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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
af1976d7-2c1c-4670-8a0f-d40216208070 | 2025-04-24T13:20:36 | iot | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|low| desc=IoT device Medical command_injection MITRE Technique: T1190 | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "b116ce39910dadb917f71e734cc4cb6f",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; am-ET) AppleWebKit/532.2.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B117 Safari/6532.2.6",
"session_id": "03f2ed27-873d-4a4f-bd1b-275c0e908895",
... | null | command_injection | null | null | null | MITRE Technique: T1190 | IoT device Medical command_injection MITRE Technique: T1190 | null | Medical | iot-35d6f093 | 5.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7dd8cf6e-e799-4674-ad19-03ca5ccc6071 | 2025-05-24T04:12:49 | iot | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat sensor_spoofing No additional info | {
"geo_location": "Suriname",
"device_hash": "40f8e55ee28deee1b81649f536f62d98ed172eaddfcd514bef4f78ad2b593947",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_7; rv:1.9.6.20) Gecko/7272-02-05 05:26:47 Firefox/3.6.20",
"session_id": "f2ccdf67-7043-488e-91ec-d93469338dc8",
"risk_score": 57.38,
"co... | null | sensor_spoofing | null | null | null | No additional info | IoT device Thermostat sensor_spoofing No additional info | null | Thermostat | iot-f2208398 | 3.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c56845ad-7bd3-4c52-bf1c-97fdb0582342 | 2025-01-19T11:59:47 | ids_alert | Suricata v6.0.10 | emergency | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|emergency| desc=Suricata Alert: XSS detected from 29.160.237.188 targeting 2.128.100.172 No additional info | {
"geo_location": "Venezuela",
"device_hash": "7e6a8db3b7554a918b1c2293ada7524239617c8b88664d10535409fb28b0ad76",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 8_4_1 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) FxiOS/17.7p9619.0 Mobile/57S224 Safari/531.2",
"session_id": "0a7af347-d2ce-44c5-9b9d-b30... | null | null | null | null | null | No additional info | Suricata Alert: XSS detected from 29.160.237.188 targeting 2.128.100.172 No additional info | null | null | null | null | 29.160.237.188 | 2.128.100.172 | XSS | SIG-5383 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
da7876b8-f021-45e5-9881-f82ce450781b | 2025-02-15T07:55:50 | auth | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|low| desc=Auth timeout for ndavenport via SAML from 142.130.24.168 MITRE Technique: T1078.004 | {
"geo_location": "Hungary",
"device_hash": "d6349ed77aae08e9fa2b3b8e7d4c4965b6f0dfba",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/533.27.4 (KHTML, like Gecko) Version/4.0 Safari/533.27.4",
"session_id": "897b5588-b19c-451f-aefa-ceafc1423d0b",
"risk_score": 72.47,
"confidence": 0.86... | ndavenport | timeout | null | null | null | MITRE Technique: T1078.004 | Auth timeout for ndavenport via SAML from 142.130.24.168 MITRE Technique: T1078.004 | null | null | null | null | 142.130.24.168 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 2f:eb:00:10:b9:c6 |
22a76c39-a847-434e-95a1-78483961d4a6 | 2025-03-30T18:50:29 | cloud | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|low| desc=Cloud permission_escalation in GCP by dramirez No additional info | {
"geo_location": "New Zealand",
"device_hash": "720c46554aac64a5a6fe9235eabe386e25842124",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 4.0; Trident/3.0)",
"session_id": "80781231-1604-4613-9055-7a82cf76b89f",
"risk_score": 49.04,
"confidence": 0.86
} | dramirez | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in GCP by dramirez No additional info | null | null | null | null | null | null | null | null | null | GCP | res-94c1fe3a | null | null | null | null | null | null | null | null | null | null |
84028449-8fa4-41c7-a52c-210a17708cb2 | 2025-02-01T09:49:44 | ai | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by vmiller No additional info | {
"geo_location": "Puerto Rico",
"device_hash": "dcfc9f6339a1422b7756f270667b3ad25ad379549b6b857c69ef000c3b317315",
"user_agent": "Opera/9.35.(X11; Linux i686; km-KH) Presto/2.9.180 Version/11.00",
"session_id": "40ec91dc-a2c5-435c-82e0-21779aa07a89",
"risk_score": 65.39,
"confidence": 0.72
} | vmiller | prompt_injection | null | null | null | No additional info | AI system prompt_injection by vmiller No additional info | null | null | null | null | null | null | null | null | null | null | null | model-a4e65222 | 38c4b222ca1d3345cbbdb34a4c252be4 | f9323a68382d2cd68affb139b922cc67f9d1a67c | null | null | null | null | null | null | null |
adfdc4c3-3285-4f76-8a7d-3f7c73a2a7da | 2025-01-22T11:37:39 | ai | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|high| desc=AI system membership_inference by murphyerin No additional info | {
"geo_location": "Croatia",
"device_hash": "8845f410ea3ec96fe8b8f28f9f9cf1b87dfb87bc",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3.5) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/47.0.891.0 Safari/532.1",
"session_id": "40012614-0205-45f3-a3d1-ce9b26861ac7",
"risk_score": 33.11,
"confidence": 0.17
} | murphyerin | membership_inference | null | null | null | No additional info | AI system membership_inference by murphyerin No additional info | null | null | null | null | null | null | null | null | null | null | null | model-5a4670ed | d47222500d3ca60927e06b3d001e37edf649181f | 01d928ca5017f3d60472f8760e647496 | null | null | null | null | null | null | null |
db101810-0a04-4a53-9f1c-0241770e3cdc | 2025-05-17T10:18:54 | ids_alert | Vectra AI v5.0.0 | emergency | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Vectra AI Alert: MFA Bypass detected from 215.139.134.13 targeting 108.5.228.95 MITRE Technique: T1059.001 | {
"geo_location": "Gambia",
"device_hash": "1a1a56157bab119ac4b80c635b9c9ab176e32ca2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/3.0)",
"session_id": "444ba4bc-deb4-4f6c-ad08-a14dba770f35",
"risk_score": 80.32,
"confidence": 0.83
} | null | null | null | null | null | MITRE Technique: T1059.001 | Vectra AI Alert: MFA Bypass detected from 215.139.134.13 targeting 108.5.228.95 MITRE Technique: T1059.001 | null | null | null | null | 215.139.134.13 | 108.5.228.95 | MFA Bypass | SIG-5968 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
0cf0924a-9b6b-4b6e-8766-1d23010aa490 | 2025-02-25T12:04:54 | iot | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC side_channel Unconventional IOC: Bios timestamp anomalies | {
"geo_location": "Cook Islands",
"device_hash": "6c775acd5c747df5fa5082cc18f2a22d",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_2) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/55.0.850.0 Safari/534.2",
"session_id": "d53260df-8417-4c9a-974a-f02933141fe5",
"risk_score": 46.57,
"confidence": ... | null | side_channel | null | null | null | Unconventional IOC: Bios timestamp anomalies | IoT device HVAC side_channel Unconventional IOC: Bios timestamp anomalies | null | HVAC | iot-90aa083d | 10.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
33b5c291-8c06-491a-959a-a8352b031b16 | 2025-02-08T23:07:11 | ai | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|low| desc=AI system adversarial_input by boyerbobby No additional info | {
"geo_location": "Guinea",
"device_hash": "e9619fa43eef77a181bed05d259e635211cee805",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 4_2_1 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) FxiOS/10.5d1930.0 Mobile/05N289 Safari/531.1",
"session_id": "24c4f090-8c6e-4b70-bbd0-d58e9d3b1cca",
"risk_score":... | boyerbobby | adversarial_input | null | null | null | No additional info | AI system adversarial_input by boyerbobby No additional info | null | null | null | null | null | null | null | null | null | null | null | model-56f72b36 | 659c9a35a3f63d581b6c12188a17b7d37e6dfa6d | 0be51cde14cee19eeb8ed623efcbe6f0125074d735abe3458b0a76722e4da6e0 | null | null | null | null | null | null | null |
0c27b0b4-f944-4655-acc9-bb56dc67ce61 | 2025-02-15T21:42:00 | ids_alert | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|high| desc=Splunk Alert: XSS detected from 147.237.9.198 targeting N/A MITRE Technique: T1110.003 | {
"geo_location": "Mozambique",
"device_hash": "e65a662d7f76a20e81189e4a86d7d0ae",
"user_agent": "Opera/8.66.(X11; Linux i686; mr-IN) Presto/2.9.185 Version/10.00",
"session_id": "cbf5538e-750a-444e-9eb8-38a4d4d81bb2",
"risk_score": 45.83,
"confidence": 0.07
} | null | null | null | null | null | MITRE Technique: T1110.003 | Splunk Alert: XSS detected from 147.237.9.198 targeting N/A MITRE Technique: T1110.003 | null | null | null | null | 147.237.9.198 | N/A | XSS | SIG-4756 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
35d168e9-db30-4243-bcae-973e5b598d3d | 2025-04-25T10:06:12 | iot | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat protocol_violation Associated Threat Actor: Conti | {
"geo_location": "Montenegro",
"device_hash": "e5478777b2adc7e6bce2b3aa2263f7834fe54070",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_9) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/19.0.849.0 Safari/534.0",
"session_id": "b0460620-40bd-4181-889c-d028caac195e",
"risk_score": 14.44,
"confiden... | null | protocol_violation | null | null | null | Associated Threat Actor: Conti | IoT device Thermostat protocol_violation Associated Threat Actor: Conti | null | Thermostat | iot-74fc7a14 | 8.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7911ad5e-4c2f-4eb5-8f1d-f015ddd22e2a | 2025-07-08T08:42:58 | ids_alert | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|critical| desc=FireEye HX Alert: DNS Tunneling detected from 68.52.201.70 targeting 8.225.57.149 No additional info noise=D6109445 | {
"geo_location": "Guinea",
"device_hash": "3263a14b17bdb5107cc9a793a41363f7",
