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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
96cd574a-5717-464a-97c7-3ceff379da0b | 2025-06-04T22:43:06 | iot | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC unusual_activity No additional info noise=tags/app/main | {
"geo_location": "Eritrea",
"device_hash": "7e8f66912d2b4916b8f9fc2c221b8d9d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.0; Trident/5.0)",
"session_id": "ef7bb0fe-5cc2-4cb3-80b6-8239f5c1a9fd",
"risk_score": 27.46,
"confidence": 0.87
} | null | null | null | null | null | No additional info | IoT device HVAC unusual_activity No additional info | unusual_activity | null | null | null | null | null | null | null | HVAC | iot-81c68727 | 2.0 | null | null | null | null | null | null | null | null | null | null |
2e040aaf-d6e7-4685-a47a-501a772c15d7 | 2025-04-22T00:20:24 | cloud | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in Azure by andersonfrancisco No additional info noise=A4F8442A | {
"geo_location": "Botswana",
"device_hash": "ec2e1fb68be869a2c717c9d78710b28a032330eb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/4.0)",
"session_id": "eb9800ae-9d52-47d2-8b11-1ebbf5766070",
"risk_score": 55.4,
"confidence": 0.01
} | null | null | null | null | null | No additional info | Cloud api_abuse in Azure by andersonfrancisco No additional info | api_abuse | null | null | andersonfrancisco | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-26232a3c |
f5bc9e96-45c8-49ed-ba38-0544c447c7b0 | 2025-06-03T05:55:46 | endpoint | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task /inside/card.wav by pnichols No additional info | {
"geo_location": "Cote d'Ivoire",
"device_hash": "535405b7989b690fd53c24849893496328545a19",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/535.25.5 (KHTML, like Gecko) Version/5.0.4 Safari/535.25.5",
"session_id": "3efe6fd9-964a-4da0-bd0a-bb26249caed4",
"risk_score": 51.39,
"confidence": 0.01
} | null | null | null | null | null | No additional info | Endpoint scheduled_task /inside/card.wav by pnichols No additional info | scheduled_task | null | null | pnichols | /inside/card.wav | 4,231 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9369cd72-e64c-453f-b29e-8831d443fa17 | 2025-04-08T12:04:22 | network | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|low| desc=Network beaconing from 173.21.46.191 to 70.158.125.115 MITRE Technique: T1486 noise=UHVycG9zZS4= | {
"geo_location": "Gambia",
"device_hash": "08e451aaf427e22ba14c3160af2a8bf6f705a7eda33deb1a02098057b1ab0979",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_7; rv:1.9.4.20) Gecko/8338-01-24 20:41:33 Firefox/3.8",
"session_id": "b4439358-eaf3-46e5-82a5-127b90b840f4",
"risk_score": 57.58,
"confidence": 0.66
} | 173.21.46.191 | 70.158.125.115 | null | null | null | MITRE Technique: T1486 | Network beaconing from 173.21.46.191 to 70.158.125.115 MITRE Technique: T1486 | beaconing | 606,699 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fcaf9821-91ee-4a06-b5c1-cd6fc2bc9d2f | 2025-02-02T20:55:28 | endpoint | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec subject by bailey19 Associated Threat Actor: APT29 | {
"geo_location": "Honduras",
"device_hash": "a4bdefbffab22bc1d23e5f9b3d1fb675833c4d2d8b42f9215da7fa25b2773c21",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.0; Trident/4.0)",
"session_id": "bcd92cf0-dc01-4cb9-8efc-4f1305eb4d8d",
"risk_score": 62.51,
"confidence": 0.15
} | null | null | null | null | null | Associated Threat Actor: APT29 | Endpoint wmi_exec subject by bailey19 Associated Threat Actor: APT29 | wmi_exec | null | null | bailey19 | subject | 7,182 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
199a730d-03ac-4176-a267-0c285c2323f1 | 2025-05-28T21:57:00 | iot | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC firmware_update No additional info noise=5DF36EB7 | {
"geo_location": "Uganda",
"device_hash": "5e2729b1664f9a050d8e59be26a1e8261921bdcc",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_1 rv:3.0; ha-NG) AppleWebKit/533.2.2 (KHTML, like Gecko) Version/4.1 Safari/533.2.2",
"session_id": "133904d2-a738-4375-b681-7954cf3ac581",
"risk_score": 75.17,
"confidence": 0.14
} | 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-9194eea6 | 9.9 | null | null | null | null | null | null | null | null | null | null |
98d99baa-20df-4c80-8c02-3a1401480073 | 2025-02-21T13:06:15 | firewall | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop HTTPS traffic from 131.7.72.184:922 to 211.251.11.82:181 MITRE Technique: T1486 noise=culture|break|once | {
"geo_location": "Yemen",
"device_hash": "6c6b06b02b77425a338935e0e035ba5feeef1a125645322d297a8d24e4e05115",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 6_1_6 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) CriOS/23.0.805.0 Mobile/68V940 Safari/534.2",
"session_id": "9eb9b4e4-f69f-4173-a8c9-94bcf74e593f",
"risk_score": 76.73,
"confidence": 0.45
} | 131.7.72.184 | 211.251.11.82 | null | null | null | MITRE Technique: T1486 | Firewall drop HTTPS traffic from 131.7.72.184:922 to 211.251.11.82:181 MITRE Technique: T1486 | drop | 185,761 | HTTPS | null | null | null | null | null | null | null | null | 922 | 181 | 223 | null | null | null | null | null | null | null |
9d0d7719-b06d-4cff-9370-935007153d57 | 2025-04-22T05:51:56 | cloud | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|high| desc=Cloud container_escape in OCI by igarrison No additional info noise=search/categories/categories | {
"geo_location": "United Arab Emirates",
"device_hash": "5c160f77d227027f081fda7feb4297cc5ac56e048381d65b3f243070c1e6ce8c",
"user_agent": "Opera/8.27.(Windows NT 11.0; sl-SI) Presto/2.9.189 Version/11.00",
"session_id": "62ad3cd3-7479-4a0b-91f3-f3f47161073f",
"risk_score": 48.05,
"confidence": 0.21
} | null | null | null | null | null | No additional info | Cloud container_escape in OCI by igarrison No additional info | container_escape | null | null | igarrison | null | null | null | {
"baseline_deviation": 2.02,
"entropy": 2.01,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | OCI | res-573781a4 |
ba7c94e4-b798-45cc-9789-2de0acd3bdf7 | 2025-06-10T21:51:14 | ids_alert | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|low| desc=Microsoft Sentinel Alert: XSS detected from 199.203.248.15 targeting 107.90.136.26 MITRE Technique: T1566.001 | {
"geo_location": "Saint Helena",
"device_hash": "e99a8f615b59833914c4981cae691338569f2e48",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_0) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/34.0.898.0 Safari/535.1",
"session_id": "459680f0-e225-4e13-ae1f-ecefa9fb0b20",
"risk_score": 34.45,
"confidence": 0.46
} | 199.203.248.15 | 107.90.136.26 | XSS | SIG-8472 | Recon | MITRE Technique: T1566.001 | Microsoft Sentinel Alert: XSS detected from 199.203.248.15 targeting 107.90.136.26 MITRE Technique: T1566.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fda131fc-edba-4a9b-bb6d-18bc7605091f | 2025-06-02T01:09:31 | network | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 18.186.222.99 to 167.203.71.226 No additional info | {
"geo_location": "Paraguay",
"device_hash": "f1396658553d97128426fd1d72290c04",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/3.0)",
"session_id": "7a433791-891f-476d-b791-57bf9954570c",
"risk_score": 63.42,
"confidence": 0.87
} | 18.186.222.99 | 167.203.71.226 | null | null | null | No additional info | Network bandwidth_usage from 18.186.222.99 to 167.203.71.226 No additional info | bandwidth_usage | 628,713 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9c3de976-0ada-4b8f-af57-15e0b965cdbe | 2025-06-08T15:25:37 | ids_alert | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|medium| desc=CrowdStrike Alert: SQL Injection detected from 213.146.121.226 targeting 123.32.8.135 MITRE Technique: T1071.001 | {
"geo_location": "Macao",
"device_hash": "891dc95924c0ebebee08e4405585808f6cdacdfb4bfe6e1bedc8525139e0f165",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/8598-08-05 09:16:49 Firefox/10.0",
"session_id": "a210f1ca-0350-40f1-b320-58ba20c82407",
"risk_score": 11.46,
"confidence": 0.71
} | 213.146.121.226 | 123.32.8.135 | SQL Injection | SIG-3214 | Policy | MITRE Technique: T1071.001 | CrowdStrike Alert: SQL Injection detected from 213.146.121.226 targeting 123.32.8.135 MITRE Technique: T1071.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
149d5e53-485a-4974-a8b5-c2a54695efa3 | 2025-03-19T09:36:16 | auth | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|low| desc=Auth timeout for whitelisa via password from 161.210.174.246 MITRE Technique: T1053.005 | {
"geo_location": "Panama",
"device_hash": "3d531a40a9701bf1f4e0f5ccacb0107f97229cc0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Trident/3.1)",
"session_id": "caa4810c-282b-4917-9596-da4cd5794c95",
"risk_score": 51.57,
"confidence": 0.72
} | 161.210.174.246 | null | null | null | null | MITRE Technique: T1053.005 | Auth timeout for whitelisa via password from 161.210.174.246 MITRE Technique: T1053.005 | timeout | null | null | whitelisa | null | null | null | null | null | null | null | null | null | null | password | 58:fd:6f:e1:48:29 | null | null | null | null | null |
519c8bcf-323c-44f6-b51f-1c73b9fa3945 | 2025-06-05T22:21:17 | firewall | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall deny HTTP traffic from 93.11.21.3:992 to 182.159.190.166:225 MITRE Technique: T1190 | {
"geo_location": "Ukraine",
"device_hash": "b99fca454dfee0eabcea410e6f75502ec29fa3d98d6e02579f488ebb516efe51",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_6 rv:4.0; ff-SN) AppleWebKit/535.30.1 (KHTML, like Gecko) Version/4.0.5 Safari/535.30.1",
"session_id": "fa7a3763-9f28-4b02-a0a9-652f8f369cc7",
"risk_score": 33.57,
"confidence": 0.71
} | 93.11.21.3 | 182.159.190.166 | null | null | null | MITRE Technique: T1190 | Firewall deny HTTP traffic from 93.11.21.3:992 to 182.159.190.166:225 MITRE Technique: T1190 | deny | 940,318 | HTTP | null | null | null | null | null | null | null | null | 992 | 225 | 2,736 | null | null | null | null | null | null | null |
