event_id stringlengths 36 36 | timestamp timestamp[s]date 2020-07-12 21:38:20 2030-07-10 06:49:21 | event_type stringclasses 8 values | source stringclasses 20 values | severity stringclasses 6 values | raw_log stringlengths 91 282 | advanced_metadata dict | src_ip stringlengths 8 15 ⌀ | dst_ip stringlengths 3 15 ⌀ | alert_type stringclasses 17 values | signature_id stringlengths 8 8 ⌀ | category stringclasses 5 values | additional_info stringlengths 18 148 | description stringlengths 45 225 | action stringclasses 55 values | bytes int64 105 1,000k ⌀ | protocol stringclasses 10 values | user stringlengths 3 22 ⌀ | object stringlengths 1 32 ⌀ | process_id int64 100 10k ⌀ | parent_process stringclasses 4 values | behavioral_analytics dict | device_type stringclasses 5 values | device_id stringlengths 12 12 ⌀ | firmware_version stringclasses 100 values | src_port int64 1 65.5k ⌀ | dst_port int64 1 65.5k ⌀ | duration int64 1 3.6k ⌀ | method stringclasses 7 values | mac_address stringlengths 17 17 ⌀ | model_id stringlengths 14 14 ⌀ | input_hash stringlengths 32 64 ⌀ | output_hash stringlengths 32 64 ⌀ | cloud_service stringclasses 5 values | resource_id stringlengths 12 12 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9fe8a108-1a0e-4e89-a29f-da5ad795e882 | 2025-03-24T02:06:51 | network | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 16.222.239.17 to 98.6.15.91 MITRE Technique: T1486 | {
"geo_location": "Haiti",
"device_hash": "f4b5cbe9b49b3884b0273053455e1e072c95d3b5d4c3d072b351d386cbb10ca9",
"user_agent": "Opera/9.74.(Windows NT 5.2; niu-NU) Presto/2.9.165 Version/11.00",
"session_id": "559669a7-9f90-4bd1-b653-cdecea6920a5",
"risk_score": 68.48,
"confidence": 0.72
} | 16.222.239.17 | 98.6.15.91 | null | null | null | MITRE Technique: T1486 | Network protocol_anomaly from 16.222.239.17 to 98.6.15.91 MITRE Technique: T1486 | protocol_anomaly | 532,272 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0cfc6df3-a508-4774-839c-a81b53b35eca | 2025-06-17T07:25:19 | ids_alert | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|critical| desc=Carbon Black Alert: Credential Stuffing detected from 206.189.129.188 targeting N/A MITRE Technique: T1204.002 | {
"geo_location": "Indonesia",
"device_hash": "35fca6a7cd767061749d7eecca090aded68e985900b99c529e357b9eafdf9108",
"user_agent": "Opera/9.63.(X11; Linux i686; cs-CZ) Presto/2.9.167 Version/12.00",
"session_id": "fe358105-9e75-4dd8-a5d5-f17ff7f6f26c",
"risk_score": 47.58,
"confidence": 0.06
} | 206.189.129.188 | N/A | Credential Stuffing | SIG-3900 | Malware | MITRE Technique: T1204.002 | Carbon Black Alert: Credential Stuffing detected from 206.189.129.188 targeting N/A MITRE Technique: T1204.002 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0d91b94a-178b-4709-b637-f269f191fd09 | 2025-01-31T22:14:42 | ids_alert | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|high| desc=ArcSight Alert: Fileless Attack detected from 131.61.230.114 targeting 220.242.216.25 Associated Threat Actor: APT34 noise=fine|unit|brother | {
"geo_location": "Iran",
"device_hash": "ae1307509b8367945f88c7313c14d22b5675281498ad3fc00ea787e501e57dc8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/4.1)",
"session_id": "c0507489-5901-48e1-83ba-a22f2ba664d9",
"risk_score": 44.14,
"confidence": 0.32
} | 131.61.230.114 | 220.242.216.25 | Fileless Attack | SIG-5262 | Exploit | Associated Threat Actor: APT34 | ArcSight Alert: Fileless Attack detected from 131.61.230.114 targeting 220.242.216.25 Associated Threat Actor: APT34 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e6397aca-6eb6-453c-8e69-95e711b7fdbe | 2025-02-24T08:17:58 | auth | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|info| desc=Auth success for steven15 via password from 109.95.143.26 MITRE Technique: T1078.004 | {
"geo_location": "Serbia",
"device_hash": "f1d777c27796e02c580f995d0c021bf5",
"user_agent": "Mozilla/5.0 (Windows CE; ms-MY; rv:1.9.0.20) Gecko/2128-06-13 22:20:41 Firefox/14.0",
"session_id": "254d7d49-f76c-4f69-a387-d3b5c623c27e",
"risk_score": 40.25,
"confidence": 0.46
} | 109.95.143.26 | null | null | null | null | MITRE Technique: T1078.004 | Auth success for steven15 via password from 109.95.143.26 MITRE Technique: T1078.004 | success | null | null | steven15 | null | null | null | null | null | null | null | null | null | null | password | ca:2f:d9:2a:6a:a2 | null | null | null | null | null |
f2ee7132-a1f2-44c2-867b-a935e7289863 | 2025-03-18T21:11:45 | iot | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera unusual_activity Sensor spoofing detected | {
"geo_location": "Poland",
"device_hash": "da62f763ae26d2408765db4e1c855116f55d2b0006578e5669990a23f9a1cf85",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/55.0.871.0 Safari/533.0",
"session_id": "b8555fd5-d36b-4142-99e4-b5c9984893b1",
"risk_score": 100,
"confidence": 0.26
} | null | null | null | null | null | Sensor spoofing detected | IoT device Camera unusual_activity Sensor spoofing detected | unusual_activity | null | null | null | null | null | null | null | Camera | iot-00365bf9 | 3.0 | null | null | null | null | null | null | null | null | null | null |
54d25096-4c55-4dbf-8607-183f013dcc43 | 2025-05-22T10:17:37 | auth | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth locked for mgoodwin via passwordless from 77.246.82.129 No additional info | {
"geo_location": "British Virgin Islands",
"device_hash": "1f171dda16021caf6dd02f97ba577b214b58a4dc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 10.0; Trident/3.1)",
"session_id": "8fb2be0c-b60b-4de2-8b6b-e948e2821318",
"risk_score": 32.1,
"confidence": 0.4
} | 77.246.82.129 | null | null | null | null | No additional info | Auth locked for mgoodwin via passwordless from 77.246.82.129 No additional info | locked | null | null | mgoodwin | null | null | null | null | null | null | null | null | null | null | passwordless | b0:dc:3f:11:b0:99 | null | null | null | null | null |
e308878a-0f26-44dc-957e-4dc928cfc7ef | 2025-01-30T05:28:55 | iot | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor physical_tamper No additional info | {
"geo_location": "Uganda",
"device_hash": "f4ac17abea2eda56c5cb36e82f2dbac5",
"user_agent": "Opera/8.88.(Windows NT 10.0; hi-IN) Presto/2.9.182 Version/10.00",
"session_id": "a1c182f9-b119-4bf7-b51d-10e62bc72995",
"risk_score": 37.85,
"confidence": 0.11
} | null | null | null | null | null | No additional info | IoT device Sensor physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Sensor | iot-80c0a8d2 | 4.4 | null | null | null | null | null | null | null | null | null | null |
470f478e-2edf-4e6a-871c-2a92ee674d35 | 2025-04-11T05:52:18 | cloud | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|medium| desc=Cloud container_escape in Azure by katherine43 No additional info | {
"geo_location": "Guadeloupe",
"device_hash": "ad6233879bf7b2448349a21e281f1216ad4d1f7f",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_5 rv:3.0; ku-TR) AppleWebKit/532.34.1 (KHTML, like Gecko) Version/5.0 Safari/532.34.1",
"session_id": "c117a05e-7376-48f3-8896-69729e01f654",
"risk_score": 65.4,
"confidence": 0.04
} | null | null | null | null | null | No additional info | Cloud container_escape in Azure by katherine43 No additional info | container_escape | null | null | katherine43 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-abd30b44 |
60cb3ea0-535e-4bde-a8da-12c2f636db3e | 2022-02-08T11:20:00 | auth | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|info| desc=Auth locked for veronica89 via key from 21.107.14.93 No additional info noise=explore | {
"geo_location": "Denmark",
"device_hash": "b58e1d3b5ec54b162910876da6d7acc4dfd34c72",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 11.0; Trident/3.1)",
"session_id": "b21cdfe9-621b-4c82-b628-ec2d56c4b74a",
"risk_score": 51.15,
"confidence": 0.83
} | 21.107.14.93 | null | null | null | null | No additional info | Auth locked for veronica89 via key from 21.107.14.93 No additional info | locked | null | null | veronica89 | null | null | null | null | null | null | null | null | null | null | key | 65:d2:62:3a:bb:9f | null | null | null | null | null |
c789e670-fa8a-4c37-b7f4-bf03d36111f9 | 2025-03-10T18:29:37 | ai | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by whitenancy No additional info noise=list | {
"geo_location": "Jordan",
"device_hash": "f51ca3e0d8c0353a61a1a251d575515fdff16fb0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/5.1)",
"session_id": "4f7405e0-593c-41d2-a3ec-5216019790ce",
"risk_score": 43.74,
"confidence": 0.98
} | null | null | null | null | null | No additional info | AI system fine_tuning by whitenancy No additional info | fine_tuning | null | null | whitenancy | null | null | null | {
"baseline_deviation": 2.28,
"entropy": 5.83,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | model-5b8344d8 | e8309893e933cfbd40be263af818553562d4566c | 5a77c2fde1c064d58030393b7e0caab2 | null | null |
bcff1e6e-1096-446d-bc34-6c975199bc6b | 2025-02-26T05:50:56 | ai | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by younggina No additional info | {
"geo_location": "Anguilla",
"device_hash": "87f1b7835033fa92301913c77aeb5ae969972e2eef459a98983e04669f39a19e",
"user_agent": "Opera/8.96.(Windows 98; Win 9x 4.90; pt-BR) Presto/2.9.180 Version/10.00",
"session_id": "cf081ca0-a3c6-4667-81ce-873d34b91647",
"risk_score": 41.73,
"confidence": 0.05
} | null | null | null | null | null | No additional info | AI system adversarial_input by younggina No additional info | adversarial_input | null | null | younggina | null | null | null | null | null | null | null | null | null | null | null | null | model-db171745 | 4f1ecaf097ae14ece66125f7ca4609fb | d1b22dbc947e6dae95e5515364f30d515479e9fe | null | null |
a82015c3-8603-4826-8896-eeaa4338bafe | 2025-01-27T00:55:34 | ai | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|high| desc=AI system model_access by kerrjonathan No additional info noise=QWdlLg== | {
"geo_location": "Belarus",
"device_hash": "c7003f1e8f516a9585c70033c5ac02fc",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/13.0.829.0 Safari/532.0",
