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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
d66b8053-277b-4506-ade4-c463b02b9404 | 2025-05-19T12:16:36 | cloud | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|high| desc=Cloud container_escape in GCP by nflores No additional info | {
"geo_location": "United States of America",
"device_hash": "09009fcfd65c51dd8f42d5d5e6adbcccbbe0233d754f455a7fa60af9ae0535fd",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_3 rv:3.0; hi-IN) AppleWebKit/534.38.3 (KHTML, like Gecko) Version/4.1 Safari/534.38.3",
"session_id": "7605c66b-62c1-4b90-a038... | nflores | container_escape | null | null | null | No additional info | Cloud container_escape in GCP by nflores No additional info | null | null | null | null | null | null | null | null | null | GCP | res-6566e575 | null | null | null | null | null | null | null | null | null | null |
a8bbbe6f-894a-4e83-a20d-876ebe6a6444 | 2025-02-07T01:22:15 | network | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|medium| desc=Network protocol_anomaly from 177.63.65.18 to 33.7.132.234 No additional info | {
"geo_location": "North Korea",
"device_hash": "8348dff2c48613247558eef5459811147ff77c3ca28e5db3443f84628c5553fd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/3.0)",
"session_id": "ad008aa7-518c-44a0-b9ce-087823f58e67",
"risk_score": 53.05,
"confidence": 0.66
} | null | protocol_anomaly | null | null | null | No additional info | Network protocol_anomaly from 177.63.65.18 to 33.7.132.234 No additional info | {
"baseline_deviation": 0.86,
"entropy": 6.96,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 177.63.65.18 | 33.7.132.234 | null | null | null | null | null | null | null | null | null | null | TCP | 370,518 | null | null | null |
6dcd8f10-5e58-4eb8-8401-fb5f1838ef4f | 2025-05-29T20:47:34 | ids_alert | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|high| desc=Darktrace Alert: Credential Stuffing detected from 207.37.130.158 targeting N/A MITRE Technique: T1543.003 | {
"geo_location": "Colombia",
"device_hash": "f1f7a927d7ccf6f5ee201841c2ab9a0834313463",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 95; Trident/5.1)",
"session_id": "ccc9422b-e92d-4c73-9a6a-23400cf6ee62",
"risk_score": 45.75,
"confidence": 0.81
} | null | null | null | null | null | MITRE Technique: T1543.003 | Darktrace Alert: Credential Stuffing detected from 207.37.130.158 targeting N/A MITRE Technique: T1543.003 | null | null | null | null | 207.37.130.158 | N/A | Credential Stuffing | SIG-6353 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
4124c2aa-4ae6-4ea7-9a64-7168ae251df3 | 2025-02-03T22:34:16 | cloud | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in OCI by eyoung No additional info | {
"geo_location": "Madagascar",
"device_hash": "5d2d665f95717ef28ea0f48d8c3c2c237528abbc79a656eb211306af3b71f7e2",
"user_agent": "Opera/8.72.(Windows 98; Win 9x 4.90; gl-ES) Presto/2.9.170 Version/10.00",
"session_id": "970c4efa-81e3-4f66-b862-a43eba22e88c",
"risk_score": 61.51,
"confidence": 0.44
} | eyoung | crypto_mining | null | null | null | No additional info | Cloud crypto_mining in OCI by eyoung No additional info | null | null | null | null | null | null | null | null | null | OCI | res-1b718bfc | null | null | null | null | null | null | null | null | null | null |
01e7f2bf-5a7b-411f-8f21-d4ddbdd1bbf5 | 2025-03-24T06:40:19 | network | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|medium| desc=Network latency_spike from 10.183.40.203 to 215.49.18.51 No additional info | {
"geo_location": "North Korea",
"device_hash": "d480e6272b1b45b796c27cef1a3f82321babb9db7a262115c1eec9c4e1386acf",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_7 rv:3.0; bs-BA) AppleWebKit/533.14.6 (KHTML, like Gecko) Version/4.0.5 Safari/533.14.6",
"session_id": "41bf93de-75c6-4dc1-9b3b-bb11c1ded... | null | latency_spike | null | null | null | No additional info | Network latency_spike from 10.183.40.203 to 215.49.18.51 No additional info | null | null | null | null | 10.183.40.203 | 215.49.18.51 | null | null | null | null | null | null | null | null | null | null | HTTP | 131,875 | null | null | null |
0df6c39f-5d2e-47aa-a9c2-4e0c0b2ce670 | 2025-05-08T03:08:17 | ids_alert | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|low| desc=CrowdStrike Alert: Container Escape detected from 222.141.158.238 targeting 208.111.221.228 No additional info noise=tag/tags | {
"geo_location": "Indonesia",
"device_hash": "228803baa72848cfb4b5f7ff236c5b4a640fe8b79df43aee72911f5a6a439757",
"user_agent": "Opera/8.69.(X11; Linux i686; fi-FI) Presto/2.9.165 Version/12.00",
"session_id": "ccdadaa3-bb53-4e39-974a-3e377f63a064",
"risk_score": 41.83,
"confidence": 0.48
} | null | null | null | null | null | No additional info | CrowdStrike Alert: Container Escape detected from 222.141.158.238 targeting 208.111.221.228 No additional info | null | null | null | null | 222.141.158.238 | 208.111.221.228 | Container Escape | SIG-9801 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
f694c6ac-2a94-4976-b529-af82df984699 | 2025-06-09T20:03:36 | firewall | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only HTTP traffic from 27.185.136.219:46630 to 96.171.170.237:28127 No additional info | {
"geo_location": "Sweden",
"device_hash": "0b225717e74589dd6d6b048254fe5bc55f843857a924c7464ec246e06261e3d0",
"user_agent": "Mozilla/5.0 (Windows NT 11.0; ps-AF; rv:1.9.2.20) Gecko/7777-06-24 04:19:14 Firefox/10.0",
"session_id": "1e5fd822-107b-463a-83da-969d0fe3584a",
"risk_score": 40.44,
"confidence": 0.... | null | log-only | null | null | null | No additional info | Firewall log-only HTTP traffic from 27.185.136.219:46630 to 96.171.170.237:28127 No additional info | null | null | null | null | 27.185.136.219 | 96.171.170.237 | null | null | null | null | null | null | null | null | 46,630 | 28,127 | HTTP | 709,980 | 1,472 | null | null |
870cb8ed-20d4-4d83-9946-cf135fcf9df9 | 2025-05-16T00:44:39 | ai | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|info| desc=AI system api_abuse by debra89 No additional info noise=A69FB78E | {
"geo_location": "Vietnam",
"device_hash": "a4b79fc6dcdb063e3207494e6c68db05d402fe47",
"user_agent": "Opera/9.86.(X11; Linux i686; eo-US) Presto/2.9.173 Version/12.00",
"session_id": "58c20859-d93a-475c-a0e7-5c961575d4d0",
"risk_score": 88.04,
"confidence": 0.01
} | debra89 | api_abuse | null | null | null | No additional info | AI system api_abuse by debra89 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-49ad730d | 402193dcc6dc7f9c8fa8bfcdbb19141e3f07be6217d31da73f22cc2406781c67 | 7bf833da8267767f257832fdb28dc864d5469206e04d0eda578d858d6b17d250 | null | null | null | null | null | null | null |
643b8942-3b12-4343-873c-89f87a802a44 | 2028-06-25T01:08:30 | cloud | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|high| desc=Cloud config_change in Alibaba by morrisrichard No additional info | {
"geo_location": "Timor-Leste",
"device_hash": "2dc5db2b8c1af29ab9a3654d6974fecc8e035cb3ae3cf2456b690cce8fecfdd8",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/535.24.1 (KHTML, like Gecko) Version/4.0.2 Safari/535.24.1",
"session_id": "e95cf3a2-bb8e-4f52-a1e4-4b6d60732fa7",
"risk_score... | morrisrichard | config_change | null | null | null | No additional info | Cloud config_change in Alibaba by morrisrichard No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-0e26a4db | null | null | null | null | null | null | null | null | null | null |
4aa4dd54-5c5d-4dfa-8892-8db89c5b006e | 2025-06-16T04:33:56 | ids_alert | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|low| desc=Vectra AI Alert: Port Scan detected from 146.184.58.194 targeting N/A MITRE Technique: T1566.001 | {
"geo_location": "Argentina",
"device_hash": "d9d32ca7187a8797f7907d3c7ac8d7e27635b7fb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/5.0)",
"session_id": "646bee24-e580-4198-b83b-7b23a5fb570e",
"risk_score": 79.77,
"confidence": 0.47
} | null | null | null | null | null | MITRE Technique: T1566.001 | Vectra AI Alert: Port Scan detected from 146.184.58.194 targeting N/A MITRE Technique: T1566.001 | null | null | null | null | 146.184.58.194 | N/A | Port Scan | SIG-9338 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
9b154bd7-74a1-4ec5-8633-2bb95de2bca4 | 2025-02-11T21:22:35 | ids_alert | AlienVault v5.7.0 | emergency | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|emergency| desc=AlienVault Alert: MFA Bypass detected from 33.38.191.91 targeting 10.138.127.249 No additional info noise=list | {
"geo_location": "Guernsey",
"device_hash": "2d99a7fd4e5066c911f7e32a30e7b87c",
"user_agent": "Opera/8.21.(Windows NT 5.1; ia-FR) Presto/2.9.188 Version/12.00",
"session_id": "da260938-c366-4435-85e3-603dffdb0d76",
"risk_score": 44.45,
"confidence": 0.13
} | null | null | null | null | null | No additional info | AlienVault Alert: MFA Bypass detected from 33.38.191.91 targeting 10.138.127.249 No additional info | null | null | null | null | 33.38.191.91 | 10.138.127.249 | MFA Bypass | SIG-7010 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
e77eb78f-f0c1-4e3e-8afb-acd3f5e8076c | 2025-06-03T02:50:32 | ids_alert | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|medium| desc=Wazuh Alert: Domain Fronting detected from 44.204.163.166 targeting 89.113.124.33 Zero-day exploit pattern detected | {
"geo_location": "Iran",
"device_hash": "b38df75505fb5fb272cd162da5cb85c7",
"user_agent": "Opera/8.20.(X11; Linux x86_64; hak-TW) Presto/2.9.177 Version/10.00",
"session_id": "cbe8a7d9-c6c9-4020-bb8c-4f382bef23f6",
"risk_score": 31.73,
"confidence": 0.45
} | null | null | null | null | null | Zero-day exploit pattern detected | Wazuh Alert: Domain Fronting detected from 44.204.163.166 targeting 89.113.124.33 Zero-day exploit pattern detected | {
"baseline_deviation": 2.13,