4e6a5953-abc2-41ce-aa4f-2d6b5218fdec | 2025-06-22T20:33:42 | endpoint | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|info| desc=Endpoint process_stop /own/summer.mp3 by michael10 Living-off-the-land technique detected | {
"geo_location": "Macao",
"device_hash": "aec6a69a68e2e033dc3183d4d8526657399c1839f98a155f40e36bcb165f4dc0",
"user_agent": "Opera/8.19.(X11; Linux x86_64; mg-MG) Presto/2.9.174 Version/12.00",
"session_id": "ecf22b4f-c31f-4211-8186-8d463bfff9af",
"risk_score": 65.49,
"confidence": 0.71
} | null | null | null | null | null | Living-off-the-land technique detected | Endpoint process_stop /own/summer.mp3 by michael10 Living-off-the-land technique detected | process_stop | null | null | michael10 | /own/summer.mp3 | 583 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1746950e-169a-4957-b22e-c4ba97c57dec | 2025-07-01T12:11:07 | firewall | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|critical| desc=Firewall inspect DNS traffic from 148.98.81.76:771 to 149.80.114.235:769 No additional info noise=1DF4EB5D | {
"geo_location": "Uruguay",
"device_hash": "1bbef64fa89ed7ee4c7f592f8de97072421cf09d5f40118b7c4060d6a1929530",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/3.0)",
"session_id": "ffdecbc8-f147-4b06-b9e3-15cd3638de0f",
"risk_score": 76.29,
"confidence": 0.66
} | 148.98.81.76 | 149.80.114.235 | null | null | null | No additional info | Firewall inspect DNS traffic from 148.98.81.76:771 to 149.80.114.235:769 No additional info | inspect | 423,579 | DNS | null | null | null | null | null | null | null | null | 771 | 769 | 2,162 | null | null | null | null | null | null | null |
950be457-e1f0-4361-acbc-16440df4a530 | 2025-04-06T17:03:29 | network | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|medium| desc=Network protocol_anomaly from 206.128.132.184 to 130.136.16.86 MITRE Technique: T1190 | {
"geo_location": "Cambodia",
"device_hash": "86a3cd0727c489826351efc09582ea4f",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/27.0.873.0 Safari/533.0",
"session_id": "c95f8bf3-7f1d-40bd-b541-c295e34207c5",
"risk_score": 60.35,
"confidence": 0.96
} | 206.128.132.184 | 130.136.16.86 | null | null | null | MITRE Technique: T1190 | Network protocol_anomaly from 206.128.132.184 to 130.136.16.86 MITRE Technique: T1190 | protocol_anomaly | 949,248 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c9dfe668-74e9-4fc6-b7d6-3b8deed9d73b | 2025-03-18T23:05:49 | auth | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|low| desc=Auth failed for noah59 via password from 191.120.241.248 Associated Threat Actor: DarkSide | {
"geo_location": "Honduras",
"device_hash": "634a2864f3342081707eea281aacb37c940eca3d",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_2 rv:3.0; ga-IE) AppleWebKit/531.40.5 (KHTML, like Gecko) Version/5.1 Safari/531.40.5",
"session_id": "7ded3e0c-c229-4995-8384-c020292ad548",
"risk_score": 54.78,
"confidence": 0.07
} | 191.120.241.248 | null | null | null | null | Associated Threat Actor: DarkSide | Auth failed for noah59 via password from 191.120.241.248 Associated Threat Actor: DarkSide | failed | null | null | noah59 | null | null | null | null | null | null | null | null | null | null | password | 4f:c9:da:38:26:9e | null | null | null | null | null |
06726b53-fc90-4bec-a82b-7fdf2ee6a46d | 2025-07-08T11:08:51 | network | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|medium| desc=Network protocol_anomaly from 143.204.217.77 to 54.6.187.252 No additional info | {
"geo_location": "Jamaica",
"device_hash": "b58b6f8d730172efecee33d783f5ca369b56fb27",
"user_agent": "Mozilla/5.0 (Linux; Android 1.0) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/27.0.843.0 Safari/531.2",
"session_id": "d2363285-1d48-484d-94a3-2046375e898d",
"risk_score": 57.95,
"confidence": 0.48
} | 143.204.217.77 | 54.6.187.252 | null | null | null | No additional info | Network protocol_anomaly from 143.204.217.77 to 54.6.187.252 No additional info | protocol_anomaly | 106,259 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bf57e3eb-f502-4029-9fbd-1cec77260962 | 2025-06-21T22:00:40 | firewall | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only HTTPS traffic from 39.57.54.125:598 to 79.108.101.201:377 No additional info | {
"geo_location": "Congo",
"device_hash": "0ff4e27774ead8da421173041a56920c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/5.1)",
"session_id": "05606938-8169-4f77-8da8-d6dbb2eb1b14",
"risk_score": 61.94,
"confidence": 0.63
} | 39.57.54.125 | 79.108.101.201 | null | null | null | No additional info | Firewall log-only HTTPS traffic from 39.57.54.125:598 to 79.108.101.201:377 No additional info | log-only | 47,177 | HTTPS | null | null | null | null | null | null | null | null | 598 | 377 | 1,791 | null | null | null | null | null | null | null |
54b9c9aa-437a-4c86-a584-8563cb6fd408 | 2025-05-06T15:21:34 | auth | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|info| desc=Auth challenge for graymatthew via OAuth from 8.81.252.156 MITRE Technique: T1071.001 | {
"geo_location": "China",
"device_hash": "9a94e3ea5486334e21364e4596a3bab8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 10.0; Trident/3.1)",
"session_id": "a72c5c0d-7b59-44f9-a153-8a5216d8efbd",
"risk_score": 72.09,
"confidence": 0.88
} | 8.81.252.156 | null | null | null | null | MITRE Technique: T1071.001 | Auth challenge for graymatthew via OAuth from 8.81.252.156 MITRE Technique: T1071.001 | challenge | null | null | graymatthew | null | null | null | null | null | null | null | null | null | null | OAuth | 7d:6f:15:9c:26:6d | null | null | null | null | null |
ebe2c921-009a-41f8-9126-b3a52be486cb | 2025-04-20T09:18:10 | ai | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|medium| desc=AI system model_access by estewart No additional info | {
"geo_location": "Cameroon",
"device_hash": "d9f938adc49467500c0338b2da8629115975b21fff48b0fb62a900c1eaf1df15",
"user_agent": "Opera/8.39.(X11; Linux i686; af-ZA) Presto/2.9.182 Version/10.00",
"session_id": "ebc2a640-2017-465a-a04d-5c332f2233ae",
"risk_score": 50.64,
"confidence": 0.34
} | null | null | null | null | null | No additional info | AI system model_access by estewart No additional info | model_access | null | null | estewart | null | null | null | null | null | null | null | null | null | null | null | null | model-48dadf13 | 710d2ec2b9b084c5473c70983ef76a05 | e31201f3e42a925a3205216ea7ed0e2b143eab8d | null | null |
233647e8-a498-4890-9928-bd7f6fd47ebd | 2025-04-17T09:56:14 | cloud | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud config_change in Alibaba by mark24 MITRE Technique: T1204.002 | {
"geo_location": "Puerto Rico",
"device_hash": "d537613ed5eafb46e66079456caca562",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_0 rv:4.0; se-NO) AppleWebKit/532.46.2 (KHTML, like Gecko) Version/4.0 Safari/532.46.2",
"session_id": "8d70b7a1-fe2d-4c6d-b283-a8b72c9b9fb6",
"risk_score": 59.43,
"confidence": 0.21
} | null | null | null | null | null | MITRE Technique: T1204.002 | Cloud config_change in Alibaba by mark24 MITRE Technique: T1204.002 | config_change | null | null | mark24 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-888e9f7d |
44a7ffdc-0cb2-4eaa-a951-29371f196911 | 2025-05-18T22:09:17 | auth | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for lfrank via key from 173.239.31.252 No additional info | {
"geo_location": "Nauru",
"device_hash": "aa56b25cbcb265b5114bd4d8f3a7cf21c198b1c84d60168249a853c16667f851",
"user_agent": "Mozilla/5.0 (Android 4.2.1; Mobile; rv:50.0) Gecko/50.0 Firefox/50.0",
"session_id": "580cea42-7f1e-41d5-830e-75fc7e60db16",
"risk_score": 46.33,
"confidence": 0.76
} | 173.239.31.252 | null | null | null | null | No additional info | Auth bypass for lfrank via key from 173.239.31.252 No additional info | bypass | null | null | lfrank | null | null | null | null | null | null | null | null | null | null | key | 43:50:00:55:ed:a7 | null | null | null | null | null |
d8aee2dc-e77b-4a88-aba5-1dd6694d59fe | 2025-05-21T05:21:30 | ai | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|medium| desc=AI system model_access by rodgersadam No additional info | {
"geo_location": "Philippines",
"device_hash": "94de5070247c14cceb00bde3ab54523b08e836d30598b0a2e9bf0986884aa6b1",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; ckb-IQ) AppleWebKit/534.13.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6534.13.2",
"session_id": "bd2c2e57-3969-4ebd-88cf-5a685adaa3c8",
"risk_score": 55.15,
"confidence": 0.15
} | null | null | null | null | null | No additional info | AI system model_access by rodgersadam No additional info | model_access | null | null | rodgersadam | null | null | null | null | null | null | null | null | null | null | null | null | model-9025c39f | 008f421b424aef0c548ebe90f89c556dc13e36f05c79b9e5fa0f11905a5ebd2b | 4cacc2f9c8bffb820fae9d3394df9bf4 | null | null |
4141d801-3e80-4653-8751-dbfc2f2df3d3 | 2025-04-16T12:34:24 | ids_alert | QRadar v7.5.0 | emergency | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=QRadar Alert: Supply Chain Compromise detected from 10.145.233.78 targeting 53.218.25.140 No additional info | {
"geo_location": "Venezuela",
"device_hash": "6c400dc7941df325de487d08136647b8",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_2; rv:1.9.6.20) Gecko/4523-02-24 04:35:04 Firefox/14.0",
"session_id": "c5686241-3201-45a5-891d-e7c3fc00bee5",
"risk_score": 70.72,
"confidence": 0.13
} | 10.145.233.78 | 53.218.25.140 | Supply Chain Compromise | SIG-4939 | Policy | No additional info | QRadar Alert: Supply Chain Compromise detected from 10.145.233.78 targeting 53.218.25.140 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1d4c2102-00c4-4115-996a-cd4af60b0ba3 | 2025-03-11T06:50:35 | endpoint | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint scheduled_task pass by matthew70 Unconventional IOC: Thermal sensor anomalies noise=TGlrZWx5Lg== | {
"geo_location": "Peru",
"device_hash": "501894d735859d3b74acc8d62abdaf49",
"user_agent": "Opera/9.60.(Windows NT 10.0; af-ZA) Presto/2.9.178 Version/12.00",
"session_id": "d9485bbf-4c16-4c22-91db-2e565a1a781f",
