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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
e97a91ed-735d-40cb-91f2-01117923be6f | 2025-05-05T02:25:17 | auth | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|low| desc=Auth bypass for tterry via password from 165.118.99.172 Associated Threat Actor: BlueNoroff noise=E6F01683 | {
"geo_location": "Hungary",
"device_hash": "587ba524eaa4c3585d5cf175f1952db3",
"user_agent": "Opera/8.62.(X11; Linux x86_64; lb-LU) Presto/2.9.163 Version/10.00",
"session_id": "43b309f0-5e46-492a-aa95-585fe11684e8",
"risk_score": 66.34,
"confidence": 0.16
} | tterry | bypass | null | null | null | Associated Threat Actor: BlueNoroff | Auth bypass for tterry via password from 165.118.99.172 Associated Threat Actor: BlueNoroff | null | null | null | null | 165.118.99.172 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 04:a0:9c:8f:14:50 |
080e8b1f-9297-4b18-94de-82555cf59e52 | 2025-05-10T16:04:28 | endpoint | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|low| desc=Endpoint powershell_exec training by hallbetty No additional info | {
"geo_location": "Benin",
"device_hash": "ad44e3e9b6d483ef6765e6ddc31dd271a9b9d7cd",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/5541-09-01 16:31:11 Firefox/9.0",
"session_id": "0dcc2a84-718b-4e40-b1e6-ff87ef297c2e",
"risk_score": 67.41,
"confidence": 0.84
} | hallbetty | powershell_exec | training | 6,173 | svchost.exe | No additional info | Endpoint powershell_exec training by hallbetty No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e24801b0-0308-47bb-86e4-b7dc2693e690 | 2025-04-10T13:37:10 | firewall | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only ICMP traffic from 74.32.62.156:145 to 41.148.187.198:275 No additional info | {
"geo_location": "Indonesia",
"device_hash": "a0d59d02abbd5a65dc1520daea12681de3b97647",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/5.0)",
"session_id": "435ca274-f303-4dcc-8953-e5f363c13b72",
"risk_score": 61.07,
"confidence": 0.48
} | null | log-only | null | null | null | No additional info | Firewall log-only ICMP traffic from 74.32.62.156:145 to 41.148.187.198:275 No additional info | {
"baseline_deviation": 2.23,
"entropy": 7.54,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 74.32.62.156 | 41.148.187.198 | null | null | null | null | null | null | null | null | 145 | 275 | ICMP | 203,763 | 2,429 | null | null |
e95af61b-12a7-4df8-9d64-0426d9ce2018 | 2025-04-26T21:09:23 | 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: Container Escape detected from 10.76.213.203 targeting 154.249.12.165 No additional info | {
"geo_location": "Nicaragua",
"device_hash": "15e08c28e9ff755826fe5a839cf22899bcc1246d",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_9; rv:1.9.6.20) Gecko/7374-11-05 12:50:55 Firefox/3.6.11",
"session_id": "bb933da4-9669-46a3-b025-de64cce841ba",
"risk_score": 62.89,
"confidence": 0.61
} | null | null | null | null | null | No additional info | FireEye HX Alert: Container Escape detected from 10.76.213.203 targeting 154.249.12.165 No additional info | null | null | null | null | 10.76.213.203 | 154.249.12.165 | Container Escape | SIG-4855 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
881c858f-a76d-4ed4-9c77-2fb0c13873ef | 2025-02-28T11:58:48 | ids_alert | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|critical| desc=Snort Alert: Domain Fronting detected from 85.136.23.159 targeting N/A No additional info | {
"geo_location": "Mauritius",
"device_hash": "ed577db5f4c23c7fbf45296067efacb6dc86f57f4a63852e8092cea8581e35fc",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/32.0.872.0 Safari/534.0",
"session_id": "cae4d145-a6b4-49da-8963-181224711f9a",
"risk_score": 63.93,
"co... | null | null | null | null | null | No additional info | Snort Alert: Domain Fronting detected from 85.136.23.159 targeting N/A No additional info | null | null | null | null | 85.136.23.159 | N/A | Domain Fronting | SIG-4513 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
4ef91221-daac-44b8-af46-e82fde2a93b1 | 2028-09-11T19:42:42 | firewall | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only UDP traffic from 144.237.12.34:999 to 20.135.50.3:31481 MITRE Technique: T1110.003 | Associated Threat Actor: APT34 | {
"geo_location": "Mongolia",
"device_hash": "05b7d23a44a77aaa4178f022dd5eb8b8298396fc",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_3_1 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/15.0.830.0 Mobile/41N371 Safari/535.2",
"session_id": "689a8745-889e-4d15-b8c2-7bacc1038446",
"risk_score": 5... | null | log-only | null | null | null | MITRE Technique: T1110.003 | Associated Threat Actor: APT34 | Firewall log-only UDP traffic from 144.237.12.34:999 to 20.135.50.3:31481 MITRE Technique: T1110.003 | Associated Threat Actor: APT34 | null | null | null | null | 144.237.12.34 | 20.135.50.3 | null | null | null | null | null | null | null | null | 999 | 31,481 | UDP | 448,840 | 3,486 | null | null |
79a1c3a5-1682-4c04-ae74-f1a8ba7fc854 | 2025-03-15T17:26:35 | ai | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by bowmanpamela No additional info noise=96328276 | {
"geo_location": "South Africa",
"device_hash": "ae5126c236b930e7b1293e79d0cce9d04b19fd4548b8692db6ee7e22aafe6e5f",
"user_agent": "Mozilla/5.0 (Android 4.3.1; Mobile; rv:37.0) Gecko/37.0 Firefox/37.0",
"session_id": "e5cbe2a7-e3ba-422f-a0e5-e95a14cdfe22",
"risk_score": 71.08,
"confidence": 0.88
} | bowmanpamela | prompt_injection | null | null | null | No additional info | AI system prompt_injection by bowmanpamela No additional info | null | null | null | null | null | null | null | null | null | null | null | model-374189e0 | d2516622680d9760c9e7014d365358c6bda33b8e | fb6cbdf98d9254ecfcaa014e98bba34f | null | null | null | null | null | null | null |
8d8bc9b3-8a92-40d6-9c27-117f3876e681 | 2025-05-09T22:36:21 | firewall | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|info| desc=Firewall drop RDP traffic from 83.58.252.70:233 to 55.67.88.207:722 No additional info | {
"geo_location": "Saint Lucia",
"device_hash": "fe4b06258b61c6f6f3f50a2f1c67d409",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; the-NP; rv:1.9.1.20) Gecko/5595-02-02 22:31:41 Firefox/3.6.2",
"session_id": "7c933202-6bb2-42c5-b0e7-0b5ce0da08dc",
"risk_score": 30.97,
"confidence": 0.56
} | null | drop | null | null | null | No additional info | Firewall drop RDP traffic from 83.58.252.70:233 to 55.67.88.207:722 No additional info | null | null | null | null | 83.58.252.70 | 55.67.88.207 | null | null | null | null | null | null | null | null | 233 | 722 | RDP | 291,925 | 1,078 | null | null |
97cb9974-7747-4dfb-a2a6-254d6aec5dad | 2025-06-08T23:04:07 | auth | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|low| desc=Auth failed for trandall via OAuth from 4.25.131.37 No additional info | {
"geo_location": "Hungary",
"device_hash": "8252bbcff99f3dcacef00e912b5633c9e9c353f7d102226b5d353317dd80952e",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/533.40.7 (KHTML, like Gecko) Version/5.1 Safari/533.40.7",
"session_id": "7df15e16-1a1d-41dd-8b91-06cc1a5deda3",
"risk_score": 29.81,
... | trandall | failed | null | null | null | No additional info | Auth failed for trandall via OAuth from 4.25.131.37 No additional info | null | null | null | null | 4.25.131.37 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 68:99:a9:08:b1:e2 |
8de20cba-b8e2-41af-b4fc-0162a1e079b8 | 2025-01-20T12:56:23 | cloud | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud permission_escalation in AWS by xlogan No additional info | {
"geo_location": "United Arab Emirates",
"device_hash": "2d75a24ca76e70e4fa03bf04a0145f99",
"user_agent": "Opera/8.64.(Windows NT 5.1; ln-CD) Presto/2.9.190 Version/10.00",
"session_id": "e1149829-3d63-4d42-a993-257bbaa735df",
"risk_score": 75.69,
"confidence": 0.45
} | xlogan | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in AWS by xlogan No additional info | null | null | null | null | null | null | null | null | null | AWS | res-863f3518 | null | null | null | null | null | null | null | null | null | null |
ed9ff3bc-bd65-4094-8e9b-db30bd2ef42e | 2025-01-28T19:58:14 | iot | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|critical| desc=IoT device Camera sensor_spoofing No additional info | {
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "a3a2f7b3e60ef923e6547cad4a5a857a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/4.1)",
"session_id": "f0d9e1c1-4704-4b65-88a5-ea90d25c2229",
"risk_score": 87.4,
"confidence": 0.02
} | null | sensor_spoofing | null | null | null | No additional info | IoT device Camera sensor_spoofing No additional info | null | Camera | iot-8ba0844e | 8.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7c9916c1-2e24-4efc-bc14-a931fdb61db0 | 2025-01-14T12:56:59 | auth | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|low| desc=Auth bypass for hthomas via passwordless from 57.140.234.223 Unconventional IOC: TPM attestation failures | {
"geo_location": "Djibouti",
"device_hash": "050e24d731086a6af1ef32c24aff773632e7e5c7",
"user_agent": "Opera/8.56.(Windows NT 4.0; hu-HU) Presto/2.9.174 Version/12.00",
"session_id": "3795b2d1-b5ee-494b-8adf-dea495f4ecbd",
"risk_score": 53.42,
"confidence": 0.57
} | hthomas | bypass | null | null | null | Unconventional IOC: TPM attestation failures | Auth bypass for hthomas via passwordless from 57.140.234.223 Unconventional IOC: TPM attestation failures | null | null | null | null | 57.140.234.223 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 6d:bc:4a:e7:70:00 |
4981d95f-1a8e-44fe-b92e-9f12168ced25 | 2025-06-20T16:45:23 | endpoint | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint registry_change suddenly by williamsmegan MITRE Technique: T1543.003 | {
"geo_location": "Niger",
"device_hash": "f15ff6465ed2e2ebfe855e5cded038b5",
"user_agent": "Mozilla/5.0 (Linux; Android 4.2.2) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/20.0.803.0 Safari/536.0",
