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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
897f243d-d96e-4fea-905e-c051780437bc | 2025-04-21T21:11:32 | ids_alert | CrowdStrike v6.45.0 | emergency | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|emergency| desc=CrowdStrike Alert: Port Scan detected from 183.190.124.191 targeting 200.62.147.131 No additional info | {
"geo_location": "China",
"device_hash": "529d350ab46653b1bcec11a456aee553",
"user_agent": "Opera/9.20.(Windows NT 6.0; nn-NO) Presto/2.9.171 Version/10.00",
"session_id": "d6c54ede-4693-493b-b216-14b2a3a2021d",
"risk_score": 58.1,
"confidence": 0.44
} | 183.190.124.191 | 200.62.147.131 | Port Scan | SIG-8661 | Evasion | No additional info | CrowdStrike Alert: Port Scan detected from 183.190.124.191 targeting 200.62.147.131 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7899a62f-12e7-43ab-864d-172b69ece74c | 2025-05-18T19:38:29 | 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 Thermostat protocol_violation No additional info | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "30d0b9ee00fc604d7f9f1984e3c9069f",
"user_agent": "Opera/9.75.(Windows NT 5.1; sd-PK) Presto/2.9.183 Version/12.00",
"session_id": "334b1332-693e-4fa6-9c2b-fe7473dbbc01",
"risk_score": 67.63,
"confidence": 0.26
} | null | null | null | null | null | No additional info | IoT device Thermostat protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | null | Thermostat | iot-301bf54a | 3.1 | null | null | null | null | null | null | null | null | null | null |
c0ac7b21-40e8-434b-ad7c-69da72083c16 | 2025-01-23T03:28:12 | network | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|medium| desc=Network beaconing from 115.98.236.241 to 120.207.120.64 No additional info noise=category | {
"geo_location": "British Virgin Islands",
"device_hash": "428bdd81bc0e3170721a1e62f405b337eb26c04a2ce0181b5031ea9219913c7f",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/7864-12-03 09:50:06 Firefox/3.8",
"session_id": "0a877b60-678a-4b37-a643-7421a5c30088",
"risk_score": 13.56,
"confidence": 0.57
} | 115.98.236.241 | 120.207.120.64 | null | null | null | No additional info | Network beaconing from 115.98.236.241 to 120.207.120.64 No additional info | beaconing | 739,380 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b10eb440-e498-4ba9-b845-c50ce91d8fe0 | 2025-05-01T10:12:47 | endpoint | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop thing by claudiahoover Associated Threat Actor: TA505 noise=categories/search/category | {
"geo_location": "New Caledonia",
"device_hash": "1846be207e66f5aad458d8e6021bd785",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 4.0; Trident/3.0)",
"session_id": "b5dc7ba6-e834-495d-a48e-7486f64d2727",
"risk_score": 32.83,
"confidence": 0.48
} | null | null | null | null | null | Associated Threat Actor: TA505 | Endpoint process_stop thing by claudiahoover Associated Threat Actor: TA505 | process_stop | null | null | claudiahoover | thing | 9,201 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
84cf3031-ad26-4ce6-b727-30544063d2d3 | 2025-03-14T22:57:52 | cloud | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|medium| desc=Cloud permission_escalation in Alibaba by kathleen38 MITRE Technique: T1053.005 | {
"geo_location": "Mongolia",
"device_hash": "fe679703e7bfbe70933d599f03129e047ef118ce",
"user_agent": "Mozilla/5.0 (Android 3.2.1; Mobile; rv:31.0) Gecko/31.0 Firefox/31.0",
"session_id": "a9995ac7-3761-4c69-a84a-c78110249a83",
"risk_score": 25.42,
"confidence": 0.02
} | null | null | null | null | null | MITRE Technique: T1053.005 | Cloud permission_escalation in Alibaba by kathleen38 MITRE Technique: T1053.005 | permission_escalation | null | null | kathleen38 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-906669d1 |
64a4f371-7707-40eb-95c4-fa0266faf605 | 2025-01-24T18:16:23 | auth | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|high| desc=Auth locked for grossmarcus via key from 102.233.18.214 MITRE Technique: T1486 | Credential stuffing pattern detected | {
"geo_location": "North Korea",
"device_hash": "26d3dde5c71a73386af312db2c19d7a0",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_6 rv:6.0; bg-BG) AppleWebKit/534.12.2 (KHTML, like Gecko) Version/4.0.2 Safari/534.12.2",
"session_id": "e36a0cc2-51c5-48bf-8b44-7deefbe7d7e6",
"risk_score": 100,
"confidence": 0.05
} | 102.233.18.214 | null | null | null | null | MITRE Technique: T1486 | Credential stuffing pattern detected | Auth locked for grossmarcus via key from 102.233.18.214 MITRE Technique: T1486 | Credential stuffing pattern detected | locked | null | null | grossmarcus | null | null | null | null | null | null | null | null | null | null | key | 84:dc:f9:de:ca:8e | null | null | null | null | null |
f460f491-28ba-4cd6-9b2d-0a1f0fe30cc9 | 2025-04-23T04:44:40 | auth | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|low| desc=Auth timeout for jonathan06 via key from 211.121.100.133 No additional info | {
"geo_location": "Chile",
"device_hash": "5f3f0957a19335d969bb3c2942e55ecdcbaff997",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; lg-UG) AppleWebKit/534.12.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6534.12.3",
"session_id": "a02c6066-3998-4cf5-ae8d-c4bb2ae98375",
"risk_score": 46.39,
"confidence": 0.4
} | 211.121.100.133 | null | null | null | null | No additional info | Auth timeout for jonathan06 via key from 211.121.100.133 No additional info | timeout | null | null | jonathan06 | null | null | null | null | null | null | null | null | null | null | key | dc:8c:70:ad:d0:ca | null | null | null | null | null |
77d075bf-bff8-40e2-9843-f8afa8d7d944 | 2025-02-12T22:20:52 | firewall | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny NTP traffic from 170.25.96.125:698 to 125.47.87.224:658 No additional info | {
"geo_location": "Georgia",
"device_hash": "1595e91aeab9183c25ba77d86494a00b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/3.1)",
"session_id": "d7f17bde-c498-4b2c-9d50-8d84d5fed776",
"risk_score": 0,
"confidence": 0.08
} | 170.25.96.125 | 125.47.87.224 | null | null | null | No additional info | Firewall deny NTP traffic from 170.25.96.125:698 to 125.47.87.224:658 No additional info | deny | 431,999 | NTP | null | null | null | null | null | null | null | null | 698 | 658 | 644 | null | null | null | null | null | null | null |
bf077c1e-ab58-4bb1-8f4f-ff9775aebb9f | 2025-05-17T11:34:35 | cloud | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in OCI by whancock No additional info noise=have|party|television | {
"geo_location": "Germany",
"device_hash": "2caa59164ae0cde0cc9f17760abf4a5f",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/2729-04-09 03:36:45 Firefox/3.8",
"session_id": "4957613e-33bf-4e31-b56e-5b536220a2aa",
"risk_score": 48.24,
"confidence": 0.3
} | null | null | null | null | null | No additional info | Cloud container_escape in OCI by whancock No additional info | container_escape | null | null | whancock | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-cdfe53e3 |
7f7e5b9b-9bd0-4a58-88a5-3fca40da2fb4 | 2025-04-02T08:22:30 | network | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 89.99.132.154 to 141.247.204.134 No additional info | {
"geo_location": "Pitcairn Islands",
"device_hash": "57d160e5461cbb3aff34708dad7c9a4e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/5.0)",
"session_id": "82c1da37-e918-48a2-90db-747932254887",
"risk_score": 17.8,
"confidence": 0.29
} | 89.99.132.154 | 141.247.204.134 | null | null | null | No additional info | Network data_exfiltration from 89.99.132.154 to 141.247.204.134 No additional info | data_exfiltration | 786,085 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5d25680a-0854-476e-b6cd-28b6fec1fa26 | 2025-06-30T11:06:21 | auth | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|info| desc=Auth locked for bhawkins via key from 145.2.73.16 Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Honduras",
"device_hash": "ebb4b2374183f1a654afe51600002064",
"user_agent": "Opera/8.84.(Windows NT 11.0; bn-IN) Presto/2.9.188 Version/11.00",
"session_id": "c55d075e-f6f1-4425-86f2-7b05a2e71680",
"risk_score": 53.89,
"confidence": 0.15
} | 145.2.73.16 | null | null | null | null | Unconventional IOC: Thermal sensor anomalies | Auth locked for bhawkins via key from 145.2.73.16 Unconventional IOC: Thermal sensor anomalies | locked | null | null | bhawkins | null | null | null | null | null | null | null | null | null | null | key | 06:4a:ac:ce:1a:58 | null | null | null | null | null |
fbda2703-d1c9-4519-9da7-c3d27b702757 | 2025-06-07T04:40:49 | auth | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for iobrien via key from 68.138.87.206 No additional info | {
"geo_location": "Nepal",
"device_hash": "2097024f73f994a2c525c7fbb2cb880c76ab6c021821c57e60c86ca1df3f1f99",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; ml-IN) AppleWebKit/531.16.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6531.16.1",
"session_id": "32515d24-0ba5-4044-b482-8732eb9a9a3a",
"risk_score": 63.72,
"confidence": 0.11
} | 68.138.87.206 | null | null | null | null | No additional info | Auth timeout for iobrien via key from 68.138.87.206 No additional info | timeout | null | null | iobrien | null | null | null | null | null | null | null | null | null | null | key | 4e:4a:c1:9e:66:0e | null | null | null | null | null |
d70c4a03-eeff-44ac-8ea2-db05c65f281e | 2025-03-10T18:09:28 | network | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 100.217.130.113 to 7.127.27.95 No additional info | {
"geo_location": "Guyana",
"device_hash": "1cb67276127472ac9b783feda71287fbc7e63aa6",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; el-GR) AppleWebKit/535.40.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B111 Safari/6535.40.7",
"session_id": "4f2edbfd-8ea5-48d5-968a-63b0cd19fe94",
"risk_score": 65.59,
"confidence": 0.82
} | 100.217.130.113 | 7.127.27.95 | null | null | null | No additional info | Network covert_channel from 100.217.130.113 to 7.127.27.95 No additional info | covert_channel | 867,038 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bb9b5595-d5d8-418e-b8de-ebba79af147c | 2025-05-01T23:03:04 | endpoint | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|info| desc=Endpoint service_install /experience/enough.json by kblack No additional info | {