"risk_score": 30.63,
"confidence": 0.45
} | null | null | null | null | null | Unconventional IOC: Thermal sensor anomalies | Endpoint scheduled_task pass by matthew70 Unconventional IOC: Thermal sensor anomalies | scheduled_task | null | null | matthew70 | pass | 4,688 | powershell.exe | {
"baseline_deviation": 0.97,
"entropy": 5.84,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
0b6c03c8-fbf9-4582-8b4c-ad89b729d67b | 2025-02-10T09:53:29 | firewall | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|medium| desc=Firewall deny ICMP traffic from 72.22.199.78:760 to 112.215.99.28:606 No additional info | {
"geo_location": "United States Virgin Islands",
"device_hash": "dc085a170e7968affcd5d3867413581e",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/535.3.1 (KHTML, like Gecko) Version/5.0.5 Safari/535.3.1",
"session_id": "14a014c7-3126-4dad-aa60-54c18193825c",
"risk_score": 72.29,
"confidence": 0.13
} | 72.22.199.78 | 112.215.99.28 | null | null | null | No additional info | Firewall deny ICMP traffic from 72.22.199.78:760 to 112.215.99.28:606 No additional info | deny | 551,281 | ICMP | null | null | null | null | null | null | null | null | 760 | 606 | 2,886 | null | null | null | null | null | null | null |
6cf481b8-73de-4d6b-a26f-66919c8a3627 | 2025-06-18T09:10:11 | ids_alert | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|high| desc=Microsoft Sentinel Alert: Fileless Attack detected from 5.165.153.117 targeting 64.96.197.245 No additional info | {
"geo_location": "Liechtenstein",
"device_hash": "f2985e85e499b6357bd282e6c3df74daa4b8b4f5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.01; Trident/5.1)",
"session_id": "d43faaa8-aedf-4fb9-854c-a2b8ca622463",
"risk_score": 36.11,
"confidence": 0.05
} | 5.165.153.117 | 64.96.197.245 | Fileless Attack | SIG-5653 | Policy | No additional info | Microsoft Sentinel Alert: Fileless Attack detected from 5.165.153.117 targeting 64.96.197.245 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d867df81-a99f-4183-ba3f-ad5f437ad23b | 2025-02-01T08:53:50 | ai | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|high| desc=AI system api_abuse by brittany02 MITRE Technique: T1110.003 noise=RHJ1Zy4= | {
"geo_location": "Kenya",
"device_hash": "a6471bdfe2275d2b5aeae9831ce7a3c3",
"user_agent": "Opera/9.25.(X11; Linux x86_64; uz-UZ) Presto/2.9.175 Version/12.00",
"session_id": "bc33dbf8-f4f4-4353-b4cc-65376cf2f6e1",
"risk_score": 42.56,
"confidence": 0.5
} | null | null | null | null | null | MITRE Technique: T1110.003 | AI system api_abuse by brittany02 MITRE Technique: T1110.003 | api_abuse | null | null | brittany02 | null | null | null | null | null | null | null | null | null | null | null | null | model-5d4fcdd4 | 3bdccf2b194586a614376b69c250bc94038347bff89e0fc77e625c6aeb22dd19 | d72af3fd439f39645faa3b808b3a4dce6bde51d9902bfc5fdf6347ba7a71c011 | null | null |
389670da-7950-4b69-8b3e-0ed9fa8dcc20 | 2025-02-17T07:24:40 | endpoint | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|high| desc=Endpoint driver_load /different/entire.tiff by lwu No additional info | {
"geo_location": "Bulgaria",
"device_hash": "06ebbfe77a3db28bb94433e65678f640",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_7) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/24.0.842.0 Safari/536.1",
"session_id": "7d280a24-f017-4f90-8641-0869c4715abc",
"risk_score": 40.52,
"confidence": 0.19
} | null | null | null | null | null | No additional info | Endpoint driver_load /different/entire.tiff by lwu No additional info | driver_load | null | null | lwu | /different/entire.tiff | 3,076 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
82c19f88-43c9-49f3-8838-fcc316de0657 | 2025-04-30T05:06:38 | firewall | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only UDP traffic from 156.74.48.183:6582 to 105.88.40.169:949 No additional info | {
"geo_location": "Maldives",
"device_hash": "cc38a8023194436076f48443d2ec064624f266fdadef20e9a6a215f7579c5f27",
"user_agent": "Mozilla/5.0 (Windows NT 5.0) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/31.0.891.0 Safari/535.1",
"session_id": "a6aa5f5c-8563-4248-8336-87520b073aad",
"risk_score": 12.58,
"confidence": 0.42
} | 156.74.48.183 | 105.88.40.169 | null | null | null | No additional info | Firewall log-only UDP traffic from 156.74.48.183:6582 to 105.88.40.169:949 No additional info | log-only | 947,312 | UDP | null | null | null | null | null | null | null | null | 6,582 | 949 | 2,443 | null | null | null | null | null | null | null |
5bd015e0-056b-4eb1-80fa-e22a66d17f2d | 2025-03-06T16:52:17 | ids_alert | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|critical| desc=Darktrace Alert: Zero-Day Exploit detected from 184.179.18.7 targeting 91.147.111.85 No additional info | {
"geo_location": "Syrian Arab Republic",
"device_hash": "bb5006e7e984df85a6c3551a74c74cc2",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 16_7_7 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/9.8k6856.0 Mobile/34H564 Safari/535.0",
"session_id": "4c2e527d-f9ae-4f4f-ae8f-058c7c92f92a",
"risk_score": 61.03,
"confidence": 0.77
} | 184.179.18.7 | 91.147.111.85 | Zero-Day Exploit | SIG-9496 | Exploit | No additional info | Darktrace Alert: Zero-Day Exploit detected from 184.179.18.7 targeting 91.147.111.85 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
baa77846-7381-4a6c-be56-ec610f590a13 | 2025-04-05T21:57:49 | firewall | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine SMB traffic from 56.13.19.105:904 to 10.242.236.106:1016 No additional info | {
"geo_location": "Myanmar",
"device_hash": "15d19ee858a670a5e5306cf82046c115763d3902",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_2 rv:2.0; sv-SE) AppleWebKit/534.36.4 (KHTML, like Gecko) Version/5.0.2 Safari/534.36.4",
"session_id": "3b08b892-b59d-4b11-9b2c-33a9171c5158",
"risk_score": 38.54,
"confidence": 0.48
} | 56.13.19.105 | 10.242.236.106 | null | null | null | No additional info | Firewall quarantine SMB traffic from 56.13.19.105:904 to 10.242.236.106:1016 No additional info | quarantine | 431,641 | SMB | null | null | null | null | null | null | null | null | 904 | 1,016 | 3,600 | null | null | null | null | null | null | null |
b30afc46-d850-43a2-a24b-b84f178b0831 | 2025-04-01T14:48:16 | auth | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for rodriguezphillip via passwordless from 114.72.147.72 MITRE Technique: T1078.004 | Credential stuffing pattern detected | {
"geo_location": "Zambia",
"device_hash": "fef2fd4626f692a870a90e6a2a9b2dc57e102eef",
"user_agent": "Mozilla/5.0 (Windows NT 11.0) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/62.0.850.0 Safari/535.2",
"session_id": "89d77e5b-9f76-4336-bfa9-7569f8bd0240",
"risk_score": 52.39,
"confidence": 0.83
} | 114.72.147.72 | null | null | null | null | MITRE Technique: T1078.004 | Credential stuffing pattern detected | Auth timeout for rodriguezphillip via passwordless from 114.72.147.72 MITRE Technique: T1078.004 | Credential stuffing pattern detected | timeout | null | null | rodriguezphillip | null | null | null | null | null | null | null | null | null | null | passwordless | fd:14:b5:34:c4:ed | null | null | null | null | null |
28351423-c34f-4343-8deb-881100c16b87 | 2025-05-05T06:23:22 | network | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|medium| desc=Network connection from 58.196.123.239 to 10.51.136.254 No additional info | {
"geo_location": "Pakistan",
"device_hash": "2a784b757f077760cd89549af50a8bd7",
"user_agent": "Opera/9.39.(X11; Linux x86_64; aa-ET) Presto/2.9.187 Version/12.00",
"session_id": "6560e454-3149-43f4-af62-2050be76204b",
"risk_score": 55.2,
"confidence": 0.24
} | 58.196.123.239 | 10.51.136.254 | null | null | null | No additional info | Network connection from 58.196.123.239 to 10.51.136.254 No additional info | connection | 364,190 | ICMP | null | null | null | null | {
"baseline_deviation": 2.96,
"entropy": 3.06,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
5001a7eb-8a56-49f3-bd58-3a14d265c7e5 | 2025-05-19T10:04:08 | ids_alert | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|high| desc=OSSEC Alert: ICS Attack detected from 180.89.56.23 targeting 129.180.175.191 No additional info | {
"geo_location": "Israel",
"device_hash": "eb0065ccd50b7abf893886888d8a2956",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 10_3_3 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) FxiOS/17.0m9168.0 Mobile/97Q459 Safari/533.1",
"session_id": "dc510534-7edd-4c09-931c-b97bcf70d364",
"risk_score": 53.51,
"confidence": 0.44
} | 180.89.56.23 | 129.180.175.191 | ICS Attack | SIG-1941 | Recon | No additional info | OSSEC Alert: ICS Attack detected from 180.89.56.23 targeting 129.180.175.191 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b8cedf3b-3234-413a-a71a-7ee4ed38068c | 2025-01-28T02:52:04 | 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 sblanchard MITRE Technique: T1078.004 | {
"geo_location": "Gibraltar",
"device_hash": "19b6dd70d782158bb27b9a17a8eab4bf",
"user_agent": "Mozilla/5.0 (Android 5.1.1; Mobile; rv:8.0) Gecko/8.0 Firefox/8.0",
"session_id": "9b4658d6-ad47-4c8c-8826-53e9d9c7ed8f",
"risk_score": 55.15,
"confidence": 0.99
} | null | null | null | null | null | MITRE Technique: T1078.004 | AI system model_access by sblanchard MITRE Technique: T1078.004 | model_access | null | null | sblanchard | null | null | null | null | null | null | null | null | null | null | null | null | model-1696173b | 2f5076ace17546e3a8f99bdda86985298ad4b644 | 4526728149e9fec457dab58dc71073479ea8f0ff3021acbe29edad123649e4ec | null | null |
eacd6fa5-623d-4e1e-b2fa-9358c8417567 | 2025-05-28T09:44:07 | endpoint | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access /deal/personal.mp3 by ashleyward No additional info | {
"geo_location": "New Caledonia",
"device_hash": "0810753959e8da5876b629bd3fc7b8705d4aeb166bbdcce2ed25d6e842f7a9f1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 10.0; Trident/4.1)",
"session_id": "9c0353b4-6234-4d76-9ce3-df91be429303",
"risk_score": 27.56,
"confidence": 0.65
