event_id stringlengths 36 36 | timestamp timestamp[s]date 2020-07-12 21:38:20 2030-07-10 06:49:21 | event_type stringclasses 8
values | source stringclasses 20
values | severity stringclasses 6
values | raw_log stringlengths 91 282 | advanced_metadata dict | user stringlengths 3 22 ⌀ | action stringclasses 55
values | object stringlengths 1 32 ⌀ | process_id int64 100 10k ⌀ | parent_process stringclasses 4
values | additional_info stringlengths 18 148 | description stringlengths 45 225 | behavioral_analytics dict | device_type stringclasses 5
values | device_id stringlengths 12 12 ⌀ | firmware_version stringclasses 100
values | src_ip stringlengths 8 15 ⌀ | dst_ip stringlengths 3 15 ⌀ | alert_type stringclasses 17
values | signature_id stringlengths 8 8 ⌀ | category stringclasses 5
values | cloud_service stringclasses 5
values | resource_id stringlengths 12 12 ⌀ | model_id stringlengths 14 14 ⌀ | input_hash stringlengths 32 64 ⌀ | output_hash stringlengths 32 64 ⌀ | src_port int64 1 65.5k ⌀ | dst_port int64 1 65.5k ⌀ | protocol stringclasses 10
values | bytes int64 105 1,000k ⌀ | duration int64 1 3.6k ⌀ | method stringclasses 7
values | mac_address stringlengths 17 17 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6bfa6fe4-0f11-47c0-b56e-b111d3ca385a | 2025-04-19T06:00:09 | ids_alert | AlienVault v5.7.0 | emergency | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|emergency| desc=AlienVault Alert: DDoS detected from 10.4.81.146 targeting 200.127.215.40 No additional info | {
"geo_location": "Korea",
"device_hash": "8b012277467ed26328161a5bca003ed56b034ba5a8551c1cbd738902af467277",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/44.0.869.0 Safari/531.2",
"session_id": "3b96f6c9-70e2-43ab-be11-c74a687079f4",
"risk_score": 85.96,
"confide... | null | null | null | null | null | No additional info | AlienVault Alert: DDoS detected from 10.4.81.146 targeting 200.127.215.40 No additional info | null | null | null | null | 10.4.81.146 | 200.127.215.40 | DDoS | SIG-9370 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
52c5e68d-4a0c-45bd-9274-a1ae8b8295f0 | 2025-07-06T10:02:28 | iot | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|low| desc=IoT device Camera command_injection No additional info | {
"geo_location": "Mexico",
"device_hash": "b0642439c39c930a11a0c44075cccc24",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2.1) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/44.0.860.0 Safari/536.1",
"session_id": "d5759860-fb08-48de-a29e-cce35ef1e7a1",
"risk_score": 53.54,
"confidence": 0.14
} | null | command_injection | null | null | null | No additional info | IoT device Camera command_injection No additional info | null | Camera | iot-3e6b4acc | 10.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bb738734-ca51-4e71-966e-4571872042e6 | 2025-05-24T05:20:09 | ai | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|low| desc=AI system api_abuse by joseph51 MITRE Technique: T1071.001 | Associated Threat Actor: Wizard Spider | {
"geo_location": "Barbados",
"device_hash": "fd41528a72a0e86f27435f4b5116dc22d9d50800",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Win 9x 4.90; Trident/3.0)",
"session_id": "c8ef72be-f7d6-4628-bbe7-936e60197f1d",
"risk_score": 43.81,
"confidence": 0.71
} | joseph51 | api_abuse | null | null | null | MITRE Technique: T1071.001 | Associated Threat Actor: Wizard Spider | AI system api_abuse by joseph51 MITRE Technique: T1071.001 | Associated Threat Actor: Wizard Spider | null | null | null | null | null | null | null | null | null | null | null | model-0daf5e45 | 144a82e579f2d73d128715027fa9f7dfe909c360c81ac6dcb286299c94c64be3 | 3471912037e63a2f3401e8b611d90571e0d503dc | null | null | null | null | null | null | null |
e00f3aa7-7ad4-4756-bf5d-ac17cdb4dd9a | 2025-04-13T10:39:32 | iot | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|info| desc=IoT device Medical battery_drain No additional info | {
"geo_location": "Seychelles",
"device_hash": "eefc7e3503a314f176f77c7f98157314",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Win 9x 4.90; Trident/4.0)",
"session_id": "e6e2d1cd-bb7a-4319-8e5d-92460bed3304",
"risk_score": 7.91,
"confidence": 0.05
} | null | battery_drain | null | null | null | No additional info | IoT device Medical battery_drain No additional info | null | Medical | iot-627e2c75 | 8.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f17ebcd2-fed3-4536-99a3-50fe355f958f | 2025-06-09T13:21:24 | ids_alert | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|medium| desc=Snort Alert: MFA Bypass detected from 213.68.77.220 targeting 175.76.145.169 No additional info | {
"geo_location": "Azerbaijan",
"device_hash": "d2d3633499d8f255091837b9f53268d7",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/534.37.5 (KHTML, like Gecko) Version/4.0.5 Safari/534.37.5",
"session_id": "289b980f-da3f-4fd0-879f-b2b5ef759565",
"risk_score": 72.15,
"confidence": 0.9
} | null | null | null | null | null | No additional info | Snort Alert: MFA Bypass detected from 213.68.77.220 targeting 175.76.145.169 No additional info | {
"baseline_deviation": 2.69,
"entropy": 5.92,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 213.68.77.220 | 175.76.145.169 | MFA Bypass | SIG-2084 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
71ba6177-6275-4e92-bbfa-52e0fcb3f2f0 | 2025-01-18T09:39:05 | ids_alert | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|high| desc=Zeek Alert: XSS detected from 40.91.240.202 targeting 33.152.126.199 No additional info | {
"geo_location": "North Korea",
"device_hash": "3c112d7828ef815a41721c739e062ee022f13e2a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/3.0)",
"session_id": "b31daac9-c5c8-4c39-a53a-9f60d0537948",
"risk_score": 37.41,
"confidence": 0.4
} | null | null | null | null | null | No additional info | Zeek Alert: XSS detected from 40.91.240.202 targeting 33.152.126.199 No additional info | null | null | null | null | 40.91.240.202 | 33.152.126.199 | XSS | SIG-3670 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
2e9e66b5-a8dc-4e4c-8aed-3c61412c4f1c | 2025-02-25T04:06:34 | endpoint | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task minute by marvin90 No additional info | {
"geo_location": "Chile",
"device_hash": "9fda83ec76a6aba171214333c21c8e99",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/3.0)",
"session_id": "a789cae7-99c7-4dec-9846-e00d28dc6013",
"risk_score": 46.28,
"confidence": 0.37
} | marvin90 | scheduled_task | minute | 9,069 | explorer.exe | No additional info | Endpoint scheduled_task minute by marvin90 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
018b559f-6069-49b4-a974-2edac7d48afb | 2025-02-07T14:46:54 | cloud | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|high| desc=Cloud shadow_it in OCI by annalong No additional info noise=list/posts/tag | {
"geo_location": "North Korea",
"device_hash": "6ac2a9788b7982357567d3024e280aa1",
"user_agent": "Opera/9.90.(X11; Linux x86_64; hi-IN) Presto/2.9.182 Version/12.00",
"session_id": "4432b796-9358-4801-9982-cd2a8b9a6e3c",
"risk_score": 82.8,
"confidence": 0.02
} | annalong | shadow_it | null | null | null | No additional info | Cloud shadow_it in OCI by annalong No additional info | null | null | null | null | null | null | null | null | null | OCI | res-9f3c9b2f | null | null | null | null | null | null | null | null | null | null |
359376d9-f984-4c4f-b412-79222a08453e | 2025-03-30T04:03:49 | firewall | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only NTP traffic from 7.92.153.133:469 to 92.60.58.58:39 No additional info | {
"geo_location": "Fiji",
"device_hash": "c74dfef2887cbb844065c2fb0c7de37b",
"user_agent": "Mozilla/5.0 (Windows 98) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/27.0.895.0 Safari/531.2",
"session_id": "c409c0d1-491e-4d22-ba0d-ea4541cb0e4e",
"risk_score": 46.69,
"confidence": 0.8
} | null | log-only | null | null | null | No additional info | Firewall log-only NTP traffic from 7.92.153.133:469 to 92.60.58.58:39 No additional info | null | null | null | null | 7.92.153.133 | 92.60.58.58 | null | null | null | null | null | null | null | null | 469 | 39 | NTP | 66,439 | 3,346 | null | null |
e582865a-3486-4f20-b36e-ffa0dd9ba21f | 2025-04-28T04:01:04 | endpoint | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|low| desc=Endpoint driver_load suffer by andersonbenjamin No additional info noise=list/tag | {
"geo_location": "Montenegro",
"device_hash": "9aba54f1e5942a3f9775b603711788e35457bc4c4f12e99ed5dbde942b18860e",
"user_agent": "Opera/9.62.(Windows NT 4.0; bs-BA) Presto/2.9.160 Version/12.00",
"session_id": "3ec714f4-5417-4841-b4cc-e8c9d92e3537",
"risk_score": 61.37,
"confidence": 0.83
} | andersonbenjamin | driver_load | suffer | 1,291 | cmd.exe | No additional info | Endpoint driver_load suffer by andersonbenjamin No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a94434e9-d2bc-476b-a63c-3f63fad68a6f | 2025-04-06T05:48:14 | network | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|info| desc=Network beaconing from 24.209.249.80 to 43.92.195.188 MITRE Technique: T1218.011 noise=TGFyZ2UgcmVkLg== | {
"geo_location": "Bangladesh",
"device_hash": "67efee91f3796ab691211e0b818c74765bd5ed281a7fe86649c65fa377dd846c",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/3189-02-25 01:43:21 Firefox/3.8",
"session_id": "0dbd974a-01d9-4c13-b301-0773dfe70420",
"risk_score": 40.16,
"confidence": 0.15
} | null | beaconing | null | null | null | MITRE Technique: T1218.011 | Network beaconing from 24.209.249.80 to 43.92.195.188 MITRE Technique: T1218.011 | null | null | null | null | 24.209.249.80 | 43.92.195.188 | null | null | null | null | null | null | null | null | null | null | TCP | 629,901 | null | null | null |
3dda91fd-405e-47c3-a04d-6ec8736072ae | 2025-04-15T13:39:08 | network | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|critical| desc=Network disconnection from 59.133.28.197 to 123.174.83.106 No additional info | {
"geo_location": "Nicaragua",
