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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1959845c-8d3f-476c-8ad4-5eb25352ae2d | 2025-02-21T09:42:24 | firewall | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow TCP traffic from 172.11.140.55:134 to 10.144.165.14:696 No additional info noise=remember|trip|show | {
"geo_location": "Togo",
"device_hash": "86813276ee41d1b6f974683835560028",
"user_agent": "Opera/8.83.(X11; Linux i686; tk-TM) Presto/2.9.188 Version/10.00",
"session_id": "26f4ced2-de07-4cf6-a800-258f32cfb669",
"risk_score": 74.66,
"confidence": 0.7
} | null | allow | null | null | null | No additional info | Firewall allow TCP traffic from 172.11.140.55:134 to 10.144.165.14:696 No additional info | null | null | null | null | 172.11.140.55 | 10.144.165.14 | null | null | null | null | null | null | null | null | 134 | 696 | TCP | 178,695 | 2,301 | null | null |
5cc931d9-5872-47e0-8c3a-37699844dd3c | 2027-08-06T19:44:01 | auth | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for kdiaz via key from 12.217.211.60 No additional info | {
"geo_location": "Lebanon",
"device_hash": "4bfdce81007441ee1b555b5c1b5d0c00fc158a71",
"user_agent": "Opera/8.37.(X11; Linux i686; da-DK) Presto/2.9.183 Version/10.00",
"session_id": "4b7cca8e-4372-4082-b1e0-4185a0d36d62",
"risk_score": 58.81,
"confidence": 0.62
} | kdiaz | timeout | null | null | null | No additional info | Auth timeout for kdiaz via key from 12.217.211.60 No additional info | null | null | null | null | 12.217.211.60 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | c0:1a:80:75:eb:e9 |
92742010-9755-4106-ab59-c0490899c8a3 | 2025-01-16T23:26:21 | endpoint | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|critical| desc=Endpoint process_start /policy/work.txt by ybarnes No additional info | {
"geo_location": "Kuwait",
"device_hash": "140f4fc5007c28cb52e7296083a3ca612e1a86ae",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/3.1)",
"session_id": "3aa8b608-c9c4-410c-9691-850c92b011b9",
"risk_score": 33.52,
"confidence": 0.64
} | ybarnes | process_start | /policy/work.txt | 6,864 | powershell.exe | No additional info | Endpoint process_start /policy/work.txt by ybarnes No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b84fa050-3fb6-4c6d-908c-205fd814537f | 2025-04-05T08:28:11 | iot | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor command_injection MITRE Technique: T1486 | {
"geo_location": "Fiji",
"device_hash": "de6bf88b43481e63a70b324fa518e722a0402efa",
"user_agent": "Opera/9.49.(X11; Linux i686; lzh-TW) Presto/2.9.165 Version/10.00",
"session_id": "17551de9-e897-4699-ad01-eb6c61ef0501",
"risk_score": 45.93,
"confidence": 0.19
} | null | command_injection | null | null | null | MITRE Technique: T1486 | IoT device Sensor command_injection MITRE Technique: T1486 | null | Sensor | iot-83a01758 | 7.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e4100bf3-7ac7-42a9-9520-513a7acd9e77 | 2025-02-06T08:48:56 | ai | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by garrettnancy MITRE Technique: T1190 | Associated Threat Actor: BlueNoroff | {
"geo_location": "Czech Republic",
"device_hash": "c8e1ad4213378811967d8b94b1a4fbd024069072a95198557afd2802f08fe62f",
"user_agent": "Mozilla/5.0 (Linux; Android 13) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/63.0.888.0 Safari/532.2",
"session_id": "e8a797f5-bbff-4cfc-8723-d49003434e6e",
"risk_score": 49.41... | garrettnancy | prompt_injection | null | null | null | MITRE Technique: T1190 | Associated Threat Actor: BlueNoroff | AI system prompt_injection by garrettnancy MITRE Technique: T1190 | Associated Threat Actor: BlueNoroff | null | null | null | null | null | null | null | null | null | null | null | model-cfc26153 | 96ea21c07fbcc0447022180ce242372fd3d59cfb6fd6c952ef9746dac98d88d8 | afa9b0f72ba6506398a2ca3d16d5bc24 | null | null | null | null | null | null | null |
85bc609d-da91-4807-a309-b54cc89d9156 | 2025-05-08T19:18:12 | network | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|critical| desc=Network disconnection from 153.90.8.240 to 214.218.244.228 Associated Threat Actor: Scattered Spider | {
"geo_location": "Colombia",
"device_hash": "6bab0be637c29f66464807d90f44698bd5988e96",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/3.0)",
"session_id": "6555420b-e7f1-426c-9f48-8496a465f7ae",
"risk_score": 86.62,
"confidence": 0.31
} | null | disconnection | null | null | null | Associated Threat Actor: Scattered Spider | Network disconnection from 153.90.8.240 to 214.218.244.228 Associated Threat Actor: Scattered Spider | null | null | null | null | 153.90.8.240 | 214.218.244.228 | null | null | null | null | null | null | null | null | null | null | HTTP | 472,992 | null | null | null |
99f52646-c77b-455d-8340-6a99d191a7a6 | 2025-02-22T08:55:29 | firewall | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow TCP traffic from 192.5.25.60:855 to 107.124.113.3:775 Associated Threat Actor: APT38 | {
"geo_location": "North Korea",
"device_hash": "a6b03222d7c6a79adc91ae35d4fce91a467bf766",
"user_agent": "Mozilla/5.0 (Windows 98) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/35.0.878.0 Safari/534.2",
"session_id": "9b3843d8-f784-4d24-81f4-881351eb9454",
"risk_score": 16.07,
"confidence": 0.42
} | null | allow | null | null | null | Associated Threat Actor: APT38 | Firewall allow TCP traffic from 192.5.25.60:855 to 107.124.113.3:775 Associated Threat Actor: APT38 | null | null | null | null | 192.5.25.60 | 107.124.113.3 | null | null | null | null | null | null | null | null | 855 | 775 | TCP | 418,078 | 1,804 | null | null |
b5f984bb-2eb0-4336-8d25-750569c1cc2d | 2025-04-29T18:37:47 | cloud | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|high| desc=Cloud config_change in OCI by robert80 Unconventional IOC: Quantum random number deviations | {
"geo_location": "Burkina Faso",
"device_hash": "23889c521e3319827216b172bea98f5ddf0e52f0",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_5_6 rv:2.0; lij-IT) AppleWebKit/532.29.4 (KHTML, like Gecko) Version/4.0 Safari/532.29.4",
"session_id": "f4010ce0-480e-4128-af2d-24454ae8ab05",
"risk_score": 49.... | robert80 | config_change | null | null | null | Unconventional IOC: Quantum random number deviations | Cloud config_change in OCI by robert80 Unconventional IOC: Quantum random number deviations | null | null | null | null | null | null | null | null | null | OCI | res-47b37408 | null | null | null | null | null | null | null | null | null | null |
72e91b12-3673-4acb-8211-f774d2d3add8 | 2025-04-26T22:15:43 | ai | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|low| desc=AI system training_data_poisoning by uwilliams No additional info noise=category | {
"geo_location": "Togo",
"device_hash": "59adcc151832c2ad40a65ba35f28436d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/534.47.7 (KHTML, like Gecko) Version/5.0.1 Safari/534.47.7",
"session_id": "079e4acf-3d51-4de0-9664-c90e10bbb600",
"risk_score": 18.71,
"confidence": 0.24
} | uwilliams | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by uwilliams No additional info | null | null | null | null | null | null | null | null | null | null | null | model-c85e3c4c | 9e8fd0e5458e7e16468af05d25f23a860fb4959a9f59a0651a7752d32ae381c0 | 9d6e9d7dd40a001d528701659d6d88be | null | null | null | null | null | null | null |
10d169df-84fb-462e-af91-504bb2286484 | 2025-04-26T17:58:39 | auth | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|low| desc=Auth locked for floreskeith via key from 85.73.36.203 No additional info | {
"geo_location": "Benin",
"device_hash": "0330a9a5b5f577c9082281669acfe847c7656fd208b27b8c8fc8197285a1ecc8",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; uk-UA) AppleWebKit/532.2.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6532.2.6",
"session_id": "55fbcfdf-54dd-4f32-a707-3... | floreskeith | locked | null | null | null | No additional info | Auth locked for floreskeith via key from 85.73.36.203 No additional info | null | null | null | null | 85.73.36.203 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 66:56:22:99:74:ba |
e587aa6d-a788-4dfb-8f16-8bef3bd5a3b3 | 2025-02-15T08:52:55 | iot | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|low| desc=IoT device Medical side_channel No additional info noise=categories/main/blog | {
"geo_location": "Turkmenistan",
"device_hash": "58c50f8d76de349f2e404cbae1ed433b7166288a397177079f6ca9334b6b60f6",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_8_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) CriOS/62.0.818.0 Mobile/27Z662 Safari/531.0",
"session_id": "671613b2-3c9d-447e-8487-... | null | side_channel | null | null | null | No additional info | IoT device Medical side_channel No additional info | null | Medical | iot-e6bf7fb4 | 10.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
41947d46-1ce7-42e5-a41b-57d91020629e | 2025-02-21T00:43:14 | ai | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|high| desc=AI system model_inversion by juliestark MITRE Technique: T1053.005 | {
"geo_location": "Venezuela",
"device_hash": "d54dd308b58f320fa723d8d594d04e9e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.2; Trident/5.1)",
"session_id": "4c97a6f7-8867-4d38-87c7-c9a90cb8597a",
"risk_score": 73.48,
"confidence": 0.53
} | juliestark | model_inversion | null | null | null | MITRE Technique: T1053.005 | AI system model_inversion by juliestark MITRE Technique: T1053.005 | {
"baseline_deviation": 1.24,
"entropy": 6.8,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | model-e532adeb | 3a24593bebc7003a52c71a10dc6272ce4a60e4d40b32791e67533790081f86e9 | 4d0c7b683e901cedc0d9eada9d1d1eb4bc3e4d57a7f27599a4f577a47b32a5b2 | null | null | null | null | null | null | null |
a1c0d29a-f52c-496f-8787-f0acca3443cc | 2025-07-02T08:37:47 | firewall | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|medium| desc=Firewall deny ICMP traffic from 112.55.230.64:958 to 162.206.223.150:957 Geo anomaly: Impossible travel detected | {
"geo_location": "Gambia",
"device_hash": "e84b26cc7432ff420e357d0fa125c4d711db6126",
