",
"device_hash": "25ce2502c683971e967efb0e1427d6d198951c4e",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/535.5.5 (KHTML, like Gecko) Version/4.0 Safari/535.5.5",
"session_id": "42429d2f-1d30-4085-b334-c49ab38e6de5",
"risk_score": 16.15,
"confidence": 0.5... | null | latency_spike | null | null | null | No additional info | Network latency_spike from 114.108.9.57 to 103.4.6.52 No additional info | null | null | null | null | 114.108.9.57 | 103.4.6.52 | null | null | null | null | null | null | null | null | null | null | TCP | 298,579 | null | null | null |
5558bc4c-01cd-4c26-ba1f-2b0320e9a423 | 2025-07-02T03:59:28 | auth | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|low| desc=Auth failed for shawnfields via SAML from 37.137.242.124 MITRE Technique: T1547.001 | {
"geo_location": "Philippines",
"device_hash": "4b64c239992c5a2792ab16643813252d4c42d808",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; cs-CZ) AppleWebKit/534.26.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6534.26.3",
"session_id": "7e668e7b-b1e8-4622-ab04-05dad5c87a73",
... | shawnfields | failed | null | null | null | MITRE Technique: T1547.001 | Auth failed for shawnfields via SAML from 37.137.242.124 MITRE Technique: T1547.001 | null | null | null | null | 37.137.242.124 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 8e:57:0f:eb:58:28 |
82dbec15-85f0-4778-bc71-d22df0fbb438 | 2025-03-04T13:04:14 | auth | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|info| desc=Auth locked for mikaylathompson via password from 25.180.190.46 No additional info | {
"geo_location": "Seychelles",
"device_hash": "429d27ec228368dd55858948b2566d392f24f0aa",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/18.0.817.0 Safari/534.2",
"session_id": "b54c5d65-3433-4117-a867-c99e0333448e",
"risk_score": 45.55,
"confidence": 0.76
} | mikaylathompson | locked | null | null | null | No additional info | Auth locked for mikaylathompson via password from 25.180.190.46 No additional info | null | null | null | null | 25.180.190.46 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 0f:40:08:e8:2a:8a |
1963b86a-423f-46a6-ad76-345fee1fc264 | 2025-05-02T15:11:37 | auth | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for ryancabrera via password from 218.3.155.66 No additional info | {
"geo_location": "Togo",
"device_hash": "b4c2cbde681f6afa5d2947d871861ee7e28c9d0a",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; niu-NU) AppleWebKit/535.42.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6535.42.1",
"session_id": "a3c28f73-b14c-450f-9baa-ed188f8780c1",
"risk_... | ryancabrera | challenge | null | null | null | No additional info | Auth challenge for ryancabrera via password from 218.3.155.66 No additional info | null | null | null | null | 218.3.155.66 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | bc:bd:74:0d:f3:d3 |
3012ce20-dc57-48ad-ac24-10c39c05a58a | 2025-06-12T02:35:11 | 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: Container Escape detected from 10.219.230.140 targeting 55.239.126.75 Obfuscated payload detected | {
"geo_location": "Honduras",
"device_hash": "bf8d0392eb6df9cab61912c5309cc9a6bd93d609f0f39a5d12556a3a02f2ed71",
"user_agent": "Opera/8.74.(Windows 98; Win 9x 4.90; ms-MY) Presto/2.9.165 Version/10.00",
"session_id": "08892244-f8d6-4ca6-860e-9fc7c08b885d",
"risk_score": 17.78,
"confidence": 0.88
} | null | null | null | null | null | Obfuscated payload detected | Microsoft Sentinel Alert: Container Escape detected from 10.219.230.140 targeting 55.239.126.75 Obfuscated payload detected | null | null | null | null | 10.219.230.140 | 55.239.126.75 | Container Escape | SIG-8438 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
f2799b62-8739-4fed-95f5-98c561fdff86 | 2025-01-16T12:33:59 | iot | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera sensor_spoofing MITRE Technique: T1071.001 | {
"geo_location": "Angola",
"device_hash": "2472a6de4364c9f3053dd310dac6c493",
"user_agent": "Mozilla/5.0 (Android 3.1; Mobile; rv:35.0) Gecko/35.0 Firefox/35.0",
"session_id": "545fb0e1-2b27-412d-a30f-ca6560ae8141",
"risk_score": 51.72,
"confidence": 0.23
} | null | sensor_spoofing | null | null | null | MITRE Technique: T1071.001 | IoT device Camera sensor_spoofing MITRE Technique: T1071.001 | null | Camera | iot-c3772da7 | 2.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
586e4f84-c0b4-4fa5-b720-efc6c317041b | 2025-03-08T13:53:18 | ai | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|critical| desc=AI system model_access by htorres MITRE Technique: T1566.001 | {
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "a69011ce3e12fb77b516971794e0c346",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/9203-08-03 11:29:49 Firefox/15.0",
"session_id": "6a9d52ea-1301-40e3-8539-ff2b44f8ddf1",
"risk_score": 46.88,
"confidence": 0.23
} | htorres | model_access | null | null | null | MITRE Technique: T1566.001 | AI system model_access by htorres MITRE Technique: T1566.001 | null | null | null | null | null | null | null | null | null | null | null | model-811c7348 | 1bf8db6f5d5917f697e514977eac62fa9f605031 | fc15b1c2af3b7d4ad207bb4c597b4d7beda1cddc | null | null | null | null | null | null | null |
c6d346db-19ee-4a17-895f-f200ed51f16d | 2025-04-06T02:43:36 | ai | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by donna61 MITRE Technique: T1059.001 | {
"geo_location": "Holy See (Vatican City State)",
"device_hash": "f75824ba67e7ee5536829dbe75ad27bb",
"user_agent": "Opera/8.56.(Windows NT 5.2; nds-NL) Presto/2.9.172 Version/12.00",
"session_id": "b7d839b5-31d3-455d-b288-ade2cd06bb89",
"risk_score": 75.26,
"confidence": 0.58
} | donna61 | prompt_injection | null | null | null | MITRE Technique: T1059.001 | AI system prompt_injection by donna61 MITRE Technique: T1059.001 | null | null | null | null | null | null | null | null | null | null | null | model-feafe749 | c6e85177d0e4f05c86fc51cfb30ebb6b96663789 | 7b6befe98a7af949090ad0e5282d0d1c87038039 | null | null | null | null | null | null | null |
ae8dffc5-7cd5-47b8-92f0-996b8df26da2 | 2025-03-16T02:19:29 | cloud | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud container_escape in OCI by qday MITRE Technique: T1078.004 | {
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "8840ed8763eff284aa5fe54f413d1e9d6ecd7056",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/532.37.2 (KHTML, like Gecko) Version/5.0.1 Safari/532.37.2",
"session_id": "805a7589-5c38-4586-b333-f4de81785655",
"risk_score": 0,
"con... | qday | container_escape | null | null | null | MITRE Technique: T1078.004 | Cloud container_escape in OCI by qday MITRE Technique: T1078.004 | null | null | null | null | null | null | null | null | null | OCI | res-fe06cffd | null | null | null | null | null | null | null | null | null | null |
51fb6126-a826-455a-b1bb-04e8d9d17e14 | 2025-01-23T16:46:37 | network | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|high| desc=Network connection from 11.126.2.190 to 11.151.220.72 No additional info | {
"geo_location": "Russia",
"device_hash": "c4bca80831ad9cfeb9d86c41b80bd9847bfcdd7d",
"user_agent": "Mozilla/5.0 (Windows NT 5.0) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/20.0.864.0 Safari/532.1",
"session_id": "c7c7b859-cfe1-45df-bf33-d03fc70fe040",
"risk_score": 66.92,
"confidence": 0.32
} | null | connection | null | null | null | No additional info | Network connection from 11.126.2.190 to 11.151.220.72 No additional info | {
"baseline_deviation": 2.62,
"entropy": 2.02,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 11.126.2.190 | 11.151.220.72 | null | null | null | null | null | null | null | null | null | null | UDP | 52,748 | null | null | null |
02e7d84d-ecd8-49c1-8fdd-0c0b8cec64db | 2025-06-22T00:50:25 | iot | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC unusual_activity No additional info | {
"geo_location": "Maldives",
"device_hash": "c2939dc2b384e1c687e1d3020af9b60a81222a3a3f4f097e62aefe7b94487511",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/2708-09-27 18:57:10 Firefox/3.8",
"session_id": "d27ed652-6614-4c22-afc3-b8a7522fce15",
"risk_score": 47.9,
"confidence": 0.21
} | null | unusual_activity | null | null | null | No additional info | IoT device HVAC unusual_activity No additional info | null | HVAC | iot-c092c8a7 | 9.2 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
899041db-9a53-4c5f-9833-047cb08046e8 | 2025-04-18T15:28:18 | cloud | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in AWS by vaughngail MITRE Technique: T1053.005 | {
"geo_location": "Anguilla",