"session_id": "8b9949b3-f9ae-42b9-9ed2-cb3a1323f9f6",
"risk_score": 27.4,
"confidence": 0.97
} | null | null | null | null | null | No additional info | AI system model_access by kerrjonathan No additional info | model_access | null | null | kerrjonathan | null | null | null | null | null | null | null | null | null | null | null | null | model-e71cce06 | d35201c7835d11f0effaba476e4fab36bc002ed0aa027ff5d3c8bd7807d963aa | 322beabc36115c69eb8155869dd10e86ce71f9ef | null | null |
34fe1435-0c55-4b6d-87c6-4a6bcda98c66 | 2025-02-16T15:08:20 | endpoint | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task /crime/parent.pptx by mckinneymichael No additional info | {
"geo_location": "Antarctica (the territory South of 60 deg S)",
"device_hash": "ec852af422bee01b6297632d13f163a00976cad3",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/27.0.802.0 Safari/533.0",
"session_id": "8a9a9eeb-c51e-4e5e-af83-17091c09db29",
"risk_score": 34.87,
"confidence": 0.01
} | null | null | null | null | null | No additional info | Endpoint scheduled_task /crime/parent.pptx by mckinneymichael No additional info | scheduled_task | null | null | mckinneymichael | /crime/parent.pptx | 2,783 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
92d26853-a14c-49ba-9b55-7a9e562a51b9 | 2027-12-10T13:03:40 | auth | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|info| desc=Auth success for ellen85 via biometric from 10.17.127.181 No additional info | {
"geo_location": "Costa Rica",
"device_hash": "b5a6fd5b924379ed823d221673e725ee23576a79",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_7; rv:1.9.3.20) Gecko/8086-07-19 21:46:49 Firefox/6.0",
"session_id": "78588907-c39c-4e77-bca4-f2aa5f7ef223",
"risk_score": 32.5,
"confidence": 0.56
} | 10.17.127.181 | null | null | null | null | No additional info | Auth success for ellen85 via biometric from 10.17.127.181 No additional info | success | null | null | ellen85 | null | null | null | null | null | null | null | null | null | null | biometric | 4c:91:d0:1d:ff:6a | null | null | null | null | null |
7a7c7203-a43f-4163-b3f6-16fe272764d7 | 2025-01-26T16:26:23 | iot | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC sensor_spoofing No additional info noise=SGVhci4= | {
"geo_location": "Peru",
"device_hash": "a71d8b35f7d31b239206504d81fd5e11",
"user_agent": "Opera/8.50.(X11; Linux i686; lv-LV) Presto/2.9.185 Version/11.00",
"session_id": "659e7e67-3937-4548-a51f-8c429f1ad750",
"risk_score": 47.73,
"confidence": 0.04
} | null | null | null | null | null | No additional info | IoT device HVAC sensor_spoofing No additional info | sensor_spoofing | null | null | null | null | null | null | null | HVAC | iot-4b2c6516 | 3.0 | null | null | null | null | null | null | null | null | null | null |
def083cf-5a19-4679-ae68-478a343104d2 | 2025-02-03T02:50:28 | iot | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC physical_tamper Associated Threat Actor: Cobalt Group | {
"geo_location": "Serbia",
"device_hash": "ec517a7ae84661957d14da9128564a25",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/48.0.879.0 Safari/536.2",
"session_id": "1bb67520-80f2-4d41-8353-4183c48e8b27",
"risk_score": 33.21,
"confidence": 0.59
} | null | null | null | null | null | Associated Threat Actor: Cobalt Group | IoT device HVAC physical_tamper Associated Threat Actor: Cobalt Group | physical_tamper | null | null | null | null | null | null | null | HVAC | iot-cb17622a | 9.0 | null | null | null | null | null | null | null | null | null | null |
34799f66-8687-46d7-87e2-0670755b21a2 | 2025-02-01T19:17:27 | endpoint | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task draw by lisa48 No additional info noise=posts | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "0bd9dfa0b28b32fc5df7fb67954ba4bef1584e33",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_5_5; rv:1.9.6.20) Gecko/6146-12-12 13:53:05 Firefox/3.6.11",
"session_id": "8775b5b9-68a7-4075-9dea-db6aac70b4f0",
"risk_score": 78.83,
"confidence": 0.36
} | null | null | null | null | null | No additional info | Endpoint scheduled_task draw by lisa48 No additional info | scheduled_task | null | null | lisa48 | draw | 9,753 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7088cda2-6981-4851-85e5-29826efd2d84 | 2025-04-19T22:54:56 | ids_alert | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|critical| desc=LogRhythm Alert: Zero-Day Exploit detected from 67.225.242.143 targeting 39.213.159.87 No additional info | {
"geo_location": "Saint Helena",
"device_hash": "05b51e7498df9e825269f642763a8eb0",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_2) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/28.0.836.0 Safari/534.0",
"session_id": "477c4a0d-8998-42ac-a0c1-5d8db8bedc72",
"risk_score": 38.92,
"confidence": 0.02
} | 67.225.242.143 | 39.213.159.87 | Zero-Day Exploit | SIG-2285 | Recon | No additional info | LogRhythm Alert: Zero-Day Exploit detected from 67.225.242.143 targeting 39.213.159.87 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
de2ea990-819a-45a6-be1b-eb8fe9156631 | 2025-01-29T17:32:33 | network | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|low| desc=Network bandwidth_usage from 212.91.72.254 to 4.50.112.119 MITRE Technique: T1190 | {
"geo_location": "Mongolia",
"device_hash": "4b57513fbc30c1912607cf19cf04dfbb51ab78edd67d37f6fad107b49372bb3f",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_7) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/28.0.886.0 Safari/535.0",
"session_id": "18d0d31d-d3be-4279-b982-404c5cd1a089",
"risk_score": 48.04,
"confidence": 0.84
} | 212.91.72.254 | 4.50.112.119 | null | null | null | MITRE Technique: T1190 | Network bandwidth_usage from 212.91.72.254 to 4.50.112.119 MITRE Technique: T1190 | bandwidth_usage | 343,503 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5f4c5eab-12ed-4e3c-bb29-4c4d865f59f6 | 2025-03-24T10:56:16 | network | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|medium| desc=Network beaconing from 210.228.140.105 to 180.39.176.87 No additional info | {
"geo_location": "Colombia",
"device_hash": "816761e8c1a97bd8a06843d78a96f7ca",
"user_agent": "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/49.0.824.0 Safari/531.0",
"session_id": "9139ebee-7e57-4fa3-bcb8-8af92785d607",
"risk_score": 54.71,
"confidence": 0.96
} | 210.228.140.105 | 180.39.176.87 | null | null | null | No additional info | Network beaconing from 210.228.140.105 to 180.39.176.87 No additional info | beaconing | 68,402 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fbfa64f3-baf2-4347-9645-08b9bb3d7181 | 2025-02-22T12:25:53 | auth | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|low| desc=Auth timeout for chamilton via passwordless from 151.35.56.134 No additional info noise=A281CF1B | {
"geo_location": "Samoa",
"device_hash": "0a5b8e207d5dca55fb09943f8d6a6553",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/57.0.832.0 Safari/534.1",
"session_id": "ad434e3c-ed85-4b65-9ac8-b75c19db8784",
"risk_score": 65.35,
"confidence": 0.86
} | 151.35.56.134 | null | null | null | null | No additional info | Auth timeout for chamilton via passwordless from 151.35.56.134 No additional info | timeout | null | null | chamilton | null | null | null | null | null | null | null | null | null | null | passwordless | 79:72:b9:55:1c:bb | null | null | null | null | null |
3338d936-c7b0-4b81-b0ec-88c9c9c2c87e | 2025-01-25T12:25:22 | ids_alert | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|critical| desc=LogRhythm Alert: Container Escape detected from 14.189.180.142 targeting 77.98.51.43 MITRE Technique: T1078.004 | {
"geo_location": "Guam",
"device_hash": "bf4701bb0a9d642cff8e12b0fb37e38f",
"user_agent": "Opera/9.14.(X11; Linux i686; fo-FO) Presto/2.9.174 Version/10.00",
"session_id": "5bfc36df-87ca-4663-a3d4-b478a119ab3b",
"risk_score": 66.42,
"confidence": 0.92
} | 14.189.180.142 | 77.98.51.43 | Container Escape | SIG-6838 | Malware | MITRE Technique: T1078.004 | LogRhythm Alert: Container Escape detected from 14.189.180.142 targeting 77.98.51.43 MITRE Technique: T1078.004 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7d038bda-2fca-4a38-bb21-1eb50905820a | 2025-03-01T11:49:18 | iot | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera side_channel No additional info | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "050220721a51960587b24cf0395ef72607400250d85c9cac165825a095469acb",
"user_agent": "Opera/9.12.(X11; Linux i686; crh-UA) Presto/2.9.178 Version/10.00",
"session_id": "59bd1e3d-a07a-40ec-bf11-70b57ee8f079",
"risk_score": 86.75,
"confidence": 0.4
} | null | null | null | null | null | No additional info | IoT device Camera side_channel No additional info | side_channel | null | null | null | null | null | null | null | Camera | iot-1bd63b83 | 5.0 | null | null | null | null | null | null | null | null | null | null |
27426c10-ed3b-40d6-b203-5803a6fe03a8 | 2025-01-20T17:57:46 | firewall | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only NTP traffic from 107.214.148.242:991 to 10.33.30.87:88 No additional info | {
"geo_location": "France",
"device_hash": "e5e5156b004dfbd20561c5a894db4db17f5f1770b7e2d1fa83460d775049093e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/5.1)",
"session_id": "e837a099-1898-4528-bf0a-4051b0aa7fe5",
"risk_score": 46.74,
"confidence": 0.89
} | 107.214.148.242 | 10.33.30.87 | null | null | null | No additional info | Firewall log-only NTP traffic from 107.214.148.242:991 to 10.33.30.87:88 No additional info | log-only | 959,905 | NTP | null | null | null | null | null | null | null | null | 991 | 88 | 2,258 | null | null | null | null | null | null | null |
6d80bf8c-c76c-435c-994e-2f8ed9e9828a | 2025-02-21T17:20:17 | endpoint | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint service_install message by vford No additional info | {
"geo_location": "Guyana",
"device_hash": "e2e3e808a4368b58e5a0f7e9e583f128",
"user_agent": "Mozilla/5.0 (Windows NT 5.0; si-LK; rv:1.9.2.20) Gecko/2823-08-19 17:51:05 Firefox/11.0",
"session_id": "1e703d19-d196-4a6e-af35-ef608932d27a",
"risk_score": 28.23,