"user_agent": "Opera/8.56.(Windows NT 10.0; af-ZA) Presto/2.9.188 Version/12.00",
"session_id": "c9b102d2-ea32-499e-9eb1-1c4e20a13a9b",
"risk_score": 38.72,
"confidence": 0.71
} | null | deny | null | null | null | Geo anomaly: Impossible travel detected | Firewall deny ICMP traffic from 112.55.230.64:958 to 162.206.223.150:957 Geo anomaly: Impossible travel detected | null | null | null | null | 112.55.230.64 | 162.206.223.150 | null | null | null | null | null | null | null | null | 958 | 957 | ICMP | 839,130 | 1,751 | null | null |
6b672e47-8bf1-4964-a306-cf4c044a7188 | 2025-04-08T13:30:04 | cloud | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in GCP by stephaniebonilla No additional info noise=begin|figure|always | {
"geo_location": "Luxembourg",
"device_hash": "9cd3bdfaae45856a059e710e28473e90e4e232a7f7d0c79f44a9ba1d2e5b6bb9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/4.0)",
"session_id": "77778d42-6359-4428-8880-0bfd759927fd",
"risk_score": 13.93,
"confidence": 0.22
} | stephaniebonilla | crypto_mining | null | null | null | No additional info | Cloud crypto_mining in GCP by stephaniebonilla No additional info | null | null | null | null | null | null | null | null | null | GCP | res-d8a5c127 | null | null | null | null | null | null | null | null | null | null |
8a21f655-6912-4f5f-8b23-104a16d683fd | 2030-05-06T11:49:07 | auth | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|low| desc=Auth timeout for johnsonantonio via OAuth from 11.107.72.242 No additional info noise=realize|make|character | {
"geo_location": "Canada",
"device_hash": "d480421434ffd28a63d967898ac1fb65c0b3f986",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; mg-MG; rv:1.9.2.20) Gecko/6894-07-24 03:05:33 Firefox/10.0",
"session_id": "74053454-0885-49b6-aacb-ad844efd68e6",
"risk_score": 55.74,
"confidence": 0.64
} | johnsonantonio | timeout | null | null | null | No additional info | Auth timeout for johnsonantonio via OAuth from 11.107.72.242 No additional info | null | null | null | null | 11.107.72.242 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | d6:04:c6:f1:6c:e7 |
f7b07d5d-5bfe-44ac-91d6-134576690767 | 2025-03-29T21:52:10 | ai | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|medium| desc=AI system model_inversion by diazjohn No additional info | {
"geo_location": "Marshall Islands",
"device_hash": "e43fda588ad619c5e7fcfbc4f385605c4021828718b08c89a786c28baa271e00",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; bo-CN; rv:1.9.1.20) Gecko/8092-04-05 22:44:27 Firefox/13.0",
"session_id": "b0f8287f-ebea-4e45-88ea-212eb12b56c8",
"risk_score": 56.07,
"confi... | diazjohn | model_inversion | null | null | null | No additional info | AI system model_inversion by diazjohn No additional info | null | null | null | null | null | null | null | null | null | null | null | model-3dc7a462 | ff3f045188012c8225d66bc0fa032f98a6ee8032 | 5ac1cd83005fbc7ecadb94fb550cedd711dcfd69eaf055068af8426b93d928f7 | null | null | null | null | null | null | null |
bd5660b5-db29-4790-b36f-b019a7fbac10 | 2025-01-30T16:49:44 | ids_alert | Tanium v7.4.0 | emergency | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|emergency| desc=Tanium Alert: Zero-Day Exploit detected from 64.63.128.108 targeting 6.118.1.19 No additional info noise=R3JvdyBjYXNlLg== | {
"geo_location": "Namibia",
"device_hash": "c8f65a6761b61f844bf2a4f09fe5773c049b473fcb91f060b0ccf4f67fa01cb6",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_8; rv:1.9.5.20) Gecko/7508-01-19 22:03:00 Firefox/4.0",
"session_id": "f1a3bf0f-a7da-4e18-813e-ea4951345f0a",
"risk_score": 58.01,
"confide... | null | null | null | null | null | No additional info | Tanium Alert: Zero-Day Exploit detected from 64.63.128.108 targeting 6.118.1.19 No additional info | null | null | null | null | 64.63.128.108 | 6.118.1.19 | Zero-Day Exploit | SIG-9655 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
8627dc88-3eb3-4ddd-94bd-6231edd1356c | 2025-06-08T02:48:52 | ids_alert | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|medium| desc=CrowdStrike Alert: ICS Attack detected from 56.64.247.240 targeting 105.252.232.243 No additional info | {
"geo_location": "Iceland",
"device_hash": "a700ec1688b37e691bfb019383cf1564",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; et-EE; rv:1.9.2.20) Gecko/4526-09-05 00:37:35 Firefox/3.8",
"session_id": "4fd62fdb-e7e0-4c8b-869e-1a0c51daa594",
"risk_score": 47.82,
"confidence": 0.29
} | null | null | null | null | null | No additional info | CrowdStrike Alert: ICS Attack detected from 56.64.247.240 targeting 105.252.232.243 No additional info | null | null | null | null | 56.64.247.240 | 105.252.232.243 | ICS Attack | SIG-2623 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
9b537250-2914-4cfe-9c1a-f82dd89a913e | 2025-03-12T23:53:36 | auth | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|high| desc=Auth locked for amiller via SAML from 112.118.88.226 MITRE Technique: T1078.004 | {
"geo_location": "Anguilla",
"device_hash": "81900f5382b466974612f34e187c38703dbf6569",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; kok-IN; rv:1.9.1.20) Gecko/2562-02-13 17:27:13 Firefox/10.0",
"session_id": "a0e26be5-2a42-4f99-bcb7-5b50824cf8ed",
"risk_score": 56.64,
"confidence": 0.3
} | amiller | locked | null | null | null | MITRE Technique: T1078.004 | Auth locked for amiller via SAML from 112.118.88.226 MITRE Technique: T1078.004 | null | null | null | null | 112.118.88.226 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 00:3f:81:88:b8:92 |
996fb7d0-a62a-4da7-85c8-1ac704ce72ea | 2025-02-19T20:49:33 | auth | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|info| desc=Auth locked for william83 via passwordless from 111.178.129.173 MITRE Technique: T1071.001 | {
"geo_location": "Costa Rica",
"device_hash": "9a45669d044d175e8bcf91f1860dee0dfc522461dfcb62f1103cdb3aeb63b7fe",
"user_agent": "Mozilla/5.0 (Android 6.0; Mobile; rv:66.0) Gecko/66.0 Firefox/66.0",
"session_id": "aa343e1d-1a57-46de-9516-db6a13c0b872",
"risk_score": 48.22,
"confidence": 0.31
} | william83 | locked | null | null | null | MITRE Technique: T1071.001 | Auth locked for william83 via passwordless from 111.178.129.173 MITRE Technique: T1071.001 | null | null | null | null | 111.178.129.173 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 92:d4:f4:c0:50:d1 |
277695c4-8b53-4a23-b17a-f4266b850c4c | 2025-03-14T18:02:48 | ids_alert | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|critical| desc=CrowdStrike Alert: AI Model Poisoning detected from 219.147.171.219 targeting 186.85.248.162 MITRE Technique: T1574.002 | {
"geo_location": "Moldova",
"device_hash": "81ad1ef72c0df5ffdd94473a16009d3e2eda3204d439754b2307a0e8ec6c77fb",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/53.0.818.0 Safari/531.2",
"session_id": "14405d8a-27ac-4034-8f65-1589701d0ba1",
"risk_score": 72.84,
"confi... | null | null | null | null | null | MITRE Technique: T1574.002 | CrowdStrike Alert: AI Model Poisoning detected from 219.147.171.219 targeting 186.85.248.162 MITRE Technique: T1574.002 | null | null | null | null | 219.147.171.219 | 186.85.248.162 | AI Model Poisoning | SIG-2650 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
9ff4c482-b7e7-4511-8b96-5389f9d1a494 | 2025-07-09T18:28:58 | cloud | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in OCI by michelle93 MITRE Technique: T1059.001 | {
"geo_location": "Norway",
"device_hash": "de9b5b0ed128f8574ee79a37450fa99c6a1f40831f39a48ff4f61cd103cc3623",
"user_agent": "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/37.0.823.0 Safari/536.1",
"session_id": "362f5273-a514-4e7f-b16e-f4b07a5914e5",
"risk_score": 62.34,
"confid... | michelle93 | shadow_it | null | null | null | MITRE Technique: T1059.001 | Cloud shadow_it in OCI by michelle93 MITRE Technique: T1059.001 | null | null | null | null | null | null | null | null | null | OCI | res-887c4da1 | null | null | null | null | null | null | null | null | null | null |
c7885427-941b-40e0-aba8-0b336b7ac9a7 | 2025-02-13T06:23:56 | cloud | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud permission_escalation in AWS by barrgeorge No additional info noise=4EE3FBF7 | {
"geo_location": "French Guiana",
"device_hash": "38ce09eb23e9c7fbc485ee7ada2338a0e714defb",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/531.47.2 (KHTML, like Gecko) Version/4.0.2 Safari/531.47.2",
"session_id": "62dad42b-f85e-45cf-b9ed-ded98bc1f6d2",
"risk_score": 68.12,
"confidenc... | barrgeorge | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in AWS by barrgeorge No additional info | null | null | null | null | null | null | null | null | null | AWS | res-52259add | null | null | null | null | null | null | null | null | null | null |
f0d463f3-604e-4e21-8a2d-dcd9474ae82f | 2025-07-04T20:14:27 | cloud | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|medium| desc=Cloud instance_creation in GCP by vcisneros MITRE Technique: T1566.001 | {
"geo_location": "Zimbabwe",
"device_hash": "22de3a556dca47087e84778845c17b05",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_5 rv:5.0; hsb-DE) AppleWebKit/534.48.4 (KHTML, like Gecko) Version/5.1 Safari/534.48.4",
"session_id": "f2f7cecf-fcf4-4514-b50b-7734744b04b4",
"risk_score": 12.22,
"conf... | vcisneros | instance_creation | null | null | null | MITRE Technique: T1566.001 | Cloud instance_creation in GCP by vcisneros MITRE Technique: T1566.001 | null | null | null | null | null | null | null | null | null | GCP | res-5129c469 | null | null | null | null | null | null | null | null | null | null |
8e217f9e-13dd-4ac8-8cf0-615a5fb09948 | 2025-06-01T18:23:41 | firewall | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop SSH traffic from 145.93.221.98:979 to 59.245.125.198:44383 No additional info | {
"geo_location": "Belize",
"device_hash": "702049ff5cd3bddf9d6d94ca7c589e24",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/43.0.800.0 Safari/531.1",
"session_id": "64f1caeb-f3e0-4a64-918a-5cb1dbfc3278",
"risk_score": 73.4,
"confidence": 0.82