"device_hash": "85383c7af8ee28b30a70a5f5cc29c75eaec7b508",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 13_5_1 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) CriOS/27.0.898.0 Mobile/31U150 Safari/536.2",
"session_id": "046925f6-df0c-44ba-9409-cfe7badb0175",
"risk_score... | vaughngail | config_change | null | null | null | MITRE Technique: T1053.005 | Cloud config_change in AWS by vaughngail MITRE Technique: T1053.005 | null | null | null | null | null | null | null | null | null | AWS | res-fb4cdcb1 | null | null | null | null | null | null | null | null | null | null |
88a8c8ee-744a-437a-b667-d4ee11f6296a | 2025-03-09T18:22:06 | cloud | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in Alibaba by briannacarter MITRE Technique: T1110.003 | {
"geo_location": "Costa Rica",
"device_hash": "3a2dbb10d50854d9b198802de1acb30acca6b726",
"user_agent": "Opera/8.98.(Windows NT 11.0; uk-UA) Presto/2.9.175 Version/11.00",
"session_id": "34fa5c4f-4057-4f4b-bc8e-a53d90f56df2",
"risk_score": 56.91,
"confidence": 0.17
} | briannacarter | lambda_execution | null | null | null | MITRE Technique: T1110.003 | Cloud lambda_execution in Alibaba by briannacarter MITRE Technique: T1110.003 | null | null | null | null | null | null | null | null | null | Alibaba | res-8cc418c4 | null | null | null | null | null | null | null | null | null | null |
bc14c577-723b-427f-b03a-a1965f7abe6c | 2025-02-26T07:09:30 | firewall | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|high| desc=Firewall drop HTTP traffic from 49.247.4.108:185 to 32.80.241.69:391 MITRE Technique: T1059.005 | {
"geo_location": "Hong Kong",
"device_hash": "37435bebb68636a05069d656f02614bd",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_9 rv:4.0; raj-IN) AppleWebKit/531.5.7 (KHTML, like Gecko) Version/4.1 Safari/531.5.7",
"session_id": "0e7365b1-d9d9-4b9f-b413-9b745e806447",
"risk_score": 47.81,
"con... | null | drop | null | null | null | MITRE Technique: T1059.005 | Firewall drop HTTP traffic from 49.247.4.108:185 to 32.80.241.69:391 MITRE Technique: T1059.005 | null | null | null | null | 49.247.4.108 | 32.80.241.69 | null | null | null | null | null | null | null | null | 185 | 391 | HTTP | 852,074 | 1,492 | null | null |
4a4b7724-4a01-4e80-bfd5-5a08d5e68418 | 2025-06-04T18:33:32 | network | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|low| desc=Network beaconing from 72.90.173.16 to 157.183.235.182 No additional info noise=free|around|better | {
"geo_location": "United Arab Emirates",
"device_hash": "e11cdc4ec98a852cb74a8f5f4aa1cedf",
"user_agent": "Opera/9.71.(X11; Linux x86_64; tn-ZA) Presto/2.9.187 Version/11.00",
"session_id": "cd02b21a-1e48-42bc-b539-763ed6935106",
"risk_score": 55.44,
"confidence": 0.1
} | null | beaconing | null | null | null | No additional info | Network beaconing from 72.90.173.16 to 157.183.235.182 No additional info | null | null | null | null | 72.90.173.16 | 157.183.235.182 | null | null | null | null | null | null | null | null | null | null | HTTP | 738,492 | null | null | null |
5f8f26a6-7f7b-4fd5-b5c4-e4e423a7fd8a | 2025-02-11T09:39:05 | endpoint | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop number by georgetorres No additional info | {
"geo_location": "Grenada",
"device_hash": "41e2ca160bc132d2884dac7291154d75c9f90ecc",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_6 rv:6.0; ff-SN) AppleWebKit/532.45.4 (KHTML, like Gecko) Version/4.1 Safari/532.45.4",
"session_id": "741cb264-f5e1-4a75-952d-8b74107e277b",
"risk_score": 71.... | georgetorres | process_stop | number | 8,972 | svchost.exe | No additional info | Endpoint process_stop number by georgetorres No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9f19a1af-7f2c-4004-a666-69c1a3fad323 | 2025-03-05T14:06:19 | iot | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|info| desc=IoT device Medical side_channel No additional info | {
"geo_location": "Kyrgyz Republic",
"device_hash": "4487af674092456d5cf218b46e257729",
"user_agent": "Opera/8.91.(Windows 98; Win 9x 4.90; ce-RU) Presto/2.9.166 Version/10.00",
"session_id": "20e226ac-78e5-4a42-bacd-ae3a12fc2d01",
"risk_score": 62.71,
"confidence": 0.7
} | null | side_channel | null | null | null | No additional info | IoT device Medical side_channel No additional info | null | Medical | iot-aa57231b | 10.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5f94da58-0d98-41af-90fa-d34e703c1e03 | 2025-04-05T20:19:23 | ai | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|medium| desc=AI system fine_tuning by douglastanner MITRE Technique: T1547.001 | {
"geo_location": "Peru",
"device_hash": "4e8f442ce13f9f0921d686c41690c3a674c8285c",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/38.0.878.0 Safari/535.0",
"session_id": "423a65dc-badb-4683-9abc-52d52f8ac6dc",
"risk_score": 38.31,
"confidence": 0.24
} | douglastanner | fine_tuning | null | null | null | MITRE Technique: T1547.001 | AI system fine_tuning by douglastanner MITRE Technique: T1547.001 | null | null | null | null | null | null | null | null | null | null | null | model-5858d507 | df069093952aac70ac9493babd08e51dcd5964bc70cde296febce66e4f36958e | 28c29855b1c8da9d53206751d2ec82d5 | null | null | null | null | null | null | null |
43fffa30-8dcb-4a06-8cef-b809353702ec | 2025-02-09T03:56:37 | iot | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|medium| desc=IoT device Camera unusual_activity MITRE Technique: T1547.001 | {
"geo_location": "Solomon Islands",
"device_hash": "4a43d577ee1e6eb962c38a1779c31d8669899a84592f6e0e23a28eda281c060f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows CE; Trident/4.0)",
"session_id": "1eb06eb9-07a1-4319-a817-92c235d21c4a",
"risk_score": 24.41,
"confidence": 0.89
} | null | unusual_activity | null | null | null | MITRE Technique: T1547.001 | IoT device Camera unusual_activity MITRE Technique: T1547.001 | null | Camera | iot-1db30197 | 7.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
43a9a821-47de-40d0-9ab9-a891c0ba6f62 | 2025-05-10T05:37:04 | auth | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|high| desc=Auth failed for jgibson via biometric from 165.26.237.219 No additional info | {
"geo_location": "North Korea",
"device_hash": "c337fff156ce78703db9d90f313da816",
"user_agent": "Mozilla/5.0 (Windows 95) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/47.0.851.0 Safari/535.2",
"session_id": "4741a2a3-900b-4af1-a78f-76da04b555ac",
"risk_score": 60.65,
"confidence": 0.83
} | jgibson | failed | null | null | null | No additional info | Auth failed for jgibson via biometric from 165.26.237.219 No additional info | null | null | null | null | 165.26.237.219 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | bb:f1:0a:9e:80:69 |
33021132-0657-4cf8-af4d-d1b525d271e2 | 2025-06-20T02:34:46 | ai | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by john40 MITRE Technique: T1110.003 | {
"geo_location": "Mayotte",
"device_hash": "e33d83f884cf86a0369a07bad46c9ba102fe66a5",
"user_agent": "Opera/8.74.(X11; Linux i686; es-NI) Presto/2.9.183 Version/12.00",
"session_id": "e67e5a5f-58f7-4455-a681-c3eb37b94561",
"risk_score": 44.42,
"confidence": 0.49
} | john40 | prompt_injection | null | null | null | MITRE Technique: T1110.003 | AI system prompt_injection by john40 MITRE Technique: T1110.003 | null | null | null | null | null | null | null | null | null | null | null | model-df1a1b57 | 8f48ab19695ad915459f4fd5fd94e1480e690c822d5d653480cd11f8bad8225c | 130299067cd4218d6a313520f96f7e46 | null | null | null | null | null | null | null |
4eb102a5-c175-42c6-ad12-f22fe23e16b1 | 2025-01-16T16:42:46 | firewall | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|high| desc=Firewall log-only SMB traffic from 10.77.222.90:46638 to 144.65.12.121:355 No additional info noise=app | {
"geo_location": "Chile",
"device_hash": "be004bd58b389865abcc0d3137552a3e073a53d9",
"user_agent": "Opera/9.38.(X11; Linux x86_64; hak-TW) Presto/2.9.170 Version/10.00",
"session_id": "a3666a81-cfe9-4ccf-b098-1884c40d6fa5",
"risk_score": 25.32,
"confidence": 0.84
} | null | log-only | null | null | null | No additional info | Firewall log-only SMB traffic from 10.77.222.90:46638 to 144.65.12.121:355 No additional info | null | null | null | null | 10.77.222.90 | 144.65.12.121 | null | null | null | null | null | null | null | null | 46,638 | 355 | SMB | 452,331 | 1,123 | null | null |
f4139762-0ba9-48b8-839e-392562eca549 | 2025-06-14T14:52:45 | cloud | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud lambda_execution in OCI by robertbarnett MITRE Technique: T1547.001 | {
"geo_location": "Australia",
"device_hash": "a6ec3d2f574fda5ff5960acfbe5ba59a404711fb",
"user_agent": "Mozilla/5.0 (Android 4.3; Mobile; rv:50.0) Gecko/50.0 Firefox/50.0",
