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 | method stringclasses 7
values | src_ip stringlengths 8 15 ⌀ | mac_address stringlengths 17 17 ⌀ | additional_info stringlengths 18 148 | description stringlengths 45 225 | model_id stringlengths 14 14 ⌀ | input_hash stringlengths 32 64 ⌀ | output_hash stringlengths 32 64 ⌀ | cloud_service stringclasses 5
values | resource_id stringlengths 12 12 ⌀ | behavioral_analytics dict | dst_ip stringlengths 3 15 ⌀ | bytes int64 105 1,000k ⌀ | protocol stringclasses 10
values | device_type stringclasses 5
values | device_id stringlengths 12 12 ⌀ | firmware_version stringclasses 100
values | object stringlengths 1 32 ⌀ | process_id int64 100 10k ⌀ | parent_process stringclasses 4
values | src_port int64 1 65.5k ⌀ | dst_port int64 1 65.5k ⌀ | duration int64 1 3.6k ⌀ | alert_type stringclasses 17
values | signature_id stringlengths 8 8 ⌀ | category stringclasses 5
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
53a06455-3e05-4f49-a601-7fd117e4bd10 | 2025-04-05T07:13:11 | auth | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth locked for amanda87 via password from 178.140.135.74 No additional info noise=for|ground|anyone | {
"geo_location": "French Polynesia",
"device_hash": "aa16b10276daa8cd9fd1bd0acbcd13c2255f6dddac976a25a6c307e74904bec9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Win 9x 4.90; Trident/5.1)",
"session_id": "8b6c00ea-9cbb-4bc0-93e1-d13d48d003dd",
"risk_score": 77.42,
"confidence": 0.74
} | amanda87 | locked | password | 178.140.135.74 | 1a:7d:d4:a5:d5:22 | No additional info | Auth locked for amanda87 via password from 178.140.135.74 No additional info | null | null | null | null | null | {
"baseline_deviation": 2.04,
"entropy": 7.97,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2a46a63a-1986-485b-a22b-b634b423fa26 | 2025-06-26T16:22:23 | network | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|low| desc=Network covert_channel from 107.149.189.191 to 214.2.134.120 Associated Threat Actor: Equation Group | {
"geo_location": "Saudi Arabia",
"device_hash": "addd89b2eccffec2132c5ee404777096",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 2_2_1 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) CriOS/57.0.832.0 Mobile/99R325 Safari/532.1",
"session_id": "579b6148-4f74-4e51-a6b1-8424a4c04267",
"risk_score": 53.22,... | null | covert_channel | null | 107.149.189.191 | null | Associated Threat Actor: Equation Group | Network covert_channel from 107.149.189.191 to 214.2.134.120 Associated Threat Actor: Equation Group | null | null | null | null | null | {
"baseline_deviation": 0.69,
"entropy": 5.47,
"frequency_anomaly": false,
"sequence_anomaly": true
} | 214.2.134.120 | 678,276 | TCP | null | null | null | null | null | null | null | null | null | null | null | null |
0320978c-5858-42ab-abdb-beaa76c37809 | 2025-01-28T14:01:54 | iot | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor side_channel Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Jersey",
"device_hash": "b41013d29a8272772d74e1fe53c5ecc3",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; tl-PH; rv:1.9.2.20) Gecko/7781-10-31 21:20:56 Firefox/3.6.13",
"session_id": "79e2816b-aa57-4279-bb33-3078d8f5bc6b",
"risk_score": 44.92,
"confidence": 0.39
} | null | side_channel | null | null | null | Unconventional IOC: Thermal sensor anomalies | IoT device Sensor side_channel Unconventional IOC: Thermal sensor anomalies | null | null | null | null | null | null | null | null | null | Sensor | iot-40826c64 | 7.8 | null | null | null | null | null | null | null | null | null |
c3dfd2ba-e7e1-47dc-a725-29b68f042a46 | 2025-03-09T23:17:43 | auth | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|medium| desc=Auth success for olutz via key from 52.172.104.165 No additional info | {
"geo_location": "Vietnam",
"device_hash": "858e197edcf16d01631acf8120c2d503ef2a84cd",
"user_agent": "Mozilla/5.0 (Linux; Android 8.0.0) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/36.0.851.0 Safari/533.2",
"session_id": "01a52340-59b1-40a0-8487-b197b103cb50",
"risk_score": 36.5,
"confidence": 0.5
} | olutz | success | key | 52.172.104.165 | a5:34:e6:cb:12:05 | No additional info | Auth success for olutz via key from 52.172.104.165 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ea592c51-beac-4e75-8788-ff4c8d64eb38 | 2025-07-10T06:54:06 | 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 command_injection Unconventional IOC: CPU microcode changes noise=cold|forward|student | {
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "1df518a56995989076efcb9eb7d70cfd73101eeca57b86d5a99f8e83e46607ab",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 6_1_6 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) CriOS/21.0.823.0 Mobile/03L169 Safari/534.2",
"session_id": "071f2153-8a6b-... | null | command_injection | null | null | null | Unconventional IOC: CPU microcode changes | IoT device HVAC command_injection Unconventional IOC: CPU microcode changes | null | null | null | null | null | null | null | null | null | HVAC | iot-800b9f6f | 4.3 | null | null | null | null | null | null | null | null | null |
8045fc79-e41a-4cd8-97df-4e15f95b6037 | 2025-01-26T14:31:41 | network | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 168.100.226.156 to 6.72.247.52 No additional info noise=BFF29A0D | {
"geo_location": "American Samoa",
"device_hash": "29aa9ae770e9b020ab1ceb7218aee6fa",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/3.1)",
"session_id": "2977b43c-4b9f-40f9-90d4-8818a854be58",
"risk_score": 57.71,
"confidence": 0.36
} | null | latency_spike | null | 168.100.226.156 | null | No additional info | Network latency_spike from 168.100.226.156 to 6.72.247.52 No additional info | null | null | null | null | null | null | 6.72.247.52 | 367,868 | TCP | null | null | null | null | null | null | null | null | null | null | null | null |
448e5faf-a153-4e12-a4cc-f309be5fee7c | 2029-03-20T08:17:40 | ai | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by hrodriguez No additional info | {
"geo_location": "Italy",
"device_hash": "58dcce1e6156674522c7721432a0cd67282549e7e1500d119e9c52aefd12f732",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/532.42.4 (KHTML, like Gecko) Version/4.1 Safari/532.42.4",
"session_id": "88c30f3e-fdb9-4f83-8cd5-49a5f1fb90e8",
"risk_score": 88.84... | hrodriguez | adversarial_input | null | null | null | No additional info | AI system adversarial_input by hrodriguez No additional info | model-d632eaf7 | e152a3ce3eecb75adad12bca0591847d4a391f20 | d07fb60bdd90e5ce32a4cfeb1b9363751210a5f34afa52c5bf3c0dc548e9e640 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
69fae9fd-239d-4c37-bdee-004fb00a056c | 2025-05-17T00:12:37 | iot | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor sensor_spoofing Unconventional IOC: CPU microcode changes | {
"geo_location": "Thailand",
"device_hash": "62642cb950faec1af4d9a2b723478bb2",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_9) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/36.0.849.0 Safari/533.2",
"session_id": "1234f3db-f734-45c0-b889-b02f468f311e",
"risk_score": 66.53,
"confidence": 0.85
} | null | sensor_spoofing | null | null | null | Unconventional IOC: CPU microcode changes | IoT device Sensor sensor_spoofing Unconventional IOC: CPU microcode changes | null | null | null | null | null | {
"baseline_deviation": 2.76,
"entropy": 2.49,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | Sensor | iot-9436c5f4 | 3.1 | null | null | null | null | null | null | null | null | null |
074b9ff7-fec7-4eed-8720-ee4f6c8204c7 | 2025-06-26T07:45:59 | cloud | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|low| desc=Cloud storage_access in OCI by reginastrong No additional info | {
"geo_location": "Turkmenistan",
"device_hash": "e692953ee58d3ba626493f329162b22995e1fdcb8ab3a07526cb6e2cb5bfce5b",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_3 rv:3.0; ka-GE) AppleWebKit/532.45.1 (KHTML, like Gecko) Version/5.0.5 Safari/532.45.1",
"session_id": "4c03381a-8850-45b1-883e-7ee60f572... | reginastrong | storage_access | null | null | null | No additional info | Cloud storage_access in OCI by reginastrong No additional info | null | null | null | OCI | res-90073cd3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5c4a7c80-35c9-4e25-a20e-d3d6ddb707d2 | 2022-10-25T23:24:59 | cloud | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|info| desc=Cloud api_abuse in Azure by pthomas No additional info | {
"geo_location": "Senegal",
"device_hash": "f38f35bc008bb150eddcba3d3ef5231c299a80b21415bf64d7e2aaff00eab2ad",
"user_agent": "Opera/9.46.(Windows NT 6.2; hr-HR) Presto/2.9.170 Version/12.00",
"session_id": "fb7f8676-7e22-4ab8-b937-a997fb71e0c4",
"risk_score": 69.86,
"confidence": 0.48
} | pthomas | api_abuse | null | null | null | No additional info | Cloud api_abuse in Azure by pthomas No additional info | null | null | null | Azure | res-27daf14c | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c235429b-ed66-4f6d-8c0d-bf1ba0642062 | 2025-05-26T06:08:29 | cloud | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|info| desc=Cloud permission_escalation in GCP by pageandrew No additional info noise=amount|tonight|notice | {
"geo_location": "Ethiopia",
"device_hash": "1bbfcc530785e09653daae94f866e0959582bd75",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/51.0.816.0 Safari/531.1",
"session_id": "de247e6c-741b-4374-aa6d-a4a4c122ab78",
"risk_score": 72.4,
"confidence": 0.5
} | pageandrew | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in GCP by pageandrew No additional info | null | null | null | GCP | res-a6c516b7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1cf0f9a2-5249-469a-9633-e12dc9dd3552 | 2025-02-24T08:40:31 | auth | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for jasoncamacho via passwordless from 83.93.97.115 No additional info | {
"geo_location": "Jamaica",
"device_hash": "69452a4c40fe85675f3bde1e476bb8c5",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; ik-CA) AppleWebKit/531.7.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6531.7.6",