} | null | drop | null | null | null | No additional info | Firewall drop SSH traffic from 145.93.221.98:979 to 59.245.125.198:44383 No additional info | null | null | null | null | 145.93.221.98 | 59.245.125.198 | null | null | null | null | null | null | null | null | 979 | 44,383 | SSH | 103,089 | 372 | null | null |
29d5ef32-9cb2-4729-8326-e17917a77800 | 2021-10-17T18:04:47 | cloud | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|medium| desc=Cloud api_abuse in AWS by wbaldwin No additional info | {
"geo_location": "Djibouti",
"device_hash": "2aacd6e81aac2b932a11e457569f2c26",
"user_agent": "Opera/8.67.(Windows NT 5.01; hr-HR) Presto/2.9.178 Version/10.00",
"session_id": "3f002e1b-24dd-4b39-b29c-a174665e5a9c",
"risk_score": 69.02,
"confidence": 0.47
} | wbaldwin | api_abuse | null | null | null | No additional info | Cloud api_abuse in AWS by wbaldwin No additional info | null | null | null | null | null | null | null | null | null | AWS | res-ebef1705 | null | null | null | null | null | null | null | null | null | null |
45e5d2e8-595a-4d48-af5c-20bdd8ca6812 | 2025-03-14T09:22:55 | firewall | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall quarantine SMB traffic from 26.215.225.249:977 to 207.39.137.121:8 No additional info | {
"geo_location": "Iran",
"device_hash": "8e4f850730354c0e9ae10be827c125b34419729fbc64832199bf4bf0c1136afb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/5.0)",
"session_id": "3b2183e3-637e-445f-86df-fd4e0aac2a62",
"risk_score": 45.46,
"confidence": 0.56
} | null | quarantine | null | null | null | No additional info | Firewall quarantine SMB traffic from 26.215.225.249:977 to 207.39.137.121:8 No additional info | null | null | null | null | 26.215.225.249 | 207.39.137.121 | null | null | null | null | null | null | null | null | 977 | 8 | SMB | 713,733 | 10 | null | null |
985f77de-86aa-4700-ad50-f4fd6bdf2144 | 2025-02-24T01:56:58 | iot | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor battery_drain MITRE Technique: T1190 | {
"geo_location": "Mauritania",
"device_hash": "804ce1456bb8b5d2062828b3dd010c9d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.1; Trident/3.1)",
"session_id": "21961e8c-0a7a-4862-9de2-c375cf85835d",
"risk_score": 28.79,
"confidence": 0.58
} | null | battery_drain | null | null | null | MITRE Technique: T1190 | IoT device Sensor battery_drain MITRE Technique: T1190 | null | Sensor | iot-4c407a49 | 3.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dbe997e6-3ff9-46b2-97da-1fb4cdd1c50e | 2025-06-24T12:17:19 | cloud | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|medium| desc=Cloud lambda_execution in AWS by cball No additional info | {
"geo_location": "Gibraltar",
"device_hash": "5d441fb4cd9b06f03e02d0593a0ce4ba",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/4.1)",
"session_id": "c505ff15-5104-4eea-ba4a-095ddba24e56",
"risk_score": 50.58,
"confidence": 0.57
} | cball | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in AWS by cball No additional info | null | null | null | null | null | null | null | null | null | AWS | res-1fcc2e54 | null | null | null | null | null | null | null | null | null | null |
d785e195-0844-4bd1-b02f-d7c35b063775 | 2025-02-12T14:17:58 | endpoint | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|low| desc=Endpoint service_install student by ronaldwilliams MITRE Technique: T1218.011 | {
"geo_location": "Armenia",
"device_hash": "a87999e55ca2366bebac3367ba0d942723490159",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; ber-DZ) AppleWebKit/533.44.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6533.44.2",
"session_id": "b9363180-7fe5-4bdd-b5f6-85de071052ab",
"ri... | ronaldwilliams | service_install | student | 3,335 | cmd.exe | MITRE Technique: T1218.011 | Endpoint service_install student by ronaldwilliams 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 |
e616ba65-e979-4ef2-93d1-661da23777ba | 2025-05-21T18:52:33 | firewall | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|info| desc=Firewall allow HTTPS traffic from 68.126.88.252:138 to 219.204.173.188:586 No additional info noise=UGF5Lg== | {
"geo_location": "Tanzania",
"device_hash": "20c58055ed213da7cc409ba89deb3310e35ef3a9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Win 9x 4.90; Trident/4.1)",
"session_id": "d89ad45c-c9ea-4fc5-81af-2ba9a3c4dc3a",
"risk_score": 78.3,
"confidence": 0.6
} | null | allow | null | null | null | No additional info | Firewall allow HTTPS traffic from 68.126.88.252:138 to 219.204.173.188:586 No additional info | null | null | null | null | 68.126.88.252 | 219.204.173.188 | null | null | null | null | null | null | null | null | 138 | 586 | HTTPS | 383,897 | 2,632 | null | null |
d4b003dc-36b7-465e-972d-3659e8cbfe0b | 2025-03-02T18:53:45 | firewall | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop TCP traffic from 90.54.249.79:98 to 186.38.95.239:151 MITRE Technique: T1566.001 noise=CDE4AEF8 | {
"geo_location": "Israel",
"device_hash": "c03e765c7bac305a277c30a677edbd9f8e910518",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_3 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) FxiOS/13.9i9473.0 Mobile/61K170 Safari/536.1",
"session_id": "57b7819e-e907-4826-ae66-22544fb5825b",
"risk_score": 80.8... | null | drop | null | null | null | MITRE Technique: T1566.001 | Firewall drop TCP traffic from 90.54.249.79:98 to 186.38.95.239:151 MITRE Technique: T1566.001 | null | null | null | null | 90.54.249.79 | 186.38.95.239 | null | null | null | null | null | null | null | null | 98 | 151 | TCP | 534,032 | 1,512 | null | null |
06cf023e-f61f-44ae-bae7-5be1ef50823b | 2025-01-24T02:26:09 | endpoint | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint registry_change personal by james44 MITRE Technique: T1218.011 | Associated Threat Actor: Inception Framework | {
"geo_location": "Turkey",
"device_hash": "c15129f0b07664fc86e2101ff3e3597c6f32b8a2c6a21159eb294409e28d6dfd",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/533.23.3 (KHTML, like Gecko) Version/5.0.5 Safari/533.23.3",
"session_id": "b1aa0e8c-a70a-431c-8e56-b2f26d67ebed",
"risk_score": 30... | james44 | registry_change | personal | 3,285 | cmd.exe | MITRE Technique: T1218.011 | Associated Threat Actor: Inception Framework | Endpoint registry_change personal by james44 MITRE Technique: T1218.011 | Associated Threat Actor: Inception Framework | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bc48db8d-06b1-4ad7-9647-efad0783ab02 | 2025-04-04T13:46:20 | cloud | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in Alibaba by andrewsmichelle MITRE Technique: T1190 | Associated Threat Actor: Kimsuky | {
"geo_location": "Sweden",
"device_hash": "f14b78b3e96697885a3585c47b1cc3be6b26e3efc8923f001a5c1e35ca1f777f",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/6403-10-30 04:45:57 Firefox/3.8",
"session_id": "ea5d0917-0ed6-4190-8db7-30f06b917bd3",
"risk_score": 55.28,
"confidence": 0.91
} | andrewsmichelle | api_abuse | null | null | null | MITRE Technique: T1190 | Associated Threat Actor: Kimsuky | Cloud api_abuse in Alibaba by andrewsmichelle MITRE Technique: T1190 | Associated Threat Actor: Kimsuky | null | null | null | null | null | null | null | null | null | Alibaba | res-10b423bd | null | null | null | null | null | null | null | null | null | null |
6c02658b-664f-472b-8c6a-ca2193f04307 | 2025-02-28T18:47:19 | ids_alert | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|high| desc=Vectra AI Alert: Zero-Day Exploit detected from 171.68.67.80 targeting N/A No additional info | {
"geo_location": "Armenia",
"device_hash": "ca462c89ee35a746cb3fa8dfdceb4eb47b291f24042cc87e1496a7bcb105aee2",
"user_agent": "Mozilla/5.0 (Linux; Android 14) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/16.0.812.0 Safari/532.0",
"session_id": "dd7f785c-e933-406a-87aa-7e4cf558fe18",
"risk_score": 68.68,
"co... | null | null | null | null | null | No additional info | Vectra AI Alert: Zero-Day Exploit detected from 171.68.67.80 targeting N/A No additional info | null | null | null | null | 171.68.67.80 | N/A | Zero-Day Exploit | SIG-9989 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
55d79fe3-7746-481e-a7f2-75d9aa084347 | 2025-05-24T08:35:15 | cloud | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud container_escape in Azure by msmith MITRE Technique: T1059.001 noise=sister|south|thank | {
"geo_location": "South Africa",
"device_hash": "60f98a5d87ac2abf178fc4df693c88890ba5f78e",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/54.0.880.0 Safari/534.0",
"session_id": "6317af68-2140-4802-a6e1-fff25385dab1",
"risk_score": 50.83,
"confidence": 0.16
} | msmith | container_escape | null | null | null | MITRE Technique: T1059.001 | Cloud container_escape in Azure by msmith MITRE Technique: T1059.001 | null | null | null | null | null | null | null | null | null | Azure | res-39b54943 | null | null | null | null | null | null | null | null | null | null |
a89fd7cf-4a81-4d7a-92a9-926c8ef18f3d | 2025-01-19T07:54:44 | auth | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|high| desc=Auth failed for tthompson via OAuth from 138.114.195.69 MITRE Technique: T1059.001 | Associated Threat Actor: Inception Framework | {
"geo_location": "Cambodia",
"device_hash": "1881eb33914ce038c69ba647ae0c88e1",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4_1 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/9.0m3585.0 Mobile/43W227 Safari/532.0",
"session_id": "44929738-4002-4404-ab27-8718a855ca4e",
"risk_score": 16.04... | tthompson | failed | null | null | null | MITRE Technique: T1059.001 | Associated Threat Actor: Inception Framework | Auth failed for tthompson via OAuth from 138.114.195.69 MITRE Technique: T1059.001 | Associated Threat Actor: Inception Framework | null | null | null | null | 138.114.195.69 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 79:6d:84:5f:3a:54 |
6d2a34f8-3b01-440e-a243-3fb6b0d62aa8 | 2027-12-12T03:13:27 | ai | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system membership_inference by rward No additional info noise=reality|nearly|push | {
"geo_location": "Pakistan",