} | null | null | null | null | null | No additional info | Endpoint file_access /deal/personal.mp3 by ashleyward No additional info | file_access | null | null | ashleyward | /deal/personal.mp3 | 4,136 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5d0a99b5-90a8-4d80-8532-51e5b9001a27 | 2025-05-08T03:40:29 | cloud | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|critical| desc=Cloud storage_access in GCP by yspencer No additional info | {
"geo_location": "Uganda",
"device_hash": "dc97c8cb2988b39ef6164ba340d22d8aeee894d4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/5.0)",
"session_id": "53920052-4069-4818-9cc8-9611d00c7870",
"risk_score": 43,
"confidence": 0.26
} | null | null | null | null | null | No additional info | Cloud storage_access in GCP by yspencer No additional info | storage_access | null | null | yspencer | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-153a301e |
336a28e2-3179-4f7f-bec9-fb279a1ce8ad | 2025-02-12T16:09:55 | firewall | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|info| desc=Firewall quarantine SSH traffic from 110.81.172.132:127 to 204.235.57.56:43419 Associated Threat Actor: Lazarus Group | {
"geo_location": "Eritrea",
"device_hash": "a74200fd50bf29f6620b6750058647ac",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/56.0.850.0 Safari/532.1",
"session_id": "9470b698-e8f4-4d72-bd9e-6e478c001dd0",
"risk_score": 67.29,
"confidence": 0.02
} | 110.81.172.132 | 204.235.57.56 | null | null | null | Associated Threat Actor: Lazarus Group | Firewall quarantine SSH traffic from 110.81.172.132:127 to 204.235.57.56:43419 Associated Threat Actor: Lazarus Group | quarantine | 971,469 | SSH | null | null | null | null | null | null | null | null | 127 | 43,419 | 3,159 | null | null | null | null | null | null | null |
5627fbfa-1fdb-4fbb-917e-1637b3a470ee | 2025-06-07T02:50:55 | ai | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|low| desc=AI system model_access by griffinheidi No additional info noise=QXR0ZW50aW9uLg== | {
"geo_location": "Indonesia",
"device_hash": "c9f965812c21d8540268b5e7e224dd32c47b9f51",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_1; rv:1.9.3.20) Gecko/5292-08-28 03:24:29 Firefox/3.8",
"session_id": "4c699f6d-6c3e-42a5-9baf-14129dbe0523",
"risk_score": 51.45,
"confidence": 0.98
} | null | null | null | null | null | No additional info | AI system model_access by griffinheidi No additional info | model_access | null | null | griffinheidi | null | null | null | null | null | null | null | null | null | null | null | null | model-b5e71590 | bb20d16c1a4c0120b0cc4c789bfabd64a7603a90207dc828600f42d8a49ee3f2 | dc3f402b36ec68d8ad8610c6d1fae6464696cdbe | null | null |
a4b34921-82fc-4101-9f4e-69190330f163 | 2025-01-12T23:23:06 | cloud | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in Alibaba by sarah86 MITRE Technique: T1078.004 | {
"geo_location": "Japan",
"device_hash": "bca18ff5b976979e8b2b23c6fe8ec8d06b1cd7b4fc4f8085c19013fc68478521",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_0 rv:3.0; ta-LK) AppleWebKit/533.49.7 (KHTML, like Gecko) Version/4.0 Safari/533.49.7",
"session_id": "2b8a3e52-dc18-4b88-a00a-c9cee2f61a33",
"risk_score": 62.27,
"confidence": 0.26
} | null | null | null | null | null | MITRE Technique: T1078.004 | Cloud lambda_execution in Alibaba by sarah86 MITRE Technique: T1078.004 | lambda_execution | null | null | sarah86 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-96d9ccf5 |
6e939926-82df-4834-8366-88d27a975947 | 2025-04-06T07:30:06 | network | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|high| desc=Network covert_channel from 13.147.248.164 to 181.162.77.195 MITRE Technique: T1059.001 | {
"geo_location": "Montserrat",
"device_hash": "0831978bf5bfd269da9820232d4fcabad9b64ef1",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 13_7 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/20.0.872.0 Mobile/41E504 Safari/535.2",
"session_id": "c68a1fa4-8c59-4672-b097-a581a108974a",
"risk_score": 7.7,
"confidence": 0.67
} | 13.147.248.164 | 181.162.77.195 | null | null | null | MITRE Technique: T1059.001 | Network covert_channel from 13.147.248.164 to 181.162.77.195 MITRE Technique: T1059.001 | covert_channel | 851,316 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
73aabf99-d22d-4abc-93cd-37b6b16b39c2 | 2025-03-28T05:27:30 | iot | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera command_injection MITRE Technique: T1543.003 | {
"geo_location": "Central African Republic",
"device_hash": "11786ec261422334173241276bbe1c128e8429e528cbdff795cddc5ddac37109",
"user_agent": "Opera/8.42.(X11; Linux i686; szl-PL) Presto/2.9.181 Version/10.00",
"session_id": "5500ee6d-c1da-4c8a-bce7-d41d03233d29",
"risk_score": 70.89,
"confidence": 0.17
} | null | null | null | null | null | MITRE Technique: T1543.003 | IoT device Camera command_injection MITRE Technique: T1543.003 | command_injection | null | null | null | null | null | null | null | Camera | iot-01c71f41 | 7.0 | null | null | null | null | null | null | null | null | null | null |
437d5997-d5f9-4696-bb9c-707af098eb7d | 2025-03-17T04:44:44 | iot | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|medium| desc=IoT device Medical unusual_activity MITRE Technique: T1110.003 | {
"geo_location": "Mauritania",
"device_hash": "5ce924db70a429935718ce8335f33f1240957f403fcd0604e095722ac10ffeae",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; nso-ZA) AppleWebKit/534.3.7 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6534.3.7",
"session_id": "247f3c5e-6d83-4040-8e91-1f57e520e4ff",
"risk_score": 61.17,
"confidence": 0.61
} | null | null | null | null | null | MITRE Technique: T1110.003 | IoT device Medical unusual_activity MITRE Technique: T1110.003 | unusual_activity | null | null | null | null | null | null | {
"baseline_deviation": 2.88,
"entropy": 2.13,
"frequency_anomaly": true,
"sequence_anomaly": false
} | Medical | iot-6d8d49c6 | 4.7 | null | null | null | null | null | null | null | null | null | null |
9c2b2b60-73b7-47dc-a852-04691a4885b1 | 2025-02-12T13:38:48 | endpoint | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint persistence_mechanism remember by qbennett Unconventional IOC: CPU microcode changes | {
"geo_location": "Togo",
"device_hash": "e539acccb4c7c6fae2e0ec66586f15433082242c",
"user_agent": "Mozilla/5.0 (Linux; Android 1.1) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/20.0.801.0 Safari/534.2",
"session_id": "b99760c9-2162-4697-a8d8-fa515641784a",
"risk_score": 0,
"confidence": 0.79
} | null | null | null | null | null | Unconventional IOC: CPU microcode changes | Endpoint persistence_mechanism remember by qbennett Unconventional IOC: CPU microcode changes | persistence_mechanism | null | null | qbennett | remember | 1,983 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
05bca272-aa54-4ebf-be12-cca184b5fe00 | 2025-05-21T02:05:32 | endpoint | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec nation by doylekimberly Associated Threat Actor: Kimsuky | {
"geo_location": "Micronesia",
"device_hash": "8fa1304ee507b45b2c05031d889f38dd7422a968",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/4.1)",
"session_id": "889f13cd-1726-40a6-951c-c2d446e9a862",
"risk_score": 33.22,
"confidence": 0.72
} | null | null | null | null | null | Associated Threat Actor: Kimsuky | Endpoint wmi_exec nation by doylekimberly Associated Threat Actor: Kimsuky | wmi_exec | null | null | doylekimberly | nation | 7,780 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9cb876e8-9dd7-4395-8851-1e110281c022 | 2025-06-16T14:14:46 | network | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|low| desc=Network bandwidth_usage from 112.53.174.167 to 13.8.252.179 No additional info | {
"geo_location": "Canada",
"device_hash": "f4856025d21cedfc49947f748d07be8df38b49a8",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; pa-PK) AppleWebKit/535.4.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6535.4.1",
"session_id": "7cc0d07b-c326-4043-8d74-c36f3e0d7715",
"risk_score": 55.54,
"confidence": 0.93
} | 112.53.174.167 | 13.8.252.179 | null | null | null | No additional info | Network bandwidth_usage from 112.53.174.167 to 13.8.252.179 No additional info | bandwidth_usage | 326,458 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cf4cd952-67b4-4a84-99ab-79b0addfe4a1 | 2025-07-08T14:40:29 | network | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|critical| desc=Network disconnection from 192.198.174.188 to 203.168.158.5 MITRE Technique: T1078.004 noise=wp-content | {
"geo_location": "Iran",
"device_hash": "c77db44be6c01374880dbf7843cfdb5e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/3.1)",
"session_id": "77de1c9e-d0cb-4532-b80a-5526a4e7b5d1",
"risk_score": 31.17,
"confidence": 0.17
} | 192.198.174.188 | 203.168.158.5 | null | null | null | MITRE Technique: T1078.004 | Network disconnection from 192.198.174.188 to 203.168.158.5 MITRE Technique: T1078.004 | disconnection | 642,372 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b2a688c8-789d-4e29-9414-a5f06005ba53 | 2025-01-26T14:33:50 | network | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|high| desc=Network connection from 189.143.166.3 to 128.173.29.39 MITRE Technique: T1547.001 | Unconventional IOC: Quantum random number deviations | {
"geo_location": "Brazil",
"device_hash": "83ce2448d7585ddba47630facb0460e5",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_2) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/48.0.864.0 Safari/533.1",
"session_id": "ddc8a057-02e3-4928-8fed-3b0ff2dfcd03",
"risk_score": 10.93,
"confidence": 0.03
} | 189.143.166.3 | 128.173.29.39 | null | null | null | MITRE Technique: T1547.001 | Unconventional IOC: Quantum random number deviations | Network connection from 189.143.166.3 to 128.173.29.39 MITRE Technique: T1547.001 | Unconventional IOC: Quantum random number deviations | connection | 559,678 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
17c18c5b-2776-4109-b1b8-f56ca20a6e4b | 2025-02-03T05:56:42 | firewall | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|critical| desc=Firewall quarantine RDP traffic from 34.83.185.75:807 to 21.214.76.209:43833 No additional info | {