"geo_location": "Central African Republic",
"device_hash": "2c388acf4fc995c685d844b5d74e998e38c68121",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.0; Trident/5.0)",
"session_id": "7b7ef2cc-e1d3-404f-b22c-7072f1bb1eab",
"risk_score": 56.15,
"confidence": 0.54
} | null | null | null | null | null | No additional info | Endpoint service_install /experience/enough.json by kblack No additional info | service_install | null | null | kblack | /experience/enough.json | 2,901 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9ba84cbb-55eb-44d3-b7c3-bc073abff3fd | 2025-04-29T03:44:14 | iot | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|low| desc=IoT device Medical firmware_update No additional info | {
"geo_location": "Burundi",
"device_hash": "6b38b0b9eddf4b83bf5f817faf71426cbd6e962a",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/7451-04-24 08:07:52 Firefox/3.8",
"session_id": "52a10cf7-a73c-4977-aab9-0fdc87168b4e",
"risk_score": 79.68,
"confidence": 0.49
} | 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-c7002e39 | 10.1 | null | null | null | null | null | null | null | null | null | null |
65dc3a83-bffa-467a-b304-803cd1842a9d | 2025-07-02T11:27:24 | firewall | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall deny DNS traffic from 207.127.67.32:732 to 68.76.72.29:541 Beaconing behavior detected | {
"geo_location": "Malta",
"device_hash": "24ca0149175a164bf454532245878e80",
"user_agent": "Opera/8.64.(Windows CE; st-ZA) Presto/2.9.182 Version/10.00",
"session_id": "9c58575d-74b1-466a-8078-72c1e79935eb",
"risk_score": 48.87,
"confidence": 0.8
} | 207.127.67.32 | 68.76.72.29 | null | null | null | Beaconing behavior detected | Firewall deny DNS traffic from 207.127.67.32:732 to 68.76.72.29:541 Beaconing behavior detected | deny | 189,979 | DNS | null | null | null | null | null | null | null | null | 732 | 541 | 1,728 | null | null | null | null | null | null | null |
4874733b-f4d8-423d-82e8-20ec12ba52d9 | 2025-04-25T01:35:55 | network | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 206.166.72.62 to 60.214.119.102 MITRE Technique: T1134.001 | {
"geo_location": "Timor-Leste",
"device_hash": "cf3bbd9b1f74c430b90f3d40c3057146",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 13_7 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) FxiOS/16.8h2039.0 Mobile/93C131 Safari/533.1",
"session_id": "37cedd62-ef99-441d-b4f3-4edf60407395",
"risk_score": 68.08,
"confidence": 0.54
} | 206.166.72.62 | 60.214.119.102 | null | null | null | MITRE Technique: T1134.001 | Network bandwidth_usage from 206.166.72.62 to 60.214.119.102 MITRE Technique: T1134.001 | bandwidth_usage | 401,434 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
36e890d2-3925-41a2-b008-b427db5085d3 | 2025-02-25T11:16:22 | auth | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|high| desc=Auth failed for sparkstabitha via OAuth from 175.179.29.121 MITRE Technique: T1218.011 | Unconventional IOC: Thermal sensor anomalies noise=explore/category/posts | {
"geo_location": "Egypt",
"device_hash": "ba1facc911a02d28e5e922d66429f35d",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_3 rv:2.0; sw-TZ) AppleWebKit/534.14.4 (KHTML, like Gecko) Version/4.1 Safari/534.14.4",
"session_id": "b11e9b11-da9e-41be-bcdb-328f0ba375c3",
"risk_score": 0,
"confidence": 0.46
} | 175.179.29.121 | null | null | null | null | MITRE Technique: T1218.011 | Unconventional IOC: Thermal sensor anomalies | Auth failed for sparkstabitha via OAuth from 175.179.29.121 MITRE Technique: T1218.011 | Unconventional IOC: Thermal sensor anomalies | failed | null | null | sparkstabitha | null | null | null | null | null | null | null | null | null | null | OAuth | 26:35:b0:a3:17:5c | null | null | null | null | null |
9aa1e126-f1df-459e-bd3b-78a81f0cb1c7 | 2025-06-24T00:05:58 | iot | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat unusual_activity No additional info | {
"geo_location": "Palestinian Territory",
"device_hash": "1fe022570d69919a01a5b6cb39bc05a3",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/40.0.819.0 Safari/533.1",
"session_id": "1b87fa8a-ff47-4886-a84a-eeb512e5810c",
"risk_score": 83.25,
"confidence": 0.28
} | null | null | null | null | null | No additional info | IoT device Thermostat unusual_activity No additional info | unusual_activity | null | null | null | null | null | null | null | Thermostat | iot-b2e950fd | 3.8 | null | null | null | null | null | null | null | null | null | null |
6e96ff1b-af2c-45a2-b76c-ceca9f9e0b87 | 2025-05-01T23:30:06 | endpoint | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|low| desc=Endpoint wmi_exec as by lynchthomas No additional info | {
"geo_location": "United States of America",
"device_hash": "6498666be25f0316ecb3cf04196a64c851fd7ef7",
"user_agent": "Opera/9.90.(X11; Linux i686; gl-ES) Presto/2.9.190 Version/12.00",
"session_id": "5d39992f-618e-421a-a83f-9a55335f8d28",
"risk_score": 81.4,
"confidence": 0.8
} | null | null | null | null | null | No additional info | Endpoint wmi_exec as by lynchthomas No additional info | wmi_exec | null | null | lynchthomas | as | 7,597 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
240b058e-f5df-4f36-9851-0ec09a2ba00a | 2025-05-12T03:17:22 | auth | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|low| desc=Auth success for michaelevans via password from 132.36.210.203 No additional info | {
"geo_location": "Bolivia",
"device_hash": "a5b5bccd326d4997501352555731b6dda01a569446b7bed37f59007b0dd1b004",
"user_agent": "Mozilla/5.0 (Windows 98) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/28.0.883.0 Safari/535.2",
"session_id": "844f7515-8b7c-4e80-8416-0a7c02412c10",
"risk_score": 83.08,
"confidence": 0.37
} | 132.36.210.203 | null | null | null | null | No additional info | Auth success for michaelevans via password from 132.36.210.203 No additional info | success | null | null | michaelevans | null | null | null | null | null | null | null | null | null | null | password | a0:c4:67:75:34:b6 | null | null | null | null | null |
4c510a17-194e-4841-a375-b7883a9eb9c8 | 2025-03-06T04:44:35 | iot | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat side_channel Associated Threat Actor: Kimsuky | {
"geo_location": "Qatar",
"device_hash": "5cd9ab000006599c62b98ccd78e9fd416b123e09",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/4.0)",
"session_id": "b837a0d6-3714-4539-a56b-25c80b684b0e",
"risk_score": 52.47,
"confidence": 0.19
} | null | null | null | null | null | Associated Threat Actor: Kimsuky | IoT device Thermostat side_channel Associated Threat Actor: Kimsuky | side_channel | null | null | null | null | null | null | null | Thermostat | iot-a5e6c98d | 4.5 | null | null | null | null | null | null | null | null | null | null |
6c5d62b0-5707-4c38-9d5d-1030b90f878f | 2025-06-10T11:27:48 | 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: DDoS detected from 93.49.246.93 targeting N/A MITRE Technique: T1547.001 | {
"geo_location": "Vietnam",
"device_hash": "a28a8f15e876313ec44ad05438fd7113",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 10.0; Trident/4.1)",
"session_id": "87af3fbc-961f-4645-96e5-8e0357861db9",
"risk_score": 43.22,
"confidence": 0.94
} | 93.49.246.93 | N/A | DDoS | SIG-5167 | Exploit | MITRE Technique: T1547.001 | Vectra AI Alert: DDoS detected from 93.49.246.93 targeting N/A 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 |
4f2fc31b-4de1-46bc-b21d-e872541c3eb9 | 2025-02-28T15:20:27 | ids_alert | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|high| desc=Snort Alert: Fileless Attack detected from 179.127.212.96 targeting N/A No additional info | {
"geo_location": "Slovenia",
"device_hash": "d40a0202a028b09cc9170d029c13c354",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 16_7_7 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) CriOS/26.0.877.0 Mobile/18M875 Safari/531.2",
"session_id": "084d8cc6-1c90-4a34-ac14-6a8804015aa0",
"risk_score": 53.35,
"confidence": 0.38
} | 179.127.212.96 | N/A | Fileless Attack | SIG-9299 | Evasion | No additional info | Snort Alert: Fileless Attack detected from 179.127.212.96 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 |
276ca27b-c58b-46ff-9758-ccded39b9785 | 2025-06-01T23:44:29 | cloud | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in GCP by katherine07 No additional info | {
"geo_location": "Antigua and Barbuda",
"device_hash": "38b303f578d334ea6356f41531d1946e7fcdff3e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 11.0; Trident/5.0)",
"session_id": "229a3215-8b29-4727-8870-de1c942d5396",
"risk_score": 79.35,
"confidence": 0.89
} | null | null | null | null | null | No additional info | Cloud config_change in GCP by katherine07 No additional info | config_change | null | null | katherine07 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-d7ff9ff3 |
b95c62f8-f04b-4cc4-ad35-07563c0b3ef9 | 2025-01-30T16:33:12 | cloud | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|medium| desc=Cloud permission_escalation in AWS by justinphillips No additional info | {
"geo_location": "Burkina Faso",
"device_hash": "154dd23b276774f9ac29c9fa51c4e045",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/18.0.841.0 Safari/534.2",
"session_id": "d8e7f488-fd64-4389-b05c-869ff8bcb2e3",
"risk_score": 45.26,
"confidence": 0.32
} | null | null | null | null | null | No additional info | Cloud permission_escalation in AWS by justinphillips No additional info | permission_escalation | null | null | justinphillips | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-e6971741 |
e69baa90-b120-4b21-a15a-dca2555410ba | 2025-04-29T02:48:21 | ids_alert | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|high| desc=Wazuh Alert: Port Scan detected from 133.72.64.35 targeting 201.74.67.12 No additional info | {
"geo_location": "Costa Rica",
"device_hash": "d0d7dd8e772e713c69b9eac9ed8d27d7",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_5) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/57.0.884.0 Safari/532.2",
"session_id": "a6e45f16-2b08-42d6-9b4d-ac470794f280",
"risk_score": 45.16,
"confidence": 0.85