"user_agent": "Opera/9.80.(X11; Linux x86_64; shs-CA) Presto/2.9.176 Version/11.00",
"session_id": "5b3b0dc5-d721-42f6-8498-30d5bfdb3afa",
"risk_score": 22.25,
"confidence": 0.62
} | null | null | null | null | null | No additional info | FireEye HX Alert: DNS Tunneling detected from 68.52.201.70 targeting 8.225.57.149 No additional info | null | null | null | null | 68.52.201.70 | 8.225.57.149 | DNS Tunneling | SIG-3789 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
4a322505-da9a-48c9-bc7e-c11c5bfa7387 | 2025-01-31T14:02:16 | endpoint | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec per by fieldsmichelle MITRE Technique: T1547.001 | {
"geo_location": "Greenland",
"device_hash": "39bae5affc9cc974fccd51b1187a06907a81a518848662535e7e4aa00388ea80",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; el-GR) AppleWebKit/531.41.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6531.41.7",
"session_id": "80c016d0-18fa-41d7-... | fieldsmichelle | wmi_exec | per | 167 | svchost.exe | MITRE Technique: T1547.001 | Endpoint wmi_exec per by fieldsmichelle MITRE Technique: T1547.001 | {
"baseline_deviation": 2.84,
"entropy": 2.57,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8694dc38-24f2-4223-a45e-0413fff23cc1 | 2025-06-10T05:28:23 | cloud | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|low| desc=Cloud container_escape in GCP by ugiles MITRE Technique: T1059.005 | {
"geo_location": "Benin",
"device_hash": "043b480d007252504fb71aff6ea601b245aa5e2623b8bb437cb9d095336166e1",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_8) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/15.0.817.0 Safari/532.2",
"session_id": "ed47357a-c119-4ee6-a0f3-d0fa139834fd",
"risk_score": ... | ugiles | container_escape | null | null | null | MITRE Technique: T1059.005 | Cloud container_escape in GCP by ugiles MITRE Technique: T1059.005 | null | null | null | null | null | null | null | null | null | GCP | res-bac97ac6 | null | null | null | null | null | null | null | null | null | null |
6d0da152-ecb4-435f-a02a-c8bd8fc10601 | 2025-03-14T09:15:34 | ids_alert | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|critical| desc=Darktrace Alert: Domain Fronting detected from 129.181.108.95 targeting 34.216.106.173 No additional info | {
"geo_location": "Rwanda",
"device_hash": "633ff603bd253073718f86bb9dae24df",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_7; rv:1.9.2.20) Gecko/5066-08-02 00:42:27 Firefox/3.6.14",
"session_id": "de0d05d7-1578-4f0e-b568-0902d376f439",
"risk_score": 44.53,
"confidence": 0.51
} | null | null | null | null | null | No additional info | Darktrace Alert: Domain Fronting detected from 129.181.108.95 targeting 34.216.106.173 No additional info | null | null | null | null | 129.181.108.95 | 34.216.106.173 | Domain Fronting | SIG-4347 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
97054f6a-c9fc-4108-adc3-f6ea59257329 | 2025-06-23T16:26:06 | ids_alert | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|medium| desc=Trellix Alert: SQL Injection detected from 50.12.217.70 targeting 87.177.12.213 No additional info noise=3EBAEEB0 | {
"geo_location": "Italy",
"device_hash": "7de738041b927b83c3c1e21ba148c692",
"user_agent": "Opera/9.76.(X11; Linux x86_64; it-CH) Presto/2.9.180 Version/12.00",
"session_id": "0aea0d26-8c28-4461-a577-40e083775e12",
"risk_score": 75.73,
"confidence": 0.31
} | null | null | null | null | null | No additional info | Trellix Alert: SQL Injection detected from 50.12.217.70 targeting 87.177.12.213 No additional info | null | null | null | null | 50.12.217.70 | 87.177.12.213 | SQL Injection | SIG-8183 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
f27a37c2-dbd7-4ce5-a546-2107c88d3618 | 2025-03-09T07:30:24 | firewall | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|info| desc=Firewall allow NTP traffic from 62.191.134.119:282 to 126.188.38.158:614 No additional info noise=list/tag/app | {
"geo_location": "Hong Kong",
"device_hash": "e3b7c3814bb3c5589893686f20267820a711adca",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/7021-03-27 08:19:36 Firefox/3.6.4",
"session_id": "7749a679-e949-4254-bd74-630c97ffc6cf",
"risk_score": 26.23,
"confidence": 0.73
} | null | allow | null | null | null | No additional info | Firewall allow NTP traffic from 62.191.134.119:282 to 126.188.38.158:614 No additional info | null | null | null | null | 62.191.134.119 | 126.188.38.158 | null | null | null | null | null | null | null | null | 282 | 614 | NTP | 727,652 | 2,370 | null | null |
1398caee-58a4-4061-a26c-eefbcd90067f | 2029-11-22T10:06:01 | endpoint | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task describe by scross Fileless execution detected noise=SW52b2x2ZS4= | {
"geo_location": "Russia",
"device_hash": "684636e9cd00f8d88943581859713cb7",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/534.43.3 (KHTML, like Gecko) Version/4.0 Safari/534.43.3",
"session_id": "8680597b-c695-457f-b3f5-89c2a317a397",
"risk_score": 57.33,
"confidence": 0.04
} | scross | scheduled_task | describe | 2,380 | cmd.exe | Fileless execution detected | Endpoint scheduled_task describe by scross Fileless execution detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e913168f-44a3-4d21-8fe4-99c924f461b6 | 2025-04-07T17:35:14 | iot | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC sensor_spoofing MITRE Technique: T1486 noise=yourself|level|figure | {
"geo_location": "Cote d'Ivoire",
"device_hash": "1fd5fa75637b5ad34bf8c94995b2c6d9",
"user_agent": "Opera/8.48.(X11; Linux x86_64; hsb-DE) Presto/2.9.170 Version/11.00",
"session_id": "8c4ca093-5ee0-465f-a762-fef28b142fec",
"risk_score": 61.94,
"confidence": 0.47
} | null | sensor_spoofing | null | null | null | MITRE Technique: T1486 | IoT device HVAC sensor_spoofing MITRE Technique: T1486 | null | HVAC | iot-13794627 | 5.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7de3b5d5-74be-4c6a-b1f0-409dd26e018b | 2025-03-12T23:04:24 | endpoint | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|info| desc=Endpoint memory_injection /huge/capital.html by xrodgers No additional info | {
"geo_location": "Portugal",
"device_hash": "469c589314428e7a879c91c1bd2d3eeb86bf4638",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.0; Trident/4.1)",
"session_id": "6fe69c9f-8b65-4cc1-9baf-9d1e2327f7a6",
"risk_score": 43.77,
"confidence": 0.96
} | xrodgers | memory_injection | /huge/capital.html | 9,065 | cmd.exe | No additional info | Endpoint memory_injection /huge/capital.html by xrodgers No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
66b55322-6116-42df-973c-af9a276e16a4 | 2025-06-29T02:22:09 | firewall | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only SMB traffic from 17.83.28.107:63191 to 10.87.172.43:231 No additional info | {
"geo_location": "Togo",
"device_hash": "e1a41cbdc57ef1be2c56928da70e3d19",
"user_agent": "Opera/9.41.(Windows NT 6.1; pl-PL) Presto/2.9.161 Version/10.00",
"session_id": "97c3315f-978f-4ade-8dc3-ad733e6120b9",
"risk_score": 82.39,
"confidence": 0
} | null | log-only | null | null | null | No additional info | Firewall log-only SMB traffic from 17.83.28.107:63191 to 10.87.172.43:231 No additional info | null | null | null | null | 17.83.28.107 | 10.87.172.43 | null | null | null | null | null | null | null | null | 63,191 | 231 | SMB | 725,664 | 48 | null | null |
0323671b-dccf-4e8f-856e-d396ca611af7 | 2025-05-01T21:02:55 | iot | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|info| desc=IoT device Medical protocol_violation MITRE Technique: T1543.003 | Associated Threat Actor: Scattered Spider | {
"geo_location": "Syrian Arab Republic",
"device_hash": "224828773c9416d32f8c13f7f030e035a5218f1bcef76cf26f784fce7e1abe3f",
"user_agent": "Opera/9.62.(X11; Linux x86_64; ti-ER) Presto/2.9.169 Version/10.00",
"session_id": "b2ff63e8-0cb4-4270-85ce-1ecf2aa1a4be",
"risk_score": 18.76,
"confidence": 0.23
} | null | protocol_violation | null | null | null | MITRE Technique: T1543.003 | Associated Threat Actor: Scattered Spider | IoT device Medical protocol_violation MITRE Technique: T1543.003 | Associated Threat Actor: Scattered Spider | null | Medical | iot-9927ae83 | 4.2 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
07a33343-f653-4810-9169-0956b813a189 | 2025-07-08T00:03:59 | auth | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|low| desc=Auth success for nwilliams via key from 201.165.187.83 No additional info | {
"geo_location": "Cote d'Ivoire",
"device_hash": "4c3b97966eb6429a8f26c8bc4d460adb902abf9f",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; ka-GE; rv:1.9.2.20) Gecko/9055-04-18 00:39:52 Firefox/9.0",
"session_id": "75e8d946-66e8-4ee6-8d2b-47dc2e458906",
"risk_score": 67.3,
"confidence": 0.43
} | nwilliams | success | null | null | null | No additional info | Auth success for nwilliams via key from 201.165.187.83 No additional info | null | null | null | null | 201.165.187.83 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 45:a5:f4:36:57:ad |
bef06bc1-3af1-44cd-95de-7b43282d4029 | 2025-07-03T06:54:22 | network | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|medium| desc=Network connection from 150.39.229.246 to 209.4.82.16 No additional info | {
"geo_location": "Mozambique",
"device_hash": "d1b8132c2ce9f5863eefef79f97dd4ff",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/4.1)",
"session_id": "8c0e018c-5b92-485c-b6fb-aa82313abba1",
"risk_score": 51.6,
"confidence": 0.93
} | null | connection | null | null | null | No additional info | Network connection from 150.39.229.246 to 209.4.82.16 No additional info | null | null | null | null | 150.39.229.246 | 209.4.82.16 | null | null | null | null | null | null | null | null | null | null | HTTPS | 938,550 | null | null | null |
54f6bf12-6837-4977-b1f3-2e747ab027d8 | 2025-02-08T10:41:27 | ids_alert | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|high| desc=Zeek Alert: DNS Tunneling detected from 175.27.160.238 targeting 22.237.177.84 MITRE Technique: T1134.001 noise=447A181D | {