"session_id": "e3b7d981-424a-4be2-9d29-c745ae1c55f9",
"risk_score": 86.17,
"confidence": 0.86
} | robertbarnett | lambda_execution | null | null | null | MITRE Technique: T1547.001 | Cloud lambda_execution in OCI by robertbarnett MITRE Technique: T1547.001 | null | null | null | null | null | null | null | null | null | OCI | res-7e0636da | null | null | null | null | null | null | null | null | null | null |
6f2d1629-72f3-4de1-9b20-02b4fbf2f332 | 2025-04-23T19:58:31 | iot | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|low| desc=IoT device Medical firmware_update Associated Threat Actor: APT35 | Unconventional IOC: GPU memory artifacts | {
"geo_location": "Mexico",
"device_hash": "a121df01daefd2961733c85d3b8f8903af3ec198935d4c99515ed85e1834ac62",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 10.0; Trident/3.1)",
"session_id": "f5750e88-aa0c-4e1e-b1f2-cf7a3bd6d53d",
"risk_score": 59.31,
"confidence": 0.82
} | null | firmware_update | null | null | null | Associated Threat Actor: APT35 | Unconventional IOC: GPU memory artifacts | IoT device Medical firmware_update Associated Threat Actor: APT35 | Unconventional IOC: GPU memory artifacts | null | Medical | iot-0decb876 | 6.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
73c0e1d2-57d3-412b-86ef-c1152bf7f85a | 2022-09-23T21:41:11 | ai | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|info| desc=AI system adversarial_input by kimberly28 MITRE Technique: T1059.005 | Training data poisoning attempt | {
"geo_location": "Central African Republic",
"device_hash": "03f6c2f7b5b52709c6cea46535f73817015f3fd2d58378921d046dd3050187de",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.0; Trident/3.1)",
"session_id": "aada98ac-98cd-4a89-af18-c59f573b4ee8",
"risk_score": 17.71,
"confidence": 0.38
} | kimberly28 | adversarial_input | null | null | null | MITRE Technique: T1059.005 | Training data poisoning attempt | AI system adversarial_input by kimberly28 MITRE Technique: T1059.005 | Training data poisoning attempt | null | null | null | null | null | null | null | null | null | null | null | model-10be8949 | 8423e4d8e0987ddd15c4b79d919d5b37 | 51067598be30152dc32a9884b89af0789d70a4d0c9424721f9a98715e78594ea | null | null | null | null | null | null | null |
4c89fc26-ac14-4d0e-83bd-75e2fc603e00 | 2029-08-03T05:25:58 | network | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|medium| desc=Network latency_spike from 97.208.0.247 to 75.10.195.195 MITRE Technique: T1190 | {
"geo_location": "Paraguay",
"device_hash": "2ff17e577f890624689f0fb21ee847c2e3240806968925935d87e5a1aee2377d",
"user_agent": "Mozilla/5.0 (Windows NT 5.01; ko-KR; rv:1.9.0.20) Gecko/5892-07-19 20:01:43 Firefox/3.8",
"session_id": "92cb9a9a-e8a8-4da2-a0cd-dd5ed0157748",
"risk_score": 58,
"confidence": 0.07... | null | latency_spike | null | null | null | MITRE Technique: T1190 | Network latency_spike from 97.208.0.247 to 75.10.195.195 MITRE Technique: T1190 | null | null | null | null | 97.208.0.247 | 75.10.195.195 | null | null | null | null | null | null | null | null | null | null | HTTPS | 392,021 | null | null | null |
0b23e389-db2c-4f9d-8320-4ef35040c407 | 2025-02-16T03:52:34 | 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: Credential Stuffing detected from 10.31.233.186 targeting 50.74.239.228 Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Chad",
"device_hash": "8242ff9bb852e38bb908215d797e1fa5",
"user_agent": "Opera/9.62.(X11; Linux i686; tg-TJ) Presto/2.9.190 Version/12.00",
"session_id": "a34e5c72-c472-444f-a495-578372222547",
"risk_score": 67.69,
"confidence": 0.47
} | null | null | null | null | null | Unconventional IOC: Unusual DNS TXT records | Microsoft Sentinel Alert: Credential Stuffing detected from 10.31.233.186 targeting 50.74.239.228 Unconventional IOC: Unusual DNS TXT records | null | null | null | null | 10.31.233.186 | 50.74.239.228 | Credential Stuffing | SIG-7794 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
788f8042-6359-4c0a-87dd-51fc7601afca | 2025-02-21T02:52:34 | auth | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|high| desc=Auth failed for christopher35 via passwordless from 221.238.40.88 No additional info | {
"geo_location": "French Polynesia",
"device_hash": "33e64d5383e64b7be6425d59e20de266849bfe03",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 5_1_1 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) CriOS/23.0.824.0 Mobile/98D214 Safari/532.1",
"session_id": "222f0028-03cc-47e5-a673-7a688aa3b3e9",
"ris... | christopher35 | failed | null | null | null | No additional info | Auth failed for christopher35 via passwordless from 221.238.40.88 No additional info | null | null | null | null | 221.238.40.88 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 2f:82:d0:9c:b5:5c |
f37d2f03-231a-4ebd-9790-0d570479b19e | 2022-09-19T20:58:18 | firewall | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow HTTPS traffic from 10.34.211.76:837 to 192.234.61.220:201 No additional info | {
"geo_location": "Bhutan",
"device_hash": "4e76f2e6f915ef111ee1f85e1d3fe3ca",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) CriOS/24.0.842.0 Mobile/03Q563 Safari/532.2",
"session_id": "ed9396f3-fdef-4d48-8191-1f788a9f2f70",
"risk_score": 55,
"confid... | null | allow | null | null | null | No additional info | Firewall allow HTTPS traffic from 10.34.211.76:837 to 192.234.61.220:201 No additional info | null | null | null | null | 10.34.211.76 | 192.234.61.220 | null | null | null | null | null | null | null | null | 837 | 201 | HTTPS | 878,770 | 2,478 | null | null |
2a5150a6-c15d-405f-b188-80843cf632d9 | 2025-02-02T07:54:44 | iot | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|low| desc=IoT device Medical unusual_activity No additional info | {
"geo_location": "India",
"device_hash": "e7e15a0ac8c22cd04f9d8283ed54ea04",
"user_agent": "Opera/9.65.(X11; Linux x86_64; unm-US) Presto/2.9.164 Version/10.00",
"session_id": "dbd52601-49e9-460e-aa38-4a82d9ccffae",
"risk_score": 41.87,
"confidence": 0.63
} | null | unusual_activity | null | null | null | No additional info | IoT device Medical unusual_activity No additional info | null | Medical | iot-3f1a7a56 | 9.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e7ced67b-b01b-4c06-95ce-ad4ecc52a858 | 2025-05-18T14:29:02 | auth | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|medium| desc=Auth locked for rodriguezanthony via biometric from 55.161.85.184 No additional info | {
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "8f1014e1e71ea8deff0c245cbcbfa59eb32997763d5ecb44e14e6cafb3c5e431",
"user_agent": "Opera/8.82.(Windows NT 10.0; gv-GB) Presto/2.9.185 Version/10.00",
"session_id": "361e9904-67b3-47a5-ac34-a8a4c5599f8c",
"risk_score": 53.33,
"c... | rodriguezanthony | locked | null | null | null | No additional info | Auth locked for rodriguezanthony via biometric from 55.161.85.184 No additional info | null | null | null | null | 55.161.85.184 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | c7:8c:bf:6c:8d:6d |
b94df41c-9190-485c-b392-13b33a86d68c | 2023-11-05T09:07:35 | cloud | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|info| desc=Cloud config_change in GCP by douglas01 No additional info | {
"geo_location": "Uruguay",
"device_hash": "4316312fbbd79d9967b658127ba75aaaf3dcefe96fe27d178713046176befb01",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_6) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/35.0.898.0 Safari/531.2",
"session_id": "2dc42d0b-3d49-4199-8952-306d703952dd",
"risk_s... | douglas01 | config_change | null | null | null | No additional info | Cloud config_change in GCP by douglas01 No additional info | null | null | null | null | null | null | null | null | null | GCP | res-c710a74d | null | null | null | null | null | null | null | null | null | null |
75c04854-f6b1-49b8-aed6-9c512fda7d68 | 2025-03-18T01:35:49 | endpoint | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint memory_injection mouth by michael31 No additional info | {
"geo_location": "Reunion",
"device_hash": "f76b620c07538893791f3d92a7fba51a3ba81183",
"user_agent": "Opera/8.43.(Windows NT 10.0; ne-NP) Presto/2.9.169 Version/12.00",
"session_id": "e6451afd-5c98-414b-8008-5a8bdbee5c43",
"risk_score": 48.98,
"confidence": 0.61
} | michael31 | memory_injection | mouth | 9,070 | explorer.exe | No additional info | Endpoint memory_injection mouth by michael31 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
aa257fa4-fb62-43ae-817f-78d0fad46f00 | 2025-03-29T19:03:22 | ai | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|info| desc=AI system fine_tuning by nicolekirby No additional info | {
"geo_location": "Paraguay",