"session_id": "2e9f2093-16c0-4a9e-acfe-f364301723a3",
"risk_score": ... | jasoncamacho | challenge | passwordless | 83.93.97.115 | 87:ae:30:d8:fa:bd | No additional info | Auth challenge for jasoncamacho via passwordless from 83.93.97.115 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
55a20211-f5f1-4de1-8308-7f874cbd1afa | 2025-01-20T07:42:13 | ai | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|low| desc=AI system api_abuse by williamsjulie No additional info | {
"geo_location": "Congo",
"device_hash": "0bf9407615e13326cfbf3f8fde3a8863401ea08b",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; ta-IN) AppleWebKit/534.44.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6534.44.3",
"session_id": "f07f1c76-2729-4c00-bf79-6ddc6e822f11",
"risk_... | williamsjulie | api_abuse | null | null | null | No additional info | AI system api_abuse by williamsjulie No additional info | model-8b5127cb | 2ed9dc6648750b32c65e57c7b681a8ff | 297ee6b54a83851fd0aa7cc73da336f265571b0159a099a7b5bb6710cf3d930d | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
aaf84ecd-575f-4ae6-9a19-84260d0b62fd | 2025-03-16T06:04:13 | endpoint | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|critical| desc=Endpoint persistence_mechanism /talk/actually.html by maria31 Associated Threat Actor: BlueNoroff | Living-off-the-land technique detected | {
"geo_location": "Ireland",
"device_hash": "9bb20cb7b507e6ad6900edb48668bcc2ba66ce3fb00c0627b989ff1cfdfa3fde",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 4.0; Trident/4.1)",
"session_id": "3c52feeb-a1c9-4695-bfdd-4b983e9e22c4",
"risk_score": 4.67,
"confidence": 0.31
} | maria31 | persistence_mechanism | null | null | null | Associated Threat Actor: BlueNoroff | Living-off-the-land technique detected | Endpoint persistence_mechanism /talk/actually.html by maria31 Associated Threat Actor: BlueNoroff | Living-off-the-land technique detected | null | null | null | null | null | null | null | null | null | null | null | null | /talk/actually.html | 427 | explorer.exe | null | null | null | null | null | null |
a4af31bd-b60b-4397-9589-7ed3958a8b0a | 2025-04-02T00:28:16 | auth | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|low| desc=Auth bypass for jenkinsjulia via SAML from 122.50.207.30 No additional info | {
"geo_location": "Central African Republic",
"device_hash": "d49b45866ebe8eaa1b133b276a35f99feb92d9db8f5965bec783aa7b5800ca5a",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; sc-IT; rv:1.9.1.20) Gecko/4656-07-18 02:25:06 Firefox/7.0",
"session_id": "602b961c-3a17-4905-b590-2d03c30355b0",
"risk_score": 41.17,
... | jenkinsjulia | bypass | SAML | 122.50.207.30 | 75:9e:9c:f3:95:c6 | No additional info | Auth bypass for jenkinsjulia via SAML from 122.50.207.30 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
58ab10f4-a999-4c8b-8863-45e237871d48 | 2025-06-16T21:40:23 | endpoint | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint powershell_exec second by mary91 No additional info | {
"geo_location": "Netherlands Antilles",
"device_hash": "de4dde75c8d37aebc4e3a46364b893898f82c2ab",
"user_agent": "Mozilla/5.0 (Android 4.1; Mobile; rv:19.0) Gecko/19.0 Firefox/19.0",
"session_id": "028f36e7-a13d-4d7b-8656-3ab3de63f3b1",
"risk_score": 71.2,
"confidence": 0.55
} | mary91 | powershell_exec | null | null | null | No additional info | Endpoint powershell_exec second by mary91 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | second | 1,877 | cmd.exe | null | null | null | null | null | null |
3a3e597f-8c66-49ae-be08-e68a26ebf70f | 2025-05-13T22:42:40 | auth | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|low| desc=Auth bypass for wcuevas via SAML from 199.24.176.190 No additional info | {
"geo_location": "Liberia",
"device_hash": "ca27181b25145bbf9f87996b668a7a227830fbc0d82a4074140e51355337c194",
"user_agent": "Mozilla/5.0 (Windows 98; gez-ET; rv:1.9.0.20) Gecko/4597-04-09 17:48:46 Firefox/15.0",
"session_id": "e10760c4-ba68-40fc-a6ca-c64962e4948a",
"risk_score": 16.43,
"confidence": 0.86
... | wcuevas | bypass | SAML | 199.24.176.190 | d0:c4:bd:66:d0:ed | No additional info | Auth bypass for wcuevas via SAML from 199.24.176.190 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fa5636fb-5a10-416f-b9f2-5b64409c8e41 | 2025-02-22T09:58:10 | cloud | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|high| desc=Cloud instance_creation in Azure by jsantiago MITRE Technique: T1574.002 | {
"geo_location": "Netherlands",
"device_hash": "df7c2313586f496c4ecb7cce5aa98cdb",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) FxiOS/15.9m5122.0 Mobile/31B746 Safari/532.1",
"session_id": "d2fe9625-db17-4928-928f-cf8f79a3afec",
"risk_score": 51.... | jsantiago | instance_creation | null | null | null | MITRE Technique: T1574.002 | Cloud instance_creation in Azure by jsantiago MITRE Technique: T1574.002 | null | null | null | Azure | res-028e6010 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e658b85d-f8e1-467b-9a08-1a84b5a8dc45 | 2025-06-10T11:30:39 | auth | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|low| desc=Auth failed for ebony75 via OAuth from 88.148.19.149 No additional info | {
"geo_location": "Lesotho",
"device_hash": "faa6f41231adb4bc4b9324a24a510fb4b4289a6b",
"user_agent": "Opera/9.20.(Windows NT 6.2; ka-GE) Presto/2.9.176 Version/11.00",
"session_id": "b4dc3516-564c-4e4b-b086-4bd054e14660",
"risk_score": 64.57,
"confidence": 0.08
} | ebony75 | failed | OAuth | 88.148.19.149 | 56:3e:e5:e9:ec:9b | No additional info | Auth failed for ebony75 via OAuth from 88.148.19.149 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0c0ad4fe-2d1f-492d-8aab-d5376b2a616e | 2025-01-24T18:43:38 | firewall | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine DNS traffic from 10.53.39.243:933 to 107.242.142.255:59021 No additional info | {
"geo_location": "Russia",
"device_hash": "8a88a1d64337f43d64991a9ada2f9f75",
"user_agent": "Opera/9.55.(Windows 98; ca-FR) Presto/2.9.171 Version/12.00",
"session_id": "6289c569-b697-408c-83e8-02af9292557f",
"risk_score": 39.11,
"confidence": 0.26
} | null | quarantine | null | 10.53.39.243 | null | No additional info | Firewall quarantine DNS traffic from 10.53.39.243:933 to 107.242.142.255:59021 No additional info | null | null | null | null | null | {
"baseline_deviation": 1.26,
"entropy": 6.46,
"frequency_anomaly": true,
"sequence_anomaly": false
} | 107.242.142.255 | 636,675 | DNS | null | null | null | null | null | null | 933 | 59,021 | 1,147 | null | null | null |
6dbd6475-9a01-4a77-bbba-98063426f6fe | 2025-05-27T14:55:18 | 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 213.8.213.162 targeting 99.114.172.120 No additional info | {
"geo_location": "Lao People's Democratic Republic",
"device_hash": "8191754759a3caec28452ec7df069d38",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/5.1)",
"session_id": "116c2bd8-692a-4b2f-a9aa-22532c8586c0",
"risk_score": 74.85,
"confidence": 0.15
} | null | null | null | 213.8.213.162 | null | No additional info | Darktrace Alert: Domain Fronting detected from 213.8.213.162 targeting 99.114.172.120 No additional info | null | null | null | null | null | null | 99.114.172.120 | null | null | null | null | null | null | null | null | null | null | null | Domain Fronting | SIG-6308 | Malware |
a413be27-e7e9-459a-8eaf-e56544195576 | 2025-02-03T12:24:52 | iot | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat sensor_spoofing MITRE Technique: T1547.001 | {
"geo_location": "Mozambique",
"device_hash": "18120480480b4fc4452512d1904ceeaaacc92214631d410ce6f0161cc2a09a94",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90; os-RU; rv:1.9.0.20) Gecko/9826-04-12 11:02:25 Firefox/3.8",
"session_id": "afa5cd2a-fd04-4ac1-bad0-fad1063c8425",
"risk_score": 75.42,
"conf... | null | sensor_spoofing | null | null | null | MITRE Technique: T1547.001 | IoT device Thermostat sensor_spoofing MITRE Technique: T1547.001 | null | null | null | null | null | null | null | null | null | Thermostat | iot-21ae9a2e | 7.8 | null | null | null | null | null | null | null | null | null |
253c79e7-18a0-4042-9de1-1d26982933bb | 2025-03-13T13:49:26 | ids_alert | Darktrace v6.0.0 | emergency | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Darktrace Alert: Container Escape detected from 185.215.214.235 targeting N/A No additional info | {
"geo_location": "Norfolk Island",
"device_hash": "59da03d5e6e2c82e6338351a065aba24e2c64567f2cdb228814376a443ef5a57",
"user_agent": "Mozilla/5.0 (Windows CE) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/29.0.892.0 Safari/535.1",
"session_id": "70286612-dadb-4393-b1db-9828ff8f6d83",
"risk_score": 64.45,
"co... | null | null | null | 185.215.214.235 | null | No additional info | Darktrace Alert: Container Escape detected from 185.215.214.235 targeting N/A No additional info | null | null | null | null | null | null | N/A | null | null | null | null | null | null | null | null | null | null | null | Container Escape | SIG-1146 | Malware |
3d911db5-815d-472c-b98c-034956c0da6a | 2025-02-24T02:31:25 | iot | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|high| desc=IoT device Sensor sensor_spoofing No additional info | {
"geo_location": "American Samoa",
"device_hash": "023cb5698ec9b860d4ae6bd69f34fb1c80505ac6",
"user_agent": "Opera/8.77.(Windows NT 4.0; lt-LT) Presto/2.9.165 Version/10.00",
"session_id": "a4796db2-da84-4a8f-b996-47f570fa2bb7",
"risk_score": 25.49,
"confidence": 0.76
} | null | sensor_spoofing | null | null | null | No additional info | IoT device Sensor sensor_spoofing No additional info | null | null | null | null | null | null | null | null | null | Sensor | iot-951091f2 | 4.9 | null | null | null | null | null | null | null | null | null |
24feda09-2ac7-4402-8a5f-884927ef9026 | 2025-02-15T06:50:16 | endpoint | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint powershell_exec /miss/plant.css by joshuaboyd No additional info | {
"geo_location": "Guatemala",
"device_hash": "429dd57d9f199e3f642537c453205f7758ca470372d38300d93019e2183eb1c7",
