event_id stringlengths 36 36 | timestamp timestamp[s]date 2020-07-12 21:38:20 2030-07-10 06:49:21 | event_type stringclasses 8 values | source stringclasses 20 values | severity stringclasses 6 values | raw_log stringlengths 91 282 | advanced_metadata dict | src_ip stringlengths 8 15 ⌀ | dst_ip stringlengths 3 15 ⌀ | alert_type stringclasses 17 values | signature_id stringlengths 8 8 ⌀ | category stringclasses 5 values | additional_info stringlengths 18 148 | description stringlengths 45 225 | action stringclasses 55 values | bytes int64 105 1,000k ⌀ | protocol stringclasses 10 values | user stringlengths 3 22 ⌀ | object stringlengths 1 32 ⌀ | process_id int64 100 10k ⌀ | parent_process stringclasses 4 values | behavioral_analytics dict | device_type stringclasses 5 values | device_id stringlengths 12 12 ⌀ | firmware_version stringclasses 100 values | src_port int64 1 65.5k ⌀ | dst_port int64 1 65.5k ⌀ | duration int64 1 3.6k ⌀ | method stringclasses 7 values | mac_address stringlengths 17 17 ⌀ | model_id stringlengths 14 14 ⌀ | input_hash stringlengths 32 64 ⌀ | output_hash stringlengths 32 64 ⌀ | cloud_service stringclasses 5 values | resource_id stringlengths 12 12 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
de1695ac-ccd5-4620-9f27-d1ad7b38defe | 2025-06-23T02:11:50 | cloud | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud instance_creation in AWS by clandry No additional info | {
"geo_location": "United Arab Emirates",
"device_hash": "1a4b6f81683b4d27bac849d39a9b88305f6b85ec84af00261b1c09d772d9d4d9",
"user_agent": "Opera/9.84.(X11; Linux i686; ku-TR) Presto/2.9.186 Version/11.00",
"session_id": "8787fec8-5642-47dd-8e12-342eedd0dc47",
"risk_score": 69.3,
"confidence": 0.6
} | null | null | null | null | null | No additional info | Cloud instance_creation in AWS by clandry No additional info | instance_creation | null | null | clandry | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-91bcdf77 |
fdacd5db-250e-4ae3-b875-47b209fd6708 | 2025-03-04T17:17:08 | firewall | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow HTTPS traffic from 99.191.174.37:619 to 219.78.167.190:306 Geo anomaly: Impossible travel detected | {
"geo_location": "Seychelles",
"device_hash": "7c863452c57594a41594e586cbfc29917a9a5fe0de5ef366e1122a7f49564c25",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_1_2 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) CriOS/15.0.862.0 Mobile/33R856 Safari/535.1",
"session_id": "0ee8c29d-9f34-4062-a2b4-539a64d97a82",
"risk_score": 35.08,
"confidence": 0.35
} | 99.191.174.37 | 219.78.167.190 | null | null | null | Geo anomaly: Impossible travel detected | Firewall allow HTTPS traffic from 99.191.174.37:619 to 219.78.167.190:306 Geo anomaly: Impossible travel detected | allow | 54,122 | HTTPS | null | null | null | null | null | null | null | null | 619 | 306 | 2,535 | null | null | null | null | null | null | null |
52f1cda7-f4ee-4647-b450-20e2956da846 | 2025-07-05T05:57:48 | network | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 182.104.52.141 to 188.168.177.5 MITRE Technique: T1078.004 | {
"geo_location": "Guyana",
"device_hash": "d39712292a52235330ee53a3b5aeb1de250c78da",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; cmn-TW) AppleWebKit/532.22.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B116 Safari/6532.22.1",
"session_id": "b73d1436-3e7f-47c0-9f37-682be3d4671b",
"risk_score": 58.81,
"confidence": 0.41
} | 182.104.52.141 | 188.168.177.5 | null | null | null | MITRE Technique: T1078.004 | Network data_exfiltration from 182.104.52.141 to 188.168.177.5 MITRE Technique: T1078.004 | data_exfiltration | 430,921 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
67886d9a-70c5-45f1-8f6b-90ac58793308 | 2025-01-19T23:59:18 | auth | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|info| desc=Auth challenge for wrighttaylor via SAML from 9.79.128.172 MITRE Technique: T1053.005 noise=C61969DA | {
"geo_location": "Puerto Rico",
"device_hash": "7b3cf0ff8e9fe10d5ebdec255e6644de0d1891799c61b8ac7e7d853b2093d0fa",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Trident/3.1)",
"session_id": "fe493881-43af-412d-af3f-02c572e491a5",
"risk_score": 69.62,
"confidence": 0.07
} | 9.79.128.172 | null | null | null | null | MITRE Technique: T1053.005 | Auth challenge for wrighttaylor via SAML from 9.79.128.172 MITRE Technique: T1053.005 | challenge | null | null | wrighttaylor | null | null | null | null | null | null | null | null | null | null | SAML | 94:6b:a8:00:4d:8e | null | null | null | null | null |
1a690f9f-5603-4db7-94b4-8d447dc38736 | 2025-02-20T10:44:59 | auth | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|info| desc=Auth success for twheeler via password from 34.68.50.1 MITRE Technique: T1059.001 | Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Mongolia",
"device_hash": "7070e4931a6d8e7f896fa24112dbc2e0",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_0) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/43.0.889.0 Safari/531.2",
"session_id": "73842d74-a103-4544-b33a-4f2bc7f47acb",
"risk_score": 35.18,
"confidence": 0.56
} | 34.68.50.1 | null | null | null | null | MITRE Technique: T1059.001 | Unconventional IOC: Unusual DNS TXT records | Auth success for twheeler via password from 34.68.50.1 MITRE Technique: T1059.001 | Unconventional IOC: Unusual DNS TXT records | success | null | null | twheeler | null | null | null | null | null | null | null | null | null | null | password | 7b:52:3c:04:78:72 | null | null | null | null | null |
bc331954-d4dd-4c0b-ae82-789ba1ef9da0 | 2025-05-18T13:56:33 | endpoint | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint service_install kid by jamesgriffith No additional info | {
"geo_location": "Bangladesh",
"device_hash": "aa998ee61d59ce2c3dfab4afa959c226",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) CriOS/31.0.801.0 Mobile/32B812 Safari/534.2",
"session_id": "10974794-e51e-45de-97b5-26fb6562deed",
"risk_score": 33,
"confidence": 0.03
} | null | null | null | null | null | No additional info | Endpoint service_install kid by jamesgriffith No additional info | service_install | null | null | jamesgriffith | kid | 5,517 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0bd06b3d-f233-4b12-88ae-deaa91a9b930 | 2025-01-12T13:10:47 | endpoint | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_stop camera by christinavargas MITRE Technique: T1110.003 | {
"geo_location": "Cambodia",
"device_hash": "cf1c1f25d0841d8bd67a5aaba335b481",
"user_agent": "Opera/8.24.(Windows CE; ru-RU) Presto/2.9.166 Version/12.00",
"session_id": "b5848bba-e760-4754-8f68-438c78e82b58",
"risk_score": 0.56,
"confidence": 0.14
} | null | null | null | null | null | MITRE Technique: T1110.003 | Endpoint process_stop camera by christinavargas MITRE Technique: T1110.003 | process_stop | null | null | christinavargas | camera | 6,940 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9efb5bc4-1934-474e-b920-45a12f5b260e | 2025-06-28T15:38:25 | cloud | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|low| desc=Cloud storage_access in Azure by susanwebster MITRE Technique: T1134.001 | {
"geo_location": "Micronesia",
"device_hash": "e6e696bd38c9fe1a044beb5ed23cec3c",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/531.50.5 (KHTML, like Gecko) Version/5.0.5 Safari/531.50.5",
"session_id": "dee1027a-1684-4f9e-8ad5-0b9477b0fd96",
"risk_score": 58.07,
"confidence": 0.41
} | null | null | null | null | null | MITRE Technique: T1134.001 | Cloud storage_access in Azure by susanwebster MITRE Technique: T1134.001 | storage_access | null | null | susanwebster | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-64b02605 |
67dbcd7c-1f12-4c44-af5d-8dc5fa4eeb83 | 2025-04-22T01:41:09 | ai | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|low| desc=AI system training_data_poisoning by grahambradley No additional info | {
"geo_location": "Ecuador",
"device_hash": "ed850822745926b7999a67eb16dc01d4",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; nl-BE) AppleWebKit/531.17.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6531.17.6",
"session_id": "c0f452a6-dfc5-4dba-a128-33c10b3decef",
"risk_score": 58.29,
"confidence": 0.6
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by grahambradley No additional info | training_data_poisoning | null | null | grahambradley | null | null | null | null | null | null | null | null | null | null | null | null | model-75a25169 | 4ebf2e6388621644ed28b5c90f885ba9cca74c3f1e4700480fab8ceed6520de3 | 779fe47d6c25d03b09492b2f10f5dce199a15cf6 | null | null |
50b13eef-00b9-4b15-9fe6-03e7cfc317c7 | 2025-06-10T09:37:37 | iot | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC side_channel MITRE Technique: T1190 | Associated Threat Actor: Mustang Panda | {
"geo_location": "Ecuador",
"device_hash": "90cc6f82d3f3f48d6c009fbd3d7f2cac7e234ea2",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/37.0.891.0 Safari/536.0",
"session_id": "222e00bb-2833-4bc1-93c5-b275b7c5b685",
"risk_score": 51.51,
"confidence": 0.75
} | null | null | null | null | null | MITRE Technique: T1190 | Associated Threat Actor: Mustang Panda | IoT device HVAC side_channel MITRE Technique: T1190 | Associated Threat Actor: Mustang Panda | side_channel | null | null | null | null | null | null | null | HVAC | iot-ac7e5f59 | 1.2 | null | null | null | null | null | null | null | null | null | null |
f6c6cdd4-432c-403d-bca9-3e2ce6a305b6 | 2025-01-16T23:36:19 | iot | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC side_channel No additional info | {
"geo_location": "Samoa",
"device_hash": "d61f209bd1f2e261af9a29b59b854acf22eb62ec3a8792b06102a2fc6c7d568e",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/2774-11-15 16:52:31 Firefox/3.6.4",
"session_id": "f09ca48f-971c-489a-b889-d68bf8329ea1",
"risk_score": 54.79,
"confidence": 0.47
} | null | null | null | null | null | No additional info | IoT device HVAC side_channel No additional info | side_channel | null | null | null | null | null | null | null | HVAC | iot-c6352f83 | 4.1 | null | null | null | null | null | null | null | null | null | null |