} | 133.72.64.35 | 201.74.67.12 | Port Scan | SIG-2226 | Recon | No additional info | Wazuh Alert: Port Scan detected from 133.72.64.35 targeting 201.74.67.12 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
145637f3-7ea3-4532-8c00-97f3971f54b0 | 2025-03-27T04:38:49 | ai | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|low| desc=AI system model_access by katiebrown No additional info | {
"geo_location": "Tonga",
"device_hash": "2151eb8321bbb26cb76756d454e8f891",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; uk-UA) AppleWebKit/533.8.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6533.8.4",
"session_id": "516c43db-3e74-4639-97ad-7ed33d4597f1",
"risk_score": 58.07,
"confidence": 0.18
} | null | null | null | null | null | No additional info | AI system model_access by katiebrown No additional info | model_access | null | null | katiebrown | null | null | null | null | null | null | null | null | null | null | null | null | model-91d25e64 | 0d223fbae4c02ea6990c285c98618ea2 | c79aee580f8a75c5d83e925257f25186928d56b0e71d75ca0b048690ca588a18 | null | null |
8e9674bf-48dc-4610-80c1-8be8cfd1f5c5 | 2025-05-21T18:36:52 | firewall | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|critical| desc=Firewall deny SSH traffic from 169.118.96.98:635 to 24.130.253.225:221 No additional info | {
"geo_location": "Hungary",
"device_hash": "28323bd46abcdb9eab22ca6c1d10783f",
"user_agent": "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/63.0.808.0 Safari/532.0",
"session_id": "c1f83553-98e1-4314-8cd3-df0bf7b278e3",
"risk_score": 66,
"confidence": 0.34
} | 169.118.96.98 | 24.130.253.225 | null | null | null | No additional info | Firewall deny SSH traffic from 169.118.96.98:635 to 24.130.253.225:221 No additional info | deny | 770,116 | SSH | null | null | null | null | null | null | null | null | 635 | 221 | 1,179 | null | null | null | null | null | null | null |
4f9a1573-c7db-400d-9454-42397a81f84a | 2025-07-03T19:04:32 | endpoint | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection /mind/give.css by amandapatton No additional info | {
"geo_location": "Nigeria",
"device_hash": "34c6b02cf527df15fe1964622769df31af6596a4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Win 9x 4.90; Trident/4.1)",
"session_id": "ab9d7992-14f2-4231-8a7d-8775eb40e853",
"risk_score": 15.67,
"confidence": 0.41
} | null | null | null | null | null | No additional info | Endpoint memory_injection /mind/give.css by amandapatton No additional info | memory_injection | null | null | amandapatton | /mind/give.css | 174 | svchost.exe | {
"baseline_deviation": 1.06,
"entropy": 2.44,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
d1a48488-2d19-4277-a667-c6f8ba10ac5f | 2025-04-29T10:27:10 | cloud | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|high| desc=Cloud lambda_execution in Azure by wilsoncheryl MITRE Technique: T1574.002 | Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "China",
"device_hash": "f295997f247fc6a7a6a5381956c7ef50",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.0; Trident/4.0)",
"session_id": "a8620c8f-3eff-437f-a2da-9ee3b97247eb",
"risk_score": 73.99,
"confidence": 0.06
} | null | null | null | null | null | MITRE Technique: T1574.002 | Unconventional IOC: Unusual DNS TXT records | Cloud lambda_execution in Azure by wilsoncheryl MITRE Technique: T1574.002 | Unconventional IOC: Unusual DNS TXT records | lambda_execution | null | null | wilsoncheryl | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-8facd8e7 |
d04e77f7-8384-4e8a-8869-e56c7d563887 | 2025-03-18T10:57:47 | iot | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical physical_tamper MITRE Technique: T1059.005 | {
"geo_location": "Cook Islands",
"device_hash": "577cba614523f9cb62f22bbd916eb4d28ed376e4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/5.1)",
"session_id": "c37f96cf-86e3-4900-b47d-eb4756158c55",
"risk_score": 21.16,
"confidence": 0.46
} | null | null | null | null | null | MITRE Technique: T1059.005 | IoT device Medical physical_tamper MITRE Technique: T1059.005 | physical_tamper | null | null | null | null | null | null | null | Medical | iot-65913da2 | 5.9 | null | null | null | null | null | null | null | null | null | null |
f1341945-8103-4923-ad48-be7cee60eaa8 | 2025-01-25T18:58:12 | firewall | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop SMB traffic from 42.52.137.235:676 to 133.247.158.206:25270 Associated Threat Actor: TA505 noise=176074ED | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "a0c7d67858be38a303b6ccaed2bff6bf",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/4.0)",
"session_id": "90259d3c-a3f0-4aa8-9585-19dfb921d43b",
"risk_score": 16.53,
"confidence": 0.03
} | 42.52.137.235 | 133.247.158.206 | null | null | null | Associated Threat Actor: TA505 | Firewall drop SMB traffic from 42.52.137.235:676 to 133.247.158.206:25270 Associated Threat Actor: TA505 | drop | 708,897 | SMB | null | null | null | null | null | null | null | null | 676 | 25,270 | 2,666 | null | null | null | null | null | null | null |
bb77edc0-9c62-4b26-85f6-bf544953392e | 2025-04-18T12:14:18 | ids_alert | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|critical| desc=ArcSight Alert: Zero-Day Exploit detected from 163.134.185.190 targeting N/A MITRE Technique: T1547.001 | {
"geo_location": "Argentina",
"device_hash": "e923bc480105716b010ca76fc186cb584b2147d56992bebf7b0ca31d924ed020",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/534.12.4 (KHTML, like Gecko) Version/4.0 Safari/534.12.4",
"session_id": "aaaf4797-cbdd-40f5-876d-73869b3f31ca",
"risk_score": 37.45,
"confidence": 0.04
} | 163.134.185.190 | N/A | Zero-Day Exploit | SIG-8162 | Policy | MITRE Technique: T1547.001 | ArcSight Alert: Zero-Day Exploit detected from 163.134.185.190 targeting N/A 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 |
7132790f-5064-403f-bf58-c4c47a938ee9 | 2025-01-17T03:10:39 | endpoint | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access /risk/debate.html by candice39 No additional info noise=226BB374 | {
"geo_location": "Ghana",
"device_hash": "d5a4f2f2b2f6ef34bc37df03601abddcdcf658dc5d3b74bc6a2b8220998be60c",
"user_agent": "Mozilla/5.0 (Windows CE) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/37.0.801.0 Safari/533.0",
"session_id": "6e72e872-da2e-4fb6-ae61-5d292532685c",
"risk_score": 73.11,
"confidence": 0.4
} | null | null | null | null | null | No additional info | Endpoint file_access /risk/debate.html by candice39 No additional info | file_access | null | null | candice39 | /risk/debate.html | 3,829 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
263ab323-fd2e-464b-9962-1857abf02e5b | 2025-03-13T15:45:03 | ai | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|info| desc=AI system model_access by chapmanmary No additional info | {
"geo_location": "Mauritania",
"device_hash": "b397a5b011b354e40dd1c137057c2a96",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_4_1 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) FxiOS/16.8c0287.0 Mobile/95W089 Safari/533.1",
"session_id": "2c5bb8a6-68f0-4824-bf1b-4bcdc590a6f4",
"risk_score": 50.19,
"confidence": 0.52
} | null | null | null | null | null | No additional info | AI system model_access by chapmanmary No additional info | model_access | null | null | chapmanmary | null | null | null | null | null | null | null | null | null | null | null | null | model-1a43f486 | b1a789fce4505c8c42065d72e3e8dd7c5f591720fae995bce47214183c7847a3 | 3e2088c6b11d5e37af31270aa5ac079c | null | null |
16e16ff2-5f1e-4c63-8abd-f34df3d264f2 | 2025-01-15T16:22:05 | ai | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by shermantimothy No additional info | {
"geo_location": "Northern Mariana Islands",
"device_hash": "ac713abbfe8083a59bd10dc8481d3cf098dcc0d2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 10.0; Trident/4.0)",
"session_id": "2b02084a-f620-4174-a785-a4ec0a005caf",
"risk_score": 22.94,
"confidence": 0.7
} | null | null | null | null | null | No additional info | AI system prompt_injection by shermantimothy No additional info | prompt_injection | null | null | shermantimothy | null | null | null | null | null | null | null | null | null | null | null | null | model-53817ac3 | 248db68fc695999ceb9cefc0e7246963 | a363a71ec071ba6c6b590dc3da0cd61c06575404fcb78cad776a5f259b6169d5 | null | null |
edb11f0c-a630-4035-bf44-467a81343717 | 2028-08-03T15:26:05 | auth | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for daviswilliam via biometric from 83.95.240.190 No additional info | {
"geo_location": "Gambia",
"device_hash": "c0cd650bc5775537be7fcc67a06304bf",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 7_1_2 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) FxiOS/18.9w2791.0 Mobile/38X375 Safari/535.2",
"session_id": "92c9fc94-75ce-44f8-9964-5f6891aee984",
"risk_score": 51.9,
"confidence": 0.5
} | 83.95.240.190 | null | null | null | null | No additional info | Auth bypass for daviswilliam via biometric from 83.95.240.190 No additional info | bypass | null | null | daviswilliam | null | null | null | null | null | null | null | null | null | null | biometric | e2:d4:2d:f3:50:b5 | null | null | null | null | null |
c3eb882a-33b5-48bf-9b10-87f07d283b5d | 2025-05-09T19:12:33 | network | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|high| desc=Network protocol_anomaly from 183.149.198.119 to 43.255.151.229 No additional info | {
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "510aa462e8a99ac90a3cc3e7d5af2c1380da36c539148d00b9efe35edb5c660c",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/28.0.836.0 Safari/534.0",
"session_id": "6c427774-5bed-4591-8651-8938aa7d34e6",
"risk_score": 40.26,
"confidence": 0.21
} | 183.149.198.119 | 43.255.151.229 | null | null | null | No additional info | Network protocol_anomaly from 183.149.198.119 to 43.255.151.229 No additional info | protocol_anomaly | 778,738 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4149b335-2bcb-4903-b30d-a64e18b6a86c | 2025-03-18T02:36:00 | iot | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|low| desc=IoT device Camera firmware_update MITRE Technique: T1547.001 | Associated Threat Actor: Leafminer | {
"geo_location": "South Africa",