"entropy": 6.22,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 44.204.163.166 | 89.113.124.33 | Domain Fronting | SIG-1851 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
bc56bda7-f43d-4585-a8a8-ad88830a6318 | 2025-04-12T18:19:42 | endpoint | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec success by campbelljohn No additional info | {
"geo_location": "Turkey",
"device_hash": "189278faa8974b7c35b2018dce7d09c1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 4.0; Trident/4.0)",
"session_id": "885eb9f0-8c50-4569-bb82-4c3c20cdbd00",
"risk_score": 60.25,
"confidence": 0.79
} | campbelljohn | wmi_exec | success | 1,861 | explorer.exe | No additional info | Endpoint wmi_exec success by campbelljohn No additional info | {
"baseline_deviation": 1.45,
"entropy": 2.75,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1adf203e-08c3-4ebf-8ef6-4505f0387ea1 | 2025-06-23T20:01:20 | network | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|low| desc=Network covert_channel from 65.89.122.37 to 10.12.165.226 Associated Threat Actor: Inception Framework | Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Sweden",
"device_hash": "47077fdf8dace9beab23d9ef5d2e7097ecfa3653aa5c07436da91b486a9e952c",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_2; rv:1.9.2.20) Gecko/5379-01-22 11:42:41 Firefox/3.6.4",
"session_id": "48404a6c-c3c7-4263-8854-9fe1271838f0",
"risk_score": 87.15,
"c... | null | covert_channel | null | null | null | Associated Threat Actor: Inception Framework | Unconventional IOC: Thermal sensor anomalies | Network covert_channel from 65.89.122.37 to 10.12.165.226 Associated Threat Actor: Inception Framework | Unconventional IOC: Thermal sensor anomalies | null | null | null | null | 65.89.122.37 | 10.12.165.226 | null | null | null | null | null | null | null | null | null | null | UDP | 228,484 | null | null | null |
141dad33-3612-4f29-a9a8-b3d3ea4814fe | 2025-03-29T12:42:19 | network | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|info| desc=Network beaconing from 217.230.48.11 to 12.179.231.237 No additional info noise=main/explore/list | {
"geo_location": "Uruguay",
"device_hash": "55f0620eea638c065c2d6fd9b7aaeffba3034c1ffe1981db5a9be4ac2603def9",
"user_agent": "Opera/9.45.(Windows 95; am-ET) Presto/2.9.166 Version/10.00",
"session_id": "d6e31acf-8f67-44c8-a3ef-d1d6f211b6af",
"risk_score": 41.51,
"confidence": 0.6
} | null | beaconing | null | null | null | No additional info | Network beaconing from 217.230.48.11 to 12.179.231.237 No additional info | null | null | null | null | 217.230.48.11 | 12.179.231.237 | null | null | null | null | null | null | null | null | null | null | UDP | 38,329 | null | null | null |
09a4c3d3-c34b-4533-a9ee-2fb488bd98c6 | 2025-04-18T16:24:03 | iot | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor unusual_activity MITRE Technique: T1059.005 | {
"geo_location": "Haiti",
"device_hash": "ef35f3b92a7b9485f2b6c48f3211bac4",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/50.0.885.0 Mobile/09G402 Safari/535.2",
"session_id": "7b650692-2b43-46ff-b9d9-2cd8ac5e23cf",
"risk_score": 53.59,
"conf... | null | unusual_activity | null | null | null | MITRE Technique: T1059.005 | IoT device Sensor unusual_activity MITRE Technique: T1059.005 | null | Sensor | iot-f4c7cf3a | 4.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1730f4ef-9d00-445a-bf53-064f5e68c6e0 | 2025-02-13T14:58:41 | endpoint | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access deal by hardydavid MITRE Technique: T1218.011 | {
"geo_location": "Moldova",
"device_hash": "8c8cfcaaf2f19b79addf2f174790ac4fbd0ee9b9",
"user_agent": "Mozilla/5.0 (Linux; Android 2.0) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/31.0.891.0 Safari/535.2",
"session_id": "08f77f62-4220-475f-bf8b-b571d79b0798",
"risk_score": 70.83,
"confidence": 0.47
} | hardydavid | file_access | deal | 5,736 | cmd.exe | MITRE Technique: T1218.011 | Endpoint file_access deal by hardydavid MITRE Technique: T1218.011 | {
"baseline_deviation": 1.76,
"entropy": 5.78,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
00d9ba63-db15-42f0-839e-e7e0d90cbf6a | 2025-06-22T22:14:24 | endpoint | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint service_install /figure/debate.numbers by gilbertashlee No additional info noise=TW92ZW1lbnQu | {
"geo_location": "Bangladesh",
"device_hash": "5aa791c91a7c94bc753efc15722d9271906820521058334a9bd9f04d7b0add03",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) CriOS/56.0.844.0 Mobile/58Q138 Safari/531.0",
"session_id": "ed265153-b495-45ef-8128-b0... | gilbertashlee | service_install | /figure/debate.numbers | 5,830 | cmd.exe | No additional info | Endpoint service_install /figure/debate.numbers by gilbertashlee No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bead41cb-c9fc-47b6-816b-0c13e33bcfd8 | 2025-04-27T00:51:55 | endpoint | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|info| desc=Endpoint memory_injection in by aglenn No additional info | {
"geo_location": "Anguilla",
"device_hash": "76f730fd6a7769d8c242f9fbc95ef2722e4c3e5e",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/15.0.895.0 Safari/533.2",
"session_id": "81a01487-d08d-47b2-b58f-77cc27349d13",
"risk_score": 0,
"confidence": 0.68
} | aglenn | memory_injection | in | 3,417 | powershell.exe | No additional info | Endpoint memory_injection in by aglenn No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3658a452-52d5-40c9-ae4b-0243187581f2 | 2025-02-12T12:09:40 | auth | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|low| desc=Auth timeout for carlosdelacruz via biometric from 223.252.197.20 No additional info | {
"geo_location": "Poland",
"device_hash": "0903b8f353c8f10dffe2eaf90972f1bd00adc95116da4be56646a8a4ec6770dc",
"user_agent": "Mozilla/5.0 (Linux; Android 1.6) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/41.0.800.0 Safari/536.1",
"session_id": "cd269184-918c-4a89-a7ff-502b12f3f05a",
"risk_score": 44.91,
"co... | carlosdelacruz | timeout | null | null | null | No additional info | Auth timeout for carlosdelacruz via biometric from 223.252.197.20 No additional info | null | null | null | null | 223.252.197.20 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | cb:f1:30:60:27:a2 |
7bceb220-e380-4791-9ce5-54098f9f9fb1 | 2025-01-31T05:06:35 | ai | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|high| desc=AI system membership_inference by jkey No additional info | {
"geo_location": "Denmark",
"device_hash": "441d5a5bc36f4a6724c90cb05911430e1c6b5f7893f4a381f5501d729e2a0ca6",
"user_agent": "Opera/8.30.(X11; Linux x86_64; my-MM) Presto/2.9.180 Version/12.00",
"session_id": "b374fbbf-9066-41eb-b34f-a407bbc8ae57",
"risk_score": 7.82,
"confidence": 0.41
} | jkey | membership_inference | null | null | null | No additional info | AI system membership_inference by jkey No additional info | null | null | null | null | null | null | null | null | null | null | null | model-c76e5194 | 83da1f793f8b6581d27ef352fb65ede6b0ae7de91499556643c720220baad7d2 | b2d5d994ee6a267ca3c3ff845736bdfb | null | null | null | null | null | null | null |
83ce2acb-45e9-4a65-8b7e-3cbc58a48e98 | 2025-02-03T22:18:58 | endpoint | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|medium| desc=Endpoint powershell_exec /understand/you.flac by osexton MITRE Technique: T1134.001 | {
"geo_location": "Barbados",
"device_hash": "5dfa9072ed2094c62d0dfbd016fca6ed0dce9689d1001b649afdc562dca2d87a",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_5 rv:6.0; ga-IE) AppleWebKit/533.42.3 (KHTML, like Gecko) Version/4.0 Safari/533.42.3",
"session_id": "b537614a-3c97-403b-88e4-d1657075ad8f... | osexton | powershell_exec | /understand/you.flac | 9,704 | svchost.exe | MITRE Technique: T1134.001 | Endpoint powershell_exec /understand/you.flac by osexton MITRE Technique: T1134.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e1fc9201-9c20-48c8-8f45-64b551d31722 | 2025-06-26T14:20:22 | network | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|critical| desc=Network connection from 10.6.161.137 to 1.143.94.29 No additional info | {
"geo_location": "Bhutan",
"device_hash": "31e647655f356f0cee6ec85162ca7e30c8f33ae7",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; en-PK) AppleWebKit/532.47.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6532.47.5",
"session_id": "643c706a-b3c2-4683-acad-05f876fda66f",
"risk... | null | connection | null | null | null | No additional info | Network connection from 10.6.161.137 to 1.143.94.29 No additional info | null | null | null | null | 10.6.161.137 | 1.143.94.29 | null | null | null | null | null | null | null | null | null | null | HTTPS | 851,665 | null | null | null |
d365bc5a-3723-40dc-984c-d758e451ab06 | 2025-07-01T20:14:53 | ai | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|info| desc=AI system model_access by hesskara No additional info | {
"geo_location": "Nicaragua",
"device_hash": "69fddde2c90b4f79e56e2cabf6e73f0b",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_1; rv:1.9.3.20) Gecko/9791-05-13 10:25:46 Firefox/14.0",
"session_id": "49ad27e6-85e2-4e06-922d-efac77436a81",
"risk_score": 50.83,
"confidence": 0.6
} | hesskara | model_access | null | null | null | No additional info | AI system model_access by hesskara No additional info | null | null | null | null | null | null | null | null | null | null | null | model-e58cac8b | 7afeef94dd61fe0de13c63cf8bd7b071be544f6ca53f5847f7d8aa73286736c6 | d4ffd52bca0cb1eacb5943cac6a18bb30a17a145 | null | null | null | null | null | null | null |
4728096a-c68e-4baf-bc08-689d673bcfba | 2025-07-02T04:04:22 | auth | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|info| desc=Auth challenge for christopher97 via key from 81.228.73.226 No additional info | {
"geo_location": "Dominican Republic",
"device_hash": "f53ea78308ec9afd76bc1a19700cb46a037aa5f3",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_2 rv:2.0; my-MM) AppleWebKit/531.34.6 (KHTML, like Gecko) Version/4.0.5 Safari/531.34.6",