"device_hash": "4819d55f8cb7b57454ec98d5814bc89037597490",
"user_agent": "Mozilla/5.0 (Android 1.5; Mobile; rv:62.0) Gecko/62.0 Firefox/62.0",
"session_id": "c3bec040-ebe1-4c6e-8841-cca54a37a987",
"risk_score": 76.42,
"confidence": 0.07
} | rward | membership_inference | null | null | null | No additional info | AI system membership_inference by rward No additional info | null | null | null | null | null | null | null | null | null | null | null | model-61083711 | 5468d8834e447bc13773cdb2b5d549024f9631f3c1d08f99d64fe36b5830b3b1 | 34998f5ae6c8b6db308a81075e385a028680fe0e | null | null | null | null | null | null | null |
1cf0c0de-edd0-4528-a1c1-2b4bc32cf737 | 2025-02-21T14:30:10 | network | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 70.50.90.221 to 195.182.182.65 No additional info | {
"geo_location": "Liberia",
"device_hash": "502c7b1f6333ebb66f419d18e45381c0",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; sl-SI) AppleWebKit/533.49.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B111 Safari/6533.49.6",
"session_id": "d4cc33a3-a8f6-4274-92ea-d64dbcc6de7a",
"risk_score"... | null | data_exfiltration | null | null | null | No additional info | Network data_exfiltration from 70.50.90.221 to 195.182.182.65 No additional info | null | null | null | null | 70.50.90.221 | 195.182.182.65 | null | null | null | null | null | null | null | null | null | null | HTTP | 77,698 | null | null | null |
b188a4fe-20fe-436b-a5cb-0df8b193033d | 2025-04-12T11:48:18 | ai | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|info| desc=AI system api_abuse by christopher30 MITRE Technique: T1204.002 | {
"geo_location": "Bolivia",
"device_hash": "58b52332f99bd71bde5ea0baaf304981f2fd825ef08d987a44660647877c1a36",
"user_agent": "Opera/8.33.(X11; Linux i686; sd-PK) Presto/2.9.160 Version/11.00",
"session_id": "5552709e-e8fb-46a0-906a-751fcebac453",
"risk_score": 61.1,
"confidence": 0.23
} | christopher30 | api_abuse | null | null | null | MITRE Technique: T1204.002 | AI system api_abuse by christopher30 MITRE Technique: T1204.002 | null | null | null | null | null | null | null | null | null | null | null | model-e0fc4275 | 1a75e4cd24190174a20bc9050fcf143330d2f9c1 | b6dc7a6170655b780293b6f516c28360c2dcb884595557bf198e94295cf2d5a6 | null | null | null | null | null | null | null |
39926fd0-0869-4a61-ae84-c88403602af2 | 2025-04-13T08:25:17 | ids_alert | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|high| desc=Elastic SIEM Alert: XSS detected from 10.172.182.120 targeting 175.177.162.145 No additional info | {
"geo_location": "Luxembourg",
"device_hash": "52bec0c687a7b4cb7bab61a5b6145fae5d9747a5",
"user_agent": "Opera/8.30.(X11; Linux x86_64; sat-IN) Presto/2.9.183 Version/12.00",
"session_id": "e7e7e2d9-4b9f-4ec7-a410-ee5c0a0fb439",
"risk_score": 21.12,
"confidence": 0.49
} | null | null | null | null | null | No additional info | Elastic SIEM Alert: XSS detected from 10.172.182.120 targeting 175.177.162.145 No additional info | null | null | null | null | 10.172.182.120 | 175.177.162.145 | XSS | SIG-7286 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
1dc4c780-d511-478b-a165-e0dc279d5568 | 2025-01-28T03:58:37 | ids_alert | Wazuh v4.5.0 | emergency | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|emergency| desc=Wazuh Alert: Domain Fronting detected from 61.138.152.177 targeting N/A Associated Threat Actor: APT38 noise=voice|believe|fight | {
"geo_location": "Thailand",
"device_hash": "6d01345d5eb36cbb50912aefe9a30fc3",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_8_7 rv:5.0; oc-FR) AppleWebKit/532.25.6 (KHTML, like Gecko) Version/4.0.4 Safari/532.25.6",
"session_id": "ae5aecc0-39ea-497b-afd1-17d5298eeb22",
"risk_score": 52.65,
... | null | null | null | null | null | Associated Threat Actor: APT38 | Wazuh Alert: Domain Fronting detected from 61.138.152.177 targeting N/A Associated Threat Actor: APT38 | null | null | null | null | 61.138.152.177 | N/A | Domain Fronting | SIG-8230 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
17d3c958-e8a0-4cef-914f-8a2d493479da | 2025-04-27T05:16:43 | auth | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|info| desc=Auth timeout for kathythompson via passwordless from 52.3.211.118 No additional info | {
"geo_location": "Egypt",
"device_hash": "b53d2ad7fe09375e1a63ba29d5ce7ee3",
"user_agent": "Opera/9.86.(Windows NT 5.2; sc-IT) Presto/2.9.175 Version/12.00",
"session_id": "ce546b53-ff65-4c9f-aa62-ec45b7647340",
"risk_score": 75.75,
"confidence": 0.68
} | kathythompson | timeout | null | null | null | No additional info | Auth timeout for kathythompson via passwordless from 52.3.211.118 No additional info | null | null | null | null | 52.3.211.118 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | f0:95:34:e3:ab:74 |
038136ae-58b6-475a-8667-e99727acf6b0 | 2025-05-27T07:37:30 | iot | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical command_injection No additional info noise=west|floor|result | {
"geo_location": "Japan",
"device_hash": "657d9f41f5345e70261b42edd39add122ef4e759d598ef5eb9e7ab7671a099d5",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 7_1_2 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/11.2z2422.0 Mobile/33M540 Safari/536.0",
"session_id": "06e4b4ec-f810-4849-a7c1-d8e20d266c0... | null | command_injection | null | null | null | No additional info | IoT device Medical command_injection No additional info | null | Medical | iot-8cda82e1 | 3.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ad2705bf-f533-491f-9d28-e882ae246af9 | 2025-04-01T18:51:54 | network | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|medium| desc=Network latency_spike from 216.177.25.66 to 86.197.76.1 No additional info | {
"geo_location": "French Polynesia",
"device_hash": "1529ee519d0ca8182ba1e736ecfa7242f7cba732",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 9_3_5 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) FxiOS/14.0k3134.0 Mobile/98Z103 Safari/536.2",
"session_id": "8b0bffe3-436a-465e-8a35-573203b54e16",
"ri... | null | latency_spike | null | null | null | No additional info | Network latency_spike from 216.177.25.66 to 86.197.76.1 No additional info | null | null | null | null | 216.177.25.66 | 86.197.76.1 | null | null | null | null | null | null | null | null | null | null | TCP | 666,017 | null | null | null |
e84ac5cf-dc61-46b5-83fa-5156bd8c55ae | 2025-06-05T14:52:31 | 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 10.121.47.170 targeting N/A No additional info noise=end|into|scene | {
"geo_location": "Norfolk Island",
"device_hash": "814f70fa9eb5af76758964358ce77ee1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.0; Trident/5.0)",
"session_id": "b532a9aa-7c94-45ea-a9cd-4a5a4316296c",
"risk_score": 59.44,
"confidence": 0.53
} | null | null | null | null | null | No additional info | Snort Alert: Domain Fronting detected from 10.121.47.170 targeting N/A No additional info | null | null | null | null | 10.121.47.170 | N/A | Domain Fronting | SIG-6044 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
40647dcc-cfa8-4ad9-ba65-0f07e2c6edae | 2025-03-31T12:48:16 | ai | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by smithariana MITRE Technique: T1566.001 | {
"geo_location": "Sierra Leone",
"device_hash": "a88963d14f0b40c122c51acccef73aa8",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; hsb-DE) AppleWebKit/531.4.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6531.4.5",
"session_id": "dc67b920-9c64-4c58-9ec5-6ce78b319213",
"risk_sc... | smithariana | prompt_injection | null | null | null | MITRE Technique: T1566.001 | AI system prompt_injection by smithariana MITRE Technique: T1566.001 | null | null | null | null | null | null | null | null | null | null | null | model-58ef482d | cc31f8eeedb3d0f65fcd34c31e80ea59a3c6ef42 | 7e04bfd4efe1f6547631e06028c075bc | null | null | null | null | null | null | null |
c792e5fc-6155-4267-b1c9-bf32d4e16bb1 | 2025-05-19T07:11:26 | cloud | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|critical| desc=Cloud container_escape in OCI by nielsenbenjamin MITRE Technique: T1218.011 | {
"geo_location": "Panama",
"device_hash": "dcd071562ca20121a2df1120c9f0f73230f5b04a893913ed9ae74edb26db695a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/5.0)",
"session_id": "52ae63e5-d8de-4e1d-bee5-c872ddfe6cba",
"risk_score": 51.66,
"confidence": 0.38
} | nielsenbenjamin | container_escape | null | null | null | MITRE Technique: T1218.011 | Cloud container_escape in OCI by nielsenbenjamin MITRE Technique: T1218.011 | null | null | null | null | null | null | null | null | null | OCI | res-0baf0e40 | null | null | null | null | null | null | null | null | null | null |
616da95f-b77e-4b42-93da-5e3058f3b8bd | 2025-05-26T17:17:03 | firewall | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only SSH traffic from 1.195.212.181:316 to 53.128.173.193:688 No additional info | {
"geo_location": "China",
"device_hash": "8d099c7eaa8d72e1c82ac10ca1c33bb404d1fb391261b8b7050a4885a78a20c5",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_5; rv:1.9.4.20) Gecko/6572-12-06 05:13:32 Firefox/3.8",
"session_id": "2b0368ee-d217-4837-8a37-67b7b31924be",
"risk_score": 39.48,
"confide... | null | log-only | null | null | null | No additional info | Firewall log-only SSH traffic from 1.195.212.181:316 to 53.128.173.193:688 No additional info | null | null | null | null | 1.195.212.181 | 53.128.173.193 | null | null | null | null | null | null | null | null | 316 | 688 | SSH | 511,642 | 998 | null | null |
d51d0ef7-6905-4b2e-a779-7f7a4ce46380 | 2025-07-06T19:27:24 | network | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 76.150.246.143 to 176.253.164.247 No additional info | {
"geo_location": "Grenada",
"device_hash": "5e4a46d0b6478a4f2ddd25e373261972336a5bc7a62aa267300174eddd9868cf",
"user_agent": "Opera/8.52.(Windows CE; eu-FR) Presto/2.9.186 Version/12.00",
"session_id": "ed5d6f61-e28d-4b30-b5e3-6840c2eb6e3c",
"risk_score": 66.83,
"confidence": 0.94