"confidence": 0.39
} | null | null | null | null | null | No additional info | Endpoint service_install message by vford No additional info | service_install | null | null | vford | message | 5,318 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cc3a0f78-d0f6-4dce-83d1-a4c783115e44 | 2025-01-19T02:00:58 | cloud | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|medium| desc=Cloud permission_escalation in Alibaba by edwardrussell No additional info | {
"geo_location": "Sierra Leone",
"device_hash": "ee9f4c997f2d0f389d4382eaf415890c6b32aa74bf2d20426248ee7771e2c43c",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4_1 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) CriOS/51.0.803.0 Mobile/36O337 Safari/531.1",
"session_id": "593f2cab-5d32-48f3-a643-b32479625b03",
"risk_score": 21.14,
"confidence": 0.93
} | null | null | null | null | null | No additional info | Cloud permission_escalation in Alibaba by edwardrussell No additional info | permission_escalation | null | null | edwardrussell | null | null | null | {
"baseline_deviation": 2.58,
"entropy": 7.78,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-e89fda2d |
a9335dbf-be4b-42eb-a6e2-c45242c5d072 | 2025-07-05T22:18:00 | network | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|low| desc=Network data_exfiltration from 217.88.82.84 to 70.10.3.120 MITRE Technique: T1110.003 | {
"geo_location": "Jordan",
"device_hash": "7d8c548f75c5e95213c23ea46a7645d8600b0dcac8f9b0bccd54f8ee862e355d",
"user_agent": "Opera/8.99.(X11; Linux x86_64; ru-RU) Presto/2.9.187 Version/11.00",
"session_id": "6cc126c4-dbbc-4341-9fa3-a12b0378947a",
"risk_score": 78.89,
"confidence": 0.79
} | 217.88.82.84 | 70.10.3.120 | null | null | null | MITRE Technique: T1110.003 | Network data_exfiltration from 217.88.82.84 to 70.10.3.120 MITRE Technique: T1110.003 | data_exfiltration | 827,549 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
56c5be51-17e1-4683-b6a0-b79d4d161aca | 2025-06-19T10:15:05 | cloud | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in Alibaba by zgrant MITRE Technique: T1059.001 noise=RXZlbnQu | {
"geo_location": "Nigeria",
"device_hash": "ee9340ca84bd85ca5a06e5443f5cc271b16a0976",
"user_agent": "Opera/8.11.(X11; Linux i686; dv-MV) Presto/2.9.180 Version/11.00",
"session_id": "354818c5-06f6-4143-822e-87450864e372",
"risk_score": 18.46,
"confidence": 0.45
} | null | null | null | null | null | MITRE Technique: T1059.001 | Cloud instance_creation in Alibaba by zgrant MITRE Technique: T1059.001 | instance_creation | null | null | zgrant | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-a8341c69 |
3d6d398e-fb1e-4028-99c0-16cff42e8576 | 2025-05-09T14:59:19 | endpoint | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_stop anything by lanetammy MITRE Technique: T1059.005 | {
"geo_location": "Ecuador",
"device_hash": "c5bd5cec263d38eecbb406087ca85868b794ece6fcc1df29792f5fdebbd36c2b",
"user_agent": "Opera/9.84.(Windows CE; fo-FO) Presto/2.9.166 Version/11.00",
"session_id": "04740091-9008-4f79-9580-334ce4a36e03",
"risk_score": 22.02,
"confidence": 0.25
} | null | null | null | null | null | MITRE Technique: T1059.005 | Endpoint process_stop anything by lanetammy MITRE Technique: T1059.005 | process_stop | null | null | lanetammy | anything | 5,536 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
97619dc6-ac05-4220-a12e-0557d61057d2 | 2025-06-07T06:18:13 | network | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 135.4.29.221 to 36.177.82.170 MITRE Technique: T1110.003 | {
"geo_location": "Marshall Islands",
"device_hash": "fa56cb10fdc4373c290e24beee7bea1ffa61fde1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/3.1)",
"session_id": "5e1b3418-cec0-482e-b41f-b9c19641c3df",
"risk_score": 42.55,
"confidence": 0.31
} | 135.4.29.221 | 36.177.82.170 | null | null | null | MITRE Technique: T1110.003 | Network latency_spike from 135.4.29.221 to 36.177.82.170 MITRE Technique: T1110.003 | latency_spike | 542,950 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ddb901a5-d76d-41f5-998c-162b78b07322 | 2021-09-04T15:20:35 | firewall | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only TCP traffic from 78.162.165.227:261 to 10.105.199.208:438 No additional info | {
"geo_location": "Congo",
"device_hash": "0fcd5fbc5abf9086a3c83cf1d87fb1aa0777800b68d4bddb43b43ca641099c15",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/5.0)",
"session_id": "814d9ea6-d25a-48c9-8d93-ee0d9801658d",
"risk_score": 55.98,
"confidence": 0.57
} | 78.162.165.227 | 10.105.199.208 | null | null | null | No additional info | Firewall log-only TCP traffic from 78.162.165.227:261 to 10.105.199.208:438 No additional info | log-only | 712,605 | TCP | null | null | null | null | null | null | null | null | 261 | 438 | 1,834 | null | null | null | null | null | null | null |
36f0f867-93cf-4b45-8386-887f5137f165 | 2025-03-04T11:40:49 | network | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|critical| desc=Network beaconing from 89.11.120.116 to 74.183.28.35 MITRE Technique: T1059.001 | {
"geo_location": "Lebanon",
"device_hash": "424da7e5fe08c8a6cf5adf7a2e210d4f7a5379afa014fb79fd4b5448a8156b5b",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/52.0.877.0 Safari/531.1",
"session_id": "2d0e02c0-3c75-427d-9e52-8b898feba492",
"risk_score": 48.93,
"confidence": 0.5
} | 89.11.120.116 | 74.183.28.35 | null | null | null | MITRE Technique: T1059.001 | Network beaconing from 89.11.120.116 to 74.183.28.35 MITRE Technique: T1059.001 | beaconing | 902,357 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
263c89c1-7708-4df3-8202-46fe4648c3fc | 2027-08-22T09:16:44 | auth | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for anthony14 via OAuth from 185.242.162.228 No additional info | {
"geo_location": "United States Virgin Islands",
"device_hash": "4d75396b472e63bd850f204c635b0700",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/3.0)",
"session_id": "13a30be8-b8bc-422a-9e38-4d6b040c9e73",
"risk_score": 53.55,
"confidence": 0.27
} | 185.242.162.228 | null | null | null | null | No additional info | Auth timeout for anthony14 via OAuth from 185.242.162.228 No additional info | timeout | null | null | anthony14 | null | null | null | null | null | null | null | null | null | null | OAuth | 4a:48:d0:6e:eb:13 | null | null | null | null | null |
70c86270-2749-4497-8484-97ab0a0515cb | 2025-05-26T18:48:20 | cloud | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in AWS by cookrobert MITRE Technique: T1486 | {
"geo_location": "Mexico",
"device_hash": "2561d60809f737054898dc5cbd196405",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/43.0.806.0 Safari/532.1",
"session_id": "8c8f4617-7a81-4bad-b97d-dcc71bb00d87",
"risk_score": 17.3,
"confidence": 0.34
} | null | null | null | null | null | MITRE Technique: T1486 | Cloud shadow_it in AWS by cookrobert MITRE Technique: T1486 | shadow_it | null | null | cookrobert | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-e6f27e5f |
b5eb5a44-032a-48c6-9e55-69fe6034446f | 2025-03-23T16:56:11 | firewall | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only TCP traffic from 75.161.84.70:49390 to 206.149.87.26:161 MITRE Technique: T1543.003 | {
"geo_location": "Namibia",
"device_hash": "adb6bdf19058651178adb05a614498db573d590aab76acbefd82f3acea802562",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 4_3_5 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) CriOS/60.0.847.0 Mobile/37R198 Safari/535.0",
"session_id": "15396941-cf6b-4d2a-917d-157768a6e4b7",
"risk_score": 28.61,
"confidence": 0.69
} | 75.161.84.70 | 206.149.87.26 | null | null | null | MITRE Technique: T1543.003 | Firewall log-only TCP traffic from 75.161.84.70:49390 to 206.149.87.26:161 MITRE Technique: T1543.003 | log-only | 537,442 | TCP | null | null | null | null | null | null | null | null | 49,390 | 161 | 821 | null | null | null | null | null | null | null |
6acefc30-2a27-4632-be6d-fbbdaa25bfdf | 2025-03-02T11:07:03 | network | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 19.74.247.239 to 212.56.186.193 No additional info | {
"geo_location": "Lao People's Democratic Republic",
"device_hash": "e7268f30b3e8298ceee35ac28b8e24639e37c335",
"user_agent": "Opera/9.20.(X11; Linux x86_64; fo-FO) Presto/2.9.170 Version/11.00",
"session_id": "7d0c9796-41df-4858-92db-9ec5ba9f65f4",
"risk_score": 50.29,
"confidence": 0.71
} | 19.74.247.239 | 212.56.186.193 | null | null | null | No additional info | Network covert_channel from 19.74.247.239 to 212.56.186.193 No additional info | covert_channel | 538,653 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e63aa1d9-97eb-4848-b047-fff126475f3d | 2025-07-03T08:00:29 | auth | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|info| desc=Auth bypass for tiffanygarcia via SAML from 192.211.86.42 No additional info | {
"geo_location": "Greenland",
"device_hash": "51f52c28aefdc6c4e30907383424cb63",
"user_agent": "Opera/9.20.(X11; Linux i686; id-ID) Presto/2.9.186 Version/10.00",
"session_id": "f906ec5c-0910-46b4-9ca4-d772fbb6d187",
"risk_score": 58.66,
"confidence": 0.65
} | 192.211.86.42 | null | null | null | null | No additional info | Auth bypass for tiffanygarcia via SAML from 192.211.86.42 No additional info | bypass | null | null | tiffanygarcia | null | null | null | null | null | null | null | null | null | null | SAML | bd:c2:fe:10:1c:de | null | null | null | null | null |
e3719a4c-1d89-47d8-aa7b-57dc4bb2f6ef | 2025-02-26T17:45:40 | endpoint | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint memory_injection half by erodriguez MITRE Technique: T1071.001 noise=main/search | {
"geo_location": "Afghanistan",
"device_hash": "e72df0719cedfd94241f52a62335b0b9",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; nan-TW) AppleWebKit/533.35.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6533.35.5",
"session_id": "d18bf9f3-6835-422b-89fd-7063544c9760",
"risk_score": 55.18,
"confidence": 0.06
} | null | null | null | null | null | MITRE Technique: T1071.001 | Endpoint memory_injection half by erodriguez MITRE Technique: T1071.001 | memory_injection | null | null | erodriguez | half | 1,731 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