2cd73c67-70c8-4a86-94a1-efa9d7c57ad7 | 2025-05-09T17:22:10 | cloud | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in Azure by edwardschristine MITRE Technique: T1059.005 | {
"geo_location": "Argentina",
"device_hash": "212fa3d5a10a0f609650b2d9fad7ab88be9504c6",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_7; rv:1.9.2.20) Gecko/8200-01-09 07:17:51 Firefox/3.6.8",
"session_id": "d5ca9fc2-49d6-4476-a2a0-d0032574924f",
"risk_score": 38.33,
"confidence": 0.99
} | null | null | null | null | null | MITRE Technique: T1059.005 | Cloud crypto_mining in Azure by edwardschristine MITRE Technique: T1059.005 | crypto_mining | null | null | edwardschristine | null | null | null | {
"baseline_deviation": 2,
"entropy": 5.9,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | Azure | res-58c37531 |
ab1c61c0-200b-4f3f-afd8-1fdb54643cf1 | 2025-06-19T11:48:40 | ids_alert | FireEye HX v4.5.0 | emergency | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|emergency| desc=FireEye HX Alert: XSS detected from 10.80.30.151 targeting 55.65.104.34 Unconventional IOC: Quantum random number deviations | {
"geo_location": "Netherlands Antilles",
"device_hash": "5807b003b915d7a0b22db5589507eaa036abab2a",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_7 rv:6.0; ps-AF) AppleWebKit/533.21.4 (KHTML, like Gecko) Version/5.1 Safari/533.21.4",
"session_id": "cb51ef69-3a70-452e-89b7-7efa6d7efc3e",
"risk_score": 29.6,
"confidence": 0.68
} | 10.80.30.151 | 55.65.104.34 | XSS | SIG-2883 | Malware | Unconventional IOC: Quantum random number deviations | FireEye HX Alert: XSS detected from 10.80.30.151 targeting 55.65.104.34 Unconventional IOC: Quantum random number deviations | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
daa082d8-5549-4bbd-b79d-cb90a6ce6241 | 2025-06-26T11:54:09 | ai | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|critical| desc=AI system api_abuse by moorebrian No additional info noise=QmVoaW5kLg== | {
"geo_location": "Monaco",
"device_hash": "5f8a2ae75240efb4bd12c29cec7b40bd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.0; Trident/5.1)",
"session_id": "23f687ff-2587-45ff-8b9b-1a0c04024278",
"risk_score": 55.44,
"confidence": 0.87
} | null | null | null | null | null | No additional info | AI system api_abuse by moorebrian No additional info | api_abuse | null | null | moorebrian | null | null | null | {
"baseline_deviation": 0.79,
"entropy": 7.06,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | model-6d2cc586 | e27a37c9a5e0615a9e6694902bdb3c02fc4c3a18 | 72d6e050b9e377230b800f7af8f4d337 | null | null |
3b43c386-93f2-4f7a-81f4-7e64a0d40bab | 2030-05-28T02:05:11 | endpoint | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|info| desc=Endpoint driver_load western by wandajones MITRE Technique: T1190 | {
"geo_location": "Burundi",
"device_hash": "8cd824dd750dbe7a3c43beb3e2c02259e0d8806aa4694a486bc579c874be16f9",
"user_agent": "Opera/9.21.(Windows 98; Win 9x 4.90; dz-BT) Presto/2.9.163 Version/11.00",
"session_id": "9fb3f1ef-a7f3-4c53-a7fa-d8e3e4dc361b",
"risk_score": 13.82,
"confidence": 0.33
} | null | null | null | null | null | MITRE Technique: T1190 | Endpoint driver_load western by wandajones MITRE Technique: T1190 | driver_load | null | null | wandajones | western | 9,643 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
90162ef3-a3d5-4cd9-9cce-163274312e07 | 2025-05-05T01:46:51 | firewall | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|info| desc=Firewall inspect SMB traffic from 106.101.223.191:199 to 10.125.120.158:583 MITRE Technique: T1204.002 noise=SW1hZ2luZS4= | {
"geo_location": "Panama",
"device_hash": "9ff5e03781e199194ab20daac50ca2b0fb20ebe247d47a18b1875639d1a74874",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/4.1)",
"session_id": "3340cc98-9c38-4101-8c00-ebe1bbe3c280",
"risk_score": 34.51,
"confidence": 0.65
} | 106.101.223.191 | 10.125.120.158 | null | null | null | MITRE Technique: T1204.002 | Firewall inspect SMB traffic from 106.101.223.191:199 to 10.125.120.158:583 MITRE Technique: T1204.002 | inspect | 592,654 | SMB | null | null | null | null | null | null | null | null | 199 | 583 | 1,482 | null | null | null | null | null | null | null |
e430a183-1aa4-427e-9b9d-1c660d7e341b | 2025-06-17T13:29:04 | auth | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for christophercampbell via biometric from 56.11.18.91 No additional info | {
"geo_location": "Croatia",
"device_hash": "a8ceae3daef3577c093e461b37d583da31d475a83f42c23b0f4872bf3f0b04ed",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 10_3_3 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) CriOS/49.0.846.0 Mobile/06A605 Safari/535.1",
"session_id": "6ba38eec-d82e-4099-a7f0-d4de0f4a0e2e",
"risk_score": 67.56,
"confidence": 0.29
} | 56.11.18.91 | null | null | null | null | No additional info | Auth timeout for christophercampbell via biometric from 56.11.18.91 No additional info | timeout | null | null | christophercampbell | null | null | null | null | null | null | null | null | null | null | biometric | 67:8d:6c:2c:e4:8b | null | null | null | null | null |
5abbaec3-72f6-47d7-a5d0-445840fc0aaa | 2025-04-04T03:39:08 | ai | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|high| desc=AI system model_access by collinserin MITRE Technique: T1574.002 | {
"geo_location": "Myanmar",
"device_hash": "36e77f505084cfff0f619cada084e9a90ef3561e",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 1_1_5 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) CriOS/41.0.882.0 Mobile/22P172 Safari/532.0",
"session_id": "aab582fd-ca4b-4e02-a466-a30f10711c12",
"risk_score": 54.8,
"confidence": 0.38
} | null | null | null | null | null | MITRE Technique: T1574.002 | AI system model_access by collinserin MITRE Technique: T1574.002 | model_access | null | null | collinserin | null | null | null | null | null | null | null | null | null | null | null | null | model-0cd5784a | 449fed28bc13bec6a92e476a82d60b4e | dc48c88f3e7c10b6d5a2f0bba5ad67aa5f2c2703 | null | null |
ec39512b-fdf2-4485-8000-870d1123a88b | 2025-06-22T01:24:21 | ids_alert | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|medium| desc=LogRhythm Alert: Domain Fronting detected from 102.251.5.161 targeting 61.238.57.5 No additional info | {
"geo_location": "Tajikistan",
"device_hash": "4661ab32dc677fbdfd023220f3c52cec",
"user_agent": "Opera/8.83.(Windows NT 5.1; en-ZA) Presto/2.9.186 Version/10.00",
"session_id": "5a363287-61ad-4aff-9299-f1fc019fa902",
"risk_score": 11.36,
"confidence": 0.06
} | 102.251.5.161 | 61.238.57.5 | Domain Fronting | SIG-5339 | Exploit | No additional info | LogRhythm Alert: Domain Fronting detected from 102.251.5.161 targeting 61.238.57.5 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1e638683-3bdc-4372-83ea-c934b97c34ef | 2025-01-13T21:07:14 | ai | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|low| desc=AI system model_inversion by douglas46 MITRE Technique: T1110.003 | {
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "f6bfc0642715c57e16bca02b9c4a608700395102",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/4.1)",
"session_id": "6b7384b0-de5b-4e14-9d5d-70b27304ac90",
"risk_score": 67.59,
"confidence": 0.48
} | null | null | null | null | null | MITRE Technique: T1110.003 | AI system model_inversion by douglas46 MITRE Technique: T1110.003 | model_inversion | null | null | douglas46 | null | null | null | null | null | null | null | null | null | null | null | null | model-5ec99121 | 5d4d7a1b09143db80a4f4174e0d26cbe0af11ebe97a7b950965e00670183c311 | d2506e639c896585172946abca5f615e | null | null |
7689a8f7-d157-4130-b7dd-b0768742e4e9 | 2025-04-17T09:30:47 | ids_alert | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|high| desc=Zeek Alert: AI Model Poisoning detected from 133.93.64.253 targeting N/A No additional info | {
"geo_location": "Liberia",
"device_hash": "cc1b54fa3dee22f2aa187239856e8a0b7dd9ba15",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/7879-04-12 04:54:49 Firefox/12.0",
"session_id": "9801b109-4b7d-48f6-ab4f-6bd5a884ab4a",
"risk_score": 5.67,
"confidence": 0.39
} | 133.93.64.253 | N/A | AI Model Poisoning | SIG-7458 | Malware | No additional info | Zeek Alert: AI Model Poisoning detected from 133.93.64.253 targeting N/A No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ffb7a91a-0b76-4c9c-95b6-250ebccaa08a | 2025-05-27T01:23:01 | iot | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|high| desc=IoT device Medical firmware_update No additional info noise=PM|effect|imagine | {
"geo_location": "Maldives",
"device_hash": "7a610d14ea51e433ae9abfc6f6df743c",
"user_agent": "Mozilla/5.0 (Android 7.1.1; Mobile; rv:39.0) Gecko/39.0 Firefox/39.0",
"session_id": "e4dc93f9-1528-4ebd-aeaa-ea02bcdf2c00",
"risk_score": 84.06,
"confidence": 0.4
} | null | null | null | null | null | No additional info | IoT device Medical firmware_update No additional info | firmware_update | null | null | null | null | null | null | null | Medical | iot-ea456929 | 9.7 | null | null | null | null | null | null | null | null | null | null |
b8e0b7f9-28e6-442b-8957-1746a7d0c9d9 | 2025-03-28T05:19:07 | cloud | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in Azure by virginiawilkins No additional info | {
"geo_location": "Algeria",
"device_hash": "9c4aaaced71cc393f99801bcc8e70a42",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; pa-PK) AppleWebKit/535.18.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6535.18.6",
"session_id": "c3936fb1-28f0-4100-95c0-3d9d59c16e12",
"risk_score": 6.99,
"confidence": 0.66
} | null | null | null | null | null | No additional info | Cloud instance_creation in Azure by virginiawilkins No additional info | instance_creation | null | null | virginiawilkins | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-7dfa70ea |
1ff938e1-18b0-41ec-b954-330eaeff4a0a | 2025-02-23T01:39:30 | ai | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by markwyatt No additional info | {
"geo_location": "Lao People's Democratic Republic",
"device_hash": "81a302b7f3a370ba7ab7415745196b3da27d138484616b7b33c72c27404faa16",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/4635-10-28 20:28:22 Firefox/13.0",