"session_id": "666339b1-bfd3-49c4-968c-dd16aec20118",
"risk_score": 59.47,
"confidence": 0.59
} | williamsmegan | registry_change | suddenly | 6,277 | explorer.exe | MITRE Technique: T1543.003 | Endpoint registry_change suddenly by williamsmegan 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 |
8da5f65e-f623-415b-973e-c1275dc7d86a | 2025-01-24T02:53:53 | ids_alert | Trellix v10.7.0 | emergency | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|emergency| desc=Trellix Alert: Cloud API Abuse detected from 10.101.5.197 targeting 16.221.255.0 No additional info | {
"geo_location": "Syrian Arab Republic",
"device_hash": "236c6f7aeac380106aa6aed2105ae17cf23abb0d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/3.0)",
"session_id": "554981f8-84ff-4fcd-ac9b-84b6016f301b",
"risk_score": 30.43,
"confidence": 0.08
} | null | null | null | null | null | No additional info | Trellix Alert: Cloud API Abuse detected from 10.101.5.197 targeting 16.221.255.0 No additional info | null | null | null | null | 10.101.5.197 | 16.221.255.0 | Cloud API Abuse | SIG-2145 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
23c87d4e-0b02-44ee-9d3f-73d0bdc5bfeb | 2025-01-25T19:12:01 | 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: SQL Injection detected from 25.87.18.28 targeting N/A No additional info noise=posts/list/category | {
"geo_location": "Cambodia",
"device_hash": "213132a2fc15230fe4e02fb0b0b50edfa06c2856cce10a18fa44f819f078f6b3",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/63.0.879.0 Safari/534.2",
"session_id": "6d131dc6-9c5e-4d7c-a365-65f9d70cb5c8",
"risk_score": 37.17,
"con... | null | null | null | null | null | No additional info | Carbon Black Alert: SQL Injection detected from 25.87.18.28 targeting N/A No additional info | null | null | null | null | 25.87.18.28 | N/A | SQL Injection | SIG-7340 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
e86a15d7-bc71-4d39-8a3d-6208eba54658 | 2025-06-20T00:30:20 | cloud | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in AWS by adambennett Cross-tenant access detected | {
"geo_location": "Cuba",
"device_hash": "738d22d3341d805a1deb5b001398a248",
"user_agent": "Opera/8.16.(Windows NT 11.0; nds-DE) Presto/2.9.182 Version/12.00",
"session_id": "63eb666e-af8d-4ad9-8b72-c7a1b4160312",
"risk_score": 49.21,
"confidence": 0.61
} | adambennett | crypto_mining | null | null | null | Cross-tenant access detected | Cloud crypto_mining in AWS by adambennett Cross-tenant access detected | null | null | null | null | null | null | null | null | null | AWS | res-8f820e80 | null | null | null | null | null | null | null | null | null | null |
e4138840-e3f6-457b-978f-d89366bd35ac | 2025-05-01T19:37:16 | cloud | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud config_change in Azure by vcarson MITRE Technique: T1053.005 | {
"geo_location": "Iran",
"device_hash": "1f1e81d7ec09f7eccf9b2babfef35915a0587e078993d0f06849ba3f6b1a6b0e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/4.1)",
"session_id": "a510574b-2ef0-4096-a3af-5bc3bbf67911",
"risk_score": 20.54,
"confidence": 0.09
} | vcarson | config_change | null | null | null | MITRE Technique: T1053.005 | Cloud config_change in Azure by vcarson MITRE Technique: T1053.005 | null | null | null | null | null | null | null | null | null | Azure | res-904feb23 | null | null | null | null | null | null | null | null | null | null |
290d36a2-91de-46b0-8bf6-3a6dec5fda51 | 2025-06-03T09:22:24 | cloud | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|high| desc=Cloud storage_access in Alibaba by nicholsonkevin MITRE Technique: T1547.001 | {
"geo_location": "Pitcairn Islands",
"device_hash": "93674ade776bc80090a66a49e97628b0dfa331fc8c09dfc135992b7c6de4a023",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; km-KH) AppleWebKit/535.15.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6535.15.7",
"session_id": "7a9eeaa1-c9d... | nicholsonkevin | storage_access | null | null | null | MITRE Technique: T1547.001 | Cloud storage_access in Alibaba by nicholsonkevin MITRE Technique: T1547.001 | null | null | null | null | null | null | null | null | null | Alibaba | res-b7679a07 | null | null | null | null | null | null | null | null | null | null |
389bb662-17c6-4724-bd54-b8252fa753c6 | 2025-02-07T02:19:51 | ai | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|critical| desc=AI system membership_inference by stevenkidd No additional info | {
"geo_location": "Malawi",
"device_hash": "04d79c80afe9bfc6e3370c50de3a4909fd0027b1a519957ea3d7b19b55d1fe4f",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_0 rv:5.0; ca-ES) AppleWebKit/532.37.7 (KHTML, like Gecko) Version/4.0.5 Safari/532.37.7",
"session_id": "a0b898bf-de6b-4cd6-bcf2-202348fd30ed... | stevenkidd | membership_inference | null | null | null | No additional info | AI system membership_inference by stevenkidd No additional info | null | null | null | null | null | null | null | null | null | null | null | model-f6117bfe | 7f7baed37ad4b650cdaed8f78d12e298b657ff46731b20a7d8efd09903f239a0 | 342db20e058e91564813bd2ad2dca85cad197481 | null | null | null | null | null | null | null |
e46399ec-5a88-471f-8a89-6e20811a5057 | 2025-02-18T02:07:21 | 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 /cost/visit.odt by johnadams Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Albania",
"device_hash": "ac4e8be295dd4a1ca580b880898ce9a0",
"user_agent": "Mozilla/5.0 (Windows 95) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/22.0.884.0 Safari/532.1",
"session_id": "831e9cdb-9360-4126-a5df-bca66831c79d",
"risk_score": 32.97,
"confidence": 0.49
} | johnadams | wmi_exec | /cost/visit.odt | 9,775 | svchost.exe | Unconventional IOC: Unusual DNS TXT records | Endpoint wmi_exec /cost/visit.odt by johnadams Unconventional IOC: Unusual DNS TXT records | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
73f7ab91-1a4c-4a85-92ca-f48a020b5de4 | 2025-05-24T20:48:42 | firewall | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall quarantine TCP traffic from 49.155.9.185:37174 to 140.146.192.235:861 MITRE Technique: T1059.005 | Associated Threat Actor: REvil | Geo anomaly: Impossible travel detected | {
"geo_location": "Turkmenistan",
"device_hash": "4abed688d676ff5d072d4df4d3bfc7ae",
"user_agent": "Mozilla/5.0 (Linux; Android 7.1.2) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/63.0.862.0 Safari/533.0",
"session_id": "9608ed19-d9a5-47e4-8734-3d4335e6ff42",
"risk_score": 39.08,
"confidence": 0.47
} | null | quarantine | null | null | null | MITRE Technique: T1059.005 | Associated Threat Actor: REvil | Geo anomaly: Impossible travel detected | Firewall quarantine TCP traffic from 49.155.9.185:37174 to 140.146.192.235:861 MITRE Technique: T1059.005 | Associated Threat Actor: REvil | Geo anomaly: Impossible travel detected | null | null | null | null | 49.155.9.185 | 140.146.192.235 | null | null | null | null | null | null | null | null | 37,174 | 861 | TCP | 152,921 | 848 | null | null |
46aaaeac-4b8c-4549-9b4e-fc1b4c822d88 | 2025-07-07T16:23:39 | network | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|medium| desc=Network disconnection from 10.34.247.153 to 134.193.245.124 No additional info | {
"geo_location": "Bahrain",
"device_hash": "86715f9d5c18e04282b6c07cd162a843",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_7; rv:1.9.6.20) Gecko/4630-01-17 18:49:16 Firefox/5.0",
"session_id": "4c70f3ae-beeb-4ea3-b7cc-73f0397c15b6",
"risk_score": 18.89,
"confidence": 0.48
} | null | disconnection | null | null | null | No additional info | Network disconnection from 10.34.247.153 to 134.193.245.124 No additional info | null | null | null | null | 10.34.247.153 | 134.193.245.124 | null | null | null | null | null | null | null | null | null | null | UDP | 831,430 | null | null | null |
4ca4fcff-a14a-4c82-805d-b18751cdb743 | 2025-01-26T07:32:21 | iot | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|low| desc=IoT device Camera physical_tamper No additional info | {
"geo_location": "Tokelau",
"device_hash": "f0246b47277550f86ddee7d4288e7f5819f6580f",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_8_1 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) FxiOS/10.2i2725.0 Mobile/12H291 Safari/532.1",
"session_id": "19b9c39e-5be8-47d2-97ab-a701ce3b7e81",
"risk_score": 2... | null | physical_tamper | null | null | null | No additional info | IoT device Camera physical_tamper No additional info | null | Camera | iot-024cfb0d | 6.2 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
01af022a-f798-46f0-8d75-1d1bcb36ac6c | 2025-06-21T20:47:34 | ids_alert | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|high| desc=Palo Alto Cortex Alert: MFA Bypass detected from 175.202.79.247 targeting 10.191.114.238 No additional info | {
"geo_location": "Timor-Leste",
"device_hash": "5becc72dfb7927fe9a178167c80a6564",
"user_agent": "Opera/8.82.(Windows NT 5.1; de-BE) Presto/2.9.189 Version/12.00",
"session_id": "ea1f826b-c38c-4d52-a9c0-e7a1e172d089",
"risk_score": 78.66,
"confidence": 0.58
} | null | null | null | null | null | No additional info | Palo Alto Cortex Alert: MFA Bypass detected from 175.202.79.247 targeting 10.191.114.238 No additional info | null | null | null | null | 175.202.79.247 | 10.191.114.238 | MFA Bypass | SIG-9537 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
026f5e3e-e534-42fb-b831-68f426f53be0 | 2025-02-20T21:38:35 | auth | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|low| desc=Auth bypass for john72 via SAML from 212.92.24.44 No additional info | {
"geo_location": "Zambia",
"device_hash": "4d75f6c21b3a1e58920fc8fb6f572602",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_8_7; rv:1.9.5.20) Gecko/7149-05-04 21:58:14 Firefox/3.8",
"session_id": "3fd02ffc-f26b-4ecc-8b53-cf8786abf281",
"risk_score": 71.15,
"confidence": 0.05
