event_id stringlengths 36 36 | timestamp timestamp[s]date 2020-07-12 21:38:20 2030-07-10 06:49:21 | event_type stringclasses 8
values | source stringclasses 20
values | severity stringclasses 6
values | raw_log stringlengths 91 282 | advanced_metadata dict | user stringlengths 3 22 ⌀ | action stringclasses 55
values | object stringlengths 1 32 ⌀ | process_id int64 100 10k ⌀ | parent_process stringclasses 4
values | additional_info stringlengths 18 148 | description stringlengths 45 225 | behavioral_analytics dict | device_type stringclasses 5
values | device_id stringlengths 12 12 ⌀ | firmware_version stringclasses 100
values | src_ip stringlengths 8 15 ⌀ | dst_ip stringlengths 3 15 ⌀ | alert_type stringclasses 17
values | signature_id stringlengths 8 8 ⌀ | category stringclasses 5
values | cloud_service stringclasses 5
values | resource_id stringlengths 12 12 ⌀ | model_id stringlengths 14 14 ⌀ | input_hash stringlengths 32 64 ⌀ | output_hash stringlengths 32 64 ⌀ | src_port int64 1 65.5k ⌀ | dst_port int64 1 65.5k ⌀ | protocol stringclasses 10
values | bytes int64 105 1,000k ⌀ | duration int64 1 3.6k ⌀ | method stringclasses 7
values | mac_address stringlengths 17 17 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0d65e390-0dc8-47f6-adfc-d8877e348575 | 2025-02-15T23:31:13 | firewall | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only ICMP traffic from 177.89.16.176:772 to 84.119.251.48:671 No additional info | {
"geo_location": "Estonia",
"device_hash": "5f00212d1670e97e6fb06bba162f8d7d72a538c7",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/27.0.809.0 Safari/536.2",
"session_id": "48e0f7f9-52d4-4977-b340-d830c31057b3",
"risk_score": 62.48,
"confidence": 0.42
} | null | log-only | null | null | null | No additional info | Firewall log-only ICMP traffic from 177.89.16.176:772 to 84.119.251.48:671 No additional info | null | null | null | null | 177.89.16.176 | 84.119.251.48 | null | null | null | null | null | null | null | null | 772 | 671 | ICMP | 544,914 | 2,085 | null | null |
bd27b4c4-2c4f-49e5-89f5-5ee937c2046f | 2025-02-07T17:28:24 | network | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 181.113.138.51 to 6.125.197.116 MITRE Technique: T1547.001 | {
"geo_location": "Vanuatu",
"device_hash": "73960760ede79c851ded104e1416688f252f0ac2",
"user_agent": "Opera/9.99.(X11; Linux i686; mi-NZ) Presto/2.9.189 Version/10.00",
"session_id": "0ee0a81c-7141-4f2b-9126-50144c404102",
"risk_score": 56.39,
"confidence": 0.01
} | null | bandwidth_usage | null | null | null | MITRE Technique: T1547.001 | Network bandwidth_usage from 181.113.138.51 to 6.125.197.116 MITRE Technique: T1547.001 | null | null | null | null | 181.113.138.51 | 6.125.197.116 | null | null | null | null | null | null | null | null | null | null | HTTPS | 129,691 | null | null | null |
4552e93f-4497-47b8-b0d6-4c7066754287 | 2025-04-19T12:46:33 | cloud | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud api_abuse in GCP by scott64 No additional info | {
"geo_location": "Taiwan",
"device_hash": "8d7ae20dde03dc2dc76a2743845757b6db4a6ee7",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_1) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/48.0.880.0 Safari/535.0",
"session_id": "b4d59169-4dde-446b-a2ea-bfd16767e9bd",
"risk_score": 56.19,
"confidence"... | scott64 | api_abuse | null | null | null | No additional info | Cloud api_abuse in GCP by scott64 No additional info | {
"baseline_deviation": 0.57,
"entropy": 4.55,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | GCP | res-67652b8d | null | null | null | null | null | null | null | null | null | null |
2f31da17-bb9a-446a-a4b1-7a1d475e28f0 | 2025-05-03T00:43:14 | ai | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by samantha37 MITRE Technique: T1134.001 | {
"geo_location": "Korea",
"device_hash": "e18357fb99752b4b0fb4fc2d79b54b84",
"user_agent": "Opera/8.51.(X11; Linux i686; hr-HR) Presto/2.9.161 Version/12.00",
"session_id": "4c497d24-f038-4727-bb61-59f7abf202fc",
"risk_score": 44.6,
"confidence": 0.02
} | samantha37 | prompt_injection | null | null | null | MITRE Technique: T1134.001 | AI system prompt_injection by samantha37 MITRE Technique: T1134.001 | null | null | null | null | null | null | null | null | null | null | null | model-1daa90f7 | 4d6774314b48cdfa95cb841336cbb84e7f0b22fef6ecf176da99ff8dd7b0aab7 | d434cb836c29218c705512a66048b76c2535660f | null | null | null | null | null | null | null |
8947425f-94fb-4c24-9181-538a2e3219f2 | 2025-05-19T15:14:50 | ids_alert | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|critical| desc=Tanium Alert: Domain Fronting detected from 5.143.178.153 targeting N/A No additional info noise=95620104 | {
"geo_location": "Liberia",
"device_hash": "167af645ecf11fac70e60c6bc5c015a7a63f8f8f",
"user_agent": "Mozilla/5.0 (Windows NT 5.0) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/46.0.856.0 Safari/535.1",
"session_id": "9dca171b-b05b-43b2-9828-7eca972a6632",
"risk_score": 84.95,
"confidence": 0.81
} | null | null | null | null | null | No additional info | Tanium Alert: Domain Fronting detected from 5.143.178.153 targeting N/A No additional info | null | null | null | null | 5.143.178.153 | N/A | Domain Fronting | SIG-7782 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
79890114-3ac9-4ead-8d84-31f35412fa2b | 2025-03-29T04:24:17 | network | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 2.224.94.102 to 45.27.165.238 No additional info | {
"geo_location": "Congo",
"device_hash": "553c72b416e107032671b12303279baf9b57c4a1e4765285004778bcd1acbd2b",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/36.0.818.0 Safari/535.1",
"session_id": "3107d2c1-f825-45b1-a9be-b70752a7412c",
"risk_score": 72.41,
"confide... | null | disconnection | null | null | null | No additional info | Network disconnection from 2.224.94.102 to 45.27.165.238 No additional info | null | null | null | null | 2.224.94.102 | 45.27.165.238 | null | null | null | null | null | null | null | null | null | null | HTTPS | 502,945 | null | null | null |
90d583f2-270b-4c01-b673-345f5f3050be | 2025-04-20T23:37:51 | endpoint | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load natural by lrichard No additional info | {
"geo_location": "Samoa",
"device_hash": "ee98a2cabf2a6096187d2ffc09d009bd5f7b094c",
"user_agent": "Opera/9.40.(X11; Linux x86_64; sa-IN) Presto/2.9.164 Version/10.00",
"session_id": "f196285e-943a-4316-85ae-8ced41e5d198",
"risk_score": 32.1,
"confidence": 0.36
} | lrichard | driver_load | natural | 8,480 | svchost.exe | No additional info | Endpoint driver_load natural by lrichard No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2c3f700b-8fab-49a4-ad71-f3e337c72abd | 2025-05-12T19:37:10 | 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: Domain Fronting detected from 92.164.211.33 targeting N/A No additional info | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "b37b966be40ea5f09f3a0608ccb288a8",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_4 rv:5.0; nso-ZA) AppleWebKit/532.2.2 (KHTML, like Gecko) Version/5.1 Safari/532.2.2",
"session_id": "2053ee42-9857-41b0-8853-204aa869fd1c",
"risk_score": 7... | null | null | null | null | null | No additional info | Microsoft Sentinel Alert: Domain Fronting detected from 92.164.211.33 targeting N/A No additional info | null | null | null | null | 92.164.211.33 | N/A | Domain Fronting | SIG-5386 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
0a1ff2e8-1a65-469a-aa1d-e5b287853ffb | 2025-06-06T22:32:48 | firewall | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|critical| desc=Firewall quarantine ICMP traffic from 26.176.154.242:872 to 146.167.206.177:14495 MITRE Technique: T1547.001 | {
"geo_location": "Lebanon",
"device_hash": "8911bae8ca2036d769fd76e2ab29ec9188ff6bb8752557a9020228b7de676758",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_7; rv:1.9.5.20) Gecko/7502-04-02 18:48:37 Firefox/3.8",
"session_id": "15ba30e3-1280-4ca3-97ae-4942972d2e3d",
"risk_score": 21.15,
"co... | null | quarantine | null | null | null | MITRE Technique: T1547.001 | Firewall quarantine ICMP traffic from 26.176.154.242:872 to 146.167.206.177:14495 MITRE Technique: T1547.001 | null | null | null | null | 26.176.154.242 | 146.167.206.177 | null | null | null | null | null | null | null | null | 872 | 14,495 | ICMP | 197,177 | 1,754 | null | null |
1227605c-422f-41a5-833f-5019d4eb2ea7 | 2025-02-09T17:07:56 | cloud | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in GCP by williamschmidt MITRE Technique: T1547.001 | Associated Threat Actor: APT35 | {
"geo_location": "Tonga",
"device_hash": "e2a303af8e146ebaf14a143628ab596bfc697ae2",
"user_agent": "Opera/8.64.(X11; Linux i686; om-ET) Presto/2.9.170 Version/11.00",
"session_id": "4865ead8-bed9-493d-bcfd-3573e93463c8",
"risk_score": 47.85,
"confidence": 0.59
} | williamschmidt | api_abuse | null | null | null | MITRE Technique: T1547.001 | Associated Threat Actor: APT35 | Cloud api_abuse in GCP by williamschmidt MITRE Technique: T1547.001 | Associated Threat Actor: APT35 | null | null | null | null | null | null | null | null | null | GCP | res-2e06d896 | null | null | null | null | null | null | null | null | null | null |
58af7a42-76f0-461f-aa80-5aac988aea31 | 2025-03-05T10:50:24 | ids_alert | FireEye HX v4.5.0 | emergency | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|emergency| desc=FireEye HX Alert: XSS detected from 59.131.120.39 targeting 138.99.2.61 No additional info | {
"geo_location": "Timor-Leste",
"device_hash": "f3d5f0d485d550d5e3f13edff64203a7",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 11_4_1 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/55.0.848.0 Mobile/47K001 Safari/535.2",
"session_id": "4dc97a59-8709-4116-934d-728354d7689e",