"device_hash": "292f3cd4cd9b05efc62f90ec4b02433f",
"user_agent": "Mozilla/5.0 (Windows CE) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/51.0.847.0 Safari/531.0",
"session_id": "29ee279f-29d7-4234-84c7-28e35f0a2628",
"risk_score": 30.96,
"confidence": 0.96
} | null | null | null | null | null | MITRE Technique: T1547.001 | Associated Threat Actor: Leafminer | IoT device Camera firmware_update MITRE Technique: T1547.001 | Associated Threat Actor: Leafminer | firmware_update | null | null | null | null | null | null | null | Camera | iot-68e3c474 | 9.3 | null | null | null | null | null | null | null | null | null | null |
45bc249c-12c3-45c7-851a-60d7eac37279 | 2025-02-22T04:01:21 | firewall | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine SSH traffic from 164.119.206.89:160 to 124.33.6.116:846 No additional info | {
"geo_location": "North Korea",
"device_hash": "2578f4cf1f97b28c45673901d91a1e2976c3f349",
"user_agent": "Opera/9.69.(X11; Linux x86_64; aa-ET) Presto/2.9.172 Version/12.00",
"session_id": "5a030e4b-b8fd-42bb-8a32-047e2f4ffca9",
"risk_score": 54.79,
"confidence": 0.2
} | 164.119.206.89 | 124.33.6.116 | null | null | null | No additional info | Firewall quarantine SSH traffic from 164.119.206.89:160 to 124.33.6.116:846 No additional info | quarantine | 672,378 | SSH | null | null | null | null | null | null | null | null | 160 | 846 | 178 | null | null | null | null | null | null | null |
c81a3c15-afbf-4080-bcb8-0ceb0ff77389 | 2025-05-16T06:13:09 | network | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|high| desc=Network covert_channel from 10.52.102.118 to 10.123.152.126 No additional info noise=TGlnaHQu | {
"geo_location": "Slovenia",
"device_hash": "fa3696a6bccece8094d471be2de1ab7b03c32be0",
"user_agent": "Opera/8.40.(X11; Linux i686; mi-NZ) Presto/2.9.170 Version/12.00",
"session_id": "fadebe66-5c3c-42b7-9f65-92217adf379a",
"risk_score": 64.89,
"confidence": 0.85
} | 10.52.102.118 | 10.123.152.126 | null | null | null | No additional info | Network covert_channel from 10.52.102.118 to 10.123.152.126 No additional info | covert_channel | 165,129 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7321c32a-039e-44f2-9767-5dd1253176b6 | 2025-05-04T10:14:41 | ids_alert | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|low| desc=Wazuh Alert: Living-off-the-Land detected from 148.243.194.65 targeting N/A MITRE Technique: T1574.002 noise=U2Vhc29uLg== | {
"geo_location": "Angola",
"device_hash": "d24a78f4375e5060a9b51edfde01718c3d304a4c02d7e3fd35eb75c81a915a64",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows CE; Trident/4.1)",
"session_id": "3e37d076-2be8-40c3-9ab6-fe6fc2be4b55",
"risk_score": 79.34,
"confidence": 0.31
} | 148.243.194.65 | N/A | Living-off-the-Land | SIG-3908 | Recon | MITRE Technique: T1574.002 | Wazuh Alert: Living-off-the-Land detected from 148.243.194.65 targeting N/A MITRE Technique: T1574.002 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
eda28f97-98a3-484c-bc70-0ce5e389c931 | 2025-01-18T16:12:39 | network | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|medium| desc=Network covert_channel from 138.5.222.171 to 130.52.68.113 Associated Threat Actor: Sandworm Team | {
"geo_location": "Jersey",
"device_hash": "b1b5de939ad365a8b0d59afe21326300",
"user_agent": "Opera/9.26.(Windows NT 5.1; ast-ES) Presto/2.9.187 Version/11.00",
"session_id": "c34a6808-796f-40fb-b316-8fdb215c64d7",
"risk_score": 13.38,
"confidence": 0.49
} | 138.5.222.171 | 130.52.68.113 | null | null | null | Associated Threat Actor: Sandworm Team | Network covert_channel from 138.5.222.171 to 130.52.68.113 Associated Threat Actor: Sandworm Team | covert_channel | 50,592 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c544f2ee-e3f2-4012-8f2d-ab91dc500bb6 | 2025-03-30T18:55:52 | firewall | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow RDP traffic from 94.53.110.198:779 to 200.159.11.9:879 No additional info | {
"geo_location": "Northern Mariana Islands",
"device_hash": "819ffdf0782b514bee3a1ae5f2b9cbd667fa9534906e0b4e961179b3f4c9cf61",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_1 rv:6.0; hr-HR) AppleWebKit/532.11.3 (KHTML, like Gecko) Version/5.0 Safari/532.11.3",
"session_id": "d3d5ce26-80fa-4701-b68e-ebab4eec92a9",
"risk_score": 51.77,
"confidence": 0.25
} | 94.53.110.198 | 200.159.11.9 | null | null | null | No additional info | Firewall allow RDP traffic from 94.53.110.198:779 to 200.159.11.9:879 No additional info | allow | 201,023 | RDP | null | null | null | null | null | null | null | null | 779 | 879 | 1,670 | null | null | null | null | null | null | null |
e834c9cf-6f29-464a-8950-3d509b650220 | 2025-06-04T23:40:39 | iot | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC firmware_update No additional info | {
"geo_location": "China",
"device_hash": "3e3f2b633a89350516b9cd1431af0ef12489cece0a533dbc8d836f3dca7de945",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; so-SO; rv:1.9.1.20) Gecko/4034-07-24 11:27:25 Firefox/3.6.4",
"session_id": "9d5b8372-bbf3-4342-a9f8-62380a8e515d",
"risk_score": 83.81,
"confidence": 0.99
} | null | null | null | null | null | No additional info | IoT device HVAC firmware_update No additional info | firmware_update | null | null | null | null | null | null | null | HVAC | iot-d20a752c | 7.1 | null | null | null | null | null | null | null | null | null | null |
6ff6b6f5-44a7-49e7-a545-34f7e01d3906 | 2025-05-17T02:25:24 | auth | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|low| desc=Auth success for tara41 via key from 184.196.94.5 No additional info | {
"geo_location": "Albania",
"device_hash": "7f834e2f8c9b68470782fbb0d320c3bd",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/532.36.1 (KHTML, like Gecko) Version/4.0 Safari/532.36.1",
"session_id": "1fc656c3-c0dd-4334-b59d-e9893e751e2c",
"risk_score": 28.99,
"confidence": 0.13
} | 184.196.94.5 | null | null | null | null | No additional info | Auth success for tara41 via key from 184.196.94.5 No additional info | success | null | null | tara41 | null | null | null | null | null | null | null | null | null | null | key | 71:1f:08:3e:ff:88 | null | null | null | null | null |
d5f8dc03-8ea2-468e-b7c1-e4e642152c18 | 2025-07-03T11:49:22 | firewall | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine ICMP traffic from 45.30.53.233:64363 to 48.170.74.172:774 Unconventional IOC: TPM attestation failures | {
"geo_location": "Honduras",
"device_hash": "deccf63019f34c549ee3d5e3bf15a110",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_0) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/59.0.831.0 Safari/535.0",
"session_id": "eb1e66db-a8a5-4793-8588-dcacac72ecbc",
"risk_score": 8.34,
"confidence": 0.75
} | 45.30.53.233 | 48.170.74.172 | null | null | null | Unconventional IOC: TPM attestation failures | Firewall quarantine ICMP traffic from 45.30.53.233:64363 to 48.170.74.172:774 Unconventional IOC: TPM attestation failures | quarantine | 472,960 | ICMP | null | null | null | null | null | null | null | null | 64,363 | 774 | 864 | null | null | null | null | null | null | null |
02c5adbb-3842-4e3f-af3e-5d60510076bf | 2025-05-03T21:16:03 | ids_alert | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|medium| desc=Darktrace Alert: ICS Attack detected from 187.155.80.95 targeting 69.202.125.38 Associated Threat Actor: APT37 | {
"geo_location": "Bahamas",
"device_hash": "8cabea9613a221e69eb776024b42bfc2deb2134a",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/531.45.1 (KHTML, like Gecko) Version/4.0.4 Safari/531.45.1",
"session_id": "73a91dd2-0bbf-4b13-827a-5bfedd40a98d",
"risk_score": 77.97,
"confidence": 0.48
} | 187.155.80.95 | 69.202.125.38 | ICS Attack | SIG-4496 | Recon | Associated Threat Actor: APT37 | Darktrace Alert: ICS Attack detected from 187.155.80.95 targeting 69.202.125.38 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 |
862f8d97-7e2f-475c-97a6-a196605c7a63 | 2025-03-05T06:00:44 | ai | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|critical| desc=AI system training_data_poisoning by hughesmisty No additional info | {
"geo_location": "New Zealand",
"device_hash": "31803dad2c885afb631da834bd54e4430a9db6f0",
"user_agent": "Mozilla/5.0 (Windows NT 5.01) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/45.0.887.0 Safari/535.2",
"session_id": "8d65b669-2a4c-48b6-b9bb-54af7a6c60fa",
"risk_score": 35.03,
"confidence": 0.59
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by hughesmisty No additional info | training_data_poisoning | null | null | hughesmisty | null | null | null | null | null | null | null | null | null | null | null | null | model-b9c54926 | a56201437483d6bcae56d24ab98813fe3bd2d5ca762cb1d090cb26e4f81fb276 | 73e19bde93aa25f67f4f620df4199ac6 | null | null |
fb335333-4abb-4a5d-b362-18be9b1a071f | 2025-02-16T03:03:58 | network | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|info| desc=Network disconnection from 41.108.40.23 to 136.16.59.220 No additional info | {
"geo_location": "Nicaragua",
"device_hash": "915f5b3fdf863ec2d11d3e9f5b41e42a1973b6e2",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_8 rv:6.0; xh-ZA) AppleWebKit/531.31.4 (KHTML, like Gecko) Version/5.1 Safari/531.31.4",
"session_id": "94ec4fca-958c-4858-b1ac-624a5141a855",
"risk_score": 64.31,
"confidence": 0.88
} | 41.108.40.23 | 136.16.59.220 | null | null | null | No additional info | Network disconnection from 41.108.40.23 to 136.16.59.220 No additional info | disconnection | 910,712 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5e5fa3f5-564e-4eea-8dd0-d182d76351d5 | 2022-09-03T16:23:21 | endpoint | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint process_stop population by john92 MITRE Technique: T1059.005 | {
"geo_location": "British Virgin Islands",
"device_hash": "2db66063117d0202b850d4e3265aec497bf7b6ba",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90; ve-ZA; rv:1.9.1.20) Gecko/7979-12-24 21:17:54 Firefox/7.0",
"session_id": "918132bc-3caa-4769-9f2c-9f9724754a81",
"risk_score": 41.64,
"confidence": 0.56