"geo_location": "Cape Verde",
"device_hash": "42c3b065b9f8854b0cf29bacb8047aafc51eb1f5cded3b5e92a9a582be475fb8",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_2; rv:1.9.2.20) Gecko/5437-04-01 14:51:20 Firefox/3.8",
"session_id": "9c144c43-b755-4fc9-bb4d-4915d5e24944",
"risk_score": 69.83,
"c... | null | null | null | null | null | MITRE Technique: T1134.001 | Zeek Alert: DNS Tunneling detected from 175.27.160.238 targeting 22.237.177.84 MITRE Technique: T1134.001 | null | null | null | null | 175.27.160.238 | 22.237.177.84 | DNS Tunneling | SIG-5837 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
0f7ac9ca-cb18-4d5f-a6e2-e9142faa7679 | 2025-05-31T02:53:58 | firewall | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny HTTP traffic from 102.1.72.121:47 to 85.66.78.43:11 Unconventional IOC: Quantum random number deviations | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "9ea2819016cf083933b05acaee98f2bac08f8700dfc959247e14dc6b2b1dee58",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/533.48.7 (KHTML, like Gecko) Version/4.0 Safari/533.48.7",
"session_id": "0d8cefa6-d85b-... | null | deny | null | null | null | Unconventional IOC: Quantum random number deviations | Firewall deny HTTP traffic from 102.1.72.121:47 to 85.66.78.43:11 Unconventional IOC: Quantum random number deviations | {
"baseline_deviation": 2.2,
"entropy": 6.23,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 102.1.72.121 | 85.66.78.43 | null | null | null | null | null | null | null | null | 47 | 11 | HTTP | 390,506 | 1,913 | null | null |
44c59ff2-0e50-4892-aef5-bc8a2af11f78 | 2025-04-12T06:03:08 | network | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 36.200.209.104 to 41.101.11.217 No additional info | {
"geo_location": "North Macedonia",
"device_hash": "40b099145d971b3bf0661dcc97ab000c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.0; Trident/5.1)",
"session_id": "b499369e-4fa0-408b-a08d-c9463bce38d7",
"risk_score": 39.31,
"confidence": 0.5
} | null | protocol_anomaly | null | null | null | No additional info | Network protocol_anomaly from 36.200.209.104 to 41.101.11.217 No additional info | {
"baseline_deviation": 2.25,
"entropy": 7.62,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 36.200.209.104 | 41.101.11.217 | null | null | null | null | null | null | null | null | null | null | HTTPS | 795,745 | null | null | null |
346509c3-1f6b-4f86-9b8e-0247ede7031f | 2025-03-21T16:27:13 | ids_alert | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|critical| desc=CrowdStrike Alert: Brute Force detected from 212.27.33.228 targeting 189.8.46.39 Obfuscated payload detected noise=offer|why|his | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "7ef3cefed509095c720a39cd5190343daf268f6cad9ad3c31d927a1c6311b617",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 13_5_1 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) CriOS/39.0.818.0 Mobile/95Y645 Safari/533.0",
... | null | null | null | null | null | Obfuscated payload detected | CrowdStrike Alert: Brute Force detected from 212.27.33.228 targeting 189.8.46.39 Obfuscated payload detected | null | null | null | null | 212.27.33.228 | 189.8.46.39 | Brute Force | SIG-5729 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
c6b09425-0b42-4413-8a04-5a024a12261b | 2025-04-19T01:41:59 | auth | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|low| desc=Auth bypass for williamhernandez via password from 170.34.245.16 MITRE Technique: T1486 noise=B0259359 | {
"geo_location": "Zimbabwe",
"device_hash": "7b663189f52ca48fc39777d49def6518",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/63.0.884.0 Safari/532.2",
"session_id": "84025fb2-7980-4a7a-aefb-0df9cef4f544",
"risk_score": 51.09,
"confidence": 0.02
} | williamhernandez | bypass | null | null | null | MITRE Technique: T1486 | Auth bypass for williamhernandez via password from 170.34.245.16 MITRE Technique: T1486 | null | null | null | null | 170.34.245.16 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | e5:26:bc:42:55:85 |
90986e67-3133-4f43-8c62-85a199b816b9 | 2025-02-08T14:42:28 | network | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|critical| desc=Network covert_channel from 100.39.125.101 to 216.206.39.121 No additional info | {
"geo_location": "Bulgaria",
"device_hash": "0f1e69ab6f76aceb2f589e62a1870a3f94285a5f",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_1; rv:1.9.2.20) Gecko/4538-02-25 16:47:40 Firefox/3.6.5",
"session_id": "52f3155d-4fce-4c3b-9e50-0e429a2fe940",
"risk_score": 52.55,
"confidence": 0.89
} | null | covert_channel | null | null | null | No additional info | Network covert_channel from 100.39.125.101 to 216.206.39.121 No additional info | null | null | null | null | 100.39.125.101 | 216.206.39.121 | null | null | null | null | null | null | null | null | null | null | ICMP | 169,747 | null | null | null |
17b41dc7-06fd-4f42-9619-dec11e70a37e | 2025-01-14T10:09:47 | endpoint | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|critical| desc=Endpoint memory_injection onto by rodriguezolivia No additional info | {
"geo_location": "Martinique",
"device_hash": "bce2284cf9c6d0892ecfb72e6357e0e7",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_6 rv:5.0; az-AZ) AppleWebKit/535.34.1 (KHTML, like Gecko) Version/4.0 Safari/535.34.1",
"session_id": "fce32c12-2334-4bf0-a0cb-a009d434d2e1",
"risk_score": 32.93,
"c... | rodriguezolivia | memory_injection | onto | 3,278 | svchost.exe | No additional info | Endpoint memory_injection onto by rodriguezolivia No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c379fc44-d8f5-4fe2-9cde-d3f7eaa470f3 | 2021-12-06T00:40:18 | endpoint | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint file_access /never/summer.avi by barrontanya Associated Threat Actor: FIN7 noise=song|there|story | {
"geo_location": "Madagascar",
"device_hash": "008ff8754693fb26b45372aa8c465254f6adddaf2fb65426ea1a8aea5d95b64b",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_5 rv:3.0; li-NL) AppleWebKit/535.43.1 (KHTML, like Gecko) Version/4.0 Safari/535.43.1",
"session_id": "c37dd294-c627-48f6-a2d7-3863b4343234... | barrontanya | file_access | /never/summer.avi | 3,932 | cmd.exe | Associated Threat Actor: FIN7 | Endpoint file_access /never/summer.avi by barrontanya Associated Threat Actor: FIN7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
39d962a1-6005-4ae6-8df8-7959ee7716b8 | 2025-03-25T00:29:55 | network | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 181.241.187.247 to 10.24.138.32 No additional info | {
"geo_location": "Japan",
"device_hash": "1111b8e85f785bddab7a7c540f2face3a1aad619",
"user_agent": "Mozilla/5.0 (Windows NT 5.0) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/25.0.892.0 Safari/534.0",
"session_id": "c72e94e0-ddd4-4a99-a0e5-f117799f40d6",
"risk_score": 55.76,
"confidence": 0.8
} | null | bandwidth_usage | null | null | null | No additional info | Network bandwidth_usage from 181.241.187.247 to 10.24.138.32 No additional info | null | null | null | null | 181.241.187.247 | 10.24.138.32 | null | null | null | null | null | null | null | null | null | null | TCP | 872,485 | null | null | null |
739b4710-3eb8-4e99-aa5e-83b16d653e4d | 2025-05-24T01:02:24 | endpoint | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint registry_change moment by hpage No additional info | {
"geo_location": "China",
"device_hash": "13a577441200408481026575d1769706",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/534.37.2 (KHTML, like Gecko) Version/5.0 Safari/534.37.2",
"session_id": "0a9071e9-6242-4a48-beda-8c582e18b465",
"risk_score": 11.85,
"confidence": 0.97
} | hpage | registry_change | moment | 4,047 | svchost.exe | No additional info | Endpoint registry_change moment by hpage No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2415b5e9-9a88-4589-b7f1-9a7ed1d7c012 | 2025-02-09T17:27:34 | cloud | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|low| desc=Cloud permission_escalation in Azure by caleb25 No additional info | {
"geo_location": "Cuba",
"device_hash": "fec63262dd9f35014aa962802361df19da0089d9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/3.0)",
"session_id": "b1ccde99-db77-46d2-b6ea-1f55fad4a68d",
"risk_score": 29.53,
"confidence": 0.61
} | caleb25 | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in Azure by caleb25 No additional info | null | null | null | null | null | null | null | null | null | Azure | res-e18171c2 | null | null | null | null | null | null | null | null | null | null |
53f3e167-b0ad-4374-9bdf-19007c7ea6cc | 2025-05-17T23:58:18 | ai | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by angela14 No additional info | {
"geo_location": "Thailand",
"device_hash": "5c7856c08d0725a89fae91b0bfe6e0c3cea482b6cffa5ede065b1012a4732b3f",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/55.0.842.0 Safari/534.1",
"session_id": "d2b8994e-5c16-47d5-b1fa-8e4e1fa863a6",
"risk_score": 57.24,
"con... | angela14 | membership_inference | null | null | null | No additional info | AI system membership_inference by angela14 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-2eee919f | 731bb8618d688ab5075786019d4583b8b61a7816 | 89ae748c429d13cf2a8d7cf0ae8438b0 | null | null | null | null | null | null | null |
b2c37ad5-06b5-431a-95eb-560f7a066850 | 2025-04-15T15:42:41 | iot | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat sensor_spoofing No additional info | {
"geo_location": "Northern Mariana Islands",
"device_hash": "dab48d174bc65a6dec134302014028ad17d569a227e8059bde6d5c409add4f04",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_4 rv:2.0; ko-KR) AppleWebKit/535.48.6 (KHTML, like Gecko) Version/5.0.2 Safari/535.48.6",