"risk_score": 44.22,... | null | null | null | null | null | No additional info | FireEye HX Alert: XSS detected from 59.131.120.39 targeting 138.99.2.61 No additional info | null | null | null | null | 59.131.120.39 | 138.99.2.61 | XSS | SIG-7881 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
d973b0fa-5da9-46b6-b40e-5d416275885e | 2025-06-11T00:17:06 | auth | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|info| desc=Auth bypass for adkinsjoyce via biometric from 89.238.17.85 No additional info | {
"geo_location": "Ecuador",
"device_hash": "92c810205b517b61886f6e3dd88b959c",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_1; rv:1.9.3.20) Gecko/5841-06-01 12:29:14 Firefox/8.0",
"session_id": "40dee679-99aa-4aa8-ab07-6a6526734836",
"risk_score": 45.36,
"confidence": 0.61
} | adkinsjoyce | bypass | null | null | null | No additional info | Auth bypass for adkinsjoyce via biometric from 89.238.17.85 No additional info | null | null | null | null | 89.238.17.85 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | cb:99:5c:db:86:2a |
55d0e063-66cf-439c-a800-4dcd82b601a2 | 2025-01-21T09:56:14 | auth | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|high| desc=Auth challenge for jeremymalone via password from 193.43.248.40 Unconventional IOC: UEFI variable tampering | {
"geo_location": "China",
"device_hash": "e042177541dc1e51ca131844e154a75a",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/535.33.7 (KHTML, like Gecko) Version/5.0.2 Safari/535.33.7",
"session_id": "006e8b93-3f35-4e53-8608-09f23bd5be63",
"risk_score": 43.34,
"confidence": 0.01
} | jeremymalone | challenge | null | null | null | Unconventional IOC: UEFI variable tampering | Auth challenge for jeremymalone via password from 193.43.248.40 Unconventional IOC: UEFI variable tampering | null | null | null | null | 193.43.248.40 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | d2:f7:70:6b:dc:76 |
16371baf-67d8-4cf1-81f8-a960fb2c97ff | 2025-05-23T21:08:04 | endpoint | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint service_install interesting by huntercaldwell No additional info | {
"geo_location": "Brunei Darussalam",
"device_hash": "4f231072754bbf338d9e1be8df17b746adfd1566",
"user_agent": "Mozilla/5.0 (Android 4.2.2; Mobile; rv:25.0) Gecko/25.0 Firefox/25.0",
"session_id": "d251dcfb-fa00-4e2e-b3e7-800d198f02f9",
"risk_score": 89.74,
"confidence": 0.06
} | huntercaldwell | service_install | interesting | 7,757 | explorer.exe | No additional info | Endpoint service_install interesting by huntercaldwell No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bbbc5a31-f754-42c9-b58a-d836d35fd4bc | 2025-06-27T10:27:55 | ids_alert | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|medium| desc=Elastic SIEM Alert: MFA Bypass detected from 163.162.162.174 targeting 195.109.255.210 Associated Threat Actor: APT35 | {
"geo_location": "Reunion",
"device_hash": "f138aa5ce91ce057c32bc10e0682c259d31070d3dc06e1eaa7376e61d121a366",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; ha-NG) AppleWebKit/534.14.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B119 Safari/6534.14.5",
"session_id": "1bac0460-0d34-4047-b1... | null | null | null | null | null | Associated Threat Actor: APT35 | Elastic SIEM Alert: MFA Bypass detected from 163.162.162.174 targeting 195.109.255.210 Associated Threat Actor: APT35 | null | null | null | null | 163.162.162.174 | 195.109.255.210 | MFA Bypass | SIG-9776 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
7f1cb06f-91db-4089-83e5-4c3f716752ae | 2025-03-07T04:05:22 | auth | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for markhernandez via MFA from 104.201.211.3 MITRE Technique: T1190 | Associated Threat Actor: Inception Framework | Unconventional IOC: Power consumption spikes | {
"geo_location": "Martinique",
"device_hash": "9cd1f25882f05c3194bc707965ef76d9",
"user_agent": "Opera/9.83.(Windows NT 5.1; uz-UZ) Presto/2.9.161 Version/11.00",
"session_id": "77570692-6452-436f-a8ca-bc6c9c2c418f",
"risk_score": 71.51,
"confidence": 0.45
} | markhernandez | challenge | null | null | null | MITRE Technique: T1190 | Associated Threat Actor: Inception Framework | Unconventional IOC: Power consumption spikes | Auth challenge for markhernandez via MFA from 104.201.211.3 MITRE Technique: T1190 | Associated Threat Actor: Inception Framework | Unconventional IOC: Power consumption spikes | null | null | null | null | 104.201.211.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | 13:c1:ce:d0:7b:85 |
899456c2-a99d-428d-950e-0d1f77740bde | 2025-04-08T13:54:15 | network | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 200.36.242.86 to 161.51.219.82 No additional info | {
"geo_location": "Ireland",
"device_hash": "388c37d1d4fc8ba0733f7ecbf07fdad4fc549139eed5430903388b906fececca",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_3 rv:5.0; fr-FR) AppleWebKit/532.44.6 (KHTML, like Gecko) Version/4.0.5 Safari/532.44.6",
"session_id": "927bc4a4-6b6f-45c4-be04-1873410e7d7... | null | bandwidth_usage | null | null | null | No additional info | Network bandwidth_usage from 200.36.242.86 to 161.51.219.82 No additional info | {
"baseline_deviation": 1.01,
"entropy": 3.95,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 200.36.242.86 | 161.51.219.82 | null | null | null | null | null | null | null | null | null | null | TCP | 898,383 | null | null | null |
e141e121-6b31-4d60-b7ff-bce85ed547a8 | 2025-06-07T07:18:29 | firewall | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine HTTP traffic from 81.5.168.186:854 to 10.212.2.52:531 Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "China",
"device_hash": "be44afd26368f91e66e815cac2c7f1fcef62fd7f",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; iw-IL) AppleWebKit/531.24.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6531.24.1",
"session_id": "1acf98b4-3704-41e2-997d-08aa414834c3",
"risk_... | null | quarantine | null | null | null | Unconventional IOC: Unusual DNS TXT records | Firewall quarantine HTTP traffic from 81.5.168.186:854 to 10.212.2.52:531 Unconventional IOC: Unusual DNS TXT records | {
"baseline_deviation": 1.5,
"entropy": 6.53,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 81.5.168.186 | 10.212.2.52 | null | null | null | null | null | null | null | null | 854 | 531 | HTTP | 528,998 | 2,051 | null | null |
03cf935f-ce9b-4df5-9e05-419583ff1845 | 2025-02-13T18:42:42 | iot | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|high| desc=IoT device Medical sensor_spoofing MITRE Technique: T1190 | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "704f916b3f96d99bf736e5dfa515f2537d0d524612e9aa9726617b1a126843a0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/4.1)",
"session_id": "0271d50a-685e-4148-8a41-17b39343840e",
"risk_score": 68.9,
"confidence": 0
} | null | sensor_spoofing | null | null | null | MITRE Technique: T1190 | IoT device Medical sensor_spoofing MITRE Technique: T1190 | null | Medical | iot-023d92b9 | 10.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dbe74a10-9aaa-4fd9-bde6-c7a670592ae8 | 2025-06-13T19:43:58 | firewall | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop SMB traffic from 24.186.254.37:322 to 192.46.203.210:55486 MITRE Technique: T1204.002 | {
"geo_location": "Saint Vincent and the Grenadines",
"device_hash": "387226dba812f8cff1d509d6b5c69c8bfc589ca15bb20e8e8317e010d0910412",
"user_agent": "Mozilla/5.0 (Windows 98; de-DE; rv:1.9.0.20) Gecko/6706-03-17 05:27:50 Firefox/3.6.16",
"session_id": "ec939488-03b8-48ac-a383-1bad3af29657",
"risk_score": 33... | null | drop | null | null | null | MITRE Technique: T1204.002 | Firewall drop SMB traffic from 24.186.254.37:322 to 192.46.203.210:55486 MITRE Technique: T1204.002 | null | null | null | null | 24.186.254.37 | 192.46.203.210 | null | null | null | null | null | null | null | null | 322 | 55,486 | SMB | 494,810 | 3,411 | null | null |
719fd9d6-8b32-4825-92c5-aa56544f3bc7 | 2025-01-25T14:39:39 | endpoint | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint scheduled_task /point/hope.numbers by ericahammond MITRE Technique: T1071.001 | Unconventional IOC: UEFI variable tampering noise=list | {
"geo_location": "French Guiana",
"device_hash": "8948b955629cdb3e09cfad0f79c074280d98f17a445c7c822f8603afe1c280a2",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; lv-LV) AppleWebKit/533.19.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6533.19.4",
"session_id": "dad2915c-e58f-4... | ericahammond | scheduled_task | /point/hope.numbers | 4,730 | powershell.exe | MITRE Technique: T1071.001 | Unconventional IOC: UEFI variable tampering | Endpoint scheduled_task /point/hope.numbers by ericahammond MITRE Technique: T1071.001 | Unconventional IOC: UEFI variable tampering | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
00be1710-7770-4d19-9583-d861161fc930 | 2025-03-27T07:54:27 | iot | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|info| desc=IoT device HVAC side_channel No additional info | {
"geo_location": "Norway",
"device_hash": "17a9afcd2b5d08fedddc195d34bda4398059ccec74732f115524868e99d3ea11",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 4.0; Trident/4.1)",
"session_id": "d4e7b72f-b60e-4e19-b3ec-7ec89bbda5eb",
"risk_score": 65.71,
"confidence": 0.55
} | null | side_channel | null | null | null | No additional info | IoT device HVAC side_channel No additional info | null | HVAC | iot-0c4fdd01 | 4.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
37be7e13-54f3-4a61-95cb-7a2679da0dea | 2025-06-29T07:09:25 | ids_alert | QRadar v7.5.0 | emergency | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=QRadar Alert: Fileless Attack detected from 74.34.153.107 targeting 9.87.156.160 Associated Threat Actor: Leafminer | {
"geo_location": "Palau",
"device_hash": "202b57892d1d2c2faf25ae95e3fb1ebf",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/7213-05-14 09:52:19 Firefox/3.8",
"session_id": "2ec80c51-ab8f-4e00-9ee2-8a5d90a96f86",