} | john72 | bypass | null | null | null | No additional info | Auth bypass for john72 via SAML from 212.92.24.44 No additional info | null | null | null | null | 212.92.24.44 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 38:68:51:2f:14:5e |
d9c7b3b2-ccf8-4341-8d07-f06ecc321c45 | 2025-02-08T15:50:56 | ids_alert | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|low| desc=Wazuh Alert: Living-off-the-Land detected from 10.114.101.86 targeting N/A No additional info | {
"geo_location": "Ethiopia",
"device_hash": "4bdc12d61212703ad672f0a89f955689152cec17",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; lv-LV) AppleWebKit/533.7.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6533.7.1",
"session_id": "25c97280-b1c9-457c-ba75-8b6f01ea23f7",
"risk... | null | null | null | null | null | No additional info | Wazuh Alert: Living-off-the-Land detected from 10.114.101.86 targeting N/A No additional info | null | null | null | null | 10.114.101.86 | N/A | Living-off-the-Land | SIG-9294 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
73ab376e-9d4f-4330-b657-db534e30cb3a | 2025-03-05T20:00:15 | ai | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|info| desc=AI system fine_tuning by chenerik Associated Threat Actor: Sandworm Team | {
"geo_location": "Cameroon",
"device_hash": "c891b27296605a7c0ca3f389ea6ba083",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.0; Trident/4.0)",
"session_id": "65c6d72e-9382-4088-a1b6-f83f98440e31",
"risk_score": 34.99,
"confidence": 0.1
} | chenerik | fine_tuning | null | null | null | Associated Threat Actor: Sandworm Team | AI system fine_tuning by chenerik Associated Threat Actor: Sandworm Team | null | null | null | null | null | null | null | null | null | null | null | model-ba4f2cb0 | 2e2f91b804b1d3db0172f0c665b95e4724442522 | d6bc3a0a419fe59bb231029b08a089729fe80fde | null | null | null | null | null | null | null |
5803da1e-b876-4c17-813d-7a22faec1b28 | 2025-03-14T00:08:33 | ids_alert | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|critical| desc=Microsoft Sentinel Alert: Fileless Attack detected from 126.153.85.57 targeting 222.130.78.91 MITRE Technique: T1134.001 | {
"geo_location": "Paraguay",
"device_hash": "5dda53a71418636519a30e66450d2e9848993f59cb3dd08e8f50cdd75f7ff02e",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/7086-04-11 08:53:24 Firefox/3.6.3",
"session_id": "1c8904d5-8ad4-40a7-aed1-f904fbdfe55c",
"risk_score": 39.2,
"confidence": 0.12
... | null | null | null | null | null | MITRE Technique: T1134.001 | Microsoft Sentinel Alert: Fileless Attack detected from 126.153.85.57 targeting 222.130.78.91 MITRE Technique: T1134.001 | null | null | null | null | 126.153.85.57 | 222.130.78.91 | Fileless Attack | SIG-5601 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
fa4b17f6-55af-4ffd-9055-6da2ca9c94f1 | 2025-05-14T09:18:20 | endpoint | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint registry_change consumer by sparker No additional info noise=V2VsbCBiZXN0Lg== | {
"geo_location": "Solomon Islands",
"device_hash": "2d3935330457904aa76ece4d7ae16398",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_9) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/53.0.877.0 Safari/534.0",
"session_id": "1076e7f7-a361-464d-9518-d22897068ec7",
"risk_score": 34.09,
"confiden... | sparker | registry_change | consumer | 959 | cmd.exe | No additional info | Endpoint registry_change consumer by sparker No additional info | {
"baseline_deviation": 1.91,
"entropy": 5.38,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dd2ff5ba-18d2-4dfb-bde6-4632a15cb034 | 2025-02-12T16:47:59 | network | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|low| desc=Network covert_channel from 101.130.68.51 to 87.178.83.147 No additional info | {
"geo_location": "San Marino",
"device_hash": "bd86ebe0cff8f2c2785c04a8c2e85eed",
"user_agent": "Opera/9.54.(X11; Linux i686; hak-TW) Presto/2.9.174 Version/10.00",
"session_id": "b114e0fe-446e-4cae-bed4-3b1f0a56c000",
"risk_score": 60.96,
"confidence": 0.56
} | null | covert_channel | null | null | null | No additional info | Network covert_channel from 101.130.68.51 to 87.178.83.147 No additional info | null | null | null | null | 101.130.68.51 | 87.178.83.147 | null | null | null | null | null | null | null | null | null | null | HTTP | 866,909 | null | null | null |
0fcff66c-d3a1-42e0-8798-482fa70df08c | 2025-06-10T09:41:19 | ids_alert | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|critical| desc=Trellix Alert: Cloud API Abuse detected from 117.175.207.115 targeting 220.130.106.142 MITRE Technique: T1059.001 noise=east|white|industry | {
"geo_location": "Djibouti",
"device_hash": "b9ee319bd427b8c2c033593d772a9493",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_3 rv:3.0; sa-IN) AppleWebKit/535.43.6 (KHTML, like Gecko) Version/4.1 Safari/535.43.6",
"session_id": "e6ed45ff-0059-4af7-b220-e8fa34ef5360",
"risk_score": 37.96,
"con... | null | null | null | null | null | MITRE Technique: T1059.001 | Trellix Alert: Cloud API Abuse detected from 117.175.207.115 targeting 220.130.106.142 MITRE Technique: T1059.001 | null | null | null | null | 117.175.207.115 | 220.130.106.142 | Cloud API Abuse | SIG-6600 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
0cb14c09-47e5-4480-b0b8-28bc4a263f50 | 2025-06-11T20:39:06 | auth | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|info| desc=Auth timeout for cmartin via key from 47.233.153.102 No additional info | {
"geo_location": "Benin",
"device_hash": "d21b231c7c3ca63081b0bd2b8eae50790b890399e32b6531564d4bfa25e21a54",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Win 9x 4.90; Trident/5.0)",
"session_id": "b678d5dc-87a7-4b9a-9216-fcca6eeaae73",
"risk_score": 61.79,
"confidence": 0.69
} | cmartin | timeout | null | null | null | No additional info | Auth timeout for cmartin via key from 47.233.153.102 No additional info | null | null | null | null | 47.233.153.102 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 27:1e:a6:03:3e:7d |
e92cec42-0023-4881-a28d-fcd16573ad0b | 2025-05-30T00:43:54 | cloud | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud storage_access in AWS by michellegarcia No additional info | {
"geo_location": "Sao Tome and Principe",
"device_hash": "aaa2e150ab745a5afecf2c77f1df945d",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1_1 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) CriOS/18.0.853.0 Mobile/98V473 Safari/531.1",
"session_id": "968ebe56-9e65-4d26-a138-ba1cf6a73b2a",
"risk_scor... | michellegarcia | storage_access | null | null | null | No additional info | Cloud storage_access in AWS by michellegarcia No additional info | null | null | null | null | null | null | null | null | null | AWS | res-976e1f7f | null | null | null | null | null | null | null | null | null | null |
ec0d19b7-bd0b-40be-bebf-f7e9f6e1bdaf | 2025-03-23T00:48:57 | endpoint | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start security by bward No additional info | {
"geo_location": "United Kingdom",
"device_hash": "1d6dac9861e3373f809e30269fd657c05f3374af6ab5152f487d774385ca5bf2",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/62.0.877.0 Safari/531.2",
"session_id": "139615a5-aeeb-41dc-b175-e7580de43144",
"risk_score": 32.87... | bward | process_start | security | 1,717 | cmd.exe | No additional info | Endpoint process_start security by bward No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fbc44952-9e0b-4794-ae21-90ff695bee01 | 2025-04-12T06:37:44 | iot | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|low| desc=IoT device Medical sensor_spoofing No additional info | {
"geo_location": "Maldives",
"device_hash": "f882aa8ee7fbd5f9ed937b42f6389fd9703ef16c",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/58.0.860.0 Safari/535.0",
"session_id": "10a1f662-2066-4738-83c5-f2a4657715cd",
"risk_score": 64.15,
"confidence": 0.87
} | null | sensor_spoofing | null | null | null | No additional info | IoT device Medical sensor_spoofing No additional info | null | Medical | iot-8176520d | 10.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b8a62a01-7f62-4786-8562-70dde45b32dc | 2025-06-29T22:30:49 | ai | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|low| desc=AI system training_data_poisoning by silvachristopher No additional info | {
"geo_location": "Brunei Darussalam",
"device_hash": "b2b965d00b92bc5272ad6338f9d1d391811b22d9",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/535.35.4 (KHTML, like Gecko) Version/4.0 Safari/535.35.4",
"session_id": "fc29b9d5-278d-491d-86a0-a7eafd9f0d10",
"risk_score": 6.58,
"confidence":... | silvachristopher | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by silvachristopher No additional info | {
"baseline_deviation": 0.79,
"entropy": 4.54,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | model-0db5f2d5 | f54e18bac71f389a158599e3ce03bc8f35b957a2169d742c1bae2dc70945f0a4 | 8e84ece6596987068b0cb2b6138c93b6 | null | null | null | null | null | null | null |
178b04c5-5389-4e47-b0db-908fbebfbd47 | 2025-01-28T03:40:52 | iot | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|low| desc=IoT device Medical side_channel MITRE Technique: T1204.002 | {
"geo_location": "Korea",
"device_hash": "e8b293717847dec2eea6465dc85f1d5603b7986b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/5.0)",
"session_id": "3f670c8a-1022-4716-af4f-f8d3bf3d69d6",
"risk_score": 38.06,
"confidence": 0.04
} | null | side_channel | null | null | null | MITRE Technique: T1204.002 | IoT device Medical side_channel MITRE Technique: T1204.002 | null | Medical | iot-7830847d | 9.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cdb27a43-a3a1-423d-bd7d-ff815f5039ca | 2025-02-02T22:35:07 | firewall | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only SSH traffic from 201.14.5.240:17 to 76.81.123.203:830 Associated Threat Actor: Lazarus Group | {
"geo_location": "Afghanistan",
"device_hash": "f46cde5aeedce45a572d21c53d8bf0e16824292b",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 5_1_1 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) FxiOS/14.9y8788.0 Mobile/35D290 Safari/534.1",