"session_id": "ccf57527-ff26-402c-... | null | sensor_spoofing | null | null | null | No additional info | IoT device Thermostat sensor_spoofing No additional info | null | Thermostat | iot-57026d22 | 10.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1cc34cc3-9cc4-48c5-86b7-fded822daa82 | 2025-04-23T20:18:49 | endpoint | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task /game/upon.webm by ephillips MITRE Technique: T1486 | {
"geo_location": "Belarus",
"device_hash": "b4cb12fd063bd48b2d4307081be4c891c5cc0aef16e83494ae57d0300029ab10",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/55.0.816.0 Safari/534.1",
"session_id": "aba3bc32-79c0-4a80-ae72-a160c71c571f",
"risk_score": 37.06,
"conf... | ephillips | scheduled_task | /game/upon.webm | 9,134 | powershell.exe | MITRE Technique: T1486 | Endpoint scheduled_task /game/upon.webm by ephillips MITRE Technique: T1486 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5e5b5cd1-5b72-4758-8e31-12ba4e6e710e | 2025-04-05T15:57:49 | cloud | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|info| desc=Cloud permission_escalation in Azure by norma38 No additional info noise=C7E8C723 | {
"geo_location": "Niue",
"device_hash": "5dd8ee8d8e00622a7bb9eb0f0d95e04949164086b81cf2e08b0f78df03363472",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 95; Trident/4.1)",
"session_id": "2781c958-ff46-4523-ae6c-9543e49ac056",
"risk_score": 56.87,
"confidence": 0.51
} | norma38 | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in Azure by norma38 No additional info | {
"baseline_deviation": 1.92,
"entropy": 2.93,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | Azure | res-7fcc43a0 | null | null | null | null | null | null | null | null | null | null |
ca2f2cf3-6bbd-4ac8-ac98-7bf8a026cf1a | 2025-05-16T01:25:58 | iot | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC battery_drain No additional info | {
"geo_location": "Isle of Man",
"device_hash": "4d0060ff4f7f71d7f97ff505ccd3cbe9e5565287",
"user_agent": "Opera/9.94.(X11; Linux x86_64; bo-CN) Presto/2.9.167 Version/10.00",
"session_id": "8adafae6-04df-4c23-a0ff-2e50d6851b87",
"risk_score": 50.72,
"confidence": 0.14
} | null | battery_drain | null | null | null | No additional info | IoT device HVAC battery_drain No additional info | null | HVAC | iot-9a8b8585 | 3.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a634025d-36d0-481c-86f3-daa9e261897b | 2025-02-16T03:17:17 | ai | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|critical| desc=AI system model_access by rosskenneth MITRE Technique: T1053.005 | {
"geo_location": "Cambodia",
"device_hash": "c6ffd6a7030f0a70f044247749fdd255a30dce08596897434df92bfecd9d6114",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/3.1)",
"session_id": "d1fcf26b-18fb-4759-8643-1a49d1947bf5",
"risk_score": 70.19,
"confidence": 0.11
} | rosskenneth | model_access | null | null | null | MITRE Technique: T1053.005 | AI system model_access by rosskenneth MITRE Technique: T1053.005 | null | null | null | null | null | null | null | null | null | null | null | model-b44c4bdc | 4d515070779c4bff2f640a11cd0b4dd56cb726be966b67c4e7a99f9202872db5 | 34feaf55dd89a22a79ed8ccf3ded4de7687179c7 | null | null | null | null | null | null | null |
a59321a6-e7a8-44d4-8988-0fada7ffff33 | 2025-03-26T18:39:14 | cloud | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in GCP by ramirezalexander Unconventional IOC: Power consumption spikes noise=ABABD87A | {
"geo_location": "San Marino",
"device_hash": "713b14a20a522949f5ca66cac17bf49c",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/50.0.835.0 Safari/535.0",
"session_id": "ff208ba8-007d-4f49-a145-7a786e99dcd1",
"risk_score": 46.39,
"confidence": 0.15
} | ramirezalexander | container_escape | null | null | null | Unconventional IOC: Power consumption spikes | Cloud container_escape in GCP by ramirezalexander Unconventional IOC: Power consumption spikes | null | null | null | null | null | null | null | null | null | GCP | res-8695cf11 | null | null | null | null | null | null | null | null | null | null |
718e3133-1a9f-4321-af1b-4289bcc58eb2 | 2025-06-06T11:53:59 | iot | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|medium| desc=IoT device Sensor physical_tamper MITRE Technique: T1566.001 | {
"geo_location": "Ghana",
"device_hash": "25264d67ebaeb8e0d2026d0e850cf1c5b4db9eb92226639ed28ac815cb822e44",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.0; Trident/3.1)",
"session_id": "a69d2cc1-c36a-4038-bf96-f900227246b6",
"risk_score": 17.42,
"confidence": 0.3
} | null | physical_tamper | null | null | null | MITRE Technique: T1566.001 | IoT device Sensor physical_tamper MITRE Technique: T1566.001 | null | Sensor | iot-07d9c6d2 | 3.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f97accfa-50c8-4807-bf17-c45bd4808fbe | 2025-06-12T07:00:27 | firewall | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine TCP traffic from 197.186.166.92:655 to 63.68.65.166:413 No additional info | {
"geo_location": "Mexico",
"device_hash": "7339168b3b413e24936a5fae1e078d95",
"user_agent": "Mozilla/5.0 (Windows NT 5.01) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/59.0.880.0 Safari/535.0",
"session_id": "43311c14-a647-4b5a-ad71-2ff029f5a23c",
"risk_score": 31.12,
"confidence": 0
} | null | quarantine | null | null | null | No additional info | Firewall quarantine TCP traffic from 197.186.166.92:655 to 63.68.65.166:413 No additional info | null | null | null | null | 197.186.166.92 | 63.68.65.166 | null | null | null | null | null | null | null | null | 655 | 413 | TCP | 998,599 | 1,237 | null | null |
92644d21-9f0e-4f00-85c6-b86d3333d354 | 2025-04-30T17:56:59 | iot | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat unusual_activity MITRE Technique: T1190 | Unconventional IOC: ACPI table modifications | {
"geo_location": "Denmark",
"device_hash": "a2948ecd995dfe22c82947c11a0e21cd002b5e7697e079103b659cb8caa3e850",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 16_7_7 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) FxiOS/14.3x4281.0 Mobile/88K918 Safari/536.1",
"session_id": "c8a0cad9-0eaf-4656-a79c-829f9eb3... | null | unusual_activity | null | null | null | MITRE Technique: T1190 | Unconventional IOC: ACPI table modifications | IoT device Thermostat unusual_activity MITRE Technique: T1190 | Unconventional IOC: ACPI table modifications | null | Thermostat | iot-a7c7f9df | 6.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b5e72222-7a43-483d-8a6d-3960db87a79c | 2025-03-21T12:48:01 | ids_alert | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|high| desc=OSSEC Alert: Container Escape detected from 10.177.147.133 targeting N/A MITRE Technique: T1574.002 | {
"geo_location": "United States Minor Outlying Islands",
"device_hash": "1bae666a8fbc09baf8f84a80cafb210c",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_5 rv:6.0; hi-IN) AppleWebKit/534.31.5 (KHTML, like Gecko) Version/4.0.3 Safari/534.31.5",
"session_id": "8bb79185-2fbd-47a0-bdfc-41a923b4c19c"... | null | null | null | null | null | MITRE Technique: T1574.002 | OSSEC Alert: Container Escape detected from 10.177.147.133 targeting N/A MITRE Technique: T1574.002 | null | null | null | null | 10.177.147.133 | N/A | Container Escape | SIG-7479 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
7bb9ed9a-ddd6-4456-ae87-387af39fc91b | 2025-04-14T08:49:58 | endpoint | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint powershell_exec /five/interesting.css by ksimpson MITRE Technique: T1071.001 | {
"geo_location": "Saint Martin",
"device_hash": "a0a4d269715f2203ddcbd67de89ffea9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Trident/4.1)",
"session_id": "e0c25607-b3e3-4006-a9f0-6ec59045098a",
"risk_score": 44.26,
"confidence": 0.82
} | ksimpson | powershell_exec | /five/interesting.css | 5,958 | explorer.exe | MITRE Technique: T1071.001 | Endpoint powershell_exec /five/interesting.css by ksimpson 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 |
83ec5ad9-2bfb-49e2-9a96-47ba63a7e379 | 2025-05-27T07:23:56 | firewall | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|critical| desc=Firewall inspect UDP traffic from 172.109.184.24:630 to 195.214.11.0:56851 MITRE Technique: T1486 noise=search/main | {
"geo_location": "Netherlands Antilles",
"device_hash": "6a99581d6fbb791d50e52c4570206c65",
"user_agent": "Opera/9.36.(Windows CE; dv-MV) Presto/2.9.185 Version/10.00",
"session_id": "cc49ed55-c9bf-45f7-b280-a27371c5766c",
"risk_score": 73.02,
"confidence": 0.74
} | null | inspect | null | null | null | MITRE Technique: T1486 | Firewall inspect UDP traffic from 172.109.184.24:630 to 195.214.11.0:56851 MITRE Technique: T1486 | null | null | null | null | 172.109.184.24 | 195.214.11.0 | null | null | null | null | null | null | null | null | 630 | 56,851 | UDP | 515,920 | 2,793 | null | null |
1cb2d568-7580-4f5e-b82a-df7c0bb2853a | 2025-02-25T01:18:03 | network | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 148.173.125.93 to 58.72.150.140 No additional info | {
"geo_location": "Cayman Islands",
"device_hash": "ac89667a4ca1717c5995947e55606cf4",
"user_agent": "Mozilla/5.0 (Windows NT 6.1; the-NP; rv:1.9.1.20) Gecko/8410-01-21 00:19:20 Firefox/14.0",
"session_id": "a95ceb03-8391-4442-a5ea-8d9189f47e6e",
"risk_score": 68.3,
"confidence": 0.21
} | null | data_exfiltration | null | null | null | No additional info | Network data_exfiltration from 148.173.125.93 to 58.72.150.140 No additional info | null | null | null | null | 148.173.125.93 | 58.72.150.140 | null | null | null | null | null | null | null | null | null | null | ICMP | 510,881 | null | null | null |
a4dc073e-c37d-4260-bf73-548360da244b | 2025-03-06T09:08:06 | cloud | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in OCI by aprilhunter Unconventional IOC: Bios timestamp anomalies | Cross-tenant access detected | {
"geo_location": "Micronesia",
"device_hash": "884845af2c3d4f299c51edac3e176ac015e50cb0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/3.1)",
"session_id": "b50b1be1-fd1e-4638-8f32-7c7f3fc6e0eb",
"risk_score": 58.16,
"confidence": 0.51