748a7615-341a-4829-8acf-055dd0cbff66 | 2025-02-03T11:34:58 | cloud | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|critical| desc=Cloud instance_creation in AWS by tracysimpson Associated Threat Actor: Equation Group | {
"geo_location": "Malawi",
"device_hash": "f1be496c60eeb59af3359b8e508a9817d43ea73a",
"user_agent": "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/16.0.894.0 Safari/531.0",
"session_id": "0fcedbf3-4b7b-4562-bc85-351e3dc273ea",
"risk_score": 3.24,
"confidence": 0.2
} | null | null | null | null | null | Associated Threat Actor: Equation Group | Cloud instance_creation in AWS by tracysimpson Associated Threat Actor: Equation Group | instance_creation | null | null | tracysimpson | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-abe06636 |
54840c85-dd66-4bb7-bf7e-be0f02b8b3b3 | 2025-05-16T03:08:17 | ids_alert | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|medium| desc=Carbon Black Alert: Cloud API Abuse detected from 52.165.181.33 targeting N/A No additional info noise=29F9380D | {
"geo_location": "Tanzania",
"device_hash": "a185826459f9446a2c842817526c7824",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/48.0.807.0 Safari/534.0",
"session_id": "438e1b8b-1afb-47b6-89ce-dc0e864d2d51",
"risk_score": 41.51,
"confidence": 0.13
} | 52.165.181.33 | N/A | Cloud API Abuse | SIG-2254 | Exploit | No additional info | Carbon Black Alert: Cloud API Abuse detected from 52.165.181.33 targeting N/A No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
91274569-7116-4020-a0c9-604de703588c | 2025-07-06T14:00:19 | iot | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|low| desc=IoT device Medical physical_tamper MITRE Technique: T1543.003 | {
"geo_location": "Saint Kitts and Nevis",
"device_hash": "4d44b64458f4149222c7713c7423f135",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/531.8.6 (KHTML, like Gecko) Version/5.1 Safari/531.8.6",
"session_id": "25103306-6175-4612-8973-786804a50472",
"risk_score": 38.23,
"confidence": 0.67
} | null | null | null | null | null | MITRE Technique: T1543.003 | IoT device Medical physical_tamper MITRE Technique: T1543.003 | physical_tamper | null | null | null | null | null | null | null | Medical | iot-1c352646 | 5.5 | null | null | null | null | null | null | null | null | null | null |
1eb19d6e-1c0a-44ed-aeda-0090db27dfa7 | 2025-02-03T01:47:19 | auth | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|low| desc=Auth locked for franciscoallen via key from 71.65.121.49 No additional info | {
"geo_location": "Botswana",
"device_hash": "ae107ae8fdcf250725107bef04d4f263c9421879ad0256d613b074bc32474873",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4_1 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/17.7z8191.0 Mobile/67H633 Safari/532.0",
"session_id": "64672935-9f0f-40cb-b682-1adf7388b0f8",
"risk_score": 53.62,
"confidence": 0.17
} | 71.65.121.49 | null | null | null | null | No additional info | Auth locked for franciscoallen via key from 71.65.121.49 No additional info | locked | null | null | franciscoallen | null | null | null | null | null | null | null | null | null | null | key | 9b:0d:7a:d7:5f:06 | null | null | null | null | null |
7c29fa09-76e1-4722-92e5-8b1c8ecd4305 | 2025-03-18T12:14:49 | firewall | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine TCP traffic from 10.224.153.209:231 to 14.155.209.0:289 MITRE Technique: T1059.005 | Associated Threat Actor: TA505 | Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Turks and Caicos Islands",
"device_hash": "10a15f03af7d075e05cef371616cbef8f70efbf7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 95; Trident/4.0)",
"session_id": "326e76a2-2a18-4a1d-8a70-68f5b46feb99",
"risk_score": 42.33,
"confidence": 0.99
} | 10.224.153.209 | 14.155.209.0 | null | null | null | MITRE Technique: T1059.005 | Associated Threat Actor: TA505 | Unconventional IOC: Unusual DNS TXT records | Firewall quarantine TCP traffic from 10.224.153.209:231 to 14.155.209.0:289 MITRE Technique: T1059.005 | Associated Threat Actor: TA505 | Unconventional IOC: Unusual DNS TXT records | quarantine | 877,120 | TCP | null | null | null | null | null | null | null | null | 231 | 289 | 142 | null | null | null | null | null | null | null |
8d37e1f5-81f7-43d2-b32b-29b0f4588c0d | 2025-05-30T13:18:09 | iot | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|low| desc=IoT device Medical unusual_activity Associated Threat Actor: APT29 | {
"geo_location": "Greenland",
"device_hash": "0fe2d0625b92266d4ff42f350c01aca99ea56478f00b617b49da597ec00e967e",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/533.31.1 (KHTML, like Gecko) Version/4.0.5 Safari/533.31.1",
"session_id": "3fff7199-e789-4fe6-837a-a8b149d1974f",
"risk_score": 36.76,
"confidence": 0.14
} | null | null | null | null | null | Associated Threat Actor: APT29 | IoT device Medical unusual_activity Associated Threat Actor: APT29 | unusual_activity | null | null | null | null | null | null | {
"baseline_deviation": 0.52,
"entropy": 7.29,
"frequency_anomaly": false,
"sequence_anomaly": false
} | Medical | iot-9c060abc | 1.2 | null | null | null | null | null | null | null | null | null | null |
a543a37a-ba88-451f-9790-f0e95f377fd6 | 2025-03-11T00:10:24 | ai | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by murphybrenda No additional info | {
"geo_location": "North Korea",
"device_hash": "811b6b4954333d0ee1898cba7a760ab03f4a64ca",
"user_agent": "Mozilla/5.0 (Windows NT 5.0) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/45.0.885.0 Safari/533.1",
"session_id": "7d95cdd6-29e4-403b-aec9-f6ad8992b5b6",
"risk_score": 59.35,
"confidence": 1
} | null | null | null | null | null | No additional info | AI system adversarial_input by murphybrenda No additional info | adversarial_input | null | null | murphybrenda | null | null | null | null | null | null | null | null | null | null | null | null | model-434cf7d0 | 1ed426272e0916fd429bd217ad57db4a5ab57be1ab75edee0e550fe075a441b0 | 89ab4c81406feb9ba13bed21a2aac478 | null | null |
278f7e07-cdfc-463d-b1fb-0b4db1b96fa0 | 2025-05-11T00:31:49 | iot | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat protocol_violation Sensor spoofing detected | {
"geo_location": "Singapore",
"device_hash": "3af896ffa6373503d95f03640609e203047e675f",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_8) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/24.0.823.0 Safari/536.2",
"session_id": "1035cd85-8758-4d27-86fa-7cb1a5c9d3b7",
"risk_score": 52.74,
"confidence": 0.03
} | null | null | null | null | null | Sensor spoofing detected | IoT device Thermostat protocol_violation Sensor spoofing detected | protocol_violation | null | null | null | null | null | null | null | Thermostat | iot-eefce9b4 | 1.7 | null | null | null | null | null | null | null | null | null | null |
b2e3fd8c-82b6-4a26-8434-d70c510e14d3 | 2025-03-25T16:37:33 | ids_alert | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|critical| desc=AlienVault Alert: Living-off-the-Land detected from 131.89.68.1 targeting 103.237.10.59 No additional info | {
"geo_location": "Brunei Darussalam",
"device_hash": "743983e24a7456b0d2dd027512fdaeb5e1dbcea7bf1c029a526304dd7f979400",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_2_1 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) CriOS/20.0.820.0 Mobile/70D561 Safari/534.2",
"session_id": "716f3fad-3a89-4616-936a-e462aa63f66c",
"risk_score": 23.08,
"confidence": 0.31
} | 131.89.68.1 | 103.237.10.59 | Living-off-the-Land | SIG-2972 | Malware | No additional info | AlienVault Alert: Living-off-the-Land detected from 131.89.68.1 targeting 103.237.10.59 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bde723d7-4929-4428-834c-8fb59bf4e61a | 2025-04-23T07:09:16 | endpoint | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|info| desc=Endpoint wmi_exec /blue/real.xlsx by newtonjoshua No additional info | {
"geo_location": "Norway",
"device_hash": "ca290803dabd06797143e06689c901cdf8ca6a43",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 13_7 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/25.0.853.0 Mobile/45A798 Safari/535.2",
"session_id": "916bb6a1-d914-474a-a622-3e864ad61a8c",
"risk_score": 30.92,
"confidence": 0.7
} | null | null | null | null | null | No additional info | Endpoint wmi_exec /blue/real.xlsx by newtonjoshua No additional info | wmi_exec | null | null | newtonjoshua | /blue/real.xlsx | 9,525 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1c441ecd-1ae2-4a0d-8c67-1a97b1e82155 | 2025-04-18T11:09:25 | iot | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor firmware_update No additional info | {
"geo_location": "Serbia",
"device_hash": "84aeaf7191bdfd49048cd92ada41737aad29ab3a26cc9c8b5570517fd68f9173",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/4.1)",
"session_id": "cc9140f4-e754-470c-b54a-3d00cfda84d8",
"risk_score": 71.95,
"confidence": 0.47
} | null | null | null | null | null | No additional info | IoT device Sensor firmware_update No additional info | firmware_update | null | null | null | null | null | null | null | Sensor | iot-f4de01ab | 4.9 | null | null | null | null | null | null | null | null | null | null |
9fa11a39-fd10-4d9d-8018-935c1a6a7b7b | 2025-01-22T18:33:33 | network | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|info| desc=Network data_exfiltration from 10.115.129.3 to 66.5.190.158 Associated Threat Actor: Leafminer | {
"geo_location": "Kenya",
"device_hash": "da46ffe19a966a7d85933772eedce97b",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/46.0.857.0 Safari/532.0",
"session_id": "86ece682-4eca-4874-b587-042d84112356",
"risk_score": 37.08,
"confidence": 0.45
} | 10.115.129.3 | 66.5.190.158 | null | null | null | Associated Threat Actor: Leafminer | Network data_exfiltration from 10.115.129.3 to 66.5.190.158 Associated Threat Actor: Leafminer | data_exfiltration | 28,256 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