"device_hash": "1c97daa8788da8311aa5c1940b4e33af8134f7bc",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/535.32.2 (KHTML, like Gecko) Version/5.0 Safari/535.32.2",
"session_id": "e12766c2-929a-47a0-bf1b-f03c1f91103f",
"risk_score": 55.83,
"confidence": 0.9... | nicolekirby | fine_tuning | null | null | null | No additional info | AI system fine_tuning by nicolekirby No additional info | null | null | null | null | null | null | null | null | null | null | null | model-6ef9016d | 0d18d503546453462d3aec864a71fa86401cb704863b9cfce40a9d0268b0216f | e051eff373de5d8957b689331c755e9ffff71942 | null | null | null | null | null | null | null |
c6d4ef6d-ae03-4af3-ab6e-70f2b5396dd3 | 2025-02-25T07:39:34 | endpoint | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start /southern/visit.mp3 by jessica32 Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Niue",
"device_hash": "e7dc6e73957374c87cd2c15224acb72b6220103e0e9e296ab351b7525b195a64",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_4; rv:1.9.3.20) Gecko/9743-08-07 15:56:55 Firefox/3.8",
"session_id": "6d90c848-b3c4-4630-8ed7-bdde4b0c4379",
"risk_score": 43.91,
"confide... | jessica32 | process_start | /southern/visit.mp3 | 9,566 | cmd.exe | Unconventional IOC: Thermal sensor anomalies | Endpoint process_start /southern/visit.mp3 by jessica32 Unconventional IOC: Thermal sensor anomalies | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
aab8abdb-b576-4dd2-9599-ff97672210a8 | 2025-07-05T12:02:07 | firewall | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|info| desc=Firewall inspect NTP traffic from 150.227.16.15:226 to 150.56.194.74:88 No additional info | {
"geo_location": "Canada",
"device_hash": "e5b7295306becb1234c70a569d6f3f76b5948300961a199e63383b5fe1eb3dd7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.1; Trident/4.1)",
"session_id": "00653802-df97-4bf6-8714-125a56c94e20",
"risk_score": 61.42,
"confidence": 0.85
} | null | inspect | null | null | null | No additional info | Firewall inspect NTP traffic from 150.227.16.15:226 to 150.56.194.74:88 No additional info | null | null | null | null | 150.227.16.15 | 150.56.194.74 | null | null | null | null | null | null | null | null | 226 | 88 | NTP | 466,638 | 2,044 | null | null |
7a028e0b-ca0f-43b7-848b-455a0079e458 | 2025-04-06T05:44:36 | cloud | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|info| desc=Cloud config_change in AWS by joneseric No additional info | {
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "49ae133f057352d7ef5fd3a0b0e25df6",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 12_4_4 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) FxiOS/15.6j6345.0 Mobile/26R663 Safari/531.2",
"session_id": "cc698e44-29e5-49d2-bd84-462765afe308",
"risk... | joneseric | config_change | null | null | null | No additional info | Cloud config_change in AWS by joneseric No additional info | null | null | null | null | null | null | null | null | null | AWS | res-9f5439f5 | null | null | null | null | null | null | null | null | null | null |
ff8fe8aa-2add-42f0-9e99-09d1bf460f85 | 2025-02-28T07:38:50 | ids_alert | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|critical| desc=Wazuh Alert: Brute Force detected from 157.83.76.32 targeting 79.23.171.178 MITRE Technique: T1078.004 | {
"geo_location": "Anguilla",
"device_hash": "08b4615208f5337da328a3f5272b7a06",
"user_agent": "Mozilla/5.0 (Windows NT 6.1; ne-NP; rv:1.9.1.20) Gecko/4192-10-24 22:06:10 Firefox/3.8",
"session_id": "8ac11300-6b76-43d2-960c-d2446f0e63dc",
"risk_score": 24.08,
"confidence": 0.64
} | null | null | null | null | null | MITRE Technique: T1078.004 | Wazuh Alert: Brute Force detected from 157.83.76.32 targeting 79.23.171.178 MITRE Technique: T1078.004 | null | null | null | null | 157.83.76.32 | 79.23.171.178 | Brute Force | SIG-7393 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
b28bb8a2-1dde-4295-8847-ffc0f6c7a543 | 2025-06-15T22:33:11 | firewall | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall inspect DNS traffic from 170.201.37.64:35368 to 69.173.199.248:269 No additional info | {
"geo_location": "Monaco",
"device_hash": "07d6ed8aef7713528742eacf48cf62090f820d1cfa2470f8a2c617a6fcd49718",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/3.1)",
"session_id": "94d15667-cd0e-4fce-93e7-bcdfb2dc4622",
"risk_score": 47.07,
"confidence": 0.18
} | null | inspect | null | null | null | No additional info | Firewall inspect DNS traffic from 170.201.37.64:35368 to 69.173.199.248:269 No additional info | {
"baseline_deviation": 2.05,
"entropy": 5.27,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 170.201.37.64 | 69.173.199.248 | null | null | null | null | null | null | null | null | 35,368 | 269 | DNS | 155,846 | 1,235 | null | null |
c9e12577-4fee-41c8-83b7-65060751d95b | 2025-06-10T06:38:43 | network | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|critical| desc=Network disconnection from 191.67.33.180 to 91.65.33.73 MITRE Technique: T1204.002 noise=VGhhbmsu | {
"geo_location": "Palestinian Territory",
"device_hash": "f7a8bb3ff03fefe84b1d964ead6de532",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_8) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/39.0.853.0 Safari/536.0",
"session_id": "344f4900-66de-4ea9-90e7-af2fce9e8254",
"risk_score": 97.28,
"co... | null | disconnection | null | null | null | MITRE Technique: T1204.002 | Network disconnection from 191.67.33.180 to 91.65.33.73 MITRE Technique: T1204.002 | null | null | null | null | 191.67.33.180 | 91.65.33.73 | null | null | null | null | null | null | null | null | null | null | HTTP | 936,008 | null | null | null |
3f792685-f837-4d44-9755-69b7d58e2901 | 2025-04-09T16:08:53 | endpoint | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint memory_injection /notice/traditional.tiff by drivera MITRE Technique: T1574.002 noise=represent|environment|indicate | {
"geo_location": "Malta",
"device_hash": "e64ea55630ffbd2895b5e74426a501cca159241ff29089c37889632c509c9be0",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/4195-06-23 07:37:18 Firefox/15.0",
"session_id": "4d7ce4f7-27ae-451d-bc0a-2fb1915596bd",
"risk_score": 48.98,
"confidence": 0.82
} | drivera | memory_injection | /notice/traditional.tiff | 3,645 | powershell.exe | MITRE Technique: T1574.002 | Endpoint memory_injection /notice/traditional.tiff by drivera MITRE Technique: T1574.002 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
115e2b21-974b-41e7-9341-5f0290558d04 | 2025-05-09T07:18:16 | ids_alert | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|high| desc=Tanium Alert: Supply Chain Compromise detected from 134.18.220.221 targeting 10.112.218.211 No additional info | {
"geo_location": "Grenada",
"device_hash": "ed0dac0680eb94beb0a0baac48f07d3a67a8a23a",
"user_agent": "Opera/8.48.(X11; Linux i686; apn-IN) Presto/2.9.164 Version/12.00",
"session_id": "455990b4-85ff-4907-ab92-4dda54bdca77",
"risk_score": 52.56,
"confidence": 0.29
} | null | null | null | null | null | No additional info | Tanium Alert: Supply Chain Compromise detected from 134.18.220.221 targeting 10.112.218.211 No additional info | null | null | null | null | 134.18.220.221 | 10.112.218.211 | Supply Chain Compromise | SIG-6469 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
29afb9e6-82ff-4fff-98c8-052b7eb1d35f | 2025-03-19T02:12:18 | ids_alert | CrowdStrike v6.45.0 | emergency | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|emergency| desc=CrowdStrike Alert: Domain Fronting detected from 19.102.10.71 targeting 170.164.203.194 No additional info | {
"geo_location": "Philippines",
"device_hash": "e4e9bcb3b4d4aba0ec2446bc1deaf39a1e1c6585",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/532.39.5 (KHTML, like Gecko) Version/4.0 Safari/532.39.5",
"session_id": "ea4de5ae-f073-40e4-b430-6607d741c043",
"risk_score": 56.83,
"conf... | null | null | null | null | null | No additional info | CrowdStrike Alert: Domain Fronting detected from 19.102.10.71 targeting 170.164.203.194 No additional info | null | null | null | null | 19.102.10.71 | 170.164.203.194 | Domain Fronting | SIG-4374 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
1255920d-4faa-495f-a214-75097e74e006 | 2025-02-06T08:20:43 | auth | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|low| desc=Auth failed for philip54 via SAML from 202.15.177.148 No additional info | {
"geo_location": "Norfolk Island",
"device_hash": "9d277764f896e1705d631e92566c3e4bcc70e1a297fd195ba783a59150fc1fea",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/7452-12-12 02:28:30 Firefox/3.6.5",
"session_id": "7d471c56-cd97-4116-bd6e-fc163aa5012d",
"risk_score": 65.06,