"session_id": "9e5a4abc-4ad2-4966-960f-0114600a12a2",
"risk_score"... | null | log-only | null | null | null | Associated Threat Actor: Lazarus Group | Firewall log-only SSH traffic from 201.14.5.240:17 to 76.81.123.203:830 Associated Threat Actor: Lazarus Group | null | null | null | null | 201.14.5.240 | 76.81.123.203 | null | null | null | null | null | null | null | null | 17 | 830 | SSH | 510,416 | 2,458 | null | null |
381c3fc8-d187-4509-934e-72ff1faa56fa | 2025-05-30T08:39:24 | endpoint | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint service_install something by silvadaniel No additional info | {
"geo_location": "Lithuania",
"device_hash": "f12b9072e26ce47a57cba9f0ac196858",
"user_agent": "Mozilla/5.0 (Android 2.2; Mobile; rv:7.0) Gecko/7.0 Firefox/7.0",
"session_id": "e89da7b5-5373-4e56-aece-8170174d7df8",
"risk_score": 67.69,
"confidence": 0.46
} | silvadaniel | service_install | something | 5,356 | powershell.exe | No additional info | Endpoint service_install something by silvadaniel No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
15464d83-7647-46a7-8c8e-98d7ebdbf866 | 2025-04-11T23:22:57 | auth | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|high| desc=Auth locked for mullinschad via MFA from 167.231.165.102 MITRE Technique: T1486 | {
"geo_location": "Mozambique",
"device_hash": "217a2cf927fc50663ff79bd8a4256886",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; pa-PK) AppleWebKit/533.2.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6533.2.1",
"session_id": "ffa0e9c3-241a-4400-8d40-f83ad5ffc1b1",
"risk_score... | mullinschad | locked | null | null | null | MITRE Technique: T1486 | Auth locked for mullinschad via MFA from 167.231.165.102 MITRE Technique: T1486 | null | null | null | null | 167.231.165.102 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | 8e:fb:0a:14:72:15 |
289f9cc1-957e-4d1b-93da-8e9b764f4231 | 2025-05-23T15:15:46 | endpoint | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|medium| desc=Endpoint powershell_exec /during/answer.txt by lscott MITRE Technique: T1566.001 | Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Denmark",
"device_hash": "5b257a7a0e82dda2a58f531c5e3516fc19f7c246",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/3.1)",
"session_id": "3c5d5ea7-1155-40b6-b96a-e6f49c658b88",
"risk_score": 74.53,
"confidence": 0.22
} | lscott | powershell_exec | /during/answer.txt | 2,159 | svchost.exe | MITRE Technique: T1566.001 | Unconventional IOC: Thermal sensor anomalies | Endpoint powershell_exec /during/answer.txt by lscott MITRE Technique: T1566.001 | 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 |
ccd27e80-d3be-4d8d-a18d-6d4828dd66ea | 2025-03-23T08:30:41 | cloud | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in Alibaba by rbush No additional info | {
"geo_location": "Dominica",
"device_hash": "dbb1694c57ac9c5e0e7e8f1fd406ee64",
"user_agent": "Mozilla/5.0 (Android 6.0; Mobile; rv:48.0) Gecko/48.0 Firefox/48.0",
"session_id": "1ff5ef46-db6f-40ab-872e-f115b06402d3",
"risk_score": 72.85,
"confidence": 0.3
} | rbush | shadow_it | null | null | null | No additional info | Cloud shadow_it in Alibaba by rbush No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-1fd240b4 | null | null | null | null | null | null | null | null | null | null |
a1c3d4f9-d3a9-410f-8461-970cf04fe7db | 2025-07-08T00:41:07 | endpoint | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint scheduled_task majority by ernest79 MITRE Technique: T1218.011 | {
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "7dde97635b421ad6e75f87fb4c2783d88ac00a05",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_3 rv:3.0; nn-NO) AppleWebKit/532.3.5 (KHTML, like Gecko) Version/4.0 Safari/532.3.5",
"session_id": "da269ee5-a55a-4936-bb3b-b6e70385a04f",
"ri... | ernest79 | scheduled_task | majority | 1,473 | cmd.exe | MITRE Technique: T1218.011 | Endpoint scheduled_task majority by ernest79 MITRE Technique: T1218.011 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4f99048a-b6b6-4763-a6fd-54d478e55520 | 2025-04-21T07:19:16 | cloud | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|high| desc=Cloud crypto_mining in AWS by whenry MITRE Technique: T1078.004 | {
"geo_location": "Ukraine",
"device_hash": "2c00f1354bfd0a33dd410c80eacf622aed1c9804b36e66cc1cd2d295193d6063",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_8; rv:1.9.2.20) Gecko/6376-04-17 11:53:25 Firefox/3.8",
"session_id": "c5eec742-6858-42d3-b9fa-a3a9758ed865",
"risk_score": 34.26,
"con... | whenry | crypto_mining | null | null | null | MITRE Technique: T1078.004 | Cloud crypto_mining in AWS by whenry MITRE Technique: T1078.004 | null | null | null | null | null | null | null | null | null | AWS | res-d8a7e9ae | null | null | null | null | null | null | null | null | null | null |
8b2962eb-df40-4c4e-b295-48d04ae7fcb1 | 2025-03-17T20:23:31 | iot | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat battery_drain No additional info | {
"geo_location": "Kazakhstan",
"device_hash": "4d9ea49241ceb5df6de33b2e61df6a517f11e1b869a7f2dfa2ce00bf9f61fe6a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/4.0)",
"session_id": "8f2e704e-38ab-4760-9021-f906fe42898e",
"risk_score": 27.24,
"confidence": 0.09
} | null | battery_drain | null | null | null | No additional info | IoT device Thermostat battery_drain No additional info | null | Thermostat | iot-5bcd23e3 | 10.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c877e9df-d14b-4c67-ab5b-6f9bc15373b6 | 2025-04-01T14:54:07 | endpoint | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint scheduled_task /move/force.gif by gpetersen MITRE Technique: T1190 | {
"geo_location": "Oman",
"device_hash": "e8b6511daeb0be59538e9dd004f50636a58b2195",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/3.1)",
"session_id": "5f371977-5ee5-4e98-9e80-3ab88c8fd92d",
"risk_score": 9.9,
"confidence": 0.18
} | gpetersen | scheduled_task | /move/force.gif | 2,264 | powershell.exe | MITRE Technique: T1190 | Endpoint scheduled_task /move/force.gif by gpetersen MITRE Technique: T1190 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0102c914-37e3-456b-bea6-226df48a8b3a | 2025-03-10T14:46:56 | ids_alert | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|critical| desc=CrowdStrike Alert: Brute Force detected from 79.125.70.223 targeting 197.79.101.179 No additional info | {
"geo_location": "Lebanon",
"device_hash": "2babb4c8dc60b4153248e60dcb3e96fa871465244d0ae8fc7408a904839ad7f5",
"user_agent": "Mozilla/5.0 (Linux; Android 11) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/57.0.832.0 Safari/535.1",
"session_id": "ca772609-27c5-4788-a265-c0f1090f325c",
"risk_score": 40.15,
"co... | null | null | null | null | null | No additional info | CrowdStrike Alert: Brute Force detected from 79.125.70.223 targeting 197.79.101.179 No additional info | null | null | null | null | 79.125.70.223 | 197.79.101.179 | Brute Force | SIG-4698 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
4e8cd227-e76c-46cf-bcc0-69b6e1e08770 | 2025-06-22T04:00:01 | auth | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|low| desc=Auth failed for browningtravis via biometric from 162.139.99.17 MITRE Technique: T1053.005 | {
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "72f7d2999fa57f6577a8d896ca5a27d0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.1; Trident/4.1)",
"session_id": "5dc8cb3d-cd92-4807-b5b8-eefc7d0819d0",
"risk_score": 52.15,
"confidence": 0.99
} | browningtravis | failed | null | null | null | MITRE Technique: T1053.005 | Auth failed for browningtravis via biometric from 162.139.99.17 MITRE Technique: T1053.005 | null | null | null | null | 162.139.99.17 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | d2:a6:5d:cb:c1:ef |
02bdca32-02f8-42df-bf4c-5156ac6af670 | 2025-03-12T06:11:24 | endpoint | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec /structure/newspaper.flac by peterpark MITRE Technique: T1204.002 | {
"geo_location": "Saint Helena",
"device_hash": "4dc95f7dfa7801274b382e75b19eec2c3b8199a8",
"user_agent": "Opera/8.21.(X11; Linux x86_64; crh-UA) Presto/2.9.166 Version/11.00",
"session_id": "15f2a295-c448-4157-88e8-269906d29d48",
"risk_score": 60.22,
"confidence": 0.59
} | peterpark | wmi_exec | /structure/newspaper.flac | 6,584 | explorer.exe | MITRE Technique: T1204.002 | Endpoint wmi_exec /structure/newspaper.flac by peterpark 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 |
7ef97321-9758-415b-bc65-f010caf37e87 | 2025-06-02T11:25:11 | cloud | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|info| desc=Cloud api_abuse in AWS by justinflores Cross-tenant access detected | {
"geo_location": "Venezuela",
"device_hash": "1cc1966323b86d73028ab4e1678a4074",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/29.0.876.0 Safari/534.1",
"session_id": "8e7d23ee-9796-4254-84fe-a53f92909f15",
"risk_score": 29.65,
"confidence": 0.18
} | justinflores | api_abuse | null | null | null | Cross-tenant access detected | Cloud api_abuse in AWS by justinflores Cross-tenant access detected | {
"baseline_deviation": 2.54,
"entropy": 2.61,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | AWS | res-210b7a02 | null | null | null | null | null | null | null | null | null | null |
c26b2f5c-ad08-4418-a033-586274e0dabe | 2025-05-11T22:06:50 | auth | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|medium| desc=Auth success for mooremadison via OAuth from 161.224.255.196 No additional info | {
"geo_location": "Estonia",
"device_hash": "c40deeb5786eee6fb38575d231fb74ff217f4442eccfc10ab4b8c0ba3ae53ef4",
"user_agent": "Mozilla/5.0 (Linux; Android 4.2) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/28.0.873.0 Safari/531.2",
"session_id": "efada161-803b-4226-b13c-3b3dc444cc2f",
"risk_score": 85.35,