"session_id": "4b48f7c6-611f-482e-bb2c-c1782c1ce089",
"ris... | christopher97 | challenge | null | null | null | No additional info | Auth challenge for christopher97 via key from 81.228.73.226 No additional info | null | null | null | null | 81.228.73.226 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 2b:84:00:7e:cc:f4 |
8936472a-6a36-4c6d-964d-2aa650f84cca | 2025-04-20T03:17:13 | cloud | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in OCI by tara72 MITRE Technique: T1059.001 | {
"geo_location": "United Arab Emirates",
"device_hash": "a135303bbb9b19ec0af747bc45099a26",
"user_agent": "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/13.0.809.0 Safari/531.1",
"session_id": "5caa8208-71ef-4c46-8f42-d2365b4c4de9",
"risk_score": 75.12,
"confidence": 0.47
} | tara72 | crypto_mining | null | null | null | MITRE Technique: T1059.001 | Cloud crypto_mining in OCI by tara72 MITRE Technique: T1059.001 | null | null | null | null | null | null | null | null | null | OCI | res-75c1558c | null | null | null | null | null | null | null | null | null | null |
25fd708b-f38b-4166-ae4c-ccb279fe160d | 2025-07-06T17:13:46 | firewall | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|critical| desc=Firewall inspect UDP traffic from 220.254.96.17:577 to 56.25.243.219:15027 Associated Threat Actor: Lazarus Group | {
"geo_location": "Saint Helena",
"device_hash": "68afabb1c147cfb190a7ba8a13b90b4176633dd5",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_8 rv:5.0; ar-DZ) AppleWebKit/532.22.6 (KHTML, like Gecko) Version/5.0.4 Safari/532.22.6",
"session_id": "1db14517-f217-4e25-abef-f2c371f36d05",
"risk_score":... | null | inspect | null | null | null | Associated Threat Actor: Lazarus Group | Firewall inspect UDP traffic from 220.254.96.17:577 to 56.25.243.219:15027 Associated Threat Actor: Lazarus Group | null | null | null | null | 220.254.96.17 | 56.25.243.219 | null | null | null | null | null | null | null | null | 577 | 15,027 | UDP | 279,704 | 2,307 | null | null |
535d6bef-5b4f-4ec0-837c-e6ce04eed5e7 | 2025-01-15T00:29:47 | cloud | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in GCP by larry59 MITRE Technique: T1566.001 noise=tags/explore/wp-content | {
"geo_location": "Wallis and Futuna",
"device_hash": "7056e25eb2dd14ee7093c282804c6406b49dba6d",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/12.0l6926.0 Mobile/61K741 Safari/536.0",
"session_id": "88f0fe05-ba01-4c77-bcd2-f4f000fd0e71",
"ri... | larry59 | config_change | null | null | null | MITRE Technique: T1566.001 | Cloud config_change in GCP by larry59 MITRE Technique: T1566.001 | null | null | null | null | null | null | null | null | null | GCP | res-ff55e432 | null | null | null | null | null | null | null | null | null | null |
f4b06195-e1c4-476e-a368-68b84fd63fc4 | 2025-06-17T11:00:40 | network | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 69.3.45.108 to 58.98.49.206 No additional info noise=difficult|pressure|recently | {
"geo_location": "Papua New Guinea",
"device_hash": "b90ed19473bb382019f5041b3515c39c2c0916c4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/3.1)",
"session_id": "ef301e81-6394-4014-9e3c-863d47318a51",
"risk_score": 33.11,
"confidence": 0.26
} | null | latency_spike | null | null | null | No additional info | Network latency_spike from 69.3.45.108 to 58.98.49.206 No additional info | null | null | null | null | 69.3.45.108 | 58.98.49.206 | null | null | null | null | null | null | null | null | null | null | TCP | 93,105 | null | null | null |
e8f000a0-7976-4c68-8555-b719e9322363 | 2025-04-16T18:44:21 | ai | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by matthewmorgan No additional info | {
"geo_location": "Uzbekistan",
"device_hash": "ab3c0f85bd5f3fe30679554b2112c42f",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_8) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/46.0.869.0 Safari/536.1",
"session_id": "5d1a5ee8-2784-4547-9322-03a723d9d3f7",
"risk_score": 53.71,
"confidence": 0.88
... | matthewmorgan | prompt_injection | null | null | null | No additional info | AI system prompt_injection by matthewmorgan No additional info | null | null | null | null | null | null | null | null | null | null | null | model-a4096f10 | a00afbdf959231db0f94a4f76f479a8609cd9cbe | 7083e4387e2494bd3a49a2538160580d204687ed | null | null | null | null | null | null | null |
49e2ac83-e5a9-4b98-b033-e8dbb154c96d | 2025-04-21T20:43:05 | endpoint | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint scheduled_task /provide/happy.pages by tbrock No additional info | {
"geo_location": "Vietnam",
"device_hash": "cf672b9f3e65e6fd664109797a9f63651fbe648c",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/534.30.4 (KHTML, like Gecko) Version/5.1 Safari/534.30.4",
"session_id": "7a9ab841-d460-4768-a7d2-9cfcf44ef673",
"risk_score": 31.41,
"confidence": 0.18
} | tbrock | scheduled_task | /provide/happy.pages | 784 | cmd.exe | No additional info | Endpoint scheduled_task /provide/happy.pages by tbrock No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
71c3f035-33c9-4d0c-b2a6-16d19c75985f | 2025-04-14T22:33:00 | ai | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|low| desc=AI system api_abuse by shawnreyes Associated Threat Actor: Scattered Spider | {
"geo_location": "Saint Vincent and the Grenadines",
"device_hash": "ece92f5f3cedb1393c6bc73cbf4223f4",
"user_agent": "Opera/9.45.(X11; Linux i686; fa-IR) Presto/2.9.173 Version/11.00",
"session_id": "3b20b06f-5610-4e43-8d14-ed469cd9cfae",
"risk_score": 19.62,
"confidence": 0.72
} | shawnreyes | api_abuse | null | null | null | Associated Threat Actor: Scattered Spider | AI system api_abuse by shawnreyes Associated Threat Actor: Scattered Spider | null | null | null | null | null | null | null | null | null | null | null | model-aa36f414 | 248f7fd20dd6f40990fdc266c4a6c19822b1f743 | 192214e7f67b465cf24a571d1a03e41eb1c48e01d61b468a75aa9c3e9cb75a09 | null | null | null | null | null | null | null |
4f55257c-3b61-4624-b682-efdd41332385 | 2025-02-17T15:14:33 | iot | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor battery_drain No additional info | {
"geo_location": "Guatemala",
"device_hash": "eb95059d32e0a48ca704940528229e32",
"user_agent": "Opera/8.55.(X11; Linux x86_64; bho-IN) Presto/2.9.166 Version/11.00",
"session_id": "83308f8f-c054-4025-b1fe-ca754d5f3c7c",
"risk_score": 32.87,
"confidence": 0.2
} | null | battery_drain | null | null | null | No additional info | IoT device Sensor battery_drain No additional info | null | Sensor | iot-e6c3bd10 | 2.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2f3c0cdd-bb10-4f84-9e70-b9bfdd96c5b9 | 2025-06-23T00:44:11 | firewall | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|high| desc=Firewall deny SSH traffic from 195.176.1.121:332 to 24.180.97.46:43554 No additional info noise=fire|certainly|seek | {
"geo_location": "Australia",
"device_hash": "90717ab4716d1725eca58dff081fc97e",
"user_agent": "Mozilla/5.0 (Android 4.4.2; Mobile; rv:60.0) Gecko/60.0 Firefox/60.0",
"session_id": "94b835aa-55ea-41d2-b9dc-e0a71e2a097e",
"risk_score": 54.59,
"confidence": 0.26
} | null | deny | null | null | null | No additional info | Firewall deny SSH traffic from 195.176.1.121:332 to 24.180.97.46:43554 No additional info | null | null | null | null | 195.176.1.121 | 24.180.97.46 | null | null | null | null | null | null | null | null | 332 | 43,554 | SSH | 308,761 | 1,169 | null | null |
e29ffc24-faef-454a-8e7d-3d17f87cf359 | 2025-03-27T14:19:39 | ai | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|medium| desc=AI system model_inversion by pricedavid No additional info | {
"geo_location": "Qatar",
"device_hash": "e2d64411e3c542f4a9d76af1e267fd86",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/4.0)",
"session_id": "38a1c272-0bbf-42f1-9ac6-1ca47bb3338c",
"risk_score": 63.59,
"confidence": 0.26
} | pricedavid | model_inversion | null | null | null | No additional info | AI system model_inversion by pricedavid No additional info | null | null | null | null | null | null | null | null | null | null | null | model-8ec88c60 | 55f11e8d6055cf068a25929ec292508d07415c7c | 0f7f104fbaf9abe60819f324d23266c49c7129d86e1596e29e219691a8985414 | null | null | null | null | null | null | null |
bd1efad3-0e1c-4c11-b794-c3855f6f2008 | 2025-03-05T02:15:29 | ai | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|info| desc=AI system model_inversion by melissawong MITRE Technique: T1078.004 noise=B3291C23 | {
"geo_location": "Pakistan",
"device_hash": "afaa9a1000c5005d8e48111f86daedac81c0986a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/3.0)",
"session_id": "5d19056c-691c-4641-9ef5-d96f70875d53",
"risk_score": 26.89,
"confidence": 0.8
} | melissawong | model_inversion | null | null | null | MITRE Technique: T1078.004 | AI system model_inversion by melissawong MITRE Technique: T1078.004 | null | null | null | null | null | null | null | null | null | null | null | model-43cc6208 | a91674c8100be048fd80c41472abf3d0 | d3b939bd3ff29c0d7777278a751841e12f72fde2 | null | null | null | null | null | null | null |
239f9536-61de-44a0-907c-9f3eeca14599 | 2025-01-26T23:21:29 | firewall | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|high| desc=Firewall drop RDP traffic from 207.181.83.214:619 to 86.130.144.203:52 No additional info | {
"geo_location": "China",
"device_hash": "4e027ae0d3e29ca9e1ef8f9353780535d1b117ffaf4de0eccc61579dac1958e0",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_9 rv:4.0; sk-SK) AppleWebKit/531.18.7 (KHTML, like Gecko) Version/5.0.2 Safari/531.18.7",
"session_id": "f2c13862-8f09-4757-b70e-9340c37eabbc"... | null | drop | null | null | null | No additional info | Firewall drop RDP traffic from 207.181.83.214:619 to 86.130.144.203:52 No additional info | null | null | null | null | 207.181.83.214 | 86.130.144.203 | null | null | null | null | null | null | null | null | 619 | 52 | RDP | 804,067 | 82 | null | null |