"user_agent": "Mozilla/5.0 (Windows 98) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/53.0.831.0 Safari/536.1",
"session_id": "efe9e65f-2033-4f13-b4c8-d46dca1b9577",
"risk_score": 69.36,
"confide... | joshuaboyd | powershell_exec | null | null | null | No additional info | Endpoint powershell_exec /miss/plant.css by joshuaboyd No additional info | null | null | null | null | null | null | null | null | null | null | null | null | /miss/plant.css | 8,504 | explorer.exe | null | null | null | null | null | null |
5e4bd424-0cbe-4da6-8e48-18118d605f9d | 2025-07-10T19:50:36 | endpoint | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint file_access /truth/society.wav by ntodd No additional info | {
"geo_location": "Cambodia",
"device_hash": "de4306f9008db50c24570619ca17097e0b7fa175",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_0 rv:6.0; mk-MK) AppleWebKit/531.11.1 (KHTML, like Gecko) Version/4.0.4 Safari/531.11.1",
"session_id": "e5829910-5ef4-4d36-b34e-b6e4e5a3811d",
"risk_score": 79.71,... | ntodd | file_access | null | null | null | No additional info | Endpoint file_access /truth/society.wav by ntodd No additional info | null | null | null | null | null | null | null | null | null | null | null | null | /truth/society.wav | 6,069 | cmd.exe | null | null | null | null | null | null |
fa96d195-d9e0-43b9-b4f4-d6d1d394a269 | 2025-06-10T14:26:01 | ai | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|high| desc=AI system adversarial_input by nicholas55 Associated Threat Actor: BlueNoroff noise=3EA4896D | {
"geo_location": "Sao Tome and Principe",
"device_hash": "d29575f48f4163ada5626293d80f38288d186aad7d800dadde6539b31e087a33",
"user_agent": "Mozilla/5.0 (Android 2.3.2; Mobile; rv:49.0) Gecko/49.0 Firefox/49.0",
"session_id": "fbd74798-77ca-40a7-bcae-95f6c27b9a4e",
"risk_score": 56.56,
"confidence": 0.66
} | nicholas55 | adversarial_input | null | null | null | Associated Threat Actor: BlueNoroff | AI system adversarial_input by nicholas55 Associated Threat Actor: BlueNoroff | model-0d94a81a | 66b247526bd0eac7867f11dedac3ac0b | 346d29a22b5cf799636648e6e73bbc9543cce480e9d92dd801a559dfd9e91485 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8969c3af-b37b-4a13-9d6e-ab91a7046e77 | 2028-10-16T22:54:18 | ids_alert | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|medium| desc=ArcSight Alert: Living-off-the-Land detected from 51.66.123.189 targeting 201.193.169.236 No additional info | {
"geo_location": "Kazakhstan",
"device_hash": "5f09fa9a8aedbc2363b0a08a0111f0ff",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; ia-FR; rv:1.9.0.20) Gecko/9034-05-30 11:30:43 Firefox/11.0",
"session_id": "1b0bb021-86b1-4804-b3ff-33895d52b508",
"risk_score": 42.9,
"confidence": 0.85
} | null | null | null | 51.66.123.189 | null | No additional info | ArcSight Alert: Living-off-the-Land detected from 51.66.123.189 targeting 201.193.169.236 No additional info | null | null | null | null | null | null | 201.193.169.236 | null | null | null | null | null | null | null | null | null | null | null | Living-off-the-Land | SIG-4911 | Exploit |
9ca95706-b65a-4d8d-acb4-47273534dbc0 | 2025-01-25T22:36:29 | ai | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by collinsjaime No additional info | {
"geo_location": "Maldives",
"device_hash": "b7716a75e6b5cc3982a833a77325e8219d8079f3",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/51.0.810.0 Safari/533.1",
"session_id": "91523c62-fd7c-468a-bd59-772b14881d55",
"risk_score": 52.1,
"confidence": 0.87
} | collinsjaime | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by collinsjaime No additional info | model-8d27334f | 45c0f297e2741022839552a0ea51318d | d7c3d01e8af9c735b480483d01dfc40338c9e3f7cf97f41a422dde69956b770c | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
982a0b54-3b3c-4095-825d-106360672297 | 2025-04-19T07:22:28 | network | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 124.248.15.54 to 68.84.41.93 MITRE Technique: T1053.005 | {
"geo_location": "Indonesia",
"device_hash": "4d52908751216c0bd3d4a5ac31d37ee5",
"user_agent": "Mozilla/5.0 (Android 3.2.4; Mobile; rv:60.0) Gecko/60.0 Firefox/60.0",
"session_id": "af204650-8e62-45a1-9ee9-082548000aff",
"risk_score": 46.72,
"confidence": 0.3
} | null | bandwidth_usage | null | 124.248.15.54 | null | MITRE Technique: T1053.005 | Network bandwidth_usage from 124.248.15.54 to 68.84.41.93 MITRE Technique: T1053.005 | null | null | null | null | null | null | 68.84.41.93 | 557,308 | TCP | null | null | null | null | null | null | null | null | null | null | null | null |
ffac6868-c3d8-422e-affa-9b7112657ee9 | 2025-02-08T14:37:14 | ids_alert | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|high| desc=OSSEC Alert: XSS detected from 141.218.162.59 targeting 10.29.170.39 MITRE Technique: T1566.001 | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "90668c7be58fea36335bbfd0dd24d8a0a35fdba2ca3e83a881ef5de4ea1bb07a",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_7) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/42.0.863.0 Safari/533.0",
"session_id": "05580c76-b217-4399-a8ba-05a50cbe... | null | null | null | 141.218.162.59 | null | MITRE Technique: T1566.001 | OSSEC Alert: XSS detected from 141.218.162.59 targeting 10.29.170.39 MITRE Technique: T1566.001 | null | null | null | null | null | null | 10.29.170.39 | null | null | null | null | null | null | null | null | null | null | null | XSS | SIG-3246 | Policy |
195267e5-b834-4ef4-bb19-e2b684dfad7c | 2025-01-12T14:38:17 | iot | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat sensor_spoofing No additional info noise=U2hvdy4= | {
"geo_location": "Yemen",
"device_hash": "8979ac2684e3c75404b6f025c8f913a3",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/52.0.852.0 Safari/535.0",
"session_id": "85565ce4-4b2c-4a8f-9599-baf0f6daa2b8",
"risk_score": 65.57,
"confidence": 0.28
} | null | sensor_spoofing | null | null | null | No additional info | IoT device Thermostat sensor_spoofing No additional info | null | null | null | null | null | null | null | null | null | Thermostat | iot-e393e101 | 6.2 | null | null | null | null | null | null | null | null | null |
09c38d4e-0567-4260-91a8-8b71cfbc2133 | 2025-06-08T01:34:30 | network | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|critical| desc=Network disconnection from 90.252.237.129 to 196.185.194.110 No additional info | {
"geo_location": "North Korea",
"device_hash": "700153bb2ad4f16695481cfe333e7cb58efb4e0396db7f20e48df7971ea489cd",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_2 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) FxiOS/12.1z5619.0 Mobile/25Z410 Safari/531.1",
"session_id": "029c9b6f-d0eb-4133-ab35-3794c1... | null | disconnection | null | 90.252.237.129 | null | No additional info | Network disconnection from 90.252.237.129 to 196.185.194.110 No additional info | null | null | null | null | null | null | 196.185.194.110 | 996,972 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null |
c3f44381-9b90-4491-aa11-a165ebbf1bcb | 2025-02-03T07:28:52 | endpoint | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint powershell_exec /land/theory.avi by jwilson Living-off-the-land technique detected | {
"geo_location": "Bermuda",
"device_hash": "56821ce93a79db86d28f53faa18dd39e56f34fbe",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; sl-SI) AppleWebKit/534.30.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6534.30.5",
"session_id": "3b1b5db1-7a34-4e31-868f-43cf9e17f2b4",
"ris... | jwilson | powershell_exec | null | null | null | Living-off-the-land technique detected | Endpoint powershell_exec /land/theory.avi by jwilson Living-off-the-land technique detected | null | null | null | null | null | null | null | null | null | null | null | null | /land/theory.avi | 5,316 | explorer.exe | null | null | null | null | null | null |
a0f3549b-3607-4558-b1ca-7e32c5aed546 | 2025-02-27T22:00:36 | firewall | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect UDP traffic from 90.78.228.110:612 to 145.26.251.240:73 Unconventional IOC: ACPI table modifications | {
"geo_location": "Mozambique",
"device_hash": "442f6862e6e6c2c564c248be8d70f77b",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/9076-08-11 18:17:10 Firefox/13.0",
"session_id": "d6594988-d57e-4c4a-89b5-9de3a63b0728",
"risk_score": 46.51,
"confidence": 0.76
} | null | inspect | null | 90.78.228.110 | null | Unconventional IOC: ACPI table modifications | Firewall inspect UDP traffic from 90.78.228.110:612 to 145.26.251.240:73 Unconventional IOC: ACPI table modifications | null | null | null | null | null | null | 145.26.251.240 | 409,422 | UDP | null | null | null | null | null | null | 612 | 73 | 1,670 | null | null | null |
d009655a-f20e-4e90-aa79-a63adf5bbc5e | 2028-08-26T09:59:43 | iot | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat physical_tamper Associated Threat Actor: FIN7 | {
"geo_location": "Central African Republic",
"device_hash": "de79871d205c34d4ffa9f9c77a0fca9e04154207",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; hsb-DE; rv:1.9.0.20) Gecko/3246-01-04 10:22:53 Firefox/3.6.15",
"session_id": "cdcf7908-252b-436e-94a0-257c5fc3bcfc",
"risk_score": 54.77,
"confidence": 0.52
... | null | physical_tamper | null | null | null | Associated Threat Actor: FIN7 | IoT device Thermostat physical_tamper Associated Threat Actor: FIN7 | null | null | null | null | null | null | null | null | null | Thermostat | iot-927c7984 | 6.8 | null | null | null | null | null | null | null | null | null |
fc50528e-056e-400c-b69c-04bca02f2893 | 2025-05-18T04:03:32 | endpoint | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint persistence_mechanism /personal/area.wav by daniel93 Fileless execution detected | {
"geo_location": "Nepal",
"device_hash": "8820ee33359eccfe812979f64abb072c",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/6175-02-07 12:52:25 Firefox/3.8",
"session_id": "f368fa38-08c3-4308-871b-7e35434684b6",
"risk_score": 27.48,
"confidence": 0.45