192bafcb-fa20-4340-b430-f04662ae158f | 2025-05-16T18:35:15 | network | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|low| desc=Network data_exfiltration from 91.168.116.42 to 42.70.195.60 MITRE Technique: T1071.001 noise=tags/list | {
"geo_location": "Algeria",
"device_hash": "6436310865e1d7a3187ce5770e49e9ed3d726d45",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/27.0.845.0 Safari/531.2",
"session_id": "8cde462c-6955-47ec-898b-cb83dc5dbc94",
"risk_score": 24.01,
"confidence": 0.71
} | 91.168.116.42 | 42.70.195.60 | null | null | null | MITRE Technique: T1071.001 | Network data_exfiltration from 91.168.116.42 to 42.70.195.60 MITRE Technique: T1071.001 | data_exfiltration | 719,163 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b2f02ec6-2252-423d-803c-2c95eef5e68d | 2025-04-29T07:01:45 | ai | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by kristen09 No additional info | {
"geo_location": "China",
"device_hash": "117b633fc83069aa5bc175d685e1ab2d49e3cd1c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; ml-IN) AppleWebKit/532.37.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6532.37.3",
"session_id": "599d441b-37b5-4419-ab7b-c1ce822c7364",
"risk_score": 46.99,
"confidence": 0.83
} | null | null | null | null | null | No additional info | AI system prompt_injection by kristen09 No additional info | prompt_injection | null | null | kristen09 | null | null | null | null | null | null | null | null | null | null | null | null | model-3888d79d | 7e453aaa0bab81232976232e9220b879b730e798 | 1bad143236ac3d7eb721da1af1981268e98aeddf | null | null |
bd97cf47-342c-47f6-8485-ee4be792468b | 2025-03-06T11:24:31 | ai | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|high| desc=AI system model_inversion by tonyaflynn MITRE Technique: T1190 | {
"geo_location": "China",
"device_hash": "4a2d848d01650b0a7dd9ffd5f1dd55d4",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; sv-FI; rv:1.9.2.20) Gecko/3957-09-27 03:12:02 Firefox/3.8",
"session_id": "eb7a1b54-b361-4a23-8490-4a9165bcdc14",
"risk_score": 7.79,
"confidence": 0.07
} | null | null | null | null | null | MITRE Technique: T1190 | AI system model_inversion by tonyaflynn MITRE Technique: T1190 | model_inversion | null | null | tonyaflynn | null | null | null | null | null | null | null | null | null | null | null | null | model-43de4ae4 | a084a9379c8c4e53e29a4973537c2c0122e6176a | 6f55ee4ddae70a98f422899f71fb8767027cf765 | null | null |
d42398aa-6c57-4dbd-a60e-67d4744c2485 | 2025-03-26T09:45:35 | iot | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|low| desc=IoT device Camera physical_tamper No additional info | {
"geo_location": "Mauritania",
"device_hash": "6ad6072331f8eec1cc0e889aac128d97",
"user_agent": "Opera/8.33.(X11; Linux x86_64; bn-IN) Presto/2.9.175 Version/11.00",
"session_id": "e6902fb8-d501-4daf-aee2-f3ced48c6a80",
"risk_score": 69.1,
"confidence": 0.41
} | null | null | null | null | null | No additional info | IoT device Camera physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Camera | iot-b54b0b1a | 4.0 | null | null | null | null | null | null | null | null | null | null |
c0ce2ed1-d66f-4e3c-a853-82a556963a17 | 2025-03-07T08:17:31 | auth | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|low| desc=Auth challenge for ricebonnie via SAML from 55.207.119.249 No additional info | {
"geo_location": "Guinea-Bissau",
"device_hash": "a202167000fed2f97b021d7574643404f1c687f8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/4.0)",
"session_id": "9eee5e25-dac6-4a67-93fd-aa2af6eb111d",
"risk_score": 57.65,
"confidence": 0.54
} | 55.207.119.249 | null | null | null | null | No additional info | Auth challenge for ricebonnie via SAML from 55.207.119.249 No additional info | challenge | null | null | ricebonnie | null | null | null | null | null | null | null | null | null | null | SAML | d1:aa:65:be:f4:1f | null | null | null | null | null |
d9db564f-8692-418d-97ac-de6a99d0c532 | 2025-02-14T03:28:42 | endpoint | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint persistence_mechanism /spring/treat.avi by taylorreynolds No additional info noise=safe|recent|work | {
"geo_location": "Sierra Leone",
"device_hash": "2790eb9062692a97139026de4ca55935",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; te-IN) AppleWebKit/533.47.7 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6533.47.7",
"session_id": "80f9719f-0ee2-4819-a46e-755c93088d18",
"risk_score": 39.11,
"confidence": 0.01
} | null | null | null | null | null | No additional info | Endpoint persistence_mechanism /spring/treat.avi by taylorreynolds No additional info | persistence_mechanism | null | null | taylorreynolds | /spring/treat.avi | 8,897 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9a8edf58-b4d3-402b-9d65-85b8f31b5bce | 2025-06-18T18:17:34 | ai | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|critical| desc=AI system api_abuse by jerryharvey MITRE Technique: T1110.003 | {
"geo_location": "Russia",
"device_hash": "c244c3872f34d6d458175d2cb114fc20f8794d5a",
"user_agent": "Opera/9.60.(Windows NT 6.0; wae-CH) Presto/2.9.160 Version/10.00",
"session_id": "05649b1f-e835-4424-b473-0d7ced9897e0",
"risk_score": 34.01,
"confidence": 0.61
} | null | null | null | null | null | MITRE Technique: T1110.003 | AI system api_abuse by jerryharvey MITRE Technique: T1110.003 | api_abuse | null | null | jerryharvey | null | null | null | null | null | null | null | null | null | null | null | null | model-425528f0 | 9fbd84c3e751d65cc1a5b0d8b76b1aef6ef69f806557c6e86dba682c6d772001 | 9ccedf778d31d6e3c8fab13180fbc131c7234dfb17c7f3a0173e0423d2920bc3 | null | null |
92c68c9e-1b1b-4390-8821-87d8664ba737 | 2025-04-22T09:10:39 | 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 hallpatricia No additional info | {
"geo_location": "Poland",
"device_hash": "d46ffb0fe07d2ed8542201ffa0d7222c",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1_1 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) CriOS/22.0.872.0 Mobile/11G636 Safari/533.2",
"session_id": "8be0d399-4138-475a-8e37-d5b4ea373531",
"risk_score": 58.75,
"confidence": 0.56
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by hallpatricia No additional info | training_data_poisoning | null | null | hallpatricia | null | null | null | null | null | null | null | null | null | null | null | null | model-5a7c04c4 | 5be17709d5733b44c1f63344653ebe6991c8f9b9072465dbdec520b61b13b1ad | b412d37618246c3bb3822282888b2bb1 | null | null |
577bf032-83dc-41db-81e7-ca3ed447e9e9 | 2025-04-09T14:30:23 | firewall | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only HTTP traffic from 42.209.99.132:992 to 160.232.219.241:572 MITRE Technique: T1574.002 noise=app | {
"geo_location": "South Africa",
"device_hash": "9e76c42dcfe8f143d288d7358477f34b9e264a0c",
"user_agent": "Opera/8.49.(X11; Linux i686; csb-PL) Presto/2.9.182 Version/10.00",
"session_id": "61c873c4-45ea-44ff-9b53-a591737820c5",
"risk_score": 48.83,
"confidence": 0.98
} | 42.209.99.132 | 160.232.219.241 | null | null | null | MITRE Technique: T1574.002 | Firewall log-only HTTP traffic from 42.209.99.132:992 to 160.232.219.241:572 MITRE Technique: T1574.002 | log-only | 868,957 | HTTP | null | null | null | null | null | null | null | null | 992 | 572 | 3,128 | null | null | null | null | null | null | null |
8e57aff3-4bab-4c46-be51-0970e7bb4797 | 2025-04-23T16:36:34 | firewall | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|high| desc=Firewall allow HTTP traffic from 115.176.45.22:920 to 111.165.57.234:114 Geo anomaly: Impossible travel detected | {
"geo_location": "Ecuador",
"device_hash": "7ad69c8e002c8f645a4a9b9ff32be31f5c1ee710",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_1; rv:1.9.6.20) Gecko/5337-06-25 06:00:51 Firefox/14.0",
"session_id": "fcd20ccc-f351-4f7e-be76-31d726dc4a8e",
"risk_score": 88.9,
"confidence": 0.71
} | 115.176.45.22 | 111.165.57.234 | null | null | null | Geo anomaly: Impossible travel detected | Firewall allow HTTP traffic from 115.176.45.22:920 to 111.165.57.234:114 Geo anomaly: Impossible travel detected | allow | 203,799 | HTTP | null | null | null | null | {
"baseline_deviation": 2.41,
"entropy": 7.82,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 920 | 114 | 1,381 | null | null | null | null | null | null | null |
cd807f6f-486d-4a40-8788-3f0571c6f80c | 2022-08-20T23:17:21 | endpoint | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access performance by kristenmoore No additional info | {
"geo_location": "Lithuania",
"device_hash": "1962f8c5bf884ecee665a40c37c1a9f6f96201fdff870c2233d75cda20763878",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; pap-AW) AppleWebKit/533.36.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B116 Safari/6533.36.3",
"session_id": "a015f8f3-372d-4964-b657-74a889c408c5",
"risk_score": 42.05,
"confidence": 0.04
} | null | null | null | null | null | No additional info | Endpoint file_access performance by kristenmoore No additional info | file_access | null | null | kristenmoore | performance | 260 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8faf8401-39e4-4b35-a976-f7d2653d1bd2 | 2025-06-28T14:27:55 | network | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 200.156.128.2 to 138.40.239.240 MITRE Technique: T1204.002 | {
"geo_location": "Palau",
"device_hash": "62ce203bad865b4d60dc6d01111a6f4ab5e54a18",
"user_agent": "Mozilla/5.0 (Android 9; Mobile; rv:36.0) Gecko/36.0 Firefox/36.0",
"session_id": "2bc3dfec-4f52-4437-9e3a-3de39f72fe67",
"risk_score": 54.56,
"confidence": 0.8
} | 200.156.128.2 | 138.40.239.240 | null | null | null | MITRE Technique: T1204.002 | Network protocol_anomaly from 200.156.128.2 to 138.40.239.240 MITRE Technique: T1204.002 | protocol_anomaly | 751,296 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b3a5a89f-fb2b-4910-8ecf-7f43a3fe5220 | 2025-02-09T10:46:16 | ai | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|low| desc=AI system model_inversion by eric59 MITRE Technique: T1078.004 noise=list/categories/wp-content | {
"geo_location": "Jersey",
"device_hash": "09e27f52d29c672b0332ae44c3d33b6941a1d5df",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/531.39.3 (KHTML, like Gecko) Version/5.0 Safari/531.39.3",