"c... | mooremadison | success | null | null | null | No additional info | Auth success for mooremadison via OAuth from 161.224.255.196 No additional info | null | null | null | null | 161.224.255.196 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 0a:ef:9b:1f:ca:a7 |
baf13f9e-ceb3-42f4-bde6-815ac34eb102 | 2025-04-02T15:31:54 | cloud | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|low| desc=Cloud permission_escalation in OCI by richardtanner No additional info | {
"geo_location": "Taiwan",
"device_hash": "9e8d1d27a57e11c7dae6955775f89e56",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_3 rv:6.0; ts-ZA) AppleWebKit/531.41.7 (KHTML, like Gecko) Version/5.0 Safari/531.41.7",
"session_id": "2cc07d0e-91d4-432c-a5d0-f9b9f886e4a4",
"risk_score": 24.64,
"confiden... | richardtanner | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in OCI by richardtanner No additional info | null | null | null | null | null | null | null | null | null | OCI | res-9e9ac9d3 | null | null | null | null | null | null | null | null | null | null |
8ad111a4-d007-4713-9424-a5901612654e | 2025-05-25T19:03:33 | network | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|high| desc=Network covert_channel from 84.226.21.203 to 50.155.127.190 Associated Threat Actor: REvil | {
"geo_location": "Haiti",
"device_hash": "08e46c78143da4d0df9b4af114cc2f1c9aa894f687a01f502d560d2572c958ab",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/535.10.6 (KHTML, like Gecko) Version/5.0.1 Safari/535.10.6",
"session_id": "c3a25aed-3a09-40b2-a562-70e43942c65a",
"risk_score": 30.04,
... | null | covert_channel | null | null | null | Associated Threat Actor: REvil | Network covert_channel from 84.226.21.203 to 50.155.127.190 Associated Threat Actor: REvil | null | null | null | null | 84.226.21.203 | 50.155.127.190 | null | null | null | null | null | null | null | null | null | null | TCP | 846,921 | null | null | null |
1b6b6a40-adab-4b6e-b85d-297367469ed3 | 2025-01-29T19:19:07 | endpoint | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|info| desc=Endpoint persistence_mechanism season by valeriemartinez No additional info | {
"geo_location": "Belgium",
"device_hash": "755c01458826d056fac7c1e483b7988c3a50f5bc",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/20.0.848.0 Safari/532.2",
"session_id": "a2bedfae-e615-4f29-88b2-232afcc6a5db",
"risk_score": 38.66,
"confidence": 0.36
} | valeriemartinez | persistence_mechanism | season | 3,860 | powershell.exe | No additional info | Endpoint persistence_mechanism season by valeriemartinez No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
234d95f7-5e1f-44f5-b67c-0f1b4b689b5f | 2025-03-02T11:59:10 | auth | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for tfuller via passwordless from 173.90.198.44 No additional info | {
"geo_location": "United States Minor Outlying Islands",
"device_hash": "f47f418a4ea71f2cbbb4edf1fea4244876df9847d8510aa32b95cf90f8234e3e",
"user_agent": "Mozilla/5.0 (Windows CE) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/45.0.836.0 Safari/536.0",
"session_id": "9d669938-c01d-416c-b31d-650868f59c95",
"ris... | tfuller | timeout | null | null | null | No additional info | Auth timeout for tfuller via passwordless from 173.90.198.44 No additional info | null | null | null | null | 173.90.198.44 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 6d:fc:88:1e:08:69 |
7ae6693a-acc3-4652-9d00-e963b66c7db2 | 2025-02-25T05:37:27 | firewall | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|info| desc=Firewall log-only RDP traffic from 66.209.154.92:908 to 10.212.150.115:544 No additional info | {
"geo_location": "Sierra Leone",
"device_hash": "2d8283e9544e8c99cba64e1cd5123e7e",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_6; rv:1.9.3.20) Gecko/7627-01-26 05:49:42 Firefox/11.0",
"session_id": "68640df1-ac41-44d9-95ea-9821b01caa17",
"risk_score": 75.61,
"confidence": 0.28
} | null | log-only | null | null | null | No additional info | Firewall log-only RDP traffic from 66.209.154.92:908 to 10.212.150.115:544 No additional info | null | null | null | null | 66.209.154.92 | 10.212.150.115 | null | null | null | null | null | null | null | null | 908 | 544 | RDP | 392,331 | 764 | null | null |
4b672960-0584-4b97-a1ac-556f542fdce7 | 2025-06-11T03:31:37 | endpoint | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint persistence_mechanism choose by laura38 Unconventional IOC: GPU memory artifacts | {
"geo_location": "Israel",
"device_hash": "1e11b9c5643ee91264cfee1bce4d0b5de33507a016f67f983e107e36e4fa4c9e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 95; Trident/5.1)",
"session_id": "9c36b250-b9d6-4183-affe-60aa2a1f0cd0",
"risk_score": 85.73,
"confidence": 0.6
} | laura38 | persistence_mechanism | choose | 5,833 | cmd.exe | Unconventional IOC: GPU memory artifacts | Endpoint persistence_mechanism choose by laura38 Unconventional IOC: GPU memory artifacts | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6b8b7fd3-dfab-48d2-961d-7ecc741e8c33 | 2025-05-22T07:34:43 | cloud | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in Azure by adkinsaustin MITRE Technique: T1486 | {
"geo_location": "Yemen",
"device_hash": "c4a125e026032a0c449d6a1dbe28d28b5188bd6f5a25b5b929c7bcd180a8eb40",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 4.0; Trident/4.0)",
"session_id": "bc2f03f3-d42d-4aaa-92c8-5ae25e30ea39",
"risk_score": 44.3,
"confidence": 0.1
} | adkinsaustin | crypto_mining | null | null | null | MITRE Technique: T1486 | Cloud crypto_mining in Azure by adkinsaustin MITRE Technique: T1486 | null | null | null | null | null | null | null | null | null | Azure | res-e36a5330 | null | null | null | null | null | null | null | null | null | null |
1c0c0d71-fd3f-4016-a82d-aa182df983b9 | 2025-06-29T01:04:03 | ids_alert | Trellix v10.7.0 | emergency | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|emergency| desc=Trellix Alert: DDoS detected from 64.213.170.144 targeting 26.175.186.122 No additional info | {
"geo_location": "Sudan",
"device_hash": "62991037de5e00f59c591ae100a82a69",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 10.0; Trident/5.1)",
"session_id": "c3c99041-73c7-434b-b369-ca178dee3053",
"risk_score": 69.84,
"confidence": 0.26
} | null | null | null | null | null | No additional info | Trellix Alert: DDoS detected from 64.213.170.144 targeting 26.175.186.122 No additional info | null | null | null | null | 64.213.170.144 | 26.175.186.122 | DDoS | SIG-1612 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
55c026a5-2d27-4a80-8b4f-780d2d216813 | 2025-05-23T19:27:56 | endpoint | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint service_install house by edwardmoran No additional info | {
"geo_location": "Reunion",
"device_hash": "fd0ed79617d20696f573da10c80fa5289932c101",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_5 rv:3.0; bg-BG) AppleWebKit/531.17.5 (KHTML, like Gecko) Version/4.0 Safari/531.17.5",
"session_id": "ad2daed0-3367-437e-a342-c05740e007e0",
"risk_score": 56.59,
... | edwardmoran | service_install | house | 9,809 | cmd.exe | No additional info | Endpoint service_install house by edwardmoran No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
17419b0d-15f8-4455-b101-60bf3a145a8f | 2025-01-16T10:10:00 | cloud | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud container_escape in OCI by daygerald MITRE Technique: T1053.005 | {
"geo_location": "Bulgaria",
"device_hash": "4dc8d584345fcaf0e9e3c6220c32231d267ad82b",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; ml-IN) AppleWebKit/533.31.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6533.31.1",
"session_id": "662a25ba-c98e-4c9a-a74d-0bb57cc7c878",
"ri... | daygerald | container_escape | null | null | null | MITRE Technique: T1053.005 | Cloud container_escape in OCI by daygerald MITRE Technique: T1053.005 | {
"baseline_deviation": 1.35,
"entropy": 4.26,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | OCI | res-c68768e9 | null | null | null | null | null | null | null | null | null | null |
9cbcf7d5-7357-4b47-a2db-08fd887b5de5 | 2025-06-17T06:59:21 | network | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|medium| desc=Network data_exfiltration from 33.15.252.28 to 10.148.215.116 MITRE Technique: T1078.004 | {
"geo_location": "Iraq",
"device_hash": "d6cb4d898fba873d2d8bb6181281b14a19136192b4a5d6a8036f692aac6c909b",
"user_agent": "Opera/9.47.(Windows NT 11.0; km-KH) Presto/2.9.176 Version/11.00",
"session_id": "ff98c2d5-c637-41e8-8425-5ed653473577",
"risk_score": 60.74,
"confidence": 0.01
} | null | data_exfiltration | null | null | null | MITRE Technique: T1078.004 | Network data_exfiltration from 33.15.252.28 to 10.148.215.116 MITRE Technique: T1078.004 | null | null | null | null | 33.15.252.28 | 10.148.215.116 | null | null | null | null | null | null | null | null | null | null | HTTP | 465,721 | null | null | null |
605a852a-0c5f-43f8-bd8a-082b303da988 | 2025-02-09T07:02:26 | network | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|low| desc=Network connection from 121.240.141.100 to 212.8.233.44 No additional info | {
"geo_location": "Bhutan",
"device_hash": "44d250ec934b30e9d2855f5dcc60c66c79ef8274",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/533.33.7 (KHTML, like Gecko) Version/5.0.2 Safari/533.33.7",
"session_id": "e505981a-5585-418a-9feb-9081d298b631",
"risk_score": 45,
"confidence": 0.17
} | null | connection | null | null | null | No additional info | Network connection from 121.240.141.100 to 212.8.233.44 No additional info | null | null | null | null | 121.240.141.100 | 212.8.233.44 | null | null | null | null | null | null | null | null | null | null | HTTP | 324,296 | null | null | null |
2e8bc161-1acf-4da1-9e73-c50a7b371eff | 2025-02-18T02:41:22 | network | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 24.244.204.223 to 3.135.89.155 No additional info | {
"geo_location": "Iraq",
"device_hash": "ee2199146d86e24d2ad976f25ae9a011",
"user_agent": "Opera/8.22.(Windows NT 5.1; wal-ET) Presto/2.9.172 Version/10.00",