"confidence"... | philip54 | failed | null | null | null | No additional info | Auth failed for philip54 via SAML from 202.15.177.148 No additional info | null | null | null | null | 202.15.177.148 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | ea:ce:af:58:54:3f |
166d4376-9a61-425d-9e65-8829564064e3 | 2025-01-27T03:26:56 | iot | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor physical_tamper MITRE Technique: T1566.001 | {
"geo_location": "Cayman Islands",
"device_hash": "426f83a544bb464b16e7a8b82d25ad305fb75d38ba9bf87586c773c5cab5b4a7",
"user_agent": "Mozilla/5.0 (Windows NT 5.01; zu-ZA; rv:1.9.1.20) Gecko/9823-07-16 08:03:47 Firefox/9.0",
"session_id": "eb77a5bf-3abc-43e9-b431-ecf0c882fbcd",
"risk_score": 70.53,
"confiden... | null | physical_tamper | null | null | null | MITRE Technique: T1566.001 | IoT device Sensor physical_tamper MITRE Technique: T1566.001 | null | Sensor | iot-6e132be5 | 6.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5da8890d-a966-4313-b4ec-71cd9bfc0d22 | 2025-02-03T20:24:57 | cloud | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in AWS by catherinesanchez MITRE Technique: T1134.001 | {
"geo_location": "French Guiana",
"device_hash": "c6e485a930bb3b40ad7979b99b24c2159ad49e6049936dfd5793997ad2110e8b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/535.42.3 (KHTML, like Gecko) Version/5.0 Safari/535.42.3",
"session_id": "d770a247-790d-4c84-a7fa-26c42b7bbb2a",
"risk_score": 7... | catherinesanchez | api_abuse | null | null | null | MITRE Technique: T1134.001 | Cloud api_abuse in AWS by catherinesanchez MITRE Technique: T1134.001 | null | null | null | null | null | null | null | null | null | AWS | res-62d202c0 | null | null | null | null | null | null | null | null | null | null |
cf85adbd-bceb-46c1-8b79-9594808dd961 | 2025-07-06T14:17:38 | ids_alert | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|medium| desc=Microsoft Sentinel Alert: Brute Force detected from 179.171.159.169 targeting 118.231.26.23 No additional info | {
"geo_location": "Tokelau",
"device_hash": "e38c9a1dd21f05d5fab5941fd988f7eb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/5.0)",
"session_id": "94e1dc1b-9c2f-404d-b9bc-d61fac56c7e6",
"risk_score": 50.2,
"confidence": 0.44
} | null | null | null | null | null | No additional info | Microsoft Sentinel Alert: Brute Force detected from 179.171.159.169 targeting 118.231.26.23 No additional info | null | null | null | null | 179.171.159.169 | 118.231.26.23 | Brute Force | SIG-5523 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
478bb90b-3cd0-4649-b101-9d8171263e15 | 2025-03-31T12:44:52 | network | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 10.168.187.73 to 53.41.155.88 No additional info | {
"geo_location": "Djibouti",
"device_hash": "5d50b6d037cb456f78411efa1288b37b856d4df8720d42a195fa49243e127aa5",
"user_agent": "Mozilla/5.0 (Windows NT 5.0; da-DK; rv:1.9.0.20) Gecko/6028-01-14 07:28:33 Firefox/13.0",
"session_id": "c2c6cd9f-0697-4677-9c40-31039505ad2d",
"risk_score": 26.55,
"confidence": 0... | null | protocol_anomaly | null | null | null | No additional info | Network protocol_anomaly from 10.168.187.73 to 53.41.155.88 No additional info | null | null | null | null | 10.168.187.73 | 53.41.155.88 | null | null | null | null | null | null | null | null | null | null | TCP | 712,477 | null | null | null |
b053e70d-4a4e-441b-8e10-53a0ae9e3202 | 2025-07-07T21:46:04 | auth | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|low| desc=Auth bypass for thomas15 via key from 218.58.247.26 MITRE Technique: T1078.004 | {
"geo_location": "Venezuela",
"device_hash": "291aa6b8fe41ba3b88d35b717a432ecd",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_1) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/29.0.804.0 Safari/535.0",
"session_id": "313172a7-82c2-4949-be6d-84408c814a61",
"risk_score": 55.03,
"confidence": 0.62
... | thomas15 | bypass | null | null | null | MITRE Technique: T1078.004 | Auth bypass for thomas15 via key from 218.58.247.26 MITRE Technique: T1078.004 | null | null | null | null | 218.58.247.26 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 4e:2c:40:1b:9f:a3 |
86d8812b-60f0-46d1-82d1-4e999f18caa3 | 2025-04-22T21:29:32 | endpoint | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint process_start /middle/continue.key by sandersjennifer MITRE Technique: T1078.004 | {
"geo_location": "Zimbabwe",
"device_hash": "6293daf9eb7e053193bcfd9827b0434ba6ba4cc4",
"user_agent": "Opera/9.42.(X11; Linux i686; vi-VN) Presto/2.9.165 Version/11.00",
"session_id": "68b113b6-fa5c-44d4-a734-7941fd86c1d0",
"risk_score": 14.72,
"confidence": 0.31
} | sandersjennifer | process_start | /middle/continue.key | 3,423 | powershell.exe | MITRE Technique: T1078.004 | Endpoint process_start /middle/continue.key by sandersjennifer MITRE Technique: T1078.004 | {
"baseline_deviation": 1.81,
"entropy": 3.93,
"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 |
e4fa8e0d-eb5e-4d02-83b3-dcc167802961 | 2025-01-22T16:40:18 | auth | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|low| desc=Auth success for tjones via key from 10.104.221.187 Credential stuffing pattern detected | {
"geo_location": "Eritrea",
"device_hash": "382c43718fc9f7f3b94fce663ef8148a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/4.1)",
"session_id": "5d0576bb-2a66-464d-ab69-0e0581e5881d",
"risk_score": 55.98,
"confidence": 0.67
} | tjones | success | null | null | null | Credential stuffing pattern detected | Auth success for tjones via key from 10.104.221.187 Credential stuffing pattern detected | null | null | null | null | 10.104.221.187 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 32:6e:38:32:97:64 |
a64cb72d-983d-459a-acad-1c26b9ec63af | 2025-07-02T11:44:06 | ids_alert | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|low| desc=Darktrace Alert: Brute Force detected from 31.182.127.170 targeting N/A MITRE Technique: T1059.001 | {
"geo_location": "Netherlands",
"device_hash": "614066e01a21a10502a51cbf20e9e318358061fd",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_3) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/27.0.843.0 Safari/535.2",
"session_id": "042625ae-6c25-43ff-ae7d-ca162046d2f1",
"risk_score": 54.12,
"confiden... | null | null | null | null | null | MITRE Technique: T1059.001 | Darktrace Alert: Brute Force detected from 31.182.127.170 targeting N/A MITRE Technique: T1059.001 | null | null | null | null | 31.182.127.170 | N/A | Brute Force | SIG-9236 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
f5ace594-3d85-4403-9871-f164e5f4c307 | 2025-05-04T01:14:40 | ai | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|low| desc=AI system model_inversion by scruz No additional info noise=B117414C | {
"geo_location": "Lesotho",
"device_hash": "ed016cb180c881d4f117a1095f2b33b4",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/7356-11-09 22:55:29 Firefox/12.0",
"session_id": "7fd9d669-d977-4c30-b742-fbef62247261",
"risk_score": 66.84,
"confidence": 0.19
} | scruz | model_inversion | null | null | null | No additional info | AI system model_inversion by scruz No additional info | null | null | null | null | null | null | null | null | null | null | null | model-0af78996 | d7ca652e75390eca39a6c8db6986bb65bf612d01 | 103fd4ab59e3d4097f3300c530c044f6 | null | null | null | null | null | null | null |
e5b9fd8e-e18f-4bd0-b271-9bcb531969fb | 2025-07-06T12:22:23 | cloud | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in GCP by mikesutton MITRE Technique: T1078.004 | {
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "8f1988dcc979a56f5557a84fae5af8eacba7edcceef3fe859d9aec81286ce8e6",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/46.0.868.0 Safari/532.2",
"session_id": "123e7883-6a26-4641-a3b1-e930fc0b9da4",
"risk_s... | mikesutton | crypto_mining | null | null | null | MITRE Technique: T1078.004 | Cloud crypto_mining in GCP by mikesutton MITRE Technique: T1078.004 | null | null | null | null | null | null | null | null | null | GCP | res-f88701db | null | null | null | null | null | null | null | null | null | null |
c751890e-b629-45fe-a961-17cbde8c1ad3 | 2025-04-23T21:02:09 | ai | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|critical| desc=AI system training_data_poisoning by kylenorton MITRE Technique: T1566.001 | {
"geo_location": "Montserrat",
"device_hash": "2c277ba611f0d1cc24797b8f796e504d",
"user_agent": "Mozilla/5.0 (Linux; Android 8.1.0) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/19.0.878.0 Safari/536.2",
"session_id": "592c017c-768f-4a31-a643-9640b998c05c",
"risk_score": 66.02,
"confidence": 0.28