} | null | covert_channel | null | null | null | No additional info | Network covert_channel from 76.150.246.143 to 176.253.164.247 No additional info | null | null | null | null | 76.150.246.143 | 176.253.164.247 | null | null | null | null | null | null | null | null | null | null | HTTPS | 455,395 | null | null | null |
be561359-8c72-436b-9c17-a46e8f47ef55 | 2025-01-16T23:15:21 | iot | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|high| desc=IoT device Medical sensor_spoofing MITRE Technique: T1218.011 | {
"geo_location": "Comoros",
"device_hash": "33c55b0ba66bc9efe37ac5349a695266",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.3) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/18.0.825.0 Safari/533.0",
"session_id": "90a55371-6ad5-452e-a197-f983c0faedc9",
"risk_score": 52.25,
"confidence": 0.89
} | null | sensor_spoofing | null | null | null | MITRE Technique: T1218.011 | IoT device Medical sensor_spoofing MITRE Technique: T1218.011 | null | Medical | iot-8fc16d80 | 5.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7903d9af-cd2d-4e56-a849-e9d6305562df | 2025-02-20T21:28:54 | ids_alert | LogRhythm v7.5.0 | emergency | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=LogRhythm Alert: Living-off-the-Land detected from 80.235.167.30 targeting 150.253.5.61 No additional info | {
"geo_location": "Singapore",
"device_hash": "719cfc5167901d01d41a894b1d1a96ad",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_7 rv:5.0; lo-LA) AppleWebKit/534.4.5 (KHTML, like Gecko) Version/4.1 Safari/534.4.5",
"session_id": "e93418a6-db82-4709-9021-bab28f541c95",
"risk_score": 86.79,
"conf... | null | null | null | null | null | No additional info | LogRhythm Alert: Living-off-the-Land detected from 80.235.167.30 targeting 150.253.5.61 No additional info | null | null | null | null | 80.235.167.30 | 150.253.5.61 | Living-off-the-Land | SIG-4498 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
13dcd6b6-564a-4af0-8e53-92d437713d16 | 2025-04-26T19:48:29 | network | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|low| desc=Network connection from 191.206.195.14 to 131.41.21.199 No additional info | {
"geo_location": "Switzerland",
"device_hash": "9538028c848f1600aafcd11ff829b271",
"user_agent": "Opera/9.63.(Windows NT 5.01; ast-ES) Presto/2.9.183 Version/11.00",
"session_id": "c952bb7b-705a-4f1e-a48d-30857da04761",
"risk_score": 68.51,
"confidence": 0.29
} | null | connection | null | null | null | No additional info | Network connection from 191.206.195.14 to 131.41.21.199 No additional info | null | null | null | null | 191.206.195.14 | 131.41.21.199 | null | null | null | null | null | null | null | null | null | null | ICMP | 606,273 | null | null | null |
1d3f0762-23f9-462a-a7d1-052c73535aac | 2025-06-23T17:25:02 | endpoint | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_stop mother by rodriguezlisa No additional info | {
"geo_location": "China",
"device_hash": "b6feedf316b2c7592abe3b463f660d29a9aa1fcd",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_9 rv:4.0; sk-SK) AppleWebKit/531.30.3 (KHTML, like Gecko) Version/4.1 Safari/531.30.3",
"session_id": "ba4265ab-fdb5-4158-9570-b71c2ec6c808",
"risk_score": 92.31,
... | rodriguezlisa | process_stop | mother | 3,599 | powershell.exe | No additional info | Endpoint process_stop mother by rodriguezlisa No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
40ee89da-d3d9-4d02-8a31-021b1748f461 | 2025-06-19T06:53:31 | cloud | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in Alibaba by adamseric MITRE Technique: T1543.003 noise=manage|full|natural | {
"geo_location": "Italy",
"device_hash": "48c050e3cea2157f6a7af9e51d87af2e",
"user_agent": "Opera/9.30.(Windows NT 6.1; uk-UA) Presto/2.9.164 Version/10.00",
"session_id": "3b97af84-d3f8-47bb-b04d-996e58327a9d",
"risk_score": 31.83,
"confidence": 0.92
} | adamseric | api_abuse | null | null | null | MITRE Technique: T1543.003 | Cloud api_abuse in Alibaba by adamseric MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | Alibaba | res-5bc6d34a | null | null | null | null | null | null | null | null | null | null |
463b591d-ed04-4169-9bcf-760acd9876a8 | 2025-02-04T10:08:35 | ids_alert | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|low| desc=Darktrace Alert: Fileless Attack detected from 187.191.255.35 targeting N/A No additional info | {
"geo_location": "Congo",
"device_hash": "6730a7efa96faa03e858f5def1d2349927602c5b08c9c36779802335f84a2556",
"user_agent": "Opera/8.62.(Windows CE; an-ES) Presto/2.9.166 Version/11.00",
"session_id": "062d9c53-22de-4a60-b57e-f997a630848f",
"risk_score": 65.02,
"confidence": 0.19
} | null | null | null | null | null | No additional info | Darktrace Alert: Fileless Attack detected from 187.191.255.35 targeting N/A No additional info | null | null | null | null | 187.191.255.35 | N/A | Fileless Attack | SIG-2057 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
d79e8638-59a0-438f-aa6d-a7100881f313 | 2025-05-20T08:19:37 | auth | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|info| desc=Auth challenge for ddavis via password from 11.161.65.153 No additional info | {
"geo_location": "Greece",
"device_hash": "38cd77f83a3dd870ff9a222e5bb182584dcedf798484e8c79f3f751493369128",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; gu-IN) AppleWebKit/532.7.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B117 Safari/6532.7.2",
"session_id": "f998f464-1c7a-4535-a0e1-... | ddavis | challenge | null | null | null | No additional info | Auth challenge for ddavis via password from 11.161.65.153 No additional info | null | null | null | null | 11.161.65.153 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 9b:b8:34:b5:eb:53 |
9a17d0cb-8005-47a5-9f60-68b16d2e2080 | 2029-11-14T17:25:49 | auth | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|info| desc=Auth success for herringstephen via biometric from 16.189.49.237 No additional info | {
"geo_location": "Cape Verde",
"device_hash": "d277286f0cd0759fe6727e7c35af8841",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/45.0.880.0 Safari/535.1",
"session_id": "4d81331c-a8df-4f76-8b05-4deb42c1e7a0",
"risk_score": 34.51,
"confidence": 0.47
} | herringstephen | success | null | null | null | No additional info | Auth success for herringstephen via biometric from 16.189.49.237 No additional info | null | null | null | null | 16.189.49.237 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | cd:3a:ae:22:de:5e |
19e7fd8a-d3d8-4e14-9544-4a5b670a402d | 2025-02-03T18:13:46 | ai | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|high| desc=AI system model_access by christie12 MITRE Technique: T1574.002 | {
"geo_location": "North Macedonia",
"device_hash": "3387b828652fe677d23746d73087c6b787a6b857",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/531.34.5 (KHTML, like Gecko) Version/5.1 Safari/531.34.5",
"session_id": "bd85e7f1-1d38-4b62-859d-0cebafad83ec",
"risk_score": 29.8,
"confidence": 0... | christie12 | model_access | null | null | null | MITRE Technique: T1574.002 | AI system model_access by christie12 MITRE Technique: T1574.002 | null | null | null | null | null | null | null | null | null | null | null | model-2d59efaa | 350d6f560a2c82e4eb6f3f9d61408abeb5f296cd | 4d67457cd8814bf5817edb9d70b481aba633ecd4 | null | null | null | null | null | null | null |
0bd6bdc0-99c1-4c2a-be4c-a69c3fab2cdd | 2025-05-01T00:19:49 | ai | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|high| desc=AI system adversarial_input by perezwilliam MITRE Technique: T1486 | {
"geo_location": "Belarus",
"device_hash": "504622c603af4af87e196ea1b5843bcc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Trident/3.1)",
"session_id": "9cdd7375-64fa-4d8a-8dc3-e9cfa41fb041",
"risk_score": 66.34,
"confidence": 0.04
} | perezwilliam | adversarial_input | null | null | null | MITRE Technique: T1486 | AI system adversarial_input by perezwilliam MITRE Technique: T1486 | null | null | null | null | null | null | null | null | null | null | null | model-dbaa65ca | 109aaf5673df7ee3369a9395fcfa6252 | f8d5298f793ea5f27574391977c251fd | null | null | null | null | null | null | null |
d913f078-6ec5-49e0-b634-97aae5cf4073 | 2025-05-18T18:05:48 | ai | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|critical| desc=AI system membership_inference by jonathan52 MITRE Technique: T1071.001 | Associated Threat Actor: Leafminer noise=7D4782FE | {
"geo_location": "Tanzania",
"device_hash": "682f0fe5888345cd37f4875f982dbfc2",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_3; rv:1.9.6.20) Gecko/5321-10-25 17:36:12 Firefox/3.6.2",
"session_id": "0474b498-7146-4fa7-b5a2-90f8ea91e0f4",
"risk_score": 63.34,
"confidence": 0.11
} | jonathan52 | membership_inference | null | null | null | MITRE Technique: T1071.001 | Associated Threat Actor: Leafminer | AI system membership_inference by jonathan52 MITRE Technique: T1071.001 | Associated Threat Actor: Leafminer | null | null | null | null | null | null | null | null | null | null | null | model-f44a3489 | e776e63d39f25a311686a77b7cfe34bfc3feaa1e | b43d570cf224f20ca5367fa44f550fa8466987d7e75a82051182b9e8560eeb9b | null | null | null | null | null | null | null |
13b0375e-30da-41d5-b1a3-4b199135edf5 | 2025-01-16T09:00:21 | ai | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by evansandrea No additional info | {
"geo_location": "Thailand",
"device_hash": "0d075bbbc72f853f03a6c7fb1b0407994e8085cd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Trident/5.0)",
"session_id": "5956a3b5-1afb-421c-9c9d-e4b96bd06d09",
"risk_score": 76.23,
"confidence": 0.58
} | evansandrea | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by evansandrea No additional info | {
"baseline_deviation": 0.64,
"entropy": 2.26,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | model-546f7a6d | ff353fdc99226352cd59738a20e4ee3afd4d53dbac13b948d500c17587362994 | 0722bc9958d733a0ff548ddeb31c475a | null | null | null | null | null | null | null |
389d82ad-0a38-4c7e-8f88-e02df7937a52 | 2025-04-13T23:16:19 | ai | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|info| desc=AI system model_access by michaelmitchell MITRE Technique: T1218.011 noise=57276CE2 | {