"device_hash": "391775608d587e2b18607b7e4ff63ae41e5ccb0ec2df969e893f8a4a1575400c",
"user_agent": "Opera/8.90.(X11; Linux x86_64; dz-BT) Presto/2.9.189 Version/10.00",
"session_id": "9c55f0c2-1b37-44dd-9b27-9d027baa5651",
"risk_score": 59.13,
"confidence": 0.18
} | null | disconnection | null | null | null | No additional info | Network disconnection from 59.133.28.197 to 123.174.83.106 No additional info | null | null | null | null | 59.133.28.197 | 123.174.83.106 | null | null | null | null | null | null | null | null | null | null | TCP | 591,597 | null | null | null |
2b3a4770-6d01-4c2b-a9e9-3626371b6be6 | 2025-04-20T13:32:40 | iot | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|info| desc=IoT device Medical unusual_activity MITRE Technique: T1078.004 | {
"geo_location": "Poland",
"device_hash": "0762feb923f2b0b0654d782fe38deb2fd0fc4a3e98d15c6e388a704501badfb4",
"user_agent": "Opera/9.22.(Windows NT 10.0; tig-ER) Presto/2.9.186 Version/10.00",
"session_id": "6070ec77-81f1-4bc4-bf85-1d6a3651579d",
"risk_score": 20.28,
"confidence": 0.17
} | null | unusual_activity | null | null | null | MITRE Technique: T1078.004 | IoT device Medical unusual_activity MITRE Technique: T1078.004 | null | Medical | iot-4d608725 | 7.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a839247f-cbd7-4977-ac55-31f962f01abd | 2025-05-15T19:24:35 | network | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 137.202.63.197 to 10.126.34.147 Associated Threat Actor: Scattered Spider noise=RmllbGQu | {
"geo_location": "Tonga",
"device_hash": "ee873949693399aaf589a172713976ca99b68f65",
"user_agent": "Mozilla/5.0 (Linux; Android 7.1) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/51.0.891.0 Safari/535.0",
"session_id": "cb7cf446-dc36-47ba-b7df-737ac42af605",
"risk_score": 57.04,
"confidence": 0.48
} | null | covert_channel | null | null | null | Associated Threat Actor: Scattered Spider | Network covert_channel from 137.202.63.197 to 10.126.34.147 Associated Threat Actor: Scattered Spider | null | null | null | null | 137.202.63.197 | 10.126.34.147 | null | null | null | null | null | null | null | null | null | null | HTTPS | 987,348 | null | null | null |
2db0b25f-0762-45fa-9e89-cece74f3cf2c | 2025-05-11T19:49:29 | ids_alert | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|high| desc=Wazuh Alert: DDoS detected from 5.144.224.19 targeting 3.241.233.222 MITRE Technique: T1543.003 | {
"geo_location": "China",
"device_hash": "42aaf4eeed97d51c5d55fb408eccdb779c316309",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/5.0)",
"session_id": "1f13b18e-f36f-4303-9dad-f27c1b42174a",
"risk_score": 43.6,
"confidence": 0.88
} | null | null | null | null | null | MITRE Technique: T1543.003 | Wazuh Alert: DDoS detected from 5.144.224.19 targeting 3.241.233.222 MITRE Technique: T1543.003 | null | null | null | null | 5.144.224.19 | 3.241.233.222 | DDoS | SIG-8061 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
37731a2b-85bb-4d39-9495-db31b88e4cae | 2025-04-25T17:26:13 | endpoint | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint registry_change /entire/road.docx by vpatel No additional info | {
"geo_location": "Gabon",
"device_hash": "f5c621b430bfd8808b16dd8f06b10e4080534fa063205a34bbb5e24f823941f9",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/532.14.3 (KHTML, like Gecko) Version/5.1 Safari/532.14.3",
"session_id": "4bf0d465-606e-4033-a3f6-a08ffc315eb5",
"risk_scor... | vpatel | registry_change | /entire/road.docx | 5,439 | cmd.exe | No additional info | Endpoint registry_change /entire/road.docx by vpatel No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9fceaa6f-d111-44b4-9cb8-c13aa2ee92ec | 2025-03-15T01:23:33 | ids_alert | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|high| desc=OSSEC Alert: Supply Chain Compromise detected from 133.30.190.99 targeting N/A MITRE Technique: T1053.005 | {
"geo_location": "Cape Verde",
"device_hash": "fb50447e33d24ae16d186b099917f0b38af056eb",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_9 rv:3.0; id-ID) AppleWebKit/532.12.7 (KHTML, like Gecko) Version/5.0.4 Safari/532.12.7",
"session_id": "0dadd77f-5628-421b-adf7-3bfc614e72e1",
"risk_score"... | null | null | null | null | null | MITRE Technique: T1053.005 | OSSEC Alert: Supply Chain Compromise detected from 133.30.190.99 targeting N/A MITRE Technique: T1053.005 | null | null | null | null | 133.30.190.99 | N/A | Supply Chain Compromise | SIG-9552 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
586350ba-da2f-4b84-acfc-d0d71d397c7c | 2025-05-27T18:23:27 | network | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|critical| desc=Network data_exfiltration from 32.63.125.237 to 10.191.55.68 No additional info noise=wp-content/app | {
"geo_location": "Turkey",
"device_hash": "6a8d48ef29ea605f52068d3a031d8699a82a3345",
"user_agent": "Opera/8.65.(X11; Linux i686; iu-CA) Presto/2.9.161 Version/11.00",
"session_id": "2077b998-56cb-4d2c-892d-a0893910332d",
"risk_score": 11.89,
"confidence": 0.15
} | null | data_exfiltration | null | null | null | No additional info | Network data_exfiltration from 32.63.125.237 to 10.191.55.68 No additional info | null | null | null | null | 32.63.125.237 | 10.191.55.68 | null | null | null | null | null | null | null | null | null | null | TCP | 601,204 | null | null | null |
b7bca88c-ef86-40b2-b750-559c1380afa2 | 2025-02-24T21:17:04 | endpoint | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec /forward/player.bmp by heather47 No additional info | {
"geo_location": "Namibia",
"device_hash": "b3b85967772a41805161175ea149f5fe1604b91a",
"user_agent": "Opera/9.88.(X11; Linux i686; bhb-IN) Presto/2.9.180 Version/12.00",
"session_id": "b2053ac5-9e08-4abc-9560-afd680cbb263",
"risk_score": 48.43,
"confidence": 0.29
} | heather47 | wmi_exec | /forward/player.bmp | 7,923 | svchost.exe | No additional info | Endpoint wmi_exec /forward/player.bmp by heather47 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
59d6e8ed-fa8e-4036-bc1e-474932d53b0b | 2025-03-13T08:22:44 | iot | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical firmware_update MITRE Technique: T1218.011 | Associated Threat Actor: Inception Framework | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "beae3db52318d538955c602549c5421e",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 13_7 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/18.2v6689.0 Mobile/42A136 Safari/534.2",
"session_id": "282aa02b-d3fe-4070-994... | null | firmware_update | null | null | null | MITRE Technique: T1218.011 | Associated Threat Actor: Inception Framework | IoT device Medical firmware_update MITRE Technique: T1218.011 | Associated Threat Actor: Inception Framework | null | Medical | iot-18430710 | 5.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
346aa7ea-fc1b-4aff-a73d-adeb2099056c | 2025-05-22T21:06:11 | endpoint | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task /can/many.flac by thull No additional info | {
"geo_location": "China",
"device_hash": "165bf16a3ae27e4f8b634b06c8112092e252f3d80ce655e75901aaa21e893525",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; ber-DZ) AppleWebKit/535.47.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6535.47.6",
"session_id": "27566d90-ced5-4db9-be2... | thull | scheduled_task | /can/many.flac | 3,061 | powershell.exe | No additional info | Endpoint scheduled_task /can/many.flac by thull No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7b06259c-cea7-4848-b9d0-0da9674ff847 | 2025-03-12T07:48:55 | network | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|high| desc=Network protocol_anomaly from 177.117.222.169 to 103.139.64.236 No additional info noise=UG9zc2libGUu | {
"geo_location": "Suriname",
"device_hash": "4c4303340656c7a6d356efa91f9274d04a89a1b6d275b2e9dd20d213f4359773",
"user_agent": "Opera/9.87.(X11; Linux i686; zu-ZA) Presto/2.9.166 Version/12.00",
"session_id": "9fe8841d-cd90-459d-89fd-9d43a8ac311a",
"risk_score": 42.71,
"confidence": 0.48
} | null | protocol_anomaly | null | null | null | No additional info | Network protocol_anomaly from 177.117.222.169 to 103.139.64.236 No additional info | null | null | null | null | 177.117.222.169 | 103.139.64.236 | null | null | null | null | null | null | null | null | null | null | HTTPS | 56,765 | null | null | null |
2be40b0d-bbb8-4d64-8bb6-919227ffcc55 | 2025-05-18T05:48:39 | endpoint | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|info| desc=Endpoint wmi_exec four by edgarmiller No additional info | {
"geo_location": "French Southern Territories",
"device_hash": "b6717a2c3b4e5f828973aa2fa3cf7c99",
"user_agent": "Opera/9.68.(X11; Linux i686; lzh-TW) Presto/2.9.186 Version/11.00",
"session_id": "6b98348b-140f-48f6-8b3c-7e7e1746d0aa",
"risk_score": 76.79,
"confidence": 0.04
} | edgarmiller | wmi_exec | four | 529 | svchost.exe | No additional info | Endpoint wmi_exec four by edgarmiller No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bd6e352d-9ed8-4a8a-8d88-ddf234bfb1c3 | 2025-03-06T05:13:43 | iot | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical physical_tamper No additional info | {
"geo_location": "Armenia",
"device_hash": "fd08cbe9291ae75214754357cfb9ce24e571df56063c7ae7d2bf7250f65bea8b",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_4 rv:5.0; en-BW) AppleWebKit/535.5.7 (KHTML, like Gecko) Version/4.0 Safari/535.5.7",
"session_id": "c094b00b-1147-4f1c-a876-6505e10c6611",
... | null | physical_tamper | null | null | null | No additional info | IoT device Medical physical_tamper No additional info | null | Medical | iot-b18caef2 | 2.2 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f3dbc207-8b0f-45ad-9b63-eff17d1eed77 | 2025-03-07T04:47:06 | ids_alert | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|medium| desc=Elastic SIEM Alert: Domain Fronting detected from 189.163.134.107 targeting N/A MITRE Technique: T1566.001 | {
"geo_location": "Ireland",
"device_hash": "2d4270c5c3d8a28fee18c505a4afd9fb0f88f6cb",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; sw-KE) AppleWebKit/534.37.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B117 Safari/6534.37.4",