} | kylenorton | training_data_poisoning | null | null | null | MITRE Technique: T1566.001 | AI system training_data_poisoning by kylenorton MITRE Technique: T1566.001 | null | null | null | null | null | null | null | null | null | null | null | model-82ec8840 | 18bab8ddc9424a142c98d0cdfba7b4b09e98fb89260271f0d837e6d7bddbca33 | cb540baa075e7c41b32dd4ea745209aadd0b8572ab621a68a8d695a2c92389c6 | null | null | null | null | null | null | null |
aa49c4a6-3e13-4363-8d3e-3f25651b6de0 | 2025-06-08T04:17:05 | ai | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|low| desc=AI system model_access by zwood No additional info | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "ac46fcdc231f80658b492e5a1a28880ceff8d9e2b65cebc78625126ea7926aba",
"user_agent": "Opera/8.23.(X11; Linux x86_64; ps-AF) Presto/2.9.167 Version/11.00",
"session_id": "88313569-b1d5-4303-ba3a-700438581880",
"risk_score": 68.11,
"confidence": 0.4
} | zwood | model_access | null | null | null | No additional info | AI system model_access by zwood No additional info | null | null | null | null | null | null | null | null | null | null | null | model-c0aff293 | 3e3a82c069f304ac21758f10d80484ee | 693daf48dfc44339eccc50387635ab84dcca1a0d | null | null | null | null | null | null | null |
868a59b4-f564-427e-9d24-42fcd066da98 | 2025-01-17T05:33:14 | firewall | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|low| desc=Firewall deny HTTPS traffic from 129.177.165.94:691 to 83.75.240.246:581 No additional info | {
"geo_location": "French Polynesia",
"device_hash": "2ebafef3a223b9d0db1cdba5973bbe1e69554a20",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.1; Trident/5.1)",
"session_id": "f96b9ded-a3e9-4ef3-9c3c-d03a1af17256",
"risk_score": 61.43,
"confidence": 0.47
} | null | deny | null | null | null | No additional info | Firewall deny HTTPS traffic from 129.177.165.94:691 to 83.75.240.246:581 No additional info | null | null | null | null | 129.177.165.94 | 83.75.240.246 | null | null | null | null | null | null | null | null | 691 | 581 | HTTPS | 594,662 | 2,130 | null | null |
b6baf83c-a0cf-4bb7-8f3f-8345a3d8ef5f | 2025-07-10T21:00:45 | ids_alert | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|medium| desc=Palo Alto Cortex Alert: Fileless Attack detected from 194.59.229.97 targeting 194.116.49.46 No additional info | {
"geo_location": "Timor-Leste",
"device_hash": "026fc5e41dff2dfa5439efa3a542fd97d70e986cee15439959ba1b656375dfeb",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_1 rv:2.0; bhb-IN) AppleWebKit/535.10.4 (KHTML, like Gecko) Version/4.0.3 Safari/535.10.4",
"session_id": "bb94b04a-8988-4a74-a68c-180c... | null | null | null | null | null | No additional info | Palo Alto Cortex Alert: Fileless Attack detected from 194.59.229.97 targeting 194.116.49.46 No additional info | null | null | null | null | 194.59.229.97 | 194.116.49.46 | Fileless Attack | SIG-5599 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
ff42bfdb-1ff5-451e-8012-9d2a6aea4338 | 2025-02-18T16:38:37 | ai | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|high| desc=AI system adversarial_input by wongtammy MITRE Technique: T1059.005 | {
"geo_location": "Tokelau",
"device_hash": "da471a03afd34755fdacc7719ebeeb7e",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; st-ZA; rv:1.9.0.20) Gecko/7813-10-29 12:04:41 Firefox/3.6.3",
"session_id": "269ff605-24dc-434b-a97b-ca73586dafd1",
"risk_score": 44.59,
"confidence": 0.61
} | wongtammy | adversarial_input | null | null | null | MITRE Technique: T1059.005 | AI system adversarial_input by wongtammy MITRE Technique: T1059.005 | null | null | null | null | null | null | null | null | null | null | null | model-1e6eb096 | 66f779fa41531958bec4e7830fc8ad4813af1742 | 3021462eca4f089df40746d1ff09b694 | null | null | null | null | null | null | null |
f42067f8-a796-4dce-a10a-1269b2d85987 | 2025-02-26T08:17:41 | ids_alert | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|high| desc=ArcSight Alert: Port Scan detected from 20.112.163.136 targeting 31.67.189.159 No additional info noise=VHJpcC4= | {
"geo_location": "Norfolk Island",
"device_hash": "3a068ea31c42ec1ac94d8790384e5d7c1a20ff71",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_6; rv:1.9.5.20) Gecko/4245-04-06 01:39:22 Firefox/6.0",
"session_id": "d140cc90-4e05-470f-b11b-c0ec5f657a8e",
"risk_score": 25.65,
"confidence": 0.29
} | null | null | null | null | null | No additional info | ArcSight Alert: Port Scan detected from 20.112.163.136 targeting 31.67.189.159 No additional info | null | null | null | null | 20.112.163.136 | 31.67.189.159 | Port Scan | SIG-2543 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
d5e0cdff-544c-4f43-9217-9f8d188e8c24 | 2025-03-10T13:01:56 | cloud | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud permission_escalation in GCP by peter36 No additional info | {
"geo_location": "Mexico",
"device_hash": "825aa361393c0ff2c5b890da810109266d6efafa7af5d8cfad0175594566c870",
"user_agent": "Opera/9.52.(Windows NT 5.2; sw-TZ) Presto/2.9.160 Version/12.00",
"session_id": "d730af68-7792-45fa-bf5b-ab95651e2675",
"risk_score": 26.09,
"confidence": 0.66
} | peter36 | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in GCP by peter36 No additional info | null | null | null | null | null | null | null | null | null | GCP | res-c67eaeaf | null | null | null | null | null | null | null | null | null | null |
2933eff5-73be-4258-977e-fc2805c1e98b | 2025-06-05T15:03:52 | 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: Domain Fronting detected from 119.153.187.130 targeting 175.249.184.200 No additional info | {
"geo_location": "Egypt",
"device_hash": "ccd56b71d934afb316d3a195a73fc60f",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; or-IN) AppleWebKit/531.31.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6531.31.1",
"session_id": "c510f91f-c8fd-4d59-9120-be5c0e9d3abb",
"risk_score": ... | null | null | null | null | null | No additional info | FireEye HX Alert: Domain Fronting detected from 119.153.187.130 targeting 175.249.184.200 No additional info | null | null | null | null | 119.153.187.130 | 175.249.184.200 | Domain Fronting | SIG-2087 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
b21c02b7-5791-4511-8245-b6d79c59351e | 2025-06-07T01:00:09 | ids_alert | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|low| desc=Elastic SIEM Alert: XSS detected from 51.184.251.76 targeting 119.105.220.221 No additional info | {
"geo_location": "Saint Vincent and the Grenadines",
"device_hash": "2002928a987dd07f93aba26a2d7362fe5cd14f590fef803bb914d721d8560a81",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_3) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/45.0.809.0 Safari/532.1",
"session_id": "2576f4cf-cf3d-4a8c-847c-2bb14... | null | null | null | null | null | No additional info | Elastic SIEM Alert: XSS detected from 51.184.251.76 targeting 119.105.220.221 No additional info | {
"baseline_deviation": 2.26,
"entropy": 4.27,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 51.184.251.76 | 119.105.220.221 | XSS | SIG-9770 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
dc42d9cb-6eb5-4002-a9ef-c328b735c9c5 | 2025-07-10T14:02:44 | cloud | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|high| desc=Cloud instance_creation in Alibaba by jessicasmith Unconventional IOC: Bios timestamp anomalies | {
"geo_location": "Western Sahara",
"device_hash": "627484c2bbda77f38ba950802ed3894c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/3.0)",
"session_id": "c5935a9a-b858-41dd-ae8f-699fc9ad4e6f",
"risk_score": 70.94,
"confidence": 0.47
} | jessicasmith | instance_creation | null | null | null | Unconventional IOC: Bios timestamp anomalies | Cloud instance_creation in Alibaba by jessicasmith Unconventional IOC: Bios timestamp anomalies | null | null | null | null | null | null | null | null | null | Alibaba | res-adb42b56 | null | null | null | null | null | null | null | null | null | null |
94de4d92-49b9-40e7-9979-e0bc8efc0a54 | 2025-01-13T06:06:30 | firewall | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|high| desc=Firewall allow SSH traffic from 175.153.19.92:768 to 194.17.138.143:788 Unconventional IOC: Quantum random number deviations | {
"geo_location": "Swaziland",
"device_hash": "d3dba0324c14e0f747a5b3cb6e954fd56e11cf08d074846793cbbe7bf6cfd86c",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/534.41.4 (KHTML, like Gecko) Version/5.0.1 Safari/534.41.4",
"session_id": "0eb9053f-d818-4e54-9ad3-fbf78baf6eeb",