"session_id": "4f06ff91-4482-4c6c-b2ec-5a9b93836cd7",
"risk_score": 55.52,
"confidence": 0.57
} | null | null | null | null | null | No additional info | AI system model_inversion by markwyatt No additional info | model_inversion | null | null | markwyatt | null | null | null | null | null | null | null | null | null | null | null | null | model-ffd05c55 | a5ebd908961463b92bd9faff67a6b5ac8bb8f7961823669da6a0194e85d4b845 | 03b26e0b7ea2119791a150b27f88e3512aca3687 | null | null |
9668bab9-856b-4348-b81b-954b19bc9640 | 2025-01-27T20:40:52 | endpoint | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec vote by ojohnston MITRE Technique: T1071.001 | {
"geo_location": "Brunei Darussalam",
"device_hash": "2fa358779aca57e12307c732dfb4025d0b30e3bc0588cfa6aa8a93ab50e1a254",
"user_agent": "Opera/9.81.(Windows 95; mg-MG) Presto/2.9.171 Version/12.00",
"session_id": "eda05cbd-9fb1-4933-bc69-6c23cb4c32f4",
"risk_score": 66.99,
"confidence": 0.77
} | null | null | null | null | null | MITRE Technique: T1071.001 | Endpoint wmi_exec vote by ojohnston MITRE Technique: T1071.001 | wmi_exec | null | null | ojohnston | vote | 7,646 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
47bb4aef-31d5-478b-a538-62f6de734b2b | 2025-03-08T04:38:55 | network | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|low| desc=Network disconnection from 119.166.134.211 to 7.246.187.91 MITRE Technique: T1110.003 | {
"geo_location": "Morocco",
"device_hash": "c0a743d2c5369b649b9865ab5bc5567fd165411a",
"user_agent": "Opera/8.81.(X11; Linux x86_64; ig-NG) Presto/2.9.169 Version/12.00",
"session_id": "184331c7-5797-4b0c-947a-754592d252c4",
"risk_score": 76.21,
"confidence": 0.2
} | 119.166.134.211 | 7.246.187.91 | null | null | null | MITRE Technique: T1110.003 | Network disconnection from 119.166.134.211 to 7.246.187.91 MITRE Technique: T1110.003 | disconnection | 862,866 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1b95d0e6-bb6c-4343-84f9-c60200971c35 | 2025-02-15T08:16:16 | ai | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|info| desc=AI system model_access by sara86 MITRE Technique: T1574.002 | {
"geo_location": "Morocco",
"device_hash": "cdc0c692e9393a98cc90a1e2d071f2ff8127f5d186a21d3f6f2db864d8fba9e6",
"user_agent": "Opera/9.21.(X11; Linux i686; as-IN) Presto/2.9.167 Version/10.00",
"session_id": "dc0a753b-ed76-4cff-8f29-1898d0c7478e",
"risk_score": 67.64,
"confidence": 0.83
} | null | null | null | null | null | MITRE Technique: T1574.002 | AI system model_access by sara86 MITRE Technique: T1574.002 | model_access | null | null | sara86 | null | null | null | null | null | null | null | null | null | null | null | null | model-276029e7 | babc20c36a1b9bbbf3928f3690b5b8ddbc5ba183ecb4e782f4487fe32c07b98c | 90e2b18b3090ddf07c94d8214969a1c87eb2032e34e557f5642cf3bc5aa85bff | null | null |
f660e33f-5998-475e-80a3-f1f1138829fd | 2025-05-30T19:21:27 | network | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|high| desc=Network covert_channel from 223.226.133.103 to 126.98.202.152 MITRE Technique: T1134.001 | {
"geo_location": "Mozambique",
"device_hash": "cdec6e4cda3972b03652f7866d62d71fb197cb20",
"user_agent": "Opera/9.12.(Windows NT 5.01; crh-UA) Presto/2.9.187 Version/12.00",
"session_id": "3d1a282d-9c36-4a49-bf2f-0387f1d7c3f2",
"risk_score": 41.26,
"confidence": 0.13
} | 223.226.133.103 | 126.98.202.152 | null | null | null | MITRE Technique: T1134.001 | Network covert_channel from 223.226.133.103 to 126.98.202.152 MITRE Technique: T1134.001 | covert_channel | 957,851 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
01137c97-b306-4cae-b03b-101b8b90ad64 | 2025-02-12T14:03:12 | iot | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor firmware_update No additional info | {
"geo_location": "Tonga",
"device_hash": "8fca673f262f329a93cc65ebd5f4757a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 10.0; Trident/4.0)",
"session_id": "9e197129-0f42-4529-987c-ebc98b173254",
"risk_score": 58.32,
"confidence": 0.66
} | null | null | null | null | null | No additional info | IoT device Sensor firmware_update No additional info | firmware_update | null | null | null | null | null | null | null | Sensor | iot-acece4d9 | 7.2 | null | null | null | null | null | null | null | null | null | null |
63355006-f7c8-470b-807b-11a65c106d89 | 2025-04-03T00:33:32 | endpoint | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|high| desc=Endpoint wmi_exec /how/tax.json by treeves No additional info | {
"geo_location": "Korea",
"device_hash": "1bc8d361a2255e84040c28d643cdf521b307e5a1",
"user_agent": "Mozilla/5.0 (Linux; Android 7.1.1) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/29.0.872.0 Safari/531.1",
"session_id": "5015b4e8-3706-43b1-a359-4a7cce32e1a2",
"risk_score": 69.54,
"confidence": 0.4
} | null | null | null | null | null | No additional info | Endpoint wmi_exec /how/tax.json by treeves No additional info | wmi_exec | null | null | treeves | /how/tax.json | 7,751 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1f2c7de2-afa8-4ff2-81bd-b02209c4906b | 2025-03-19T02:00:15 | ids_alert | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|critical| desc=Snort Alert: Fileless Attack detected from 24.25.69.255 targeting 138.3.173.122 No additional info | {
"geo_location": "Saudi Arabia",
"device_hash": "55bea4dbd1d08b250a7fb423cb4f83d1",
"user_agent": "Mozilla/5.0 (Windows NT 5.01; lij-IT; rv:1.9.1.20) Gecko/5503-01-24 17:16:56 Firefox/8.0",
"session_id": "e9838b38-24db-45c2-9828-56ecaa6a3cbb",
"risk_score": 72.53,
"confidence": 0.47
} | 24.25.69.255 | 138.3.173.122 | Fileless Attack | SIG-3129 | Malware | No additional info | Snort Alert: Fileless Attack detected from 24.25.69.255 targeting 138.3.173.122 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
42fda6a7-4525-4dff-a6f1-981cc16e92b5 | 2025-02-23T22:58:01 | cloud | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in Alibaba by claudiaknight No additional info | {
"geo_location": "Antigua and Barbuda",
"device_hash": "9219d10e962c7afbf693bdab3c3ae1235be0b6d7d40e1e0ff1086c1a8c9a3567",
"user_agent": "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/36.0.874.0 Safari/533.0",
"session_id": "fa37ef6f-c643-45f4-b7fa-9a072d7e9ad0",
"risk_score": 11.44,
"confidence": 0.16
} | null | null | null | null | null | No additional info | Cloud crypto_mining in Alibaba by claudiaknight No additional info | crypto_mining | null | null | claudiaknight | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-d3f5af2e |
b022a094-4970-455b-b64e-304a2b3f55c2 | 2026-10-18T07:42:11 | auth | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|low| desc=Auth failed for brandi23 via MFA from 128.129.77.254 No additional info | {
"geo_location": "Central African Republic",
"device_hash": "fb3a8f9714d7f0e5a2a502bd619d12df540a6b2c",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/4619-04-25 05:32:46 Firefox/3.8",
"session_id": "93cfba42-6c80-427c-a676-e663ce74068e",
"risk_score": 100,
"confidence": 0.34
} | 128.129.77.254 | null | null | null | null | No additional info | Auth failed for brandi23 via MFA from 128.129.77.254 No additional info | failed | null | null | brandi23 | null | null | null | null | null | null | null | null | null | null | MFA | 36:fc:21:39:bf:1c | null | null | null | null | null |
ac84d886-5ae8-41cb-8df7-89153874b348 | 2025-04-01T19:27:58 | network | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|info| desc=Network data_exfiltration from 169.114.5.254 to 158.49.161.3 No additional info | {
"geo_location": "New Caledonia",
"device_hash": "bf754420a8ae95b1fd041017fa510b16042b43abf37aa573d54a45cbc22d5561",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/5.1)",
"session_id": "955736f6-f5d8-495c-8acc-9224105502cb",
"risk_score": 56.85,
"confidence": 0.19
} | 169.114.5.254 | 158.49.161.3 | null | null | null | No additional info | Network data_exfiltration from 169.114.5.254 to 158.49.161.3 No additional info | data_exfiltration | 604,368 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
06d7147f-441a-4a20-84a4-86a7f3385120 | 2025-07-03T09:01:05 | cloud | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|info| desc=Cloud api_abuse in Azure by yolandamorrow No additional info | {
"geo_location": "Saint Martin",
"device_hash": "e57acc20a1f3262820f389b66db15812174a87c1cf34695d7b5adf60069e4e8d",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; es-SV) AppleWebKit/532.14.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6532.14.6",
"session_id": "28dc9e93-7250-45cb-b3dc-288e1619109c",
"risk_score": 55.15,
"confidence": 0.61
} | null | null | null | null | null | No additional info | Cloud api_abuse in Azure by yolandamorrow No additional info | api_abuse | null | null | yolandamorrow | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-d48e6b1a |
07d944f2-e7e7-431e-812b-27d0dcc0a797 | 2025-03-24T08:46:33 | endpoint | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|info| desc=Endpoint file_access /school/money.csv by tyler12 No additional info | {
"geo_location": "Tonga",
"device_hash": "76dbd4ffa1220c6fdd0eaaa74eee8055743246f7",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; hak-TW; rv:1.9.2.20) Gecko/7893-05-02 07:05:18 Firefox/4.0",
"session_id": "184ba7ad-34bc-476c-b4e3-a190fb43cb29",
"risk_score": 54.81,
"confidence": 0.95
} | null | null | null | null | null | No additional info | Endpoint file_access /school/money.csv by tyler12 No additional info | file_access | null | null | tyler12 | /school/money.csv | 1,283 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d0fd5ef3-297b-44f8-933e-3004e2fa1927 | 2025-04-12T19:28:40 | endpoint | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|critical| desc=Endpoint powershell_exec /financial/less.avi by malonewhitney MITRE Technique: T1059.001 | {
"geo_location": "Micronesia",
"device_hash": "2d8114909c46762909243d2643b834ccac038a0ec7fa0321bcbf5ea3e8bd84cc",
"user_agent": "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/30.0.819.0 Safari/535.2",
"session_id": "f32ed576-8c8c-496b-b500-e04f98dfe4d9",