"session_id": "f8e90f88-7f7a-485c-807b-b530c7fe7207",
"ris... | null | null | null | null | null | MITRE Technique: T1566.001 | Elastic SIEM Alert: Domain Fronting detected from 189.163.134.107 targeting N/A MITRE Technique: T1566.001 | null | null | null | null | 189.163.134.107 | N/A | Domain Fronting | SIG-4935 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
c289bade-632e-47d5-8358-b14ff5c41391 | 2025-06-07T08:09:58 | ai | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|info| desc=AI system fine_tuning by bradleycarey No additional info noise=guy|market|entire | {
"geo_location": "Chad",
"device_hash": "c637a298dc7abecc890b7d75afced69d82823758c22ea754b658e739b84dde35",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; ckb-IQ; rv:1.9.1.20) Gecko/7621-03-21 19:32:50 Firefox/7.0",
"session_id": "5c4f40d7-d688-45cb-9fb4-c28cb9d91506",
"risk_score": 34.9,
"confidence": 0.47
} | bradleycarey | fine_tuning | null | null | null | No additional info | AI system fine_tuning by bradleycarey No additional info | null | null | null | null | null | null | null | null | null | null | null | model-73513a96 | a69d597f5429e3cb1cbc7b67e3770cde61d26b3e | 26a613993d2ecbd68a4a13438c4a633ee9c42a24d0b4f566fbb37ee1c7d09d96 | null | null | null | null | null | null | null |
47358a6b-6878-48d3-b5da-d5d99683a10f | 2025-03-08T04:51:30 | cloud | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|info| desc=Cloud config_change in Alibaba by tharris No additional info noise=heart|benefit|beat | {
"geo_location": "Botswana",
"device_hash": "c7ab3ae1e599885a11bfeac14e37184b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/5.1)",
"session_id": "4a9d795e-df0e-439d-b808-64deb81289fd",
"risk_score": 60.66,
"confidence": 0.69
} | tharris | config_change | null | null | null | No additional info | Cloud config_change in Alibaba by tharris No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-a087c410 | null | null | null | null | null | null | null | null | null | null |
7a132fb6-ecb9-4c21-8d7b-e0863abde118 | 2025-01-28T08:56:57 | ids_alert | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|low| desc=Elastic SIEM Alert: Brute Force detected from 113.85.95.88 targeting 10.148.162.176 No additional info | {
"geo_location": "Bhutan",
"device_hash": "fafbf631c589bdd6655559d9e82a22ac",
"user_agent": "Opera/8.81.(Windows NT 5.01; kn-IN) Presto/2.9.187 Version/11.00",
"session_id": "3aee8a61-69e8-4c33-a886-d4b3e8218ee9",
"risk_score": 29.54,
"confidence": 0.22
} | null | null | null | null | null | No additional info | Elastic SIEM Alert: Brute Force detected from 113.85.95.88 targeting 10.148.162.176 No additional info | null | null | null | null | 113.85.95.88 | 10.148.162.176 | Brute Force | SIG-2953 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
9d4c259b-8f5d-424d-aa98-f9183c5e4abb | 2025-06-18T05:53:51 | iot | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera side_channel Unconventional IOC: CPU microcode changes | {
"geo_location": "Burkina Faso",
"device_hash": "4a4d615d93b32a81ed7d76cf771e7559",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 2_2_1 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) CriOS/42.0.869.0 Mobile/97D438 Safari/536.0",
"session_id": "5dcf4e14-107d-48b2-b510-d9e629d37a28",
"risk_score": 43.93,... | null | side_channel | null | null | null | Unconventional IOC: CPU microcode changes | IoT device Camera side_channel Unconventional IOC: CPU microcode changes | null | Camera | iot-cef74901 | 1.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c23c0caf-4b70-41dc-a161-df4aef65fe41 | 2025-01-20T07:37:30 | auth | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|high| desc=Auth challenge for riveraanita via SAML from 212.56.40.170 No additional info | {
"geo_location": "Netherlands Antilles",
"device_hash": "efb3e617e8584cd0c685b30a4ecb38285d50055c3091560b425f81b8a2c083ed",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; bg-BG) AppleWebKit/533.38.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6533.38.5",
"session_id": "28fd32ff... | riveraanita | challenge | null | null | null | No additional info | Auth challenge for riveraanita via SAML from 212.56.40.170 No additional info | null | null | null | null | 212.56.40.170 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | ca:fd:16:4d:81:69 |
9f8c3b60-3150-4c88-b5ed-5e53d163f320 | 2025-02-15T04:51:42 | auth | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|info| desc=Auth failed for jamesthomas via password from 205.204.216.215 MITRE Technique: T1574.002 | {
"geo_location": "Trinidad and Tobago",
"device_hash": "888d8466afbbb39dabd492d490132eeb",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/2675-05-08 22:20:41 Firefox/3.6.15",
"session_id": "ec6b9d68-b47f-4a7b-ad70-a4e7ca840976",
"risk_score": 58.97,
"confidence": 0.07
} | jamesthomas | failed | null | null | null | MITRE Technique: T1574.002 | Auth failed for jamesthomas via password from 205.204.216.215 MITRE Technique: T1574.002 | {
"baseline_deviation": 2.37,
"entropy": 7.81,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 205.204.216.215 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 39:48:18:03:3a:67 |
37ab675c-82b9-4408-9ff3-11fee8a1e892 | 2025-03-06T00:27:38 | ids_alert | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|high| desc=AlienVault Alert: DDoS detected from 158.186.69.80 targeting 26.92.32.214 Obfuscated payload detected | {
"geo_location": "Greece",
"device_hash": "d43745fd5dcb9da589f4a74fb00da30ffe615e81",
"user_agent": "Opera/9.62.(Windows 98; Win 9x 4.90; tt-RU) Presto/2.9.167 Version/11.00",
"session_id": "aaca8c5c-72f2-4067-9429-4d9f6a3ca485",
"risk_score": 44.63,
"confidence": 0.53
} | null | null | null | null | null | Obfuscated payload detected | AlienVault Alert: DDoS detected from 158.186.69.80 targeting 26.92.32.214 Obfuscated payload detected | null | null | null | null | 158.186.69.80 | 26.92.32.214 | DDoS | SIG-1085 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
36adfb66-5739-4242-871f-dbca1752382a | 2025-05-02T04:04:06 | iot | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|low| desc=IoT device Camera command_injection No additional info | {
"geo_location": "Trinidad and Tobago",
"device_hash": "a49b800d6e5f6b5aeaa74c2c55353cd2b4505fee",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_2; rv:1.9.3.20) Gecko/5779-02-13 09:51:19 Firefox/3.8",
"session_id": "66561278-d946-42a0-bf84-8920a2a4d5ee",
"risk_score": 66.05,
"confidence": 0.8... | null | command_injection | null | null | null | No additional info | IoT device Camera command_injection No additional info | null | Camera | iot-affd0814 | 8.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cb2aab8e-30de-42e3-bacc-93d94e9b8839 | 2025-05-01T20:16:21 | 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 104.11.20.232 to 75.236.191.254 Associated Threat Actor: APT41 | {
"geo_location": "Sweden",
"device_hash": "1e7c08cda03cffde762cd15cbe11862b55e971d4d736320083b099f7a93cbd25",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/2060-04-12 23:19:15 Firefox/3.8",
"session_id": "51309163-2a3f-4c2a-bb55-bd9d0af05774",
"risk_score": 56.09,
"confidence": 0.09
} | null | bandwidth_usage | null | null | null | Associated Threat Actor: APT41 | Network bandwidth_usage from 104.11.20.232 to 75.236.191.254 Associated Threat Actor: APT41 | null | null | null | null | 104.11.20.232 | 75.236.191.254 | null | null | null | null | null | null | null | null | null | null | TCP | 578,653 | null | null | null |
67f9a587-3de3-45f6-a092-3ebf655c4cd4 | 2025-03-30T05:40:06 | firewall | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|high| desc=Firewall inspect RDP traffic from 93.83.33.186:677 to 200.49.30.102:158 MITRE Technique: T1059.001 | Beaconing behavior detected | {
"geo_location": "Norfolk Island",
"device_hash": "a15852c3df54a60dc316823df3cba4b0db5fc2b3",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/531.27.6 (KHTML, like Gecko) Version/4.0 Safari/531.27.6",
"session_id": "d47fb5d3-260f-4ae8-8fef-751ea394e6b6",
"risk_score": 35.45,
"confidence... | null | inspect | null | null | null | MITRE Technique: T1059.001 | Beaconing behavior detected | Firewall inspect RDP traffic from 93.83.33.186:677 to 200.49.30.102:158 MITRE Technique: T1059.001 | Beaconing behavior detected | null | null | null | null | 93.83.33.186 | 200.49.30.102 | null | null | null | null | null | null | null | null | 677 | 158 | RDP | 170,501 | 252 | null | null |
56ee5d76-9676-4cdd-8315-ef52940771f4 | 2025-03-19T02:27:02 | network | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 52.178.155.239 to 202.16.240.29 No additional info | {
"geo_location": "Jordan",
"device_hash": "9bddbb7426e4bad41f586488fae1029a10b690b6",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/533.35.5 (KHTML, like Gecko) Version/5.0 Safari/533.35.5",
"session_id": "ef283db0-9341-48ee-bf26-11912cded493",
"risk_score": 44.85,
"confidence": 0.89
... | null | covert_channel | null | null | null | No additional info | Network covert_channel from 52.178.155.239 to 202.16.240.29 No additional info | null | null | null | null | 52.178.155.239 | 202.16.240.29 | null | null | null | null | null | null | null | null | null | null | TCP | 693,687 | null | null | null |
f681234f-ca8b-49e4-9a33-73cc62daf6e7 | 2025-04-18T17:53:45 | endpoint | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load /parent/plan.mp3 by jenny49 Unconventional IOC: Power consumption spikes noise=these|industry|voice | {
"geo_location": "Israel",
"device_hash": "414edfa7f2ad7819dbc3ebe4be9234ea9a86fe39",
"user_agent": "Mozilla/5.0 (Windows NT 5.01; rw-RW; rv:1.9.1.20) Gecko/6829-02-08 00:42:17 Firefox/3.6.19",
"session_id": "89a5a57b-657d-41f2-9c53-95dea9f34ecf",
"risk_score": 90.5,
"confidence": 0.01