1261c416-5070-43d7-aa8d-3785ea04676f | 2025-07-07T05:05:15 | cloud | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|low| desc=Cloud permission_escalation in Alibaba by lindseymiller No additional info | {
"geo_location": "Norfolk Island",
"device_hash": "6570129e36ce8e31ed598d961d987f82119a5552",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/5.0)",
"session_id": "1a1799eb-0588-4782-a1f9-20cbf791b5a4",
"risk_score": 34.94,
"confidence": 0.5
} | lindseymiller | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in Alibaba by lindseymiller No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-eb662bcb | null | null | null | null | null | null | null | null | null | null |
6fe3ad42-94dc-4997-a473-62a56e1b8cfa | 2025-05-30T08:50:11 | firewall | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|info| desc=Firewall drop HTTP traffic from 164.213.199.30:607 to 189.164.211.60:351 No additional info | {
"geo_location": "Kyrgyz Republic",
"device_hash": "2cceddb9200143ba360cc308684919cee86a776dac51438a95d1acb0b0f679c6",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; ko-KR) AppleWebKit/533.48.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6533.48.5",
"session_id": "52e03405-e973... | null | drop | null | null | null | No additional info | Firewall drop HTTP traffic from 164.213.199.30:607 to 189.164.211.60:351 No additional info | null | null | null | null | 164.213.199.30 | 189.164.211.60 | null | null | null | null | null | null | null | null | 607 | 351 | HTTP | 229,287 | 1,257 | null | null |
1da6bcac-00fe-4bc8-8a55-12137abb5a51 | 2025-01-26T16:25:46 | iot | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC side_channel Unconventional IOC: GPU memory artifacts | {
"geo_location": "Taiwan",
"device_hash": "122670a544cb66941e1dafcfd206a3bb44e1d48b0cd831212fd011005df476a3",
"user_agent": "Opera/8.70.(Windows NT 4.0; pap-AW) Presto/2.9.168 Version/12.00",
"session_id": "63a0cf28-eda2-416b-a6cb-3e43e79c2e3a",
"risk_score": 64.95,
"confidence": 0.14
} | null | side_channel | null | null | null | Unconventional IOC: GPU memory artifacts | IoT device HVAC side_channel Unconventional IOC: GPU memory artifacts | null | HVAC | iot-d350d757 | 8.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e8f325cb-c2bf-4691-bdb3-03c0e2cc3c81 | 2025-04-09T00:44:17 | firewall | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine DNS traffic from 149.111.214.98:660 to 116.64.91.77:738 MITRE Technique: T1566.001 | {
"geo_location": "Cyprus",
"device_hash": "31bfdb2c1bc1014d13f70b25cd1694853baaec52",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/534.10.7 (KHTML, like Gecko) Version/4.0.3 Safari/534.10.7",
"session_id": "bb31b11f-0f8f-4c6b-9cd4-e15b2fcdc994",
"risk_score": 64.48,
"confidence": 0.83
} | null | quarantine | null | null | null | MITRE Technique: T1566.001 | Firewall quarantine DNS traffic from 149.111.214.98:660 to 116.64.91.77:738 MITRE Technique: T1566.001 | null | null | null | null | 149.111.214.98 | 116.64.91.77 | null | null | null | null | null | null | null | null | 660 | 738 | DNS | 897,682 | 1,712 | null | null |
7b91a0df-e9b7-41ec-a8f5-9e634ada93e4 | 2027-10-10T23:36:30 | ai | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|low| desc=AI system model_inversion by millerjames No additional info | {
"geo_location": "Kiribati",
"device_hash": "589f09f8ed864ad67a5c3bcb4f21f1aa5ee556c191cfe3279184d66578678666",
"user_agent": "Opera/9.44.(X11; Linux i686; oc-FR) Presto/2.9.165 Version/12.00",
"session_id": "8ade5d21-62f0-4b39-ab0d-bfe4d4097838",
"risk_score": 71.35,
"confidence": 0.81
} | millerjames | model_inversion | null | null | null | No additional info | AI system model_inversion by millerjames No additional info | null | null | null | null | null | null | null | null | null | null | null | model-aa87e09b | b312bf74cf9dfa1e69284fe71f6c1243 | 12e56e414552358ffdf182b07ac426751c613551dd58e0e61badf718c369b996 | null | null | null | null | null | null | null |
23e82491-1d4c-43b0-80b9-f30004fa1467 | 2025-06-23T22:09:11 | iot | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical side_channel No additional info | {
"geo_location": "Burkina Faso",
"device_hash": "5b1c015e3cfc0674db6f25857fdd4e75299e98a040e4577b27eccb78d8282c57",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/534.6.7 (KHTML, like Gecko) Version/4.0.1 Safari/534.6.7",
"session_id": "39f77f36-9f92-4045-98c0-1e86d7989705",
"risk_score... | null | side_channel | null | null | null | No additional info | IoT device Medical side_channel No additional info | null | Medical | iot-ec61f5c3 | 8.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c7b6c350-b455-47ee-943f-7d39e7c4ee24 | 2025-05-14T19:07:53 | auth | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|low| desc=Auth success for alanhill via passwordless from 101.21.20.138 No additional info | {
"geo_location": "Croatia",
"device_hash": "70cb8a804e0452b63f365f9a9a70cfa0d8d4d006",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/19.0.818.0 Safari/532.1",
"session_id": "cd4a109f-be00-4461-9a34-7326c8771e5f",
"risk_score": 80.66,
"confidence": 0.82
} | alanhill | success | null | null | null | No additional info | Auth success for alanhill via passwordless from 101.21.20.138 No additional info | null | null | null | null | 101.21.20.138 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 5a:54:05:eb:a2:03 |
696db246-14bd-480f-a056-0a30639e94e6 | 2025-07-01T12:34:18 | network | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|low| desc=Network covert_channel from 114.63.91.209 to 154.52.49.246 No additional info | {
"geo_location": "Portugal",
"device_hash": "46c5aa2de908ce98cede773a237ff3d37b5b7e944bc8068aa9669d4ea38bec2e",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/4286-07-18 09:43:54 Firefox/9.0",
"session_id": "5772264d-8216-46df-a8d9-ceb574e370b8",
"risk_score": 36.13,
"confidence": 0.45
} | null | covert_channel | null | null | null | No additional info | Network covert_channel from 114.63.91.209 to 154.52.49.246 No additional info | null | null | null | null | 114.63.91.209 | 154.52.49.246 | null | null | null | null | null | null | null | null | null | null | TCP | 777,076 | null | null | null |
f8a60bf7-3a8d-4f8e-9710-10dd559f80a3 | 2025-03-02T18:31:49 | ai | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by erikarose No additional info noise=prepare|music|raise | {
"geo_location": "Colombia",
"device_hash": "f664ee781afaa7b16ade6d8abc441d2d69a68baa",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 4.0; Trident/4.0)",
"session_id": "5b5f2f30-b755-496f-bd57-d95ef372b8d3",
"risk_score": 66.77,
"confidence": 0.33
} | erikarose | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by erikarose No additional info | null | null | null | null | null | null | null | null | null | null | null | model-ead2572d | 18b490dbfacf3669529d80ef440f2c6fb343f11d | 5c95fff8f8c139b9c967a8b426d1391c | null | null | null | null | null | null | null |
1bfc4055-cb31-48ad-b1aa-397697ca74a9 | 2025-02-05T08:55:20 | auth | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|info| desc=Auth bypass for monica21 via biometric from 43.235.75.138 MITRE Technique: T1574.002 | {
"geo_location": "Senegal",
"device_hash": "acf13043b918720e149034e377db8256a3e6fd5ccc6aeb69cd78f56f1a96ffe5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.2; Trident/3.1)",
"session_id": "ea5576b7-b0d4-4ac8-b08e-e276198b46f7",
"risk_score": 69.68,
"confidence": 0.41
} | monica21 | bypass | null | null | null | MITRE Technique: T1574.002 | Auth bypass for monica21 via biometric from 43.235.75.138 MITRE Technique: T1574.002 | null | null | null | null | 43.235.75.138 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 30:44:36:96:75:a4 |
f6743be6-ba86-431a-8d82-ee61268711e8 | 2025-01-22T00:03:46 | endpoint | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec /whose/thank.bmp by ian72 MITRE Technique: T1543.003 noise=TWVhc3VyZS4= | {
"geo_location": "Egypt",
"device_hash": "a7bb33495882e8f94406db0c3950c8cd2182284f50f4ba4b4fea8c6e233d288c",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/2230-10-13 13:11:32 Firefox/3.8",
"session_id": "5110181b-e727-44e1-9a94-a333274a697b",
"risk_score": 50.9,
"confidence": 0.96
} | ian72 | wmi_exec | /whose/thank.bmp | 4,416 | powershell.exe | MITRE Technique: T1543.003 | Endpoint wmi_exec /whose/thank.bmp by ian72 MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3dbd51cf-ff98-4f94-8e5f-758806b637b9 | 2025-06-04T19:05:38 | auth | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|low| desc=Auth bypass for smithmelissa via password from 28.185.57.250 MITRE Technique: T1190 | {
"geo_location": "French Southern Territories",
"device_hash": "84a48fe6acd970767aaa21cea810a528cfea437537f53c626124e96fadf77544",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.01; Trident/5.1)",
"session_id": "97143bbb-b3cb-4e28-a43d-f71a94e38c32",
"risk_score": 49.46,
"confidence": 0.07
... | smithmelissa | bypass | null | null | null | MITRE Technique: T1190 | Auth bypass for smithmelissa via password from 28.185.57.250 MITRE Technique: T1190 | null | null | null | null | 28.185.57.250 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 76:e7:24:df:c6:f2 |
34c1d019-545e-4e72-b9ab-240dfffc12a5 | 2025-01-16T11:13:51 | endpoint | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access /poor/operation.doc by qcastro MITRE Technique: T1053.005 | Associated Threat Actor: Leafminer noise=search | {
"geo_location": "Saudi Arabia",
"device_hash": "cc3f21030e765442a106f963c8b847b7be53f8f0e5289dd3e09f9fb1f61fa245",
"user_agent": "Opera/9.96.(X11; Linux x86_64; mag-IN) Presto/2.9.183 Version/10.00",
"session_id": "51350f1e-4e50-4fd0-9597-fdcb67c023ae",
"risk_score": 21.92,
"confidence": 0.93