} | aprilhunter | api_abuse | null | null | null | Unconventional IOC: Bios timestamp anomalies | Cross-tenant access detected | Cloud api_abuse in OCI by aprilhunter Unconventional IOC: Bios timestamp anomalies | Cross-tenant access detected | {
"baseline_deviation": 0.72,
"entropy": 4.51,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | OCI | res-c7e34bed | null | null | null | null | null | null | null | null | null | null |
f8f4e363-97c8-471b-9ae2-51d755fb926d | 2025-05-28T12:30:16 | network | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|info| desc=Network beaconing from 104.107.214.177 to 80.113.202.61 No additional info | {
"geo_location": "Madagascar",
"device_hash": "8f490bdbb96bad97f7ee6ee96ddc62b14ebcbd6a63fe19812a141caa4c2c9cf8",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_1 rv:3.0; cs-CZ) AppleWebKit/534.16.6 (KHTML, like Gecko) Version/4.0.4 Safari/534.16.6",
"session_id": "1d9e1034-101b-49ef-8485-8793de44e4... | null | beaconing | null | null | null | No additional info | Network beaconing from 104.107.214.177 to 80.113.202.61 No additional info | null | null | null | null | 104.107.214.177 | 80.113.202.61 | null | null | null | null | null | null | null | null | null | null | ICMP | 255,949 | null | null | null |
60692d6d-abb1-422b-ab3e-d4c57c62db14 | 2025-07-08T14:22:33 | ai | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|high| desc=AI system model_inversion by onelson No additional info | {
"geo_location": "Equatorial Guinea",
"device_hash": "1b97e1f53804d1dfb969858be5741d0e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.01; Trident/5.0)",
"session_id": "ca01ba82-3258-45fb-b366-48319ff43717",
"risk_score": 46.85,
"confidence": 0.49
} | onelson | model_inversion | null | null | null | No additional info | AI system model_inversion by onelson No additional info | null | null | null | null | null | null | null | null | null | null | null | model-5ce50cec | dd062315db52fd76397a34197e1e0971a5625b9f039f26062b9ae5a1a0a05e41 | 1204c6274b22da09e28dcb6d7b9bd9ca | null | null | null | null | null | null | null |
161bc5c8-bbf0-4a61-9e0b-dd4c60b96b9b | 2025-01-28T02:26:37 | network | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 24.245.244.186 to 70.149.240.43 No additional info | {
"geo_location": "Aruba",
"device_hash": "a66bee887598381aabf46c1c316ead52d4a46b88",
"user_agent": "Opera/9.95.(X11; Linux x86_64; gez-ER) Presto/2.9.183 Version/11.00",
"session_id": "013215bb-8940-4bc3-9094-87ceca068c8c",
"risk_score": 47.43,
"confidence": 0.84
} | null | protocol_anomaly | null | null | null | No additional info | Network protocol_anomaly from 24.245.244.186 to 70.149.240.43 No additional info | null | null | null | null | 24.245.244.186 | 70.149.240.43 | null | null | null | null | null | null | null | null | null | null | ICMP | 698,215 | null | null | null |
b000f69a-3410-4a82-9b0a-acf100203e58 | 2025-02-12T11:32:49 | firewall | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only UDP traffic from 16.83.3.95:318 to 213.184.168.127:311 No additional info | {
"geo_location": "Saudi Arabia",
"device_hash": "fbf564ab2473e68f5f6f848970c3ffa46655b32d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 11.0; Trident/5.0)",
"session_id": "d73ddb66-8f38-48f5-bc8f-aece90235d1e",
"risk_score": 86.73,
"confidence": 0.88
} | null | log-only | null | null | null | No additional info | Firewall log-only UDP traffic from 16.83.3.95:318 to 213.184.168.127:311 No additional info | {
"baseline_deviation": 1.86,
"entropy": 2.44,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 16.83.3.95 | 213.184.168.127 | null | null | null | null | null | null | null | null | 318 | 311 | UDP | 197,419 | 665 | null | null |
0c217f91-cc69-478e-89c2-02c3432dbad0 | 2025-05-20T10:57:10 | auth | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|high| desc=Auth locked for vanessaashley via password from 170.195.245.10 MITRE Technique: T1059.001 | Associated Threat Actor: Lazarus Group noise=tag/posts/categories | {
"geo_location": "Ethiopia",
"device_hash": "2c7524e4e3e4884ca28cfff92b2863811de92e79",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/5.1)",
"session_id": "a0d62ff6-7fd9-4dba-9457-ff6ce5b38e4f",
"risk_score": 25.88,
"confidence": 0.04
} | vanessaashley | locked | null | null | null | MITRE Technique: T1059.001 | Associated Threat Actor: Lazarus Group | Auth locked for vanessaashley via password from 170.195.245.10 MITRE Technique: T1059.001 | Associated Threat Actor: Lazarus Group | null | null | null | null | 170.195.245.10 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | ca:ca:41:44:fb:5b |
07f10a83-5ea7-459c-98c7-6dbf671f8808 | 2025-01-15T09:28:13 | auth | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|high| desc=Auth timeout for marshallkathleen via password from 39.12.203.171 MITRE Technique: T1059.005 noise=RGVjYWRlLg== | {
"geo_location": "French Southern Territories",
"device_hash": "9a29cf8c00d03ff9868ece2aee29516aca4491e1",
"user_agent": "Mozilla/5.0 (Android 4.1.2; Mobile; rv:35.0) Gecko/35.0 Firefox/35.0",
"session_id": "cbd93d12-d59f-40d6-9b6c-d40dcf977d97",
"risk_score": 39.65,
"confidence": 0.22
} | marshallkathleen | timeout | null | null | null | MITRE Technique: T1059.005 | Auth timeout for marshallkathleen via password from 39.12.203.171 MITRE Technique: T1059.005 | null | null | null | null | 39.12.203.171 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | e1:c3:72:47:6a:cb |
ed49b21e-2064-4e28-85df-3c5a877c5247 | 2025-04-07T00:25:44 | firewall | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|low| desc=Firewall allow TCP traffic from 4.66.112.228:420 to 108.88.236.173:721 No additional info | {
"geo_location": "Sierra Leone",
"device_hash": "51cdefbf0775e9838c129bfa0ba292f6295a690a",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 11_4_1 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) FxiOS/14.2w8822.0 Mobile/01Z424 Safari/536.1",
"session_id": "655f2234-fe3f-4647-b324-e75b4dd25825",
"risk_... | null | allow | null | null | null | No additional info | Firewall allow TCP traffic from 4.66.112.228:420 to 108.88.236.173:721 No additional info | null | null | null | null | 4.66.112.228 | 108.88.236.173 | null | null | null | null | null | null | null | null | 420 | 721 | TCP | 607,328 | 1,309 | null | null |
cf88840b-d812-4bc7-ad89-bfbddcf23f17 | 2025-03-16T21:59:45 | cloud | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud permission_escalation in GCP by francogeorge No additional info | {
"geo_location": "Oman",
"device_hash": "7596e95389e2d9a7972556dc554a2a01",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_2 rv:5.0; ht-HT) AppleWebKit/532.30.4 (KHTML, like Gecko) Version/4.0.5 Safari/532.30.4",
"session_id": "d833335c-1de7-4285-96bb-c09a40ec74ae",
"risk_score": 29.34,
"confiden... | francogeorge | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in GCP by francogeorge No additional info | null | null | null | null | null | null | null | null | null | GCP | res-dec68c2d | null | null | null | null | null | null | null | null | null | null |
c263a9c8-afcb-45ec-bda8-88d0db20b247 | 2025-03-20T22:46:35 | firewall | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop HTTP traffic from 137.241.91.189:904 to 25.186.192.188:856 MITRE Technique: T1053.005 | Associated Threat Actor: Lazarus Group | {
"geo_location": "Cayman Islands",
"device_hash": "ed59062f79c4b2130c7f20048705925a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.0; Trident/5.1)",
"session_id": "cb6948e0-1788-47ce-9237-6f505665e478",
"risk_score": 32.36,
"confidence": 0.49
} | null | drop | null | null | null | MITRE Technique: T1053.005 | Associated Threat Actor: Lazarus Group | Firewall drop HTTP traffic from 137.241.91.189:904 to 25.186.192.188:856 MITRE Technique: T1053.005 | Associated Threat Actor: Lazarus Group | null | null | null | null | 137.241.91.189 | 25.186.192.188 | null | null | null | null | null | null | null | null | 904 | 856 | HTTP | 408,440 | 2,986 | null | null |
a0c2ac81-d05a-4969-98d5-7c08d15d542b | 2025-06-29T06:55:02 | cloud | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|high| desc=Cloud crypto_mining in AWS by katieestes MITRE Technique: T1110.003 | {
"geo_location": "Grenada",
"device_hash": "34c0452181e8a6a13a5ed2635a9aafa344747a7adda5ffd968a18fa68778cf6e",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_7 rv:4.0; mg-MG) AppleWebKit/534.29.2 (KHTML, like Gecko) Version/5.0 Safari/534.29.2",
"session_id": "ae33bb80-a59b-49a6-8de6-ed9e5dd2b913"... | katieestes | crypto_mining | null | null | null | MITRE Technique: T1110.003 | Cloud crypto_mining in AWS by katieestes MITRE Technique: T1110.003 | null | null | null | null | null | null | null | null | null | AWS | res-694d36b0 | null | null | null | null | null | null | null | null | null | null |
917456be-574b-415d-b895-ed2b7a7a701b | 2025-05-16T21:59:04 | iot | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor firmware_update No additional info noise=TWFqb3Iu | {
"geo_location": "Kiribati",
"device_hash": "aabaf86a8eccc04495bcf5bec628039dedb84aa149326ee058bf2f177e837b65",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/3.0)",
"session_id": "5594f701-e424-4eda-aabe-cce60d5264d3",
"risk_score": 75.23,
"confidence": 0.63
} | null | firmware_update | null | null | null | No additional info | IoT device Sensor firmware_update No additional info | {
"baseline_deviation": 1.9,
"entropy": 2.23,
"frequency_anomaly": true,
"sequence_anomaly": false
} | Sensor | iot-b2f01109 | 7.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
10543616-deb5-4aec-9824-c3f48d4bc2fa | 2025-03-26T05:28:16 | network | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 58.209.39.110 to 222.163.121.116 No additional info | {
"geo_location": "Bhutan",
"device_hash": "9c484542c76b163620f6ecb71669974f",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_7 rv:4.0; ti-ET) AppleWebKit/532.24.6 (KHTML, like Gecko) Version/4.0.5 Safari/532.24.6",