} | daniel93 | persistence_mechanism | null | null | null | Fileless execution detected | Endpoint persistence_mechanism /personal/area.wav by daniel93 Fileless execution detected | null | null | null | null | null | null | null | null | null | null | null | null | /personal/area.wav | 8,550 | svchost.exe | null | null | null | null | null | null |
1eafaadd-7eae-4b3f-b218-b6f68a6b16cf | 2025-05-10T12:40:15 | firewall | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall deny HTTPS traffic from 199.196.70.187:894 to 10.172.43.56:119 No additional info | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "6eae4caaf4697b238be71f868cc2cb1c3667dc83",
"user_agent": "Opera/8.90.(Windows CE; es-SV) Presto/2.9.167 Version/11.00",
"session_id": "92f361e4-c2ad-4188-a225-5a77ddfadffb",
"risk_score": 55.4,
"confidence": 0.99
} | null | deny | null | 199.196.70.187 | null | No additional info | Firewall deny HTTPS traffic from 199.196.70.187:894 to 10.172.43.56:119 No additional info | null | null | null | null | null | null | 10.172.43.56 | 227,395 | HTTPS | null | null | null | null | null | null | 894 | 119 | 978 | null | null | null |
43f32167-0494-42e9-9dcc-0f9e1aa7f2f4 | 2028-06-09T12:33:00 | cloud | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in AWS by cwilliams No additional info | {
"geo_location": "Austria",
"device_hash": "dd1f80e68d4d9057ad61b0af068f823208420f0f",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_0; rv:1.9.3.20) Gecko/2032-01-05 08:18:22 Firefox/3.6.9",
"session_id": "c84f4d0d-db50-4a86-8295-998f904137ae",
"risk_score": 44.78,
"confidence": 0.83
} | cwilliams | api_abuse | null | null | null | No additional info | Cloud api_abuse in AWS by cwilliams No additional info | null | null | null | AWS | res-29c82042 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5952c29f-fd04-4c21-9d0c-150042487a6f | 2025-02-10T20:56:29 | network | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 175.8.254.212 to 60.122.101.254 MITRE Technique: T1547.001 | {
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "ff87a5c4e27e45a1da7d72eeb1e89206565af97f",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_2 rv:6.0; an-ES) AppleWebKit/532.25.3 (KHTML, like Gecko) Version/5.0.4 Safari/532.25.3",
"session_id": "a2b4fdf4-921d-4b98-8094-2b97ca15341e",
... | null | protocol_anomaly | null | 175.8.254.212 | null | MITRE Technique: T1547.001 | Network protocol_anomaly from 175.8.254.212 to 60.122.101.254 MITRE Technique: T1547.001 | null | null | null | null | null | null | 60.122.101.254 | 400,006 | UDP | null | null | null | null | null | null | null | null | null | null | null | null |
83e509d3-8c82-474b-b577-c1b3de552f7e | 2025-04-19T04:52:34 | network | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|low| desc=Network connection from 171.49.92.174 to 10.102.126.43 No additional info | {
"geo_location": "Poland",
"device_hash": "09ebece614b14f342c1dfddc40abe23dd9b3e11b07258db93703c7400036fce5",
"user_agent": "Opera/8.19.(Windows NT 11.0; pl-PL) Presto/2.9.179 Version/11.00",
"session_id": "c3385816-e184-4d36-9768-722fb2545d13",
"risk_score": 82.14,
"confidence": 0.35
} | null | connection | null | 171.49.92.174 | null | No additional info | Network connection from 171.49.92.174 to 10.102.126.43 No additional info | null | null | null | null | null | null | 10.102.126.43 | 266,658 | UDP | null | null | null | null | null | null | null | null | null | null | null | null |
c5c33149-e667-4fd7-a953-9a65b3811237 | 2025-05-20T07:39:50 | ai | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|info| desc=AI system training_data_poisoning by tinaperez No additional info | {
"geo_location": "British Virgin Islands",
"device_hash": "dfd5a2efd71d221082971936575476a0f0492544509cf3d65e23eeeca8eb9698",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_4) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/35.0.885.0 Safari/531.2",
"session_id": "381c1214-d882-4062-82cc-5fc247c28c70... | tinaperez | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by tinaperez No additional info | model-cb67fd84 | 8398c0e5dc7224cc96d646d74bb4ff29 | e103555d417bb5605f4b425a1bd27abfc61eed61 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c0c879e2-1384-428a-a2a8-9feb153d0910 | 2025-03-24T15:36:32 | endpoint | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint persistence_mechanism /name/right.avi by joangarcia No additional info noise=color|social|artist | {
"geo_location": "Egypt",
"device_hash": "14c1533d77946705595cf738303eb5db7392f08d",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; mag-IN) AppleWebKit/535.42.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6535.42.5",
"session_id": "bfd8c003-fc42-4da5-87e7-22b59ae39f3b",
"risk... | joangarcia | persistence_mechanism | null | null | null | No additional info | Endpoint persistence_mechanism /name/right.avi by joangarcia No additional info | null | null | null | null | null | null | null | null | null | null | null | null | /name/right.avi | 2,234 | explorer.exe | null | null | null | null | null | null |
7b9d81f8-86ab-4625-ac54-607e55ce59fc | 2025-03-12T08:46:10 | network | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 215.4.203.101 to 41.149.73.66 MITRE Technique: T1218.011 | {
"geo_location": "Holy See (Vatican City State)",
"device_hash": "51f507c762dc8df6289793a7d747420f",
"user_agent": "Mozilla/5.0 (Android 3.2.2; Mobile; rv:68.0) Gecko/68.0 Firefox/68.0",
"session_id": "7f7bdac2-011b-4959-9f82-f6614fbce4a2",
"risk_score": 54.06,
"confidence": 0.23
} | null | bandwidth_usage | null | 215.4.203.101 | null | MITRE Technique: T1218.011 | Network bandwidth_usage from 215.4.203.101 to 41.149.73.66 MITRE Technique: T1218.011 | null | null | null | null | null | null | 41.149.73.66 | 2,644 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null |
db9ce258-231a-445d-90a0-ea7ad6897c84 | 2025-01-31T19:43:18 | network | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|high| desc=Network beaconing from 154.15.106.52 to 126.243.212.31 No additional info | {
"geo_location": "Equatorial Guinea",
"device_hash": "ee2de4b7d1a24b59149debdaac5f235eb39029470d6c5e3577ebb291d0f1a1c0",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.3) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/52.0.802.0 Safari/531.0",
"session_id": "50f578f5-6e96-41aa-ae0e-6c094ec030ea",
"risk_score":... | null | beaconing | null | 154.15.106.52 | null | No additional info | Network beaconing from 154.15.106.52 to 126.243.212.31 No additional info | null | null | null | null | null | null | 126.243.212.31 | 632,386 | TCP | null | null | null | null | null | null | null | null | null | null | null | null |
84a9be48-82b9-4e22-a576-ea10c2ed3ff5 | 2025-07-06T08:01:54 | ai | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|info| desc=AI system adversarial_input by brianporter No additional info | {
"geo_location": "American Samoa",
"device_hash": "0bb4f048adfaaf589b4b44f73a30868a",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_6 rv:5.0; tg-TJ) AppleWebKit/534.11.1 (KHTML, like Gecko) Version/5.0.3 Safari/534.11.1",
"session_id": "6340796d-0e14-4a4d-8467-f6fbc258eb27",
"risk_score": 24.... | brianporter | adversarial_input | null | null | null | No additional info | AI system adversarial_input by brianporter No additional info | model-a9316e63 | 7a1791a6943f4e057ebec39a902c0c8f | c70682c54f2bf3624f3c6e3a79a56d40 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
71135f9b-f105-455d-a475-05bb78112cc5 | 2025-05-31T14:49:24 | ids_alert | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|critical| desc=Zeek Alert: XSS detected from 161.130.70.70 targeting N/A No additional info | {
"geo_location": "Uzbekistan",
"device_hash": "376505d9c5efd3a38844739c9a4b20338697562483cbc2e0c31ac18b2a3154ec",
"user_agent": "Opera/8.59.(Windows 98; Win 9x 4.90; ia-FR) Presto/2.9.181 Version/12.00",
"session_id": "50176b32-72ce-40b6-9578-0f9943c80665",
"risk_score": 37.66,
"confidence": 0.51
} | null | null | null | 161.130.70.70 | null | No additional info | Zeek Alert: XSS detected from 161.130.70.70 targeting N/A No additional info | null | null | null | null | null | null | N/A | null | null | null | null | null | null | null | null | null | null | null | XSS | SIG-2962 | Policy |
5017f5d5-3bcd-46ea-902e-d9692b0a5976 | 2025-02-17T09:08:56 | endpoint | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint process_stop process by zsherman MITRE Technique: T1218.011 | {
"geo_location": "Sudan",
"device_hash": "f1d21d61e55cf05550a63ffde2e95d4a4bde6a4d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/5.0)",
"session_id": "e9f338c3-8799-4edf-86f2-2d284887952f",
"risk_score": 23.11,
"confidence": 0.94
} | zsherman | process_stop | null | null | null | MITRE Technique: T1218.011 | Endpoint process_stop process by zsherman MITRE Technique: T1218.011 | null | null | null | null | null | null | null | null | null | null | null | null | process | 4,640 | cmd.exe | null | null | null | null | null | null |
711e038f-5a76-4352-a793-a178d93720b7 | 2025-05-31T21:24:24 | firewall | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow RDP traffic from 53.197.138.227:250 to 169.101.250.53:1014 MITRE Technique: T1190 noise=03B4EAA2 | {
"geo_location": "Dominica",
"device_hash": "73e1360e64809f82c212f65b188c3d7e63f38057aedbe8300eb2cdfbffed61b1",
"user_agent": "Opera/9.37.(Windows NT 5.01; yue-HK) Presto/2.9.172 Version/10.00",
"session_id": "0a52da8e-ffd2-425d-9b72-264b1b3edc04",
"risk_score": 0,
"confidence": 0.91
} | null | allow | null | 53.197.138.227 | null | MITRE Technique: T1190 | Firewall allow RDP traffic from 53.197.138.227:250 to 169.101.250.53:1014 MITRE Technique: T1190 | null | null | null | null | null | null | 169.101.250.53 | 143,515 | RDP | null | null | null | null | null | null | 250 | 1,014 | 2,864 | null | null | null |
6f05f035-ba11-46e9-bc5e-1362d46af8b4 | 2025-06-02T02:32:31 | network | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|critical| desc=Network disconnection from 10.32.14.227 to 169.147.140.43 No additional info | {
"geo_location": "Palau",
"device_hash": "5ace07074fc666aa273f7fe75518362f893f1783b77ece34b8d2dbfd1255d84f",