} | jenny49 | driver_load | /parent/plan.mp3 | 2,210 | powershell.exe | Unconventional IOC: Power consumption spikes | Endpoint driver_load /parent/plan.mp3 by jenny49 Unconventional IOC: Power consumption spikes | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dad6dc67-0be8-4127-af3c-049008832e75 | 2025-02-06T12:06:07 | auth | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|info| desc=Auth challenge for william41 via biometric from 199.103.83.95 No additional info | {
"geo_location": "Afghanistan",
"device_hash": "60ca5bef82b0ad3e77f5f8ed5152c5e262ab7675",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 10.0; Trident/4.1)",
"session_id": "bb19633d-820f-4cb5-a331-8b3c702405ff",
"risk_score": 44.82,
"confidence": 0.56
} | william41 | challenge | null | null | null | No additional info | Auth challenge for william41 via biometric from 199.103.83.95 No additional info | null | null | null | null | 199.103.83.95 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 76:2a:d6:59:59:ae |
81731c4c-9ea2-494d-a38a-efc26885a91c | 2025-05-17T17:16:15 | auth | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|medium| desc=Auth success for ugreen via passwordless from 149.137.247.170 Unconventional IOC: UEFI variable tampering | {
"geo_location": "Saint Martin",
"device_hash": "6a6a2c13eebc9513d81abcfa1ec408a63a84794d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/535.40.5 (KHTML, like Gecko) Version/4.1 Safari/535.40.5",
"session_id": "ffa968cc-17f8-401f-9d3c-1fa8220a2a11",
"risk_score": 43.08,
"confidence"... | ugreen | success | null | null | null | Unconventional IOC: UEFI variable tampering | Auth success for ugreen via passwordless from 149.137.247.170 Unconventional IOC: UEFI variable tampering | null | null | null | null | 149.137.247.170 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 59:f8:86:9a:f3:82 |
b0dcd11c-4e4f-4574-adba-c4105751f344 | 2025-05-11T11:26:33 | iot | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|critical| desc=IoT device Sensor sensor_spoofing No additional info | {
"geo_location": "Turks and Caicos Islands",
"device_hash": "87a10f2a7a5f915936866017e143f5c0ed6189c2",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_2 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) CriOS/26.0.871.0 Mobile/34C890 Safari/536.1",
"session_id": "3075db5f-6213-4650-808a-2c82f874ff22",
"... | null | sensor_spoofing | null | null | null | No additional info | IoT device Sensor sensor_spoofing No additional info | {
"baseline_deviation": 1.88,
"entropy": 4.6,
"frequency_anomaly": true,
"sequence_anomaly": false
} | Sensor | iot-22e0628a | 3.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b4e66169-885e-4a92-8ef4-41f08fe341be | 2025-06-22T04:50:43 | firewall | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|low| desc=Firewall allow DNS traffic from 10.111.20.249:39790 to 14.149.84.191:64965 Unconventional IOC: Power consumption spikes | {
"geo_location": "Dominican Republic",
"device_hash": "4016ab79df916bdbc702af0ac066e004",
"user_agent": "Opera/8.60.(X11; Linux x86_64; lij-IT) Presto/2.9.162 Version/10.00",
"session_id": "cb378b70-d57f-467d-98a1-70eb055b63b6",
"risk_score": 58.76,
"confidence": 0.58
} | null | allow | null | null | null | Unconventional IOC: Power consumption spikes | Firewall allow DNS traffic from 10.111.20.249:39790 to 14.149.84.191:64965 Unconventional IOC: Power consumption spikes | null | null | null | null | 10.111.20.249 | 14.149.84.191 | null | null | null | null | null | null | null | null | 39,790 | 64,965 | DNS | 868,267 | 844 | null | null |
5ad2828c-2214-487f-bfde-81a4a8d94384 | 2025-02-20T23:00:49 | firewall | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|high| desc=Firewall inspect ICMP traffic from 26.26.67.4:7626 to 10.246.135.164:85 No additional info | {
"geo_location": "Lao People's Democratic Republic",
"device_hash": "7d9a1b3236a9ab36bc1ea0940489f922",
"user_agent": "Mozilla/5.0 (Windows 95; an-ES; rv:1.9.1.20) Gecko/3735-09-11 10:59:00 Firefox/3.8",
"session_id": "3e752af6-09d5-4537-859b-74c3794121c1",
"risk_score": 30.2,
"confidence": 0.92
} | null | inspect | null | null | null | No additional info | Firewall inspect ICMP traffic from 26.26.67.4:7626 to 10.246.135.164:85 No additional info | null | null | null | null | 26.26.67.4 | 10.246.135.164 | null | null | null | null | null | null | null | null | 7,626 | 85 | ICMP | 542,714 | 1,088 | null | null |
960caee8-7c8f-4bfc-bee4-388cf209212d | 2025-02-05T10:21:23 | iot | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera protocol_violation No additional info | {
"geo_location": "Zambia",
"device_hash": "871495ff72f63ce09a0e21bcfa7239e1",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/531.14.6 (KHTML, like Gecko) Version/4.0.1 Safari/531.14.6",
"session_id": "4024b3a9-2ea8-4607-962a-6a673c9afacb",
"risk_score": 50.29,
"confidence": 0.75
} | null | protocol_violation | null | null | null | No additional info | IoT device Camera protocol_violation No additional info | null | Camera | iot-80516c30 | 5.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3ab806d5-e2cb-4fde-a10c-ddd06dc2a531 | 2025-05-22T03:15:36 | auth | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|low| desc=Auth challenge for monicaflowers via SAML from 49.112.220.114 Possible golden ticket usage | {
"geo_location": "Myanmar",
"device_hash": "8abef6e04fb091fdc46883fee0d1c0ce19595f9879d0cc0a872ea88b42bea54d",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; ca-ES) AppleWebKit/534.7.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6534.7.4",
"session_id": "bdf326c8-9de7-4d6e-b213... | monicaflowers | challenge | null | null | null | Possible golden ticket usage | Auth challenge for monicaflowers via SAML from 49.112.220.114 Possible golden ticket usage | null | null | null | null | 49.112.220.114 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | e7:88:c7:68:7c:c0 |
5ba8553c-5c02-4136-a707-a11fcc1a337f | 2025-07-10T06:28:22 | ids_alert | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|critical| desc=Elastic SIEM Alert: Zero-Day Exploit detected from 207.166.9.80 targeting N/A No additional info | {
"geo_location": "Kazakhstan",
"device_hash": "fa3f51bda0a68426b427f75f7f7016a5",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/51.0.819.0 Safari/535.1",
"session_id": "ddb21db0-c4ce-49c9-809e-01c22bf2472d",
"risk_score": 46.35,
"confidence": 0.16
} | null | null | null | null | null | No additional info | Elastic SIEM Alert: Zero-Day Exploit detected from 207.166.9.80 targeting N/A No additional info | null | null | null | null | 207.166.9.80 | N/A | Zero-Day Exploit | SIG-9775 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
56299440-eed8-4717-8e3a-0e3ec4a5aaa9 | 2025-06-26T12:51:44 | firewall | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|info| desc=Firewall inspect RDP traffic from 10.231.243.8:987 to 35.193.153.143:592 No additional info noise=61A43D5F | {
"geo_location": "Nicaragua",
"device_hash": "f9c078295abffb78965d266e2c91f58567f174e6",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_8; rv:1.9.5.20) Gecko/4601-07-30 14:55:41 Firefox/3.8",
"session_id": "4ae9e544-b4df-4da9-8c23-bee17cb2c889",
"risk_score": 72.07,
"confidence": 0.57
} | null | inspect | null | null | null | No additional info | Firewall inspect RDP traffic from 10.231.243.8:987 to 35.193.153.143:592 No additional info | null | null | null | null | 10.231.243.8 | 35.193.153.143 | null | null | null | null | null | null | null | null | 987 | 592 | RDP | 405,993 | 2,666 | null | null |
28636235-5123-4554-b8d0-adb66022ca95 | 2025-01-21T11:40:21 | iot | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|info| desc=IoT device Camera firmware_update No additional info | {
"geo_location": "United States Minor Outlying Islands",
"device_hash": "b8a2e741159e6c37ba3b8f7b107b994ae49b651a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/3.0)",
"session_id": "628a7acf-79df-4f7f-aa98-63ebce30f492",
"risk_score": 59.63,
"confidence": 0.05
} | null | firmware_update | null | null | null | No additional info | IoT device Camera firmware_update No additional info | null | Camera | iot-24afdc4d | 9.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a0a9e0d6-67fc-439c-bd47-bb6a849ebe18 | 2025-02-09T00:44:49 | auth | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|low| desc=Auth timeout for bellandrew via biometric from 129.154.152.48 Unconventional IOC: Bios timestamp anomalies | {
"geo_location": "China",
"device_hash": "ebb7c51a264d88ecf422d59a53ae8868557fa9f5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.1; Trident/3.1)",
"session_id": "5cf8fa4f-0fe5-4ebb-93ec-0c1db381b681",
"risk_score": 74.68,
"confidence": 0.89
} | bellandrew | timeout | null | null | null | Unconventional IOC: Bios timestamp anomalies | Auth timeout for bellandrew via biometric from 129.154.152.48 Unconventional IOC: Bios timestamp anomalies | null | null | null | null | 129.154.152.48 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 52:7a:19:1f:c0:e7 |
24b4cb63-bc7b-4de6-82bc-bd6b9da952ea | 2025-05-31T09:04:09 | iot | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor unusual_activity MITRE Technique: T1574.002 | {
"geo_location": "Montserrat",
"device_hash": "e4d0f13e7793d27d754f6ec6df8e86a2e4693a60",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 3_2_2 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) CriOS/55.0.854.0 Mobile/15L855 Safari/536.1",
"session_id": "8542b2fd-1dd3-4ae6-8922-2612466f9ca0",
"risk_score": ... | null | unusual_activity | null | null | null | MITRE Technique: T1574.002 | IoT device Sensor unusual_activity MITRE Technique: T1574.002 | null | Sensor | iot-8daa5af0 | 10.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a0c303dd-5d46-41a0-aafe-43ac59e43394 | 2025-05-20T21:23:48 | cloud | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in Azure by codycarr Unconventional IOC: Quantum random number deviations | {
"geo_location": "Portugal",
"device_hash": "6679fedc7cbf5b64d7dc3ac11d66c43edefd82c7",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; crh-UA) AppleWebKit/531.35.2 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6531.35.2",