"risk_score": 59.09,
"confidence": 0.12
} | null | null | null | null | null | MITRE Technique: T1059.001 | Endpoint powershell_exec /financial/less.avi by malonewhitney MITRE Technique: T1059.001 | powershell_exec | null | null | malonewhitney | /financial/less.avi | 9,880 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dc15a788-b996-43e7-b658-b3582810e517 | 2025-05-08T21:37:12 | network | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|info| desc=Network latency_spike from 97.124.51.54 to 133.242.117.77 No additional info | {
"geo_location": "Ecuador",
"device_hash": "2e1d8bf7268b5cf033e2dd6ce893abde",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/4.0)",
"session_id": "fa7af2cd-bc1b-4002-83f5-442b87b4d0f6",
"risk_score": 26.95,
"confidence": 0.61
} | 97.124.51.54 | 133.242.117.77 | null | null | null | No additional info | Network latency_spike from 97.124.51.54 to 133.242.117.77 No additional info | latency_spike | 326,247 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d7da6e88-7847-4ab4-8243-23cfe46c36e7 | 2025-07-01T04:55:26 | firewall | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine ICMP traffic from 173.20.75.197:809 to 44.28.51.74:113 No additional info noise=6C18234D | {
"geo_location": "Haiti",
"device_hash": "f2754dd700bf4e944e556a59879ea32081333f70",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_3; rv:1.9.5.20) Gecko/7918-08-02 01:59:36 Firefox/3.8",
"session_id": "5bb81c64-8ca3-4fbb-b8d2-1aac35fa6d26",
"risk_score": 38.89,
"confidence": 0.89
} | 173.20.75.197 | 44.28.51.74 | null | null | null | No additional info | Firewall quarantine ICMP traffic from 173.20.75.197:809 to 44.28.51.74:113 No additional info | quarantine | 858,990 | ICMP | null | null | null | null | null | null | null | null | 809 | 113 | 2,607 | null | null | null | null | null | null | null |
092c013e-d615-46ad-8eaf-47c54e2eea05 | 2025-04-16T19:19:02 | ids_alert | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|critical| desc=AlienVault Alert: ICS Attack detected from 205.227.131.99 targeting N/A No additional info | {
"geo_location": "Malawi",
"device_hash": "09bad1ee194dc1052d01aef999ab387c80e10011",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_8) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/35.0.876.0 Safari/534.2",
"session_id": "cf75471a-f9a4-47cc-8b07-e1cd4e3bf6e4",
"risk_score": 60.43,
"confidence": 0.29
} | 205.227.131.99 | N/A | ICS Attack | SIG-9571 | Exploit | No additional info | AlienVault Alert: ICS Attack detected from 205.227.131.99 targeting N/A No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fa7ac8e8-a057-4618-a04b-41191251e3e2 | 2024-03-26T21:50:05 | ids_alert | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|high| desc=FireEye HX Alert: DNS Tunneling detected from 64.227.153.62 targeting 4.203.39.29 Associated Threat Actor: BlueNoroff noise=32F20754 | {
"geo_location": "Dominica",
"device_hash": "678a5514ad393ab3d5a98ac95051f4d04d2442e9",
"user_agent": "Mozilla/5.0 (Android 7.1; Mobile; rv:62.0) Gecko/62.0 Firefox/62.0",
"session_id": "87644b15-e6a6-4d64-88ae-fd458aebbfd7",
"risk_score": 54.2,
"confidence": 0.06
} | 64.227.153.62 | 4.203.39.29 | DNS Tunneling | SIG-2904 | Evasion | Associated Threat Actor: BlueNoroff | FireEye HX Alert: DNS Tunneling detected from 64.227.153.62 targeting 4.203.39.29 Associated Threat Actor: BlueNoroff | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3b70dc96-12cd-4fc8-8ad1-c1198c713e59 | 2025-03-10T02:39:20 | cloud | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|critical| desc=Cloud storage_access in Azure by wendymacdonald Associated Threat Actor: BlueNoroff | {
"geo_location": "Indonesia",
"device_hash": "632f51a93d6346a1b24a5ad735de448a964453d2",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_1; rv:1.9.5.20) Gecko/4206-01-18 11:06:00 Firefox/5.0",
"session_id": "eb8a98c6-42fe-42ae-b32d-e3c9ad640951",
"risk_score": 53.69,
"confidence": 0.61
} | null | null | null | null | null | Associated Threat Actor: BlueNoroff | Cloud storage_access in Azure by wendymacdonald Associated Threat Actor: BlueNoroff | storage_access | null | null | wendymacdonald | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-2ff2e7ae |
620f2e63-9160-4153-a577-062e88aa807f | 2025-03-30T06:09:50 | ids_alert | Snort v2.9.20 | emergency | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|emergency| desc=Snort Alert: DNS Tunneling detected from 68.112.4.197 targeting 135.94.199.236 No additional info noise=result|key|enjoy | {
"geo_location": "Saint Vincent and the Grenadines",
"device_hash": "a33aacdd2e732128833e57ad5b28fad8a68636a4",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/54.0.892.0 Safari/535.2",
"session_id": "69aa9380-3114-4f8a-8018-a96d68600a9d",
"risk_score": 60.27,
"confidence": 0.05
} | 68.112.4.197 | 135.94.199.236 | DNS Tunneling | SIG-4676 | Exploit | No additional info | Snort Alert: DNS Tunneling detected from 68.112.4.197 targeting 135.94.199.236 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8370665e-b57d-44ff-99d0-20df766deb90 | 2025-05-11T05:30:31 | 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: DDoS detected from 91.21.197.155 targeting 214.75.217.229 MITRE Technique: T1204.002 noise=VGhlbiB3ZXN0Lg== | {
"geo_location": "Dominica",
"device_hash": "5cf2c179854904f6025217d917934fe5d64ed81f",
"user_agent": "Opera/8.20.(Windows 98; lzh-TW) Presto/2.9.170 Version/11.00",
"session_id": "71d0aca7-4ede-4db7-a629-105d30e15711",
"risk_score": 45.87,
"confidence": 0.45
} | 91.21.197.155 | 214.75.217.229 | DDoS | SIG-7969 | Malware | MITRE Technique: T1204.002 | Vectra AI Alert: DDoS detected from 91.21.197.155 targeting 214.75.217.229 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 |
500fb171-012b-4bc9-bfdd-1a5fa1bd42cc | 2025-02-26T00:31:12 | endpoint | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint powershell_exec anything by christinaturner No additional info | {
"geo_location": "Western Sahara",
"device_hash": "fca8bf1178739161ca6e46e83b0518d1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.1; Trident/5.1)",
"session_id": "482f7586-99bd-4b16-8b85-1e28669746f1",
"risk_score": 39.59,
"confidence": 0.14
} | null | null | null | null | null | No additional info | Endpoint powershell_exec anything by christinaturner No additional info | powershell_exec | null | null | christinaturner | anything | 4,685 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
34a868c3-2d1b-4b1c-bb88-1312bd8dff1c | 2025-06-21T13:20:17 | ids_alert | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|high| desc=Trellix Alert: Domain Fronting detected from 2.125.218.153 targeting 32.37.48.240 Associated Threat Actor: Kimsuky | {
"geo_location": "Bulgaria",
"device_hash": "2ce82f1f19116aeaee1b75078fa13469",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/532.11.5 (KHTML, like Gecko) Version/4.0 Safari/532.11.5",
"session_id": "ca7cee25-d580-4762-9c22-48cacb00fe10",
"risk_score": 51.09,
"confidence": 0.33
} | 2.125.218.153 | 32.37.48.240 | Domain Fronting | SIG-7184 | Evasion | Associated Threat Actor: Kimsuky | Trellix Alert: Domain Fronting detected from 2.125.218.153 targeting 32.37.48.240 Associated Threat Actor: Kimsuky | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
da884bef-ffc7-40a3-8a50-b1334f0e8f1f | 2025-06-25T15:04:58 | auth | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|info| desc=Auth bypass for jacob32 via biometric from 30.113.139.210 No additional info | {
"geo_location": "Anguilla",
"device_hash": "07d05b46bbb391d6d1a5324b3fe5ffe6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 95; Trident/5.0)",
"session_id": "68162ba6-192d-478a-8a4e-13344ee25a44",
"risk_score": 5.21,
"confidence": 0.96
} | 30.113.139.210 | null | null | null | null | No additional info | Auth bypass for jacob32 via biometric from 30.113.139.210 No additional info | bypass | null | null | jacob32 | null | null | null | null | null | null | null | null | null | null | biometric | 64:54:6d:cf:7f:e3 | null | null | null | null | null |
c3225245-d214-4e44-9950-c51766e8b435 | 2025-02-21T19:37:13 | firewall | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|medium| desc=Firewall log-only HTTPS traffic from 199.42.62.46:371 to 65.77.61.57:234 No additional info | {
"geo_location": "Greenland",
"device_hash": "5a5dfd7ec8215ee34172c6109ab74194f37dfb7567315506759c2d768ebfe23e",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; kw-GB) AppleWebKit/534.23.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B111 Safari/6534.23.6",
"session_id": "7297b54c-f6bf-4bff-a15a-fca953daf530",
"risk_score": 64.83,
"confidence": 0.26
} | 199.42.62.46 | 65.77.61.57 | null | null | null | No additional info | Firewall log-only HTTPS traffic from 199.42.62.46:371 to 65.77.61.57:234 No additional info | log-only | 477,748 | HTTPS | null | null | null | null | null | null | null | null | 371 | 234 | 3,412 | null | null | null | null | null | null | null |
c2b598af-1945-4cd4-95b6-fd7c4a39efd7 | 2025-01-16T14:09:27 | ids_alert | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|medium| desc=Carbon Black Alert: Zero-Day Exploit detected from 138.118.42.130 targeting 77.13.237.116 No additional info | {
"geo_location": "Marshall Islands",
"device_hash": "70ab8ccdb27a5dc52a37663559862c2c48bb48f1",
"user_agent": "Mozilla/5.0 (Windows NT 5.1; kn-IN; rv:1.9.0.20) Gecko/5727-09-15 17:22:31 Firefox/3.8",
"session_id": "03be7163-3d27-44d7-8ba9-5b30ab35f655",
"risk_score": 62.1,
"confidence": 0.31
} | 138.118.42.130 | 77.13.237.116 | Zero-Day Exploit | SIG-1670 | Malware | No additional info | Carbon Black Alert: Zero-Day Exploit detected from 138.118.42.130 targeting 77.13.237.116 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3f18b284-5fae-4c8f-80b9-2787f385cddf | 2025-05-04T00:34:27 | iot | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|low| desc=IoT device Medical command_injection No additional info | {
"geo_location": "Uganda",
"device_hash": "9cc1d6a1c5f6dd3ae677e48267bd40f4bfdf682eee746be796b4991bfaa63593",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; tcy-IN) AppleWebKit/535.11.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6535.11.3",