"user_agent": "Opera/8.35.(Windows 98; niu-NZ) Presto/2.9.188 Version/11.00",
"session_id": "09aa69cb-6820-479d-ae7b-a084bb1bfe0b",
"risk_score": 46.34,
"confidence": 0.39
} | null | disconnection | null | 10.32.14.227 | null | No additional info | Network disconnection from 10.32.14.227 to 169.147.140.43 No additional info | null | null | null | null | null | null | 169.147.140.43 | 735,511 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null |
1219f66c-4b7e-434b-ac22-83ab88301efe | 2025-06-06T04:03:38 | network | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|low| desc=Network bandwidth_usage from 38.48.47.211 to 73.186.159.207 No additional info | {
"geo_location": "Colombia",
"device_hash": "6e47c7039bf7b2b97a14faed38724f458fa09fe3",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; ku-TR; rv:1.9.0.20) Gecko/7628-08-21 03:11:01 Firefox/4.0",
"session_id": "13d16eb9-7f57-4ac1-8129-134c535cac55",
"risk_score": 55.67,
"confidence": 0.16
} | null | bandwidth_usage | null | 38.48.47.211 | null | No additional info | Network bandwidth_usage from 38.48.47.211 to 73.186.159.207 No additional info | null | null | null | null | null | null | 73.186.159.207 | 236,257 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null |
2a4cbc54-e307-41d1-8c09-af80b5a90777 | 2025-02-12T13:24:02 | network | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|low| desc=Network bandwidth_usage from 111.2.225.93 to 110.24.129.105 MITRE Technique: T1190 | Associated Threat Actor: Wizard Spider | {
"geo_location": "Argentina",
"device_hash": "3e9a047937b8e8929593fe3709909fd5",
"user_agent": "Opera/8.60.(X11; Linux x86_64; lb-LU) Presto/2.9.185 Version/11.00",
"session_id": "ce1c6d96-9c9f-46b8-b119-53bb066bd01e",
"risk_score": 26.24,
"confidence": 0.54
} | null | bandwidth_usage | null | 111.2.225.93 | null | MITRE Technique: T1190 | Associated Threat Actor: Wizard Spider | Network bandwidth_usage from 111.2.225.93 to 110.24.129.105 MITRE Technique: T1190 | Associated Threat Actor: Wizard Spider | null | null | null | null | null | null | 110.24.129.105 | 958,971 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null |
1644fb0c-6bd6-4b46-b021-4bc4431732f1 | 2025-03-25T21:50:39 | firewall | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|info| desc=Firewall allow RDP traffic from 100.138.11.66:325 to 144.114.93.159:584 Geo anomaly: Impossible travel detected | {
"geo_location": "China",
"device_hash": "5741778ab6821a4ded605a2c8bb2c7944a1217cd",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/36.0.805.0 Safari/535.1",
"session_id": "5e5d51f9-4516-45d3-91d2-76f66ac57bcc",
"risk_score": 48.49,
"confidence": 0.04
} | null | allow | null | 100.138.11.66 | null | Geo anomaly: Impossible travel detected | Firewall allow RDP traffic from 100.138.11.66:325 to 144.114.93.159:584 Geo anomaly: Impossible travel detected | null | null | null | null | null | null | 144.114.93.159 | 674,838 | RDP | null | null | null | null | null | null | 325 | 584 | 2,300 | null | null | null |
b6ad47c3-4b49-4915-a3df-efa5f0bdf9e0 | 2025-07-06T04:26:55 | iot | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device Camera protocol_violation No additional info | {
"geo_location": "Philippines",
"device_hash": "960b44fd5f44cbee408eaa9762da68e648e07924",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/21.0.811.0 Safari/533.2",
"session_id": "0898de6e-cdef-48ff-8f8a-2cebc782a31d",
"risk_score": 51.22,
"confidence": 0.25
} | null | protocol_violation | null | null | null | No additional info | IoT device Camera protocol_violation No additional info | null | null | null | null | null | null | null | null | null | Camera | iot-ffd44682 | 4.8 | null | null | null | null | null | null | null | null | null |
0bce3b0f-9ba3-4c45-81eb-124101026071 | 2025-01-27T10:59:27 | network | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 133.66.241.210 to 192.71.111.211 DGA domain detected | {
"geo_location": "Somalia",
"device_hash": "294d08b662d597ace9d41031a77ebd0d",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_6 rv:2.0; ga-IE) AppleWebKit/533.38.5 (KHTML, like Gecko) Version/4.0.2 Safari/533.38.5",
"session_id": "0c571f20-75ca-4e9b-865d-ae51ebcfa760",
"risk_score": 17.44,
"c... | null | latency_spike | null | 133.66.241.210 | null | DGA domain detected | Network latency_spike from 133.66.241.210 to 192.71.111.211 DGA domain detected | null | null | null | null | null | null | 192.71.111.211 | 747,224 | TCP | null | null | null | null | null | null | null | null | null | null | null | null |
8592b85f-aa59-462a-99f2-40c6d00e1f26 | 2025-05-19T13:48:51 | endpoint | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|high| desc=Endpoint registry_change need by jessica33 No additional info | {
"geo_location": "Svalbard & Jan Mayen Islands",
"device_hash": "31aa03230414f4bf84590aca1bd46011",
"user_agent": "Opera/9.63.(Windows NT 6.0; sat-IN) Presto/2.9.181 Version/10.00",
"session_id": "1796894b-238f-46c6-9fdc-161bc5d0005a",
"risk_score": 75.28,
"confidence": 0.58
} | jessica33 | registry_change | null | null | null | No additional info | Endpoint registry_change need by jessica33 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | need | 7,028 | powershell.exe | null | null | null | null | null | null |
4142059a-b562-434e-a7f7-e0f1b4de9b66 | 2025-01-24T22:42:30 | ai | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by kimberlyvilla No additional info noise=response|save|local | {
"geo_location": "Dominica",
"device_hash": "c3b8fedeaf94bd139c18d6ecc60123b0",
"user_agent": "Mozilla/5.0 (Windows NT 5.01; en-HK; rv:1.9.0.20) Gecko/5310-10-17 15:06:15 Firefox/5.0",
"session_id": "d4a757e8-53cc-465b-a03a-05e2bdc7696a",
"risk_score": 48.95,
"confidence": 0.89
} | kimberlyvilla | membership_inference | null | null | null | No additional info | AI system membership_inference by kimberlyvilla No additional info | model-ad839e26 | a1fd8cb4e57a77caf20e28d3b744fd4b5ac92943 | 727f47e704652b01b88a4358d6b62bcb0c55b423 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c7148877-b783-497d-ac6a-d6b4d628595b | 2025-03-14T06:29:50 | iot | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC protocol_violation MITRE Technique: T1574.002 | Associated Threat Actor: APT37 | {
"geo_location": "Pitcairn Islands",
"device_hash": "58c7821f6e0fd0d45f188cd0838f4133a72b809e",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.2) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/13.0.887.0 Safari/534.1",
"session_id": "7a3e9e1f-41d1-4e4b-8662-5b033fd3db51",
"risk_score": 67.21,
"confidence": 0... | null | protocol_violation | null | null | null | MITRE Technique: T1574.002 | Associated Threat Actor: APT37 | IoT device HVAC protocol_violation MITRE Technique: T1574.002 | Associated Threat Actor: APT37 | null | null | null | null | null | null | null | null | null | HVAC | iot-7fe5f989 | 2.5 | null | null | null | null | null | null | null | null | null |
e6887762-9bc6-45fb-b69c-49da9646033c | 2025-02-19T15:55:58 | firewall | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|high| desc=Firewall allow NTP traffic from 107.187.155.150:1016 to 85.176.240.201:845 No additional info | {
"geo_location": "Rwanda",
"device_hash": "543b4864de6f3e1963baa34a705b374c",
"user_agent": "Opera/8.24.(X11; Linux x86_64; sid-ET) Presto/2.9.167 Version/11.00",
"session_id": "92b31403-16ff-454a-869b-87aac0c70ee4",
"risk_score": 50.57,
"confidence": 0.27
} | null | allow | null | 107.187.155.150 | null | No additional info | Firewall allow NTP traffic from 107.187.155.150:1016 to 85.176.240.201:845 No additional info | null | null | null | null | null | null | 85.176.240.201 | 943,861 | NTP | null | null | null | null | null | null | 1,016 | 845 | 3,587 | null | null | null |
6d540fc2-6493-4e70-adca-be0ea5f5e3dd | 2025-03-09T19:09:22 | network | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 63.163.246.225 to 38.205.204.76 MITRE Technique: T1218.011 | {
"geo_location": "Belize",
"device_hash": "cd96e8a89be7877ea01f23fea1cae70aa5c54091",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; hu-HU) AppleWebKit/531.48.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B119 Safari/6531.48.6",
"session_id": "2f67f226-69f6-4179-b0c2-801839038c72",
"risk... | null | covert_channel | null | 63.163.246.225 | null | MITRE Technique: T1218.011 | Network covert_channel from 63.163.246.225 to 38.205.204.76 MITRE Technique: T1218.011 | null | null | null | null | null | null | 38.205.204.76 | 705,688 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null |
a7d186b0-c821-4722-898f-d8016c27e6fc | 2025-03-13T11:44:32 | endpoint | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint service_install /try/teach.jpg by shannonelliott No additional info | {
"geo_location": "Iraq",
"device_hash": "cefea84aff3166d012fd06a794557edde40bfa28",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/3.1)",
"session_id": "8bc987ab-a423-4596-9a05-959691fac3c1",
"risk_score": 38.24,
"confidence": 0.46
} | shannonelliott | service_install | null | null | null | No additional info | Endpoint service_install /try/teach.jpg by shannonelliott No additional info | null | null | null | null | null | {
"baseline_deviation": 0.66,
"entropy": 2.2,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | /try/teach.jpg | 609 | powershell.exe | null | null | null | null | null | null |
a3603b6e-5c83-48c2-bd72-3270a1152704 | 2025-04-17T20:08:55 | cloud | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|high| desc=Cloud lambda_execution in AWS by lucas61 No additional info | {
"geo_location": "Saudi Arabia",
"device_hash": "38ab326ea04d1fe73b2ba5194666ca991a6ca2b4",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_2) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/62.0.885.0 Safari/533.1",
"session_id": "23c09be7-741b-4da8-b260-1ebb9640f007",
"risk_score": 42.19,