} | qcastro | file_access | /poor/operation.doc | 8,948 | cmd.exe | MITRE Technique: T1053.005 | Associated Threat Actor: Leafminer | Endpoint file_access /poor/operation.doc by qcastro MITRE Technique: T1053.005 | Associated Threat Actor: Leafminer | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fdc5c620-d5f9-40b1-b53f-f2d5f8f9dc2c | 2025-06-25T01:02:42 | endpoint | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint persistence_mechanism live by joygordon Fileless execution detected | {
"geo_location": "Malawi",
"device_hash": "51c9fd0f51bff4327a321645c19060d29935cc82cfc8c052d09689674a79df20",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 9_3_5 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/17.2n2569.0 Mobile/72W779 Safari/534.2",
"session_id": "ebe2ea51-7891-465e-a3a8-1aeb06... | joygordon | persistence_mechanism | live | 9,210 | powershell.exe | Fileless execution detected | Endpoint persistence_mechanism live by joygordon Fileless execution detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6b46ae7d-f026-4c3d-a414-61b75321cb01 | 2025-05-07T10:55:09 | network | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 10.183.58.217 to 92.59.150.221 No additional info | {
"geo_location": "Sao Tome and Principe",
"device_hash": "1ddb8b2d72867d79cd91a6c9b0b39ad0",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; nan-TW) AppleWebKit/532.39.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B119 Safari/6532.39.1",
"session_id": "9328a112-ae86-415e-8063-b5a51a0ad63d",... | null | bandwidth_usage | null | null | null | No additional info | Network bandwidth_usage from 10.183.58.217 to 92.59.150.221 No additional info | null | null | null | null | 10.183.58.217 | 92.59.150.221 | null | null | null | null | null | null | null | null | null | null | UDP | 189,731 | null | null | null |
fba0ec2a-6a83-4343-af2e-4d7fcb9d915a | 2025-01-29T20:31:14 | firewall | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only TCP traffic from 112.77.3.124:416 to 181.99.150.240:876 MITRE Technique: T1547.001 | {
"geo_location": "Marshall Islands",
"device_hash": "082c4f3ed2121ca126b1c80cc58a2ffd",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; ss-ZA) AppleWebKit/534.36.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B119 Safari/6534.36.6",
"session_id": "aad4f949-732f-441e-9c8b-ecfd71f65374",
"ri... | null | log-only | null | null | null | MITRE Technique: T1547.001 | Firewall log-only TCP traffic from 112.77.3.124:416 to 181.99.150.240:876 MITRE Technique: T1547.001 | {
"baseline_deviation": 2.49,
"entropy": 4.78,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 112.77.3.124 | 181.99.150.240 | null | null | null | null | null | null | null | null | 416 | 876 | TCP | 509,403 | 1,538 | null | null |
86e1a417-02ea-4c35-addf-0551dd745086 | 2025-03-17T06:21:57 | endpoint | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load think by sherriwright Associated Threat Actor: APT37 | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "465415453f910a8c55a976f7f7ae83c9",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/533.14.1 (KHTML, like Gecko) Version/5.0 Safari/533.14.1",
"session_id": "7036c5a5-0c8b-4a49-b656-9ebc28edbd83",
"risk_score": 59.08,
"confidenc... | sherriwright | driver_load | think | 5,858 | explorer.exe | Associated Threat Actor: APT37 | Endpoint driver_load think by sherriwright 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 |
058bf9e2-2343-412a-9da8-1fd9c1032457 | 2025-06-09T00:46:58 | ai | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by joy91 No additional info | {
"geo_location": "Tonga",
"device_hash": "1558f134c9ec7e9c8bbb60c008152ffd244f5012",
"user_agent": "Opera/8.45.(X11; Linux i686; ru-UA) Presto/2.9.181 Version/12.00",
"session_id": "8ac10c67-ecaa-41e5-aeed-6d614c1b6e00",
"risk_score": 47.48,
"confidence": 0.48
} | joy91 | fine_tuning | null | null | null | No additional info | AI system fine_tuning by joy91 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-40d988d7 | 547fe62eccbf39d4fd753f7b93a53d61 | 5773a12cdaf50d2fbb87c33d94a97036ab7031d7 | null | null | null | null | null | null | null |
6c079fd1-4dbd-49b1-96aa-b95aea58fcd6 | 2025-07-06T06:55:48 | ai | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|critical| desc=AI system training_data_poisoning by allisonmichael No additional info | {
"geo_location": "Guinea-Bissau",
"device_hash": "509709d16ff8859ee668d811fedb550d525ab1585b62bb84de1b83bb8168a2a7",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 10_3_3 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) CriOS/54.0.860.0 Mobile/66M156 Safari/532.0",
"session_id": "9d4ba08a-b3fe-4933-bff5-99e... | allisonmichael | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by allisonmichael No additional info | null | null | null | null | null | null | null | null | null | null | null | model-2f593331 | 20f5ac078186df3583e93e95dfbb4f834e8dc8bda39e823f1da62cadffdaf9c8 | 914656f240872dfeecfc49edfcaa1e647d5791cfa5a49eaa43efbd73bcaa1739 | null | null | null | null | null | null | null |
d94e3038-0f88-4c27-8a66-4a97618e74d6 | 2025-03-13T18:37:22 | ids_alert | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|critical| desc=Darktrace Alert: Container Escape detected from 201.75.253.164 targeting 53.181.120.92 No additional info | {
"geo_location": "Algeria",
"device_hash": "dab577ea2350bc23467527e9d1609a0df87cea65",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/533.8.7 (KHTML, like Gecko) Version/5.0.4 Safari/533.8.7",
"session_id": "72d1c07e-60aa-4383-b97b-7fd169abf384",
"risk_score": 51.62,
"confidence": 0.86
} | null | null | null | null | null | No additional info | Darktrace Alert: Container Escape detected from 201.75.253.164 targeting 53.181.120.92 No additional info | null | null | null | null | 201.75.253.164 | 53.181.120.92 | Container Escape | SIG-8467 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
cd6e761f-6a74-49e3-a5fa-9fd4c677d340 | 2025-05-20T06:27:28 | cloud | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|info| desc=Cloud config_change in GCP by connorwood No additional info | {
"geo_location": "Georgia",
"device_hash": "48ea8e255320951bac8289f410ed6aad",
"user_agent": "Opera/8.33.(Windows NT 6.2; km-KH) Presto/2.9.182 Version/12.00",
"session_id": "ab0515f2-2703-4ac2-a236-fa5e962175b4",
"risk_score": 64.22,
"confidence": 0.14
} | connorwood | config_change | null | null | null | No additional info | Cloud config_change in GCP by connorwood No additional info | null | null | null | null | null | null | null | null | null | GCP | res-2bc9201d | null | null | null | null | null | null | null | null | null | null |
217f2c95-c1e4-420f-81c2-c29f86296a94 | 2025-06-07T06:20:12 | endpoint | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task /possible/write.doc by brian24 Associated Threat Actor: APT29 | Living-off-the-land technique detected | {
"geo_location": "Egypt",
"device_hash": "96d7fb50d2d04444669258bb11d770512112eaa0bc07901ff5cdbd3efb141889",
"user_agent": "Mozilla/5.0 (Linux; Android 4.0) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/41.0.818.0 Safari/535.2",
"session_id": "02197418-e1cb-4e4d-be99-36ab305c3036",
"risk_score": 36.33,
"con... | brian24 | scheduled_task | /possible/write.doc | 2,186 | cmd.exe | Associated Threat Actor: APT29 | Living-off-the-land technique detected | Endpoint scheduled_task /possible/write.doc by brian24 Associated Threat Actor: APT29 | Living-off-the-land technique detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0c7929b6-844c-4e7f-ae86-d9d0ec6425a2 | 2025-03-12T05:02:08 | ai | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|info| desc=AI system model_access by thomasjoseph No additional info noise=06A23D43 | {
"geo_location": "Western Sahara",
"device_hash": "51cca575557246d46c132a13e2e4c558",
"user_agent": "Mozilla/5.0 (Android 1.6; Mobile; rv:38.0) Gecko/38.0 Firefox/38.0",
"session_id": "d3a829fd-efc3-4d27-8f4d-d689c4b58312",
"risk_score": 56.84,
"confidence": 0.81
} | thomasjoseph | model_access | null | null | null | No additional info | AI system model_access by thomasjoseph No additional info | null | null | null | null | null | null | null | null | null | null | null | model-1d26497d | 8f34000a5e8008b87e8652ff66f87c9f55fa7c6e | efd5fb268cda30469b96a30f65b53921c0fb0414 | null | null | null | null | null | null | null |
168a2f7a-da98-4f34-9441-318efa753362 | 2025-05-24T00:21:31 | firewall | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only RDP traffic from 182.216.232.160:845 to 206.11.63.135:748 MITRE Technique: T1486 | {
"geo_location": "Chile",
"device_hash": "85c803b3659c9c2b8817e74bc4abaab8",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; hy-AM; rv:1.9.0.20) Gecko/3943-01-06 09:04:47 Firefox/3.8",
"session_id": "49897364-bd3d-47f4-b9ba-2b5ddbfa3702",
"risk_score": 72.59,
"confidence": 0.95
} | null | log-only | null | null | null | MITRE Technique: T1486 | Firewall log-only RDP traffic from 182.216.232.160:845 to 206.11.63.135:748 MITRE Technique: T1486 | null | null | null | null | 182.216.232.160 | 206.11.63.135 | null | null | null | null | null | null | null | null | 845 | 748 | RDP | 452,826 | 74 | null | null |
50d98484-b123-4674-9357-1e7e66d75948 | 2025-04-08T09:11:11 | endpoint | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|low| desc=Endpoint wmi_exec serve by meltonjoseph MITRE Technique: T1059.001 | {
"geo_location": "Liberia",
"device_hash": "61e0cd229acbe89de5051be151e8153a8b269737",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_6; rv:1.9.6.20) Gecko/8082-02-27 06:27:27 Firefox/3.8",
"session_id": "540fbc90-805a-4e13-a6a7-488fa0d13643",
"risk_score": 63.02,
"confidence": 0.77
} | meltonjoseph | wmi_exec | serve | 5,864 | cmd.exe | MITRE Technique: T1059.001 | Endpoint wmi_exec serve by meltonjoseph MITRE Technique: T1059.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8eabe9f8-00b5-4731-897a-789f91d324f9 | 2024-05-15T02:55:12 | ids_alert | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|low| desc=Wazuh Alert: DNS Tunneling detected from 101.140.218.231 targeting 199.4.183.59 MITRE Technique: T1574.002 | {