"session_id": "3ae19144-6dd9-4ba8-9a0a-5653b5c6577c",
"risk_score": 41.37,
"confi... | null | bandwidth_usage | null | null | null | No additional info | Network bandwidth_usage from 58.209.39.110 to 222.163.121.116 No additional info | null | null | null | null | 58.209.39.110 | 222.163.121.116 | null | null | null | null | null | null | null | null | null | null | HTTP | 360,539 | null | null | null |
79e4a023-c15a-4762-8b93-676332ae3958 | 2025-03-05T18:04:24 | endpoint | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint wmi_exec nor by robingrimes MITRE Technique: T1486 | {
"geo_location": "Mauritius",
"device_hash": "17366c1ea5a894e360d8ca77b1160700",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 95; Trident/4.0)",
"session_id": "a1adc81e-d9e4-43d2-bf04-51fc8a0fd405",
"risk_score": 77.9,
"confidence": 0.36
} | robingrimes | wmi_exec | nor | 9,302 | explorer.exe | MITRE Technique: T1486 | Endpoint wmi_exec nor by robingrimes MITRE Technique: T1486 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2833711c-43ba-4b47-9678-1e4a1758c6f7 | 2025-04-25T06:30:16 | network | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 85.191.78.58 to 75.172.207.153 MITRE Technique: T1078.004 | {
"geo_location": "Norfolk Island",
"device_hash": "efc6664eccbe1fdf1db533cd6d6be3bc",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 9_3_5 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/56.0.899.0 Mobile/98N661 Safari/535.2",
"session_id": "942f4217-9b21-438a-af21-de8348af632a",
"risk_score": 57.6... | null | latency_spike | null | null | null | MITRE Technique: T1078.004 | Network latency_spike from 85.191.78.58 to 75.172.207.153 MITRE Technique: T1078.004 | null | null | null | null | 85.191.78.58 | 75.172.207.153 | null | null | null | null | null | null | null | null | null | null | UDP | 446,365 | null | null | null |
a64949f7-8520-401d-b1c8-04311c0335fb | 2025-06-18T08:07:34 | ids_alert | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|high| desc=QRadar Alert: DNS Tunneling detected from 112.26.143.92 targeting 129.17.225.37 MITRE Technique: T1110.003 | {
"geo_location": "Turkmenistan",
"device_hash": "58af37bd7e5e1ca73c3755e1994497f2ed1a7f3eec80a6cee13fca2640e38537",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_2; rv:1.9.6.20) Gecko/8323-05-31 19:12:14 Firefox/3.8",
"session_id": "feadd60e-9d7d-4f16-8a4f-9364a8eb22b5",
"risk_score": 40.38,
... | null | null | null | null | null | MITRE Technique: T1110.003 | QRadar Alert: DNS Tunneling detected from 112.26.143.92 targeting 129.17.225.37 MITRE Technique: T1110.003 | null | null | null | null | 112.26.143.92 | 129.17.225.37 | DNS Tunneling | SIG-1300 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
b1b5ec6c-7a5c-494f-b1e3-9f0965c17ef0 | 2025-01-29T15:28:53 | ai | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|low| desc=AI system model_access by amymurray No additional info | {
"geo_location": "Central African Republic",
"device_hash": "0959dbafbb8a3ab53af58ea0be48aa70264ce0a3e21bbdb9ef889c32bfe98fbe",
"user_agent": "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/14.0.893.0 Safari/535.1",
"session_id": "275dfb84-ea9d-4fa5-9381-fa87b98a1eda",
"risk_score"... | amymurray | model_access | null | null | null | No additional info | AI system model_access by amymurray No additional info | null | null | null | null | null | null | null | null | null | null | null | model-756b3c7a | 59adc358386bed4e96d14023201babf1ec09aabf3d54226aec28cbf16694c1d4 | 176bf2984f2d48c7523f3bb3a5338c6a | null | null | null | null | null | null | null |
e9b12c12-5021-49b2-b46e-7234a5bfb1ba | 2025-03-05T18:44:33 | network | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|high| desc=Network connection from 111.210.173.132 to 10.59.242.96 Associated Threat Actor: REvil | {
"geo_location": "Saint Martin",
"device_hash": "923a96d2450968169a58534a533f4a9de03321ea",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; mt-MT) AppleWebKit/534.21.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6534.21.5",
"session_id": "34d87b25-267b-40b6-ace9-a95007dad832",
... | null | connection | null | null | null | Associated Threat Actor: REvil | Network connection from 111.210.173.132 to 10.59.242.96 Associated Threat Actor: REvil | null | null | null | null | 111.210.173.132 | 10.59.242.96 | null | null | null | null | null | null | null | null | null | null | ICMP | 242,710 | null | null | null |
6955a895-47da-409c-a3d9-275fe0301423 | 2025-05-07T18:32:48 | firewall | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|low| desc=Firewall allow SMB traffic from 48.246.2.131:550 to 131.12.68.83:307 No additional info | {
"geo_location": "Iraq",
"device_hash": "04885827944e504090f4a36bf88a141640ae603ccbd63041d6eb95fb5e359dcf",
"user_agent": "Opera/9.43.(X11; Linux i686; ts-ZA) Presto/2.9.189 Version/10.00",
"session_id": "0c972b75-f24f-471e-9f9f-66c1f5b70397",
"risk_score": 26.68,
"confidence": 0.3
} | null | allow | null | null | null | No additional info | Firewall allow SMB traffic from 48.246.2.131:550 to 131.12.68.83:307 No additional info | null | null | null | null | 48.246.2.131 | 131.12.68.83 | null | null | null | null | null | null | null | null | 550 | 307 | SMB | 358,476 | 1,070 | null | null |
228e943e-09dc-405d-85a6-d809f4beac01 | 2025-04-11T13:59:05 | ids_alert | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|low| desc=OSSEC Alert: MFA Bypass detected from 193.136.245.39 targeting 41.243.78.26 Unconventional IOC: CPU microcode changes | {
"geo_location": "Niger",
"device_hash": "b386574aaafcf8f1eb0c7b584e3ae9820c3d20de35e90c1bf5120865478b67fb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/5.0)",
"session_id": "e61057ac-fd37-469d-862d-692f66476a43",
"risk_score": 42.72,
"confidence": 0.35
} | null | null | null | null | null | Unconventional IOC: CPU microcode changes | OSSEC Alert: MFA Bypass detected from 193.136.245.39 targeting 41.243.78.26 Unconventional IOC: CPU microcode changes | null | null | null | null | 193.136.245.39 | 41.243.78.26 | MFA Bypass | SIG-7145 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
337c9b16-21b7-4551-bb75-03c8eb2e65c7 | 2025-02-05T09:41:09 | network | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|high| desc=Network bandwidth_usage from 215.120.130.104 to 116.33.212.228 MITRE Technique: T1071.001 | {
"geo_location": "Mauritius",
"device_hash": "b5e40ecba306c169b07103c2d363ffabc2cb7d83",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 11_4_1 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) CriOS/28.0.856.0 Mobile/71I556 Safari/533.0",
"session_id": "cd4a51b3-18e5-4149-9b73-0ab192ac850d",
"risk_scor... | null | bandwidth_usage | null | null | null | MITRE Technique: T1071.001 | Network bandwidth_usage from 215.120.130.104 to 116.33.212.228 MITRE Technique: T1071.001 | null | null | null | null | 215.120.130.104 | 116.33.212.228 | null | null | null | null | null | null | null | null | null | null | HTTP | 260,914 | null | null | null |
4a185249-db87-4d12-9659-b3c8ea69e2d3 | 2025-02-21T19:01:53 | network | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|medium| desc=Network latency_spike from 201.32.195.203 to 60.211.232.196 No additional info | {
"geo_location": "Guinea",
"device_hash": "207c4c2659c6c63d17967af928cd7635",
"user_agent": "Opera/9.13.(Windows NT 6.0; tl-PH) Presto/2.9.173 Version/12.00",
"session_id": "7218edf8-dc2f-4bd0-8729-3967e111e3e0",
"risk_score": 15.25,
"confidence": 0.06
} | null | latency_spike | null | null | null | No additional info | Network latency_spike from 201.32.195.203 to 60.211.232.196 No additional info | null | null | null | null | 201.32.195.203 | 60.211.232.196 | null | null | null | null | null | null | null | null | null | null | HTTP | 234,630 | null | null | null |
605b98e5-b298-4bca-bff6-b3dc0207eeb9 | 2025-02-27T06:52:55 | firewall | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|high| desc=Firewall allow RDP traffic from 31.149.80.23:221 to 213.115.102.10:637 No additional info noise=A7DF87F6 | {
"geo_location": "Guinea-Bissau",
"device_hash": "d066f7997b65a617fca3f123291c82a9454e33224c19d04c786dcdf623cba18b",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 4_3_5 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) CriOS/23.0.825.0 Mobile/31D551 Safari/531.2",
"session_id": "863f4d28-16cd-4879-8abb-6a9f... | null | allow | null | null | null | No additional info | Firewall allow RDP traffic from 31.149.80.23:221 to 213.115.102.10:637 No additional info | {
"baseline_deviation": 2.68,
"entropy": 7.27,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 31.149.80.23 | 213.115.102.10 | null | null | null | null | null | null | null | null | 221 | 637 | RDP | 717,862 | 1,240 | null | null |
2855d2ce-0771-4453-916a-cbb4714d977c | 2025-06-28T13:46:56 | auth | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for yadams via biometric from 10.120.229.52 No additional info | {
"geo_location": "Niue",
"device_hash": "5f4a632cb5d07456e7fef550d4e549b371c890d54068644387693733fea20c03",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/5.1)",
"session_id": "b282afab-5792-481b-95b6-3f914a2dac85",
"risk_score": 72.03,
"confidence": 0.89
} | yadams | timeout | null | null | null | No additional info | Auth timeout for yadams via biometric from 10.120.229.52 No additional info | null | null | null | null | 10.120.229.52 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 06:b5:dd:b4:84:39 |
b77e52b8-5a1e-4ba5-a26e-4dfe667d7726 | 2025-05-04T04:51:16 | auth | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|low| desc=Auth locked for carrie00 via MFA from 119.85.62.253 No additional info | {
"geo_location": "Bermuda",
"device_hash": "77610f13165dc0db774a10dbfac68d49d88941b588809124d162b90a79f583d2",
"user_agent": "Opera/8.95.(Windows CE; quz-PE) Presto/2.9.187 Version/11.00",
"session_id": "2622112d-2781-4446-ae7a-834881745044",