"confi... | lucas61 | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in AWS by lucas61 No additional info | null | null | null | AWS | res-d7746c7f | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3d82e265-c323-4204-b6c4-2fbccf17bf60 | 2025-04-13T10:33:38 | firewall | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only TCP traffic from 100.11.208.82:186 to 87.28.111.10:768 No additional info noise=E2691FF9 | {
"geo_location": "Jamaica",
"device_hash": "01826550af215eff577ece6c89eb8923",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; wal-ET) AppleWebKit/532.42.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6532.42.1",
"session_id": "a799c4b4-6856-45c1-bc45-5a36bdc3022f",
"risk_score... | null | log-only | null | 100.11.208.82 | null | No additional info | Firewall log-only TCP traffic from 100.11.208.82:186 to 87.28.111.10:768 No additional info | null | null | null | null | null | null | 87.28.111.10 | 681,671 | TCP | null | null | null | null | null | null | 186 | 768 | 3,270 | null | null | null |
b75aeda3-5283-4ad0-855a-a37f28960c94 | 2025-04-25T11:07:39 | cloud | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in Alibaba by jamie86 No additional info | {
"geo_location": "North Korea",
"device_hash": "81edca8179ac8f77918c75ce2c944c168f34d794",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 3_1_3 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) CriOS/38.0.870.0 Mobile/85J159 Safari/533.0",
"session_id": "262e38e9-400b-4e71-8fbf-9fa8fbb6ea5c",
"risk_sco... | jamie86 | api_abuse | null | null | null | No additional info | Cloud api_abuse in Alibaba by jamie86 No additional info | null | null | null | Alibaba | res-50c9a796 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6570eb1e-acf3-42e2-9b40-7cac15269d89 | 2025-05-01T04:46:05 | iot | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC side_channel No additional info | {
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "8e209528d29c8d822109f0fd7117acab",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/532.22.4 (KHTML, like Gecko) Version/4.0.2 Safari/532.22.4",
"session_id": "810c5f1a-4051-4247-8fd9-63cc0c739802",
"risk_score": 66.26,... | null | side_channel | null | null | null | No additional info | IoT device HVAC side_channel No additional info | null | null | null | null | null | null | null | null | null | HVAC | iot-81cbd17a | 6.6 | null | null | null | null | null | null | null | null | null |
0cce6334-6033-4ff5-af07-959c721396c2 | 2025-02-03T06:37:25 | firewall | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect ICMP traffic from 62.193.200.98:887 to 10.198.43.22:948 No additional info noise=tag/category/posts | {
"geo_location": "Jamaica",
"device_hash": "6e0b2a4a8875f78240a979618c5cb8c008013de8a31d932b873ba1d0c1339ca8",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/34.0.818.0 Safari/533.1",
"session_id": "b9848e81-8f0e-4487-8c3f-1ffad02ea62b",
"risk_score": 45.97,
"co... | null | inspect | null | 62.193.200.98 | null | No additional info | Firewall inspect ICMP traffic from 62.193.200.98:887 to 10.198.43.22:948 No additional info | null | null | null | null | null | null | 10.198.43.22 | 234,512 | ICMP | null | null | null | null | null | null | 887 | 948 | 1,111 | null | null | null |
f0b52502-14b3-4cd1-ba30-1bf37c092f13 | 2025-06-16T15:31:59 | firewall | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine TCP traffic from 8.206.42.139:733 to 182.245.30.172:62193 MITRE Technique: T1078.004 | Unconventional IOC: Quantum random number deviations | {
"geo_location": "Liechtenstein",
"device_hash": "f66c1a7eb033ba399567ac201b20657a",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/533.40.5 (KHTML, like Gecko) Version/5.0.4 Safari/533.40.5",
"session_id": "f108080c-a73b-49b6-9ea6-9446176af2bb",
"risk_score": 67.65,
"confidence": 0.21
} | null | quarantine | null | 8.206.42.139 | null | MITRE Technique: T1078.004 | Unconventional IOC: Quantum random number deviations | Firewall quarantine TCP traffic from 8.206.42.139:733 to 182.245.30.172:62193 MITRE Technique: T1078.004 | Unconventional IOC: Quantum random number deviations | null | null | null | null | null | null | 182.245.30.172 | 228,351 | TCP | null | null | null | null | null | null | 733 | 62,193 | 1,736 | null | null | null |
ceb87f66-43f7-4712-9465-fc54b29215f1 | 2025-01-17T16:24:54 | cloud | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in Alibaba by gdavis No additional info | {
"geo_location": "Jordan",
"device_hash": "44a25dd4e58e8c77fefe0de24d1a002d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.2; Trident/4.1)",
"session_id": "cd49ab00-4d31-463b-8cac-95e716d7603d",
"risk_score": 48.31,
"confidence": 0.54
} | gdavis | api_abuse | null | null | null | No additional info | Cloud api_abuse in Alibaba by gdavis No additional info | null | null | null | Alibaba | res-ccc70f82 | {
"baseline_deviation": 0.79,
"entropy": 3.34,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6dc44914-d3af-4d31-b70d-672525c562b3 | 2025-04-12T01:21:57 | iot | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|low| desc=IoT device Medical battery_drain Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Haiti",
"device_hash": "d790709ced4ff098973c01aa0893a42a",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/7513-11-10 17:57:21 Firefox/3.6.12",
"session_id": "dc712165-cf95-4283-8841-8fef6c5b5fa7",
"risk_score": 19.78,
"confidence": 0.02
} | null | battery_drain | null | null | null | Unconventional IOC: Unusual DNS TXT records | IoT device Medical battery_drain Unconventional IOC: Unusual DNS TXT records | null | null | null | null | null | null | null | null | null | Medical | iot-a537c659 | 2.2 | null | null | null | null | null | null | null | null | null |
c0ad61f1-6502-4998-ae37-dde4b3006d99 | 2025-06-25T15:22:39 | iot | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC unusual_activity MITRE Technique: T1218.011 | {
"geo_location": "Madagascar",
"device_hash": "8d51439e5d89565124aa22278d80b60a3f6d8ae7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 4.0; Trident/3.0)",
"session_id": "f7ae49a6-d61c-4461-b8ce-89ca48021611",
"risk_score": 15.65,
"confidence": 0.39
} | null | unusual_activity | null | null | null | MITRE Technique: T1218.011 | IoT device HVAC unusual_activity MITRE Technique: T1218.011 | null | null | null | null | null | null | null | null | null | HVAC | iot-9f1741d0 | 3.1 | null | null | null | null | null | null | null | null | null |
cf4b6ce5-68e7-411c-a0f2-2200cc645f29 | 2025-04-25T03:44:50 | cloud | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|low| desc=Cloud storage_access in AWS by andrewmack MITRE Technique: T1134.001 | Associated Threat Actor: Kimsuky | {
"geo_location": "Cote d'Ivoire",
"device_hash": "8b77ffac4fb9034f96bfed9222429d20",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_3 rv:5.0; ve-ZA) AppleWebKit/535.18.4 (KHTML, like Gecko) Version/4.0.1 Safari/535.18.4",
"session_id": "cf7e3c29-9f37-4854-86df-32c814896606",
"risk_score": 34.91... | andrewmack | storage_access | null | null | null | MITRE Technique: T1134.001 | Associated Threat Actor: Kimsuky | Cloud storage_access in AWS by andrewmack MITRE Technique: T1134.001 | Associated Threat Actor: Kimsuky | null | null | null | AWS | res-03b46538 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dd28de0a-66b6-4683-bda1-7986d2d410c8 | 2025-05-30T01:16:05 | firewall | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine DNS traffic from 183.123.153.126:151 to 71.22.155.1:1016 No additional info | {
"geo_location": "Senegal",
"device_hash": "cf8c8b33a531e3ef55d1d0f365dd5b85460e32ce",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/30.0.814.0 Safari/535.0",
"session_id": "e87e6bf1-0c72-4562-982f-8ad8dca509f2",
"risk_score": 70.36,
"confidence": 0.77
} | null | quarantine | null | 183.123.153.126 | null | No additional info | Firewall quarantine DNS traffic from 183.123.153.126:151 to 71.22.155.1:1016 No additional info | null | null | null | null | null | null | 71.22.155.1 | 650,981 | DNS | null | null | null | null | null | null | 151 | 1,016 | 3,498 | null | null | null |
b5a13472-fc38-4e6a-b62d-e8b66e2977e2 | 2025-06-30T13:38:30 | network | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|high| desc=Network beaconing from 59.12.196.182 to 10.114.213.185 No additional info | {
"geo_location": "Argentina",
"device_hash": "9abd0f09e4a0df9a8c4dc9d081e4bac1506ba733d46c408d79404bcd1a480239",
"user_agent": "Opera/8.42.(X11; Linux i686; tr-TR) Presto/2.9.160 Version/11.00",
"session_id": "0d86f8e7-42b6-458b-b5e1-2a5ed12d4a21",
"risk_score": 50.32,
"confidence": 0.81
} | null | beaconing | null | 59.12.196.182 | null | No additional info | Network beaconing from 59.12.196.182 to 10.114.213.185 No additional info | null | null | null | null | null | null | 10.114.213.185 | 177,902 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null |
ce71dc04-bc87-4477-88f4-e126ebf519c9 | 2025-02-06T16:48:27 | network | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 80.152.61.246 to 186.111.153.126 No additional info | {
"geo_location": "French Polynesia",
"device_hash": "6250b2e969ce9de39683c062181218ba",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_2 rv:6.0; mag-IN) AppleWebKit/531.16.2 (KHTML, like Gecko) Version/4.1 Safari/531.16.2",
"session_id": "a804167c-92c6-488b-beb9-0dd424cb83ff",
"risk_score": 36.4... | null | latency_spike | null | 80.152.61.246 | null | No additional info | Network latency_spike from 80.152.61.246 to 186.111.153.126 No additional info | null | null | null | null | null | null | 186.111.153.126 | 833,926 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null |
ce688ecd-a732-413d-a849-92c0c238f9e4 | 2025-05-30T23:29:36 | endpoint | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint powershell_exec /practice/detail.odt by robertcohen MITRE Technique: T1566.001 | {
"geo_location": "United Arab Emirates",
"device_hash": "c95c2bc9a66b9f0b71babb9256018602c1224a6bb50352ada0d6870555d118b2",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/40.0.864.0 Safari/532.2",
"session_id": "010c38a2-1a8c-4c57-8ce3-7bcc575d840c",