"session_id": "32d4e26b-2ebd-4edb-b093-0b98b8059882",
"risk_score": 33.03,
"confidence": 0.86
} | null | null | null | null | null | No additional info | IoT device Medical command_injection No additional info | command_injection | null | null | null | null | null | null | null | Medical | iot-d438154f | 9.7 | null | null | null | null | null | null | null | null | null | null |
8c410b9c-8222-4352-829a-ce4c0166dc52 | 2025-07-03T07:11:16 | cloud | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud instance_creation in AWS by stephanie61 No additional info noise=search | {
"geo_location": "Faroe Islands",
"device_hash": "7fd846fab7219d58ef98e854c17efc887824e5e1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/5.1)",
"session_id": "96b07846-fddb-4868-bda6-65dcf9ec5e99",
"risk_score": 57.08,
"confidence": 0.75
} | null | null | null | null | null | No additional info | Cloud instance_creation in AWS by stephanie61 No additional info | instance_creation | null | null | stephanie61 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-8b9c991d |
e12a419d-0929-41b6-a06c-1a230fe29c2a | 2025-06-14T01:41:01 | endpoint | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load process by djones No additional info | {
"geo_location": "Saint Kitts and Nevis",
"device_hash": "fe4e5fae6b1855aedef382002dee9f78992e52b9",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_7 rv:3.0; os-RU) AppleWebKit/531.17.7 (KHTML, like Gecko) Version/5.0.3 Safari/531.17.7",
"session_id": "4eb323ea-bdcd-49c8-9418-6cfd45b1447b",
"risk_score": 52,
"confidence": 0.49
} | null | null | null | null | null | No additional info | Endpoint driver_load process by djones No additional info | driver_load | null | null | djones | process | 8,548 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b7047562-71f9-49b2-b290-eb4999fda610 | 2025-04-01T07:39:15 | cloud | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in Alibaba by kimberly62 No additional info | {
"geo_location": "Mayotte",
"device_hash": "54c8ed078176f257e4b001cb6f21856bfa46c1d9",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1_1 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/17.4r7555.0 Mobile/71V002 Safari/535.1",
"session_id": "a65bccca-8f7e-4aae-91e9-c70aedf96fe8",
"risk_score": 44.02,
"confidence": 0.16
} | null | null | null | null | null | No additional info | Cloud config_change in Alibaba by kimberly62 No additional info | config_change | null | null | kimberly62 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-d1eb43ec |
4e677bd6-0870-49e5-a175-70b3faae04d8 | 2025-06-03T04:04:28 | iot | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor firmware_update MITRE Technique: T1110.003 | {
"geo_location": "Haiti",
"device_hash": "eb25be630c984174421ac31abc34ff0a96b6e7a6",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_8) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/60.0.859.0 Safari/532.2",
"session_id": "4139efc9-58c7-4dff-bd16-289480b977cb",
"risk_score": 48.35,
"confidence": 0.87
} | null | null | null | null | null | MITRE Technique: T1110.003 | IoT device Sensor firmware_update MITRE Technique: T1110.003 | firmware_update | null | null | null | null | null | null | {
"baseline_deviation": 2.23,
"entropy": 7.97,
"frequency_anomaly": false,
"sequence_anomaly": true
} | Sensor | iot-0f449a41 | 5.7 | null | null | null | null | null | null | null | null | null | null |
aa667f3d-095e-4299-b184-3a5049c8c258 | 2025-05-08T11:13:38 | ids_alert | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|low| desc=AlienVault Alert: MFA Bypass detected from 202.126.21.183 targeting 5.60.177.187 MITRE Technique: T1053.005 | {
"geo_location": "Aruba",
"device_hash": "7bc33db9bc98e830cb6664320b5d2912",
"user_agent": "Opera/9.51.(Windows NT 5.0; et-EE) Presto/2.9.170 Version/11.00",
"session_id": "84c61cb5-8966-4641-b97c-b0d78d3f799c",
"risk_score": 44.24,
"confidence": 0.07
} | 202.126.21.183 | 5.60.177.187 | MFA Bypass | SIG-5204 | Policy | MITRE Technique: T1053.005 | AlienVault Alert: MFA Bypass detected from 202.126.21.183 targeting 5.60.177.187 MITRE Technique: T1053.005 | null | null | null | null | null | null | null | {
"baseline_deviation": 2.28,
"entropy": 2.86,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
03576fbf-fce3-4335-b19e-2e1113e2c808 | 2025-01-27T14:08:01 | ids_alert | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|critical| desc=Tanium Alert: AI Model Poisoning detected from 52.107.158.89 targeting 80.222.120.192 No additional info noise=stage|get|common | {
"geo_location": "Malaysia",
"device_hash": "d23cb7d0217c3e80972ed61adae0d076",
"user_agent": "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/47.0.897.0 Safari/535.2",
"session_id": "d4a9307a-6fdf-43a3-838a-9105753d50dd",
"risk_score": 38.35,
"confidence": 0.82
} | 52.107.158.89 | 80.222.120.192 | AI Model Poisoning | SIG-3283 | Evasion | No additional info | Tanium Alert: AI Model Poisoning detected from 52.107.158.89 targeting 80.222.120.192 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bbc07d67-9a95-4daa-aeab-c9826941224d | 2028-06-28T10:11:57 | ai | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|info| desc=AI system model_inversion by xandersen No additional info | {
"geo_location": "Georgia",
"device_hash": "f0735bff5ec692bff9a64eebb554a339c122f3b4",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 11_4_1 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/18.9a7199.0 Mobile/44S138 Safari/536.0",
"session_id": "cd05f5d0-3dc6-416c-be8b-1899b5006fe7",
"risk_score": 89.92,
"confidence": 0.64
} | null | null | null | null | null | No additional info | AI system model_inversion by xandersen No additional info | model_inversion | null | null | xandersen | null | null | null | null | null | null | null | null | null | null | null | null | model-28b8e99e | 070682a54de07876d3d855e2962d65835430459751ef84d4a5d4fd9e7f7ca547 | c9acbccbc3787b55a72a63f1286bfb57 | null | null |
df803b18-dfe1-403c-9864-14f173a2eabc | 2025-07-03T15:16:30 | iot | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical protocol_violation No additional info | {
"geo_location": "Marshall Islands",
"device_hash": "c3ff5754e0ed855f615e67fe08b5663ede4d750b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/4.0)",
"session_id": "88dad5fd-7bc4-42c9-904d-78e15c513bb4",
"risk_score": 61,
"confidence": 0.84
} | null | null | null | null | null | No additional info | IoT device Medical protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | null | Medical | iot-35c123ec | 1.8 | null | null | null | null | null | null | null | null | null | null |
e16df0a3-45d6-4c2a-aebb-26c8f559ebe5 | 2025-02-28T17:31:51 | iot | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat side_channel MITRE Technique: T1078.004 | Associated Threat Actor: APT34 noise=C50475A6 | {
"geo_location": "Latvia",
"device_hash": "53f09e9f66903fe7ecb282fc4650aa9728ab72c0",
"user_agent": "Mozilla/5.0 (Windows CE) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/23.0.898.0 Safari/533.2",
"session_id": "1c063b3c-28f7-4a3d-ad9d-6e3eb2ce5c24",
"risk_score": 49.21,
"confidence": 0.01
} | null | null | null | null | null | MITRE Technique: T1078.004 | Associated Threat Actor: APT34 | IoT device Thermostat side_channel MITRE Technique: T1078.004 | Associated Threat Actor: APT34 | side_channel | null | null | null | null | null | null | null | Thermostat | iot-4946bf77 | 4.9 | null | null | null | null | null | null | null | null | null | null |
69d399ae-9d17-4f8e-88a2-94ca161d6b7b | 2025-06-16T20:35:10 | endpoint | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|info| desc=Endpoint driver_load /deep/city.wav by wsanchez MITRE Technique: T1053.005 | {
"geo_location": "United Arab Emirates",
"device_hash": "c42cc6e22d98176c338ac42dfb53be52f3baeba59f61f77dbbc413d162dc3cf7",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_2 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/12.6e7182.0 Mobile/29R346 Safari/535.1",
"session_id": "3932cca1-ea34-40e8-acf6-33d79dac7319",
"risk_score": 0,
"confidence": 0.95
} | null | null | null | null | null | MITRE Technique: T1053.005 | Endpoint driver_load /deep/city.wav by wsanchez MITRE Technique: T1053.005 | driver_load | null | null | wsanchez | /deep/city.wav | 2,460 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
01eba15f-cf4f-498d-a5ee-866b867f665f | 2025-03-17T12:28:41 | network | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|critical| desc=Network covert_channel from 78.149.1.38 to 7.36.189.120 No additional info | {
"geo_location": "Greenland",
"device_hash": "880e514deae139172359fb1f2b4049c5",
"user_agent": "Mozilla/5.0 (Android 3.2; Mobile; rv:15.0) Gecko/15.0 Firefox/15.0",
"session_id": "5242e649-098f-4bfb-9e45-81af250119ea",
"risk_score": 49.47,
"confidence": 0.44
} | 78.149.1.38 | 7.36.189.120 | null | null | null | No additional info | Network covert_channel from 78.149.1.38 to 7.36.189.120 No additional info | covert_channel | 693,641 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b24f8e75-f516-4a51-bdc8-b8eda49a0fd6 | 2025-05-27T16:41:20 | auth | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|high| desc=Auth failed for jeffreysmith via MFA from 181.223.57.62 No additional info | {
"geo_location": "Portugal",
"device_hash": "c475e1d6f84c313202803078f8539ac1",
"user_agent": "Opera/8.20.(Windows NT 11.0; mni-IN) Presto/2.9.168 Version/12.00",
"session_id": "5e5e6134-2023-44cb-9d4c-c7133f0b59b7",
"risk_score": 32.91,
"confidence": 0.89
} | 181.223.57.62 | null | null | null | null | No additional info | Auth failed for jeffreysmith via MFA from 181.223.57.62 No additional info | failed | null | null | jeffreysmith | null | null | null | null | null | null | null | null | null | null | MFA | b7:26:16:a6:ff:62 | null | null | null | null | null |
71bf7075-81a3-425f-b026-b2db685cc2ee | 2025-02-14T14:46:59 | ai | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|info| desc=AI system api_abuse by gregoryflores No additional info | {