} | null | null | null | null | null | MITRE Technique: T1059.005 | Endpoint process_stop population by john92 MITRE Technique: T1059.005 | process_stop | null | null | john92 | population | 2,793 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1bef5f40-28ec-459e-a49b-5735e53280ec | 2028-08-12T09:41:47 | network | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 188.244.26.8 to 109.173.96.75 No additional info noise=wp-content/app | {
"geo_location": "Uruguay",
"device_hash": "8bccf733fdf162bbb68a065a7a0cd183757095af",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_9; rv:1.9.6.20) Gecko/3356-03-19 18:34:33 Firefox/8.0",
"session_id": "b7eeb321-b6ab-4040-8fcb-5017b649c276",
"risk_score": 45.07,
"confidence": 0.9
} | 188.244.26.8 | 109.173.96.75 | null | null | null | No additional info | Network protocol_anomaly from 188.244.26.8 to 109.173.96.75 No additional info | protocol_anomaly | 189,608 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2e8f880b-6e71-495a-9478-2634b97c4e40 | 2025-01-16T05:13:05 | firewall | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|high| desc=Firewall drop TCP traffic from 157.169.254.134:434 to 12.124.228.162:163 MITRE Technique: T1071.001 | Geo anomaly: Impossible travel detected | {
"geo_location": "Chad",
"device_hash": "69ba7a47368b828eef8faecc4556485436e38194",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/533.49.5 (KHTML, like Gecko) Version/4.0.5 Safari/533.49.5",
"session_id": "72bb1e93-2cf2-4538-815d-c701ff0e4a5a",
"risk_score": 56.9,
"confidence": 0.54
} | 157.169.254.134 | 12.124.228.162 | null | null | null | MITRE Technique: T1071.001 | Geo anomaly: Impossible travel detected | Firewall drop TCP traffic from 157.169.254.134:434 to 12.124.228.162:163 MITRE Technique: T1071.001 | Geo anomaly: Impossible travel detected | drop | 534,932 | TCP | null | null | null | null | null | null | null | null | 434 | 163 | 813 | null | null | null | null | null | null | null |
fa477a9b-2e02-4dd0-93b6-7a6d0ea1bc38 | 2025-03-30T11:03:48 | network | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 78.235.41.212 to 10.59.185.12 MITRE Technique: T1218.011 | Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Fiji",
"device_hash": "02130d5b599298c395c21b0f7066f326",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1_2 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) CriOS/15.0.868.0 Mobile/46E292 Safari/531.1",
"session_id": "1f38bf4b-3ca1-4237-9803-134a413ae3ff",
"risk_score": 38.79,
"confidence": 0.58
} | 78.235.41.212 | 10.59.185.12 | null | null | null | MITRE Technique: T1218.011 | Unconventional IOC: Unusual DNS TXT records | Network protocol_anomaly from 78.235.41.212 to 10.59.185.12 MITRE Technique: T1218.011 | Unconventional IOC: Unusual DNS TXT records | protocol_anomaly | 760,970 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
762cebe8-4f88-4f59-9a9c-4384a022d0c9 | 2025-06-04T12:41:50 | ai | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|high| desc=AI system membership_inference by ellishenry No additional info | {
"geo_location": "Myanmar",
"device_hash": "3973026a5d16be764eb96924f999765095ba37e3c107f6010eb11a04c226f412",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_6 rv:6.0; or-IN) AppleWebKit/532.23.3 (KHTML, like Gecko) Version/4.0.5 Safari/532.23.3",
"session_id": "3ef83f52-47e8-4e42-8deb-2d977286efb6",
"risk_score": 97.4,
"confidence": 0.5
} | null | null | null | null | null | No additional info | AI system membership_inference by ellishenry No additional info | membership_inference | null | null | ellishenry | null | null | null | null | null | null | null | null | null | null | null | null | model-9545ae13 | ec58d68584da305805b4a7aee99ff578223ed10d | 520a860ba4c5ee491041225291c5b06fbb4be4a367b76590f3956f7ee93b519e | null | null |
9d786412-bacf-42d4-a11f-2ccff8965992 | 2025-04-14T06:13:15 | network | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|critical| desc=Network protocol_anomaly from 126.71.107.44 to 98.74.74.92 No additional info noise=either|media|than | {
"geo_location": "Malaysia",
"device_hash": "f3a3c7b9d545123dce9b79a33e9a328712c86ebc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.1)",
"session_id": "bb822f41-8895-43bc-a1a4-bfacc7f9ccdb",
"risk_score": 34.99,
"confidence": 0.56
} | 126.71.107.44 | 98.74.74.92 | null | null | null | No additional info | Network protocol_anomaly from 126.71.107.44 to 98.74.74.92 No additional info | protocol_anomaly | 424,531 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f5c94cf4-9a9a-4bf5-a35f-41354cbca7da | 2025-04-30T07:11:52 | auth | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|info| desc=Auth success for ginabaker via biometric from 88.99.254.90 Associated Threat Actor: FIN7 noise=Q29udHJvbC4= | {
"geo_location": "Brunei Darussalam",
"device_hash": "9704fd16d354c40bf8c43d7822f35d30",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; te-IN; rv:1.9.0.20) Gecko/9264-06-12 03:39:12 Firefox/3.8",
"session_id": "c75ffcfd-51c4-49c0-bd40-103f935ae18b",
"risk_score": 41.7,
"confidence": 0.7
} | 88.99.254.90 | null | null | null | null | Associated Threat Actor: FIN7 | Auth success for ginabaker via biometric from 88.99.254.90 Associated Threat Actor: FIN7 | success | null | null | ginabaker | null | null | null | null | null | null | null | null | null | null | biometric | 3b:35:55:db:ee:82 | null | null | null | null | null |
f18b2c5d-4deb-44c9-9cb9-88f8bcb1665e | 2025-06-03T15:19:04 | firewall | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|high| desc=Firewall allow UDP traffic from 24.222.193.27:500 to 222.170.137.236:249 MITRE Technique: T1190 | {
"geo_location": "Tunisia",
"device_hash": "f8a8fe88421ccc83a05823bbbac17a16",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 10.0; Trident/4.0)",
"session_id": "3e49e800-b3ef-42f2-b860-5d0e0969d282",
"risk_score": 49.52,
"confidence": 0.84
} | 24.222.193.27 | 222.170.137.236 | null | null | null | MITRE Technique: T1190 | Firewall allow UDP traffic from 24.222.193.27:500 to 222.170.137.236:249 MITRE Technique: T1190 | allow | 786,145 | UDP | null | null | null | null | null | null | null | null | 500 | 249 | 2,636 | null | null | null | null | null | null | null |
074afc2e-8629-4216-8958-8dc0969b61ce | 2025-05-03T21:00:48 | auth | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|low| desc=Auth timeout for john92 via SAML from 10.175.188.178 No additional info | {
"geo_location": "Bangladesh",
"device_hash": "692d5698808e1e9138d2abeb8b9c35eeba124a8d",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_9 rv:5.0; my-MM) AppleWebKit/531.3.3 (KHTML, like Gecko) Version/4.0 Safari/531.3.3",
"session_id": "3f7a0383-3721-494d-beb8-11ce0cfeeddb",
"risk_score": 63.61,
"confidence": 0.36
} | 10.175.188.178 | null | null | null | null | No additional info | Auth timeout for john92 via SAML from 10.175.188.178 No additional info | timeout | null | null | john92 | null | null | null | null | null | null | null | null | null | null | SAML | 85:fd:85:80:c1:7d | null | null | null | null | null |
7181d8f7-8c34-4ec6-8194-474268eb7eeb | 2025-03-26T06:47:46 | endpoint | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_start subject by keithrichards MITRE Technique: T1059.005 noise=explore/wp-content | {
"geo_location": "Brunei Darussalam",
"device_hash": "e36884fbc1f682b88f5e8f669d9b3e8b924f6d15",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows CE; Trident/5.0)",
"session_id": "855eaaef-fb14-48b5-aa7e-334aa8e5124f",
"risk_score": 50.12,
"confidence": 0.23
} | null | null | null | null | null | MITRE Technique: T1059.005 | Endpoint process_start subject by keithrichards MITRE Technique: T1059.005 | process_start | null | null | keithrichards | subject | 5,408 | svchost.exe | {
"baseline_deviation": 2.08,
"entropy": 7.6,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
45c54e8c-fc62-4d8e-9d75-91ee1ca40cea | 2025-07-03T16:35:43 | ai | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by jamesmichael No additional info noise=U291bmQu | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "bc33620a574d8610059dc6925b7ddb016f8370bb",
"user_agent": "Mozilla/5.0 (Android 2.3.2; Mobile; rv:27.0) Gecko/27.0 Firefox/27.0",
"session_id": "16bfde06-4f68-4b3e-bf92-45aee8676fb9",
"risk_score": 36.11,
"confidence": 0.47
} | null | null | null | null | null | No additional info | AI system membership_inference by jamesmichael No additional info | membership_inference | null | null | jamesmichael | null | null | null | null | null | null | null | null | null | null | null | null | model-46a772a7 | 5a5bd101bb7ac31ef55ce2e6cb22cd5d3be871da | 073e62c9b449533005197b46cbf3a414f3fd69ff33d58553cab7036e4e455d95 | null | null |
5efc523d-a544-4ce1-b7d3-a1ff7bdd74f5 | 2021-11-20T20:14:17 | cloud | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|info| desc=Cloud instance_creation in OCI by melissa29 MITRE Technique: T1059.005 | {
"geo_location": "Pitcairn Islands",
"device_hash": "4cfb4246365158d9cbb80a55998e7a1bb358fbc9ac8e89403c044d23922d3774",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3_1 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) CriOS/48.0.899.0 Mobile/30N781 Safari/531.1",
"session_id": "1ca3e106-8ee0-484e-be51-64a1aa11a2fc",
"risk_score": 69.58,
"confidence": 0.77
} | null | null | null | null | null | MITRE Technique: T1059.005 | Cloud instance_creation in OCI by melissa29 MITRE Technique: T1059.005 | instance_creation | null | null | melissa29 | null | null | null | {
"baseline_deviation": 2.95,
"entropy": 2.48,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | OCI | res-8de3a148 |
00b3c076-be72-450d-bcc1-4541efea5425 | 2025-03-11T07:25:20 | firewall | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|info| desc=Firewall deny DNS traffic from 126.4.42.160:57 to 91.148.137.224:451 MITRE Technique: T1547.001 noise=A27D9640 | {
"geo_location": "Belgium",
"device_hash": "f29395c96fdc06dd4cbe1c93f079255cc2340072",
"user_agent": "Opera/9.94.(Windows NT 6.2; hy-AM) Presto/2.9.183 Version/10.00",
"session_id": "5267f138-a110-440e-8460-40851d269dd7",
"risk_score": 29.7,
"confidence": 0.96
} | 126.4.42.160 | 91.148.137.224 | null | null | null | MITRE Technique: T1547.001 | Firewall deny DNS traffic from 126.4.42.160:57 to 91.148.137.224:451 MITRE Technique: T1547.001 | deny | 12,657 | DNS | null | null | null | null | null | null | null | null | 57 | 451 | 2,844 | null | null | null | null | null | null | null |