"geo_location": "Jersey",
"device_hash": "060574ed5d1ae548e244bb0c5f96baec",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/533.26.2 (KHTML, like Gecko) Version/4.0 Safari/533.26.2",
"session_id": "3818837e-57b3-4c0b-9060-da9192ca0f09",
"risk_score": 87.58,
"confidence": 0.04
} | 34.83.185.75 | 21.214.76.209 | null | null | null | No additional info | Firewall quarantine RDP traffic from 34.83.185.75:807 to 21.214.76.209:43833 No additional info | quarantine | 224,371 | RDP | null | null | null | null | null | null | null | null | 807 | 43,833 | 3,205 | null | null | null | null | null | null | null |
0005c3d2-6d9a-44ce-8e7f-94e67e3a0b89 | 2025-04-28T18:57:35 | network | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|info| desc=Network covert_channel from 180.75.34.169 to 21.122.162.41 DGA domain detected | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "0c53201615bcb89d69cf06c894f00160",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_4_1 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) CriOS/26.0.888.0 Mobile/18K214 Safari/532.0",
"session_id": "fd6e2404-f154-4f38-a421-ac7657ad9f43",
"risk_score": 61.77,
"confidence": 0.16
} | 180.75.34.169 | 21.122.162.41 | null | null | null | DGA domain detected | Network covert_channel from 180.75.34.169 to 21.122.162.41 DGA domain detected | covert_channel | 28,360 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b66d8e80-a39f-4298-a006-5e9a2f1be0ca | 2025-03-27T03:21:42 | cloud | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in Alibaba by monicaponce No additional info noise=3320281D | {
"geo_location": "Latvia",
"device_hash": "8b05c95343eb2b88ec64927f546b6a51",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/531.4.7 (KHTML, like Gecko) Version/5.0 Safari/531.4.7",
"session_id": "aac93595-945d-46d1-b3b1-a3305b350436",
"risk_score": 57.57,
"confidence": 0.99
} | null | null | null | null | null | No additional info | Cloud config_change in Alibaba by monicaponce No additional info | config_change | null | null | monicaponce | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-d23b1735 |
33994792-6e7f-4041-a8b4-bd168f9ea0c6 | 2025-01-13T02:06:18 | firewall | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine DNS traffic from 161.76.168.15:7 to 10.179.66.167:34701 No additional info | {
"geo_location": "Portugal",
"device_hash": "57bcc7da16c39e23ab8b6c5c1c3ca67d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.1; Trident/4.1)",
"session_id": "1223576c-edee-4578-aead-5d2ba35b25e8",
"risk_score": 53.11,
"confidence": 0.03
} | 161.76.168.15 | 10.179.66.167 | null | null | null | No additional info | Firewall quarantine DNS traffic from 161.76.168.15:7 to 10.179.66.167:34701 No additional info | quarantine | 616,542 | DNS | null | null | null | null | null | null | null | null | 7 | 34,701 | 699 | null | null | null | null | null | null | null |
242deb7e-667e-48b7-817c-2fabee9882e6 | 2025-01-13T19:20:26 | cloud | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud permission_escalation in Azure by phelpsthomas Cross-tenant access detected | {
"geo_location": "Timor-Leste",
"device_hash": "8a9312c299f39ce5ee532b53f7adb17c58c28c61",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_6) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/43.0.877.0 Safari/531.1",
"session_id": "6ef30a59-421d-488a-a27e-387f4ae32b6d",
"risk_score": 11.85,
"confidence": 0.94
} | null | null | null | null | null | Cross-tenant access detected | Cloud permission_escalation in Azure by phelpsthomas Cross-tenant access detected | permission_escalation | null | null | phelpsthomas | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-7b064999 |
c4e3caf6-611a-49e4-9a94-b8caf265a3c3 | 2025-04-02T12:34:05 | ids_alert | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|high| desc=OSSEC Alert: Cloud API Abuse detected from 188.104.215.236 targeting 159.85.23.63 MITRE Technique: T1059.001 | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "e9babd1da03bca1c72fb88deaa74cfe6",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_0 rv:6.0; as-IN) AppleWebKit/534.3.7 (KHTML, like Gecko) Version/5.0 Safari/534.3.7",
"session_id": "5d179d01-7cf1-45dd-8ba0-ce071408ce61",
"risk_score": 25.68,
"confidence": 0.16
} | 188.104.215.236 | 159.85.23.63 | Cloud API Abuse | SIG-9966 | Evasion | MITRE Technique: T1059.001 | OSSEC Alert: Cloud API Abuse detected from 188.104.215.236 targeting 159.85.23.63 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 |
d1a2d7e7-59d8-4f43-9235-e62a6607b9c8 | 2025-05-09T09:20:30 | ids_alert | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|high| desc=Wazuh Alert: DNS Tunneling detected from 82.108.106.169 targeting N/A No additional info | {
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "7fd7802057eeb4cbfa19f013844e6955",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/4.0)",
"session_id": "092d7fb9-af75-4f66-82c1-05f691283876",
"risk_score": 25.26,
"confidence": 0.26
} | 82.108.106.169 | N/A | DNS Tunneling | SIG-5344 | Recon | No additional info | Wazuh Alert: DNS Tunneling detected from 82.108.106.169 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 |
7e740164-c068-484a-90b0-b5023380adb8 | 2025-04-03T03:38:41 | firewall | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall inspect HTTPS traffic from 153.120.201.112:225 to 188.64.31.49:687 No additional info noise=tag/tags/app | {
"geo_location": "Spain",
"device_hash": "1e099741e21dba37081369694025d14ba2be97e8861cd708ba3dd8647d060e76",
"user_agent": "Mozilla/5.0 (Windows 98; eu-ES; rv:1.9.1.20) Gecko/4071-10-31 16:37:33 Firefox/11.0",
"session_id": "935d4ddd-d85a-4d86-842d-f7bf8e97c4d3",
"risk_score": 66.96,
"confidence": 0.4
} | 153.120.201.112 | 188.64.31.49 | null | null | null | No additional info | Firewall inspect HTTPS traffic from 153.120.201.112:225 to 188.64.31.49:687 No additional info | inspect | 518,344 | HTTPS | null | null | null | null | null | null | null | null | 225 | 687 | 1,256 | null | null | null | null | null | null | null |
db157331-9e77-4b40-a752-d8e52f67228e | 2025-06-18T11:31:42 | ai | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|info| desc=AI system model_inversion by murphyjennifer Training data poisoning attempt noise=6BF2B972 | {
"geo_location": "Greece",
"device_hash": "c28ae90e1add1198318392af72c487daf4ffabc2009297dfd7540f60685c3d47",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.2) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/55.0.835.0 Safari/531.1",
"session_id": "efd933b8-43ae-4007-8252-8498f3898cb3",
"risk_score": 64.17,
"confidence": 0.29
} | null | null | null | null | null | Training data poisoning attempt | AI system model_inversion by murphyjennifer Training data poisoning attempt | model_inversion | null | null | murphyjennifer | null | null | null | null | null | null | null | null | null | null | null | null | model-141e5889 | 328992ddcda145fc9b27464d6ba1a7c4 | 4110de55a8554b852826d3c54b3f046a7ce8f7f0 | null | null |
7e74b039-5bb1-4b60-ba6c-538e9462d9ee | 2025-02-13T11:46:28 | endpoint | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint process_start /party/hand.avi by katherinewilliams No additional info | {
"geo_location": "Christmas Island",
"device_hash": "ab19b4ec20aa9b32f5e2053a9f0f6310b1456577",
"user_agent": "Mozilla/5.0 (Windows NT 5.01) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/40.0.808.0 Safari/534.2",
"session_id": "50ef0896-c23d-48da-91fc-3da237cccbee",
"risk_score": 5.22,
"confidence": 0.37
} | null | null | null | null | null | No additional info | Endpoint process_start /party/hand.avi by katherinewilliams No additional info | process_start | null | null | katherinewilliams | /party/hand.avi | 8,751 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cf96b7b1-47d0-45ea-856c-5d7dad34fdf6 | 2025-05-17T06:54:53 | firewall | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|low| desc=Firewall deny DNS traffic from 10.124.23.27:137 to 205.169.56.44:28756 Unconventional IOC: TPM attestation failures | {
"geo_location": "Djibouti",
"device_hash": "c4f644e96503b4311d9a705fdc1a53386ff8995f",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_5; rv:1.9.6.20) Gecko/5593-01-31 14:52:15 Firefox/3.6.15",
"session_id": "c6ec698a-1e1d-411c-abe7-5d25a0ff53c6",
"risk_score": 32.27,
"confidence": 0.23
} | 10.124.23.27 | 205.169.56.44 | null | null | null | Unconventional IOC: TPM attestation failures | Firewall deny DNS traffic from 10.124.23.27:137 to 205.169.56.44:28756 Unconventional IOC: TPM attestation failures | deny | 331,571 | DNS | null | null | null | null | null | null | null | null | 137 | 28,756 | 2,564 | null | null | null | null | null | null | null |
7247f148-8059-4d8e-aff6-a277deaff006 | 2025-05-21T16:37:23 | firewall | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall inspect UDP traffic from 115.156.80.113:59701 to 10.163.206.117:280 MITRE Technique: T1059.001 | {
"geo_location": "United Kingdom",
"device_hash": "05a560ef6ba8bac0369bc156fad8c6f1",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/535.24.7 (KHTML, like Gecko) Version/5.0 Safari/535.24.7",
"session_id": "6ed93e70-74d6-4d6c-855a-8fd3b263f4a6",
"risk_score": 67.96,
"confidence": 0.61
} | 115.156.80.113 | 10.163.206.117 | null | null | null | MITRE Technique: T1059.001 | Firewall inspect UDP traffic from 115.156.80.113:59701 to 10.163.206.117:280 MITRE Technique: T1059.001 | inspect | 878,058 | UDP | null | null | null | null | null | null | null | null | 59,701 | 280 | 2,971 | null | null | null | null | null | null | null |
af3c96a5-2363-460a-874d-0e98c53d8930 | 2025-07-10T06:21:27 | endpoint | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|high| desc=Endpoint wmi_exec environmental by ysherman MITRE Technique: T1486 | {
"geo_location": "Croatia",
"device_hash": "2dae7aa33cd7725b90d686552239dedb4caa568d",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_6 rv:4.0; id-ID) AppleWebKit/532.30.6 (KHTML, like Gecko) Version/5.0 Safari/532.30.6",