"risk_score":... | robertcohen | powershell_exec | null | null | null | MITRE Technique: T1566.001 | Endpoint powershell_exec /practice/detail.odt by robertcohen MITRE Technique: T1566.001 | null | null | null | null | null | null | null | null | null | null | null | null | /practice/detail.odt | 724 | powershell.exe | null | null | null | null | null | null |
dcb4a4c7-5bba-4441-acc8-2664465abce5 | 2025-05-05T01:19:50 | firewall | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|info| desc=Firewall allow NTP traffic from 63.56.125.173:114 to 129.71.241.193:720 No additional info | {
"geo_location": "Denmark",
"device_hash": "1d898dce49ae1d51617c640b1d6e4e3db3e39bf3eda950616359739c06e89153",
"user_agent": "Opera/9.16.(Windows NT 5.0; rw-RW) Presto/2.9.162 Version/11.00",
"session_id": "12fb5899-a5e7-49f8-9c5f-3eec6d0b518c",
"risk_score": 64.8,
"confidence": 0.19
} | null | allow | null | 63.56.125.173 | null | No additional info | Firewall allow NTP traffic from 63.56.125.173:114 to 129.71.241.193:720 No additional info | null | null | null | null | null | null | 129.71.241.193 | 645,628 | NTP | null | null | null | null | null | null | 114 | 720 | 2,194 | null | null | null |
f88c0a79-4125-4f16-8f50-7f6c5302e2d6 | 2025-03-24T14:42:20 | auth | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|low| desc=Auth bypass for michaeljackson via passwordless from 125.176.185.133 MITRE Technique: T1053.005 | {
"geo_location": "Mali",
"device_hash": "0d9ef16cf945b5a287308a179479d6e5d7a4f9dd",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/4490-10-20 15:40:52 Firefox/3.6.1",
"session_id": "56fbf8ed-4a6b-43d4-8daf-f84d2035852a",
"risk_score": 41.63,
"confidence": 0.27
} | michaeljackson | bypass | passwordless | 125.176.185.133 | ef:ab:6f:51:76:8a | MITRE Technique: T1053.005 | Auth bypass for michaeljackson via passwordless from 125.176.185.133 MITRE Technique: T1053.005 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3fbbdb99-04f6-462d-9269-8f3e42795a05 | 2025-02-23T16:53:07 | network | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|critical| desc=Network protocol_anomaly from 93.167.50.197 to 1.2.122.86 No additional info | {
"geo_location": "France",
"device_hash": "28c7dfa1feef6abcaf879b4907abb07f1f0f9409",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; ig-NG) AppleWebKit/531.27.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6531.27.5",
"session_id": "d149ff3e-9d1f-4c57-ac8c-633517271921",
"risk... | null | protocol_anomaly | null | 93.167.50.197 | null | No additional info | Network protocol_anomaly from 93.167.50.197 to 1.2.122.86 No additional info | null | null | null | null | null | null | 1.2.122.86 | 565,574 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null |
37d9db69-f610-4631-833f-33692be82a80 | 2025-03-27T01:17:13 | auth | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|low| desc=Auth challenge for karenrodriguez via biometric from 221.250.53.213 No additional info noise=wp-content/blog | {
"geo_location": "Uganda",
"device_hash": "96ffdd2e84eaaf95945d1d0a83ca26df528180c3",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_3 rv:6.0; raj-IN) AppleWebKit/534.18.5 (KHTML, like Gecko) Version/5.0.2 Safari/534.18.5",
"session_id": "10c8a150-0ef0-4729-8d5a-cc6162079b29",
"risk_score": 42.26... | karenrodriguez | challenge | biometric | 221.250.53.213 | 15:19:2e:e3:fa:4f | No additional info | Auth challenge for karenrodriguez via biometric from 221.250.53.213 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8b28c51c-4bb1-4693-b3d2-461f3fe2de9d | 2025-04-26T21:02:47 | cloud | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in AWS by beckholly Associated Threat Actor: FIN7 | {
"geo_location": "Bolivia",
"device_hash": "1429154173d6fb36acbd0ed8b6640a56",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/4.1)",
"session_id": "b115ac9e-5e6a-469c-85ca-cce07eea9d31",
"risk_score": 47.88,
"confidence": 0.96
} | beckholly | api_abuse | null | null | null | Associated Threat Actor: FIN7 | Cloud api_abuse in AWS by beckholly Associated Threat Actor: FIN7 | null | null | null | AWS | res-16ebd448 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8c65b5b6-e94b-4e0c-831b-de3d9d088c34 | 2025-03-28T19:01:28 | cloud | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|low| desc=Cloud storage_access in Azure by byoung Cross-tenant access detected | {
"geo_location": "Cape Verde",
"device_hash": "56b992e751a899f22f50c79ee898bce739db21e2f6e9c70b9ec20994a11c8330",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_9 rv:3.0; zh-TW) AppleWebKit/535.46.1 (KHTML, like Gecko) Version/4.1 Safari/535.46.1",
"session_id": "341ff072-9c66-4cf0-bae3-89b43530f0... | byoung | storage_access | null | null | null | Cross-tenant access detected | Cloud storage_access in Azure by byoung Cross-tenant access detected | null | null | null | Azure | res-33e7b005 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
02ea68af-cc41-4a53-ab99-2a8dc1c9dd4e | 2025-01-18T03:15:40 | auth | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|high| desc=Auth bypass for cwhite via SAML from 68.197.1.59 No additional info | {
"geo_location": "Chad",
"device_hash": "72b889bfc7884e0f9f5630a97bbe6a6d81a4f9a2a5a74b285adcd652befe7ab5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 95; Trident/4.0)",
"session_id": "ed75c3de-e36c-44b4-a564-4bf7158ea4f6",
"risk_score": 24.14,
"confidence": 0.51
} | cwhite | bypass | SAML | 68.197.1.59 | 2a:09:34:b5:27:72 | No additional info | Auth bypass for cwhite via SAML from 68.197.1.59 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7da345c8-ee54-4938-b595-ede8fd01761d | 2030-06-01T20:03:26 | endpoint | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|high| desc=Endpoint wmi_exec /light/watch.jpeg by comptoneric Unconventional IOC: TPM attestation failures | {
"geo_location": "Montenegro",
"device_hash": "e8ab18be03a0eb309e95bc870cdbb9ec49e1c8e9",
"user_agent": "Opera/8.80.(X11; Linux x86_64; tt-RU) Presto/2.9.167 Version/10.00",
"session_id": "c65e8da0-a087-42e1-b76a-4f05d41a4e5e",
"risk_score": 51.12,
"confidence": 0.83
} | comptoneric | wmi_exec | null | null | null | Unconventional IOC: TPM attestation failures | Endpoint wmi_exec /light/watch.jpeg by comptoneric Unconventional IOC: TPM attestation failures | null | null | null | null | null | null | null | null | null | null | null | null | /light/watch.jpeg | 3,725 | svchost.exe | null | null | null | null | null | null |
665b6d74-2006-4715-b850-60a6ee4685a7 | 2025-01-23T09:42:46 | auth | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|low| desc=Auth success for mason57 via MFA from 10.229.180.142 Associated Threat Actor: DarkSide | {
"geo_location": "Vietnam",
"device_hash": "4bf31b078826c219673efeda0b61f123",
"user_agent": "Mozilla/5.0 (Linux; Android 3.0) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/49.0.826.0 Safari/534.2",
"session_id": "676c9447-93b6-48a0-8d81-8fdbef06bc89",
"risk_score": 98.2,
"confidence": 0.13
} | mason57 | success | MFA | 10.229.180.142 | d0:f4:86:99:c4:3d | Associated Threat Actor: DarkSide | Auth success for mason57 via MFA from 10.229.180.142 Associated Threat Actor: DarkSide | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5c5feede-d836-4931-af8f-f0f3c5a34d1c | 2025-06-11T14:43:41 | cloud | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud container_escape in GCP by torresjoshua MITRE Technique: T1486 noise=may|wide|myself | {
"geo_location": "Sudan",
"device_hash": "38da641fd85a1b694ddb09d6584d532eb726e02dceb90d92607723678431a270",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; ps-AF) AppleWebKit/533.26.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6533.26.5",
"session_id": "eccfb121-54aa-4d35-b346... | torresjoshua | container_escape | null | null | null | MITRE Technique: T1486 | Cloud container_escape in GCP by torresjoshua MITRE Technique: T1486 | null | null | null | GCP | res-57ecf89d | {
"baseline_deviation": 1.31,
"entropy": 4.65,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cba90406-ebf3-4c27-aef0-03b25ed0a52c | 2025-03-21T15:40:06 | auth | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth locked for fcampbell via OAuth from 146.223.33.238 Unconventional IOC: CPU microcode changes | {
"geo_location": "Guadeloupe",
"device_hash": "18e5282aede2752da6630fe2aa52077ee9f72cda",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_9) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/59.0.807.0 Safari/531.1",
"session_id": "fa29db09-ea62-413c-a0ef-ef80bc7225ad",
"risk_score": 37.48,
"conf... | fcampbell | locked | OAuth | 146.223.33.238 | 96:56:00:0e:18:f7 | Unconventional IOC: CPU microcode changes | Auth locked for fcampbell via OAuth from 146.223.33.238 Unconventional IOC: CPU microcode changes | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
87719dbe-6cba-4031-80b2-f9276a89ea73 | 2025-01-18T06:57:48 | endpoint | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint file_access probably by dianacurtis MITRE Technique: T1547.001 | {
"geo_location": "Tanzania",
"device_hash": "632f67f8531b5580142b3ada7597563348e2f5431740f30efbbee84dbda0e804",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.2; Trident/5.1)",
"session_id": "939fc0ac-982f-44b2-bbce-b5a03929f168",
"risk_score": 31.23,
"confidence": 0.52
} | dianacurtis | file_access | null | null | null | MITRE Technique: T1547.001 | Endpoint file_access probably by dianacurtis MITRE Technique: T1547.001 | null | null | null | null | null | null | null | null | null | null | null | null | probably | 4,382 | cmd.exe | null | null | null | null | null | null |
7195611b-1251-4545-bc2a-2623bad672aa | 2025-03-13T06:52:05 | ai | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|high| desc=AI system training_data_poisoning by anthonymelissa No additional info | {
"geo_location": "Bahamas",
"device_hash": "da8f65c7f83d1e8a3d6ccf91e5a5d896ee5365c3",
"user_agent": "Opera/8.52.(Windows NT 5.2; ml-IN) Presto/2.9.181 Version/11.00",
"session_id": "d73f4288-3bcd-4d0e-b150-b4476dfe79bc",
"risk_score": 74.96,
"confidence": 0.21