"geo_location": "Cayman Islands",
"device_hash": "e84ce200a0c60db41759126aafdfde07",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; ar-JO; rv:1.9.0.20) Gecko/6218-10-22 06:32:07 Firefox/3.6.2",
"session_id": "a20768e3-6686-4048-bb82-1a5f00dae751",
"risk_score": 88.27,
"confidence": 0.93
} | michaelmitchell | model_access | null | null | null | MITRE Technique: T1218.011 | AI system model_access by michaelmitchell MITRE Technique: T1218.011 | {
"baseline_deviation": 1.7,
"entropy": 2.45,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | model-39e7c387 | dd3e55cd52de449054513681431be6d3b16dd0e6 | 068aa61a7040ed6ac7fc180e47c0997164c45ce6766610940bb8210e9090aa8c | null | null | null | null | null | null | null |
49ca583b-80bb-4a38-84aa-52ce302c8fd2 | 2023-11-28T03:12:43 | firewall | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny ICMP traffic from 185.1.240.185:131 to 71.214.202.15:454 No additional info noise=FC58E943 | {
"geo_location": "United States of America",
"device_hash": "59d5e4c8cab5e7f46e33bcb48ad7f45aa0cda41c793c3f5ff18b3f47867f9506",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/534.29.6 (KHTML, like Gecko) Version/4.0.5 Safari/534.29.6",
"session_id": "b4970693-00dc-46fe-9abf-78dfe237c7a1",
"r... | null | deny | null | null | null | No additional info | Firewall deny ICMP traffic from 185.1.240.185:131 to 71.214.202.15:454 No additional info | null | null | null | null | 185.1.240.185 | 71.214.202.15 | null | null | null | null | null | null | null | null | 131 | 454 | ICMP | 3,548 | 1,077 | null | null |
2dfded11-9485-411a-b576-4ece295a7632 | 2025-05-07T09:23:33 | ai | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|info| desc=AI system model_inversion by dmosley No additional info | {
"geo_location": "Nigeria",
"device_hash": "6b811c796878d3769c3207ffd2f5f10e20c3fa9b8b51e5c940c46c3f2ccfe35b",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 6_1_6 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) CriOS/36.0.882.0 Mobile/76H498 Safari/533.0",
"session_id": "e921ddbe-01a6-4e4a-aeaf-4c8803... | dmosley | model_inversion | null | null | null | No additional info | AI system model_inversion by dmosley No additional info | null | null | null | null | null | null | null | null | null | null | null | model-99182ed5 | 473fa8d572c0b92812c6912c6d08b919 | 32f8715a77c02b0f88f630d0a61ea36f | null | null | null | null | null | null | null |
f59746ff-ad4f-47c1-ae27-f9e31ee3fb14 | 2025-03-24T00:40:43 | endpoint | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint memory_injection /reason/deep.txt by samanthamoss No additional info | {
"geo_location": "Grenada",
"device_hash": "d600157689f117dc12e8872f6e1802c96db154616e9238f80a2138edaa1453e5",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_4; rv:1.9.6.20) Gecko/5465-12-23 19:07:37 Firefox/12.0",
"session_id": "f73997fa-1893-40d4-8542-9deed49d5f03",
"risk_score": 50.73,
"con... | samanthamoss | memory_injection | /reason/deep.txt | 1,866 | svchost.exe | No additional info | Endpoint memory_injection /reason/deep.txt by samanthamoss No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3e937c4b-a130-4eb0-84b7-10a097c2d261 | 2025-06-26T06:36:57 | auth | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|info| desc=Auth bypass for camposstacey via password from 155.5.41.93 MITRE Technique: T1110.003 | {
"geo_location": "Azerbaijan",
"device_hash": "3b772a9f82097a202fb2b7e5d328aa41",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_6 rv:5.0; id-ID) AppleWebKit/535.34.1 (KHTML, like Gecko) Version/5.0.2 Safari/535.34.1",
"session_id": "c33bc968-65c0-4116-9b23-94f2700c83bf",
"risk_score": 27.5,
"c... | camposstacey | bypass | null | null | null | MITRE Technique: T1110.003 | Auth bypass for camposstacey via password from 155.5.41.93 MITRE Technique: T1110.003 | null | null | null | null | 155.5.41.93 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 4e:63:5a:63:0f:81 |
a4892675-ba3d-4cb6-9ff4-65c88fff810c | 2025-06-15T13:24:00 | network | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 10.198.119.111 to 10.206.67.131 No additional info | {
"geo_location": "Brazil",
"device_hash": "78e2583a27fd24639e2e8716d355d450d8139b4383da7642b387fc86916b164f",
"user_agent": "Opera/9.83.(X11; Linux i686; ti-ER) Presto/2.9.186 Version/11.00",
"session_id": "8e5a37d6-7463-476e-8b82-7d4729e5f0a3",
"risk_score": 29.6,
"confidence": 0.22
} | null | protocol_anomaly | null | null | null | No additional info | Network protocol_anomaly from 10.198.119.111 to 10.206.67.131 No additional info | null | null | null | null | 10.198.119.111 | 10.206.67.131 | null | null | null | null | null | null | null | null | null | null | TCP | 46,612 | null | null | null |
2fb764f9-4fa1-441c-8787-f80cdd324b7f | 2025-02-24T02:40:59 | auth | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|low| desc=Auth failed for tina38 via OAuth from 211.254.247.189 No additional info | {
"geo_location": "Malta",
"device_hash": "f91014ceffd4586436dbaf5b20979e5d3d299072",
"user_agent": "Opera/8.56.(Windows NT 10.0; cv-RU) Presto/2.9.163 Version/12.00",
"session_id": "68d82d23-a195-47b2-a66d-7961bcdd4178",
"risk_score": 71.98,
"confidence": 1
} | tina38 | failed | null | null | null | No additional info | Auth failed for tina38 via OAuth from 211.254.247.189 No additional info | null | null | null | null | 211.254.247.189 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 4b:22:6a:53:98:72 |
82e54fe1-bd25-4cad-ad29-729888ccb139 | 2025-03-02T20:24:09 | auth | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|low| desc=Auth success for millsbrittany via OAuth from 107.93.200.41 No additional info noise=behavior|perform|rather | {
"geo_location": "Guatemala",
"device_hash": "a7447a74e3249f8a1ca4dae985761ad454fad41254ce1643b647a62245e8b2f0",
"user_agent": "Opera/9.12.(Windows NT 5.01; hy-AM) Presto/2.9.184 Version/11.00",
"session_id": "62f5c295-afb5-4c12-bd50-5164bad2b6ba",
"risk_score": 95.58,
"confidence": 0.39
} | millsbrittany | success | null | null | null | No additional info | Auth success for millsbrittany via OAuth from 107.93.200.41 No additional info | null | null | null | null | 107.93.200.41 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 59:7c:40:3b:e6:b7 |
5755d4e2-5cf0-4f49-8ec0-68a36f2094c2 | 2025-01-12T22:23:32 | firewall | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall deny RDP traffic from 168.138.242.145:540 to 10.92.1.76:354 MITRE Technique: T1190 noise=blog | {
"geo_location": "India",
"device_hash": "d572d027eb06543a1530b963776474f0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.0; Trident/3.1)",
"session_id": "d253007e-a3b0-4d2a-99bd-830f968d0822",
"risk_score": 52.22,
"confidence": 0.5
} | null | deny | null | null | null | MITRE Technique: T1190 | Firewall deny RDP traffic from 168.138.242.145:540 to 10.92.1.76:354 MITRE Technique: T1190 | null | null | null | null | 168.138.242.145 | 10.92.1.76 | null | null | null | null | null | null | null | null | 540 | 354 | RDP | 436,038 | 2,750 | null | null |
48d008a5-ec64-4f44-ab00-2e90d3339744 | 2025-04-06T22:14:37 | ids_alert | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|high| desc=Trellix Alert: Living-off-the-Land detected from 83.33.178.45 targeting 15.185.210.146 No additional info noise=7D967A33 | {
"geo_location": "United States Virgin Islands",
"device_hash": "8a985f53039c441176e57e4f9f7c61fee7fd68fd",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/59.0.876.0 Safari/533.2",
"session_id": "7f918a1b-ec54-4ceb-96c9-b6aeeb451360",
"risk_score": 95.1,
"... | null | null | null | null | null | No additional info | Trellix Alert: Living-off-the-Land detected from 83.33.178.45 targeting 15.185.210.146 No additional info | null | null | null | null | 83.33.178.45 | 15.185.210.146 | Living-off-the-Land | SIG-6405 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
e3b68d3d-f50c-43d7-8565-7f69115e723f | 2025-05-28T18:49:26 | auth | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|high| desc=Auth timeout for frankthomas via biometric from 172.50.225.215 No additional info noise=5F401EE2 | {
"geo_location": "Romania",
"device_hash": "dcf59585e61498b60703a93cb139fa9027b35f7b",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/2588-06-19 08:02:36 Firefox/3.8",
"session_id": "c64eb8b8-7d0d-4490-b5c1-01d9e0f9e678",
"risk_score": 27.21,
"confidence": 0.37
} | frankthomas | timeout | null | null | null | No additional info | Auth timeout for frankthomas via biometric from 172.50.225.215 No additional info | {
"baseline_deviation": 1.92,
"entropy": 2.14,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 172.50.225.215 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | a1:47:a7:ee:14:2f |
d9d04856-4991-4ebb-9df3-262175acdccd | 2025-02-15T09:41:25 | iot | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor unusual_activity No additional info | {
"geo_location": "Guatemala",
"device_hash": "531856158ad2a1c3f1035cdba601cb51f6891a144600a871652fa103d702f4f3",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/533.29.4 (KHTML, like Gecko) Version/4.1 Safari/533.29.4",
"session_id": "70d96df3-46ee-408c-a6ea-a03e3058f4db",
"risk_... | null | unusual_activity | null | null | null | No additional info | IoT device Sensor unusual_activity No additional info | {
"baseline_deviation": 2.79,
"entropy": 4.6,
"frequency_anomaly": false,
"sequence_anomaly": false
} | Sensor | iot-a259745b | 2.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e20df854-c5cc-4ae5-b06e-5d50ece98be1 | 2025-03-13T06:53:31 | network | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 115.128.9.46 to 187.205.253.237 Associated Threat Actor: FIN7 noise=tags/blog | {
"geo_location": "Somalia",
"device_hash": "82f7aa0fe40832f2343f5f98f3ac0d3657c64333",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_9 rv:4.0; km-KH) AppleWebKit/535.2.3 (KHTML, like Gecko) Version/4.0.1 Safari/535.2.3",
"session_id": "1621f118-411d-42ed-bc3f-92ea7021f5c9",