"geo_location": "Saint Vincent and the Grenadines",
"device_hash": "69ccc77317b9b9165f0017203cda022ed2c233385ae35f5b3ea9378f0ba0e71c",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 10_3_3 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) CriOS/17.0.844.0 Mobile/11Y032 Safari/533.2",
"session_id": "4fa3f594-22ef-4639-8d09-fececa5e70ab",
"risk_score": 78.18,
"confidence": 0.76
} | null | null | null | null | null | No additional info | AI system api_abuse by gregoryflores No additional info | api_abuse | null | null | gregoryflores | null | null | null | {
"baseline_deviation": 2.36,
"entropy": 5.27,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | model-56567567 | 2b5cc422a7df74790f451e1d98cbb229 | 1dfcdfb0fc06db12ff846f8ee0e68780 | null | null |
a463982d-f35c-4438-bf8f-87f512d919ff | 2025-02-12T11:45:16 | endpoint | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint scheduled_task just by matthew05 No additional info | {
"geo_location": "Venezuela",
"device_hash": "16b3d85d64e41cf2b6eac568ff50c6fa",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_4_8 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) FxiOS/9.2e1735.0 Mobile/98U337 Safari/536.2",
"session_id": "e042428b-50f3-4f39-8faf-196da87079f4",
"risk_score": 72.01,
"confidence": 0.4
} | null | null | null | null | null | No additional info | Endpoint scheduled_task just by matthew05 No additional info | scheduled_task | null | null | matthew05 | just | 7,228 | cmd.exe | {
"baseline_deviation": 2.35,
"entropy": 7.61,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
07ee23c0-f060-4ee1-80e4-b7cde35786bb | 2025-03-12T13:57:14 | network | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|critical| desc=Network data_exfiltration from 32.246.219.211 to 10.204.45.218 No additional info | {
"geo_location": "Saudi Arabia",
"device_hash": "1a0dae3b284e51b571693cda98f6cd59281cf371e6480997c384d8089644a20d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 11.0; Trident/4.0)",
"session_id": "0fa4ac0f-823e-46aa-8681-dc0065e32135",
"risk_score": 55.16,
"confidence": 0.04
} | 32.246.219.211 | 10.204.45.218 | null | null | null | No additional info | Network data_exfiltration from 32.246.219.211 to 10.204.45.218 No additional info | data_exfiltration | 341,413 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
82ddd04f-5db9-4d45-8d26-2cef5f64dfda | 2023-03-22T14:57:17 | endpoint | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|medium| desc=Endpoint driver_load alone by davisross MITRE Technique: T1204.002 | {
"geo_location": "Aruba",
"device_hash": "81631b9cbfc2e8e4fafca01bcae4f96a4e9752c3",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/6668-11-17 00:29:27 Firefox/3.8",
"session_id": "fe574760-c163-4e97-8077-214f25bc9b23",
"risk_score": 63.06,
"confidence": 0.02
} | null | null | null | null | null | MITRE Technique: T1204.002 | Endpoint driver_load alone by davisross MITRE Technique: T1204.002 | driver_load | null | null | davisross | alone | 4,494 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
324e21ac-8227-4895-9d86-34612c750faf | 2025-01-15T10:14:01 | endpoint | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access society by jasonjohnson MITRE Technique: T1547.001 | {
"geo_location": "Albania",
"device_hash": "4f9372068061683392587bb7ded80e80870036f52ac90c9a382afb38d8caa5dd",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_6; rv:1.9.3.20) Gecko/9820-03-10 22:10:29 Firefox/10.0",
"session_id": "3765d038-602c-4860-8e39-372800881e3d",
"risk_score": 59.92,
"confidence": 0.25
} | null | null | null | null | null | MITRE Technique: T1547.001 | Endpoint file_access society by jasonjohnson MITRE Technique: T1547.001 | file_access | null | null | jasonjohnson | society | 9,437 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3bf87cbb-46a8-491c-9cf3-7294a38a49e6 | 2025-05-06T20:21:52 | iot | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor side_channel Sensor spoofing detected noise=FC7B1A5E | {
"geo_location": "Norfolk Island",
"device_hash": "3de15d42ae6883ac5c4db6b820ecf11762a394b1cc783fbe1f761a873c61ee68",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; lg-UG) AppleWebKit/535.4.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6535.4.3",
"session_id": "9b538c58-495e-480f-a0b1-382feb1c2bfd",
"risk_score": 54.76,
"confidence": 0.41
} | null | null | null | null | null | Sensor spoofing detected | IoT device Sensor side_channel Sensor spoofing detected | side_channel | null | null | null | null | null | null | null | Sensor | iot-98ccdb51 | 6.4 | null | null | null | null | null | null | null | null | null | null |
f054e39b-94cd-44ee-b302-a05002f035dd | 2025-05-09T01:51:25 | cloud | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in Alibaba by carla19 Unconventional IOC: ACPI table modifications noise=D7E51045 | {
"geo_location": "Ghana",
"device_hash": "9b93592536b0af24eed971e525cae419ab256a9e",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; ss-ZA) AppleWebKit/531.3.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6531.3.4",
"session_id": "d21016cd-ca18-4293-a806-4d310465eb92",
"risk_score": 51.15,
"confidence": 0.93
} | null | null | null | null | null | Unconventional IOC: ACPI table modifications | Cloud container_escape in Alibaba by carla19 Unconventional IOC: ACPI table modifications | container_escape | null | null | carla19 | null | null | null | {
"baseline_deviation": 1.23,
"entropy": 3.87,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-2032c416 |
878cc84a-4842-48bd-8b97-3a8cfa1508f3 | 2025-01-13T16:03:38 | firewall | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only ICMP traffic from 204.13.76.183:20302 to 177.9.218.137:529 No additional info | {
"geo_location": "Korea",
"device_hash": "e1c579f90b4070f2a81f14002c8dfb45dc1155c22b99e9cfb09adcfb347b5aca",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; br-FR) AppleWebKit/535.43.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6535.43.3",
"session_id": "d1d7c216-17a5-4acd-a8ff-2a8fb84cd9f6",
"risk_score": 19.56,
"confidence": 0.07
} | 204.13.76.183 | 177.9.218.137 | null | null | null | No additional info | Firewall log-only ICMP traffic from 204.13.76.183:20302 to 177.9.218.137:529 No additional info | log-only | 762,678 | ICMP | null | null | null | null | null | null | null | null | 20,302 | 529 | 1,075 | null | null | null | null | null | null | null |
f2d74835-a97f-4909-889e-fa4cea72b508 | 2025-04-17T11:06:55 | iot | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat battery_drain Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Venezuela",
"device_hash": "35b02028f071460de22318dffa19b59a505ed91d098f71aa62f8329055f3d7be",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_5; rv:1.9.5.20) Gecko/8748-10-21 11:45:26 Firefox/3.8",
"session_id": "78060e6f-c0ab-4497-b0be-347129554d20",
"risk_score": 42.5,
"confidence": 0.8
} | null | null | null | null | null | Unconventional IOC: Unusual DNS TXT records | IoT device Thermostat battery_drain Unconventional IOC: Unusual DNS TXT records | battery_drain | null | null | null | null | null | null | null | Thermostat | iot-5217e268 | 5.3 | null | null | null | null | null | null | null | null | null | null |
e77b3c38-c531-4aba-8412-bc6391413a6e | 2025-05-28T19:17:06 | firewall | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine ICMP traffic from 179.230.29.185:195 to 27.125.217.191:59479 No additional info | {
"geo_location": "Eritrea",
"device_hash": "4ec1b4f3cacb012decc97f9071ea11b8",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/2172-07-02 04:50:49 Firefox/3.6.3",
"session_id": "a1fe473f-81b5-4a7d-bff5-0c64042937da",
"risk_score": 86.13,
"confidence": 0.1
} | 179.230.29.185 | 27.125.217.191 | null | null | null | No additional info | Firewall quarantine ICMP traffic from 179.230.29.185:195 to 27.125.217.191:59479 No additional info | quarantine | 229,535 | ICMP | null | null | null | null | null | null | null | null | 195 | 59,479 | 1,814 | null | null | null | null | null | null | null |
592ade2b-3dba-4278-9ae3-d29ed75a1b5e | 2025-04-28T08:49:57 | network | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|medium| desc=Network covert_channel from 195.108.35.40 to 67.24.115.3 Unconventional IOC: ACPI table modifications | {
"geo_location": "Niue",
"device_hash": "1d92da8856ceeb6da63574068259b2cc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/5.0)",
"session_id": "9cfe6275-fa6e-410d-9847-35878fdddbe4",
"risk_score": 70.46,
"confidence": 0.35
} | 195.108.35.40 | 67.24.115.3 | null | null | null | Unconventional IOC: ACPI table modifications | Network covert_channel from 195.108.35.40 to 67.24.115.3 Unconventional IOC: ACPI table modifications | covert_channel | 809,383 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ed41fdc5-51f7-4eee-8eda-c1a5afd3f6aa | 2025-01-22T20:26:18 | auth | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|high| desc=Auth challenge for anthonyshaw via MFA from 10.42.218.50 No additional info noise=its|need|finally | {
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "91ed3249eb6bf517e6b4c71bef2089d6035879ab",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/534.38.4 (KHTML, like Gecko) Version/4.1 Safari/534.38.4",
"session_id": "b9b956d7-fb9c-4bb3-b02f-f3154f7d4882",
"risk_score": 38.34,
"confidence": 0.17
} | 10.42.218.50 | null | null | null | null | No additional info | Auth challenge for anthonyshaw via MFA from 10.42.218.50 No additional info | challenge | null | null | anthonyshaw | null | null | null | null | null | null | null | null | null | null | MFA | 4e:b1:d4:27:04:89 | null | null | null | null | null |
8c1d12a4-bb04-46d4-8582-28ddcbb937ef | 2025-07-02T08:40:40 | auth | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|info| desc=Auth success for rebecca32 via biometric from 185.89.84.138 No additional info | {
"geo_location": "Fiji",
"device_hash": "1231f23ffee409115eb14deac6c2de1a1c24a3bf52e749af426f4646d772818a",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/535.14.7 (KHTML, like Gecko) Version/4.0 Safari/535.14.7",