5e486f54-1b7b-4a6a-b75c-cc5280aa0561 | 2025-06-20T23:11:17 | ids_alert | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|medium| desc=Splunk Alert: Port Scan detected from 82.191.244.169 targeting 136.125.136.197 Unconventional IOC: CPU microcode changes | {
"geo_location": "Guinea",
"device_hash": "73f2a7d5f0a67f3b9cc0c6861b56ccc620fb394b3bf778f8b6e81af8ff56c88d",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_0) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/13.0.870.0 Safari/535.1",
"session_id": "45714c2a-d243-4bac-a5ac-3325e52e07d4",
"risk_score": 63.1,
"confidence": 0.21
} | 82.191.244.169 | 136.125.136.197 | Port Scan | SIG-5155 | Exploit | Unconventional IOC: CPU microcode changes | Splunk Alert: Port Scan detected from 82.191.244.169 targeting 136.125.136.197 Unconventional IOC: CPU microcode changes | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b9179538-bebd-434b-9687-a8f37a82f7cf | 2025-04-26T12:00:48 | auth | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|info| desc=Auth locked for tristanjimenez via MFA from 71.238.169.159 No additional info | {
"geo_location": "Burundi",
"device_hash": "8f4248f08826db929146c202a175e589",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_1 rv:5.0; lzh-TW) AppleWebKit/533.50.5 (KHTML, like Gecko) Version/5.0.3 Safari/533.50.5",
"session_id": "bd1d3fcd-848e-4fd2-a4ee-e39f8b41a3a2",
"risk_score": 56.91,
"confidence": 0.17
} | 71.238.169.159 | null | null | null | null | No additional info | Auth locked for tristanjimenez via MFA from 71.238.169.159 No additional info | locked | null | null | tristanjimenez | null | null | null | null | null | null | null | null | null | null | MFA | b2:25:30:84:9f:ed | null | null | null | null | null |
4d6f3437-421f-482f-94a6-98b8f7b219bc | 2025-01-22T06:13:48 | firewall | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|medium| desc=Firewall deny RDP traffic from 42.250.109.146:59 to 10.232.233.49:184 Associated Threat Actor: Wizard Spider | {
"geo_location": "Cuba",
"device_hash": "a75e260561f35fc8387cc904d0fca4d225d7ad2f6595e31f30a327da9add4e9d",
"user_agent": "Mozilla/5.0 (Windows 95) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/47.0.868.0 Safari/536.0",
"session_id": "57a62e62-0de1-4294-8668-fcbc54b15a31",
"risk_score": 48.93,
"confidence": 0.84
} | 42.250.109.146 | 10.232.233.49 | null | null | null | Associated Threat Actor: Wizard Spider | Firewall deny RDP traffic from 42.250.109.146:59 to 10.232.233.49:184 Associated Threat Actor: Wizard Spider | deny | 282,693 | RDP | null | null | null | null | null | null | null | null | 59 | 184 | 2,376 | null | null | null | null | null | null | null |
209b4df0-e438-4979-8d5e-94394e18910a | 2025-03-16T07:03:06 | auth | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|info| desc=Auth challenge for cscott via passwordless from 11.30.253.181 MITRE Technique: T1134.001 | {
"geo_location": "South Africa",
"device_hash": "ba80d1b78525bc631f85576d649b1fbb48e73c1b017713a923c6ccb51f193546",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_2) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/51.0.816.0 Safari/532.0",
"session_id": "3bd9a830-8b10-4ceb-985a-70af34906e12",
"risk_score": 29.3,
"confidence": 0.56
} | 11.30.253.181 | null | null | null | null | MITRE Technique: T1134.001 | Auth challenge for cscott via passwordless from 11.30.253.181 MITRE Technique: T1134.001 | challenge | null | null | cscott | null | null | null | null | null | null | null | null | null | null | passwordless | 1e:11:88:55:1e:e0 | null | null | null | null | null |
1838ee8b-7fc5-4b69-86ec-38fafe27f383 | 2025-02-04T18:26:57 | ids_alert | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|medium| desc=OSSEC Alert: DDoS detected from 10.193.84.242 targeting 219.20.49.47 No additional info | {
"geo_location": "North Macedonia",
"device_hash": "39862c935113bac3cadda5895e906102283c7d3b470ea62eaccc4fecebe6f5e1",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_5) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/49.0.858.0 Safari/536.2",
"session_id": "34c4975e-008f-49b9-b9e6-af5f6dece41d",
"risk_score": 36.87,
"confidence": 0.46
} | 10.193.84.242 | 219.20.49.47 | DDoS | SIG-2609 | Evasion | No additional info | OSSEC Alert: DDoS detected from 10.193.84.242 targeting 219.20.49.47 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3d0bbb76-d4f2-4c92-91ea-88392f0528df | 2025-03-17T02:03:14 | iot | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|info| desc=IoT device Medical command_injection No additional info | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "f58b92b968739ee9309ba405da6337ee",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_4) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/39.0.868.0 Safari/535.2",
"session_id": "ec354e64-62a2-442e-b946-4df759806207",
"risk_score": 73.95,
"confidence": 0.2
} | 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-a78cc77e | 5.3 | null | null | null | null | null | null | null | null | null | null |
7d7fb014-a740-490a-b357-529246950359 | 2025-05-05T21:54:45 | ai | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|critical| desc=AI system membership_inference by santiagoamanda No additional info | {
"geo_location": "Denmark",
"device_hash": "c4138dba5d0679637653b331fed28342",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_2_1 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) FxiOS/17.5l9333.0 Mobile/58K361 Safari/536.2",
"session_id": "2a84dbb7-e75c-4416-9c85-7eef6d0f323b",
"risk_score": 83.62,
"confidence": 0.78
} | null | null | null | null | null | No additional info | AI system membership_inference by santiagoamanda No additional info | membership_inference | null | null | santiagoamanda | null | null | null | null | null | null | null | null | null | null | null | null | model-af256f9d | 38e18796796666aa9c054a0db17c546d37ef96e9fedcfffc3e9157322ad0471a | 82bdcd4de26c1a2479eb95dc0d02312ed196e5611dfe23df3cc1e65fcba858e1 | null | null |
f0b78784-7fb0-4cc3-8480-81ccbda37ea4 | 2025-06-16T07:49:11 | ai | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by weeksstephen MITRE Technique: T1543.003 | {
"geo_location": "Azerbaijan",
"device_hash": "3f9303e8b64e9c956da4f5e99ea384c6c54c52d0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.2; Trident/4.0)",
"session_id": "e97446b6-458d-4e61-88df-fda00b7cc761",
"risk_score": 53.9,
"confidence": 0.01
} | null | null | null | null | null | MITRE Technique: T1543.003 | AI system model_inversion by weeksstephen MITRE Technique: T1543.003 | model_inversion | null | null | weeksstephen | null | null | null | null | null | null | null | null | null | null | null | null | model-06684c33 | f7eeacc3298de9312306577a735a0a1f7efcb77f | df056d181cef4876df13ffe392f87a48e393491cefa5fa8c144b674eb3041731 | null | null |
bf381a75-b9d8-4aee-98f8-c4b02bc0fcab | 2025-07-01T16:55:53 | network | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|info| desc=Network data_exfiltration from 9.77.252.229 to 122.100.59.140 MITRE Technique: T1543.003 | {
"geo_location": "Eritrea",
"device_hash": "1aa3856a857557fb013b3a3cf69fd32a",
"user_agent": "Opera/9.58.(Windows NT 6.2; wal-ET) Presto/2.9.185 Version/12.00",
"session_id": "2281d148-2050-46a9-bd3a-c8542697a24a",
"risk_score": 65.74,
"confidence": 0.38
} | 9.77.252.229 | 122.100.59.140 | null | null | null | MITRE Technique: T1543.003 | Network data_exfiltration from 9.77.252.229 to 122.100.59.140 MITRE Technique: T1543.003 | data_exfiltration | 435,924 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
897d9e9b-8ec8-488f-aef9-12d8b7b795cc | 2025-07-02T21:15:03 | ids_alert | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|critical| desc=Microsoft Sentinel Alert: Brute Force detected from 160.5.111.194 targeting 119.151.8.236 MITRE Technique: T1078.004 | {
"geo_location": "North Macedonia",
"device_hash": "259d77d8161254d5156d755444060aca59c0da70ff2d6ab1b500b087eb8fb06c",
"user_agent": "Opera/8.13.(Windows NT 6.1; tcy-IN) Presto/2.9.177 Version/11.00",
"session_id": "8e7d3faf-ba96-4d2c-982f-4b2376c22b1e",
"risk_score": 30.07,
"confidence": 0.48
} | 160.5.111.194 | 119.151.8.236 | Brute Force | SIG-3414 | Policy | MITRE Technique: T1078.004 | Microsoft Sentinel Alert: Brute Force detected from 160.5.111.194 targeting 119.151.8.236 MITRE Technique: T1078.004 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f638503b-4831-4de0-9089-394910789f82 | 2025-06-28T13:06:04 | firewall | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow DNS traffic from 95.169.249.71:1004 to 10.126.131.131:6701 Associated Threat Actor: TA505 | {
"geo_location": "Zambia",
"device_hash": "049a1699dd286ae11193d9d83b3431e5",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_0) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/18.0.892.0 Safari/532.0",
"session_id": "3ce8bb91-6394-4071-8899-e54eb2c0a024",
"risk_score": 36.35,
"confidence": 0.25
} | 95.169.249.71 | 10.126.131.131 | null | null | null | Associated Threat Actor: TA505 | Firewall allow DNS traffic from 95.169.249.71:1004 to 10.126.131.131:6701 Associated Threat Actor: TA505 | allow | 938,000 | DNS | null | null | null | null | null | null | null | null | 1,004 | 6,701 | 37 | null | null | null | null | null | null | null |
9d825f1b-af02-422c-9f75-058618fc5bc0 | 2025-01-19T07:52:31 | firewall | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|info| desc=Firewall drop NTP traffic from 86.192.215.65:668 to 52.25.52.129:983 Associated Threat Actor: Cobalt Group | {
"geo_location": "Iceland",
"device_hash": "9a39f1292220f3165c4b662336ffa1132914d89c1b1eb5c32f6f548d667fa427",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_2) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/22.0.866.0 Safari/531.0",
"session_id": "ae3c4d40-db8d-4169-b3a9-8aa8d8fb49cd",
"risk_score": 72.8,
"confidence": 0.06
} | 86.192.215.65 | 52.25.52.129 | null | null | null | Associated Threat Actor: Cobalt Group | Firewall drop NTP traffic from 86.192.215.65:668 to 52.25.52.129:983 Associated Threat Actor: Cobalt Group | drop | 498,090 | NTP | null | null | null | null | null | null | null | null | 668 | 983 | 2,761 | null | null | null | null | null | null | null |