"risk_score": 48.... | null | allow | null | null | null | Unconventional IOC: Quantum random number deviations | Firewall allow SSH traffic from 175.153.19.92:768 to 194.17.138.143:788 Unconventional IOC: Quantum random number deviations | null | null | null | null | 175.153.19.92 | 194.17.138.143 | null | null | null | null | null | null | null | null | 768 | 788 | SSH | 252,356 | 674 | null | null |
e03dc0de-152a-45e6-935b-24d813c98db8 | 2025-06-11T02:15:42 | cloud | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in OCI by markwebster No additional info | {
"geo_location": "Suriname",
"device_hash": "ed635b44f5cd58f8c0c2a9dada5acb5d68be5c04",
"user_agent": "Opera/8.13.(X11; Linux x86_64; el-CY) Presto/2.9.188 Version/11.00",
"session_id": "594b4c03-9c3f-4f46-a558-3f484f4252f8",
"risk_score": 58.93,
"confidence": 0.71
} | markwebster | api_abuse | null | null | null | No additional info | Cloud api_abuse in OCI by markwebster No additional info | null | null | null | null | null | null | null | null | null | OCI | res-592f624e | null | null | null | null | null | null | null | null | null | null |
bc27142b-1ef5-4d1a-9268-e1af03d71425 | 2025-04-15T07:10:53 | ids_alert | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|medium| desc=Microsoft Sentinel Alert: Cloud API Abuse detected from 209.172.122.47 targeting 154.129.23.200 MITRE Technique: T1566.001 | {
"geo_location": "Hong Kong",
"device_hash": "d65e14e701dd6fb111c59e96b27ab46f",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_0 rv:2.0; tt-RU) AppleWebKit/535.10.4 (KHTML, like Gecko) Version/4.1 Safari/535.10.4",
"session_id": "a531ba39-0af2-44d5-920c-b1d818e3fbad",
"risk_score": 76.88,
"conf... | null | null | null | null | null | MITRE Technique: T1566.001 | Microsoft Sentinel Alert: Cloud API Abuse detected from 209.172.122.47 targeting 154.129.23.200 MITRE Technique: T1566.001 | null | null | null | null | 209.172.122.47 | 154.129.23.200 | Cloud API Abuse | SIG-1654 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
1081bd5d-e9fc-4072-a4b5-624e1b0f949f | 2025-06-16T22:07:50 | cloud | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|high| desc=Cloud lambda_execution in AWS by randall93 No additional info | {
"geo_location": "Uzbekistan",
"device_hash": "6aa59143d216ad9cdd2369e19c06eac3ede38fdbac3f5dbdcffc18dd4b2f2069",
"user_agent": "Opera/8.87.(Windows NT 11.0; uk-UA) Presto/2.9.179 Version/10.00",
"session_id": "7af7d803-79d0-44b9-b45d-f129f2f33d8a",
"risk_score": 64.34,
"confidence": 0.25
} | randall93 | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in AWS by randall93 No additional info | null | null | null | null | null | null | null | null | null | AWS | res-084d0338 | null | null | null | null | null | null | null | null | null | null |
af0c7631-09ee-42f9-b162-5c6ca003619c | 2025-05-11T02:30:41 | cloud | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud crypto_mining in Alibaba by holly00 MITRE Technique: T1486 noise=F42F4EAB | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "8b5e605865dc4c4f1bf520c1d968e8d919ac4cda",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/8966-03-09 22:54:41 Firefox/5.0",
"session_id": "95481300-25fa-49e7-8880-538d4c673b02",
"risk_score": 58.05,
"confidence": 0.88
} | holly00 | crypto_mining | null | null | null | MITRE Technique: T1486 | Cloud crypto_mining in Alibaba by holly00 MITRE Technique: T1486 | null | null | null | null | null | null | null | null | null | Alibaba | res-ca9f1514 | null | null | null | null | null | null | null | null | null | null |
a8add874-3028-43ba-99cf-33098f0f6313 | 2025-03-15T07:54:01 | ids_alert | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|high| desc=QRadar Alert: Credential Stuffing detected from 190.120.45.79 targeting N/A MITRE Technique: T1078.004 noise=1BD8715B | {
"geo_location": "Poland",
"device_hash": "35b656cb415b08ba0413fc5e566614baa9154546fd46b9754289554612b9314e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Trident/5.0)",
"session_id": "b9fda3b3-9b7f-49ab-a757-80d09256ebec",
"risk_score": 31.43,
"confidence": 0.76
} | null | null | null | null | null | MITRE Technique: T1078.004 | QRadar Alert: Credential Stuffing detected from 190.120.45.79 targeting N/A MITRE Technique: T1078.004 | {
"baseline_deviation": 0.61,
"entropy": 5.34,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 190.120.45.79 | N/A | Credential Stuffing | SIG-8501 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
773f0d02-aa02-4888-8aed-8fac97418a77 | 2025-04-07T19:22:13 | endpoint | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint registry_change local by orrchristopher No additional info | {
"geo_location": "Argentina",
"device_hash": "94f98f5fa81abf163f5d7a663d0d2082",
"user_agent": "Opera/9.19.(Windows NT 4.0; gv-GB) Presto/2.9.173 Version/12.00",
"session_id": "648a602c-1f5f-48c4-b5ac-7718118e4df6",
"risk_score": 36.6,
"confidence": 0.39
} | orrchristopher | registry_change | local | 7,209 | cmd.exe | No additional info | Endpoint registry_change local by orrchristopher No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8018e45c-550a-40ce-ac82-49f0068e9707 | 2025-05-27T07:45:48 | firewall | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop UDP traffic from 105.90.148.56:810 to 10.53.254.35:9740 MITRE Technique: T1078.004 noise=UmVjZW50Lg== | {
"geo_location": "Liberia",
"device_hash": "e5260460595d6110f761e0a4b00c3021247ee97828aa41a19435ac1ad0deed2a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.01; Trident/4.1)",
"session_id": "d2b1eda2-1a12-4c83-8d6c-00db8f8eff4b",
"risk_score": 71.58,
"confidence": 0.5
} | null | drop | null | null | null | MITRE Technique: T1078.004 | Firewall drop UDP traffic from 105.90.148.56:810 to 10.53.254.35:9740 MITRE Technique: T1078.004 | null | null | null | null | 105.90.148.56 | 10.53.254.35 | null | null | null | null | null | null | null | null | 810 | 9,740 | UDP | 684,027 | 3,453 | null | null |
edc35fa5-f6ef-4ab4-b478-898e4e1822a2 | 2025-02-13T04:44:45 | firewall | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only DNS traffic from 10.27.54.203:454 to 91.37.174.89:508 MITRE Technique: T1078.004 | {
"geo_location": "Belize",
"device_hash": "22ef9ad07ce44e49984b6c069d116397e58f7a6a8231bb6218fc2ac7c11a9544",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/534.11.2 (KHTML, like Gecko) Version/5.0.4 Safari/534.11.2",
"session_id": "62415256-f98b-406a-8b88-82d1c5bdbba6",
"risk_score": 80... | null | log-only | null | null | null | MITRE Technique: T1078.004 | Firewall log-only DNS traffic from 10.27.54.203:454 to 91.37.174.89:508 MITRE Technique: T1078.004 | {
"baseline_deviation": 2.58,
"entropy": 7.48,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 10.27.54.203 | 91.37.174.89 | null | null | null | null | null | null | null | null | 454 | 508 | DNS | 726,136 | 3,494 | null | null |
bb01eceb-b0f1-4490-a22e-5c29fac66af4 | 2025-04-13T06:42:08 | cloud | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in GCP by yrichards MITRE Technique: T1543.003 | {
"geo_location": "Anguilla",
"device_hash": "61991332647b24d472c572e759556509f8db123f",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 4_3_5 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) FxiOS/14.6z6747.0 Mobile/69L435 Safari/536.2",
"session_id": "d80d8b4b-244f-4cf3-a36f-d5e16e7ffd12",
"risk_score": 4... | yrichards | api_abuse | null | null | null | MITRE Technique: T1543.003 | Cloud api_abuse in GCP by yrichards MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | GCP | res-dc584aa0 | null | null | null | null | null | null | null | null | null | null |
a93f5db8-d7c2-485b-82b5-46b2c765b917 | 2025-03-18T02:37:02 | ids_alert | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|low| desc=Splunk Alert: Container Escape detected from 164.159.130.87 targeting N/A No additional info | {
"geo_location": "Lebanon",
"device_hash": "dcf8109fba1377b19d483e8aadd36083",
"user_agent": "Opera/8.93.(Windows NT 6.2; ga-IE) Presto/2.9.181 Version/12.00",
"session_id": "c603e47e-5f79-4871-a205-6c127c1a1757",
"risk_score": 77.99,
"confidence": 0.49
} | null | null | null | null | null | No additional info | Splunk Alert: Container Escape detected from 164.159.130.87 targeting N/A No additional info | null | null | null | null | 164.159.130.87 | N/A | Container Escape | SIG-7046 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
61d05312-ca67-4a28-963a-08b01c833475 | 2025-06-01T09:54:57 | endpoint | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint registry_change /public/collection.bmp by erosario MITRE Technique: T1547.001 | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "a2274ade2dcc88ab766377fee685085c",
"user_agent": "Mozilla/5.0 (Android 8.1.0; Mobile; rv:25.0) Gecko/25.0 Firefox/25.0",
"session_id": "917ad665-a63d-46b3-892b-6609fc0acf70",
"risk_score": 33.8,