"session_id": "a759ffa5-3b36-4eda-9c15-1cc125e2d818",
"r... | codycarr | container_escape | null | null | null | Unconventional IOC: Quantum random number deviations | Cloud container_escape in Azure by codycarr Unconventional IOC: Quantum random number deviations | null | null | null | null | null | null | null | null | null | Azure | res-f44b7778 | null | null | null | null | null | null | null | null | null | null |
340c8e58-a06e-4fed-ae0d-a96afa54d18b | 2025-02-24T03:01:25 | network | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|critical| desc=Network covert_channel from 123.59.49.48 to 155.75.165.194 No additional info | {
"geo_location": "Burundi",
"device_hash": "0894b6549ba4747f2f387dec6d7a7b2e",
"user_agent": "Opera/8.87.(Windows NT 6.1; lzh-TW) Presto/2.9.179 Version/10.00",
"session_id": "8ca6845b-7238-49d1-8ee8-572275f66d8f",
"risk_score": 61.23,
"confidence": 0.88
} | null | covert_channel | null | null | null | No additional info | Network covert_channel from 123.59.49.48 to 155.75.165.194 No additional info | null | null | null | null | 123.59.49.48 | 155.75.165.194 | null | null | null | null | null | null | null | null | null | null | TCP | 258,047 | null | null | null |
d26b22e4-2aae-437d-95a2-b783601adb73 | 2025-04-24T20:37:44 | ai | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|info| desc=AI system model_access by pmalone MITRE Technique: T1486 | {
"geo_location": "China",
"device_hash": "d8bb9b23e7c04fa931d7048c8da8cc14257f225e",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_5 rv:2.0; raj-IN) AppleWebKit/533.36.6 (KHTML, like Gecko) Version/5.0 Safari/533.36.6",
"session_id": "42542556-0302-4751-8960-20491b649ac4",
"risk_score": 88.75,
"... | pmalone | model_access | null | null | null | MITRE Technique: T1486 | AI system model_access by pmalone MITRE Technique: T1486 | null | null | null | null | null | null | null | null | null | null | null | model-bd729e5c | df8c232f6b7cb5088a39a4de3e9c70686bc91e28a1ab251c6735024ec4fe8263 | d592a40b8a5418547d7f711956aecee3 | null | null | null | null | null | null | null |
11af6e2d-a4cf-4bd5-9236-b0ecc692b610 | 2030-06-21T03:11:01 | iot | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor unusual_activity No additional info noise=BF90E243 | {
"geo_location": "Slovenia",
"device_hash": "0143966a6a7e5f27a919675d31101f3d30efb522194b27287c656d6711ba801c",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_1) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/16.0.829.0 Safari/534.0",
"session_id": "1c021fba-e312-43c7-a63e-f408fb4d4267",
"risk_score"... | null | unusual_activity | null | null | null | No additional info | IoT device Sensor unusual_activity No additional info | null | Sensor | iot-2e19af52 | 3.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
efe04fc2-d800-4f35-a642-71f8cde687e3 | 2025-06-22T14:15:04 | network | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|low| desc=Network connection from 10.228.89.234 to 98.91.222.134 MITRE Technique: T1190 | {
"geo_location": "Niger",
"device_hash": "1f6ced296bc156740a2ec02e85dc72141b281948",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; wae-CH; rv:1.9.1.20) Gecko/3425-11-23 12:30:03 Firefox/3.8",
"session_id": "11b82dc2-6ed5-4e32-aaf5-bfff4560115a",
"risk_score": 87.04,
"confidence": 0.89
} | null | connection | null | null | null | MITRE Technique: T1190 | Network connection from 10.228.89.234 to 98.91.222.134 MITRE Technique: T1190 | null | null | null | null | 10.228.89.234 | 98.91.222.134 | null | null | null | null | null | null | null | null | null | null | UDP | 805,251 | null | null | null |
1559097e-ff1a-4381-881b-dd1e8df4bf3d | 2025-04-15T22:05:38 | firewall | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall deny HTTP traffic from 67.102.66.107:544 to 221.110.244.206:300 MITRE Technique: T1110.003 | {
"geo_location": "Iran",
"device_hash": "db0d407b8dee8ec362392210b1367674",
"user_agent": "Mozilla/5.0 (Linux; Android 3.0) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/52.0.854.0 Safari/532.2",
"session_id": "9dea4e5f-807e-452c-ac9d-d2bf3ab4cf22",
"risk_score": 30.36,
"confidence": 0.91
} | null | deny | null | null | null | MITRE Technique: T1110.003 | Firewall deny HTTP traffic from 67.102.66.107:544 to 221.110.244.206:300 MITRE Technique: T1110.003 | null | null | null | null | 67.102.66.107 | 221.110.244.206 | null | null | null | null | null | null | null | null | 544 | 300 | HTTP | 819,277 | 639 | null | null |
f3148c69-c411-4e92-96f1-33b0062deaad | 2025-03-11T03:56:22 | iot | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera battery_drain No additional info | {
"geo_location": "Oman",
"device_hash": "0666a55ebeca4bf3329fd60da03c2476",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.0; Trident/5.1)",
"session_id": "fe505242-f1ea-4dd4-8789-d5cf5acc40df",
"risk_score": 38.95,
"confidence": 0.39
} | null | battery_drain | null | null | null | No additional info | IoT device Camera battery_drain No additional info | {
"baseline_deviation": 0.51,
"entropy": 4.48,
"frequency_anomaly": true,
"sequence_anomaly": true
} | Camera | iot-db07b1f5 | 7.2 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6cde7785-b922-4d70-943a-207b07d68c75 | 2025-03-19T02:22:42 | ai | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by swalters No additional info | {
"geo_location": "Netherlands",
"device_hash": "e11a6315f1832042925856da5b27e3933ca1b95f7e584d7f4fdb517d88b4707e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.0; Trident/3.0)",
"session_id": "c28aa5ba-ea20-4312-b9a6-bfcc19078955",
"risk_score": 45.17,
"confidence": 0.99
} | swalters | prompt_injection | null | null | null | No additional info | AI system prompt_injection by swalters No additional info | null | null | null | null | null | null | null | null | null | null | null | model-4d8912bc | eb6f44a260daf609b5827fffe6c7d654 | 80128fc086d441da727db98d5f85e483 | null | null | null | null | null | null | null |
504c72aa-3c7a-4d68-acd7-70aec4361c91 | 2025-05-18T10:10:43 | cloud | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|critical| desc=Cloud instance_creation in Alibaba by vasquezstephanie No additional info | {
"geo_location": "Uruguay",
"device_hash": "51a29184da1b16a8cc4066480cdbac93c070046f",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; el-CY) AppleWebKit/535.36.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B117 Safari/6535.36.1",
"session_id": "8a102332-9857-4ad3-940f-692cd19dfc06",
"ris... | vasquezstephanie | instance_creation | null | null | null | No additional info | Cloud instance_creation in Alibaba by vasquezstephanie No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-a0692b48 | null | null | null | null | null | null | null | null | null | null |
417fd5f5-70e6-4bba-9891-b3d45952fd7e | 2025-01-22T16:32:03 | ids_alert | LogRhythm v7.5.0 | emergency | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=LogRhythm Alert: MFA Bypass detected from 43.122.238.118 targeting 32.46.245.182 No additional info noise=doctor|develop|imagine | {
"geo_location": "Spain",
"device_hash": "5824e8ee009efce0f889f9175d407915325b4e90",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/3.0)",
"session_id": "83c40445-9855-439a-ab57-0b040f8a7c65",
"risk_score": 20.85,
"confidence": 0.33
} | null | null | null | null | null | No additional info | LogRhythm Alert: MFA Bypass detected from 43.122.238.118 targeting 32.46.245.182 No additional info | null | null | null | null | 43.122.238.118 | 32.46.245.182 | MFA Bypass | SIG-8208 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
4a259f6c-5e89-4d80-84b3-488a55389d72 | 2025-02-17T21:19:07 | endpoint | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|info| desc=Endpoint registry_change north by katrina20 Associated Threat Actor: Lazarus Group | {
"geo_location": "Jersey",
"device_hash": "109666062c993ed930fbde2d3b35609752005526",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; wae-CH) AppleWebKit/534.12.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6534.12.4",
"session_id": "e243a223-fdfd-4f47-b5d6-40737a70333a",
"ris... | katrina20 | registry_change | north | 8,095 | svchost.exe | Associated Threat Actor: Lazarus Group | Endpoint registry_change north by katrina20 Associated Threat Actor: Lazarus Group | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b3911deb-83df-4bb4-9da1-16a65f3cb054 | 2025-05-17T22:05:20 | cloud | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in Azure by mendozamelanie No additional info | {
"geo_location": "Iran",
"device_hash": "bd0ddf8c18ddc9c9c7393a59ac8c4998",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; ky-KG) AppleWebKit/532.3.7 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6532.3.7",
"session_id": "d73ef61a-2d99-43ae-946e-fff9a6cfcc89",
"risk_score": 54.... | mendozamelanie | container_escape | null | null | null | No additional info | Cloud container_escape in Azure by mendozamelanie No additional info | null | null | null | null | null | null | null | null | null | Azure | res-cc17f54c | null | null | null | null | null | null | null | null | null | null |
118e15d1-c06b-4c69-93f5-8266db21f428 | 2025-04-24T03:17:05 | ids_alert | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|medium| desc=ArcSight Alert: Credential Stuffing detected from 131.231.214.237 targeting 207.10.194.109 No additional info | {
"geo_location": "San Marino",
"device_hash": "e0a548e86732c74e40c5687cb95158b6",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_8 rv:5.0; tr-CY) AppleWebKit/535.36.7 (KHTML, like Gecko) Version/5.0 Safari/535.36.7",
"session_id": "9a322336-66b7-47e9-93bf-ce6decb0daed",
"risk_score": 14.3,
"co... | null | null | null | null | null | No additional info | ArcSight Alert: Credential Stuffing detected from 131.231.214.237 targeting 207.10.194.109 No additional info | null | null | null | null | 131.231.214.237 | 207.10.194.109 | Credential Stuffing | SIG-9406 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