"session_id": "ac991b92-b00c-45c5-adda-4f65d7944cbb",
"risk_score": 82.37,
"confidence": 0.11
} | null | null | null | null | null | MITRE Technique: T1078.004 | AI system model_inversion by eric59 MITRE Technique: T1078.004 | model_inversion | null | null | eric59 | null | null | null | {
"baseline_deviation": 1.7,
"entropy": 4.44,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | model-9f9e9739 | 85994ab112ed2d5fa8623a0abb8c57af5158da67 | 959f450868a466d7c825ba5e7903fd798256d08e | null | null |
540f2da4-3bc7-4939-8b4a-7cc4b7744e29 | 2025-02-10T14:00:03 | endpoint | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint service_install /option/still.avi by susanshea No additional info | {
"geo_location": "Puerto Rico",
"device_hash": "7888ae050377085be9f8024e237e2107",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows CE; Trident/5.1)",
"session_id": "e0968d74-9d2e-4fb1-a308-2f92f939a04f",
"risk_score": 51.18,
"confidence": 0.55
} | null | null | null | null | null | No additional info | Endpoint service_install /option/still.avi by susanshea No additional info | service_install | null | null | susanshea | /option/still.avi | 6,996 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8cd67bf4-e15b-470d-a8b8-99d211e17019 | 2025-04-19T07:27:20 | ai | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|low| desc=AI system membership_inference by charlesmcintosh No additional info | {
"geo_location": "Tanzania",
"device_hash": "3cc9c2bf89b94ed9b3c699e208d84b75c4467fd07cd3c22448b13cd40f9a16ee",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_5 rv:6.0; wo-SN) AppleWebKit/534.4.3 (KHTML, like Gecko) Version/4.0 Safari/534.4.3",
"session_id": "2dbe845e-5055-4495-95da-d1ac06efe218",
"risk_score": 38.1,
"confidence": 0.46
} | null | null | null | null | null | No additional info | AI system membership_inference by charlesmcintosh No additional info | membership_inference | null | null | charlesmcintosh | null | null | null | null | null | null | null | null | null | null | null | null | model-4e942be9 | 0c00085dac056909bea814973d103e3246a199d4d1731e9b6b28637b463509b2 | 1ef913d9dce3e51810beda58cfd98545 | null | null |
97d849a5-d3b5-4220-b6fc-b9702ddc1bd9 | 2025-01-30T09:07:47 | firewall | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|low| desc=Firewall drop SSH traffic from 134.93.106.198:279 to 74.105.141.59:426 No additional info | {
"geo_location": "Ecuador",
"device_hash": "912c6781408ff3d2d9832b76be4cae6e",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; sa-IN) AppleWebKit/533.39.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B119 Safari/6533.39.4",
"session_id": "372b343c-b49e-429a-951a-c0813b4be2f0",
"risk_score": 57.49,
"confidence": 0.89
} | 134.93.106.198 | 74.105.141.59 | null | null | null | No additional info | Firewall drop SSH traffic from 134.93.106.198:279 to 74.105.141.59:426 No additional info | drop | 197,181 | SSH | null | null | null | null | null | null | null | null | 279 | 426 | 839 | null | null | null | null | null | null | null |
7646854d-137e-4c73-84ee-00f74753afb3 | 2025-06-26T09:20:04 | auth | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|info| desc=Auth timeout for alexanderandrew via OAuth from 15.177.149.76 No additional info noise=1D6C52C1 | {
"geo_location": "Cook Islands",
"device_hash": "436ac4462ed3ae81c31bd54690528617",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/28.0.808.0 Safari/536.0",
"session_id": "f6a8e762-9dc3-4bcc-aa15-b3561562819f",
"risk_score": 62.12,
"confidence": 0.32
} | 15.177.149.76 | null | null | null | null | No additional info | Auth timeout for alexanderandrew via OAuth from 15.177.149.76 No additional info | timeout | null | null | alexanderandrew | null | null | null | null | null | null | null | null | null | null | OAuth | b1:fc:7c:92:62:e5 | null | null | null | null | null |
a1eaeb39-36a6-424c-b67d-8cd20beb78dd | 2025-06-02T18:21:04 | ids_alert | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|low| desc=Microsoft Sentinel Alert: Port Scan detected from 18.98.235.101 targeting 198.140.116.172 MITRE Technique: T1134.001 | {
"geo_location": "Madagascar",
"device_hash": "dc3f38e45c25307fc69718d676bf661e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/3.0)",
"session_id": "97d18607-e0b9-4764-8c6d-aa4ac5c91cc0",
"risk_score": 37,
"confidence": 0.62
} | 18.98.235.101 | 198.140.116.172 | Port Scan | SIG-3568 | Exploit | MITRE Technique: T1134.001 | Microsoft Sentinel Alert: Port Scan detected from 18.98.235.101 targeting 198.140.116.172 MITRE Technique: T1134.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fa7dde65-3237-4275-8762-8550d41c75c2 | 2025-03-05T14:10:00 | iot | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC firmware_update MITRE Technique: T1053.005 | {
"geo_location": "Kenya",
"device_hash": "36a2a1f15d87daeaa784bc1901d117f0",
"user_agent": "Opera/9.30.(Windows NT 4.0; csb-PL) Presto/2.9.190 Version/12.00",
"session_id": "ad24feb3-4c28-44c0-bcc8-52a64091afc0",
"risk_score": 58.56,
"confidence": 0.21
} | null | null | null | null | null | MITRE Technique: T1053.005 | IoT device HVAC firmware_update MITRE Technique: T1053.005 | firmware_update | null | null | null | null | null | null | null | HVAC | iot-d3fc2645 | 5.0 | null | null | null | null | null | null | null | null | null | null |
36e01072-fedd-430b-9108-f5b0d548099a | 2025-04-26T08:28:15 | iot | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC physical_tamper No additional info | {
"geo_location": "Turkey",
"device_hash": "139bbaab5793bde20c8339562d95864038fecb06",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; nb-NO) AppleWebKit/532.26.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6532.26.1",
"session_id": "1883eb25-8519-4555-bed9-be5a1a7cc75f",
"risk_score": 16.93,
"confidence": 0.97
} | null | null | null | null | null | No additional info | IoT device HVAC physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | HVAC | iot-1afa24c4 | 5.3 | null | null | null | null | null | null | null | null | null | null |
75c42552-a656-414b-b6c4-e68d726f141f | 2025-04-20T03:38:30 | auth | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|info| desc=Auth failed for vsaunders via password from 2.137.240.187 No additional info | {
"geo_location": "Guyana",
"device_hash": "1de77c9f815bcdac584776496a925445",
"user_agent": "Opera/8.16.(X11; Linux x86_64; mt-MT) Presto/2.9.182 Version/12.00",
"session_id": "132caf87-b974-411c-b6f5-a3769c504c24",
"risk_score": 43.26,
"confidence": 0.73
} | 2.137.240.187 | null | null | null | null | No additional info | Auth failed for vsaunders via password from 2.137.240.187 No additional info | failed | null | null | vsaunders | null | null | null | null | null | null | null | null | null | null | password | 73:1c:4c:57:fe:03 | null | null | null | null | null |
db9a2fe2-ff61-4605-8cea-067b7b383984 | 2025-06-04T08:42:47 | firewall | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|low| desc=Firewall deny NTP traffic from 10.78.64.101:683 to 30.246.135.56:1002 MITRE Technique: T1547.001 | Unconventional IOC: UEFI variable tampering | {
"geo_location": "Turkmenistan",
"device_hash": "09bf00999b1d16591d28eb536cc364394ee4baebc3e8b07d4939c90925602d97",
"user_agent": "Mozilla/5.0 (Windows NT 6.1; gl-ES; rv:1.9.2.20) Gecko/6998-02-28 02:33:07 Firefox/14.0",
"session_id": "b4694593-56fc-4ac4-aa69-fe65a775cac6",
"risk_score": 75.19,
"confidence": 0.46
} | 10.78.64.101 | 30.246.135.56 | null | null | null | MITRE Technique: T1547.001 | Unconventional IOC: UEFI variable tampering | Firewall deny NTP traffic from 10.78.64.101:683 to 30.246.135.56:1002 MITRE Technique: T1547.001 | Unconventional IOC: UEFI variable tampering | deny | 592,597 | NTP | null | null | null | null | null | null | null | null | 683 | 1,002 | 3,549 | null | null | null | null | null | null | null |
6828a85e-a573-42ae-893a-0f2f0c8b2b32 | 2025-06-23T06:15:05 | auth | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for mcdanielantonio via key from 53.152.230.66 MITRE Technique: T1574.002 | {
"geo_location": "China",
"device_hash": "0ac44a324c1ef360f31bb936b015c52c821a21c2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Win 9x 4.90; Trident/5.0)",
"session_id": "485c0ef5-9834-4856-bb36-8501146daa15",
"risk_score": 32.53,
"confidence": 0.88
} | 53.152.230.66 | null | null | null | null | MITRE Technique: T1574.002 | Auth timeout for mcdanielantonio via key from 53.152.230.66 MITRE Technique: T1574.002 | timeout | null | null | mcdanielantonio | null | null | null | null | null | null | null | null | null | null | key | 14:bd:98:0f:62:24 | null | null | null | null | null |
aa4c5119-4a88-4db7-b61b-7da86b9c9cde | 2025-06-19T01:16:46 | cloud | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|info| desc=Cloud shadow_it in Alibaba by diana25 MITRE Technique: T1110.003 | {
"geo_location": "Cyprus",
"device_hash": "a6b61cbb3d2f93311a39769b71b09fc7533c8dbd",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 16_7_7 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) CriOS/48.0.801.0 Mobile/69D112 Safari/533.0",
"session_id": "04a53b8b-62f8-43ec-8b98-69f019c6fa32",
"risk_score": 62.84,
"confidence": 0.23
} | null | null | null | null | null | MITRE Technique: T1110.003 | Cloud shadow_it in Alibaba by diana25 MITRE Technique: T1110.003 | shadow_it | null | null | diana25 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-8e66604a |
e4d882b4-8c83-48f9-b7d0-25b0699d520f | 2025-05-11T09:23:24 | ai | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|critical| desc=AI system model_access by jonhenry MITRE Technique: T1134.001 | Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Bulgaria",
"device_hash": "d4b02b0e6584775cc8d54f812077ae0621c9acb7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows CE; Trident/5.0)",
"session_id": "8312c3ef-e0db-4a5e-9a82-a8b1a07882b7",
"risk_score": 36.86,
"confidence": 0.65