"confidence": 0.42
} | erosario | registry_change | /public/collection.bmp | 9,388 | svchost.exe | MITRE Technique: T1547.001 | Endpoint registry_change /public/collection.bmp by erosario MITRE Technique: T1547.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dff8ad67-5aa3-4a3c-a3c2-20c29689a4ec | 2025-03-04T13:23:22 | 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 HTTP traffic from 46.26.16.224:38 to 81.42.34.135:494 Associated Threat Actor: APT37 | Unconventional IOC: UEFI variable tampering | {
"geo_location": "New Caledonia",
"device_hash": "30e91d62c3b1d17ad2982cea1572ba6a940ade0acdf523b3a3b263a59090d89b",
"user_agent": "Opera/9.36.(Windows NT 5.2; raj-IN) Presto/2.9.183 Version/12.00",
"session_id": "14f3f6c8-f8eb-4ff9-b1db-09b2a18bf9f7",
"risk_score": 53.92,
"confidence": 0.09
} | null | drop | null | null | null | Associated Threat Actor: APT37 | Unconventional IOC: UEFI variable tampering | Firewall drop HTTP traffic from 46.26.16.224:38 to 81.42.34.135:494 Associated Threat Actor: APT37 | Unconventional IOC: UEFI variable tampering | null | null | null | null | 46.26.16.224 | 81.42.34.135 | null | null | null | null | null | null | null | null | 38 | 494 | HTTP | 421,644 | 3,315 | null | null |
7655d4d6-bc57-4b83-bd81-42e0a2dbabf0 | 2025-05-15T20:31:40 | ids_alert | Tanium v7.4.0 | emergency | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|emergency| desc=Tanium Alert: Container Escape detected from 16.19.188.2 targeting N/A No additional info noise=Q3JpbWUu | {
"geo_location": "Sudan",
"device_hash": "29b4658584f58f47ec93f5bbb645fa10ff88032c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/5.0)",
"session_id": "e5a922ed-5a06-4cc0-858c-e3e8124e60e8",
"risk_score": 78.95,
"confidence": 0.78
} | null | null | null | null | null | No additional info | Tanium Alert: Container Escape detected from 16.19.188.2 targeting N/A No additional info | {
"baseline_deviation": 2.76,
"entropy": 5.97,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 16.19.188.2 | N/A | Container Escape | SIG-7096 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
a2eb20ca-9526-495d-b87e-0ca9aedb59a8 | 2025-06-23T06:38:38 | auth | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|info| desc=Auth challenge for blakecook via OAuth from 10.214.60.128 No additional info | {
"geo_location": "Russia",
"device_hash": "79d84147fec13571429cbfa639f4aa356c0a27429ba4187e4b89d46377de761c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; st-ZA) AppleWebKit/535.22.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6535.22.5",
"session_id": "80da425e-e4d9-41b0-977... | blakecook | challenge | null | null | null | No additional info | Auth challenge for blakecook via OAuth from 10.214.60.128 No additional info | null | null | null | null | 10.214.60.128 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 58:34:97:f5:26:12 |
6cbcaaaa-809a-425a-99ad-e6366965790f | 2025-02-04T03:35:16 | cloud | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|info| desc=Cloud instance_creation in AWS by kadams MITRE Technique: T1218.011 | {
"geo_location": "Comoros",
"device_hash": "5efeeb305a405aa52d552f04f952d32efa0c523525667b73e968415e08d9f288",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/23.0.894.0 Safari/535.1",
"session_id": "4d868c0d-3cef-4872-960a-c6b6be1ec508",
"risk_score": 41.26,
"conf... | kadams | instance_creation | null | null | null | MITRE Technique: T1218.011 | Cloud instance_creation in AWS by kadams MITRE Technique: T1218.011 | {
"baseline_deviation": 2.36,
"entropy": 2.27,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | AWS | res-bb67f668 | null | null | null | null | null | null | null | null | null | null |
94f126d3-7a56-462d-9a41-85f2763f499a | 2025-04-22T14:39:29 | firewall | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|high| desc=Firewall log-only SSH traffic from 94.5.24.239:54 to 74.240.50.56:515 MITRE Technique: T1190 noise=him|answer|remember | {
"geo_location": "Turkmenistan",
"device_hash": "2030669f66ad2535986178b71097ab1a5dd7ab4c43af67dd494ea22971912e05",
"user_agent": "Opera/9.96.(Windows 98; Win 9x 4.90; bho-IN) Presto/2.9.175 Version/10.00",
"session_id": "c3b2c3e8-396e-4070-abb0-78d0da85cb5b",
"risk_score": 66.36,
"confidence": 0.95
} | null | log-only | null | null | null | MITRE Technique: T1190 | Firewall log-only SSH traffic from 94.5.24.239:54 to 74.240.50.56:515 MITRE Technique: T1190 | null | null | null | null | 94.5.24.239 | 74.240.50.56 | null | null | null | null | null | null | null | null | 54 | 515 | SSH | 289,458 | 2,507 | null | null |
d9b76c58-c62e-4f94-afcb-9d79fcc3445d | 2025-04-30T04:36:15 | auth | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|low| desc=Auth timeout for deborah29 via key from 57.185.90.190 No additional info | {
"geo_location": "Kyrgyz Republic",
"device_hash": "3feb7feb09d8e734b80bd85638388529",
"user_agent": "Opera/8.72.(Windows NT 10.0; nso-ZA) Presto/2.9.160 Version/10.00",
"session_id": "b39ed332-a1c8-4626-9c7c-780908e16f89",
"risk_score": 2.2,
"confidence": 0.96
} | deborah29 | timeout | null | null | null | No additional info | Auth timeout for deborah29 via key from 57.185.90.190 No additional info | null | null | null | null | 57.185.90.190 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 5f:35:9c:6e:19:0a |
c5ba0f8f-d249-4e9d-ac52-74191957a01f | 2025-05-15T09:41:23 | ai | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by annejackson No additional info noise=4B28300B | {
"geo_location": "China",
"device_hash": "24d453fbf380d484f0449c351cf5b142ab9245c3d33d25d87a67e550c1fe68ca",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_4 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) FxiOS/16.1m8356.0 Mobile/10M188 Safari/535.2",
"session_id": "ad27e50b-8cf6-4f37-a8ca-847c86... | annejackson | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by annejackson No additional info | null | null | null | null | null | null | null | null | null | null | null | model-808b7249 | bc0d66e8b6c55a31635519e277e82909ebdc0489 | a79c4405c897935b78c994cb4c1b7844 | null | null | null | null | null | null | null |
8ee1e995-38e9-4232-ae3d-cadc3764edbb | 2025-05-15T09:17:24 | network | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|critical| desc=Network covert_channel from 38.125.111.185 to 58.18.252.161 No additional info | {
"geo_location": "Seychelles",
"device_hash": "afb27a4fe11fab16ed8ab7cbe72d16ad",
"user_agent": "Mozilla/5.0 (Windows 98) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/40.0.821.0 Safari/533.2",
"session_id": "8d711193-b74a-41f5-8c56-973c8a461caf",
"risk_score": 51.52,
"confidence": 0.28
} | null | covert_channel | null | null | null | No additional info | Network covert_channel from 38.125.111.185 to 58.18.252.161 No additional info | null | null | null | null | 38.125.111.185 | 58.18.252.161 | null | null | null | null | null | null | null | null | null | null | HTTPS | 232,349 | null | null | null |
837b7810-5e11-43c5-ad9f-cd94d0160f8f | 2025-05-22T08:22:19 | ids_alert | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|low| desc=Tanium Alert: Container Escape detected from 10.166.90.61 targeting N/A MITRE Technique: T1053.005 | {
"geo_location": "Ethiopia",
"device_hash": "9753dbb620c03c86c25125f04bea0a43",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; kl-GL) AppleWebKit/532.11.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6532.11.7",
"session_id": "75ac015b-7f92-4600-9291-626bb4815110",
"risk_score... | null | null | null | null | null | MITRE Technique: T1053.005 | Tanium Alert: Container Escape detected from 10.166.90.61 targeting N/A MITRE Technique: T1053.005 | null | null | null | null | 10.166.90.61 | N/A | Container Escape | SIG-3534 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
c697af8d-9090-432d-85f8-8efc5fc190df | 2030-01-28T06:19:14 | firewall | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine DNS traffic from 39.216.67.121:48 to 91.167.236.139:697 MITRE Technique: T1547.001 | {
"geo_location": "Montenegro",
"device_hash": "bfb968a5121b6f891eb0aa8cce114353b9bbc0d4",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/17.0.862.0 Safari/531.2",
"session_id": "cdecd061-9794-46be-b959-de49c78328d4",
"risk_score": 59.1,
"confidence": 0.69
} | null | quarantine | null | null | null | MITRE Technique: T1547.001 | Firewall quarantine DNS traffic from 39.216.67.121:48 to 91.167.236.139:697 MITRE Technique: T1547.001 | null | null | null | null | 39.216.67.121 | 91.167.236.139 | null | null | null | null | null | null | null | null | 48 | 697 | DNS | 687,206 | 3,543 | null | null |
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