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "8d62997aeaf71af72cd653f181838572d6574651",
"user_agent": "Opera/9.32.(X11; Linux x86_64; shs-CA) Presto/2.9.185 Version/11.00",
"session_id": "9d53c829-5887-4e1a-9d67-89f4379e8480",
"risk_score": 93.22,
"confidence": 0.73
} | null | null | null | null | null | MITRE Technique: T1574.002 | Wazuh Alert: DNS Tunneling detected from 101.140.218.231 targeting 199.4.183.59 MITRE Technique: T1574.002 | null | null | null | null | 101.140.218.231 | 199.4.183.59 | DNS Tunneling | SIG-4857 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
c13301ec-7ad0-4f99-a56b-8fca066cf432 | 2025-05-21T22:29:36 | endpoint | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint process_start /after/box.wav by bclark No additional info | {
"geo_location": "Timor-Leste",
"device_hash": "60e5a4515947b21a105cb8517c92c19a",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/8698-12-24 09:38:42 Firefox/13.0",
"session_id": "441fa97f-13ea-467d-a7e8-06893be6188c",
"risk_score": 72.72,
"confidence": 0.72
} | bclark | process_start | /after/box.wav | 5,360 | explorer.exe | No additional info | Endpoint process_start /after/box.wav by bclark No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2ffcddb2-5d0f-45a9-a25e-f026f345ab0c | 2025-06-01T21:48:19 | cloud | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in GCP by frankball No additional info | {
"geo_location": "Sierra Leone",
"device_hash": "e28620f2f6005269e067b60dfa7215e99a4ee9c889e583882525f6e122862178",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/3.0)",
"session_id": "7a8ea1e2-be7d-4fb1-a6a6-1795c03f7bc3",
"risk_score": 21.6,
"confidence": 0.02
} | frankball | container_escape | null | null | null | No additional info | Cloud container_escape in GCP by frankball No additional info | null | null | null | null | null | null | null | null | null | GCP | res-04773119 | null | null | null | null | null | null | null | null | null | null |
478c5fe7-ecdc-4428-9540-b7c20720c376 | 2025-02-20T17:43:21 | ids_alert | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|medium| desc=Zeek Alert: SQL Injection detected from 89.46.107.24 targeting N/A No additional info | {
"geo_location": "Korea",
"device_hash": "17ac17796ae5ed064763c3dfd2893505feaafed8a042ec096da3330831040345",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_3; rv:1.9.2.20) Gecko/4176-05-18 11:55:42 Firefox/3.6.6",
"session_id": "1b4ebc16-8de3-478b-90b8-6f54dcd287e2",
"risk_score": 42.72,
"confide... | null | null | null | null | null | No additional info | Zeek Alert: SQL Injection detected from 89.46.107.24 targeting N/A No additional info | null | null | null | null | 89.46.107.24 | N/A | SQL Injection | SIG-9153 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
152f5563-ceb0-48af-982a-8a8186da3af2 | 2025-06-29T11:04:48 | network | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|high| desc=Network covert_channel from 46.248.229.158 to 63.52.223.251 MITRE Technique: T1486 | {
"geo_location": "Bhutan",
"device_hash": "b5c804653b7d563eb6415bb0a311d3710da8a0c5834b8d9eb0eb807b078e66e5",
"user_agent": "Opera/9.91.(X11; Linux i686; li-NL) Presto/2.9.161 Version/12.00",
"session_id": "c88fba1a-e8ca-4dbe-b72e-422784a1e3ef",
"risk_score": 38.09,
"confidence": 0.77
} | null | covert_channel | null | null | null | MITRE Technique: T1486 | Network covert_channel from 46.248.229.158 to 63.52.223.251 MITRE Technique: T1486 | null | null | null | null | 46.248.229.158 | 63.52.223.251 | null | null | null | null | null | null | null | null | null | null | UDP | 818,306 | null | null | null |
16658cc2-4187-470f-8256-72a57f2d71b7 | 2025-04-07T00:28:52 | firewall | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow TCP traffic from 90.9.159.183:931 to 47.91.136.68:76 No additional info | {
"geo_location": "Zimbabwe",
"device_hash": "7e23a0700f86099be8a67e1caeccd5ed",
"user_agent": "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/56.0.882.0 Safari/535.1",
"session_id": "9b15a568-3c64-4663-b9a2-6a694e472d24",
"risk_score": 30.41,
"confidence": 0.44
} | null | allow | null | null | null | No additional info | Firewall allow TCP traffic from 90.9.159.183:931 to 47.91.136.68:76 No additional info | null | null | null | null | 90.9.159.183 | 47.91.136.68 | null | null | null | null | null | null | null | null | 931 | 76 | TCP | 718,179 | 1,578 | null | null |
8b34c6d2-d033-4fb7-bbaa-8d9d5064d4d7 | 2025-02-08T21:45:55 | endpoint | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|medium| desc=Endpoint persistence_mechanism behind by virginia56 No additional info | {
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "9a8ceea39abb4d92289c976a1d87fe39f871afdf",
"user_agent": "Opera/9.39.(Windows NT 6.2; zu-ZA) Presto/2.9.163 Version/11.00",
"session_id": "72778687-f17a-47b1-82dc-f28c117c3247",
"risk_score": 27.13,
"confidence": 0.38
} | virginia56 | persistence_mechanism | behind | 844 | cmd.exe | No additional info | Endpoint persistence_mechanism behind by virginia56 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d7690f29-3c38-44d2-b64e-9b2e24c1acd6 | 2025-01-23T17:24:57 | cloud | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|info| desc=Cloud storage_access in Azure by michael42 No additional info noise=VG93biBwbGFuLg== | {
"geo_location": "Chad",
"device_hash": "f473f92e0701d9f3bc3c3fb92b6f443b4f58a145",
"user_agent": "Opera/8.84.(Windows 98; Win 9x 4.90; kl-GL) Presto/2.9.162 Version/12.00",
"session_id": "1aae3c42-3d6a-4fb3-a362-69361e78d284",
"risk_score": 57.23,
"confidence": 0.6
} | michael42 | storage_access | null | null | null | No additional info | Cloud storage_access in Azure by michael42 No additional info | null | null | null | null | null | null | null | null | null | Azure | res-9a1673da | null | null | null | null | null | null | null | null | null | null |
1fad71cd-4d41-4eee-b721-23a164955877 | 2025-02-12T08:25:51 | network | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|critical| desc=Network beaconing from 88.111.153.96 to 72.246.181.175 No additional info | {
"geo_location": "Monaco",
"device_hash": "53d0b7eaf6ea6664003b0e6da4b70f3b23da7450633eb986d9b864c50321ddcb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.0; Trident/3.0)",
"session_id": "b0d7511a-a36c-46d2-84bb-3edb50a7cd59",
"risk_score": 47.02,
"confidence": 0.79
} | null | beaconing | null | null | null | No additional info | Network beaconing from 88.111.153.96 to 72.246.181.175 No additional info | null | null | null | null | 88.111.153.96 | 72.246.181.175 | null | null | null | null | null | null | null | null | null | null | TCP | 467,461 | null | null | null |
106f4999-1c12-41bc-86f0-57fccce33e77 | 2025-03-17T09:29:50 | iot | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat physical_tamper No additional info | {
"geo_location": "Myanmar",
"device_hash": "14ecbe23d75b9c50ace680b917ea69850ca8418265ecfa2528812802d0827a13",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; it-CH; rv:1.9.1.20) Gecko/7404-07-21 14:17:40 Firefox/3.6.5",
"session_id": "d5476178-9dec-4292-b45d-24427c3a4ec4",
"risk_score": 36.35,
"confidence": ... | null | physical_tamper | null | null | null | No additional info | IoT device Thermostat physical_tamper No additional info | null | Thermostat | iot-9f887819 | 4.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1e313a32-b7e5-4ff1-8dd6-b6888bd20a47 | 2025-05-08T21:40:51 | auth | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|info| desc=Auth failed for williamsmatthew via passwordless from 58.88.15.216 No additional info | {
"geo_location": "Honduras",
"device_hash": "f0ced5246132b57fc60e4ac582d91a5f",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/4024-10-17 15:18:21 Firefox/3.8",
"session_id": "96b1a054-c8fd-4257-a155-1392d5b7dad4",
"risk_score": 72,
"confidence": 0.03
} | williamsmatthew | failed | null | null | null | No additional info | Auth failed for williamsmatthew via passwordless from 58.88.15.216 No additional info | {
"baseline_deviation": 0.93,
"entropy": 6.01,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 58.88.15.216 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | cc:13:7d:85:19:dd |
619d7c45-038f-4abd-a20c-c9839bad4795 | 2025-02-05T00:53:24 | ids_alert | Suricata v6.0.10 | emergency | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|emergency| desc=Suricata Alert: Supply Chain Compromise detected from 172.54.100.225 targeting N/A Associated Threat Actor: Wizard Spider | {
"geo_location": "Yemen",
"device_hash": "9c17505c92bda3d395d22545c7ac56ff935d23f6",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_9) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/60.0.802.0 Safari/535.1",
"session_id": "887a64b5-bf05-46f9-a15f-ad15a44d32bc",
"risk_score": 53.46,
"confidenc... | null | null | null | null | null | Associated Threat Actor: Wizard Spider | Suricata Alert: Supply Chain Compromise detected from 172.54.100.225 targeting N/A Associated Threat Actor: Wizard Spider | null | null | null | null | 172.54.100.225 | N/A | Supply Chain Compromise | SIG-6787 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
9ab009c8-6d2e-4d12-a106-e3ebe110f2d4 | 2025-05-06T19:53:36 | ai | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|critical| desc=AI system model_access by nenglish No additional info | {
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "abc3f358054064d5b3a8bba943b59140d42d9adc",
"user_agent": "Opera/9.67.(X11; Linux i686; so-SO) Presto/2.9.171 Version/10.00",
"session_id": "a4479deb-2bbd-47a5-978b-f7fc26301098",
"risk_score": 85.71,
"confidence": 0.09