4c84fe4f-1f81-4183-92fc-ead0e12146e0 | 2025-06-05T06:56:06 | auth | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|medium| desc=Auth success for wsexton via passwordless from 52.71.145.82 No additional info | {
"geo_location": "Thailand",
"device_hash": "446eb45aff7b87facd7907c6545296a8",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_4 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) FxiOS/16.6b4776.0 Mobile/15U277 Safari/533.1",
"session_id": "8f33b086-edba-4c26-a3ba-93605958f037",
"risk_score": 86.3... | wsexton | success | null | null | null | No additional info | Auth success for wsexton via passwordless from 52.71.145.82 No additional info | null | null | null | null | 52.71.145.82 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | d0:89:48:c1:33:30 |
85f9df1f-56e5-4bd8-916b-35785d2bbf69 | 2022-01-06T22:47:21 | network | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|high| desc=Network bandwidth_usage from 161.30.108.46 to 40.181.218.35 No additional info | {
"geo_location": "Reunion",
"device_hash": "1a9601a05033ec7d847bb7e4384d4029",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.0; Trident/3.0)",
"session_id": "c4d9980d-0719-4251-a2b9-2978f26d04c3",
"risk_score": 37.29,
"confidence": 0.7
} | null | bandwidth_usage | null | null | null | No additional info | Network bandwidth_usage from 161.30.108.46 to 40.181.218.35 No additional info | null | null | null | null | 161.30.108.46 | 40.181.218.35 | null | null | null | null | null | null | null | null | null | null | ICMP | 893,646 | null | null | null |
674fd625-2d89-4b2d-830e-30c8ea7000ed | 2022-12-19T04:43:54 | auth | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|info| desc=Auth success for leestacey via biometric from 201.233.226.1 No additional info | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "6d1d1a3cafa1f0d915027525c816e41b79cf8926",
"user_agent": "Mozilla/5.0 (Android 9; Mobile; rv:5.0) Gecko/5.0 Firefox/5.0",
"session_id": "1157b13a-e99d-4c1d-8858-1ecd056382a9",
"risk_score": 78.01,
"confidence": 0.63
} | leestacey | success | null | null | null | No additional info | Auth success for leestacey via biometric from 201.233.226.1 No additional info | null | null | null | null | 201.233.226.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 89:0f:c6:a2:1a:53 |
0cdc6ba9-d061-48cb-adab-10fa82b2b535 | 2025-02-10T10:36:52 | auth | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|low| desc=Auth success for mgarcia via biometric from 10.32.87.45 Associated Threat Actor: Leafminer noise=CE0F5078 | {
"geo_location": "Israel",
"device_hash": "7b032f433361282394d746176f0222f0320477ce69c57111c572d17f42768800",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_4_4 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) FxiOS/11.0j2253.0 Mobile/05H264 Safari/533.1",
"session_id": "9e9cd6ba-ea03-4197-927e-c607a... | mgarcia | success | null | null | null | Associated Threat Actor: Leafminer | Auth success for mgarcia via biometric from 10.32.87.45 Associated Threat Actor: Leafminer | null | null | null | null | 10.32.87.45 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 6a:ad:9c:ef:9a:ae |
0fd540db-0ddd-4285-ada9-58fe181ff0f1 | 2023-12-21T23:55:16 | cloud | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|low| desc=Cloud shadow_it in Azure by hmiller No additional info | {
"geo_location": "Moldova",
"device_hash": "f51f44ea6836b62bdd0fcde78e9148214bc8d38b8eb286ebb321df677cf4e656",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_2 rv:5.0; ga-IE) AppleWebKit/533.3.3 (KHTML, like Gecko) Version/5.1 Safari/533.3.3",
"session_id": "4166187e-b091-442a-8e53-c983a5586ce4",
"... | hmiller | shadow_it | null | null | null | No additional info | Cloud shadow_it in Azure by hmiller No additional info | {
"baseline_deviation": 0.81,
"entropy": 2.89,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | Azure | res-93df7482 | null | null | null | null | null | null | null | null | null | null |
7aa3868f-f2ea-4617-86f4-739d4f296653 | 2025-05-31T14:57:17 | firewall | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect HTTPS traffic from 7.230.185.59:516 to 98.166.128.110:324 No additional info | {
"geo_location": "Lao People's Democratic Republic",
"device_hash": "5dc94cdd30dd6150241b1658912c9c765ec9fa52821559e760ad469d2befd7bf",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.0; Trident/4.1)",
"session_id": "2a9b404f-c36b-45e8-b4e2-23be765de0c8",
"risk_score": 87.47,
"confidence": 0... | null | inspect | null | null | null | No additional info | Firewall inspect HTTPS traffic from 7.230.185.59:516 to 98.166.128.110:324 No additional info | null | null | null | null | 7.230.185.59 | 98.166.128.110 | null | null | null | null | null | null | null | null | 516 | 324 | HTTPS | 442,146 | 3,028 | null | null |
64281cd8-df33-4386-95b3-8966dfe214eb | 2025-03-21T17:54:56 | endpoint | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint persistence_mechanism item by fbriggs Living-off-the-land technique detected | {
"geo_location": "Estonia",
"device_hash": "b3cd2fa3a9dcbd554b5c2e5a8c767267",
"user_agent": "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/38.0.833.0 Safari/534.2",
"session_id": "bd9c3220-fb80-44a5-8d43-7f0b1b35d527",
"risk_score": 77.49,
"confidence": 0.33
} | fbriggs | persistence_mechanism | item | 3,600 | cmd.exe | Living-off-the-land technique detected | Endpoint persistence_mechanism item by fbriggs Living-off-the-land technique detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ce3b6008-a18c-4f5f-aaae-1d6ac06f2233 | 2025-05-01T12:46:46 | network | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|low| desc=Network beaconing from 174.186.130.6 to 93.143.255.244 No additional info | {
"geo_location": "Uganda",
"device_hash": "0920cc23dbbb6324dfe40a09de228ba3b5239d13",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; ky-KG; rv:1.9.2.20) Gecko/5452-02-27 01:26:52 Firefox/12.0",
"session_id": "45c70c1c-4e61-4f55-b06b-1b46316354cc",
"risk_score": 81.08,
"confidence": 0.68
} | null | beaconing | null | null | null | No additional info | Network beaconing from 174.186.130.6 to 93.143.255.244 No additional info | null | null | null | null | 174.186.130.6 | 93.143.255.244 | null | null | null | null | null | null | null | null | null | null | UDP | 888,905 | null | null | null |
dd975497-4ab4-46f7-9f31-bb6d4e82acd1 | 2025-06-30T14:04:43 | auth | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|low| desc=Auth success for susan88 via SAML from 6.79.131.199 Unconventional IOC: ACPI table modifications | {
"geo_location": "Saint Kitts and Nevis",
"device_hash": "2d685e990d980f8e2d45cac3196018ef",
"user_agent": "Mozilla/5.0 (Android 2.0; Mobile; rv:29.0) Gecko/29.0 Firefox/29.0",
"session_id": "dc3646bc-f40c-41eb-b2ab-7ed264c2ac35",
"risk_score": 38.16,
"confidence": 0.69
} | susan88 | success | null | null | null | Unconventional IOC: ACPI table modifications | Auth success for susan88 via SAML from 6.79.131.199 Unconventional IOC: ACPI table modifications | null | null | null | null | 6.79.131.199 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 64:1e:23:9d:c2:f0 |
bb854457-5597-4aa3-8892-b9cfe56551b3 | 2025-06-09T07:15:43 | ids_alert | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|medium| desc=Tanium Alert: Container Escape detected from 15.6.130.203 targeting 11.113.12.184 No additional info | {
"geo_location": "Malta",
"device_hash": "b5d4529f97a5e88198962f7b4d6b7d98",
"user_agent": "Opera/8.97.(Windows CE; raj-IN) Presto/2.9.182 Version/11.00",
"session_id": "b6e0151a-68dc-468e-8c72-21029aa82d55",
"risk_score": 49.67,
"confidence": 0.91
} | null | null | null | null | null | No additional info | Tanium Alert: Container Escape detected from 15.6.130.203 targeting 11.113.12.184 No additional info | null | null | null | null | 15.6.130.203 | 11.113.12.184 | Container Escape | SIG-1646 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
292fc71e-06c6-42af-af73-4a4deff9fb8a | 2025-02-10T18:18:48 | cloud | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|critical| desc=Cloud lambda_execution in OCI by uanderson No additional info | {
"geo_location": "Barbados",
"device_hash": "b37ca4ca1529bfb94603b6ba81d0ddbc52fa5feb6af4c1a577967272ba258b2c",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_3) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/19.0.895.0 Safari/533.2",
"session_id": "e08e885d-7050-4830-b5f1-b171d11d2ac1",
"risk_score... | uanderson | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in OCI by uanderson No additional info | null | null | null | null | null | null | null | null | null | OCI | res-0726fd99 | null | null | null | null | null | null | null | null | null | null |
efc29676-ce58-4085-8f98-1fbd20d096b9 | 2025-01-22T01:09:05 | network | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|high| desc=Network connection from 184.150.228.145 to 10.72.27.194 No additional info | {
"geo_location": "Comoros",
"device_hash": "22e9cca3dc31f131ac243998fba19a3a0850e806",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_6 rv:5.0; pt-PT) AppleWebKit/535.47.4 (KHTML, like Gecko) Version/5.0 Safari/535.47.4",
"session_id": "8f877520-d352-49ab-8d3b-72eff3437f76",
"risk_score": 62.17,
... | null | connection | null | null | null | No additional info | Network connection from 184.150.228.145 to 10.72.27.194 No additional info | null | null | null | null | 184.150.228.145 | 10.72.27.194 | null | null | null | null | null | null | null | null | null | null | HTTP | 256,400 | null | null | null |
38d75c58-ce7b-4e94-bb2f-b3029049e479 | 2025-03-09T04:41:47 | cloud | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud lambda_execution in Alibaba by chad25 No additional info noise=S2l0Y2hlbi4= | {
"geo_location": "Norfolk Island",
"device_hash": "b23027ab09752eb29afd5a687b2579424da0a908",
"user_agent": "Opera/8.24.(X11; Linux x86_64; et-EE) Presto/2.9.190 Version/12.00",
"session_id": "68211af8-640f-40d8-a775-9ab9273dde9c",
"risk_score": 30.32,
"confidence": 0.32