"risk_score": 59.1... | null | disconnection | null | null | null | Associated Threat Actor: FIN7 | Network disconnection from 115.128.9.46 to 187.205.253.237 Associated Threat Actor: FIN7 | null | null | null | null | 115.128.9.46 | 187.205.253.237 | null | null | null | null | null | null | null | null | null | null | HTTP | 486,420 | null | null | null |
386f1dc6-0077-4d75-98d6-bc765519341b | 2025-03-09T20:38:53 | ids_alert | Vectra AI v5.0.0 | emergency | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Vectra AI Alert: Fileless Attack detected from 208.81.79.72 targeting 217.183.60.61 No additional info | {
"geo_location": "Luxembourg",
"device_hash": "36f39743f3ef83cde3cf544c752666f4",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_8; rv:1.9.3.20) Gecko/6991-04-09 02:13:47 Firefox/5.0",
"session_id": "7eddeef3-7366-40a0-97b0-e63d7914072f",
"risk_score": 64.88,
"confidence": 0.8
} | null | null | null | null | null | No additional info | Vectra AI Alert: Fileless Attack detected from 208.81.79.72 targeting 217.183.60.61 No additional info | null | null | null | null | 208.81.79.72 | 217.183.60.61 | Fileless Attack | SIG-9494 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
fd7d5874-2ffa-4ded-8c1f-445d10eed65d | 2025-02-15T14:45:13 | endpoint | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint driver_load him by dfisher MITRE Technique: T1547.001 noise=7E26CA42 | {
"geo_location": "China",
"device_hash": "d207b66ddb7a6864e7be293cd80f8223ad0d1f9b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 95; Trident/4.1)",
"session_id": "60c4eec8-8554-41c0-b76e-162f42a20826",
"risk_score": 37.66,
"confidence": 0.3
} | dfisher | driver_load | him | 5,497 | explorer.exe | MITRE Technique: T1547.001 | Endpoint driver_load him by dfisher 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 |
0e2949ea-cb1a-4cde-b83b-a6c992289bf8 | 2025-06-20T19:21:48 | firewall | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only HTTP traffic from 109.190.233.233:762 to 87.150.15.100:17339 MITRE Technique: T1574.002 noise=give|line|including | {
"geo_location": "Kuwait",
"device_hash": "2795aa59e1bf0057e7fc470559dfa6c7",
"user_agent": "Mozilla/5.0 (Android 4.4.1; Mobile; rv:29.0) Gecko/29.0 Firefox/29.0",
"session_id": "9d426aae-40e4-4684-b45d-d666244571f5",
"risk_score": 28.26,
"confidence": 0.9
} | null | log-only | null | null | null | MITRE Technique: T1574.002 | Firewall log-only HTTP traffic from 109.190.233.233:762 to 87.150.15.100:17339 MITRE Technique: T1574.002 | null | null | null | null | 109.190.233.233 | 87.150.15.100 | null | null | null | null | null | null | null | null | 762 | 17,339 | HTTP | 509,335 | 2,959 | null | null |
3837b398-8904-4dd1-bd5e-0dc0c94c8724 | 2025-06-12T01:49:36 | iot | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|info| desc=IoT device Medical sensor_spoofing MITRE Technique: T1547.001 | {
"geo_location": "Martinique",
"device_hash": "034dcd6bc4dfdb1c24eb6f65a9c0ace339adecdde10b29170f3959f88d217b48",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.1; Trident/3.0)",
"session_id": "a4ea45e3-c327-430c-b654-19ef21fdf9fb",
"risk_score": 23.86,
"confidence": 0.23
} | null | sensor_spoofing | null | null | null | MITRE Technique: T1547.001 | IoT device Medical sensor_spoofing MITRE Technique: T1547.001 | null | Medical | iot-983d3592 | 9.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d9af3c90-910d-40a9-a92e-8ec6221b16e8 | 2025-06-20T13:44:44 | firewall | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|medium| desc=Firewall allow TCP traffic from 197.195.13.86:334 to 171.141.156.239:473 Associated Threat Actor: Conti | {
"geo_location": "Maldives",
"device_hash": "e1fb42d822045537c03c840ef2f26949f18161ef7ce3818b6444081db36cdc27",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_0; rv:1.9.6.20) Gecko/9687-09-01 11:26:28 Firefox/15.0",
"session_id": "5bb41863-7aa5-4967-81e6-90d4bc119633",
"risk_score": 25.03,
"... | null | allow | null | null | null | Associated Threat Actor: Conti | Firewall allow TCP traffic from 197.195.13.86:334 to 171.141.156.239:473 Associated Threat Actor: Conti | null | null | null | null | 197.195.13.86 | 171.141.156.239 | null | null | null | null | null | null | null | null | 334 | 473 | TCP | 149,825 | 1,085 | null | null |
4b9925ba-cb7d-4955-8ce5-1590900968e4 | 2025-04-19T12:52:11 | endpoint | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|critical| desc=Endpoint file_access first by eedwards MITRE Technique: T1071.001 | {
"geo_location": "Russia",
"device_hash": "89dcd96d1520986e160e8b201cdf858c30e6db11ebe3ed011e7fb8e02531a3e0",
"user_agent": "Opera/8.16.(X11; Linux i686; cy-GB) Presto/2.9.186 Version/10.00",
"session_id": "1729fbcc-8540-4279-8d7c-99037ae9f4fd",
"risk_score": 62.96,
"confidence": 0.53
} | eedwards | file_access | first | 1,746 | explorer.exe | MITRE Technique: T1071.001 | Endpoint file_access first by eedwards MITRE Technique: T1071.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d0800f66-6c50-49b7-adfc-b65e37e55c9f | 2025-05-05T14:30:45 | ids_alert | Vectra AI v5.0.0 | emergency | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Vectra AI Alert: Zero-Day Exploit detected from 168.217.113.212 targeting 212.147.40.127 MITRE Technique: T1547.001 noise=skill|after|soon | {
"geo_location": "Svalbard & Jan Mayen Islands",
"device_hash": "3c00d2d43acd82c4c55052b7ef505585",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/8440-04-23 10:23:43 Firefox/3.8",
"session_id": "928c244f-f3be-4b4d-83ac-c4804bef0080",
"risk_score": 36.76,
"confidence": 0.81
} | null | null | null | null | null | MITRE Technique: T1547.001 | Vectra AI Alert: Zero-Day Exploit detected from 168.217.113.212 targeting 212.147.40.127 MITRE Technique: T1547.001 | null | null | null | null | 168.217.113.212 | 212.147.40.127 | Zero-Day Exploit | SIG-7289 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
d1184c66-6ebc-497f-9408-57f9982d931a | 2025-03-05T13:19:07 | endpoint | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint memory_injection /task/garden.mp4 by justin34 MITRE Technique: T1059.005 | Associated Threat Actor: APT37 | {
"geo_location": "Wallis and Futuna",
"device_hash": "f49600b8e1eb742ec4546c25e232e6669458abcd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/3.0)",
"session_id": "252fc5cf-dbe4-4590-8ee1-78d3f927fe1c",
"risk_score": 34.8,
"confidence": 0.62
} | justin34 | memory_injection | /task/garden.mp4 | 1,554 | powershell.exe | MITRE Technique: T1059.005 | Associated Threat Actor: APT37 | Endpoint memory_injection /task/garden.mp4 by justin34 MITRE Technique: T1059.005 | Associated Threat Actor: APT37 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5878e618-1cff-4aa4-b5a5-33d2900919c8 | 2025-04-27T08:45:21 | auth | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|info| desc=Auth challenge for willismichael via key from 4.65.91.243 MITRE Technique: T1204.002 | {
"geo_location": "Argentina",
"device_hash": "9c81959ab5b000b8f919a979219d1f381ffd2e6c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; gv-GB) AppleWebKit/535.47.2 (KHTML, like Gecko) Version/3.0.5 Mobile/8B116 Safari/6535.47.2",
"session_id": "a7852ad6-b8dc-4c49-ae70-cefb4d0081d4",
"r... | willismichael | challenge | null | null | null | MITRE Technique: T1204.002 | Auth challenge for willismichael via key from 4.65.91.243 MITRE Technique: T1204.002 | {
"baseline_deviation": 2.96,
"entropy": 6.97,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 4.65.91.243 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 87:3d:86:52:d9:e5 |
ad8142cf-307e-4811-92a6-fb5201b7eafd | 2025-05-10T21:41:54 | ids_alert | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|low| desc=Trellix Alert: DNS Tunneling detected from 63.249.5.77 targeting 223.134.34.101 Unconventional IOC: GPU memory artifacts noise=U29sZGllci4= | {
"geo_location": "Chile",
"device_hash": "3afb3c7616d6285730234443637d5dca2acbf3853b7634835d99ac55383fbe92",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/58.0.859.0 Safari/533.2",
"session_id": "d67b47e7-c8d0-4aec-9242-d65129ca01d6",
"risk_score": 30.15,
"conf... | null | null | null | null | null | Unconventional IOC: GPU memory artifacts | Trellix Alert: DNS Tunneling detected from 63.249.5.77 targeting 223.134.34.101 Unconventional IOC: GPU memory artifacts | null | null | null | null | 63.249.5.77 | 223.134.34.101 | DNS Tunneling | SIG-1630 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
f0625148-3269-4b2e-9a6b-3a5240a4e24a | 2025-07-03T19:09:55 | iot | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical unusual_activity No additional info | {
"geo_location": "Ghana",
"device_hash": "13bc67fda776a25609b51a7a3e30d4aa",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_3 rv:2.0; tr-TR) AppleWebKit/533.15.2 (KHTML, like Gecko) Version/5.1 Safari/533.15.2",
"session_id": "5ae89172-362e-4588-be02-c1c8c91ab4fa",
"risk_score": 38.82,
"confid... | null | unusual_activity | null | null | null | No additional info | IoT device Medical unusual_activity No additional info | null | Medical | iot-b916afff | 9.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7d3bd886-f105-4ed1-b7da-be30f8ef7d79 | 2025-03-29T15:44:36 | ids_alert | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|critical| desc=Vectra AI Alert: SQL Injection detected from 174.223.142.53 targeting 10.12.116.121 No additional info | {
"geo_location": "Cuba",
"device_hash": "b0f301fc87f16c0a9e5674f4a84f09c986a5f3f1",
"user_agent": "Opera/9.41.(X11; Linux i686; kok-IN) Presto/2.9.176 Version/11.00",
"session_id": "0e287b9c-e48a-4061-b5a8-7817020292c7",
"risk_score": 56.37,
"confidence": 0.34
} | null | null | null | null | null | No additional info | Vectra AI Alert: SQL Injection detected from 174.223.142.53 targeting 10.12.116.121 No additional info | null | null | null | null | 174.223.142.53 | 10.12.116.121 | SQL Injection | SIG-7605 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
a3fa34fc-4d2c-406d-a7fd-dfdb8a6538af | 2025-01-29T19:28:05 | cloud | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in AWS by floresdavid MITRE Technique: T1486 | {