"session_id": "a81d436e-3d0a-47f6-9ac4-dc06bf51fcce",
"risk_score": 43.85,
"confidence": 0.95
} | null | bandwidth_usage | null | null | null | No additional info | Network bandwidth_usage from 24.244.204.223 to 3.135.89.155 No additional info | null | null | null | null | 24.244.204.223 | 3.135.89.155 | null | null | null | null | null | null | null | null | null | null | HTTPS | 362,428 | null | null | null |
5d93db7f-beb0-4bb4-b8f1-b8c822b42a92 | 2025-01-22T16:45:53 | network | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|critical| desc=Network protocol_anomaly from 93.37.5.215 to 41.228.243.170 MITRE Technique: T1134.001 | Associated Threat Actor: REvil | {
"geo_location": "China",
"device_hash": "975b8387423ca62536bb1135af747ce8",
"user_agent": "Mozilla/5.0 (Linux; Android 7.1.1) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/38.0.824.0 Safari/533.2",
"session_id": "b78f4394-1689-42b1-8dbc-4a531ed9b0e6",
"risk_score": 54.47,
"confidence": 0.27
} | null | protocol_anomaly | null | null | null | MITRE Technique: T1134.001 | Associated Threat Actor: REvil | Network protocol_anomaly from 93.37.5.215 to 41.228.243.170 MITRE Technique: T1134.001 | Associated Threat Actor: REvil | null | null | null | null | 93.37.5.215 | 41.228.243.170 | null | null | null | null | null | null | null | null | null | null | HTTPS | 651,618 | null | null | null |
f1aa241c-9ff2-46f0-877c-18d1d551efcb | 2025-02-02T09:07:16 | firewall | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall allow RDP traffic from 128.220.152.175:249 to 128.90.114.234:994 No additional info | {
"geo_location": "American Samoa",
"device_hash": "a3d36c26208d632f10e279c4053b59c64e2fefdb",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/533.5.4 (KHTML, like Gecko) Version/5.0.1 Safari/533.5.4",
"session_id": "1a075d6e-9fee-4561-9b02-de86f6dffd84",
"risk_score": 43,
"confidence":... | null | allow | null | null | null | No additional info | Firewall allow RDP traffic from 128.220.152.175:249 to 128.90.114.234:994 No additional info | null | null | null | null | 128.220.152.175 | 128.90.114.234 | null | null | null | null | null | null | null | null | 249 | 994 | RDP | 667,520 | 1,994 | null | null |
0288ed0e-351b-4e4d-b2a8-067837083d25 | 2025-04-28T01:43:11 | ids_alert | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|low| desc=Splunk Alert: MFA Bypass detected from 10.10.252.121 targeting 47.73.16.180 MITRE Technique: T1053.005 | {
"geo_location": "Papua New Guinea",
"device_hash": "eececfff084960be3eb94cd8629036db",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_2 rv:3.0; bo-CN) AppleWebKit/533.49.6 (KHTML, like Gecko) Version/5.0 Safari/533.49.6",
"session_id": "1f4075f6-0d6b-4f06-8942-ff8518c46cd3",
"risk_score": 45.76... | null | null | null | null | null | MITRE Technique: T1053.005 | Splunk Alert: MFA Bypass detected from 10.10.252.121 targeting 47.73.16.180 MITRE Technique: T1053.005 | null | null | null | null | 10.10.252.121 | 47.73.16.180 | MFA Bypass | SIG-2465 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
05483dee-b017-46a2-bdff-fa356b81e2c6 | 2025-03-31T06:46:49 | firewall | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine RDP traffic from 152.76.117.172:175 to 138.98.70.68:849 MITRE Technique: T1543.003 | {
"geo_location": "Ecuador",
"device_hash": "9c42e63291adfd32d4dc7acbc307643f61fa330845e2bb793030f493c9bcc10d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/3.0)",
"session_id": "fdaa3057-bde7-4a3a-bed0-4f29f35debeb",
"risk_score": 70.74,
"confidence": 0.21
} | null | quarantine | null | null | null | MITRE Technique: T1543.003 | Firewall quarantine RDP traffic from 152.76.117.172:175 to 138.98.70.68:849 MITRE Technique: T1543.003 | null | null | null | null | 152.76.117.172 | 138.98.70.68 | null | null | null | null | null | null | null | null | 175 | 849 | RDP | 882,483 | 1,832 | null | null |
66bf001a-249c-453e-95a3-0e796b970ed8 | 2025-06-04T16:37:31 | firewall | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall drop RDP traffic from 220.6.147.245:45158 to 216.29.197.170:817 No additional info noise=search/explore/categories | {
"geo_location": "Tokelau",
"device_hash": "965ed8a01d5de57b0474c8623ffe2ca1356bbfed",
"user_agent": "Opera/9.57.(Windows 98; ga-IE) Presto/2.9.179 Version/11.00",
"session_id": "ab2d0372-1b59-40a2-8529-93361f4ebe2f",
"risk_score": 63.7,
"confidence": 0.78
} | null | drop | null | null | null | No additional info | Firewall drop RDP traffic from 220.6.147.245:45158 to 216.29.197.170:817 No additional info | null | null | null | null | 220.6.147.245 | 216.29.197.170 | null | null | null | null | null | null | null | null | 45,158 | 817 | RDP | 355,169 | 3,413 | null | null |
a55b6ffd-ea3b-4159-a09e-193dee4d7af2 | 2025-03-28T12:14:44 | cloud | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|medium| desc=Cloud storage_access in Azure by billy55 MITRE Technique: T1071.001 | {
"geo_location": "Lebanon",
"device_hash": "a5b292366a8ccd66aa46adcde20fda002e90920b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Trident/3.1)",
"session_id": "8f320f93-bfb1-4482-8878-c4db6dcda0f6",
"risk_score": 87.37,
"confidence": 0.06
} | billy55 | storage_access | null | null | null | MITRE Technique: T1071.001 | Cloud storage_access in Azure by billy55 MITRE Technique: T1071.001 | null | null | null | null | null | null | null | null | null | Azure | res-9e1fd628 | null | null | null | null | null | null | null | null | null | null |
df4d09d3-cdab-4b36-8af1-ad5561fb4312 | 2025-06-26T19:28:33 | ids_alert | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|high| desc=Trellix Alert: DDoS detected from 5.92.132.62 targeting N/A MITRE Technique: T1078.004 | {
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "01be4518291346564af6e19fe27e5ceb773fa11484e0aeaa3461ffa3a6066a53",
"user_agent": "Mozilla/5.0 (Windows 95; hr-HR; rv:1.9.0.20) Gecko/8562-01-03 16:02:22 Firefox/3.8",
"session_id": "e7452c06-14ea-4661-8ef8-c66545046ba1",
"risk_score": 46.97,
"conf... | null | null | null | null | null | MITRE Technique: T1078.004 | Trellix Alert: DDoS detected from 5.92.132.62 targeting N/A MITRE Technique: T1078.004 | {
"baseline_deviation": 2.27,
"entropy": 5.21,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 5.92.132.62 | N/A | DDoS | SIG-6026 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
fe9c2a78-9cf2-4d88-982c-bea1d061f0a3 | 2022-10-25T09:54:42 | endpoint | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop /seven/able.webm by danielvega MITRE Technique: T1547.001 | Associated Threat Actor: FIN7 | {
"geo_location": "Dominica",
"device_hash": "9c73058f9f086a6664a7c5142365d47736ed6903",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/33.0.868.0 Safari/531.1",
"session_id": "888ba90b-5280-4864-ac3b-c8822a52d324",
"risk_score": 8.19,
"confidence": 0.82
} | danielvega | process_stop | /seven/able.webm | 352 | cmd.exe | MITRE Technique: T1547.001 | Associated Threat Actor: FIN7 | Endpoint process_stop /seven/able.webm by danielvega MITRE Technique: T1547.001 | Associated Threat Actor: FIN7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2b337ea2-c9dd-47a3-b354-e8fe8377af47 | 2025-03-11T04:33:43 | endpoint | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint powershell_exec /whose/next.jpg by shortkathy No additional info noise=Tm9yIGNvdmVyLg== | {
"geo_location": "Malta",
"device_hash": "6ecbf13e0b470710f7003ba5894f70f4",
"user_agent": "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/60.0.835.0 Safari/533.1",
"session_id": "8325575b-19f0-46d6-a769-f8d14547df68",
"risk_score": 85.33,
"confidence": 0.18
} | shortkathy | powershell_exec | /whose/next.jpg | 7,677 | svchost.exe | No additional info | Endpoint powershell_exec /whose/next.jpg by shortkathy No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
19d12326-f9d4-4a75-a8fe-b93425f350f7 | 2025-04-26T12:13:21 | cloud | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in AWS by thomastodd MITRE Technique: T1486 | Associated Threat Actor: Conti | Unconventional IOC: Quantum random number deviations noise=posts | {
"geo_location": "Montenegro",
"device_hash": "cdf4c4491f2d7681a16d7abdb3670b27",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_3; rv:1.9.2.20) Gecko/4452-08-23 03:46:19 Firefox/3.6.19",
"session_id": "36568e73-a772-49be-aa7c-620ea8d7ac71",
"risk_score": 56.15,
"confidence": 0.91
} | thomastodd | api_abuse | null | null | null | MITRE Technique: T1486 | Associated Threat Actor: Conti | Unconventional IOC: Quantum random number deviations | Cloud api_abuse in AWS by thomastodd MITRE Technique: T1486 | Associated Threat Actor: Conti | Unconventional IOC: Quantum random number deviations | null | null | null | null | null | null | null | null | null | AWS | res-dec174c7 | null | null | null | null | null | null | null | null | null | null |
379429b2-71a4-4318-be1b-42381b3a9f02 | 2025-06-07T10:29:44 | iot | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat side_channel No additional info | {
"geo_location": "Cambodia",
"device_hash": "f04fcb93656f23faeeada89d7860f0af593827df54add779fe4d0ab5566604be",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/4.1)",
"session_id": "800e55f5-523c-46fc-97f8-07c62c53b552",
"risk_score": 66.09,
"confidence": 0.98
} | null | side_channel | null | null | null | No additional info | IoT device Thermostat side_channel No additional info | null | Thermostat | iot-403a8222 | 6.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5392aefb-f455-4d07-bbd4-433e1dffbf44 | 2025-02-16T08:35:38 | ids_alert | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|critical| desc=FireEye HX Alert: Port Scan detected from 150.200.211.250 targeting N/A Associated Threat Actor: Sandworm Team noise=blog/list/category | {
"geo_location": "Mongolia",
"device_hash": "7ed91c071ee84650cd08985e2b56335b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/5.0)",