"session_id": "ae9ab581-ac9f-40b8-97f1-075b9e044a8d",
"risk_score": 25.15,
"confidence": 0.51
} | null | null | null | null | null | MITRE Technique: T1486 | Endpoint wmi_exec environmental by ysherman MITRE Technique: T1486 | wmi_exec | null | null | ysherman | environmental | 9,643 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4e613797-e18d-4425-a714-95226c978e82 | 2025-01-12T15:45:10 | auth | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|medium| desc=Auth failed for malonegary via SAML from 176.8.199.33 No additional info | {
"geo_location": "Spain",
"device_hash": "b45ce158e106b28351abf819e109c110ceb3c88b7bfbcf65cb0ee5cde83a4e79",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_8_1 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/9.3v3846.0 Mobile/39H207 Safari/535.0",
"session_id": "6e07966d-44c0-48c0-9455-ce14df0d1524",
"risk_score": 55.8,
"confidence": 0.63
} | 176.8.199.33 | null | null | null | null | No additional info | Auth failed for malonegary via SAML from 176.8.199.33 No additional info | failed | null | null | malonegary | null | null | null | null | null | null | null | null | null | null | SAML | fd:44:f7:2e:0e:47 | null | null | null | null | null |
670b2a41-2817-49c2-8a34-052c999c9899 | 2025-06-15T22:24:00 | cloud | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in Alibaba by derrickmorton MITRE Technique: T1059.005 | Associated Threat Actor: Wizard Spider | {
"geo_location": "Montserrat",
"device_hash": "884b008ba19162039dc8a65eb04452ca84b182b1f5a035d102892bb2abd30e04",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_6) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/59.0.842.0 Safari/534.0",
"session_id": "9fb5d489-7b24-4438-8470-5fe78a7168ad",
"risk_score": 29.86,
"confidence": 0.54
} | null | null | null | null | null | MITRE Technique: T1059.005 | Associated Threat Actor: Wizard Spider | Cloud lambda_execution in Alibaba by derrickmorton MITRE Technique: T1059.005 | Associated Threat Actor: Wizard Spider | lambda_execution | null | null | derrickmorton | null | null | null | {
"baseline_deviation": 2.21,
"entropy": 5.86,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-cd2d866c |
94617824-50e7-4154-9ede-0d83de02926a | 2025-07-02T02:45:57 | ai | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|high| desc=AI system model_access by briannagray MITRE Technique: T1110.003 | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "751be0d9471a6cdc0487b546c6855794",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/3.1)",
"session_id": "30ae65aa-e6dc-48a4-a729-cd92639ed295",
"risk_score": 79.18,
"confidence": 0.2
} | null | null | null | null | null | MITRE Technique: T1110.003 | AI system model_access by briannagray MITRE Technique: T1110.003 | model_access | null | null | briannagray | null | null | null | null | null | null | null | null | null | null | null | null | model-9e01b5c8 | 73f7a0c4b8d3f9b3f2ad9d01bac6d895 | 7ce8ad392d860c3a9adb2487325105e3 | null | null |
c7dc3a4e-db6d-4495-b883-b982095a1fe3 | 2025-02-03T02:12:14 | ids_alert | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|high| desc=Palo Alto Cortex Alert: Domain Fronting detected from 10.124.177.88 targeting 140.200.8.214 Obfuscated payload detected | {
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "25a486382559b850c3574c7091ee9c27",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/6713-06-09 10:13:37 Firefox/3.8",
"session_id": "601a9d96-8608-4566-bef6-5fcb39c3111d",
"risk_score": 33.13,
"confidence": 0.12
} | 10.124.177.88 | 140.200.8.214 | Domain Fronting | SIG-9351 | Malware | Obfuscated payload detected | Palo Alto Cortex Alert: Domain Fronting detected from 10.124.177.88 targeting 140.200.8.214 Obfuscated payload detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8f7b1e90-e534-4a0b-b273-c58ce683dafe | 2020-07-12T21:38:20 | firewall | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|info| desc=Firewall deny ICMP traffic from 197.198.51.199:845 to 182.162.163.189:856 Associated Threat Actor: APT29 | {
"geo_location": "Bhutan",
"device_hash": "c86a1842266ff27035c9b0a28110a26d56801ce7",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_7 rv:5.0; it-IT) AppleWebKit/535.19.1 (KHTML, like Gecko) Version/4.1 Safari/535.19.1",
"session_id": "4ff151bb-32a0-4cfc-9b8e-e38d70faba9b",
"risk_score": 62.23,
"confidence": 0.6
} | 197.198.51.199 | 182.162.163.189 | null | null | null | Associated Threat Actor: APT29 | Firewall deny ICMP traffic from 197.198.51.199:845 to 182.162.163.189:856 Associated Threat Actor: APT29 | deny | 626,084 | ICMP | null | null | null | null | null | null | null | null | 845 | 856 | 2,859 | null | null | null | null | null | null | null |
21101c26-7e94-4a5b-b2c0-d9c49b103689 | 2025-04-04T23:13:22 | auth | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|low| desc=Auth locked for david61 via passwordless from 76.47.7.73 MITRE Technique: T1218.011 | {
"geo_location": "Zimbabwe",
"device_hash": "1644ea9d910c6ecdcc81a01dae33bbfc20c7e578eb883622a1f6c79f8c8e64ab",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_7 rv:2.0; en-CA) AppleWebKit/535.36.1 (KHTML, like Gecko) Version/4.1 Safari/535.36.1",
"session_id": "ba4b30d6-2ae0-4bc6-b131-9a712492a7d5",
"risk_score": 77.41,
"confidence": 0.59
} | 76.47.7.73 | null | null | null | null | MITRE Technique: T1218.011 | Auth locked for david61 via passwordless from 76.47.7.73 MITRE Technique: T1218.011 | locked | null | null | david61 | null | null | null | null | null | null | null | null | null | null | passwordless | 70:c8:37:2e:0a:8e | null | null | null | null | null |
c74c65a4-bbee-47eb-b673-aaf6dd96ffd3 | 2025-06-28T13:38:39 | endpoint | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint powershell_exec treatment by maryward MITRE Technique: T1574.002 noise=VHJ5IHNvbWUu | {
"geo_location": "Serbia",
"device_hash": "b4b4b1d65da9f04a22a01c038470eaf3",
"user_agent": "Mozilla/5.0 (Android 1.1; Mobile; rv:55.0) Gecko/55.0 Firefox/55.0",
"session_id": "3053491d-3c4c-407f-9fa5-b080c00ca23c",
"risk_score": 75.62,
"confidence": 0.66
} | null | null | null | null | null | MITRE Technique: T1574.002 | Endpoint powershell_exec treatment by maryward MITRE Technique: T1574.002 | powershell_exec | null | null | maryward | treatment | 7,047 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d81cfa78-2e4a-4c58-8a30-e966ef5c3fc2 | 2025-05-14T23:17:41 | ai | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|high| desc=AI system training_data_poisoning by shawjanet No additional info | {
"geo_location": "Monaco",
"device_hash": "b6334b380c9ff9582eda8697bc18221c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; uk-UA) AppleWebKit/532.13.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6532.13.5",
"session_id": "81212c24-dd1b-414a-be81-884359a6ca96",
"risk_score": 31.9,
"confidence": 0.83
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by shawjanet No additional info | training_data_poisoning | null | null | shawjanet | null | null | null | null | null | null | null | null | null | null | null | null | model-dbbb02ac | 299dd02636e1903f771327611df620038b511299 | 41de2024db8453f8150380dd9926d0976986dcfc4af56a8e5a2b613d8b12032e | null | null |
2231c04e-4252-4cd1-b996-055567ee0b61 | 2025-01-12T23:21:05 | firewall | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|low| desc=Firewall allow NTP traffic from 27.117.158.177:810 to 10.124.46.166:297 No additional info | {
"geo_location": "Senegal",
"device_hash": "26120139d100a07f3e9198c23c43198b",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; as-IN) AppleWebKit/532.17.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6532.17.6",
"session_id": "830f76d1-e5f3-4a7e-af11-854bdf57ca13",
"risk_score": 36.28,
"confidence": 0.11
} | 27.117.158.177 | 10.124.46.166 | null | null | null | No additional info | Firewall allow NTP traffic from 27.117.158.177:810 to 10.124.46.166:297 No additional info | allow | 344,509 | NTP | null | null | null | null | null | null | null | null | 810 | 297 | 519 | null | null | null | null | null | null | null |
649e6524-87ec-4296-8e69-fc684b7cc341 | 2025-06-23T21:02:31 | iot | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor side_channel MITRE Technique: T1134.001 | {
"geo_location": "Brazil",
"device_hash": "8b53f7bf3947ed8ee95e975cfe61d2ca",
"user_agent": "Mozilla/5.0 (Linux; Android 3.1) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/26.0.855.0 Safari/531.0",
"session_id": "556f86a3-68d9-401b-b2f9-dfa4e032ff77",
"risk_score": 45.26,
"confidence": 0.82
} | null | null | null | null | null | MITRE Technique: T1134.001 | IoT device Sensor side_channel MITRE Technique: T1134.001 | side_channel | null | null | null | null | null | null | null | Sensor | iot-5c000f67 | 2.7 | null | null | null | null | null | null | null | null | null | null |
35dc55fb-ff2d-4aff-8cc8-573fbdeffc33 | 2025-02-22T22:56:13 | iot | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera physical_tamper No additional info noise=exist|democratic|not | {
"geo_location": "Turkey",
"device_hash": "79630498491183e18dd4d59135258d9902de236efed369a80841f94bc656a478",
"user_agent": "Mozilla/5.0 (Windows NT 6.1; fi-FI; rv:1.9.2.20) Gecko/7748-01-19 07:33:05 Firefox/6.0",
"session_id": "164af546-4e7d-47ca-884b-ede4959f2fd8",
"risk_score": 86.04,
"confidence": 0.44
} | null | null | null | null | null | No additional info | IoT device Camera physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Camera | iot-7fe85254 | 4.1 | null | null | null | null | null | null | null | null | null | null |
89bf9ee0-364a-4150-bbb8-cfb17dd9bccd | 2025-05-04T18:24:13 | cloud | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|low| desc=Cloud shadow_it in GCP by rodriguezjames No additional info | {
"geo_location": "Norfolk Island",
"device_hash": "746ab9d968bf3939ba9b815a8375b9dc83085fa4",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/534.22.3 (KHTML, like Gecko) Version/5.0 Safari/534.22.3",
"session_id": "2a835569-d480-434a-b671-8d6255c3c743",
"risk_score": 77.07,
"confidence": 0