} | null | null | null | null | null | MITRE Technique: T1134.001 | Unconventional IOC: Unusual DNS TXT records | AI system model_access by jonhenry MITRE Technique: T1134.001 | Unconventional IOC: Unusual DNS TXT records | model_access | null | null | jonhenry | null | null | null | null | null | null | null | null | null | null | null | null | model-4a6ad8e6 | c3a5c81cf6ac18562a20aee93a34794a35ed07f18de9660b8a6d2927588893d2 | 2c04f6817b14eb40836537600af35c30da000f1a | null | null |
08ee4367-f63c-4688-b66f-860b12c897f9 | 2025-06-02T07:45:44 | ids_alert | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|low| desc=Wazuh Alert: Supply Chain Compromise detected from 210.251.108.215 targeting 121.171.235.182 MITRE Technique: T1053.005 | {
"geo_location": "Palau",
"device_hash": "2d402a9a5b86dee9eaffc6323b8cfdda",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_0 rv:6.0; ca-FR) AppleWebKit/533.13.2 (KHTML, like Gecko) Version/4.0.5 Safari/533.13.2",
"session_id": "2a5b271b-5f10-4fd6-8bdc-83d959cfa91d",
"risk_score": 48.54,
"confidence": 0.07
} | 210.251.108.215 | 121.171.235.182 | Supply Chain Compromise | SIG-6535 | Malware | MITRE Technique: T1053.005 | Wazuh Alert: Supply Chain Compromise detected from 210.251.108.215 targeting 121.171.235.182 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 |
0971437d-0947-4a59-8feb-11e3697d12a4 | 2025-01-22T04:35:08 | ai | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system model_access by whiteanita No additional info | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "8acd7de240a2343e15b6020b0059b1e0d4c9182d",
"user_agent": "Opera/8.74.(X11; Linux x86_64; ht-HT) Presto/2.9.169 Version/10.00",
"session_id": "a855295d-2eb5-4b1c-94c3-003d9ffcf88e",
"risk_score": 40.28,
"confidence": 0.09
} | null | null | null | null | null | No additional info | AI system model_access by whiteanita No additional info | model_access | null | null | whiteanita | null | null | null | null | null | null | null | null | null | null | null | null | model-94ac5dca | ed0c7b84690af8f3649629a7eb4a54c618a0756b1b77d74b24b5712c91fae55a | 870eedf2cb981ad328b2f272ba7fb4ff61985c84b8c9388f6568cf755a0bdbef | null | null |
65c195ba-81df-4ddf-9e48-b3451b76d423 | 2025-01-26T15:28:47 | ids_alert | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|critical| desc=Trellix Alert: XSS detected from 96.200.60.187 targeting N/A MITRE Technique: T1218.011 | {
"geo_location": "Serbia",
"device_hash": "687b2cdcc30b205ae8a1ced50bc746e737570df7",
"user_agent": "Mozilla/5.0 (Windows NT 6.1; yue-HK; rv:1.9.0.20) Gecko/5190-01-03 01:04:23 Firefox/3.8",
"session_id": "a1d709d7-92ee-4714-8c41-163b038ae249",
"risk_score": 72.76,
"confidence": 0.15
} | 96.200.60.187 | N/A | XSS | SIG-1401 | Malware | MITRE Technique: T1218.011 | Trellix Alert: XSS detected from 96.200.60.187 targeting N/A MITRE Technique: T1218.011 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dd075545-7b5e-42d5-8e9f-22510de488e3 | 2025-05-10T03:36:34 | cloud | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in Alibaba by gailbeck MITRE Technique: T1547.001 | {
"geo_location": "Micronesia",
"device_hash": "d7a7d3c87e71c52267c3a0f97f4c4b175d17d58eb1735277410ffbaf757a0791",
"user_agent": "Opera/8.17.(Windows NT 4.0; el-CY) Presto/2.9.190 Version/12.00",
"session_id": "cd63624f-8388-4966-b750-da7db7e53eb8",
"risk_score": 56.67,
"confidence": 0.36
} | null | null | null | null | null | MITRE Technique: T1547.001 | Cloud lambda_execution in Alibaba by gailbeck MITRE Technique: T1547.001 | lambda_execution | null | null | gailbeck | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-364f873e |
12a75314-1496-4349-a6e0-1ef1b163ae3d | 2025-02-04T02:46:48 | firewall | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall allow DNS traffic from 13.230.51.151:817 to 203.10.181.117:32923 No additional info | {
"geo_location": "Madagascar",
"device_hash": "1381d28525cdc35c6f97515b2d6fad8061aa1480",
"user_agent": "Opera/9.66.(X11; Linux i686; eu-ES) Presto/2.9.188 Version/10.00",
"session_id": "920294ff-85d4-4ec6-bd6d-41456d1ac6a8",
"risk_score": 65.57,
"confidence": 0.38
} | 13.230.51.151 | 203.10.181.117 | null | null | null | No additional info | Firewall allow DNS traffic from 13.230.51.151:817 to 203.10.181.117:32923 No additional info | allow | 301,403 | DNS | null | null | null | null | null | null | null | null | 817 | 32,923 | 1,514 | null | null | null | null | null | null | null |
dd560c82-3e82-4533-8cf4-1b899787c2bf | 2025-02-16T08:21:22 | cloud | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud lambda_execution in Azure by clane MITRE Technique: T1574.002 | {
"geo_location": "Tajikistan",
"device_hash": "ddda01a7a502fbfd2e8437c6d9df2af5a5d846ad",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_5 rv:2.0; doi-IN) AppleWebKit/531.44.5 (KHTML, like Gecko) Version/5.0 Safari/531.44.5",
"session_id": "aa367ad1-fb46-45e4-a97d-7d670027a50b",
"risk_score": 70.51,
"confidence": 0.94
} | null | null | null | null | null | MITRE Technique: T1574.002 | Cloud lambda_execution in Azure by clane MITRE Technique: T1574.002 | lambda_execution | null | null | clane | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-0b23b190 |
84bacf3e-9db9-493c-9fe0-b390c38096a8 | 2025-02-15T08:36:39 | network | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 50.144.54.179 to 10.44.249.232 Associated Threat Actor: APT37 noise=explore | {
"geo_location": "New Caledonia",
"device_hash": "1c4851719c8f52bcc2fe9e78495873e747218e8e6a2a9bb946873e6be0b4e2fc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.0; Trident/3.1)",
"session_id": "98323393-7bc7-40b6-baad-51ed2fcedcd8",
"risk_score": 29.65,
"confidence": 0.33
} | 50.144.54.179 | 10.44.249.232 | null | null | null | Associated Threat Actor: APT37 | Network bandwidth_usage from 50.144.54.179 to 10.44.249.232 Associated Threat Actor: APT37 | bandwidth_usage | 702,544 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f6957a38-f3f7-4e74-8388-bb2113c536a3 | 2025-06-16T09:01:37 | endpoint | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|high| desc=Endpoint memory_injection /never/dark.jpeg by wrightchristopher Associated Threat Actor: APT37 | {
"geo_location": "Western Sahara",
"device_hash": "ffb0b48610513c24d819cad9bcadb37eb39e75b48f7a0570f35dd9b533286efd",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 16_7_6 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) CriOS/31.0.830.0 Mobile/30H690 Safari/533.2",
"session_id": "6c368724-6a98-4349-862a-5e4b6d8d6426",
"risk_score": 50.1,
"confidence": 0.27
} | null | null | null | null | null | Associated Threat Actor: APT37 | Endpoint memory_injection /never/dark.jpeg by wrightchristopher Associated Threat Actor: APT37 | memory_injection | null | null | wrightchristopher | /never/dark.jpeg | 8,716 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4f84edaa-b23b-43a8-b8ca-7d0f188c33b4 | 2025-03-18T14:01:19 | network | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|info| desc=Network disconnection from 142.13.219.138 to 10.158.16.99 MITRE Technique: T1543.003 | {
"geo_location": "Gambia",
"device_hash": "ba9c8a6350642cb1b35f33057e9378dd",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/20.0.849.0 Safari/536.2",
"session_id": "c99daec5-f33e-4cec-8489-45bb5628eb96",
"risk_score": 53.44,
"confidence": 0.79
} | 142.13.219.138 | 10.158.16.99 | null | null | null | MITRE Technique: T1543.003 | Network disconnection from 142.13.219.138 to 10.158.16.99 MITRE Technique: T1543.003 | disconnection | 633,740 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
02620c72-5f3b-405b-802e-99c79a549081 | 2025-05-10T12:17:27 | cloud | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in AWS by wjohnson No additional info noise=822F9162 | {
"geo_location": "Netherlands Antilles",
"device_hash": "6a4ba8e89fabd44f876b8832e70d1d2d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/3.0)",
"session_id": "bc5e5858-67ec-40ef-b9f0-52e547effe81",
"risk_score": 56.88,
"confidence": 0.17
} | null | null | null | null | null | No additional info | Cloud crypto_mining in AWS by wjohnson No additional info | crypto_mining | null | null | wjohnson | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-112bbaf9 |
e1b0704c-fe8b-40cf-bba4-6a931cd0e7cf | 2025-03-21T15:50:31 | firewall | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only HTTP traffic from 51.57.214.38:964 to 138.223.118.45:523 No additional info | {
"geo_location": "Malaysia",
"device_hash": "3c11d90289b441242285fd470397099cfde3587ca57aada2b6b0bc3553f06f7f",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; dv-MV) AppleWebKit/535.6.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6535.6.3",
"session_id": "bf8287a2-3dbe-4688-96cc-244d655df730",
"risk_score": 29.08,
"confidence": 0.28
} | 51.57.214.38 | 138.223.118.45 | null | null | null | No additional info | Firewall log-only HTTP traffic from 51.57.214.38:964 to 138.223.118.45:523 No additional info | log-only | 252,219 | HTTP | null | null | null | null | null | null | null | null | 964 | 523 | 1,183 | null | null | null | null | null | null | null |
84d89100-6191-4f8d-95d2-8a68e48ca5a2 | 2025-05-10T20:47:20 | ids_alert | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|low| desc=Darktrace Alert: Zero-Day Exploit detected from 36.211.160.171 targeting 103.148.109.255 No additional info noise=70C4A46D | {
"geo_location": "Central African Republic",
"device_hash": "ff65326810d75bd613cdd970b8853d6fb34c1aef",
"user_agent": "Opera/9.13.(Windows NT 10.0; hr-HR) Presto/2.9.169 Version/12.00",
"session_id": "d502b2a1-f31a-45e7-aaf0-4d8d5e06c0f2",
"risk_score": 33.48,
"confidence": 0.08
} | 36.211.160.171 | 103.148.109.255 | Zero-Day Exploit | SIG-5894 | Recon | No additional info | Darktrace Alert: Zero-Day Exploit detected from 36.211.160.171 targeting 103.148.109.255 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
118adb21-87c0-4001-8a5f-d3a4c8aacddc | 2025-05-23T05:18:11 | auth | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth locked for austinjonathan via password from 170.103.0.188 MITRE Technique: T1218.011 noise=agent|claim|force | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "fa563556e51fa500549b14bdb5b0ac4c",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_2_1 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/12.1q0361.0 Mobile/50D835 Safari/534.2",