"session_id": "9958d5ea-333d-402d-8056-3183a71858b8",
"risk_score": 43.67,
"confidence": 0.94
} | null | null | null | null | null | Associated Threat Actor: Sandworm Team | FireEye HX Alert: Port Scan detected from 150.200.211.250 targeting N/A Associated Threat Actor: Sandworm Team | null | null | null | null | 150.200.211.250 | N/A | Port Scan | SIG-4256 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
e29e7ee8-01ac-4660-91b1-6ec924ff6345 | 2025-07-01T02:54:28 | cloud | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud api_abuse in Azure by williamswendy No additional info noise=categories/tag/posts | {
"geo_location": "Palestinian Territory",
"device_hash": "08c1935260ddaac5f29078d455876899",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 10.0; Trident/4.0)",
"session_id": "85df5f01-9909-42cd-b943-db7ac261d67a",
"risk_score": 44.23,
"confidence": 0.46
} | williamswendy | api_abuse | null | null | null | No additional info | Cloud api_abuse in Azure by williamswendy No additional info | {
"baseline_deviation": 0.88,
"entropy": 3.28,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | Azure | res-78c53614 | null | null | null | null | null | null | null | null | null | null |
88ef166d-9087-4dab-823a-bf1ba629d331 | 2025-03-12T05:50:03 | endpoint | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint scheduled_task marriage by sdavis MITRE Technique: T1566.001 | Unconventional IOC: Bios timestamp anomalies | {
"geo_location": "China",
"device_hash": "41ed006005feb92016a4091f316b00b4ab395be7",
"user_agent": "Mozilla/5.0 (Android 4.4.4; Mobile; rv:61.0) Gecko/61.0 Firefox/61.0",
"session_id": "d7b5931a-885f-47e5-b84a-ff404843d6e0",
"risk_score": 50.42,
"confidence": 0.03
} | sdavis | scheduled_task | marriage | 3,219 | explorer.exe | MITRE Technique: T1566.001 | Unconventional IOC: Bios timestamp anomalies | Endpoint scheduled_task marriage by sdavis MITRE Technique: T1566.001 | Unconventional IOC: Bios timestamp anomalies | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
99d82ac0-2f21-4c1b-9b2b-6f0a760e7c05 | 2025-02-25T08:09:05 | network | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 207.230.250.42 to 71.178.179.245 No additional info | {
"geo_location": "Georgia",
"device_hash": "6c0c5d6606ca9129e586d494606a71e032ddb1f6",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/532.10.3 (KHTML, like Gecko) Version/4.1 Safari/532.10.3",
"session_id": "0e598db6-4d99-4b95-8074-71afdf4aff36",
"risk_score": 44.11,
"confidence": 0.2... | null | protocol_anomaly | null | null | null | No additional info | Network protocol_anomaly from 207.230.250.42 to 71.178.179.245 No additional info | {
"baseline_deviation": 3,
"entropy": 5.37,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 207.230.250.42 | 71.178.179.245 | null | null | null | null | null | null | null | null | null | null | HTTP | 744,514 | null | null | null |
7cc01190-915d-4865-9be7-d8fdcc11fcbf | 2025-07-07T03:09:50 | ai | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|low| desc=AI system model_access by debrajohnson MITRE Technique: T1574.002 | {
"geo_location": "Malta",
"device_hash": "16f8ad99c310343290a787df4fd32248673da5dc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.2; Trident/4.1)",
"session_id": "00ac3621-589a-46a0-90e1-be9bd3cca47e",
"risk_score": 36.85,
"confidence": 0.19
} | debrajohnson | model_access | null | null | null | MITRE Technique: T1574.002 | AI system model_access by debrajohnson MITRE Technique: T1574.002 | null | null | null | null | null | null | null | null | null | null | null | model-b26c97c6 | 406e4b3bf42fb59a88d49da115980edc63473b2a | 37368b925e5b3322f15ee992f96f5dc79fe15951 | null | null | null | null | null | null | null |
e5a51f0d-bd65-4ca1-b7bd-9cc80c43002b | 2025-03-10T06:10:18 | endpoint | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|info| desc=Endpoint powershell_exec /certain/down.flac by rioseugene Unconventional IOC: Thermal sensor anomalies | Fileless execution detected | {
"geo_location": "Armenia",
"device_hash": "1f5edb377b57e7b5d1666a6afcc05d184d469c2b",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_6) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/18.0.811.0 Safari/532.2",
"session_id": "c8d13d53-91e5-452b-af97-062af04b9fc5",
"risk_score": 59.22,
"confidenc... | rioseugene | powershell_exec | /certain/down.flac | 129 | explorer.exe | Unconventional IOC: Thermal sensor anomalies | Fileless execution detected | Endpoint powershell_exec /certain/down.flac by rioseugene Unconventional IOC: Thermal sensor anomalies | Fileless execution detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e6e56c4a-671d-42ef-bb41-3924cdb30039 | 2025-04-22T18:44:01 | firewall | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|info| desc=Firewall log-only DNS traffic from 5.145.37.138:1010 to 10.10.10.74:803 Associated Threat Actor: Inception Framework noise=TGFuZCB3ZWVrLg== | {
"geo_location": "Vanuatu",
"device_hash": "7258981b296795a4db78eee914bb8a73202d09f3",
"user_agent": "Opera/8.93.(Windows NT 6.1; bho-IN) Presto/2.9.161 Version/12.00",
"session_id": "6bc0a4fb-dbbc-4a8f-a264-9563d02623cd",
"risk_score": 30.41,
"confidence": 0.37
} | null | log-only | null | null | null | Associated Threat Actor: Inception Framework | Firewall log-only DNS traffic from 5.145.37.138:1010 to 10.10.10.74:803 Associated Threat Actor: Inception Framework | null | null | null | null | 5.145.37.138 | 10.10.10.74 | null | null | null | null | null | null | null | null | 1,010 | 803 | DNS | 537,407 | 109 | null | null |
4f589f02-05fe-4f39-b99d-346368257215 | 2025-04-14T08:14:03 | firewall | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|low| desc=Firewall deny HTTPS traffic from 10.69.188.32:544 to 10.71.41.215:58 MITRE Technique: T1190 | {
"geo_location": "North Korea",
"device_hash": "0df7d977f23e8af86c03b8de1743e8128bd2791f",
"user_agent": "Opera/8.19.(Windows NT 5.0; ur-PK) Presto/2.9.180 Version/12.00",
"session_id": "81045ba3-09b9-495b-ba46-b4c59d4b6b6e",
"risk_score": 0,
"confidence": 0.38
} | null | deny | null | null | null | MITRE Technique: T1190 | Firewall deny HTTPS traffic from 10.69.188.32:544 to 10.71.41.215:58 MITRE Technique: T1190 | {
"baseline_deviation": 1.52,
"entropy": 6.1,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 10.69.188.32 | 10.71.41.215 | null | null | null | null | null | null | null | null | 544 | 58 | HTTPS | 449,187 | 2,381 | null | null |
8ab53167-6559-4e67-b88b-289f3679b114 | 2025-06-16T08:11:34 | ai | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by kevin54 MITRE Technique: T1218.011 | {
"geo_location": "Algeria",
"device_hash": "adff1745794b88258ad5221501e9da6248e3f2ca575c7c507feefc1cb228c69e",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/23.0.892.0 Safari/531.1",
"session_id": "f871706b-d0ac-4048-8f9f-ad02446a9b0c",
"risk_score": 61,
"confi... | kevin54 | prompt_injection | null | null | null | MITRE Technique: T1218.011 | AI system prompt_injection by kevin54 MITRE Technique: T1218.011 | null | null | null | null | null | null | null | null | null | null | null | model-74bb072a | a67c3fc58ed47ea04e8b794364ef02ed | 8cbbc29c95d7eac7d75a2ec2584945d90abae083 | null | null | null | null | null | null | null |
b80b8215-3496-4192-8e06-1a985d6ac55f | 2025-06-17T16:27:06 | firewall | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|low| desc=Firewall deny DNS traffic from 90.20.223.188:390 to 69.68.71.141:672 No additional info | {
"geo_location": "Mauritius",
"device_hash": "a9ed44003ca3f77ecc8eed45e3478848",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/50.0.849.0 Safari/533.2",
"session_id": "1bf916c3-bd33-41ab-83e3-8330ba5627a7",
"risk_score": 71.52,
"confidence": 0.33
} | null | deny | null | null | null | No additional info | Firewall deny DNS traffic from 90.20.223.188:390 to 69.68.71.141:672 No additional info | null | null | null | null | 90.20.223.188 | 69.68.71.141 | null | null | null | null | null | null | null | null | 390 | 672 | DNS | 756,227 | 2,900 | null | null |
60747690-62cb-468c-8b26-9b9c3d354a0a | 2025-07-03T13:37:52 | endpoint | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|high| desc=Endpoint registry_change /family/fear.png by cummingsmark MITRE Technique: T1574.002 | {
"geo_location": "Poland",
"device_hash": "12a35a236d52acb9eeecccfa244a7802",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 95; Trident/4.0)",
"session_id": "77b34f20-2975-4489-9fd4-d987a3cce639",
"risk_score": 0,
"confidence": 0.08
} | cummingsmark | registry_change | /family/fear.png | 2,163 | powershell.exe | MITRE Technique: T1574.002 | Endpoint registry_change /family/fear.png by cummingsmark 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 |
1e3151cf-4f65-42a0-a588-24bdc68f9b78 | 2025-04-12T09:13:30 | cloud | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud shadow_it in GCP by debra23 MITRE Technique: T1053.005 | Unconventional IOC: Power consumption spikes noise=app/categories/posts | {
"geo_location": "Portugal",
"device_hash": "11035d2b66940c1c1c8792fcdee2f14c",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/55.0.855.0 Safari/531.1",
"session_id": "36dd9ea2-b7dd-438b-8fc6-a0077555ee7c",
"risk_score": 54.03,
"confidence": 0.96
} | debra23 | shadow_it | null | null | null | MITRE Technique: T1053.005 | Unconventional IOC: Power consumption spikes | Cloud shadow_it in GCP by debra23 MITRE Technique: T1053.005 | Unconventional IOC: Power consumption spikes | null | null | null | null | null | null | null | null | null | GCP | res-0e1de37e | null | null | null | null | null | null | null | null | null | null |
3e334643-e0c3-4f7d-9234-8b2d0d58b854 | 2025-03-19T23:16:06 | auth | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|medium| desc=Auth locked for evansandrew via key from 95.223.72.174 No additional info | {
"geo_location": "Kuwait",