"session_id": "1554979c-0c50-4014-aa8a-a8b18b6a5c5d",
"risk_score": 51.66,
"confidence": 0.31
} | 185.89.84.138 | null | null | null | null | No additional info | Auth success for rebecca32 via biometric from 185.89.84.138 No additional info | success | null | null | rebecca32 | null | null | null | null | null | null | null | null | null | null | biometric | be:98:5e:9f:95:58 | null | null | null | null | null |
6a13e173-cace-4a09-adc0-c409e6bd9880 | 2025-03-13T18:18:24 | network | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|critical| desc=Network latency_spike from 39.101.123.238 to 153.61.90.205 No additional info | {
"geo_location": "Kazakhstan",
"device_hash": "0b6bc74ec79eddb74f7a366237a6eeac3eaa4ab9",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; fi-FI) AppleWebKit/531.18.2 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6531.18.2",
"session_id": "4114dc56-7032-4d4c-8f12-80bd1cebc787",
"risk_score": 2.35,
"confidence": 0.81
} | 39.101.123.238 | 153.61.90.205 | null | null | null | No additional info | Network latency_spike from 39.101.123.238 to 153.61.90.205 No additional info | latency_spike | 557,136 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1ace77b2-9692-4727-b3cf-90108544d455 | 2025-03-12T20:04:18 | firewall | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only NTP traffic from 90.70.248.138:449 to 89.213.63.122:545 MITRE Technique: T1486 | {
"geo_location": "Belgium",
"device_hash": "e1458a30cfa21ab2fb4b8cb54935deb797211b8fee4961c3eb8c7375abbad70d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/531.50.3 (KHTML, like Gecko) Version/5.1 Safari/531.50.3",
"session_id": "3b496f37-f29e-4e85-abab-c5605b73dbd8",
"risk_score": 30.67,
"confidence": 0.36
} | 90.70.248.138 | 89.213.63.122 | null | null | null | MITRE Technique: T1486 | Firewall log-only NTP traffic from 90.70.248.138:449 to 89.213.63.122:545 MITRE Technique: T1486 | log-only | 833,004 | NTP | null | null | null | null | null | null | null | null | 449 | 545 | 576 | null | null | null | null | null | null | null |
6dce9b91-dcaa-47fb-bb15-e62b9299192b | 2025-05-07T11:34:34 | ids_alert | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|low| desc=Tanium Alert: Domain Fronting detected from 109.165.227.77 targeting 15.189.73.117 Associated Threat Actor: Conti | {
"geo_location": "British Virgin Islands",
"device_hash": "a62faeacd8153a072f5aa80de74a41a43c682893",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/5.0)",
"session_id": "a577453e-c1ac-4b63-b767-4e87e4fc45d0",
"risk_score": 49.91,
"confidence": 0.69
} | 109.165.227.77 | 15.189.73.117 | Domain Fronting | SIG-3293 | Evasion | Associated Threat Actor: Conti | Tanium Alert: Domain Fronting detected from 109.165.227.77 targeting 15.189.73.117 Associated Threat Actor: Conti | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dc26bfd1-9dd5-49dd-82b0-c405863acc74 | 2025-02-16T08:45:39 | cloud | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in GCP by bpotter No additional info | {
"geo_location": "Moldova",
"device_hash": "1a221ff0567c326a0da7d97aa488037f",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/532.33.3 (KHTML, like Gecko) Version/4.0 Safari/532.33.3",
"session_id": "badcb936-1103-4e40-bfc1-682f68c527a6",
"risk_score": 77.53,
"confidence": 0.72
} | null | null | null | null | null | No additional info | Cloud instance_creation in GCP by bpotter No additional info | instance_creation | null | null | bpotter | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-cf5bf283 |
cc39835b-83d1-4c72-8b2d-e44c077b040f | 2025-01-28T14:43:36 | endpoint | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|critical| desc=Endpoint scheduled_task during by perrycaroline No additional info | {
"geo_location": "Syrian Arab Republic",
"device_hash": "8354e86f739a64bf60d1766d7156ab50",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 10.0; Trident/5.0)",
"session_id": "5ead3124-8d6b-4763-aeef-df84a15255ec",
"risk_score": 47.8,
"confidence": 0.24
} | null | null | null | null | null | No additional info | Endpoint scheduled_task during by perrycaroline No additional info | scheduled_task | null | null | perrycaroline | during | 6,042 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
497faab6-1506-43fd-b5fd-df8e008ab03d | 2025-06-20T03:40:26 | network | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 26.101.199.162 to 25.225.24.241 No additional info | {
"geo_location": "Palau",
"device_hash": "a8d33800d4c27779470e47a60e09536a",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_8; rv:1.9.5.20) Gecko/6620-12-03 17:39:15 Firefox/3.6.8",
"session_id": "d4d4f51a-12b7-4ce9-a46d-35d92055f9f5",
"risk_score": 55.48,
"confidence": 0.48
} | 26.101.199.162 | 25.225.24.241 | null | null | null | No additional info | Network disconnection from 26.101.199.162 to 25.225.24.241 No additional info | disconnection | 262,938 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6da2d6bb-5543-4bc1-a5a9-d70ea75a97bd | 2025-05-08T00:46:57 | auth | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for mmeyer via SAML from 10.79.24.49 No additional info noise=four|statement|bring | {
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "451d8854deae4fac90ba1addecae5769a1ccd615098d94462fd328a850a8f129",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_0) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/35.0.825.0 Safari/533.0",
"session_id": "3b159fb1-9768-40d8-bf0b-39578da9a4e9",
"risk_score": 72.9,
"confidence": 0.92
} | 10.79.24.49 | null | null | null | null | No additional info | Auth bypass for mmeyer via SAML from 10.79.24.49 No additional info | bypass | null | null | mmeyer | null | null | null | null | null | null | null | null | null | null | SAML | d9:8e:f5:e1:ff:ca | null | null | null | null | null |
52890e14-f958-4965-a19d-b2c5946cf60a | 2025-02-22T18:18:30 | firewall | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only ICMP traffic from 166.88.103.88:558 to 20.163.98.71:968 No additional info | {
"geo_location": "Romania",
"device_hash": "95cb9eb3ecb5207d3d5d38ede44cd024",
"user_agent": "Opera/9.20.(Windows NT 6.0; ak-GH) Presto/2.9.167 Version/11.00",
"session_id": "ed39d27e-3fc9-4d2e-baf4-668ed3265dfd",
"risk_score": 24.14,
"confidence": 0.51
} | 166.88.103.88 | 20.163.98.71 | null | null | null | No additional info | Firewall log-only ICMP traffic from 166.88.103.88:558 to 20.163.98.71:968 No additional info | log-only | 151,858 | ICMP | null | null | null | null | null | null | null | null | 558 | 968 | 1,115 | null | null | null | null | null | null | null |
5d560645-40d2-446b-a0ee-36d500237597 | 2025-03-02T13:46:15 | ai | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|info| desc=AI system model_access by ikeller No additional info | {
"geo_location": "Bulgaria",
"device_hash": "c38a2b3a9c6686129bf37d9b63002500",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_1 rv:5.0; rw-RW) AppleWebKit/535.19.7 (KHTML, like Gecko) Version/5.1 Safari/535.19.7",
"session_id": "9c4a61d4-036d-4fb5-8e57-51c09620ac70",
"risk_score": 45.81,
"confidence": 0.06
} | null | null | null | null | null | No additional info | AI system model_access by ikeller No additional info | model_access | null | null | ikeller | null | null | null | null | null | null | null | null | null | null | null | null | model-a88a26eb | 599ca30ef4e661630b6531a329560805fc63e013 | 2729b194409c6cd5c14728b78344dbb43c25611e9d14b2ed8c7023ac995c77c5 | null | null |
ac2a64e2-e8ff-4ae1-a8f6-0297a784ea38 | 2025-02-20T01:45:56 | ids_alert | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|critical| desc=Suricata Alert: Living-off-the-Land detected from 90.13.242.62 targeting N/A No additional info noise=provide|figure|PM | {
"geo_location": "Israel",
"device_hash": "e447a7fdd6f900e8d1a8860d7c025380",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/53.0.888.0 Safari/536.0",
"session_id": "aededcc2-300d-4af8-b80f-330d472e5ca4",
"risk_score": 87.85,
"confidence": 0.93
} | 90.13.242.62 | N/A | Living-off-the-Land | SIG-1644 | Policy | No additional info | Suricata Alert: Living-off-the-Land detected from 90.13.242.62 targeting N/A No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d0076536-276c-446b-850c-9db2459987b6 | 2025-03-26T01:44:53 | auth | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|info| desc=Auth bypass for jennifer45 via password from 66.89.232.123 No additional info noise=professional|note|area | {
"geo_location": "Chile",
"device_hash": "51fc515653515322477e11a1e56ded857b2e421f037fe9103fc9e7748e8d24af",
"user_agent": "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/39.0.812.0 Safari/536.0",
"session_id": "413bfbcc-bdda-4759-81e1-1498229cd5c5",
"risk_score": 50.13,
"confidence": 0.92
} | 66.89.232.123 | null | null | null | null | No additional info | Auth bypass for jennifer45 via password from 66.89.232.123 No additional info | bypass | null | null | jennifer45 | null | null | null | null | null | null | null | null | null | null | password | 11:9e:a1:11:7e:09 | null | null | null | null | null |
34a7547c-2935-423e-927a-8b58c7e129e4 | 2025-03-12T01:40:46 | cloud | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|medium| desc=Cloud permission_escalation in GCP by melissa68 MITRE Technique: T1059.001 | {
"geo_location": "United Arab Emirates",
"device_hash": "b59f13369257ffb2ff420452ebef980b",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/42.0.894.0 Safari/534.2",
"session_id": "9e597649-d539-4c0a-91c5-fba2d166e9e2",
"risk_score": 33.15,
"confidence": 0.07
} | null | null | null | null | null | MITRE Technique: T1059.001 | Cloud permission_escalation in GCP by melissa68 MITRE Technique: T1059.001 | permission_escalation | null | null | melissa68 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-df708339 |
c16825af-71fb-4e0e-9c1f-6216c9f4572c | 2025-02-21T22:20:16 | ai | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|critical| desc=AI system api_abuse by sgrant No additional info | {
"geo_location": "Wallis and Futuna",
"device_hash": "44770bb7fae165746dd3376b93d8c4aa81467f14",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.01; Trident/5.1)",