"session_id": "b18ecefa-f0e5-4c74-93b9-75ecef8533b4",
"risk_score": 25.46,
"confidence": 0.82
} | 170.103.0.188 | null | null | null | null | MITRE Technique: T1218.011 | Auth locked for austinjonathan via password from 170.103.0.188 MITRE Technique: T1218.011 | locked | null | null | austinjonathan | null | null | null | null | null | null | null | null | null | null | password | 8a:42:a0:19:c1:cc | null | null | null | null | null |
8e4c536a-ab84-4448-a6a0-cc0afc36d5ed | 2025-04-07T09:02:52 | endpoint | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint file_access /blood/go.csv by jpadilla MITRE Technique: T1059.005 | {
"geo_location": "France",
"device_hash": "fd73bd81343e5551fe32d15e35276832c38ba681e4bebbf2d0fe0918aa72b91f",
"user_agent": "Mozilla/5.0 (Linux; Android 1.1) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/54.0.844.0 Safari/532.1",
"session_id": "c646f77e-512e-4369-beca-8489d841d5cb",
"risk_score": 67.07,
"confidence": 0.31
} | null | null | null | null | null | MITRE Technique: T1059.005 | Endpoint file_access /blood/go.csv by jpadilla MITRE Technique: T1059.005 | file_access | null | null | jpadilla | /blood/go.csv | 2,783 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ffb3da39-0b33-42c1-875c-1b8b71a73643 | 2025-04-14T06:27:49 | endpoint | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint scheduled_task day by richard38 Associated Threat Actor: APT29 | {
"geo_location": "China",
"device_hash": "b3b2f2c0d645ee04b366ea47324ccc102d61da0f",
"user_agent": "Opera/9.63.(X11; Linux x86_64; uk-UA) Presto/2.9.187 Version/10.00",
"session_id": "701c4b77-6f5f-4e85-813f-0be3b25fe911",
"risk_score": 20.37,
"confidence": 0.28
} | null | null | null | null | null | Associated Threat Actor: APT29 | Endpoint scheduled_task day by richard38 Associated Threat Actor: APT29 | scheduled_task | null | null | richard38 | day | 7,455 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8cf3c94d-b9b3-45ba-b5af-4700ee6751af | 2025-06-02T22:47:41 | iot | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat command_injection Associated Threat Actor: REvil | {
"geo_location": "Saint Helena",
"device_hash": "2cd367a94e1bcdf94345126b4a034887e2edea3b",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; apn-IN) AppleWebKit/534.6.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6534.6.5",
"session_id": "aa8d35d9-b6ca-4ecd-8157-05c08b1d58f3",
"risk_score": 57.27,
"confidence": 0.02
} | null | null | null | null | null | Associated Threat Actor: REvil | IoT device Thermostat command_injection Associated Threat Actor: REvil | command_injection | null | null | null | null | null | null | {
"baseline_deviation": 2.87,
"entropy": 7.03,
"frequency_anomaly": false,
"sequence_anomaly": false
} | Thermostat | iot-a8ca6f57 | 4.3 | null | null | null | null | null | null | null | null | null | null |
40a8f047-6635-42b4-b869-7580f0fb5b75 | 2025-05-18T10:32:55 | auth | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|info| desc=Auth challenge for andres87 via key from 86.209.31.202 MITRE Technique: T1110.003 noise=tag | {
"geo_location": "France",
"device_hash": "546c5e8734ef7287d2470345aa5293b1790f26b8e30d054184681e9bff9a5038",
"user_agent": "Opera/9.21.(X11; Linux i686; lt-LT) Presto/2.9.175 Version/10.00",
"session_id": "440fcf78-4325-4197-a4f6-0865c56b5cf9",
"risk_score": 20.63,
"confidence": 0.26
} | 86.209.31.202 | null | null | null | null | MITRE Technique: T1110.003 | Auth challenge for andres87 via key from 86.209.31.202 MITRE Technique: T1110.003 | challenge | null | null | andres87 | null | null | null | null | null | null | null | null | null | null | key | b0:cd:90:d2:62:ec | null | null | null | null | null |
63dbd7fd-7b0f-460a-a392-3ffc51dd16f1 | 2025-05-20T15:37:26 | network | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 10.101.13.23 to 27.43.110.28 No additional info | {
"geo_location": "France",
"device_hash": "ce054d94be538aebf7418733ffcbb8e7",
"user_agent": "Opera/9.21.(X11; Linux i686; ku-TR) Presto/2.9.173 Version/11.00",
"session_id": "71f8e678-f4ce-4283-a600-ba24d1551a40",
"risk_score": 82.26,
"confidence": 0.08
} | 10.101.13.23 | 27.43.110.28 | null | null | null | No additional info | Network data_exfiltration from 10.101.13.23 to 27.43.110.28 No additional info | data_exfiltration | 327,039 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
efdc07db-399c-45a5-9a9f-2ddb7aca3f02 | 2025-03-28T09:00:04 | firewall | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|info| desc=Firewall drop SMB traffic from 94.213.124.214:397 to 82.212.73.145:614 No additional info | {
"geo_location": "Pitcairn Islands",
"device_hash": "931147dace87a782a5fda03928ea5929cd75bd44",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; ts-ZA; rv:1.9.1.20) Gecko/8181-12-31 07:32:33 Firefox/7.0",
"session_id": "932a63d2-3c0b-4331-a094-4566a80e3004",
"risk_score": 33.48,
"confidence": 0.44
} | 94.213.124.214 | 82.212.73.145 | null | null | null | No additional info | Firewall drop SMB traffic from 94.213.124.214:397 to 82.212.73.145:614 No additional info | drop | 674,379 | SMB | null | null | null | null | null | null | null | null | 397 | 614 | 1,848 | null | null | null | null | null | null | null |
1d5db905-3d3a-40b1-bf4c-1b4e3538c78e | 2025-05-23T17:22:42 | auth | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for hendrixamanda via MFA from 205.107.177.82 No additional info | {
"geo_location": "Iran",
"device_hash": "bd2fc5b3db3005021e82992cfc8bff5f304d75a7",
"user_agent": "Opera/8.46.(X11; Linux x86_64; uk-UA) Presto/2.9.176 Version/12.00",
"session_id": "bcc24143-077d-4d66-aa25-3a453d705f4d",
"risk_score": 46.4,
"confidence": 0.92
} | 205.107.177.82 | null | null | null | null | No additional info | Auth bypass for hendrixamanda via MFA from 205.107.177.82 No additional info | bypass | null | null | hendrixamanda | null | null | null | null | null | null | null | null | null | null | MFA | 9d:9b:1e:f0:75:44 | null | null | null | null | null |
878770c7-7138-466f-ad1f-83836db51a81 | 2025-04-27T21:08:28 | firewall | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|info| desc=Firewall quarantine RDP traffic from 10.91.183.131:52920 to 76.220.183.134:18527 Unconventional IOC: Bios timestamp anomalies | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "3ca791c87c4bd489f7195e831c9d91d07086c6ce",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; ayc-PE) AppleWebKit/532.25.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6532.25.1",
"session_id": "310c202e-8201-46ed-8516-68c358cdc968",
"risk_score": 38.48,
"confidence": 0.9
} | 10.91.183.131 | 76.220.183.134 | null | null | null | Unconventional IOC: Bios timestamp anomalies | Firewall quarantine RDP traffic from 10.91.183.131:52920 to 76.220.183.134:18527 Unconventional IOC: Bios timestamp anomalies | quarantine | 14,839 | RDP | null | null | null | null | null | null | null | null | 52,920 | 18,527 | 3,090 | null | null | null | null | null | null | null |
0e0551d2-bcc1-494e-b877-d5c2d0a02a41 | 2025-03-08T00:14:58 | iot | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC physical_tamper No additional info noise=tags | {
"geo_location": "Guernsey",
"device_hash": "6af2dca8662383ac6b3b7cb9c0501a2b",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/62.0.813.0 Safari/534.0",
"session_id": "2324ced2-06c8-4f01-b2ac-cda46cc1547b",
"risk_score": 37.54,
"confidence": 0.2
} | null | null | null | null | null | No additional info | IoT device HVAC physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | HVAC | iot-2767cfc1 | 9.8 | null | null | null | null | null | null | null | null | null | null |
b380aad7-7b9e-43e5-bd01-0db8ef972f4a | 2025-04-14T11:03:08 | endpoint | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint registry_change /task/wish.bmp by denise09 No additional info | {
"geo_location": "Bulgaria",
"device_hash": "348f1e722db289f3d62abdd0ef4d29ca013ed577",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/23.0.804.0 Safari/536.0",
"session_id": "b9ea2e31-78b4-4477-9b74-bf30bfe100ef",
"risk_score": 60.51,
"confidence": 0.89
} | null | null | null | null | null | No additional info | Endpoint registry_change /task/wish.bmp by denise09 No additional info | registry_change | null | null | denise09 | /task/wish.bmp | 2,632 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
63527951-cf34-4a4c-8567-c6949f54d416 | 2025-05-31T18:32:44 | network | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 213.228.97.127 to 203.213.20.145 No additional info | {
"geo_location": "Rwanda",
"device_hash": "aa766c7dec677e03cc91c769adcabb002cf5f7f5fafc4ed6c6c12b8147605837",
"user_agent": "Opera/9.38.(Windows 95; oc-FR) Presto/2.9.189 Version/12.00",
"session_id": "b1ff068d-d508-47b9-a41a-02dcb103d3a1",
"risk_score": 31.29,
"confidence": 0.16
} | 213.228.97.127 | 203.213.20.145 | null | null | null | No additional info | Network protocol_anomaly from 213.228.97.127 to 203.213.20.145 No additional info | protocol_anomaly | 473,695 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
90f46707-5bee-4e3a-9d82-3e3180edf075 | 2025-05-26T11:39:41 | ids_alert | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|low| desc=AlienVault Alert: DDoS detected from 191.142.85.61 targeting 14.163.7.42 Unconventional IOC: ACPI table modifications noise=RHJvcC4= | {
"geo_location": "Wallis and Futuna",
"device_hash": "dbfec6a70da610ce5a9d6796baea096f2e18d137de9fa34185085085bdf8cc65",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_3 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) FxiOS/13.5q3545.0 Mobile/64S336 Safari/531.2",
"session_id": "a0edef49-945d-4293-9ef6-c8ffba52eb2c",
"risk_score": 48.15,
"confidence": 0.45
} | 191.142.85.61 | 14.163.7.42 | DDoS | SIG-9866 | Evasion | Unconventional IOC: ACPI table modifications | AlienVault Alert: DDoS detected from 191.142.85.61 targeting 14.163.7.42 Unconventional IOC: ACPI table modifications | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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