} | anthonymelissa | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by anthonymelissa No additional info | model-39976475 | 61bfc1cc146672b53b71d2851f91cf3cb4a0212b | 243496d0c76eee6d1f7bd78417d181cdada4ebf7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7edac6ee-7700-4101-9f45-a4f1b62985b5 | 2025-05-18T06:21:56 | endpoint | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start /what/east.webm by edwardsantonio MITRE Technique: T1110.003 | Unconventional IOC: Quantum random number deviations | {
"geo_location": "Paraguay",
"device_hash": "c886a99bbbbeb16fe78155ec814e7b518c2e2e2a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/5.1)",
"session_id": "c45b532b-3aff-4b8c-8938-3a64e66da642",
"risk_score": 44.34,
"confidence": 0.9
} | edwardsantonio | process_start | null | null | null | MITRE Technique: T1110.003 | Unconventional IOC: Quantum random number deviations | Endpoint process_start /what/east.webm by edwardsantonio MITRE Technique: T1110.003 | Unconventional IOC: Quantum random number deviations | null | null | null | null | null | null | null | null | null | null | null | null | /what/east.webm | 2,263 | powershell.exe | null | null | null | null | null | null |
95678845-f07b-4aa8-980e-59e59e3c5f78 | 2025-03-27T00:14:23 | firewall | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|medium| desc=Firewall inspect UDP traffic from 176.61.53.217:419 to 174.134.31.122:807 MITRE Technique: T1134.001 noise=tags | {
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "ad7ea4fd2f704a3b9ea1ee079968209f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Win 9x 4.90; Trident/5.1)",
"session_id": "4e7a571f-0ad1-4277-894d-5f9d3cb14092",
"risk_score": 33.48,
"confidence": 0.51
} | null | inspect | null | 176.61.53.217 | null | MITRE Technique: T1134.001 | Firewall inspect UDP traffic from 176.61.53.217:419 to 174.134.31.122:807 MITRE Technique: T1134.001 | null | null | null | null | null | null | 174.134.31.122 | 378,779 | UDP | null | null | null | null | null | null | 419 | 807 | 1,405 | null | null | null |
f0fd16f3-93d0-44ba-a323-11e2bf8e7f90 | 2025-05-04T06:59:14 | ids_alert | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|medium| desc=OSSEC Alert: Cloud API Abuse detected from 163.17.32.64 targeting 146.45.95.93 No additional info | {
"geo_location": "Germany",
"device_hash": "ec7c965d8f6924bed1462e1502b35b06",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/4.1)",
"session_id": "9c215f61-8c6c-438f-8ca5-9d9af973e1d2",
"risk_score": 44.12,
"confidence": 0.75
} | null | null | null | 163.17.32.64 | null | No additional info | OSSEC Alert: Cloud API Abuse detected from 163.17.32.64 targeting 146.45.95.93 No additional info | null | null | null | null | null | null | 146.45.95.93 | null | null | null | null | null | null | null | null | null | null | null | Cloud API Abuse | SIG-3406 | Evasion |
f49e85e0-7346-42fb-b7cb-374ae3d3ba1e | 2025-01-30T16:01:40 | endpoint | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_start include by lcastillo No additional info | {
"geo_location": "Nauru",
"device_hash": "44947eb9055adb4b28965e742a75464be21173c7",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_9 rv:2.0; en-ZM) AppleWebKit/534.44.6 (KHTML, like Gecko) Version/4.0 Safari/534.44.6",
"session_id": "1b35c60f-171f-4e54-9eb3-0bd82a987237",
"risk_score": 51.66,
... | lcastillo | process_start | null | null | null | No additional info | Endpoint process_start include by lcastillo No additional info | null | null | null | null | null | null | null | null | null | null | null | null | include | 6,263 | svchost.exe | null | null | null | null | null | null |
955123e4-22c0-4cd7-b644-20b29f6b43c9 | 2021-12-25T21:24:39 | endpoint | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint powershell_exec /we/run.png by anthonyandrea No additional info | {
"geo_location": "Turkmenistan",
"device_hash": "89de82c9a21d5f4498e697fe0be9bdd88df55626",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_3) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/46.0.838.0 Safari/533.2",
"session_id": "0de22f5c-ac46-4b7a-a558-1be89373c9d7",
"risk_score": 33.57,
"con... | anthonyandrea | powershell_exec | null | null | null | No additional info | Endpoint powershell_exec /we/run.png by anthonyandrea No additional info | null | null | null | null | null | {
"baseline_deviation": 2.98,
"entropy": 3.28,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | /we/run.png | 298 | powershell.exe | null | null | null | null | null | null |
46d38201-0d9e-413e-b38a-72e18bb0c186 | 2025-06-25T08:26:59 | iot | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat command_injection No additional info noise=search/category/search | {
"geo_location": "Tonga",
"device_hash": "7e864f31ce668ed4fafdc3eeb2ee1d8a6c09e1f2",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_8) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/34.0.824.0 Safari/531.0",
"session_id": "f2eaf5b4-9a88-4dbd-96e2-3097c907b51f",
"risk_score": 22.35,
"confidence": ... | null | command_injection | null | null | null | No additional info | IoT device Thermostat command_injection No additional info | null | null | null | null | null | null | null | null | null | Thermostat | iot-c4d69256 | 5.0 | null | null | null | null | null | null | null | null | null |
189137aa-15de-4939-a10b-21d928ecfbd4 | 2025-03-17T15:28:47 | iot | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC firmware_update MITRE Technique: T1071.001 | {
"geo_location": "Iran",
"device_hash": "7074da4bb6a1ae49237eea2e22d2c77b250fa122495c3e815baebd2e8637db6e",
"user_agent": "Opera/9.69.(Windows NT 5.1; ayc-PE) Presto/2.9.190 Version/11.00",
"session_id": "9039167a-a7ec-4ca7-95b5-5e2caeb3d9a3",
"risk_score": 63.19,
"confidence": 0.15
} | null | firmware_update | null | null | null | MITRE Technique: T1071.001 | IoT device HVAC firmware_update MITRE Technique: T1071.001 | null | null | null | null | null | null | null | null | null | HVAC | iot-d455a059 | 2.4 | null | null | null | null | null | null | null | null | null |
a1f0359b-f2d3-45e3-8516-51aa54a1edf5 | 2025-02-13T16:34:18 | cloud | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud permission_escalation in Azure by chapmankrista No additional info | {
"geo_location": "Korea",
"device_hash": "1d07ddb262f2b493c7bc2f50e64a2eb0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.0; Trident/3.0)",
"session_id": "e47da9f1-401d-4e2b-b60b-d4cc60e78b67",
"risk_score": 43.58,
"confidence": 0.64
} | chapmankrista | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in Azure by chapmankrista No additional info | null | null | null | Azure | res-f463f498 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8e7257d6-3279-4e4d-a0f3-836628896021 | 2025-05-05T00:55:36 | ids_alert | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|critical| desc=QRadar Alert: Port Scan detected from 174.103.244.234 targeting 113.61.68.17 MITRE Technique: T1547.001 | {
"geo_location": "North Korea",
"device_hash": "04541959137c6d170ec3adc39a49a0d2b4cc4901b27cbdfe6b31250297d694ae",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.0; Trident/3.1)",
"session_id": "60271785-029d-425e-940f-8d11b0fe8a71",
"risk_score": 51.63,
"confidence": 0.84
} | null | null | null | 174.103.244.234 | null | MITRE Technique: T1547.001 | QRadar Alert: Port Scan detected from 174.103.244.234 targeting 113.61.68.17 MITRE Technique: T1547.001 | null | null | null | null | null | null | 113.61.68.17 | null | null | null | null | null | null | null | null | null | null | null | Port Scan | SIG-3495 | Policy |
45a38698-6499-4173-be36-3904e6901b05 | 2025-05-18T03:19:45 | ai | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|critical| desc=AI system api_abuse by kyle93 No additional info noise=E3F057F0 | {
"geo_location": "Eritrea",
"device_hash": "75ca320affc50d016b7dd8b66fdb818dfaab73ea348c976023c4d82818424de0",
"user_agent": "Mozilla/5.0 (Android 5.1; Mobile; rv:53.0) Gecko/53.0 Firefox/53.0",
"session_id": "0393a98b-7027-4a81-bb07-ccfcd84f4a03",
"risk_score": 23.95,
"confidence": 0.16
} | kyle93 | api_abuse | null | null | null | No additional info | AI system api_abuse by kyle93 No additional info | model-ec720372 | a7381299f87ed549a1e7e8c9f4beb69e7b131178267db5e0faeef862d0d332d4 | f212b99f9688a21c0caebe428745ab2876f3fb51dc178c96d52c38597649ae0c | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8abd19fe-c436-47bb-9337-bb69d091221e | 2025-02-03T00:15:10 | firewall | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|high| desc=Firewall drop TCP traffic from 162.244.101.146:18175 to 10.230.225.115:26510 Associated Threat Actor: Equation Group | {
"geo_location": "Samoa",
"device_hash": "f626e4d7bfdb843eec9882e1acf34da1c09833622c02ae26e216ecfbb62d7907",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 1_1_5 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) FxiOS/12.4d8157.0 Mobile/96H676 Safari/531.0",
"session_id": "f340d90a-441b-4c39-b010-ae9d26b... | null | drop | null | 162.244.101.146 | null | Associated Threat Actor: Equation Group | Firewall drop TCP traffic from 162.244.101.146:18175 to 10.230.225.115:26510 Associated Threat Actor: Equation Group | null | null | null | null | null | null | 10.230.225.115 | 434,854 | TCP | null | null | null | null | null | null | 18,175 | 26,510 | 908 | null | null | null |
a5bb18b8-8734-445f-9544-5397926e0b71 | 2025-03-15T19:48:52 | network | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|info| desc=Network beaconing from 144.80.176.73 to 10.175.60.156 No additional info | {
"geo_location": "Spain",
"device_hash": "1461c650951ef0b8fa733b081ae52bbf52c1dfa0",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_6; rv:1.9.3.20) Gecko/9836-03-31 17:45:15 Firefox/3.8",
"session_id": "85ece32f-49dd-4911-b6ab-5c18854b4b0a",
"risk_score": 35.46,
"confidence": 0.57
} | null | beaconing | null | 144.80.176.73 | null | No additional info | Network beaconing from 144.80.176.73 to 10.175.60.156 No additional info | null | null | null | null | null | null | 10.175.60.156 | 846,703 | TCP | null | null | null | null | null | null | null | null | null | null | null | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.