"session_id": "176d9681-8f1b-443b-b03d-759641cbfebe",
"risk_score": 48.78,
"confidence": 0.3
} | null | null | null | null | null | No additional info | AI system api_abuse by sgrant No additional info | api_abuse | null | null | sgrant | null | null | null | null | null | null | null | null | null | null | null | null | model-a35cc321 | f45c695d6c4037f221dce689488b53b1 | 04b1ab778159a3a2dcd22238d0b65276c989c2a2 | null | null |
3eb8adf0-f200-406a-9f5a-ed710077ce2d | 2025-04-07T16:03:32 | ids_alert | AlienVault v5.7.0 | emergency | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|emergency| desc=AlienVault Alert: XSS detected from 133.13.57.193 targeting 33.95.22.41 MITRE Technique: T1547.001 | {
"geo_location": "China",
"device_hash": "6feae68203f7cddb07365e9a955f14b05706427529a5cb8e840eaab443bd33c0",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/534.20.3 (KHTML, like Gecko) Version/5.0.3 Safari/534.20.3",
"session_id": "7c609733-79f3-4372-ac9a-8d2852826852",
"risk_score": 64.18,
"confidence": 0.75
} | 133.13.57.193 | 33.95.22.41 | XSS | SIG-1456 | Recon | MITRE Technique: T1547.001 | AlienVault Alert: XSS detected from 133.13.57.193 targeting 33.95.22.41 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 |
afc22d47-681e-4f7b-8064-3cfe1049063e | 2025-01-19T17:45:22 | firewall | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall inspect HTTPS traffic from 172.120.164.180:25498 to 164.66.85.47:158 MITRE Technique: T1547.001 | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "40a262ceeda7a53539006222a4480ba65d93ccc1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/5.1)",
"session_id": "5c4d2806-8f3d-4b58-8d84-405db123e2f2",
"risk_score": 59.79,
"confidence": 0.56
} | 172.120.164.180 | 164.66.85.47 | null | null | null | MITRE Technique: T1547.001 | Firewall inspect HTTPS traffic from 172.120.164.180:25498 to 164.66.85.47:158 MITRE Technique: T1547.001 | inspect | 163,295 | HTTPS | null | null | null | null | null | null | null | null | 25,498 | 158 | 1,681 | null | null | null | null | null | null | null |
91d3f079-674a-46c2-b132-f650cf00e030 | 2025-06-16T09:45:24 | endpoint | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint file_access key by jameswagner No additional info | {
"geo_location": "Chad",
"device_hash": "2dbb31b3a5a9106d51a7c551a49c05cc181f30d694da6062e7775e99db4abbae",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/20.0.844.0 Safari/536.2",
"session_id": "f670b1a5-498b-4b49-8a0a-8b46d07ca942",
"risk_score": 88.11,
"confidence": 0.12
} | null | null | null | null | null | No additional info | Endpoint file_access key by jameswagner No additional info | file_access | null | null | jameswagner | key | 6,319 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f8ae45c4-edaf-4b9f-8d92-a99e90a98ab4 | 2025-04-06T11:06:19 | network | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|critical| desc=Network covert_channel from 139.142.59.114 to 208.194.28.13 No additional info | {
"geo_location": "Monaco",
"device_hash": "840d59fa2ccf7c0004ef379a142ac73a3ff4fbd4332b6acdb7cb27ffa561e9cc",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/535.41.5 (KHTML, like Gecko) Version/5.1 Safari/535.41.5",
"session_id": "a91b4c5a-63cd-4ecb-8b64-68e5076ed585",
"risk_score": 26.92,
"confidence": 0.2
} | 139.142.59.114 | 208.194.28.13 | null | null | null | No additional info | Network covert_channel from 139.142.59.114 to 208.194.28.13 No additional info | covert_channel | 652,709 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d33b2fc9-7d22-4120-b99d-9880d206c1eb | 2025-03-02T22:30:44 | cloud | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in AWS by hornmartin No additional info | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "1a0ea090f1141648f1b8076cb519a01c8a2121d3",
"user_agent": "Mozilla/5.0 (Linux; Android 8.0.0) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/34.0.860.0 Safari/531.2",
"session_id": "d2527bb5-adcb-4c4c-bfa2-cc23b4cc8023",
"risk_score": 38.04,
"confidence": 0.43
} | null | null | null | null | null | No additional info | Cloud container_escape in AWS by hornmartin No additional info | container_escape | null | null | hornmartin | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-195223a9 |
172b2805-776e-4211-9f1e-9faa97791e05 | 2025-06-02T16:53:39 | cloud | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in Alibaba by pgutierrez No additional info | {
"geo_location": "Tanzania",
"device_hash": "d14abf01e37b9916ec0eb5afa601e037079677d1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 10.0; Trident/5.0)",
"session_id": "2e6cc371-be3f-4e20-bb81-294d1bb806e0",
"risk_score": 46.61,
"confidence": 0.79
} | null | null | null | null | null | No additional info | Cloud config_change in Alibaba by pgutierrez No additional info | config_change | null | null | pgutierrez | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-27f46119 |
0c06c94b-4959-4eb8-aaf5-67812dd12fea | 2025-03-08T22:46:11 | ai | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|critical| desc=AI system model_access by cynthiamiller MITRE Technique: T1053.005 | {
"geo_location": "Palestinian Territory",
"device_hash": "937bd8b5d2b97c03eedd016c095e4829",
"user_agent": "Mozilla/5.0 (Android 1.0; Mobile; rv:12.0) Gecko/12.0 Firefox/12.0",
"session_id": "6dffebf3-0b7f-41cf-b3de-f8dcff9fd055",
"risk_score": 50.78,
"confidence": 0.2
} | null | null | null | null | null | MITRE Technique: T1053.005 | AI system model_access by cynthiamiller MITRE Technique: T1053.005 | model_access | null | null | cynthiamiller | null | null | null | null | null | null | null | null | null | null | null | null | model-27564d82 | cdea598386345dbe6ffa4ced0bfb994553b29c593a6596a81a97af26edc4cb2c | 30ed3bd5847b31d743bb00440f6db339818b46771deefb69e3241bdb6b668bf9 | null | null |
35c6103b-b8c8-4bbf-a24f-6358b2d8d138 | 2025-06-01T15:40:30 | ai | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by david80 No additional info | {
"geo_location": "Switzerland",
"device_hash": "6e9e69cf7c2ec7a92a75f41fb2500b23f163a0bd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.01; Trident/3.1)",
"session_id": "86c9a494-10a3-4f71-909e-9b9659812ee7",
"risk_score": 33.76,
"confidence": 0.89
} | null | null | null | null | null | No additional info | AI system adversarial_input by david80 No additional info | adversarial_input | null | null | david80 | null | null | null | {
"baseline_deviation": 0.88,
"entropy": 3.66,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | model-055b268c | e71537d727cf4516d1262dcb0e6a8e11 | 73d4dcf51091dbcaee3af6481b9cfed1534f2fb1 | null | null |
a1d89f6b-85f6-4818-8b42-042f5770e6b0 | 2025-06-27T18:55:43 | firewall | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|high| desc=Firewall drop HTTPS traffic from 20.202.113.153:346 to 10.33.139.114:523 No additional info | {
"geo_location": "Afghanistan",
"device_hash": "c19ceccb60c77bed2bdbd0caef15051b",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_2) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/22.0.843.0 Safari/531.0",
"session_id": "b55b744d-828d-4492-9efd-c87e40abe99d",
"risk_score": 52.88,
"confidence": 0.19
} | 20.202.113.153 | 10.33.139.114 | null | null | null | No additional info | Firewall drop HTTPS traffic from 20.202.113.153:346 to 10.33.139.114:523 No additional info | drop | 870,361 | HTTPS | null | null | null | null | null | null | null | null | 346 | 523 | 503 | null | null | null | null | null | null | null |
e6b51ec8-debc-4688-9889-a95d1e3f7ff9 | 2025-05-07T15:12:43 | iot | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC protocol_violation No additional info | {
"geo_location": "Italy",
"device_hash": "1acb296fd6e04a9d3b7f210f69a6cb5d3d9ec889",
"user_agent": "Mozilla/5.0 (Windows NT 5.01) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/23.0.897.0 Safari/531.0",
"session_id": "42a57939-505e-4b9e-8a16-2d20606fa01f",
"risk_score": 55.68,
"confidence": 0.35
} | null | null | null | null | null | No additional info | IoT device HVAC protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | {
"baseline_deviation": 1.8,
"entropy": 7.59,
"frequency_anomaly": true,
"sequence_anomaly": true
} | HVAC | iot-a6f04842 | 8.6 | null | null | null | null | null | null | null | null | null | null |
a9dea5f0-7076-4367-8df0-26b369809b7a | 2025-05-20T06:57:25 | ids_alert | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|medium| desc=Vectra AI Alert: ICS Attack detected from 101.56.45.25 targeting 141.127.223.66 No additional info | {
"geo_location": "Gibraltar",
"device_hash": "7038c83dc4d2fa0b0f2e00361bb9e585445e8768364b1d11ebc41dbfc3fe2719",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.3) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/55.0.824.0 Safari/533.1",
"session_id": "ece60a22-6e61-426a-80cb-25a1bc3dcd8f",
"risk_score": 8.6,
"confidence": 0.02
} | 101.56.45.25 | 141.127.223.66 | ICS Attack | SIG-4406 | Policy | No additional info | Vectra AI Alert: ICS Attack detected from 101.56.45.25 targeting 141.127.223.66 No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 2.94,
"entropy": 7.14,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
a649936b-f7ee-43a0-b7dd-387e5b5d0b17 | 2025-01-15T11:58:45 | ai | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by brewerjacob MITRE Technique: T1134.001 | {
"geo_location": "Austria",
"device_hash": "17ab8297605a8c678c611b0f899d6ca9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 4.0; Trident/4.0)",
"session_id": "eb61b159-5087-4507-a91c-84044f341ff1",
"risk_score": 35.07,
"confidence": 0.55
} | null | null | null | null | null | MITRE Technique: T1134.001 | AI system model_inversion by brewerjacob MITRE Technique: T1134.001 | model_inversion | null | null | brewerjacob | null | null | null | {
"baseline_deviation": 1.91,
"entropy": 2.31,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | model-0c76a431 | df0222f4c5003d436db8e1e3d0b19bd4571a96ec | 2acdbc4ee875d02aa4a8c61b4162e171fdb7dc266e6f30327e523df94673a107 | null | null |
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