"risk_score": 68.33,
"confidence": 1
} | null | null | null | null | null | Associated Threat Actor: Leafminer | QRadar Alert: Fileless Attack detected from 74.34.153.107 targeting 9.87.156.160 Associated Threat Actor: Leafminer | null | null | null | null | 74.34.153.107 | 9.87.156.160 | Fileless Attack | SIG-3633 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
1c6fcd79-b565-4333-921e-8a9d5c0a2a07 | 2025-03-27T20:25:10 | 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 Thermostat unusual_activity Associated Threat Actor: BlueNoroff noise=F59492EF | {
"geo_location": "Guinea-Bissau",
"device_hash": "562e02e281a87e474a3727e461415fa870af53cf",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_3 rv:5.0; sv-SE) AppleWebKit/534.38.2 (KHTML, like Gecko) Version/5.0 Safari/534.38.2",
"session_id": "db0d9cd5-4705-47cf-a5f9-e5165c4a970a",
"risk_score": 6... | null | unusual_activity | null | null | null | Associated Threat Actor: BlueNoroff | IoT device Thermostat unusual_activity Associated Threat Actor: BlueNoroff | null | Thermostat | iot-bcdbf5a6 | 8.2 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a37708f0-99e6-4ef8-a6c5-792abcee79e8 | 2025-06-11T15:43:06 | cloud | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in Alibaba by dsanchez No additional info noise=UmVzcG9uc2Uu | {
"geo_location": "Egypt",
"device_hash": "157ef8c183d5be70ea2711baebeed50d7e3541b7f7fb5c273c39a0cb2e457d42",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; st-ZA; rv:1.9.2.20) Gecko/8137-02-03 00:59:13 Firefox/7.0",
"session_id": "db22af28-4dbb-4294-a4e0-8dd71e1f07de",
"risk_score": 75.59,
"confidence": 0.84
... | dsanchez | instance_creation | null | null | null | No additional info | Cloud instance_creation in Alibaba by dsanchez No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-a1c3b6d3 | null | null | null | null | null | null | null | null | null | null |
1606243a-e630-4ece-96ea-cea5c54e3945 | 2025-03-15T01:14:48 | cloud | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud storage_access in AWS by ldixon MITRE Technique: T1059.001 | Associated Threat Actor: APT29 | {
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "e3834270d169b9a2ffe013f1ed2fa8d0",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 16_7_7 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) FxiOS/10.2w1272.0 Mobile/93R538 Safari/531.2",
"session_id": "ae47aa32-1bb8-4ab3-bfac-8502f80527d7",
... | ldixon | storage_access | null | null | null | MITRE Technique: T1059.001 | Associated Threat Actor: APT29 | Cloud storage_access in AWS by ldixon MITRE Technique: T1059.001 | Associated Threat Actor: APT29 | null | null | null | null | null | null | null | null | null | AWS | res-ca6cfca8 | null | null | null | null | null | null | null | null | null | null |
5cff13f5-7848-454d-b539-1a5d2a7810c8 | 2025-02-26T17:54:40 | ids_alert | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|medium| desc=LogRhythm Alert: Domain Fronting detected from 136.146.10.68 targeting 48.101.223.230 MITRE Technique: T1071.001 | {
"geo_location": "Antarctica (the territory South of 60 deg S)",
"device_hash": "b55fa80ebc25ff6aeb96a0ad50306b245c2d8dd0b733aac2f392c41f3093682e",
"user_agent": "Mozilla/5.0 (Linux; Android 2.1) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/17.0.829.0 Safari/533.2",
"session_id": "9b08478b-8571-47a7-a67d-eb0ba... | null | null | null | null | null | MITRE Technique: T1071.001 | LogRhythm Alert: Domain Fronting detected from 136.146.10.68 targeting 48.101.223.230 MITRE Technique: T1071.001 | null | null | null | null | 136.146.10.68 | 48.101.223.230 | Domain Fronting | SIG-2884 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
f5746fa3-5d01-4273-9179-8532f264ecd9 | 2025-05-07T16:40:01 | ai | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|info| desc=AI system model_inversion by jesse23 No additional info | {
"geo_location": "Greece",
"device_hash": "e531c6702cd9e64ba851f3d68332768c38104d3f",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/8428-11-13 13:14:59 Firefox/3.8",
"session_id": "d5236277-60b5-4d40-97fa-c2601c92383d",
"risk_score": 49.75,
"confidence": 0.67
} | jesse23 | model_inversion | null | null | null | No additional info | AI system model_inversion by jesse23 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-f6672495 | deea576643c46a1aa2aa467967f3eaba | 9ec042e43cd61dcd82b4161987c4143a | null | null | null | null | null | null | null |
1f741ffd-8643-4cf5-bb0a-1a16c2b156a2 | 2025-02-13T09:38:43 | cloud | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in GCP by xhill Cross-tenant access detected | {
"geo_location": "Singapore",
"device_hash": "ca2f1cf27c4ca340741198f48ad1322e596073d1",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 3_2_2 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) CriOS/49.0.896.0 Mobile/13K897 Safari/531.0",
"session_id": "599a9442-510f-48ac-ac49-57b05c88860a",
"risk_score... | xhill | lambda_execution | null | null | null | Cross-tenant access detected | Cloud lambda_execution in GCP by xhill Cross-tenant access detected | null | null | null | null | null | null | null | null | null | GCP | res-b64debe7 | null | null | null | null | null | null | null | null | null | null |
1e8a27d5-8bf9-4d3a-830b-069611bc944c | 2025-06-03T22:18:39 | ai | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|low| desc=AI system adversarial_input by dclark MITRE Technique: T1574.002 | Unconventional IOC: GPU memory artifacts | {
"geo_location": "Chile",
"device_hash": "ab219710a8bf6b79d488324937b2276c055ca0dc",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_4_8 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/18.6k5189.0 Mobile/33F909 Safari/532.0",
"session_id": "f5d7dcaf-135e-45fa-98d0-681539be665a",
"risk_score":... | dclark | adversarial_input | null | null | null | MITRE Technique: T1574.002 | Unconventional IOC: GPU memory artifacts | AI system adversarial_input by dclark MITRE Technique: T1574.002 | Unconventional IOC: GPU memory artifacts | null | null | null | null | null | null | null | null | null | null | null | model-3bb04ac0 | 33232895424cb9e39638a2804a7b9cac75e7aec514b803394a72a39d173ce1f9 | 1eeba940517aefd2fb001793aa3922ce3582ba477a85fa3c1aeea895df3726ec | null | null | null | null | null | null | null |
3a02410d-ce7a-4c0f-b036-35fee35a62ae | 2025-06-08T22:54:42 | 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: DDoS detected from 106.2.112.181 targeting N/A Zero-day exploit pattern detected noise=Rmlyc3QgZ2FzLg== | {
"geo_location": "Bangladesh",
"device_hash": "447917378f5ad3166067a6108926c8da9b4ba5df4804db3eda948a9fec4d3ad9",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_1; rv:1.9.3.20) Gecko/9169-02-26 20:34:21 Firefox/3.8",
"session_id": "656b79e4-4a26-472d-95b0-fffa5050172c",
"risk_score": 62.16,
... | null | null | null | null | null | Zero-day exploit pattern detected | Carbon Black Alert: DDoS detected from 106.2.112.181 targeting N/A Zero-day exploit pattern detected | null | null | null | null | 106.2.112.181 | N/A | DDoS | SIG-6910 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
3f811cb3-f46b-415d-b1c3-733c5903fc0d | 2025-01-27T07:06:23 | endpoint | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access /life/fact.wav by hmiller No additional info | {
"geo_location": "Micronesia",
"device_hash": "72cc2dda6f1469b03a6e192313992b2340b9779aa9438c0b8b878960c19582b1",
"user_agent": "Opera/9.89.(X11; Linux i686; sat-IN) Presto/2.9.182 Version/12.00",
"session_id": "9dfa1e0e-4604-4f3c-8c3b-1095892ff35f",
"risk_score": 76,
"confidence": 0.1
} | hmiller | file_access | /life/fact.wav | 3,696 | powershell.exe | No additional info | Endpoint file_access /life/fact.wav by hmiller No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
319389d2-9d65-4c4d-b539-92d9137d5388 | 2029-04-10T21:17:28 | ids_alert | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|low| desc=Elastic SIEM Alert: XSS detected from 97.246.44.36 targeting N/A No additional info | {
"geo_location": "Saint Kitts and Nevis",
"device_hash": "3c486c236d01b5d9ecdeaa7a641f39d613ba2d1f15922e8cc70a9cccfaf69a1c",
"user_agent": "Opera/8.92.(Windows NT 11.0; sa-IN) Presto/2.9.175 Version/11.00",
"session_id": "892cd53a-8cd5-48a2-9be6-9b0c1980b164",
"risk_score": 73.79,
"confidence": 0.74
} | null | null | null | null | null | No additional info | Elastic SIEM Alert: XSS detected from 97.246.44.36 targeting N/A No additional info | null | null | null | null | 97.246.44.36 | N/A | XSS | SIG-7438 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
0f5e07e1-6ad7-40c8-89ca-5827634f873e | 2025-06-08T03:56:12 | cloud | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|medium| desc=Cloud lambda_execution in Azure by karenbrown MITRE Technique: T1110.003 | {
"geo_location": "France",
"device_hash": "d468210887b7bb4db546891ac64c9d22fba488cbdf33986f5bc09428ec8759d3",
"user_agent": "Opera/8.89.(Windows NT 6.1; kw-GB) Presto/2.9.173 Version/10.00",
"session_id": "18534f98-8d3d-41cb-b0f6-bc3e40fb2ac7",
"risk_score": 15.91,
"confidence": 0.09
} | karenbrown | lambda_execution | null | null | null | MITRE Technique: T1110.003 | Cloud lambda_execution in Azure by karenbrown MITRE Technique: T1110.003 | null | null | null | null | null | null | null | null | null | Azure | res-f1b529dc | null | null | null | null | null | null | null | null | null | null |
bc065f31-f1d4-4790-9f09-9698cc2d06e2 | 2025-01-13T19:52:28 | auth | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|high| desc=Auth challenge for brianevans via SAML from 153.165.146.66 No additional info noise=posts/wp-content | {
"geo_location": "Chile",
"device_hash": "50c2359891e4e80ac6c4b4d4993dd8b1",
"user_agent": "Opera/9.12.(X11; Linux i686; doi-IN) Presto/2.9.180 Version/12.00",
"session_id": "49e6beb7-41cc-4506-b931-48061f4ff2fb",
"risk_score": 40.11,
"confidence": 0.38