} | null | null | null | null | null | No additional info | Cloud shadow_it in GCP by rodriguezjames No additional info | shadow_it | null | null | rodriguezjames | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-d1becb05 |
049590dd-8ab3-44f3-a195-3612de5aab95 | 2025-03-08T01:30:23 | cloud | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in Azure by janeoliver MITRE Technique: T1053.005 | {
"geo_location": "Bangladesh",
"device_hash": "400794a6e6b66e0e464457550dd7d277e058f07fcf7facd4891c8d89b58cba9d",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_7; rv:1.9.5.20) Gecko/2286-09-29 09:24:51 Firefox/10.0",
"session_id": "de6cd93c-0760-4074-a254-6d10c14ed446",
"risk_score": 42.49,
"confidence": 0.28
} | null | null | null | null | null | MITRE Technique: T1053.005 | Cloud config_change in Azure by janeoliver MITRE Technique: T1053.005 | config_change | null | null | janeoliver | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-78252d02 |
9394b9e0-1ab7-401f-aea0-6e68c89ecc93 | 2025-05-26T17:59:06 | ai | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by zhouston No additional info | {
"geo_location": "Indonesia",
"device_hash": "24567f9b0e885f48a9dd3bab5274b3b4cab10157",
"user_agent": "Opera/8.18.(Windows NT 5.1; mn-MN) Presto/2.9.176 Version/10.00",
"session_id": "6b12c3d8-e035-4b15-972b-4ea233a531a7",
"risk_score": 51.06,
"confidence": 0.86
} | null | null | null | null | null | No additional info | AI system membership_inference by zhouston No additional info | membership_inference | null | null | zhouston | null | null | null | null | null | null | null | null | null | null | null | null | model-918a0cea | 27a2aa95c4f05ce8c3a2cb5c3f33a160 | 0c4aa4e24f9ec00e4ab16a205717603d7d295cab | null | null |
a7143852-ca6f-4f3c-a5f2-46a01e639dd7 | 2025-01-19T20:51:02 | network | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|low| desc=Network disconnection from 165.205.139.179 to 10.52.55.176 MITRE Technique: T1486 | {
"geo_location": "Chile",
"device_hash": "9af547955de2f8f91d16791b0347f39b35600c9769e46c77cb00cdcf58f5e04d",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_2 rv:5.0; lij-IT) AppleWebKit/533.34.6 (KHTML, like Gecko) Version/4.0 Safari/533.34.6",
"session_id": "b2db75c1-2fef-4385-96c5-f5a42e014a05",
"risk_score": 32.6,
"confidence": 0.81
} | 165.205.139.179 | 10.52.55.176 | null | null | null | MITRE Technique: T1486 | Network disconnection from 165.205.139.179 to 10.52.55.176 MITRE Technique: T1486 | disconnection | 904,169 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a1251bd4-d788-4c48-a47e-477bd9b1fdf3 | 2025-04-18T11:03:22 | firewall | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall inspect ICMP traffic from 183.255.105.210:699 to 177.173.183.231:44159 No additional info | {
"geo_location": "French Southern Territories",
"device_hash": "90e9d9abf56bd7045b63f0199266b882fb8f1723",
"user_agent": "Opera/9.39.(Windows 95; kw-GB) Presto/2.9.173 Version/10.00",
"session_id": "4e905fcf-88da-4c6b-88f3-de7d30004a17",
"risk_score": 65.96,
"confidence": 0.31
} | 183.255.105.210 | 177.173.183.231 | null | null | null | No additional info | Firewall inspect ICMP traffic from 183.255.105.210:699 to 177.173.183.231:44159 No additional info | inspect | 728,099 | ICMP | null | null | null | null | null | null | null | null | 699 | 44,159 | 2,012 | null | null | null | null | null | null | null |
90471c46-e4d0-440b-89f2-f77135b5946d | 2025-03-14T04:52:53 | auth | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth locked for idillon via key from 112.15.34.209 Unconventional IOC: Quantum random number deviations | {
"geo_location": "Egypt",
"device_hash": "b4308bb79a7ef01ed0401baf48cb40b9dd9afed831707fc9b013795964ed6472",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 1_1_5 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/13.7s8797.0 Mobile/72K916 Safari/536.0",
"session_id": "79a0e8cc-d2b6-4ce5-84ab-f1be9335c878",
"risk_score": 65.51,
"confidence": 0.17
} | 112.15.34.209 | null | null | null | null | Unconventional IOC: Quantum random number deviations | Auth locked for idillon via key from 112.15.34.209 Unconventional IOC: Quantum random number deviations | locked | null | null | idillon | null | null | null | null | null | null | null | null | null | null | key | d3:f1:b4:0a:7c:c7 | null | null | null | null | null |
5cb5d80f-1fc8-4ea8-b739-cd66cfba1215 | 2025-04-13T20:18:45 | cloud | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|low| desc=Cloud crypto_mining in AWS by ronnierussell MITRE Technique: T1547.001 | {
"geo_location": "Isle of Man",
"device_hash": "0844b8a34dd8d883fde361ef574414cbd336e0f4a487d0de24d150e85bc6e8f7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/4.0)",
"session_id": "61f1178b-7ebb-4368-9646-3c01af260907",
"risk_score": 21.13,
"confidence": 0.84
} | null | null | null | null | null | MITRE Technique: T1547.001 | Cloud crypto_mining in AWS by ronnierussell MITRE Technique: T1547.001 | crypto_mining | null | null | ronnierussell | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-68c591ad |
e80388b2-e91d-404b-9698-7e8637c1f706 | 2025-02-17T06:59:22 | ids_alert | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|high| desc=Zeek Alert: MFA Bypass detected from 67.79.240.243 targeting 108.33.173.199 No additional info noise=paper|street|detail | {
"geo_location": "Ecuador",
"device_hash": "2e4ac6e90e498d704139986ad5d10a4d",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_4) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/57.0.801.0 Safari/536.0",
"session_id": "8b252d21-f9f1-4c6d-af5f-9c2e0a314cad",
"risk_score": 37.27,
"confidence": 0.07
} | 67.79.240.243 | 108.33.173.199 | MFA Bypass | SIG-7555 | Exploit | No additional info | Zeek Alert: MFA Bypass detected from 67.79.240.243 targeting 108.33.173.199 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
61f30200-8885-4870-a9d1-a96f1f689f3a | 2025-07-08T08:38:30 | firewall | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall inspect HTTP traffic from 215.39.228.241:807 to 128.212.176.225:2509 MITRE Technique: T1543.003 | {
"geo_location": "Bahamas",
"device_hash": "d635fc3b065b3fd2423bd2720c4d7acc",
"user_agent": "Opera/9.95.(Windows NT 5.2; yo-NG) Presto/2.9.181 Version/12.00",
"session_id": "71dcf259-8175-405e-852a-734e7fa872f5",
"risk_score": 54.3,
"confidence": 0.72
} | 215.39.228.241 | 128.212.176.225 | null | null | null | MITRE Technique: T1543.003 | Firewall inspect HTTP traffic from 215.39.228.241:807 to 128.212.176.225:2509 MITRE Technique: T1543.003 | inspect | 756,677 | HTTP | null | null | null | null | null | null | null | null | 807 | 2,509 | 3,289 | null | null | null | null | null | null | null |
03f0a64f-cbf0-4a57-82a8-51908f9b223d | 2025-01-21T12:28:06 | ai | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|high| desc=AI system model_inversion by hallmark No additional info | {
"geo_location": "Russia",
"device_hash": "ddbdf77349cc6bf7e1ba875da91b94fb8f602a3fa0988cb103eeeb94f302162c",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/533.47.2 (KHTML, like Gecko) Version/5.1 Safari/533.47.2",
"session_id": "250a6523-f1ed-4c26-a441-7c66ed7bacf7",
"risk_score": 44.8,
"confidence": 0.93
} | null | null | null | null | null | No additional info | AI system model_inversion by hallmark No additional info | model_inversion | null | null | hallmark | null | null | null | null | null | null | null | null | null | null | null | null | model-fe411155 | 494d474b149afcb27b3d1135e38b1a16 | f88179722f65c25289fddd2379f382c3 | null | null |
0360fa59-4b2d-410b-9630-bf3c5c4eaca4 | 2025-02-20T02:21:55 | auth | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|info| desc=Auth failed for vfranklin via OAuth from 175.213.132.231 No additional info | {
"geo_location": "Netherlands Antilles",
"device_hash": "e78f9af4c9168692cd67ad0a832125ad8de8d0b2d9700d5770a990fa5f5c32c2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.2; Trident/5.1)",
"session_id": "a1844f33-3e78-4e4a-aca5-ae9c1f77bcf0",
"risk_score": 52.22,
"confidence": 0.02
} | 175.213.132.231 | null | null | null | null | No additional info | Auth failed for vfranklin via OAuth from 175.213.132.231 No additional info | failed | null | null | vfranklin | null | null | null | null | null | null | null | null | null | null | OAuth | e6:d7:67:d2:77:e7 | null | null | null | null | null |
c02f1330-dc91-4397-bb44-b25ff6d90ad8 | 2025-02-04T19:54:40 | iot | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat sensor_spoofing No additional info noise=QW1vbmcu | {
"geo_location": "Guinea-Bissau",
"device_hash": "1c28fac28554e4c85b52ad644ecfed83",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/3.0)",
"session_id": "c12a4451-9e37-40e5-84e9-cf268f646fb8",
"risk_score": 57.74,
"confidence": 0.6
} | null | null | null | null | null | No additional info | IoT device Thermostat sensor_spoofing No additional info | sensor_spoofing | null | null | null | null | null | null | null | Thermostat | iot-e6e1d308 | 4.9 | null | null | null | null | null | null | null | null | null | null |
add1f379-52fd-4488-b854-f401233667a6 | 2025-03-31T03:00:04 | auth | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|low| desc=Auth locked for kgarner via biometric from 138.255.89.240 MITRE Technique: T1053.005 | Associated Threat Actor: BlueNoroff | {
"geo_location": "Chad",
"device_hash": "67b063e2b201453ffbb259689926c929f56b289d63c530d26245862c1f551fc5",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/2794-05-28 16:34:03 Firefox/10.0",
"session_id": "6044ce8a-1772-4a02-8ed8-52c918e1e89b",
"risk_score": 52.49,
"confidence": 0.67
} | 138.255.89.240 | null | null | null | null | MITRE Technique: T1053.005 | Associated Threat Actor: BlueNoroff | Auth locked for kgarner via biometric from 138.255.89.240 MITRE Technique: T1053.005 | Associated Threat Actor: BlueNoroff | locked | null | null | kgarner | null | null | null | null | null | null | null | null | null | null | biometric | 65:ba:d5:b7:1f:4a | null | null | null | null | null |
d73ec5eb-fb5a-43ce-b462-c54170a33bed | 2025-05-23T10:14:27 | cloud | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in Azure by hannah64 No additional info | {