"risk_score": 41.84,
"confidence": 0.61
} | carrie00 | locked | null | null | null | No additional info | Auth locked for carrie00 via MFA from 119.85.62.253 No additional info | null | null | null | null | 119.85.62.253 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | fd:16:d4:d7:02:f6 |
c85fb85f-618c-432f-9ad3-1904072d2aba | 2025-06-24T02:37:30 | ai | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|info| desc=AI system membership_inference by kimberly51 No additional info | {
"geo_location": "Palau",
"device_hash": "09e4c192872f91867d4635956c7d86f083289219",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/4.1)",
"session_id": "52bc6df9-4c23-4543-b1e1-72b533b8f776",
"risk_score": 72.13,
"confidence": 0.54
} | kimberly51 | membership_inference | null | null | null | No additional info | AI system membership_inference by kimberly51 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-a2f2e399 | d905d89ea37fef2cd6b37a5c4028c4b03d97975c9ce01802bf8d12b3cfa71947 | dac28701a4156bbc4b54054ca815961b | null | null | null | null | null | null | null |
dbf1391e-0061-45b9-b764-b616c8418f22 | 2025-03-09T05:09:33 | iot | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|info| desc=IoT device Camera command_injection No additional info | {
"geo_location": "Morocco",
"device_hash": "77e62eebcc987b588906d5cca13e4ad6830d22b643345b58e2772f0ac12e0aac",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/9579-12-24 12:50:17 Firefox/3.8",
"session_id": "75379127-3eb9-4715-bcf9-0f28c6eaac1f",
"risk_score": 56.81,
"confidence": 0.28
} | null | command_injection | null | null | null | No additional info | IoT device Camera command_injection No additional info | null | Camera | iot-0b5ca2e0 | 1.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
75193c27-b0a8-4720-8510-454fc8289729 | 2025-05-05T18:55:11 | network | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|low| desc=Network beaconing from 10.73.127.77 to 176.47.80.44 No additional info | {
"geo_location": "Romania",
"device_hash": "2f76d5ec30e500a1814f3be34d6628dca5d4e7325bcd755e0955c3e0f5ce1e71",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/535.5.4 (KHTML, like Gecko) Version/5.1 Safari/535.5.4",
"session_id": "02d1718a-8224-487c-93ab-de2e27402c2d",
"risk_score": 26.06,
... | null | beaconing | null | null | null | No additional info | Network beaconing from 10.73.127.77 to 176.47.80.44 No additional info | null | null | null | null | 10.73.127.77 | 176.47.80.44 | null | null | null | null | null | null | null | null | null | null | UDP | 461,743 | null | null | null |
18e2f317-c840-4ba4-b698-4f8423b450e4 | 2025-07-01T11:25:31 | cloud | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|medium| desc=Cloud lambda_execution in AWS by mooregina No additional info | {
"geo_location": "Estonia",
"device_hash": "dfc35e324a6afc32a469746a538854cfcb6f5214c594b05cd8133268bc753c1c",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 5_1_1 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) FxiOS/9.5r1174.0 Mobile/39D187 Safari/534.1",
"session_id": "b283087d-6a31-401e-96db-423241... | mooregina | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in AWS by mooregina No additional info | null | null | null | null | null | null | null | null | null | AWS | res-ec41ade6 | null | null | null | null | null | null | null | null | null | null |
630a6086-45e8-4fca-9b04-35ed7b89f44c | 2025-03-08T20:21:24 | network | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|low| desc=Network beaconing from 189.125.237.220 to 74.72.113.165 MITRE Technique: T1053.005 | DGA domain detected | {
"geo_location": "Djibouti",
"device_hash": "b315f86be730cca132897cd17d954cc771f505c26ffaed3fa39dfb69879c9ca0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/4.0)",
"session_id": "8e20441b-3a02-418a-98f3-1c64776423ca",
"risk_score": 78.94,
"confidence": 0.08
} | null | beaconing | null | null | null | MITRE Technique: T1053.005 | DGA domain detected | Network beaconing from 189.125.237.220 to 74.72.113.165 MITRE Technique: T1053.005 | DGA domain detected | null | null | null | null | 189.125.237.220 | 74.72.113.165 | null | null | null | null | null | null | null | null | null | null | HTTP | 206,991 | null | null | null |
531be5f2-a8b9-45af-9803-6591929476b4 | 2025-06-28T14:05:56 | endpoint | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint driver_load style by cynthia13 MITRE Technique: T1547.001 | {
"geo_location": "Guernsey",
"device_hash": "9d3ccf05240a47bca09f916286a22c44",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.1; Trident/4.0)",
"session_id": "66532205-cba8-4b6c-9b5c-9dfca6e385b4",
"risk_score": 43.69,
"confidence": 0.83
} | cynthia13 | driver_load | style | 6,887 | powershell.exe | MITRE Technique: T1547.001 | Endpoint driver_load style by cynthia13 MITRE Technique: T1547.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
aa36dadd-fdc2-4e3b-9d57-f59abbee7e56 | 2025-04-10T08:14:14 | firewall | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall allow DNS traffic from 55.147.59.149:804 to 124.179.241.82:166 No additional info noise=3E3B251C | {
"geo_location": "Swaziland",
"device_hash": "56f21fd7ba46e9b9ea64ee51b64e34a0",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_7 rv:5.0; wo-SN) AppleWebKit/531.21.2 (KHTML, like Gecko) Version/4.0 Safari/531.21.2",
"session_id": "954bb6fb-43b3-4a22-be29-37cc378559fa",
"risk_score": 44.21,
"... | null | allow | null | null | null | No additional info | Firewall allow DNS traffic from 55.147.59.149:804 to 124.179.241.82:166 No additional info | null | null | null | null | 55.147.59.149 | 124.179.241.82 | null | null | null | null | null | null | null | null | 804 | 166 | DNS | 491,786 | 2,334 | null | null |
79ab6c4b-5582-4b5e-a4c0-e70b6dd5708d | 2025-05-17T22:39:57 | auth | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|high| desc=Auth bypass for marymeyers via MFA from 42.70.236.88 No additional info noise=4823AA7F | {
"geo_location": "Sri Lanka",
"device_hash": "295c6235ff932b9496b8eb723cd19ae4067b699f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Trident/4.0)",
"session_id": "cb7b67ea-72e8-42a7-80b1-b7fe544e5878",
"risk_score": 35.81,
"confidence": 0.93
} | marymeyers | bypass | null | null | null | No additional info | Auth bypass for marymeyers via MFA from 42.70.236.88 No additional info | null | null | null | null | 42.70.236.88 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | 60:1f:59:34:d2:e2 |
5ed0f139-dab7-4a9b-98db-68daa3ba40cc | 2025-06-08T10:56:12 | auth | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for penny56 via biometric from 100.134.237.153 MITRE Technique: T1486 | {
"geo_location": "Congo",
"device_hash": "792b50a62fc63bb2532d8ed7a19562e5f855ed59",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 6_1_6 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) CriOS/41.0.877.0 Mobile/85Q204 Safari/533.1",
"session_id": "8e89e63a-16a5-4658-9fef-ae4f30acbc72",
"risk_score": 42.44... | penny56 | timeout | null | null | null | MITRE Technique: T1486 | Auth timeout for penny56 via biometric from 100.134.237.153 MITRE Technique: T1486 | null | null | null | null | 100.134.237.153 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 78:f2:ab:d0:dd:02 |
7b083603-26c6-4587-bf94-be6071cec78f | 2025-03-01T01:33:49 | firewall | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop NTP traffic from 163.248.51.253:21 to 196.250.208.142:50427 Geo anomaly: Impossible travel detected | {
"geo_location": "Myanmar",
"device_hash": "694755876496429ecd84814d7ac19064",
"user_agent": "Mozilla/5.0 (Android 5.1.1; Mobile; rv:39.0) Gecko/39.0 Firefox/39.0",
"session_id": "3bedef56-80c5-4509-96f0-18f51986d9e6",
"risk_score": 29.43,
"confidence": 0.47
} | null | drop | null | null | null | Geo anomaly: Impossible travel detected | Firewall drop NTP traffic from 163.248.51.253:21 to 196.250.208.142:50427 Geo anomaly: Impossible travel detected | {
"baseline_deviation": 2.01,
"entropy": 4.7,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 163.248.51.253 | 196.250.208.142 | null | null | null | null | null | null | null | null | 21 | 50,427 | NTP | 436,542 | 69 | null | null |
ba8133fc-ca08-4a9d-a895-5cd998f3d122 | 2025-05-19T03:44:37 | ids_alert | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|medium| desc=OSSEC Alert: Domain Fronting detected from 197.23.170.40 targeting N/A No additional info noise=RWl0aGVyLg== | {
"geo_location": "Greece",
"device_hash": "cf8771d78af1bf59c9a39597cf7c7c66",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 8_4_1 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) CriOS/45.0.840.0 Mobile/66O806 Safari/534.1",
"session_id": "877ebc94-c0cb-4ea8-8b89-4867b0e9842a",
"risk_score": 14.06,
"co... | null | null | null | null | null | No additional info | OSSEC Alert: Domain Fronting detected from 197.23.170.40 targeting N/A No additional info | null | null | null | null | 197.23.170.40 | N/A | Domain Fronting | SIG-5860 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
341d37c3-369b-4ef7-864b-f10c22af9929 | 2021-07-13T08:50:29 | cloud | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|medium| desc=Cloud storage_access in Azure by thomasmejia No additional info | {
"geo_location": "Guadeloupe",
"device_hash": "a86fc75a5b92187d910e3751a75e962e177aae80",
"user_agent": "Opera/8.48.(Windows CE; the-NP) Presto/2.9.189 Version/11.00",
"session_id": "ff5d2652-7071-4627-bbc4-3f9a37bdbe91",
"risk_score": 64.99,
"confidence": 0.73
} | thomasmejia | storage_access | null | null | null | No additional info | Cloud storage_access in Azure by thomasmejia No additional info | {
"baseline_deviation": 2.78,
"entropy": 3.6,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | Azure | res-3598e30b | null | null | null | null | null | null | null | null | null | null |