a75989e4-88a1-438f-966b-6168d7cdbb8c | 2025-04-30T22:20:19 | iot | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|high| desc=IoT device Medical command_injection MITRE Technique: T1078.004 | {
"geo_location": "Benin",
"device_hash": "e3075b42dd6f4ef3a088408164c02d0d",
"user_agent": "Opera/8.44.(X11; Linux i686; the-NP) Presto/2.9.172 Version/10.00",
"session_id": "c8a2ffad-cd45-42a7-93ff-aa62fcc47425",
"risk_score": 41.44,
"confidence": 0.56
} | null | null | null | null | null | MITRE Technique: T1078.004 | IoT device Medical command_injection MITRE Technique: T1078.004 | command_injection | null | null | null | null | null | null | null | Medical | iot-aa91d91b | 9.4 | null | null | null | null | null | null | null | null | null | null |
54570baf-3d40-47fa-8d65-cd9ed958ebe1 | 2025-01-14T20:22:53 | firewall | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow ICMP traffic from 26.44.177.85:974 to 75.166.170.16:13 No additional info | {
"geo_location": "France",
"device_hash": "745eeea9c065f9d31d31be67cf72ee6f94f2bd64",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/532.20.1 (KHTML, like Gecko) Version/5.1 Safari/532.20.1",
"session_id": "37269720-b9a8-44cb-ab49-bf9c8fc5e1cc",
"risk_score": 33.56,
"confidence": 0.08
} | 26.44.177.85 | 75.166.170.16 | null | null | null | No additional info | Firewall allow ICMP traffic from 26.44.177.85:974 to 75.166.170.16:13 No additional info | allow | 208,001 | ICMP | null | null | null | null | null | null | null | null | 974 | 13 | 3,433 | null | null | null | null | null | null | null |
de1db1eb-b1e7-4335-a110-ac976dc76dbf | 2025-07-06T06:46:26 | firewall | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|info| desc=Firewall deny TCP traffic from 84.75.25.194:62417 to 191.186.150.179:667 MITRE Technique: T1078.004 noise=TGl2ZS4= | {
"geo_location": "Guinea-Bissau",
"device_hash": "b759a8d5ce63e52c4e1fa17fc82b6a0d87ab6b5d790b371aef857f73803f590a",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_6; rv:1.9.4.20) Gecko/6118-03-02 03:02:23 Firefox/3.6.7",
"session_id": "6d7e2519-cce3-4c2e-801c-594cbff2df2d",
"risk_score": 47.25,
"confidence": 0.27
} | 84.75.25.194 | 191.186.150.179 | null | null | null | MITRE Technique: T1078.004 | Firewall deny TCP traffic from 84.75.25.194:62417 to 191.186.150.179:667 MITRE Technique: T1078.004 | deny | 992,489 | TCP | null | null | null | null | null | null | null | null | 62,417 | 667 | 1,861 | null | null | null | null | null | null | null |
ea59e17a-e684-4879-8eef-d125410b7e12 | 2025-03-29T13:59:27 | auth | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|high| desc=Auth challenge for russelljulie via passwordless from 50.108.88.177 MITRE Technique: T1078.004 | {
"geo_location": "Albania",
"device_hash": "0b346599f192afa9a93a69c922419cd980a21c7c511132d60a2922370dc9d897",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 9_3_6 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) FxiOS/14.3q9133.0 Mobile/42T994 Safari/531.0",
"session_id": "51482173-b2cb-459a-bc79-61e98ee78bb9",
"risk_score": 68.46,
"confidence": 0.97
} | 50.108.88.177 | null | null | null | null | MITRE Technique: T1078.004 | Auth challenge for russelljulie via passwordless from 50.108.88.177 MITRE Technique: T1078.004 | challenge | null | null | russelljulie | null | null | null | null | null | null | null | null | null | null | passwordless | c5:a1:73:cb:85:9f | null | null | null | null | null |
fc8980ca-6ef2-492b-853d-ee30cfce1486 | 2025-03-12T15:36:53 | cloud | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|low| desc=Cloud shadow_it in OCI by carlos48 No additional info | {
"geo_location": "Kyrgyz Republic",
"device_hash": "1d165e53428e90a9b382091afc8424f3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 11.0; Trident/4.1)",
"session_id": "21cc78a6-9934-4f15-b305-44029c6357e9",
"risk_score": 53.66,
"confidence": 0.72
} | null | null | null | null | null | No additional info | Cloud shadow_it in OCI by carlos48 No additional info | shadow_it | null | null | carlos48 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-1dc80bf4 |
671daee1-b756-47fe-84dd-945b48abc0fa | 2025-02-16T05:42:23 | ai | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|high| desc=AI system fine_tuning by frank56 Unconventional IOC: UEFI variable tampering | {
"geo_location": "Cambodia",
"device_hash": "6f8e6ab308daae849554bd29f57811d9747405da",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/6817-08-12 05:35:09 Firefox/3.6.1",
"session_id": "a7435c73-3f8b-4df5-9b9b-87423cdb15d7",
"risk_score": 54.14,
"confidence": 0.1
} | null | null | null | null | null | Unconventional IOC: UEFI variable tampering | AI system fine_tuning by frank56 Unconventional IOC: UEFI variable tampering | fine_tuning | null | null | frank56 | null | null | null | null | null | null | null | null | null | null | null | null | model-db9e35bb | f9953e4bd82348716bc7a5f9309d18e89aba0f1b2c692ec5b831851b5a8d24ff | e9c3262ab404f6c82de1605c3010fdb418c5a4ea | null | null |
2f97fb79-49fd-45ab-9c8c-5a3ff92ba145 | 2025-02-06T02:47:28 | endpoint | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|info| desc=Endpoint driver_load /look/environment.ppt by kdixon No additional info | {
"geo_location": "Andorra",
"device_hash": "ce4e57d7c53bec73992480f143726b9d5540957d0e616913675132ddd0eb0641",
"user_agent": "Opera/9.69.(Windows NT 6.2; fa-IR) Presto/2.9.178 Version/12.00",
"session_id": "e423d927-b890-4567-9b38-0956169755ea",
"risk_score": 46.57,
"confidence": 0.86
} | null | null | null | null | null | No additional info | Endpoint driver_load /look/environment.ppt by kdixon No additional info | driver_load | null | null | kdixon | /look/environment.ppt | 359 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a4223d8a-5ae8-4c23-a35d-dbebd9c02334 | 2025-03-03T02:54:35 | network | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|high| desc=Network connection from 139.137.119.231 to 197.228.220.154 MITRE Technique: T1078.004 | {
"geo_location": "India",
"device_hash": "0a1c106125886b152e27e22a76cb426a",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_3 rv:2.0; ti-ET) AppleWebKit/533.23.5 (KHTML, like Gecko) Version/5.0 Safari/533.23.5",
"session_id": "5fec0a05-04cc-4b51-8146-6f39634706a1",
"risk_score": 62.46,
"confidence": 0.95
} | 139.137.119.231 | 197.228.220.154 | null | null | null | MITRE Technique: T1078.004 | Network connection from 139.137.119.231 to 197.228.220.154 MITRE Technique: T1078.004 | connection | 230,339 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
87283056-ab20-42c1-8319-013d1b974ef6 | 2025-02-01T08:52:29 | iot | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat sensor_spoofing MITRE Technique: T1078.004 | Associated Threat Actor: Kimsuky | {
"geo_location": "Guadeloupe",
"device_hash": "d6e0dac74bed19811db2e9e35ea622fa79dd82d2",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_3; rv:1.9.4.20) Gecko/4333-09-25 14:25:42 Firefox/3.6.7",
"session_id": "171b8200-d7b7-451b-a4e5-318335bc9053",
"risk_score": 19.78,
"confidence": 0.58
} | null | null | null | null | null | MITRE Technique: T1078.004 | Associated Threat Actor: Kimsuky | IoT device Thermostat sensor_spoofing MITRE Technique: T1078.004 | Associated Threat Actor: Kimsuky | sensor_spoofing | null | null | null | null | null | null | null | Thermostat | iot-852a622b | 9.1 | null | null | null | null | null | null | null | null | null | null |
f0b90620-ae53-40fa-8de5-9130cc58651c | 2025-06-30T19:22:49 | iot | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC protocol_violation Unconventional IOC: GPU memory artifacts | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "86f07ec2ca343fa42a19f3fc77daf6784cbbc794cce155b01e71654bcc8ea386",
"user_agent": "Opera/9.47.(X11; Linux i686; tig-ER) Presto/2.9.186 Version/11.00",
"session_id": "8d3a4bcf-be59-4370-99fb-45a6df71b239",
"risk_score": 50.45,
"confidence": 0.15
} | null | null | null | null | null | Unconventional IOC: GPU memory artifacts | IoT device HVAC protocol_violation Unconventional IOC: GPU memory artifacts | protocol_violation | null | null | null | null | null | null | null | HVAC | iot-65d66f1f | 9.5 | null | null | null | null | null | null | null | null | null | null |
378de15a-81dc-4cc2-9471-1d071b968d39 | 2025-04-05T02:41:00 | endpoint | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|critical| desc=Endpoint memory_injection /game/fish.odp by rangeldustin Unconventional IOC: Thermal sensor anomalies | Living-off-the-land technique detected | {
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "06f6e53bb3f2f5ed1191b37b6d2d8d0dc99dd11f66eff1c7cfde80307dae660f",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; he-IL) AppleWebKit/531.23.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B117 Safari/6531.23.5",
"session_id": "dc1b7609-0c77-4934-8919-d52ee2caa6eb",
"risk_score": 36.11,
"confidence": 0.49
} | null | null | null | null | null | Unconventional IOC: Thermal sensor anomalies | Living-off-the-land technique detected | Endpoint memory_injection /game/fish.odp by rangeldustin Unconventional IOC: Thermal sensor anomalies | Living-off-the-land technique detected | memory_injection | null | null | rangeldustin | /game/fish.odp | 4,411 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
57019b7d-0709-4c96-8af9-6f3c706b523b | 2025-05-26T23:08:32 | ids_alert | Elastic SIEM v8.9.0 | emergency | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|emergency| desc=Elastic SIEM Alert: Credential Stuffing detected from 69.20.58.152 targeting 74.231.188.64 No additional info | {
"geo_location": "Pakistan",
"device_hash": "7a8a80af406bb2489fc801b01a94bf2fe839d28ef8e68e15b40f2a6fe57671ea",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_3; rv:1.9.2.20) Gecko/8191-08-12 14:23:39 Firefox/9.0",
"session_id": "5cd8124e-b5e7-4b86-8d8e-ddfe59de4e54",
"risk_score": 65.91,
"confidence": 0.7
} | 69.20.58.152 | 74.231.188.64 | Credential Stuffing | SIG-4799 | Malware | No additional info | Elastic SIEM Alert: Credential Stuffing detected from 69.20.58.152 targeting 74.231.188.64 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1ec40e7c-7d8a-446b-870b-73d2a701c5b3 | 2025-03-07T01:47:55 | iot | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC unusual_activity MITRE Technique: T1574.002 noise=8A10FBD1 | {