} | nenglish | model_access | null | null | null | No additional info | AI system model_access by nenglish No additional info | null | null | null | null | null | null | null | null | null | null | null | model-3d6905ed | c340190db4873224ac15790899df03324069b086b6b8d8554bdf540a2ec81554 | 0a980e91a8a93502a58b011ce1c08a7a | null | null | null | null | null | null | null |
a8d349f2-0cbf-4173-9bf7-16c6dcca2215 | 2025-01-23T18:41:58 | endpoint | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint persistence_mechanism case by andrew09 No additional info noise=categories | {
"geo_location": "Algeria",
"device_hash": "4c9f6dece7ef7696e37fa4ecde0bb7d7",
"user_agent": "Opera/8.69.(X11; Linux i686; ln-CD) Presto/2.9.190 Version/11.00",
"session_id": "7ffd715e-0cb9-452b-b5cd-8a22998f4cdc",
"risk_score": 33.55,
"confidence": 0.16
} | andrew09 | persistence_mechanism | case | 5,576 | cmd.exe | No additional info | Endpoint persistence_mechanism case by andrew09 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d323e939-4df3-436c-b6a6-27dec7737c64 | 2025-03-27T11:45:17 | auth | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|high| desc=Auth success for valerie11 via passwordless from 46.231.133.8 No additional info | {
"geo_location": "Dominican Republic",
"device_hash": "e272cc690788a25c60ad589dc18aae6f",
"user_agent": "Mozilla/5.0 (Android 2.3.3; Mobile; rv:7.0) Gecko/7.0 Firefox/7.0",
"session_id": "e6ca18a3-4f84-4e27-89a9-73d6513c24f7",
"risk_score": 64.28,
"confidence": 0.86
} | valerie11 | success | null | null | null | No additional info | Auth success for valerie11 via passwordless from 46.231.133.8 No additional info | null | null | null | null | 46.231.133.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | b1:6e:28:18:6c:b6 |
1862e7b6-b3b3-4d1f-9a44-9a5a45bce140 | 2025-06-12T11:02:56 | firewall | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|high| desc=Firewall deny UDP traffic from 10.124.212.213:416 to 169.237.71.66:462 No additional info | {
"geo_location": "Cape Verde",
"device_hash": "c665336e0db0cb85e19fb622a94a60e1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.2; Trident/4.0)",
"session_id": "835e0fd3-a2ba-4ba5-a8bb-8bd1a0312e5b",
"risk_score": 52.59,
"confidence": 0.49
} | null | deny | null | null | null | No additional info | Firewall deny UDP traffic from 10.124.212.213:416 to 169.237.71.66:462 No additional info | null | null | null | null | 10.124.212.213 | 169.237.71.66 | null | null | null | null | null | null | null | null | 416 | 462 | UDP | 724,189 | 2,276 | null | null |
c5f1ecae-046a-4bce-bb72-fe6b7cfde6da | 2025-03-24T06:18:06 | endpoint | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|medium| desc=Endpoint driver_load /sign/light.js by smithheather No additional info | {
"geo_location": "Canada",
"device_hash": "15fc18787ab37e0a2c297ae478deafb3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 11.0; Trident/4.1)",
"session_id": "4e25c1ab-cbb4-4b26-9bc8-d5198ead098e",
"risk_score": 50.22,
"confidence": 0.04
} | smithheather | driver_load | /sign/light.js | 2,598 | explorer.exe | No additional info | Endpoint driver_load /sign/light.js by smithheather No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c66e9fa1-24a0-4205-bfa0-8b042b3a55dc | 2025-04-26T22:09:57 | ids_alert | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|critical| desc=Suricata Alert: Credential Stuffing detected from 69.230.2.16 targeting N/A No additional info | {
"geo_location": "Ukraine",
"device_hash": "195cb5ed0a18f695d38637a1954fa7e0a07718b1",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/533.41.6 (KHTML, like Gecko) Version/5.1 Safari/533.41.6",
"session_id": "3024b8dd-41a8-405d-9f51-b9e0de05665e",
"risk_score": 43.89,
"confidence": 0.6... | null | null | null | null | null | No additional info | Suricata Alert: Credential Stuffing detected from 69.230.2.16 targeting N/A No additional info | null | null | null | null | 69.230.2.16 | N/A | Credential Stuffing | SIG-6482 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
0212e449-57da-44d1-90bf-943fe8dd4bb3 | 2025-03-22T07:14:24 | cloud | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in AWS by andrewclarke MITRE Technique: T1547.001 | {
"geo_location": "Luxembourg",
"device_hash": "c8f267454fc1e9b6430a52ad0488094924511bd6",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 11_4_1 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) CriOS/47.0.823.0 Mobile/11A621 Safari/532.1",
"session_id": "b73d4896-e944-48e0-9cd0-852c0687c4e0",
"risk_sco... | andrewclarke | api_abuse | null | null | null | MITRE Technique: T1547.001 | Cloud api_abuse in AWS by andrewclarke MITRE Technique: T1547.001 | null | null | null | null | null | null | null | null | null | AWS | res-6e33629d | null | null | null | null | null | null | null | null | null | null |
41c1621c-199f-4e85-a739-9b1ce12f400c | 2025-06-24T20:05:27 | cloud | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|low| desc=Cloud permission_escalation in OCI by mcdowelltammy No additional info | {
"geo_location": "Tanzania",
"device_hash": "64face3d24120ae453f8c1dc8f7575f1bac078f8c22c50bae40309d30249b06c",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_3 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) FxiOS/18.5o1990.0 Mobile/26R243 Safari/533.2",
"session_id": "695d6586-5db1-4593-ad3c-1bf... | mcdowelltammy | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in OCI by mcdowelltammy No additional info | null | null | null | null | null | null | null | null | null | OCI | res-82f25483 | null | null | null | null | null | null | null | null | null | null |
6b4873ab-6b81-4b01-b8f8-4880dfac042c | 2028-04-30T00:45:28 | network | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|high| desc=Network protocol_anomaly from 84.2.111.134 to 166.157.65.55 No additional info | {
"geo_location": "American Samoa",
"device_hash": "745ee46a5bb054307b5bf68f0f937b655717c9d91b39969c977d176b925f7970",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) FxiOS/13.9c4804.0 Mobile/82C869 Safari/531.0",
"session_id": "4cafbc78-0a23-4b91-93a7... | null | protocol_anomaly | null | null | null | No additional info | Network protocol_anomaly from 84.2.111.134 to 166.157.65.55 No additional info | {
"baseline_deviation": 2.41,
"entropy": 5.45,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 84.2.111.134 | 166.157.65.55 | null | null | null | null | null | null | null | null | null | null | HTTP | 308,679 | null | null | null |
d07faa71-78d4-4180-b73b-2b210d051da2 | 2025-04-26T09:40:51 | firewall | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow HTTPS traffic from 54.166.232.81:252 to 10.93.127.197:586 No additional info | {
"geo_location": "Maldives",
"device_hash": "3aefdc09f64c3196af457d5fbc30ff8771dcda36eca0a6795f6473b8475aa7df",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/5.1)",
"session_id": "14620d5d-4c6a-464e-b0a2-e5e15b630d7f",
"risk_score": 69.74,
"confidence": 0.44
} | null | allow | null | null | null | No additional info | Firewall allow HTTPS traffic from 54.166.232.81:252 to 10.93.127.197:586 No additional info | null | null | null | null | 54.166.232.81 | 10.93.127.197 | null | null | null | null | null | null | null | null | 252 | 586 | HTTPS | 48,915 | 9 | null | null |
04655f61-1f6f-4821-9756-248983c579a1 | 2025-07-08T11:04:03 | auth | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for laura65 via OAuth from 177.34.151.50 No additional info noise=TWF5YmUu | {
"geo_location": "Montserrat",
"device_hash": "a05aa92e2c6de4d02407d5aae51c1b768b74e055",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.6) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/24.0.888.0 Safari/534.1",
"session_id": "f9438d9c-90c3-415a-9b9b-220361b8c4dd",
"risk_score": 37.78,
"confidence": 0.89
} | laura65 | timeout | null | null | null | No additional info | Auth timeout for laura65 via OAuth from 177.34.151.50 No additional info | null | null | null | null | 177.34.151.50 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 8a:ff:4a:82:c6:80 |
7ccb8a8e-fd6f-466b-b590-3f03e19e2b79 | 2025-04-30T23:02:32 | network | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|medium| desc=Network latency_spike from 32.63.216.32 to 42.122.247.239 No additional info | {
"geo_location": "Dominican Republic",
"device_hash": "ec31742ee56468cc313a4aceec4886cf599ecf15",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_8) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/25.0.846.0 Safari/531.2",
"session_id": "03c9571e-f5ec-466f-ad7f-3f30db183ada",
"risk_score": 46.57,
"co... | null | latency_spike | null | null | null | No additional info | Network latency_spike from 32.63.216.32 to 42.122.247.239 No additional info | null | null | null | null | 32.63.216.32 | 42.122.247.239 | null | null | null | null | null | null | null | null | null | null | TCP | 724,523 | null | null | null |
1759ff87-415a-4da9-9c6a-2b9f493b42f8 | 2025-04-15T04:00:03 | cloud | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in OCI by hendrixemily No additional info | {
"geo_location": "Micronesia",
"device_hash": "b74524176b91e735e4c55b0592cca65fc17c29103fcd50129d8c0fde39f05c13",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_6) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/34.0.874.0 Safari/535.2",
"session_id": "1893f114-b08e-41ca-8e57-7cde54316912",
"risk... | hendrixemily | api_abuse | null | null | null | No additional info | Cloud api_abuse in OCI by hendrixemily No additional info | null | null | null | null | null | null | null | null | null | OCI | res-c7eafeab | null | null | null | null | null | null | null | null | null | null |
8443ed85-5b10-4840-aec3-160bdbdc345a | 2025-04-01T22:24:47 | 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 153.158.205.38 targeting N/A MITRE Technique: T1059.005 | {
"geo_location": "Estonia",
"device_hash": "048d255dcd4b1df97ef7ee9efc761e503e6bc1a21358001257289e4f49158832",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_6 rv:2.0; nan-TW) AppleWebKit/531.43.7 (KHTML, like Gecko) Version/4.0.2 Safari/531.43.7",