} | brianevans | challenge | null | null | null | No additional info | Auth challenge for brianevans via SAML from 153.165.146.66 No additional info | null | null | null | null | 153.165.146.66 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | c8:d0:d8:08:5c:a1 |
2b70fa8e-acf4-4703-88b9-c1e260e5fd32 | 2025-06-01T19:10:46 | iot | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|low| desc=IoT device Sensor firmware_update No additional info | {
"geo_location": "Brazil",
"device_hash": "7ab23cdf005d9f49ddbf2a095178648d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/5.1)",
"session_id": "0179ea18-a271-46aa-abc9-64adf0014a17",
"risk_score": 66.37,
"confidence": 0.37
} | null | firmware_update | null | null | null | No additional info | IoT device Sensor firmware_update No additional info | null | Sensor | iot-1ae4e73e | 3.2 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a8da2b1c-4a43-4337-82bd-422dc85d5855 | 2025-01-29T21:05:49 | network | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|info| desc=Network connection from 10.243.250.197 to 59.88.212.66 No additional info | {
"geo_location": "Chad",
"device_hash": "cb244a97e84a41c417e451f3f26463ab9b204c7109e55a34321d3958ffd5f191",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_1) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/14.0.875.0 Safari/535.2",
"session_id": "9649af72-66ed-4dac-82f7-4fe77f0668bc",
"risk_score": 28... | null | connection | null | null | null | No additional info | Network connection from 10.243.250.197 to 59.88.212.66 No additional info | null | null | null | null | 10.243.250.197 | 59.88.212.66 | null | null | null | null | null | null | null | null | null | null | HTTP | 987,490 | null | null | null |
614ea161-9349-4436-bcbf-12af9b9f9a1a | 2025-04-09T23:34:47 | iot | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat physical_tamper Associated Threat Actor: TA505 | {
"geo_location": "Niger",
"device_hash": "ec2f31f1fc46c83ab0ceea813c86bd79a5275fbf",
"user_agent": "Mozilla/5.0 (Android 6.0.1; Mobile; rv:5.0) Gecko/5.0 Firefox/5.0",
"session_id": "d07acaa6-85dc-4f89-a5e2-a4f97233278e",
"risk_score": 86.82,
"confidence": 0.84
} | null | physical_tamper | null | null | null | Associated Threat Actor: TA505 | IoT device Thermostat physical_tamper Associated Threat Actor: TA505 | null | Thermostat | iot-8685ca77 | 10.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
95f4bdb2-6329-420c-921f-fdd294fc93da | 2025-02-19T23:58:36 | auth | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|info| desc=Auth success for parkelizabeth via OAuth from 10.154.59.5 No additional info | {
"geo_location": "Mauritania",
"device_hash": "176a715c5f69b4059e75b874c4963381f3cbec1a",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_2 rv:4.0; fi-FI) AppleWebKit/535.38.6 (KHTML, like Gecko) Version/5.0.4 Safari/535.38.6",
"session_id": "616e78a1-7029-40a5-bb93-353131ab4e6a",
"risk_score": 50.... | parkelizabeth | success | null | null | null | No additional info | Auth success for parkelizabeth via OAuth from 10.154.59.5 No additional info | null | null | null | null | 10.154.59.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 37:ab:03:4b:b6:29 |
6eb24e81-8025-40b3-b824-a79f2b5816c2 | 2025-04-15T03:57:35 | iot | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat sensor_spoofing MITRE Technique: T1071.001 | {
"geo_location": "Azerbaijan",
"device_hash": "2d302568f75a069dfc135acc0e920b6643420c13",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/5.1)",
"session_id": "47b423d9-2c83-44c3-bb44-56c8f47d4972",
"risk_score": 68.95,
"confidence": 0.9
} | null | sensor_spoofing | null | null | null | MITRE Technique: T1071.001 | IoT device Thermostat sensor_spoofing MITRE Technique: T1071.001 | null | Thermostat | iot-cd488bd1 | 9.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d6439eec-ffa7-4757-a59d-afb0e93e90eb | 2025-05-16T22:40:55 | endpoint | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load /effort/nature.ppt by rebecca79 No additional info | {
"geo_location": "Kenya",
"device_hash": "8d44e16aaffd617e0d1175eaefb85c0d92860b2c",
"user_agent": "Opera/9.94.(X11; Linux x86_64; cy-GB) Presto/2.9.185 Version/12.00",
"session_id": "4243ecf9-a367-4667-a689-a08a342c0aff",
"risk_score": 76.25,
"confidence": 0.05
} | rebecca79 | driver_load | /effort/nature.ppt | 8,759 | cmd.exe | No additional info | Endpoint driver_load /effort/nature.ppt by rebecca79 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2a5a7871-d622-40a6-b927-05a806490abb | 2025-02-19T13:16:13 | iot | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC side_channel Associated Threat Actor: Wizard Spider | {
"geo_location": "Venezuela",
"device_hash": "b761eea59cc811baac3557102f5b41a0c991fee6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/3.1)",
"session_id": "e91e1392-6a62-40ae-b53d-91f6a06e9b32",
"risk_score": 52.35,
"confidence": 0.41
} | null | side_channel | null | null | null | Associated Threat Actor: Wizard Spider | IoT device HVAC side_channel Associated Threat Actor: Wizard Spider | null | HVAC | iot-0cdc8687 | 3.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3389bdbd-d2d7-4fa5-a3c4-e8eeac1a710a | 2025-01-29T16:13:54 | auth | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|high| desc=Auth timeout for radams via SAML from 40.39.109.8 No additional info | {
"geo_location": "Fiji",
"device_hash": "688d6c191d576ac27b644fffcec93d5bd049b80eb9ba6c54e0bf55b5dcbdb085",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/531.42.7 (KHTML, like Gecko) Version/5.0 Safari/531.42.7",
"session_id": "345488dc-c65e-4c99-945b-e4853491e6db",
"risk_score": 21.1,
... | radams | timeout | null | null | null | No additional info | Auth timeout for radams via SAML from 40.39.109.8 No additional info | null | null | null | null | 40.39.109.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 19:13:72:33:3f:dd |
ab50160d-4a1f-4b52-aba9-a3b8c87c7b29 | 2025-06-27T19:36:14 | iot | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC battery_drain MITRE Technique: T1071.001 | {
"geo_location": "San Marino",
"device_hash": "9ff6ba5593ce8f296a895ee6bf320fa400532ad3b6da2494a8798f735646a382",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/3.0)",
"session_id": "802a5200-f03b-463e-a634-8fc43ad978b7",
"risk_score": 49.27,
"confidence": 0.89
} | null | battery_drain | null | null | null | MITRE Technique: T1071.001 | IoT device HVAC battery_drain MITRE Technique: T1071.001 | null | HVAC | iot-ac7fb36b | 8.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ee5816ca-1df1-4ff7-8275-a70982d9c1c1 | 2025-02-13T01:59:17 | ids_alert | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|low| desc=Tanium Alert: SQL Injection detected from 58.123.111.107 targeting 178.8.81.109 MITRE Technique: T1059.005 | {
"geo_location": "American Samoa",
"device_hash": "1cb75df5490fea967f226cb58358fb19921fe2a3",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/531.22.6 (KHTML, like Gecko) Version/5.0.1 Safari/531.22.6",
"session_id": "992ef089-97da-4977-8702-d46913d34977",
"risk_score": 48.05,
"confidence":... | null | null | null | null | null | MITRE Technique: T1059.005 | Tanium Alert: SQL Injection detected from 58.123.111.107 targeting 178.8.81.109 MITRE Technique: T1059.005 | null | null | null | null | 58.123.111.107 | 178.8.81.109 | SQL Injection | SIG-8509 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
70f26383-9cc2-4b74-ab6f-11111d385667 | 2025-04-30T01:40:36 | ai | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by ericfox MITRE Technique: T1204.002 | {
"geo_location": "Indonesia",
"device_hash": "b0f40272e9875852ccdecc0a25fdfd19a0ace571",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/532.44.2 (KHTML, like Gecko) Version/4.0.5 Safari/532.44.2",
"session_id": "a73b52e5-5a22-42b4-87d9-b34a265904c0",
"risk_score": 52.55,
"confidence": 0.11... | ericfox | prompt_injection | null | null | null | MITRE Technique: T1204.002 | AI system prompt_injection by ericfox MITRE Technique: T1204.002 | null | null | null | null | null | null | null | null | null | null | null | model-a5f2e08a | e54c4b2d8d0ec826d526407fe653017ab7887ba98397c3a567a6e3bb337fc740 | 085a21478ce137c5e58d62dee05df323c4833ca2 | null | null | null | null | null | null | null |
e72a06eb-8e2c-4bed-9cf1-6e3263d41ded | 2025-06-01T01:19:37 | cloud | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in OCI by qfoster No additional info | {
"geo_location": "Iraq",
"device_hash": "d69025b5ac969b23f4b3f84118de7597",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/532.46.1 (KHTML, like Gecko) Version/4.0 Safari/532.46.1",
"session_id": "4f8e7feb-f767-42c2-89fc-8be7a8fc4532",
"risk_score": 68.58,
"confidence": 0.65
} | qfoster | crypto_mining | null | null | null | No additional info | Cloud crypto_mining in OCI by qfoster No additional info | null | null | null | null | null | null | null | null | null | OCI | res-6a971337 | null | null | null | null | null | null | null | null | null | null |
fceae5c9-90ff-45ac-ae7d-c77f14b1b504 | 2022-04-20T19:58:04 | cloud | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|medium| desc=Cloud api_abuse in Alibaba by wcopeland MITRE Technique: T1059.001 | {
"geo_location": "Kenya",
"device_hash": "23fbd7de224d99530f8ea4e2f948a176",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_8 rv:4.0; fi-FI) AppleWebKit/533.8.1 (KHTML, like Gecko) Version/4.1 Safari/533.8.1",
"session_id": "e4faa869-2c3a-4f6d-a024-4b42e4a04116",
"risk_score": 3.69,
"confidence":... | wcopeland | api_abuse | null | null | null | MITRE Technique: T1059.001 | Cloud api_abuse in Alibaba by wcopeland MITRE Technique: T1059.001 | null | null | null | null | null | null | null | null | null | Alibaba | res-55522697 | null | null | null | null | null | null | null | null | null | null |