} | chad25 | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in Alibaba by chad25 No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-d68b59be | null | null | null | null | null | null | null | null | null | null |
c973ea25-e4f6-41d6-a8a7-c7c09efb910b | 2025-03-09T03:43:12 | iot | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|low| desc=IoT device Medical side_channel Associated Threat Actor: Kimsuky | {
"geo_location": "Ethiopia",
"device_hash": "78ede80eabcac7179765fdf8c4c2e938",
"user_agent": "Opera/8.33.(Windows NT 11.0; id-ID) Presto/2.9.178 Version/11.00",
"session_id": "925c40fd-e432-4805-811e-cd2437c87ed0",
"risk_score": 37.14,
"confidence": 0.57
} | null | side_channel | null | null | null | Associated Threat Actor: Kimsuky | IoT device Medical side_channel Associated Threat Actor: Kimsuky | null | Medical | iot-586cb017 | 3.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d2ffb7f3-9f54-4ca4-8706-adad6ed19d2d | 2025-06-09T23:51:42 | network | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|info| desc=Network connection from 10.65.248.78 to 105.45.42.156 No additional info | {
"geo_location": "Japan",
"device_hash": "3064f733757b8589d1910f9316b0c94f",
"user_agent": "Mozilla/5.0 (Windows NT 5.0; iw-IL; rv:1.9.2.20) Gecko/2913-09-06 23:59:19 Firefox/13.0",
"session_id": "926f3050-21b3-43e6-bed3-972568da97ea",
"risk_score": 55.83,
"confidence": 0.04
} | null | connection | null | null | null | No additional info | Network connection from 10.65.248.78 to 105.45.42.156 No additional info | {
"baseline_deviation": 2.66,
"entropy": 5.76,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 10.65.248.78 | 105.45.42.156 | null | null | null | null | null | null | null | null | null | null | HTTPS | 532,102 | null | null | null |
d1b3de1f-2761-4ee0-aac6-fa35f9168de0 | 2025-06-10T12:07:22 | auth | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|info| desc=Auth failed for brandonjohnson via key from 146.3.253.69 No additional info | {
"geo_location": "Cyprus",
"device_hash": "2e0257672beca0f08cbeed7d455b34d112585b882feacea33bf6beb3701cd65a",
"user_agent": "Opera/9.75.(X11; Linux i686; vi-VN) Presto/2.9.186 Version/11.00",
"session_id": "76c2fe80-bfcf-46ca-b2db-ae7bc13d8ce6",
"risk_score": 48.67,
"confidence": 0.36
} | brandonjohnson | failed | null | null | null | No additional info | Auth failed for brandonjohnson via key from 146.3.253.69 No additional info | null | null | null | null | 146.3.253.69 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | fd:8a:a0:0c:d1:74 |
eb8f44c2-4801-4e60-b111-8df391e56840 | 2025-05-06T08:28:40 | auth | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|info| desc=Auth failed for johndoyle via SAML from 26.134.21.6 No additional info noise=V2VzdCBydW4u | {
"geo_location": "Egypt",
"device_hash": "cfb4a392c75c5a790f5d61e784e878cc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 4.0; Trident/3.1)",
"session_id": "44fdca9b-e8c4-47e0-ab75-1bd24a71cd57",
"risk_score": 87.82,
"confidence": 0.44
} | johndoyle | failed | null | null | null | No additional info | Auth failed for johndoyle via SAML from 26.134.21.6 No additional info | null | null | null | null | 26.134.21.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 95:c4:05:22:dc:10 |
a8153c3d-04e3-4a2a-bb40-592bd4da212d | 2025-03-22T04:32:57 | network | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|medium| desc=Network data_exfiltration from 21.33.166.228 to 105.43.241.166 Associated Threat Actor: APT35 noise=Q2FyZSBhZ2Uu | {
"geo_location": "Belarus",
"device_hash": "9c30d4d85717aab3c364f7057d0469cc",
"user_agent": "Mozilla/5.0 (Android 4.1.2; Mobile; rv:17.0) Gecko/17.0 Firefox/17.0",
"session_id": "a1d09b19-f9da-4497-af16-64930d94a635",
"risk_score": 42.82,
"confidence": 0.35
} | null | data_exfiltration | null | null | null | Associated Threat Actor: APT35 | Network data_exfiltration from 21.33.166.228 to 105.43.241.166 Associated Threat Actor: APT35 | null | null | null | null | 21.33.166.228 | 105.43.241.166 | null | null | null | null | null | null | null | null | null | null | TCP | 798,367 | null | null | null |
224e7d11-2e98-4b31-884a-7668d0ae5ca0 | 2029-05-10T15:16:11 | iot | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|info| desc=IoT device HVAC physical_tamper No additional info | {
"geo_location": "Nauru",
"device_hash": "7111095b1cb97e2069dfd8980dc7ce5d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 95; Trident/5.0)",
"session_id": "5aec77a8-b04a-495d-8893-ee141ff13b88",
"risk_score": 27.58,
"confidence": 0.91
} | null | physical_tamper | null | null | null | No additional info | IoT device HVAC physical_tamper No additional info | null | HVAC | iot-4b008647 | 8.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
667308c1-e434-4d0c-88ae-0d8bb8f3592c | 2025-05-27T06:23:05 | cloud | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|high| desc=Cloud permission_escalation in Alibaba by torresjonathan No additional info | {
"geo_location": "Eritrea",
"device_hash": "b85776bc147be98fe06dcb10465ace4aa87ce37d",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_4 rv:3.0; ks-IN) AppleWebKit/535.36.3 (KHTML, like Gecko) Version/5.0.4 Safari/535.36.3",
"session_id": "20ebf589-797e-4218-85ed-65784c6405eb",
"risk_score": 39... | torresjonathan | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in Alibaba by torresjonathan No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-0ce6e3f7 | null | null | null | null | null | null | null | null | null | null |
52955b8f-1699-4cdd-85a7-f3ada956b67f | 2025-03-02T09:44:50 | ai | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by stephenkelley No additional info noise=search | {
"geo_location": "Wallis and Futuna",
"device_hash": "37c7f9a6fd391ae34ac8e1eec7fe9be2",
"user_agent": "Opera/8.86.(Windows NT 10.0; lzh-TW) Presto/2.9.167 Version/11.00",
"session_id": "2c2106f3-c278-4239-b1d8-2a50ba09c6aa",
"risk_score": 55.07,
"confidence": 0.21
} | stephenkelley | fine_tuning | null | null | null | No additional info | AI system fine_tuning by stephenkelley No additional info | null | null | null | null | null | null | null | null | null | null | null | model-26c67802 | 23016c5752cc9e70b53a97132e012da7 | 60e2ff46a06bd38fbd454cf571f25e74 | null | null | null | null | null | null | null |
b033196d-aca0-401f-bf6d-e9895857b510 | 2025-04-21T13:05:04 | cloud | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|critical| desc=Cloud container_escape in Alibaba by haleywhite Associated Threat Actor: APT38 noise=night|find|with | {
"geo_location": "Eritrea",
"device_hash": "bbe8ff4e77b5880fb73df5d9e98c5fc3f98cf379692addd8f817216762ef014e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/3.1)",
"session_id": "4e6648a3-2d70-43f1-bcce-ff597bb8c641",
"risk_score": 0.15,
"confidence": 0.12
} | haleywhite | container_escape | null | null | null | Associated Threat Actor: APT38 | Cloud container_escape in Alibaba by haleywhite Associated Threat Actor: APT38 | null | null | null | null | null | null | null | null | null | Alibaba | res-e645873e | null | null | null | null | null | null | null | null | null | null |
be702838-3586-422b-95f9-e278326a0306 | 2030-01-12T03:16:54 | iot | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|info| desc=IoT device Camera command_injection MITRE Technique: T1543.003 | Associated Threat Actor: Inception Framework | {
"geo_location": "Bahamas",
"device_hash": "96d031cc8fcd4951bb9d38fa14e3642a65201dc291a8524d7e90feded66cca97",
"user_agent": "Mozilla/5.0 (Windows NT 11.0; as-IN; rv:1.9.1.20) Gecko/5428-12-19 13:37:24 Firefox/3.8",
"session_id": "69050ff5-1efd-4c01-9fe8-315db9001b1b",
"risk_score": 19.2,
"confidence": 0.6... | null | command_injection | null | null | null | MITRE Technique: T1543.003 | Associated Threat Actor: Inception Framework | IoT device Camera command_injection MITRE Technique: T1543.003 | Associated Threat Actor: Inception Framework | null | Camera | iot-5fd6fcdd | 5.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
92316a98-dd3c-434b-85a4-36b76598f0fa | 2025-06-07T00:16:14 | ids_alert | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|medium| desc=Zeek Alert: DNS Tunneling detected from 142.162.168.226 targeting 73.195.217.42 No additional info | {
"geo_location": "North Korea",
"device_hash": "1b3d0bb89b4f6b7ebffd8774f2bf6139",
"user_agent": "Opera/9.98.(X11; Linux i686; gez-ER) Presto/2.9.190 Version/12.00",
"session_id": "db90aa0e-82b2-48a9-a6c3-87a5754f408a",
"risk_score": 79.71,
"confidence": 0.98
} | null | null | null | null | null | No additional info | Zeek Alert: DNS Tunneling detected from 142.162.168.226 targeting 73.195.217.42 No additional info | null | null | null | null | 142.162.168.226 | 73.195.217.42 | DNS Tunneling | SIG-5157 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
adf5c54a-7b96-423a-806d-b3832cc832ef | 2025-04-24T05:48:05 | firewall | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine ICMP traffic from 31.163.35.18:135 to 86.51.0.188:33 MITRE Technique: T1190 | Associated Threat Actor: APT38 noise=blog | {
"geo_location": "Netherlands",
"device_hash": "c8a35d134f45ad0552f785da0c08ed686a93bc9280e4cb4be23cf7da9e347c54",
"user_agent": "Opera/8.99.(Windows NT 10.0; mhr-RU) Presto/2.9.187 Version/11.00",
"session_id": "52eb0e93-71af-4861-b73b-e694b2c2790c",
"risk_score": 17.32,
"confidence": 0.52
} | null | quarantine | null | null | null | MITRE Technique: T1190 | Associated Threat Actor: APT38 | Firewall quarantine ICMP traffic from 31.163.35.18:135 to 86.51.0.188:33 MITRE Technique: T1190 | Associated Threat Actor: APT38 | null | null | null | null | 31.163.35.18 | 86.51.0.188 | null | null | null | null | null | null | null | null | 135 | 33 | ICMP | 669,452 | 1,491 | null | null |
719e0c5f-bded-4386-823d-dc08134543dd | 2025-02-08T09:13:29 | ai | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|low| desc=AI system api_abuse by farmerdamon No additional info | {
"geo_location": "Russian Federation",