"geo_location": "Rwanda",
"device_hash": "3222ea41e2e3275bdb12ecc32a95d6525799bdd7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/3.0)",
"session_id": "7e261c1c-f467-4303-a1b5-794afc6d986b",
"risk_score": 51.53,
"confidence": 0.76
} | floresdavid | shadow_it | null | null | null | MITRE Technique: T1486 | Cloud shadow_it in AWS by floresdavid MITRE Technique: T1486 | null | null | null | null | null | null | null | null | null | AWS | res-761a9e07 | null | null | null | null | null | null | null | null | null | null |
84ea4453-df58-465b-8636-25326ec4de6d | 2025-04-14T04:49:26 | ids_alert | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|low| desc=AlienVault Alert: Living-off-the-Land detected from 188.152.32.209 targeting 10.160.243.160 MITRE Technique: T1071.001 | {
"geo_location": "Saint Vincent and the Grenadines",
"device_hash": "f8527a96cdf722c99b8baa49472e7eaf8207795e",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/2696-03-03 04:27:19 Firefox/3.6.14",
"session_id": "7888a33e-3d3a-4524-a90c-b5dc08ee38f8",
"risk_score": 67.57,
"confidence": 0.48
... | null | null | null | null | null | MITRE Technique: T1071.001 | AlienVault Alert: Living-off-the-Land detected from 188.152.32.209 targeting 10.160.243.160 MITRE Technique: T1071.001 | null | null | null | null | 188.152.32.209 | 10.160.243.160 | Living-off-the-Land | SIG-7267 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
5460901b-77ed-4c6f-bdb1-94bcdf74cc0b | 2025-05-05T16:22:18 | iot | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|info| desc=IoT device Camera firmware_update No additional info | {
"geo_location": "Russian Federation",
"device_hash": "8caf4488ccef2ad612720093408b8eca",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_8 rv:4.0; yo-NG) AppleWebKit/532.41.1 (KHTML, like Gecko) Version/4.0.4 Safari/532.41.1",
"session_id": "b97f2f29-f78d-45d2-b575-233661fe74f4",
"risk_score": 6... | null | firmware_update | null | null | null | No additional info | IoT device Camera firmware_update No additional info | null | Camera | iot-6ee1b2ea | 1.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b80c0ab2-ba67-43ad-a257-5fdd255bd340 | 2025-06-06T18:35:28 | ids_alert | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|high| desc=Zeek Alert: Cloud API Abuse detected from 86.198.180.184 targeting 34.35.222.252 No additional info noise=TGF0ZXIu | {
"geo_location": "Hong Kong",
"device_hash": "f7e2b2a95d8cf5a27bab7f7b675d09101365d0968a1407bef6443a2520eaff58",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90; ht-HT; rv:1.9.0.20) Gecko/6732-03-29 23:01:54 Firefox/3.8",
"session_id": "5b5a8217-f53a-4cb8-bc7f-1f059c37f149",
"risk_score": 79.49,
"confi... | null | null | null | null | null | No additional info | Zeek Alert: Cloud API Abuse detected from 86.198.180.184 targeting 34.35.222.252 No additional info | null | null | null | null | 86.198.180.184 | 34.35.222.252 | Cloud API Abuse | SIG-5850 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
77fbb678-a4ef-4f3b-bcf1-31c8de9c2def | 2025-02-13T04:42:24 | ids_alert | Elastic SIEM v8.9.0 | emergency | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|emergency| desc=Elastic SIEM Alert: Port Scan detected from 13.49.157.250 targeting N/A MITRE Technique: T1204.002 | {
"geo_location": "Barbados",
"device_hash": "03651ee76a8277ac2ae312ae6328ada1cbab7f04",
"user_agent": "Opera/8.38.(X11; Linux i686; ug-CN) Presto/2.9.190 Version/10.00",
"session_id": "0a9404f9-f809-4ed1-99dd-57f2f1d6f9fe",
"risk_score": 62.43,
"confidence": 0.49
} | null | null | null | null | null | MITRE Technique: T1204.002 | Elastic SIEM Alert: Port Scan detected from 13.49.157.250 targeting N/A MITRE Technique: T1204.002 | null | null | null | null | 13.49.157.250 | N/A | Port Scan | SIG-6005 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
70617b2a-8cc4-42ee-a5dd-11ab2a22a02d | 2025-02-09T17:25:25 | cloud | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|low| desc=Cloud crypto_mining in AWS by pamela36 No additional info | {
"geo_location": "Suriname",
"device_hash": "26626128995161d661391f103456d6c28c6557ec8086956eb1c320b6a152417b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/531.36.1 (KHTML, like Gecko) Version/4.1 Safari/531.36.1",
"session_id": "5fdc9582-84f7-44f0-a398-3e98c70269eb",
"risk_score": 90.37,... | pamela36 | crypto_mining | null | null | null | No additional info | Cloud crypto_mining in AWS by pamela36 No additional info | null | null | null | null | null | null | null | null | null | AWS | res-d373d442 | null | null | null | null | null | null | null | null | null | null |
b661bd35-cb1d-42bc-9fc7-f6c6133665d6 | 2025-05-04T23:53:40 | ai | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by danaedwards MITRE Technique: T1059.001 | {
"geo_location": "Algeria",
"device_hash": "8ad85a29d01483e6b498cc7824cf158f4cc40231",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; as-IN) AppleWebKit/531.24.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6531.24.3",
"session_id": "454faa41-a3e9-4d48-8a08-750e83e45456",
"ris... | danaedwards | fine_tuning | null | null | null | MITRE Technique: T1059.001 | AI system fine_tuning by danaedwards MITRE Technique: T1059.001 | null | null | null | null | null | null | null | null | null | null | null | model-b4c32208 | 02d8e70dad02da93bb469b2dfe2df2f89674a3fd | 1c7143b64622dea5ee852297acc284d83c546691 | null | null | null | null | null | null | null |
40ceeaae-d669-4da0-9348-26987be2bd43 | 2027-01-31T10:29:13 | endpoint | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_start /rule/store.mp4 by christophersmith No additional info noise=A76D2CA6 | {
"geo_location": "Isle of Man",
"device_hash": "c3e7dd86c8996b55ef074fd9b6e863aa2e83b03f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 95; Trident/5.0)",
"session_id": "2236ac34-31df-4f17-b4e6-0ff2aed208e3",
"risk_score": 27.67,
"confidence": 0.19
} | christophersmith | process_start | /rule/store.mp4 | 3,754 | explorer.exe | No additional info | Endpoint process_start /rule/store.mp4 by christophersmith No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bac6e230-1ce6-428a-96bc-9aa5e0ecc0ce | 2025-05-05T01:13:45 | cloud | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud instance_creation in OCI by mayskelly MITRE Technique: T1078.004 | {
"geo_location": "Antigua and Barbuda",
"device_hash": "accece633b4f2e542dc54c71c11ca820",
"user_agent": "Mozilla/5.0 (Android 4.1.1; Mobile; rv:12.0) Gecko/12.0 Firefox/12.0",
"session_id": "2ffcbf55-249e-4dc5-a04f-56ba851ea3e6",
"risk_score": 11.97,
"confidence": 0.97
} | mayskelly | instance_creation | null | null | null | MITRE Technique: T1078.004 | Cloud instance_creation in OCI by mayskelly MITRE Technique: T1078.004 | null | null | null | null | null | null | null | null | null | OCI | res-a91965f2 | null | null | null | null | null | null | null | null | null | null |
a89e895e-012f-4176-81a1-93823b547b8a | 2025-07-01T18:13:12 | auth | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth failed for mary50 via passwordless from 69.3.252.246 MITRE Technique: T1053.005 | {
"geo_location": "Mayotte",
"device_hash": "ec73955613b0a1faa9b37d2a62a7dfdb8b06c253",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/534.8.7 (KHTML, like Gecko) Version/5.0.4 Safari/534.8.7",
"session_id": "e442d56f-2807-4704-b1ad-03c98ae3a91b",
"risk_score": 70.18,
"confidence": 0.53... | mary50 | failed | null | null | null | MITRE Technique: T1053.005 | Auth failed for mary50 via passwordless from 69.3.252.246 MITRE Technique: T1053.005 | null | null | null | null | 69.3.252.246 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 21:d5:af:26:d7:f7 |
812df3d2-b11d-4ee0-a113-2d0e0c24b8ce | 2025-02-03T12:31:15 | ids_alert | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|critical| desc=Palo Alto Cortex Alert: Supply Chain Compromise detected from 59.60.31.183 targeting 164.160.150.197 Associated Threat Actor: REvil | {
"geo_location": "Tanzania",
"device_hash": "f3b5c224f79cf2ed0bb26bff3c6f773f9a0dfca2",
"user_agent": "Opera/8.13.(Windows NT 5.0; bho-IN) Presto/2.9.185 Version/10.00",
"session_id": "c3a5ffe5-05c3-4f22-8636-fbf997fab26a",
"risk_score": 28.91,
"confidence": 0.77
} | null | null | null | null | null | Associated Threat Actor: REvil | Palo Alto Cortex Alert: Supply Chain Compromise detected from 59.60.31.183 targeting 164.160.150.197 Associated Threat Actor: REvil | null | null | null | null | 59.60.31.183 | 164.160.150.197 | Supply Chain Compromise | SIG-7329 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
21232b8d-c6b1-4b84-9c84-68a653f54f07 | 2025-04-28T03:53:47 | endpoint | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|low| desc=Endpoint service_install /benefit/discuss.avi by taylor30 MITRE Technique: T1110.003 | {
"geo_location": "United States Minor Outlying Islands",
"device_hash": "305e6850c8cf218ba459e56067e8c2fee0f094a6",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/535.33.1 (KHTML, like Gecko) Version/4.0.3 Safari/535.33.1",
"session_id": "bcffa412-f73f-43c5-a233-8fa0bffb5730",
"risk_score": ... | taylor30 | service_install | /benefit/discuss.avi | 2,514 | cmd.exe | MITRE Technique: T1110.003 | Endpoint service_install /benefit/discuss.avi by taylor30 MITRE Technique: T1110.003 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3b4f42e3-028c-4e24-ad95-959254d9caa8 | 2025-06-05T06:51:17 | endpoint | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint scheduled_task /able/dog.xls by wrightamy MITRE Technique: T1059.005 | {
"geo_location": "Palestinian Territory",
"device_hash": "f34e51c0e47a0add20cbd96cd86232a8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Trident/4.1)",
"session_id": "0b0015bc-0ae0-4cca-8775-3ccfadf8b6f1",
"risk_score": 64.02,
"confidence": 0.71
} | wrightamy | scheduled_task | /able/dog.xls | 6,578 | powershell.exe | MITRE Technique: T1059.005 | Endpoint scheduled_task /able/dog.xls by wrightamy MITRE Technique: T1059.005 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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