b989ff10-20b1-497f-ab42-c9fd5c584cbe | 2025-06-29T04:56:55 | ai | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by john83 No additional info noise=QWN0aW9uLg== | {
"geo_location": "Liechtenstein",
"device_hash": "60269a4e4cd2517d1944f8756d0bb36470170596",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; ku-TR) AppleWebKit/531.31.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6531.31.6",
"session_id": "2ff59cf4-e9b3-478a-833e-0aa68eedf34e",
... | john83 | adversarial_input | null | null | null | No additional info | AI system adversarial_input by john83 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-065c0216 | 5e78cc5ac4d8f7cd8f2f1b1e175394b5 | 6a65fc671886756e4f13eb34c59ef8047fe3ef75 | null | null | null | null | null | null | null |
59203e85-1093-4928-8c3c-0ba1440c9e97 | 2025-01-23T05:54:11 | firewall | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall quarantine NTP traffic from 116.191.255.235:530 to 10.203.120.119:351 No additional info noise=app/blog/blog | {
"geo_location": "Nauru",
"device_hash": "b825d1294b30854f948cde43ae7ee06741a3d32b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/5.1)",
"session_id": "2a82875b-35d9-433a-8a94-9eddcbc8800b",
"risk_score": 37.71,
"confidence": 0.07
} | null | quarantine | null | null | null | No additional info | Firewall quarantine NTP traffic from 116.191.255.235:530 to 10.203.120.119:351 No additional info | null | null | null | null | 116.191.255.235 | 10.203.120.119 | null | null | null | null | null | null | null | null | 530 | 351 | NTP | 770,344 | 2,631 | null | null |
d1b2ef80-bbac-47d1-9800-2b165674b3da | 2025-05-02T07:56:43 | ids_alert | Vectra AI v5.0.0 | emergency | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Vectra AI Alert: SQL Injection detected from 147.9.41.168 targeting N/A No additional info | {
"geo_location": "Montserrat",
"device_hash": "c8ba227a6a6d27eceb2ab703ebeedcc8e4c54827",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/3.1)",
"session_id": "9bc94701-e0ff-4031-8060-eb1131d475ed",
"risk_score": 42.8,
"confidence": 0.78
} | null | null | null | null | null | No additional info | Vectra AI Alert: SQL Injection detected from 147.9.41.168 targeting N/A No additional info | {
"baseline_deviation": 1.48,
"entropy": 7.81,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 147.9.41.168 | N/A | SQL Injection | SIG-2909 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
eff2b857-570f-4093-bbcb-ccf07564b645 | 2025-01-29T18:33:01 | network | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|info| desc=Network connection from 159.134.131.126 to 138.48.16.43 No additional info | {
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "9d24400ee01b2c252189c08d10353d3ed2dfa45c1361619e4cfda4d2d1dca902",
"user_agent": "Opera/9.87.(X11; Linux i686; id-ID) Presto/2.9.187 Version/10.00",
"session_id": "b6e72360-f4d9-4106-a3f0-b1da9d131f0f",
"risk_score": 42.79,
"confidence": 0.01
} | null | connection | null | null | null | No additional info | Network connection from 159.134.131.126 to 138.48.16.43 No additional info | null | null | null | null | 159.134.131.126 | 138.48.16.43 | null | null | null | null | null | null | null | null | null | null | UDP | 438,198 | null | null | null |
b58e9499-b509-45df-8d14-f05b028fa1be | 2025-03-09T00:01:42 | iot | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor sensor_spoofing Unconventional IOC: UEFI variable tampering | {
"geo_location": "Panama",
"device_hash": "00c410fce97ae1258e5ce9f7dcf1b15db60ced98aca13e38ad17dcb71b640434",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/25.0.813.0 Safari/532.1",
"session_id": "055ed75c-8b36-4af4-a497-eb66e5669f6f",
"risk_score": 62.84,
"con... | null | sensor_spoofing | null | null | null | Unconventional IOC: UEFI variable tampering | IoT device Sensor sensor_spoofing Unconventional IOC: UEFI variable tampering | null | Sensor | iot-df594377 | 7.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e34df50b-79a6-4119-9a7e-182632a11c2e | 2025-03-13T16:06:54 | ids_alert | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|high| desc=Palo Alto Cortex Alert: Brute Force detected from 108.47.202.21 targeting 89.51.146.212 No additional info noise=F7238483 | {
"geo_location": "Northern Mariana Islands",
"device_hash": "c99350a213b0e19af05644c6d1ecd88d4b6d055e68091ddf447071d7ae2c4007",
"user_agent": "Opera/8.96.(X11; Linux i686; wae-CH) Presto/2.9.170 Version/11.00",
"session_id": "bbb2e45e-282f-4dfd-b5ec-26bcee4e6129",
"risk_score": 57.27,
"confidence": 0.25
} | null | null | null | null | null | No additional info | Palo Alto Cortex Alert: Brute Force detected from 108.47.202.21 targeting 89.51.146.212 No additional info | null | null | null | null | 108.47.202.21 | 89.51.146.212 | Brute Force | SIG-7527 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
9da52d3a-4c13-44b4-a9dc-25f8c797bb7d | 2025-04-05T19:34:05 | iot | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat battery_drain No additional info noise=tags/app/tags | {
"geo_location": "Russian Federation",
"device_hash": "e3dc3335a16cc1484b29b34bb7e03793",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/35.0.870.0 Safari/534.2",
"session_id": "083cd719-cb3d-4e17-9d2f-64779a69213b",
"risk_score": 64.56,
"confidence": 0.76
} | null | battery_drain | null | null | null | No additional info | IoT device Thermostat battery_drain No additional info | null | Thermostat | iot-f1b78a25 | 8.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8d0523c4-7e0c-42da-8b8f-0981e6b99a79 | 2025-03-29T10:18:55 | endpoint | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|low| desc=Endpoint registry_change /another/if.numbers by daviddavis No additional info | {
"geo_location": "Montserrat",
"device_hash": "68093e711f96c308ec4630ab0cf7a7ad",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Trident/4.0)",
"session_id": "1000cef7-b2ac-4360-a56f-a038d7da3c32",
"risk_score": 63.8,
"confidence": 0.06
} | daviddavis | registry_change | /another/if.numbers | 2,980 | cmd.exe | No additional info | Endpoint registry_change /another/if.numbers by daviddavis No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b32592fb-c155-49b4-90a7-f91f866db9dc | 2025-06-20T19:00:22 | 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 Sensor unusual_activity No additional info | {
"geo_location": "Nepal",
"device_hash": "d3a5bb85b97b6ec17c204542b3d508d736091f86",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/532.50.7 (KHTML, like Gecko) Version/5.1 Safari/532.50.7",
"session_id": "90eb99fa-d73f-49d4-a139-1803b72b2937",
"risk_score": 59.64,
"confidence": 0.01
... | null | unusual_activity | null | null | null | No additional info | IoT device Sensor unusual_activity No additional info | null | Sensor | iot-ab199c45 | 9.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e990618f-6d2e-40c4-a31b-b5d7a9093fd4 | 2028-08-04T13:02:59 | network | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|critical| desc=Network disconnection from 182.138.136.66 to 10.169.105.246 No additional info noise=SW1wcm92ZS4= | {
"geo_location": "Saint Kitts and Nevis",
"device_hash": "6ada391d87058dcfec4b47a69a9134e4f788cec1c69c760187657c633261fd3a",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; cv-RU; rv:1.9.0.20) Gecko/2240-05-05 15:36:21 Firefox/9.0",
"session_id": "2d78ec87-adf5-44b8-b55a-db15203d2a49",
"risk_score": 49.2,
"con... | null | disconnection | null | null | null | No additional info | Network disconnection from 182.138.136.66 to 10.169.105.246 No additional info | null | null | null | null | 182.138.136.66 | 10.169.105.246 | null | null | null | null | null | null | null | null | null | null | HTTPS | 189,039 | null | null | null |
a0229484-63b6-48c6-892f-e65d0ba5f953 | 2025-03-14T19:44:00 | firewall | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|info| desc=Firewall inspect DNS traffic from 105.191.249.229:184 to 180.172.89.209:110 No additional info | {
"geo_location": "Mexico",
"device_hash": "26b35a88a90a650fd98451ce3c422cfe487d217bf0053affef24ca3ee05b69bb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Win 9x 4.90; Trident/4.0)",
"session_id": "b0d69441-c7c4-4433-bb67-d63f3c370faf",
"risk_score": 34.75,
"confidence": 0.58
} | null | inspect | null | null | null | No additional info | Firewall inspect DNS traffic from 105.191.249.229:184 to 180.172.89.209:110 No additional info | null | null | null | null | 105.191.249.229 | 180.172.89.209 | null | null | null | null | null | null | null | null | 184 | 110 | DNS | 810,284 | 1,969 | null | null |
f4467609-703c-4b9b-b0ec-6a9d50fad544 | 2025-06-05T14:28:37 | auth | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|low| desc=Auth failed for vkelly via key from 69.183.254.110 No additional info | {
"geo_location": "French Southern Territories",
"device_hash": "2f7a0c465ba1a19083a36a43aca160d9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/3.0)",
"session_id": "43d7b049-4948-4d54-9743-ccf5384d2a1f",
"risk_score": 57.47,
"confidence": 0.51
} | vkelly | failed | null | null | null | No additional info | Auth failed for vkelly via key from 69.183.254.110 No additional info | null | null | null | null | 69.183.254.110 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 2d:db:41:fb:1e:ad |
1a7b8c51-4000-4858-988f-6510ce0fe349 | 2025-04-13T23:48:01 | iot | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|info| desc=IoT device HVAC firmware_update No additional info | {
"geo_location": "Russian Federation",
"device_hash": "2a70e8ea98acc1b39caaec66d729db2c",
"user_agent": "Opera/8.61.(X11; Linux i686; ko-KR) Presto/2.9.181 Version/12.00",
"session_id": "00dc9ecd-e0b0-4afa-ac5d-97a0f5f3d9ad",
"risk_score": 50.44,
"confidence": 0.09