"geo_location": "Costa Rica",
"device_hash": "33462b29990742c549c4f96856b950b9",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_2_1 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/9.6k0515.0 Mobile/93S653 Safari/532.0",
"session_id": "c46b1e95-b236-4c65-b7d0-f322b5da0791",
"risk_score": 72.3,
"confidence": 0.48
} | null | null | null | null | null | No additional info | Cloud shadow_it in Azure by hannah64 No additional info | shadow_it | null | null | hannah64 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-a24a33bf |
a6ccf6a5-35ec-493a-b658-689b598cb8ed | 2025-01-25T11:56:05 | network | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|low| desc=Network beaconing from 103.103.12.22 to 174.90.62.63 MITRE Technique: T1071.001 | {
"geo_location": "Colombia",
"device_hash": "58ce2857c1a6ed711d5cd14990e6ad7116330386",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/27.0.837.0 Safari/536.0",
"session_id": "2d1c5253-47f8-436f-ad8a-f604c7f36cbd",
"risk_score": 48.66,
"confidence": 0.24
} | 103.103.12.22 | 174.90.62.63 | null | null | null | MITRE Technique: T1071.001 | Network beaconing from 103.103.12.22 to 174.90.62.63 MITRE Technique: T1071.001 | beaconing | 694,470 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7036ba2c-be13-41c6-80e6-11126cbb01dc | 2027-10-11T09:09:57 | endpoint | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint driver_load /next/successful.css by sanderson MITRE Technique: T1543.003 | Unconventional IOC: Quantum random number deviations | {
"geo_location": "Cuba",
"device_hash": "2cedc5d11652bc2f786c3f967429818c",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/16.0.883.0 Safari/535.0",
"session_id": "4c711f42-2133-4e83-a9e6-fe3d8088c276",
"risk_score": 25.9,
"confidence": 0.09
} | null | null | null | null | null | MITRE Technique: T1543.003 | Unconventional IOC: Quantum random number deviations | Endpoint driver_load /next/successful.css by sanderson MITRE Technique: T1543.003 | Unconventional IOC: Quantum random number deviations | driver_load | null | null | sanderson | /next/successful.css | 918 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7d799857-ec03-4344-8107-a0e06c20dbf8 | 2025-04-28T19:17:26 | 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 opearson No additional info | {
"geo_location": "Burundi",
"device_hash": "e265ab3bdbfd3de3546c4782f924ca2687debbf5c1dec1e8485d30ca57e2819d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Win 9x 4.90; Trident/4.0)",
"session_id": "4f516a4f-5332-48c2-a224-30490ba43749",
"risk_score": 9.2,
"confidence": 0.75
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by opearson No additional info | training_data_poisoning | null | null | opearson | null | null | null | null | null | null | null | null | null | null | null | null | model-7465fb50 | 2575bb3985da23ae8b4343e09e64060b | 89bc4a2b6dc05543aa4b8e9e89a3e4cb | null | null |
151e1550-088d-430a-a59c-b6bc300d19c4 | 2027-01-12T22:01:07 | network | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 92.139.4.238 to 138.222.87.229 DGA domain detected | {
"geo_location": "Netherlands",
"device_hash": "aff8736ef7a94d8d10b3a022d7626bddb4f2dcf3",
"user_agent": "Opera/8.48.(Windows NT 5.1; fo-FO) Presto/2.9.189 Version/12.00",
"session_id": "ca7ff09b-cc18-4814-a010-c80bcf2d877b",
"risk_score": 65.53,
"confidence": 0.16
} | 92.139.4.238 | 138.222.87.229 | null | null | null | DGA domain detected | Network bandwidth_usage from 92.139.4.238 to 138.222.87.229 DGA domain detected | bandwidth_usage | 458,492 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cca16af9-0471-46b0-b4d8-2f976c227e22 | 2025-07-06T07:16:33 | auth | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|low| desc=Auth failed for breed via biometric from 206.126.70.251 MITRE Technique: T1547.001 | {
"geo_location": "Hong Kong",
"device_hash": "6cc90a6271621919f92296dbe0bf21843bbff7615016216419bdc90a394ffbfb",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 2_2_1 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) CriOS/54.0.838.0 Mobile/56M372 Safari/535.1",
"session_id": "2e5fa18b-ba9f-48ee-bb44-488864e5e6f9",
"risk_score": 31.22,
"confidence": 0.64
} | 206.126.70.251 | null | null | null | null | MITRE Technique: T1547.001 | Auth failed for breed via biometric from 206.126.70.251 MITRE Technique: T1547.001 | failed | null | null | breed | null | null | null | null | null | null | null | null | null | null | biometric | 32:c6:0a:ab:fe:03 | null | null | null | null | null |
86eba494-766d-4576-9e04-987636b03534 | 2025-06-22T10:56:45 | cloud | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|high| desc=Cloud config_change in OCI by michael44 MITRE Technique: T1574.002 noise=3DD25BA2 | {
"geo_location": "Kuwait",
"device_hash": "1bb4c37548e371b0a57b3fe71cf8e2814f4ce5f76d13607da36626ecdfacd95c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Win 9x 4.90; Trident/3.0)",
"session_id": "96730fb7-8159-4e6e-bdd1-24277138874d",
"risk_score": 58.74,
"confidence": 0.97
} | null | null | null | null | null | MITRE Technique: T1574.002 | Cloud config_change in OCI by michael44 MITRE Technique: T1574.002 | config_change | null | null | michael44 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-87198ae3 |
ecd9a3dc-f2f0-47bb-abbf-bdaeca490bf1 | 2025-02-13T02:11:49 | cloud | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|low| desc=Cloud container_escape in Azure by gregoryadams No additional info noise=night|reality|just | {
"geo_location": "Equatorial Guinea",
"device_hash": "fbf095f5e911a87cc8d8c1f279686c112ea5abf55b1dea2a1e7fa6fb3805cc02",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/5556-10-13 12:19:06 Firefox/3.8",
"session_id": "4efc73ac-a7ee-4f04-b3a1-3bbc9cb63dd6",
"risk_score": 7.42,
"confidence": 0.96
} | null | null | null | null | null | No additional info | Cloud container_escape in Azure by gregoryadams No additional info | container_escape | null | null | gregoryadams | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-07411000 |
74cb8e58-f892-4de4-8f6b-bf4ace51b8f3 | 2025-01-24T03:46:51 | endpoint | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection difficult by patrickjohnson No additional info | {
"geo_location": "Gabon",
"device_hash": "8fd7ee07275fd4079017e1cfa1e1fafc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/4.1)",
"session_id": "2b6baff9-cce1-44b4-8778-3f53c844d5e9",
"risk_score": 67.38,
"confidence": 0.46
} | null | null | null | null | null | No additional info | Endpoint memory_injection difficult by patrickjohnson No additional info | memory_injection | null | null | patrickjohnson | difficult | 5,286 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
09e9b5f5-1821-4c42-9a5c-6d4d563b1b55 | 2024-04-04T02:21:23 | firewall | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine UDP traffic from 177.136.127.26:619 to 214.126.29.221:883 MITRE Technique: T1134.001 | Associated Threat Actor: Sandworm Team | {
"geo_location": "Netherlands",
"device_hash": "50285f09fd48ce9faf4f176ef845209d176c2ab2",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/531.42.1 (KHTML, like Gecko) Version/5.0.5 Safari/531.42.1",
"session_id": "0d322544-e666-4304-83ab-8884619cc43a",
"risk_score": 46.72,
"confidence": 0.37
} | 177.136.127.26 | 214.126.29.221 | null | null | null | MITRE Technique: T1134.001 | Associated Threat Actor: Sandworm Team | Firewall quarantine UDP traffic from 177.136.127.26:619 to 214.126.29.221:883 MITRE Technique: T1134.001 | Associated Threat Actor: Sandworm Team | quarantine | 524,731 | UDP | null | null | null | null | null | null | null | null | 619 | 883 | 3,284 | null | null | null | null | null | null | null |
24314afc-114b-4e24-8df4-04f1155a3027 | 2025-04-30T23:46:29 | iot | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|low| desc=IoT device Camera battery_drain No additional info | {
"geo_location": "Equatorial Guinea",
"device_hash": "07e6c44d3e587ca10c25f062a1b0773d684cdeff7d3593f23aed4931c1bf9e47",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 4.0; Trident/5.0)",
"session_id": "91ed2b9f-02a9-40b0-9a4c-45c05d19a93c",
"risk_score": 39.2,
"confidence": 0.39
} | null | null | null | null | null | No additional info | IoT device Camera battery_drain No additional info | battery_drain | null | null | null | null | null | null | null | Camera | iot-0cf5dc8b | 3.1 | null | null | null | null | null | null | null | null | null | null |
e67024e6-4326-48e5-afbf-3010228c8d93 | 2025-03-18T03:16:33 | firewall | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|high| desc=Firewall drop NTP traffic from 196.56.104.75:843 to 139.234.249.113:51 No additional info | {
"geo_location": "Portugal",
"device_hash": "9df9ce5eedd6df7a61baf07b81da2c28dfa4afc0",
"user_agent": "Mozilla/5.0 (Linux; Android 5.1.1) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/25.0.808.0 Safari/534.2",
"session_id": "2abcc0c2-eb53-4f80-9281-79064bc0d814",
"risk_score": 35.61,
"confidence": 0.71
} | 196.56.104.75 | 139.234.249.113 | null | null | null | No additional info | Firewall drop NTP traffic from 196.56.104.75:843 to 139.234.249.113:51 No additional info | drop | 547,648 | NTP | null | null | null | null | null | null | null | null | 843 | 51 | 1,123 | null | null | null | null | null | null | null |
082a1030-fddb-4443-9eb7-770c5599c9ec | 2025-02-11T22:14:46 | cloud | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|high| desc=Cloud lambda_execution in GCP by rmoreno No additional info | {
"geo_location": "Japan",
"device_hash": "e5fef2d56e55080daf27b13ad86c62a61cb61f8fd6098231dea0fff27a7aab4e",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/40.0.867.0 Safari/535.0",
"session_id": "9bcd1e3d-3d45-4d3d-acb1-9aca8700e1ee",
"risk_score": 66.31,
"confidence": 0.01
} | null | null | null | null | null | No additional info | Cloud lambda_execution in GCP by rmoreno No additional info | lambda_execution | null | null | rmoreno | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-34931e0e |
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