3f063eae-ca69-4400-b0f0-1584935a8bc5 | 2025-07-05T06:13:51 | auth | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for alan29 via biometric from 79.75.6.158 MITRE Technique: T1486 | {
"geo_location": "Ethiopia",
"device_hash": "12f56cec607480feba68ce26c69fb638",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 6_1_6 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) FxiOS/9.1o7261.0 Mobile/44F772 Safari/534.1",
"session_id": "7d9dfb70-a060-4b83-bc8b-e664511c7096",
"risk_score": 58.24,... | alan29 | timeout | null | null | null | MITRE Technique: T1486 | Auth timeout for alan29 via biometric from 79.75.6.158 MITRE Technique: T1486 | {
"baseline_deviation": 0.55,
"entropy": 7.86,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 79.75.6.158 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 6b:65:b5:ac:53:d2 |
6924637d-cb22-45e7-99e9-62d89a77229e | 2025-02-15T14:05:04 | firewall | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop DNS traffic from 68.33.26.178:326 to 10.204.89.189:679 Geo anomaly: Impossible travel detected | {
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "739306a9ec7582cb558d0d3b1b5e50b50826c2cc88d8e3f8f212f896f9f809b3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/3.1)",
"session_id": "7470d8a7-efeb-4377-8d35-f095da8696df",
"risk_score": 70.62,
"co... | null | drop | null | null | null | Geo anomaly: Impossible travel detected | Firewall drop DNS traffic from 68.33.26.178:326 to 10.204.89.189:679 Geo anomaly: Impossible travel detected | null | null | null | null | 68.33.26.178 | 10.204.89.189 | null | null | null | null | null | null | null | null | 326 | 679 | DNS | 726,466 | 1,957 | null | null |
8150b3a7-5ee9-4e18-8ecb-47886aff0a76 | 2025-01-25T09:56:02 | cloud | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud container_escape in GCP by dunlapcheyenne No additional info | {
"geo_location": "Cyprus",
"device_hash": "1627d2c58f3b2417e4549c3db6954582",
"user_agent": "Opera/8.57.(X11; Linux i686; ve-ZA) Presto/2.9.172 Version/12.00",
"session_id": "d75021fd-af66-4610-9038-dd4e77245913",
"risk_score": 68.02,
"confidence": 0.14
} | dunlapcheyenne | container_escape | null | null | null | No additional info | Cloud container_escape in GCP by dunlapcheyenne No additional info | {
"baseline_deviation": 0.71,
"entropy": 5.17,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | GCP | res-6019b029 | null | null | null | null | null | null | null | null | null | null |
ddb89466-0a74-4741-98bb-7a164dcaedec | 2025-06-26T12:49:02 | cloud | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud api_abuse in Alibaba by kennethramirez No additional info | {
"geo_location": "Kazakhstan",
"device_hash": "ac5636f6024f255154e4df518884003a244bb29a73e72f1ca21324ed94ea116c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/3.1)",
"session_id": "a1f1a5cd-1207-4abb-ba04-9ea943145b92",
"risk_score": 67.37,
"confidence": 0.8
} | kennethramirez | api_abuse | null | null | null | No additional info | Cloud api_abuse in Alibaba by kennethramirez No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-786f60da | null | null | null | null | null | null | null | null | null | null |
6dece2c1-7116-4447-9fe4-4485db894fc9 | 2025-03-13T04:03:29 | auth | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|info| desc=Auth success for janet01 via password from 23.35.123.28 Associated Threat Actor: Conti | {
"geo_location": "Egypt",
"device_hash": "e1506d9211d0956c0fcac29531c8474593f95716",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/533.15.7 (KHTML, like Gecko) Version/5.0.1 Safari/533.15.7",
"session_id": "721516cc-9010-47a4-b62e-522b015252f1",
"risk_score": 39.76,
"confidence": 0.91
} | janet01 | success | null | null | null | Associated Threat Actor: Conti | Auth success for janet01 via password from 23.35.123.28 Associated Threat Actor: Conti | null | null | null | null | 23.35.123.28 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 6c:d5:fd:d6:98:0d |
75768b4e-9dd3-4336-ac34-61f4f928f8e6 | 2025-01-14T23:23:09 | cloud | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|info| desc=Cloud permission_escalation in AWS by donnastewart No additional info | {
"geo_location": "Comoros",
"device_hash": "41011dce5dd8a49f267041840a6c95fc2b2bda2863a0a9a656aaf8df9eb67ebf",
"user_agent": "Mozilla/5.0 (Android 5.1; Mobile; rv:60.0) Gecko/60.0 Firefox/60.0",
"session_id": "03bc616d-588e-4180-a1a9-ffeade90396f",
"risk_score": 57.95,
"confidence": 0.1
} | donnastewart | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in AWS by donnastewart No additional info | null | null | null | null | null | null | null | null | null | AWS | res-a1d729e0 | null | null | null | null | null | null | null | null | null | null |
51c7fd2c-cd47-441e-976f-a1ba3e50925b | 2024-07-02T19:12:25 | auth | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|info| desc=Auth challenge for ujones via passwordless from 10.46.37.110 No additional info | {
"geo_location": "Chile",
"device_hash": "0b9f2dd9633fb43b7d940031f594a37e",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/24.0.862.0 Safari/533.0",
"session_id": "fada10bb-0781-40a2-8964-be6e0e54463b",
"risk_score": 31.28,
"confidence": 0.25
} | ujones | challenge | null | null | null | No additional info | Auth challenge for ujones via passwordless from 10.46.37.110 No additional info | null | null | null | null | 10.46.37.110 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 94:1c:0b:28:27:86 |
e461a92f-fcdc-4c7b-a78f-fc607473cbbe | 2025-03-17T08:54:28 | ai | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|info| desc=AI system training_data_poisoning by matthewmay No additional info | {
"geo_location": "Bhutan",
"device_hash": "1138af9f2ac351972acb61e5a27937c6",
"user_agent": "Mozilla/5.0 (Android 1.0; Mobile; rv:68.0) Gecko/68.0 Firefox/68.0",
"session_id": "26ade8bc-0b28-403b-8feb-aef3cdae97db",
"risk_score": 58.08,
"confidence": 0.98
} | matthewmay | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by matthewmay No additional info | null | null | null | null | null | null | null | null | null | null | null | model-ae3ac283 | 9106cee2710a4e096f85251d9a0889e6 | 8669f03cb2fa59fdbb840b50c13d6638209cc26a | null | null | null | null | null | null | null |
ff66d6c7-e208-41fd-8e33-142ec7c40c35 | 2025-05-16T21:56:28 | iot | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat side_channel MITRE Technique: T1574.002 | {
"geo_location": "United States Minor Outlying Islands",
"device_hash": "fdb39fa8c2479d5dbb439cdc007b3636eae7d4ad3135019bb2bd78861ee0fada",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/38.0.818.0 Safari/534.2",
"session_id": "6c688a9a-4ad4-48dc-9a48-ce28eefef5c0"... | null | side_channel | null | null | null | MITRE Technique: T1574.002 | IoT device Thermostat side_channel MITRE Technique: T1574.002 | null | Thermostat | iot-7b1ae27a | 4.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9164bb0a-53fe-460d-a2a2-26bf1f67bd6c | 2025-01-24T00:00:01 | cloud | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in AWS by wguerrero Cross-tenant access detected | {
"geo_location": "Honduras",
"device_hash": "36e7c9b571e4219de938f02219b30adc",
"user_agent": "Opera/9.94.(X11; Linux i686; wae-CH) Presto/2.9.161 Version/12.00",
"session_id": "a660f97b-8229-4232-adbb-ee8e0f12a0d1",
"risk_score": 43.89,
"confidence": 0.05
} | wguerrero | api_abuse | null | null | null | Cross-tenant access detected | Cloud api_abuse in AWS by wguerrero Cross-tenant access detected | null | null | null | null | null | null | null | null | null | AWS | res-12e83dc1 | null | null | null | null | null | null | null | null | null | null |
b45d0895-d398-4362-a169-218acf1e974b | 2025-02-10T08:25:21 | network | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 22.156.34.97 to 144.220.20.63 No additional info | {
"geo_location": "San Marino",
"device_hash": "3a4767ea7e5caeae7814a60fe5878087afa8d890",
"user_agent": "Opera/8.68.(Windows CE; nds-DE) Presto/2.9.172 Version/11.00",
"session_id": "21b19fc4-7bd0-4ec4-bf18-49de57eeeb2b",
"risk_score": 57.35,
"confidence": 0.57
} | null | latency_spike | null | null | null | No additional info | Network latency_spike from 22.156.34.97 to 144.220.20.63 No additional info | null | null | null | null | 22.156.34.97 | 144.220.20.63 | null | null | null | null | null | null | null | null | null | null | UDP | 220,794 | null | null | null |
e6a5dbb0-756a-4b6d-af10-7eddcac108f5 | 2025-04-21T18:43:23 | ai | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|critical| desc=AI system api_abuse by leslie41 No additional info | {
"geo_location": "Eritrea",
"device_hash": "e6b0782e61c2c5f44a31de918a6fef5af47368c8779d877a89b2c06385449371",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2.2) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/34.0.867.0 Safari/532.2",
"session_id": "08b4e639-146a-44b6-af3e-6190e2097489",
"risk_score": 39.71,
... | leslie41 | api_abuse | null | null | null | No additional info | AI system api_abuse by leslie41 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-45984210 | d791c85a968ba53d23a7d1b7d53b79839b9ee934 | 1c835769bf7bad3a240d596f0fe2497b | null | null | null | null | null | null | null |
7ae6ee1d-f98b-49b6-94a9-7c53a454e374 | 2025-05-05T21:41:20 | cloud | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in Alibaba by pam64 MITRE Technique: T1543.003 | {
"geo_location": "North Macedonia",
"device_hash": "1c7b1110c314922d56b8f1ad162a3567e170d16b0d1c9c618de5e0912a34d8ea",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows CE; Trident/3.1)",
"session_id": "fe5e326d-e5a7-4126-b12e-81b8b0fb7170",
"risk_score": 77.06,
"confidence": 0.19
} | pam64 | crypto_mining | null | null | null | MITRE Technique: T1543.003 | Cloud crypto_mining in Alibaba by pam64 MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | Alibaba | res-e76577ac | null | null | null | null | null | null | null | null | null | null |
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