} | null | firmware_update | null | null | null | No additional info | IoT device HVAC firmware_update No additional info | null | HVAC | iot-d3fb1460 | 6.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0c5517ad-f89e-42e1-a721-a4ff1a2851bc | 2025-05-11T18:39:13 | ids_alert | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|high| desc=QRadar Alert: Port Scan detected from 12.98.190.61 targeting 32.144.59.216 MITRE Technique: T1204.002 | {
"geo_location": "Congo",
"device_hash": "e033a332b5ee15126a9674653279d517a699cb3e50e01432f7104ef4678ef361",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/5.0)",
"session_id": "dbb05246-bfff-4a94-93f2-c0e4f85660e4",
"risk_score": 55.38,
"confidence": 0.62
} | null | null | null | null | null | MITRE Technique: T1204.002 | QRadar Alert: Port Scan detected from 12.98.190.61 targeting 32.144.59.216 MITRE Technique: T1204.002 | null | null | null | null | 12.98.190.61 | 32.144.59.216 | Port Scan | SIG-7751 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
0b9ddb6d-1a56-4b6a-b489-a9a8d6bc6fde | 2025-05-08T05:24:29 | cloud | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|high| desc=Cloud config_change in GCP by harrisrachel No additional info | {
"geo_location": "Cyprus",
"device_hash": "2acaa43496640a2e4ed3d47311e30027e46cbe09b16bb6869c6bf6375706d7e9",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1_1 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/20.0.815.0 Mobile/82Z840 Safari/535.2",
"session_id": "cbcb791b-fc7f-4bdf-bb5e-5e69aa11a6... | harrisrachel | config_change | null | null | null | No additional info | Cloud config_change in GCP by harrisrachel No additional info | null | null | null | null | null | null | null | null | null | GCP | res-18cc7dcb | null | null | null | null | null | null | null | null | null | null |
56313240-af35-489e-b235-6c37e9d4eb9d | 2025-06-22T06:04:31 | auth | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|low| desc=Auth challenge for fmoore via key from 12.206.35.8 MITRE Technique: T1078.004 | {
"geo_location": "Iran",
"device_hash": "2443d3de910314102ecbffa5f57fe59fbd200372330701f27ba9c2c57f93de0b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/531.32.7 (KHTML, like Gecko) Version/5.1 Safari/531.32.7",
"session_id": "7cb1fc84-dcea-4bb6-91ba-0b729eb3f5d3",
"risk_score": 100,
... | fmoore | challenge | null | null | null | MITRE Technique: T1078.004 | Auth challenge for fmoore via key from 12.206.35.8 MITRE Technique: T1078.004 | null | null | null | null | 12.206.35.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 76:4b:d0:c9:33:80 |
47c308ec-2ef6-4d2f-9607-10bc1eb5686f | 2025-05-14T08:16:04 | firewall | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only HTTPS traffic from 99.32.107.249:281 to 10.127.219.128:196 No additional info noise=Q2hhcmFjdGVyLg== | {
"geo_location": "Dominica",
"device_hash": "24f5861fd970fedd3f330f570f233de543aa87fe9e04eb62bf9fc282bbd6fb9a",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/531.3.1 (KHTML, like Gecko) Version/4.0.4 Safari/531.3.1",
"session_id": "7876a36f-ad52-406d-8940-773544aa7876",
"risk_score": 24... | null | log-only | null | null | null | No additional info | Firewall log-only HTTPS traffic from 99.32.107.249:281 to 10.127.219.128:196 No additional info | null | null | null | null | 99.32.107.249 | 10.127.219.128 | null | null | null | null | null | null | null | null | 281 | 196 | HTTPS | 579,411 | 1,575 | null | null |
8146268f-d24a-4f01-ba99-1819dcf088ea | 2024-04-05T15:17:26 | endpoint | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint persistence_mechanism sport by amanda21 No additional info | {
"geo_location": "Burkina Faso",
"device_hash": "82d90971ac0454c6b5074aa6fafa07755e2544a9566da2c11e0c6df9c9ed8409",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/40.0.859.0 Safari/531.1",
"session_id": "8be4b06b-a931-48e4-9b5e-bb547224f36b",
"risk_score": 29.72,
... | amanda21 | persistence_mechanism | sport | 2,658 | powershell.exe | No additional info | Endpoint persistence_mechanism sport by amanda21 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
86dbeded-eeb6-49e7-a2c0-95bfaa45260d | 2029-11-16T08:30:40 | ids_alert | FireEye HX v4.5.0 | emergency | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|emergency| desc=FireEye HX Alert: Port Scan detected from 128.124.141.70 targeting N/A No additional info | {
"geo_location": "Gibraltar",
"device_hash": "e1c9a0d28066fea1e15caedac8ee740b",
"user_agent": "Opera/9.31.(Windows NT 5.2; tl-PH) Presto/2.9.177 Version/10.00",
"session_id": "f3a516a6-01b2-4795-a19d-ce95d5098e2f",
"risk_score": 52.75,
"confidence": 0.98
} | null | null | null | null | null | No additional info | FireEye HX Alert: Port Scan detected from 128.124.141.70 targeting N/A No additional info | null | null | null | null | 128.124.141.70 | N/A | Port Scan | SIG-7917 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
2f1d9d5b-0ff2-4a5b-abbd-24b874530f7e | 2025-05-18T04:13:59 | ids_alert | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|medium| desc=OSSEC Alert: Port Scan detected from 17.250.100.205 targeting 145.53.43.205 MITRE Technique: T1059.001 | {
"geo_location": "India",
"device_hash": "711efab4cb6afa77a3ec098dd2cc1df0",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; fy-NL) AppleWebKit/535.27.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6535.27.6",
"session_id": "731d5913-a668-4d82-ba9a-91aa3e32475f",
"risk_score": ... | null | null | null | null | null | MITRE Technique: T1059.001 | OSSEC Alert: Port Scan detected from 17.250.100.205 targeting 145.53.43.205 MITRE Technique: T1059.001 | null | null | null | null | 17.250.100.205 | 145.53.43.205 | Port Scan | SIG-9954 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
f941d9b2-c3f3-431d-aa19-53415fc6f0d7 | 2025-04-25T11:25:31 | cloud | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|high| desc=Cloud crypto_mining in OCI by amandamoore MITRE Technique: T1218.011 noise=U3BhY2Uu | {
"geo_location": "Portugal",
"device_hash": "d60fd1bfd1ca37ead934c74245b317ef",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2.2) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/33.0.891.0 Safari/532.0",
"session_id": "b1ecf23f-5a93-4199-9a65-dad04155961c",
"risk_score": 36.63,
"confidence": 0.72
} | amandamoore | crypto_mining | null | null | null | MITRE Technique: T1218.011 | Cloud crypto_mining in OCI by amandamoore MITRE Technique: T1218.011 | null | null | null | null | null | null | null | null | null | OCI | res-00b1feb6 | null | null | null | null | null | null | null | null | null | null |
4a70d834-c4a1-4cfc-a22b-f7841b83eb83 | 2025-05-08T06:18:58 | network | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|low| desc=Network beaconing from 201.244.255.151 to 175.234.101.90 No additional info | {
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "8c0b0f93b0f9c377776f15f54f7557e09e5fb7c5c0c684b012537d2a6778643f",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_3 rv:4.0; ku-TR) AppleWebKit/534.36.3 (KHTML, like Gecko) Version/5.0.1 Safari/534.36.3",
"session_id": "f... | null | beaconing | null | null | null | No additional info | Network beaconing from 201.244.255.151 to 175.234.101.90 No additional info | null | null | null | null | 201.244.255.151 | 175.234.101.90 | null | null | null | null | null | null | null | null | null | null | ICMP | 281,854 | null | null | null |
4498d568-4115-4e4d-843c-b6097901e148 | 2025-07-05T08:53:37 | firewall | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine DNS traffic from 146.98.118.33:981 to 128.56.190.248:519 No additional info | {
"geo_location": "Holy See (Vatican City State)",
"device_hash": "9bff0a604d442cf38560a38170e88802",
"user_agent": "Mozilla/5.0 (Android 5.1.1; Mobile; rv:9.0) Gecko/9.0 Firefox/9.0",
"session_id": "87ea299d-224f-4c3b-b636-09443bb6fc91",
"risk_score": 37.04,
"confidence": 0.81
} | null | quarantine | null | null | null | No additional info | Firewall quarantine DNS traffic from 146.98.118.33:981 to 128.56.190.248:519 No additional info | null | null | null | null | 146.98.118.33 | 128.56.190.248 | null | null | null | null | null | null | null | null | 981 | 519 | DNS | 992,214 | 2,471 | null | null |
0812226f-1b11-4e22-90eb-0fe63dea16e0 | 2025-03-31T08:25:58 | network | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|medium| desc=Network covert_channel from 212.252.180.132 to 45.14.15.87 MITRE Technique: T1078.004 noise=TWFjaGluZS4= | {
"geo_location": "Mongolia",
"device_hash": "f932f2de959d22248d1f27f8acdcb38a",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/41.0.873.0 Safari/536.2",
"session_id": "a2cc8ac5-8f1c-4c73-bd88-17a85a1db945",
"risk_score": 43.41,
"confidence": 0.84
} | null | covert_channel | null | null | null | MITRE Technique: T1078.004 | Network covert_channel from 212.252.180.132 to 45.14.15.87 MITRE Technique: T1078.004 | null | null | null | null | 212.252.180.132 | 45.14.15.87 | null | null | null | null | null | null | null | null | null | null | HTTPS | 70,129 | null | null | null |
1d1be354-faad-445e-99d0-5ff0ece75efc | 2025-01-26T20:38:56 | 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 Sensor firmware_update MITRE Technique: T1574.002 | Associated Threat Actor: APT38 | Unconventional IOC: CPU microcode changes | {
"geo_location": "Pakistan",
"device_hash": "a8cc05ccb7e0b9934ebe681feeeb40e798e55c52",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/3.0)",
"session_id": "45637dcf-677c-4756-8f91-de67b2d16906",
"risk_score": 37.81,
"confidence": 0.49
} | null | firmware_update | null | null | null | MITRE Technique: T1574.002 | Associated Threat Actor: APT38 | Unconventional IOC: CPU microcode changes | IoT device Sensor firmware_update MITRE Technique: T1574.002 | Associated Threat Actor: APT38 | Unconventional IOC: CPU microcode changes | null | Sensor | iot-923fb122 | 10.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f2fb1d3e-4c5e-4645-ac4f-1f28deb06f39 | 2025-04-22T14:17:16 | ai | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by william61 No additional info | {