"device_hash": "16a725b05125fd2206b4c5780bf9eb75",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; uz-UZ) AppleWebKit/533.50.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B111 Safari/6533.50.6",
"session_id": "25d36bb9-dce2-4dc7-bd49-9602cb272bea",
"risk_score":... | evansandrew | locked | null | null | null | No additional info | Auth locked for evansandrew via key from 95.223.72.174 No additional info | null | null | null | null | 95.223.72.174 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 5c:e8:9c:d3:bc:7b |
0996ddc6-62ab-40c7-bb6f-04dbc29fe15e | 2025-04-16T23:21:17 | iot | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|low| desc=IoT device Camera battery_drain MITRE Technique: T1053.005 | {
"geo_location": "Maldives",
"device_hash": "ee9fe7c4972b100c41396dcffdbe546f6bc0c1a715188d83ac5b0cd40fcf0f40",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/3.0)",
"session_id": "82f4bbd8-5e96-4836-ba51-40e716316d08",
"risk_score": 31.64,
"confidence": 0.72
} | null | battery_drain | null | null | null | MITRE Technique: T1053.005 | IoT device Camera battery_drain MITRE Technique: T1053.005 | null | Camera | iot-daf507ec | 6.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cf73bd2f-431f-495c-bb17-3be88b88ec7a | 2025-02-08T23:16:54 | iot | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device Camera unusual_activity MITRE Technique: T1204.002 | {
"geo_location": "Burkina Faso",
"device_hash": "55e6119e935f7522aa058775a7bcae94177f82e23ce4d526e022cfc7e09f3e61",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/533.43.1 (KHTML, like Gecko) Version/4.0.4 Safari/533.43.1",
"session_id": "6ac096f9-c9e8-4857-968d-875546eb81e6",
"risk_scor... | null | unusual_activity | null | null | null | MITRE Technique: T1204.002 | IoT device Camera unusual_activity MITRE Technique: T1204.002 | {
"baseline_deviation": 0.88,
"entropy": 4.96,
"frequency_anomaly": false,
"sequence_anomaly": true
} | Camera | iot-acc9d959 | 2.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
05d465cd-ec44-4691-8442-0333d07d24cf | 2025-04-17T07:19:50 | auth | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|info| desc=Auth timeout for washingtonapril via SAML from 10.60.92.99 No additional info noise=C85319C5 | {
"geo_location": "Saudi Arabia",
"device_hash": "94e3e25941e105f83e15a3710ffff496327672d3a6463e3e34e4579925d6658e",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/531.49.4 (KHTML, like Gecko) Version/5.0.2 Safari/531.49.4",
"session_id": "b84729e7-8deb-4bfd-a803-c71d255c51ac",
"risk_scor... | washingtonapril | timeout | null | null | null | No additional info | Auth timeout for washingtonapril via SAML from 10.60.92.99 No additional info | null | null | null | null | 10.60.92.99 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 96:f5:75:8d:1c:39 |
9174c113-9b20-4717-a3b7-4f428aee7713 | 2025-06-06T00:55:21 | auth | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for johngraham via OAuth from 90.54.11.211 No additional info | {
"geo_location": "Seychelles",
"device_hash": "0adf0c69f3aeef7bd221c41a665c7015",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_1 rv:6.0; bn-IN) AppleWebKit/534.27.3 (KHTML, like Gecko) Version/5.0.4 Safari/534.27.3",
"session_id": "0a5cb96f-5b67-47ad-bb76-24f6cce6dd89",
"risk_score": 47.97,
"... | johngraham | bypass | null | null | null | No additional info | Auth bypass for johngraham via OAuth from 90.54.11.211 No additional info | null | null | null | null | 90.54.11.211 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 9f:59:82:d1:4d:8a |
5c479d41-6e2c-4c4c-9a5b-7d0e7ca0074d | 2025-02-27T15:40:37 | auth | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|high| desc=Auth challenge for beckerrandy via SAML from 52.199.11.91 MITRE Technique: T1543.003 noise=executive|campaign|fund | {
"geo_location": "Greece",
"device_hash": "a781d45d311486c001ba7b89cd10740dfa5b74c7",
"user_agent": "Mozilla/5.0 (Android 4.0.2; Mobile; rv:9.0) Gecko/9.0 Firefox/9.0",
"session_id": "c428b1ff-1ecc-44b5-9240-307c865faafe",
"risk_score": 30.44,
"confidence": 0.45
} | beckerrandy | challenge | null | null | null | MITRE Technique: T1543.003 | Auth challenge for beckerrandy via SAML from 52.199.11.91 MITRE Technique: T1543.003 | null | null | null | null | 52.199.11.91 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 94:91:a8:42:0b:03 |
c6467607-f109-4728-9575-e0400316e6cd | 2025-06-26T00:10:44 | ai | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|medium| desc=AI system model_inversion by williamsonkatherine No additional info | {
"geo_location": "Nepal",
"device_hash": "2cbb622700531e6af7c74387f149f7c4e23207e19eba1d96502c290b8e244a43",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/47.0.876.0 Safari/536.0",
"session_id": "d03aad16-b7fb-4972-ac76-ce7727c76d0e",
"risk_score": 26.76,
"conf... | williamsonkatherine | model_inversion | null | null | null | No additional info | AI system model_inversion by williamsonkatherine No additional info | null | null | null | null | null | null | null | null | null | null | null | model-49aebea2 | ff085d7db603b6ba5eccc3edf6d42a78 | 4fbd87f5ead03d1aea20fccc1e6878b6214f84f0 | null | null | null | null | null | null | null |
ec841cd9-4caa-4c2f-8a69-9f369b506793 | 2025-06-18T06:53:05 | auth | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|info| desc=Auth success for marciathompson via passwordless from 103.215.236.117 No additional info | {
"geo_location": "Nauru",
"device_hash": "8c852f7a763ec509f9fcb159cb049b21",
"user_agent": "Opera/8.35.(X11; Linux x86_64; sd-PK) Presto/2.9.167 Version/12.00",
"session_id": "13ff86a6-76f0-4bcf-9e84-e9176c6bb0ed",
"risk_score": 69.01,
"confidence": 0.11
} | marciathompson | success | null | null | null | No additional info | Auth success for marciathompson via passwordless from 103.215.236.117 No additional info | null | null | null | null | 103.215.236.117 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 96:aa:0f:63:d1:52 |
89fd2edd-b2b9-48f9-bc3b-ab69b0edc430 | 2025-01-25T03:53:34 | auth | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|low| desc=Auth success for carlsonamanda via password from 10.70.24.105 No additional info | {
"geo_location": "Bangladesh",
"device_hash": "472322b3cf038430e07a80a24fae11e14d64a56f",
"user_agent": "Opera/9.22.(X11; Linux i686; tk-TM) Presto/2.9.169 Version/10.00",
"session_id": "ef72bd28-1520-4089-84fc-5620fb5fa0d1",
"risk_score": 10.06,
"confidence": 0.21
} | carlsonamanda | success | null | null | null | No additional info | Auth success for carlsonamanda via password from 10.70.24.105 No additional info | null | null | null | null | 10.70.24.105 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 83:db:54:dd:19:23 |
71734011-64e1-411c-bd53-f0e608790f6d | 2025-07-10T21:36:55 | firewall | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only NTP traffic from 75.221.155.233:367 to 132.117.13.3:2 No additional info noise=B122A2D0 | {
"geo_location": "Seychelles",
"device_hash": "5b83b745ccf16c117fe93735e9819d470571481ac2cf10c848a411b1b34baf19",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.01; Trident/5.0)",
"session_id": "091bde5f-0886-44ce-9ca2-57bdc6658fde",
"risk_score": 29.73,
"confidence": 0.8
} | null | log-only | null | null | null | No additional info | Firewall log-only NTP traffic from 75.221.155.233:367 to 132.117.13.3:2 No additional info | null | null | null | null | 75.221.155.233 | 132.117.13.3 | null | null | null | null | null | null | null | null | 367 | 2 | NTP | 966,666 | 1,169 | null | null |
b88df534-06e3-452c-8f99-88c940775808 | 2025-03-14T20:06:19 | cloud | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|high| desc=Cloud config_change in OCI by wperry Unconventional IOC: CPU microcode changes | {
"geo_location": "Isle of Man",
"device_hash": "4930850504119697997528c333fcbb1620726f25",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; ckb-IQ) AppleWebKit/532.27.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6532.27.1",
"session_id": "47bf8b47-2245-44ae-89c7-bc857645bc8c",
... | wperry | config_change | null | null | null | Unconventional IOC: CPU microcode changes | Cloud config_change in OCI by wperry Unconventional IOC: CPU microcode changes | null | null | null | null | null | null | null | null | null | OCI | res-5b90b55b | null | null | null | null | null | null | null | null | null | null |
dd297b3f-3d7f-47ab-a359-b1f159a70bbc | 2025-05-03T23:26:09 | auth | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|medium| desc=Auth locked for hoffmanrichard via password from 76.11.164.237 No additional info | {
"geo_location": "China",
"device_hash": "35d017f24108c71f85910b64091005bf60821e73",
"user_agent": "Opera/9.77.(X11; Linux i686; tig-ER) Presto/2.9.166 Version/10.00",
"session_id": "393b7355-dc9a-4b8c-ba05-a9546020f780",
"risk_score": 60.61,
"confidence": 0.68
} | hoffmanrichard | locked | null | null | null | No additional info | Auth locked for hoffmanrichard via password from 76.11.164.237 No additional info | null | null | null | null | 76.11.164.237 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 52:d6:91:cf:83:0c |
bb80ea18-1237-46fc-b60a-d765aef93fe8 | 2025-04-16T21:50:25 | firewall | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only HTTPS traffic from 10.73.32.37:789 to 133.6.107.161:177 No additional info | {
"geo_location": "Botswana",
"device_hash": "c0113ad0eea850e56510f1dff3eed87f7f08edde",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/5.0)",
"session_id": "595826ff-9c66-404c-b171-011657ace724",
"risk_score": 48.45,
"confidence": 0.76
} | null | log-only | null | null | null | No additional info | Firewall log-only HTTPS traffic from 10.73.32.37:789 to 133.6.107.161:177 No additional info | {
"baseline_deviation": 0.93,
"entropy": 3.94,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 10.73.32.37 | 133.6.107.161 | null | null | null | null | null | null | null | null | 789 | 177 | HTTPS | 383,564 | 1,407 | null | null |
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