"device_hash": "8fcf83b49980f0aefeb39435baf1e1fb65fd61cb04cc7b088b898fefa36409ba",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; hi-IN; rv:1.9.0.20) Gecko/5433-09-30 14:42:55 Firefox/3.6.16",
"session_id": "66bd3407-e011-49ca-adba-a9a1a82480eb",
"risk_score": 27.98,
"co... | farmerdamon | api_abuse | null | null | null | No additional info | AI system api_abuse by farmerdamon No additional info | {
"baseline_deviation": 1.29,
"entropy": 3.75,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | model-67e84052 | a64894011a970e5e3dc47d25db9fc80c0a9ae7d0 | cd99f958b34dd69f0efa46d13c4cfb9455099af9585dad0ca09e74935593449d | null | null | null | null | null | null | null |
add3f13e-a029-4227-b2e6-15ff7a1db47f | 2025-01-28T11:48:32 | ai | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|critical| desc=AI system api_abuse by maldonadojames No additional info | {
"geo_location": "Burundi",
"device_hash": "a1f9ca1519a76a9243578559ad296c6dbae8485c",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/6398-09-27 01:03:42 Firefox/5.0",
"session_id": "1c4c78e2-efca-4b28-9969-8a2d7a8f688c",
"risk_score": 64.97,
"confidence": 0.09
} | maldonadojames | api_abuse | null | null | null | No additional info | AI system api_abuse by maldonadojames No additional info | null | null | null | null | null | null | null | null | null | null | null | model-f5ee5b42 | 8b8a143fd877f1f8fb00bdb8be3a193b | ce272aa19e718d46b300b1d93dc1ed92bee2937a52d8c3badc1d6e47ffdc0d7a | null | null | null | null | null | null | null |
c9e89814-3ab1-49d1-bf48-e4721686d183 | 2025-01-15T03:35:56 | cloud | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|low| desc=Cloud storage_access in Azure by twright MITRE Technique: T1059.005 | {
"geo_location": "Syrian Arab Republic",
"device_hash": "d91ba2b7dbfd17ed7d47d8c26ff7a5adbad8cf30",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.0; Trident/5.0)",
"session_id": "6dfc4177-6ece-48b6-8ac3-b5ee07abeec2",
"risk_score": 26.74,
"confidence": 0.63
} | twright | storage_access | null | null | null | MITRE Technique: T1059.005 | Cloud storage_access in Azure by twright MITRE Technique: T1059.005 | {
"baseline_deviation": 2.13,
"entropy": 7.61,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | Azure | res-9c1c0a43 | null | null | null | null | null | null | null | null | null | null |
16a55e23-ad82-40b6-810e-15771813daf9 | 2025-01-30T01:52:50 | ai | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|medium| desc=AI system model_access by melissaortiz No additional info | {
"geo_location": "Korea",
"device_hash": "c3af19844c2689d0a6d823c15aab273c203817cabbec04a46b547262a09f72b9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 4.0; Trident/5.0)",
"session_id": "c85b8eeb-0e85-4bb3-9e55-b4bd7762259d",
"risk_score": 57.53,
"confidence": 0.18
} | melissaortiz | model_access | null | null | null | No additional info | AI system model_access by melissaortiz No additional info | null | null | null | null | null | null | null | null | null | null | null | model-d6bcab9a | 2ec4383f17d7f02bd69dec72c9a50ea6 | 8e997b9aaf515781414eed44f2c907b1f05dcb9b918495362b5031109de65773 | null | null | null | null | null | null | null |
1b89a0c7-9dcb-428c-84fb-21936f4de98c | 2025-03-21T23:35:15 | ai | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|low| desc=AI system model_inversion by christina74 No additional info | {
"geo_location": "Macao",
"device_hash": "29ca39ed1a8e435b452f713f17f2ebd67be5e7a6474c4fbc9de4739906f775b8",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4_1 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) FxiOS/13.7r7445.0 Mobile/74N994 Safari/534.1",
"session_id": "925435b3-ec58-4da8-a554-80b4b7... | christina74 | model_inversion | null | null | null | No additional info | AI system model_inversion by christina74 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-548e902d | db753330592fb0bc0192161e7c4479b1 | afc5d32ae9d571ccaf1126e0035104ef | null | null | null | null | null | null | null |
95d996f9-815c-4426-8335-fa5580a4928f | 2025-04-29T20:50:54 | ids_alert | ArcSight v7.4.0 | emergency | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|emergency| desc=ArcSight Alert: XSS detected from 2.67.159.69 targeting N/A MITRE Technique: T1574.002 | {
"geo_location": "Panama",
"device_hash": "d175d46c8c01fe6a4d37d95e695e61ec",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/3.0)",
"session_id": "89fa5325-739b-46b0-82e9-56a725cc2f5b",
"risk_score": 79.63,
"confidence": 0.91
} | null | null | null | null | null | MITRE Technique: T1574.002 | ArcSight Alert: XSS detected from 2.67.159.69 targeting N/A MITRE Technique: T1574.002 | null | null | null | null | 2.67.159.69 | N/A | XSS | SIG-8838 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
e51fdf4b-a831-49f7-bc03-e3f31fb9cfe9 | 2025-05-28T05:08:55 | ai | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|high| desc=AI system api_abuse by amartinez MITRE Technique: T1543.003 | {
"geo_location": "Iceland",
"device_hash": "7f7c96bff3f1857845ec9cc3b357726120272ecb",
"user_agent": "Opera/9.60.(X11; Linux i686; eo-US) Presto/2.9.177 Version/12.00",
"session_id": "c50ceb86-e229-4b49-a0af-0be870109a5e",
"risk_score": 25.89,
"confidence": 0.2
} | amartinez | api_abuse | null | null | null | MITRE Technique: T1543.003 | AI system api_abuse by amartinez MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | null | null | model-12b55368 | 931057c820485e49f045fea5ef339c33 | e979fed50d08a36ccea9fca86beaf3196e7fa735 | null | null | null | null | null | null | null |
939c9395-d225-411f-808b-b6d71359a014 | 2025-05-12T03:40:52 | endpoint | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint persistence_mechanism nation by dennisarnold No additional info noise=98087AB1 | {
"geo_location": "Mali",
"device_hash": "abe53a6a73bb47d6ee53ccf9d5ea82a60ee212f9e789909ca90ebc67181845a7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/4.0)",
"session_id": "8d253c8c-4511-4dd3-9bea-e0471ec41038",
"risk_score": 14.87,
"confidence": 0.31
} | dennisarnold | persistence_mechanism | nation | 6,193 | powershell.exe | No additional info | Endpoint persistence_mechanism nation by dennisarnold No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
200d4c38-6410-427d-837c-5e818c7c3d68 | 2025-05-04T22:52:29 | ids_alert | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|critical| desc=AlienVault Alert: Supply Chain Compromise detected from 23.64.32.67 targeting 164.11.156.104 No additional info | {
"geo_location": "North Korea",
"device_hash": "03c04abb5365810e999a62b23f525c9b",
"user_agent": "Opera/8.52.(X11; Linux i686; raj-IN) Presto/2.9.190 Version/11.00",
"session_id": "e1411f85-c08f-4c16-b74f-c3065a0bf743",
"risk_score": 47.27,
"confidence": 0.41
} | null | null | null | null | null | No additional info | AlienVault Alert: Supply Chain Compromise detected from 23.64.32.67 targeting 164.11.156.104 No additional info | null | null | null | null | 23.64.32.67 | 164.11.156.104 | Supply Chain Compromise | SIG-6926 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
8059a611-5a27-4ac9-866c-2c6c4f72cf40 | 2025-02-10T19:23:41 | ids_alert | Carbon Black v7.8.0 | emergency | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|emergency| desc=Carbon Black Alert: XSS detected from 181.33.235.120 targeting 83.221.190.44 No additional info noise=explore | {
"geo_location": "Dominica",
"device_hash": "44c43c8e0a8dfe89231befa0abc8706f",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90; lo-LA; rv:1.9.1.20) Gecko/9987-05-21 04:58:06 Firefox/3.8",
"session_id": "bcec3bf3-b98e-47e5-a29f-87f0e630268a",
"risk_score": 51.85,
"confidence": 0.48
} | null | null | null | null | null | No additional info | Carbon Black Alert: XSS detected from 181.33.235.120 targeting 83.221.190.44 No additional info | null | null | null | null | 181.33.235.120 | 83.221.190.44 | XSS | SIG-3401 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
9e0ab8b3-8579-4534-8051-5f3c20972346 | 2025-01-22T23:12:40 | cloud | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|critical| desc=Cloud lambda_execution in Alibaba by andrewchoi No additional info | {
"geo_location": "Zambia",
"device_hash": "1900ad3131f3d8afa3e6ab3d6a209069e51463e5a03b309ef072f7e38920ef20",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.2) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/57.0.805.0 Safari/531.2",
"session_id": "1b62509f-c7ec-4955-b8d6-b3fd56d82d87",
"risk_score": 36.04,
"... | andrewchoi | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in Alibaba by andrewchoi No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-3645c8b7 | null | null | null | null | null | null | null | null | null | null |
82c4bd75-e503-4775-9881-0f8cfd4cb465 | 2025-03-16T21:06:18 | cloud | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in Alibaba by nancy53 No additional info | {
"geo_location": "Saint Helena",
"device_hash": "e5c3f0fc2122e997e0971796714f25ab",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/36.0.806.0 Safari/532.2",
"session_id": "736950c4-f6b1-466f-9ee1-58a8fd08ddff",
"risk_score": 45.85,
"confidence": 0.55
} | nancy53 | container_escape | null | null | null | No additional info | Cloud container_escape in Alibaba by nancy53 No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-1de70e8b | null | null | null | null | null | null | null | null | null | null |
50d30c5f-1a33-401c-87d9-85ad801a8eb0 | 2025-02-15T03:06:56 | 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": "Finland",
"device_hash": "cb5e3e6c62dc4699a1fcec0f36034984316f8718",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_0 rv:2.0; wa-BE) AppleWebKit/534.40.3 (KHTML, like Gecko) Version/5.0.4 Safari/534.40.3",
"session_id": "e897ffcf-708d-406e-836e-27c086cfa51d",
"risk_score": 31.3,... | null | command_injection | null | null | null | No additional info | IoT device Medical command_injection No additional info | null | Medical | iot-2dc836eb | 2.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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