"session_id": "c395f9ee-36d1-4645-b30a-260fd2ee2d10"... | null | null | null | null | null | MITRE Technique: T1059.005 | Carbon Black Alert: Zero-Day Exploit detected from 153.158.205.38 targeting N/A MITRE Technique: T1059.005 | null | null | null | null | 153.158.205.38 | N/A | Zero-Day Exploit | SIG-9412 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
e056b878-4e09-4511-b3e1-b2deaddb60bd | 2025-02-12T06:20:59 | endpoint | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint service_install /safe/sport.css by shortscott No additional info | {
"geo_location": "Namibia",
"device_hash": "2e0d9319f9d4444db3dec65eea456555a50209ac",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; ga-IE) AppleWebKit/533.42.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6533.42.4",
"session_id": "06b3cba1-ddc1-48e0-bd89-44df2389478a",
"ris... | shortscott | service_install | /safe/sport.css | 3,327 | cmd.exe | No additional info | Endpoint service_install /safe/sport.css by shortscott No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ffc41982-3815-4a94-850f-84fff93896c5 | 2025-03-10T13:58:20 | auth | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|info| desc=Auth timeout for toddburns via passwordless from 10.219.156.154 MITRE Technique: T1134.001 | {
"geo_location": "Israel",
"device_hash": "fc755410e7f323b3d77e5ab7065d06a56550ff715097e9afb5d1402e07463225",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Trident/4.1)",
"session_id": "606cd93b-3623-46cb-b9e1-b74853111ef6",
"risk_score": 13.44,
"confidence": 0.14
} | toddburns | timeout | null | null | null | MITRE Technique: T1134.001 | Auth timeout for toddburns via passwordless from 10.219.156.154 MITRE Technique: T1134.001 | null | null | null | null | 10.219.156.154 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 7f:45:4e:c1:6b:45 |
ed41effd-a763-4dbe-9832-998aab0cb402 | 2025-04-14T02:24:35 | iot | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|low| desc=IoT device Medical unusual_activity No additional info | {
"geo_location": "Tuvalu",
"device_hash": "425c14a8ddeff156f268bb4620f380e6da22fd75",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/4.1)",
"session_id": "9d0f6ae3-4efa-4584-af2f-45eccc6d7b68",
"risk_score": 69.59,
"confidence": 0.34
} | null | unusual_activity | null | null | null | No additional info | IoT device Medical unusual_activity No additional info | null | Medical | iot-e8c858a5 | 8.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d3330033-ea58-43f7-9507-091314ab7a96 | 2025-03-09T06:51:16 | firewall | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny HTTPS traffic from 206.22.249.30:159 to 173.10.177.70:312 No additional info | {
"geo_location": "Afghanistan",
"device_hash": "3d81524d5ae6ca995189849bfe99f80f",
"user_agent": "Opera/9.14.(X11; Linux x86_64; nan-TW) Presto/2.9.163 Version/12.00",
"session_id": "db6be430-37fd-40b3-afe8-ee97d09b0f26",
"risk_score": 47.46,
"confidence": 0.6
} | null | deny | null | null | null | No additional info | Firewall deny HTTPS traffic from 206.22.249.30:159 to 173.10.177.70:312 No additional info | null | null | null | null | 206.22.249.30 | 173.10.177.70 | null | null | null | null | null | null | null | null | 159 | 312 | HTTPS | 147,528 | 2,744 | null | null |
cc9a0480-d29f-4eea-a8a9-dffc23cc3aba | 2025-04-13T02:31:23 | firewall | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|low| desc=Firewall deny HTTP traffic from 216.227.184.192:30576 to 148.134.205.250:10340 Associated Threat Actor: REvil noise=letter|third|service | {
"geo_location": "Latvia",
"device_hash": "a3c16fbffc6832734c4bddd49709bedf7763b26e",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; ky-KG) AppleWebKit/531.43.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6531.43.1",
"session_id": "e9f78de8-4eb6-4b99-8834-d12987fcd1c8",
"risk... | null | deny | null | null | null | Associated Threat Actor: REvil | Firewall deny HTTP traffic from 216.227.184.192:30576 to 148.134.205.250:10340 Associated Threat Actor: REvil | null | null | null | null | 216.227.184.192 | 148.134.205.250 | null | null | null | null | null | null | null | null | 30,576 | 10,340 | HTTP | 723,100 | 659 | null | null |
b1511f5c-74cb-4835-af8b-5ee885a8aea9 | 2025-06-05T17:58:05 | cloud | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|high| desc=Cloud config_change in OCI by timothymanning No additional info noise=space|ten|debate | {
"geo_location": "Saint Helena",
"device_hash": "4aec73b5025100ac11acc750f8f6e94a4b1e0787",
"user_agent": "Mozilla/5.0 (Android 3.2.1; Mobile; rv:50.0) Gecko/50.0 Firefox/50.0",
"session_id": "5dd93683-60a6-42bf-be67-b7a81f1e991e",
"risk_score": 36.86,
"confidence": 0.62
} | timothymanning | config_change | null | null | null | No additional info | Cloud config_change in OCI by timothymanning No additional info | null | null | null | null | null | null | null | null | null | OCI | res-581b4564 | null | null | null | null | null | null | null | null | null | null |
06b77cec-987c-4c39-b4ba-423ab9c413d6 | 2025-05-12T12:00:35 | iot | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|info| desc=IoT device HVAC battery_drain Unconventional IOC: Unusual DNS TXT records | Sensor spoofing detected | {
"geo_location": "Guadeloupe",
"device_hash": "c4f67b3b60d48c377d4fd9d4a0dd9362870c5194",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/52.0.839.0 Safari/534.0",
"session_id": "2bd54ce6-ddec-4c37-ae44-e7be86a0af34",
"risk_score": 73.65,
"confidence": 0.82
} | null | battery_drain | null | null | null | Unconventional IOC: Unusual DNS TXT records | Sensor spoofing detected | IoT device HVAC battery_drain Unconventional IOC: Unusual DNS TXT records | Sensor spoofing detected | {
"baseline_deviation": 1.25,
"entropy": 2.39,
"frequency_anomaly": true,
"sequence_anomaly": true
} | HVAC | iot-e67a79d9 | 3.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
78b7de92-c9dd-45b8-8859-d1c5d3a2734b | 2025-03-20T15:20:16 | auth | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|low| desc=Auth failed for corey32 via OAuth from 125.248.0.101 MITRE Technique: T1059.005 noise=society|more|man | {
"geo_location": "Netherlands Antilles",
"device_hash": "62714d99a9c59be8d1a8624a53a448a9abef3762",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 16_7_6 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/20.0.831.0 Mobile/01Y074 Safari/535.2",
"session_id": "551c259c-820e-4445-9753-fae4478cfe27",
... | corey32 | failed | null | null | null | MITRE Technique: T1059.005 | Auth failed for corey32 via OAuth from 125.248.0.101 MITRE Technique: T1059.005 | null | null | null | null | 125.248.0.101 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | f7:5b:87:9b:ad:a9 |
2307e6fc-81c7-40ff-ab4f-d35f52639970 | 2025-02-23T14:11:04 | network | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|critical| desc=Network latency_spike from 18.195.100.146 to 222.252.193.224 No additional info | {
"geo_location": "Kyrgyz Republic",
"device_hash": "6b88c8427f7201096fae590a52683bde",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_0 rv:3.0; ka-GE) AppleWebKit/531.22.6 (KHTML, like Gecko) Version/4.0.5 Safari/531.22.6",
"session_id": "334465bb-178c-46c4-bc14-94dab0d1f081",
"risk_score": 29.41,... | null | latency_spike | null | null | null | No additional info | Network latency_spike from 18.195.100.146 to 222.252.193.224 No additional info | null | null | null | null | 18.195.100.146 | 222.252.193.224 | null | null | null | null | null | null | null | null | null | null | HTTP | 574,892 | null | null | null |
afdddb1e-75a4-4612-93a8-639df91cf05d | 2025-05-15T11:01:09 | auth | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|high| desc=Auth success for samanthathornton via key from 125.108.21.39 MITRE Technique: T1053.005 noise=trial|if|oil | {
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "832046955eb7406dab7976530223b6f07203a55747ede152330d5960718e67e2",
"user_agent": "Opera/9.26.(X11; Linux i686; aa-ET) Presto/2.9.187 Version/10.00",
"session_id": "49c5f4f5-3129-4fe0-937b-be720bc724b1",
"risk_score": 100,
"confidence": 0.16
} | samanthathornton | success | null | null | null | MITRE Technique: T1053.005 | Auth success for samanthathornton via key from 125.108.21.39 MITRE Technique: T1053.005 | null | null | null | null | 125.108.21.39 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | fc:fc:1a:68:e3:a4 |
a5bf599a-0441-4a4e-916f-ade4a08e00f9 | 2025-06-22T11:43:54 | iot | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC command_injection No additional info | {
"geo_location": "Saudi Arabia",
"device_hash": "96dc292ab4e39f5c1a3145da89b9d6ed6fde40d7",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/60.0.806.0 Safari/536.1",
"session_id": "6134790e-e0d3-42fe-be2f-d08f87e97ab7",
"risk_score": 38,
"confidence": 0.75
} | null | command_injection | null | null | null | No additional info | IoT device HVAC command_injection No additional info | null | HVAC | iot-f3daaaaa | 6.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9d0f7348-06a7-45a6-86bd-0657347b0925 | 2025-06-01T23:00:55 | endpoint | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access moment by walter00 Unconventional IOC: Thermal sensor anomalies noise=water|already|wait | {
"geo_location": "Nauru",
"device_hash": "8994c1689a0a337177ef202915b7dee4bfc0a4ad17176b14cd8f28ac891c839c",
"user_agent": "Mozilla/5.0 (Android 2.3.1; Mobile; rv:22.0) Gecko/22.0 Firefox/22.0",
"session_id": "3f9ba78a-d952-415d-873f-0f455019e783",
"risk_score": 72.24,
"confidence": 0.71
} | walter00 | file_access | moment | 2,109 | powershell.exe | Unconventional IOC: Thermal sensor anomalies | Endpoint file_access moment by walter00 Unconventional IOC: Thermal sensor anomalies | {
"baseline_deviation": 1.57,
"entropy": 3.69,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.