"geo_location": "Iraq",
"device_hash": "b7a059df136f8d084e6173fbdbdbe090",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_2 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) CriOS/42.0.886.0 Mobile/98C589 Safari/535.1",
"session_id": "d68ed292-0200-4b36-8d1a-e026459cccc1",
"risk_score": 37.42,
"c... | william61 | prompt_injection | null | null | null | No additional info | AI system prompt_injection by william61 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-db826b36 | 858e020d62bed94c83a5e6dd83aa32b9d8bde064 | e5b539866e5a7f5a861eb62df9c4b7524404526c | null | null | null | null | null | null | null |
b2fe6601-bc44-4855-8522-9273a04a0b26 | 2025-04-23T15:41:56 | endpoint | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_stop home by htate No additional info | {
"geo_location": "Madagascar",
"device_hash": "1997ac75187df5a87950561b7f79b38d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/531.39.3 (KHTML, like Gecko) Version/4.0.4 Safari/531.39.3",
"session_id": "70aeac2d-4247-4fb2-bcc9-7533266487c7",
"risk_score": 20.79,
"confidence": 0.82
} | htate | process_stop | home | 189 | explorer.exe | No additional info | Endpoint process_stop home by htate No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b76bfc4d-1547-48cf-b7a7-ac2201e5bc30 | 2021-05-25T21:09:33 | ids_alert | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|critical| desc=OSSEC Alert: Supply Chain Compromise detected from 132.118.240.157 targeting 4.148.111.122 MITRE Technique: T1078.004 | {
"geo_location": "Iran",
"device_hash": "e80d56da674a4eeb238861a15ede4802ee870ad1",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_9; rv:1.9.4.20) Gecko/3881-07-15 17:55:55 Firefox/12.0",
"session_id": "d79203bb-d2c6-423b-942e-0fd4be8035d2",
"risk_score": 45.5,
"confidence": 0.29
} | null | null | null | null | null | MITRE Technique: T1078.004 | OSSEC Alert: Supply Chain Compromise detected from 132.118.240.157 targeting 4.148.111.122 MITRE Technique: T1078.004 | null | null | null | null | 132.118.240.157 | 4.148.111.122 | Supply Chain Compromise | SIG-4668 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
dad02827-d159-4d4a-b2a3-c3161b34bff6 | 2025-05-27T05:20:07 | network | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|info| desc=Network beaconing from 79.200.70.129 to 98.160.254.86 MITRE Technique: T1059.005 | {
"geo_location": "British Virgin Islands",
"device_hash": "cb669f46cfd0618784b1c5ec7bc5934d292fa92c563fcec105ef36f068d85a96",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/6309-07-12 14:16:14 Firefox/8.0",
"session_id": "a0a619f5-8b2d-4ae0-8022-ca3dbfece27e",
"risk_score": 45.98,
"confide... | null | beaconing | null | null | null | MITRE Technique: T1059.005 | Network beaconing from 79.200.70.129 to 98.160.254.86 MITRE Technique: T1059.005 | null | null | null | null | 79.200.70.129 | 98.160.254.86 | null | null | null | null | null | null | null | null | null | null | HTTPS | 662,320 | null | null | null |
45c9d1de-a414-4e4b-b434-b3aa3a4c75a7 | 2025-05-13T05:17:07 | ai | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by robertskristin No additional info | {
"geo_location": "Norway",
"device_hash": "db3e3ec17b72e0301dbbaa4c6451866f",
"user_agent": "Mozilla/5.0 (Linux; Android 7.1.2) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/19.0.882.0 Safari/536.1",
"session_id": "3ac643e8-556d-4640-bd4f-6c135282a5eb",
"risk_score": 29.32,
"confidence": 0.73
} | robertskristin | prompt_injection | null | null | null | No additional info | AI system prompt_injection by robertskristin No additional info | null | null | null | null | null | null | null | null | null | null | null | model-401a0703 | 1ce2ef0ab9d9516534aead7d4f18eda880ffd19e9346fc0555734fdf9d13bef5 | a63fdd0f1b0a0bfabad41b24e22b4007abc16ebc87d738ae2b444f306a50c014 | null | null | null | null | null | null | null |
cacdf5d4-b0fb-44ba-b710-cc5965dee629 | 2025-03-18T19:31:38 | firewall | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop NTP traffic from 38.107.139.179:260 to 212.159.194.141:636 MITRE Technique: T1547.001 | {
"geo_location": "Barbados",
"device_hash": "62cd708f8b87d2d4ae7794ff2cc5d4a4c8a244605724e211f802add5212052ec",
"user_agent": "Opera/9.37.(X11; Linux x86_64; lt-LT) Presto/2.9.164 Version/12.00",
"session_id": "b73a475a-8d7a-4014-9d05-3e29c6778178",
"risk_score": 56.88,
"confidence": 0.57
} | null | drop | null | null | null | MITRE Technique: T1547.001 | Firewall drop NTP traffic from 38.107.139.179:260 to 212.159.194.141:636 MITRE Technique: T1547.001 | null | null | null | null | 38.107.139.179 | 212.159.194.141 | null | null | null | null | null | null | null | null | 260 | 636 | NTP | 995,656 | 3,524 | null | null |
d82ea18d-6f47-4954-99a4-931083af075e | 2025-05-27T16:19:50 | ai | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by xbutler Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Montserrat",
"device_hash": "7b918b7c47ddaac349fa413bc3861c8f1219321c0e58622ea37baf474cfd3562",
"user_agent": "Opera/8.99.(X11; Linux x86_64; pl-PL) Presto/2.9.187 Version/12.00",
"session_id": "ccd4563b-0bea-4ee4-989a-fe48399ded0a",
"risk_score": 39.9,
"confidence": 0.05
} | xbutler | prompt_injection | null | null | null | Unconventional IOC: Thermal sensor anomalies | AI system prompt_injection by xbutler Unconventional IOC: Thermal sensor anomalies | null | null | null | null | null | null | null | null | null | null | null | model-3b0280dd | 7edea66a33515e3346413cea4066f1e1ea82775febd8b0ab53dce466cd7cfba4 | 8d732fcf0d7f882b8e5c04df3c69a1af | null | null | null | null | null | null | null |
a896a092-118a-48e5-bc4c-e6ca02c9e5b7 | 2025-05-10T17:24:42 | iot | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|info| desc=IoT device Medical command_injection Associated Threat Actor: Wizard Spider | {
"geo_location": "Poland",
"device_hash": "0c29b76160ae3402e9119e00d1d81687ba293cbafc23c7091f10a1e8dcd830cf",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/533.42.2 (KHTML, like Gecko) Version/5.0 Safari/533.42.2",
"session_id": "317d3223-d831-4596-bce0-ea49e7b7cbdb",
"risk_score": 63.... | null | command_injection | null | null | null | Associated Threat Actor: Wizard Spider | IoT device Medical command_injection Associated Threat Actor: Wizard Spider | {
"baseline_deviation": 1.8,
"entropy": 5.11,
"frequency_anomaly": false,
"sequence_anomaly": true
} | Medical | iot-3c2c1a02 | 4.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
30f1ba94-4052-433e-bb5a-ab0de0cabc37 | 2025-07-01T06:37:29 | network | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|medium| desc=Network connection from 14.177.172.119 to 76.208.146.132 MITRE Technique: T1071.001 | {
"geo_location": "Suriname",
"device_hash": "382726c8cf650467c68d3281a084b90b59a66c6ae2c07c968631e487c0c8a423",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 9_3_6 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) CriOS/23.0.864.0 Mobile/32U216 Safari/532.0",
"session_id": "43a3b30b-43b2-4167-9edb-587833590... | null | connection | null | null | null | MITRE Technique: T1071.001 | Network connection from 14.177.172.119 to 76.208.146.132 MITRE Technique: T1071.001 | null | null | null | null | 14.177.172.119 | 76.208.146.132 | null | null | null | null | null | null | null | null | null | null | HTTP | 972,119 | null | null | null |
a779f6a5-8a3d-4bd8-8a6d-73cf964161b5 | 2025-03-12T12:22:29 | ids_alert | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|medium| desc=Palo Alto Cortex Alert: Cloud API Abuse detected from 44.178.13.38 targeting 154.223.186.128 No additional info noise=QWxvbmUu | {
"geo_location": "Korea",
"device_hash": "5ee975172bc5aed8da01ed29be1ed080",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_0 rv:6.0; nds-DE) AppleWebKit/535.30.2 (KHTML, like Gecko) Version/5.0.4 Safari/535.30.2",
"session_id": "3f6c4d19-d437-4ae3-839b-d06974fea3a4",
"risk_score": 89.87,
"c... | null | null | null | null | null | No additional info | Palo Alto Cortex Alert: Cloud API Abuse detected from 44.178.13.38 targeting 154.223.186.128 No additional info | null | null | null | null | 44.178.13.38 | 154.223.186.128 | Cloud API Abuse | SIG-3965 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
e15b2315-ada8-4af7-b984-bcdee4529f60 | 2025-06-01T00:01:41 | endpoint | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec /pick/total.bmp by elizabethwheeler Associated Threat Actor: Equation Group | {
"geo_location": "Azerbaijan",
"device_hash": "dfe081298f7afe9388afba67b15d65c95d195975",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_0 rv:3.0; mi-NZ) AppleWebKit/533.23.6 (KHTML, like Gecko) Version/5.0 Safari/533.23.6",
"session_id": "561c700b-3073-45c4-924a-a71db21002c4",
"risk_score": 81.... | elizabethwheeler | wmi_exec | /pick/total.bmp | 7,578 | explorer.exe | Associated Threat Actor: Equation Group | Endpoint wmi_exec /pick/total.bmp by elizabethwheeler Associated Threat Actor: Equation Group | {
"baseline_deviation": 1.68,
"entropy": 7.92,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7f2c50b7-b548-4cbb-8ceb-25da8cc022aa | 2025-05-16T16:59:41 | network | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 169.138.221.208 to 22.105.37.192 No additional info noise=various|enter|throughout | {
"geo_location": "French Southern Territories",
"device_hash": "ce14c565ac261332993dc7c0ad3d70ed",
"user_agent": "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/46.0.824.0 Safari/536.0",
"session_id": "a14af0da-89f7-4aae-8d0d-02c62daa6fd1",
"risk_score": 62.27,
"confidence": 0.4
... | null | latency_spike | null | null | null | No additional info | Network latency_spike from 169.138.221.208 to 22.105.37.192 No additional info | null | null | null | null | 169.138.221.208 | 22.105.37.192 | null | null | null | null | null | null | null | null | null | null | UDP | 664,598 | null | null | null |