"geo_location": "Uzbekistan",
"device_hash": "a49edf9a3a22532c8bb3efaa197aedeb6e7eeb8e95c8bc71ff619b6848b6dbbe",
"user_agent": "Mozilla/5.0 (Android 5.1.1; Mobile; rv:45.0) Gecko/45.0 Firefox/45.0",
"session_id": "ca518ba1-b550-4eac-b774-550ada183705",
"risk_score": 49.41,
"confidence": 0.13
} | null | null | null | null | null | MITRE Technique: T1574.002 | IoT device HVAC unusual_activity MITRE Technique: T1574.002 | unusual_activity | null | null | null | null | null | null | null | HVAC | iot-01239845 | 10.8 | null | null | null | null | null | null | null | null | null | null |
96c4e6f5-b62b-4b9d-8156-bd7a1f821700 | 2025-01-25T22:16:40 | iot | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat battery_drain MITRE Technique: T1486 | {
"geo_location": "Norfolk Island",
"device_hash": "4d6b7c6eace12505626fa461896925c0efac6929",
"user_agent": "Opera/9.67.(Windows NT 5.0; nso-ZA) Presto/2.9.160 Version/11.00",
"session_id": "ad199500-73e0-45af-b9fc-5814714975a9",
"risk_score": 49.89,
"confidence": 0.66
} | null | null | null | null | null | MITRE Technique: T1486 | IoT device Thermostat battery_drain MITRE Technique: T1486 | battery_drain | null | null | null | null | null | null | null | Thermostat | iot-674d1394 | 6.9 | null | null | null | null | null | null | null | null | null | null |
9072d023-d7d5-46d9-9b57-260a7248244c | 2025-01-24T08:22:42 | iot | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|low| desc=IoT device Medical command_injection Associated Threat Actor: Mustang Panda | Unconventional IOC: ACPI table modifications | {
"geo_location": "Congo",
"device_hash": "30cf9d27a90a647a6398b57ea55c9baa4193e212",
"user_agent": "Opera/8.44.(Windows NT 5.1; ro-RO) Presto/2.9.183 Version/12.00",
"session_id": "8782e485-f94c-4987-87c1-f0e3a86d97eb",
"risk_score": 75.32,
"confidence": 0.27
} | null | null | null | null | null | Associated Threat Actor: Mustang Panda | Unconventional IOC: ACPI table modifications | IoT device Medical command_injection Associated Threat Actor: Mustang Panda | Unconventional IOC: ACPI table modifications | command_injection | null | null | null | null | null | null | null | Medical | iot-ab5b5c25 | 2.2 | null | null | null | null | null | null | null | null | null | null |
e2eac960-cf34-4b9a-a7c2-4ee29f4cfe87 | 2025-03-26T03:32:27 | ai | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|info| desc=AI system model_access by mercadodebra No additional info | {
"geo_location": "Isle of Man",
"device_hash": "78d83c5e967559b935edaaed600c9bdf6001a9d0",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/42.0.866.0 Safari/532.2",
"session_id": "26c43e38-a991-4a76-8850-4b34c773db55",
"risk_score": 42.07,
"confidence": 0.55
} | null | null | null | null | null | No additional info | AI system model_access by mercadodebra No additional info | model_access | null | null | mercadodebra | null | null | null | null | null | null | null | null | null | null | null | null | model-1879ce45 | c925ae99664028d916aa98e87d334dff | b367495f77b9942d28d3a021058245e2c330cb9c | null | null |
434840d1-6f13-47d0-9acc-92924d4c22fe | 2025-06-01T22:03:56 | cloud | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in Alibaba by dcraig No additional info noise=C79FA2E5 | {
"geo_location": "United Arab Emirates",
"device_hash": "a623db3aa780d1825e53c5aec67b5f2ab351d63e8f89b0d03031284a5e2c66c5",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_3 rv:2.0; gd-GB) AppleWebKit/532.7.7 (KHTML, like Gecko) Version/4.0.3 Safari/532.7.7",
"session_id": "214d9f61-6dee-4732-a887-bb9bd8dbd989",
"risk_score": 42.32,
"confidence": 0.27
} | null | null | null | null | null | No additional info | Cloud api_abuse in Alibaba by dcraig No additional info | api_abuse | null | null | dcraig | null | null | null | {
"baseline_deviation": 2.27,
"entropy": 6.93,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-c177d011 |
960f823e-a0b0-4176-85d2-7adcb165a3a9 | 2025-03-19T19:49:39 | network | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 60.121.140.48 to 172.26.98.174 No additional info noise=4C566AAC | {
"geo_location": "Guinea-Bissau",
"device_hash": "ed974d1f7c053546cc35c2b8cb453ceaf76b6928",
"user_agent": "Mozilla/5.0 (Android 4.4.2; Mobile; rv:23.0) Gecko/23.0 Firefox/23.0",
"session_id": "51decd4d-bdf7-48fb-a325-8806f8b44b51",
"risk_score": 58.04,
"confidence": 0.28
} | 60.121.140.48 | 172.26.98.174 | null | null | null | No additional info | Network bandwidth_usage from 60.121.140.48 to 172.26.98.174 No additional info | bandwidth_usage | 356,339 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4ead461e-90bf-40c5-9f48-bf19b6027f9d | 2025-02-16T17:04:20 | ids_alert | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|critical| desc=Tanium Alert: Port Scan detected from 164.185.144.184 targeting 48.118.63.144 Associated Threat Actor: BlueNoroff | Unconventional IOC: ACPI table modifications | {
"geo_location": "Rwanda",
"device_hash": "564673832a7dcefce13b26f0e903c74ee4341c2e",
"user_agent": "Mozilla/5.0 (Windows NT 5.1; ig-NG; rv:1.9.0.20) Gecko/2969-08-25 13:25:30 Firefox/3.8",
"session_id": "5a5681f0-17c4-4a62-a106-c09ad1e95653",
"risk_score": 36.97,
"confidence": 0.56
} | 164.185.144.184 | 48.118.63.144 | Port Scan | SIG-1961 | Policy | Associated Threat Actor: BlueNoroff | Unconventional IOC: ACPI table modifications | Tanium Alert: Port Scan detected from 164.185.144.184 targeting 48.118.63.144 Associated Threat Actor: BlueNoroff | Unconventional IOC: ACPI table modifications | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bc857c2e-df5f-40b8-a994-cb0bdcd01c51 | 2025-04-26T21:08:16 | ai | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by carneyrichard No additional info noise=tags/app | {
"geo_location": "Burkina Faso",
"device_hash": "09c38f2bcf50d1238d560522ed6083a7119b1a60",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_4_8 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) FxiOS/13.0g7383.0 Mobile/76V625 Safari/532.2",
"session_id": "b6e73201-723e-4b82-b5b7-bf79cd7dd897",
"risk_score": 67.32,
"confidence": 0.57
} | null | null | null | null | null | No additional info | AI system membership_inference by carneyrichard No additional info | membership_inference | null | null | carneyrichard | null | null | null | null | null | null | null | null | null | null | null | null | model-eb99f82c | 1b4e78277e18dd1f214b9e772e33237124bbce16 | b74a58d659f63c02a6a1e3f3cf724fe7 | null | null |
123e3beb-6283-437e-96a9-05f61073de87 | 2026-12-16T18:56:10 | cloud | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|low| desc=Cloud permission_escalation in Alibaba by alexandrahoward Associated Threat Actor: Sandworm Team | {
"geo_location": "Iraq",
"device_hash": "73d666dba2fca53d36afe64b82269808a28157eef20691b522fe494b7c6a9311",
"user_agent": "Mozilla/5.0 (Android 4.2.2; Mobile; rv:64.0) Gecko/64.0 Firefox/64.0",
"session_id": "43b5b563-1e2a-406c-8022-5c43750e5ef5",
"risk_score": 59.55,
"confidence": 0.98
} | null | null | null | null | null | Associated Threat Actor: Sandworm Team | Cloud permission_escalation in Alibaba by alexandrahoward Associated Threat Actor: Sandworm Team | permission_escalation | null | null | alexandrahoward | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-6c0877cc |
ffcd0e87-8e78-4dc9-bfc5-aef6beaa8ac5 | 2025-04-01T03:13:01 | ids_alert | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|medium| desc=Palo Alto Cortex Alert: Port Scan detected from 128.128.51.115 targeting 94.133.125.97 Associated Threat Actor: APT29 | Unconventional IOC: Thermal sensor anomalies | Zero-day exploit pattern detected | {
"geo_location": "Andorra",
"device_hash": "e16b45d41c007c6a2ee4fd73c2e4ff22ed1dcee5",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_2 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/17.8k6982.0 Mobile/35M268 Safari/532.0",
"session_id": "34f96be5-0aac-438c-8d9b-11be8d9dd39d",
"risk_score": 62.31,
"confidence": 0.11
} | 128.128.51.115 | 94.133.125.97 | Port Scan | SIG-8205 | Recon | Associated Threat Actor: APT29 | Unconventional IOC: Thermal sensor anomalies | Zero-day exploit pattern detected | Palo Alto Cortex Alert: Port Scan detected from 128.128.51.115 targeting 94.133.125.97 Associated Threat Actor: APT29 | Unconventional IOC: Thermal sensor anomalies | Zero-day exploit pattern detected | null | null | null | null | null | null | null | {
"baseline_deviation": 0.87,
"entropy": 4.59,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
79397740-5330-4733-ab6c-deb2e805567b | 2025-04-20T23:41:45 | ids_alert | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|high| desc=Suricata Alert: Zero-Day Exploit detected from 164.245.242.206 targeting 18.116.254.96 No additional info | {
"geo_location": "Chile",
"device_hash": "6fc472858d7dc267a837e22df20cb34d85781e0008d9030b75405025990756c9",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_4_8 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) FxiOS/16.1q5141.0 Mobile/05I045 Safari/536.2",
"session_id": "8353e627-88d8-4a9a-8f6a-a1adaf57510c",
"risk_score": 100,
"confidence": 0.98
} | 164.245.242.206 | 18.116.254.96 | Zero-Day Exploit | SIG-6977 | Policy | No additional info | Suricata Alert: Zero-Day Exploit detected from 164.245.242.206 targeting 18.116.254.96 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
47d1c579-4e6b-43d1-a837-2a35f9e9e8f0 | 2025-03-19T01:28:24 | endpoint | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection hot by sharon28 No additional info | {
"geo_location": "Oman",
"device_hash": "6923b492dba469be5538016dfedf35d62f371007",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_1_2 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) FxiOS/15.6q1002.0 Mobile/50J726 Safari/531.2",
"session_id": "0cc90f18-1385-42b6-a48d-6ab3b9a9d1b6",
"risk_score": 36.05,
"confidence": 0.09
} | null | null | null | null | null | No additional info | Endpoint memory_injection hot by sharon28 No additional info | memory_injection | null | null | sharon28 | hot | 8,195 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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