d17a0480-7376-42b4-ba59-6580111db26f | 2025-03-18T04:32:52 | ai | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by lawrence76 MITRE Technique: T1110.003 noise=FBBA5D93 | {
"geo_location": "Haiti",
"device_hash": "8adc52c928de6fa6105a9d676caf931900aba4cf",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 4.0; Trident/4.1)",
"session_id": "f66c4ac1-34c6-4911-8f90-e37e59575482",
"risk_score": 57.83,
"confidence": 0.85
} | lawrence76 | membership_inference | null | null | null | MITRE Technique: T1110.003 | AI system membership_inference by lawrence76 MITRE Technique: T1110.003 | null | null | null | null | null | null | null | null | null | null | null | model-8429fe3b | 6a8de623b7525a48b04c9cbba6c128336ad30e50 | ac6349edafb9477a03439743366ee97ce10472d5 | null | null | null | null | null | null | null |
bcea692e-17e6-4e97-9c7b-bc6d6384cf42 | 2025-06-14T19:42:23 | ai | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|info| desc=AI system api_abuse by david54 MITRE Technique: T1190 | {
"geo_location": "Bangladesh",
"device_hash": "1a027b98fca3647726c8b249174b694d3678f948ea0efdc236f33da7e35c1803",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/3.0)",
"session_id": "ae76375a-0689-4c89-86fe-5404fb92de16",
"risk_score": 53.83,
"confidence": 0.45
} | david54 | api_abuse | null | null | null | MITRE Technique: T1190 | AI system api_abuse by david54 MITRE Technique: T1190 | null | null | null | null | null | null | null | null | null | null | null | model-1d646c0b | 8052d48f41b93a859bc149af859dd2c2 | 11ae6b4572a07abdb8b1acf5889b03170ed57ced3dc11e0cb59ff72f387da3c8 | null | null | null | null | null | null | null |
3ca09ee9-a9e5-4734-9086-a29b9aa0cc9f | 2025-01-29T04:36:00 | firewall | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine HTTPS traffic from 173.149.5.94:491 to 184.230.7.34:723 Associated Threat Actor: APT29 | {
"geo_location": "Ecuador",
"device_hash": "47fce3ae8ef2bb9af8a42d101e24c1bb",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/3826-03-12 09:30:40 Firefox/3.6.3",
"session_id": "5e1f1810-7736-4208-82bf-c0e182a543ba",
"risk_score": 18.25,
"confidence": 0.82
} | null | quarantine | null | null | null | Associated Threat Actor: APT29 | Firewall quarantine HTTPS traffic from 173.149.5.94:491 to 184.230.7.34:723 Associated Threat Actor: APT29 | null | null | null | null | 173.149.5.94 | 184.230.7.34 | null | null | null | null | null | null | null | null | 491 | 723 | HTTPS | 542,566 | 1,120 | null | null |
000f4757-61ac-46e9-bda8-361634839316 | 2025-05-29T06:06:04 | endpoint | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint wmi_exec miss by elizabeth72 No additional info | {
"geo_location": "Japan",
"device_hash": "a936cf3de5007dd727f62fdbfb1ba977",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.1; Trident/3.0)",
"session_id": "a4182a20-eb7b-4e00-bc3f-04b0b71740d6",
"risk_score": 38.61,
"confidence": 0.22
} | elizabeth72 | wmi_exec | miss | 8,177 | svchost.exe | No additional info | Endpoint wmi_exec miss by elizabeth72 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
daf79e23-304c-4bc5-9302-09d9f4ac634e | 2025-05-08T17:47:22 | endpoint | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint persistence_mechanism exist by moranpatricia MITRE Technique: T1574.002 | Associated Threat Actor: Conti | Fileless execution detected | {
"geo_location": "Georgia",
"device_hash": "22e4bc6fd7cdd0cbc6c8578f1f2a682c",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/533.1.1 (KHTML, like Gecko) Version/5.0.1 Safari/533.1.1",
"session_id": "df113cf0-ac62-4169-a765-48774b29c909",
"risk_score": 43.35,
"confidence": 0.77
} | moranpatricia | persistence_mechanism | exist | 9,381 | powershell.exe | MITRE Technique: T1574.002 | Associated Threat Actor: Conti | Fileless execution detected | Endpoint persistence_mechanism exist by moranpatricia MITRE Technique: T1574.002 | Associated Threat Actor: Conti | Fileless execution detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9b1aa0f0-4d2f-45ca-a02c-b15054a0d442 | 2022-11-24T23:16:42 | network | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|high| desc=Network disconnection from 217.11.199.119 to 78.171.146.200 MITRE Technique: T1190 noise=first|onto|something | {
"geo_location": "Taiwan",
"device_hash": "d134508c9dc0479a001e5b89148aa8e2",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_9 rv:5.0; tig-ER) AppleWebKit/533.44.5 (KHTML, like Gecko) Version/4.0.1 Safari/533.44.5",
"session_id": "574ca4e5-87bc-4e25-bf96-5a0b3c902658",
"risk_score": 48.74,
"... | null | disconnection | null | null | null | MITRE Technique: T1190 | Network disconnection from 217.11.199.119 to 78.171.146.200 MITRE Technique: T1190 | null | null | null | null | 217.11.199.119 | 78.171.146.200 | null | null | null | null | null | null | null | null | null | null | HTTP | 601,604 | null | null | null |
b2a41a23-ee2a-4a12-a7aa-5927426af001 | 2025-05-12T14:53:21 | iot | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera battery_drain No additional info | {
"geo_location": "Bhutan",
"device_hash": "1f7394f47b479715e2b02fc44a973c2c",
"user_agent": "Mozilla/5.0 (Linux; Android 7.1.2) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/55.0.809.0 Safari/535.2",
"session_id": "2b7be368-7299-4256-9911-eb97ebb47f60",
"risk_score": 36.73,
"confidence": 0.2
} | null | battery_drain | null | null | null | No additional info | IoT device Camera battery_drain No additional info | null | Camera | iot-a77e92c9 | 4.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1e671680-9acb-4be2-8984-d82c681c5030 | 2025-01-18T16:13:24 | ai | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|critical| desc=AI system training_data_poisoning by kkelley No additional info | {
"geo_location": "Eritrea",
"device_hash": "f5933642dceab0deb44ec3c34ce56d828d073e8fa3bb9804bad166376d378c28",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.1; Trident/5.1)",
"session_id": "2e3da371-f4d4-45af-bfaf-2a0ac8f53ec4",
"risk_score": 78.75,
"confidence": 0.86
} | kkelley | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by kkelley No additional info | null | null | null | null | null | null | null | null | null | null | null | model-d562725d | 45d2df55805d8052d62982434e8458b3a472e9c0 | 46141d92cd4e24139f9b9b110c367ddf34aded51bc3a5dccd6756834ecffa155 | null | null | null | null | null | null | null |
5d0c28c0-d199-4401-983c-f6b523ac1d95 | 2025-06-29T17:49:25 | endpoint | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint powershell_exec /paper/matter.gif by brandondavis No additional info noise=blog/list/search | {
"geo_location": "Russia",
"device_hash": "faf3f91e315a7283e04d2f6305a582ca2c01daad6822fe7494bb74ffdd7e3b2f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.0; Trident/3.1)",
"session_id": "4aa828c0-60f5-4ccf-9a5e-443c8a976e20",
"risk_score": 81.03,
"confidence": 0.12
} | brandondavis | powershell_exec | /paper/matter.gif | 3,747 | svchost.exe | No additional info | Endpoint powershell_exec /paper/matter.gif by brandondavis No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c0b2b04c-d79b-43a4-9878-d90aa5c41933 | 2025-02-17T05:12:15 | ids_alert | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|low| desc=Trellix Alert: MFA Bypass detected from 76.119.197.165 targeting 48.247.222.3 MITRE Technique: T1078.004 | Associated Threat Actor: APT38 | {
"geo_location": "Ukraine",
"device_hash": "d2fc8ae12550027a167632f8f84c5d744d6f5e56",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/4.1)",
"session_id": "4bb6f520-5b4f-40e4-a1d7-698efaac6562",
"risk_score": 70.63,
"confidence": 0.21
} | null | null | null | null | null | MITRE Technique: T1078.004 | Associated Threat Actor: APT38 | Trellix Alert: MFA Bypass detected from 76.119.197.165 targeting 48.247.222.3 MITRE Technique: T1078.004 | Associated Threat Actor: APT38 | null | null | null | null | 76.119.197.165 | 48.247.222.3 | MFA Bypass | SIG-9123 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
864c276e-ad40-4967-9699-ff8fabafd915 | 2025-03-01T21:56:53 | iot | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera side_channel No additional info | {
"geo_location": "Bolivia",
"device_hash": "61157984712fd2723a6fce6a94ddde5b0b95224a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.2; Trident/4.1)",
"session_id": "505c4c12-d3a4-4a5a-ae21-c06cbb2f4737",
"risk_score": 62.98,
"confidence": 0.4
} | null | side_channel | null | null | null | No additional info | IoT device Camera side_channel No additional info | null | Camera | iot-e2db2a79 | 10.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8697c988-9a86-48bf-885a-6680c5261609 | 2029-03-20T21:12:12 | auth | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|low| desc=Auth locked for alamb via SAML from 47.154.1.30 No additional info | {
"geo_location": "Israel",
"device_hash": "0bf38ccdaa8b68a8565d592194fed4f2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.2; Trident/3.1)",
"session_id": "b51fe492-78aa-46a0-9370-6dd9aeb1ab5c",
"risk_score": 33.93,
"confidence": 0.27
} | alamb | locked | null | null | null | No additional info | Auth locked for alamb via SAML from 47.154.1.30 No additional info | null | null | null | null | 47.154.1.30 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 2d:85:88:79:f2:93 |
54933031-222c-498b-a415-a846054e781f | 2025-01-19T20:28:58 | ai | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|low| desc=AI system training_data_poisoning by heathercochran MITRE Technique: T1543.003 | {
"geo_location": "Liechtenstein",
"device_hash": "8b993cfef4d1804af28eeb01b449ba9b",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) FxiOS/11.7j8761.0 Mobile/73O394 Safari/531.0",
"session_id": "7af5443d-0e95-48e8-ab90-171d382acbdc",
"risk_score": 72.61... | heathercochran | training_data_poisoning | null | null | null | MITRE Technique: T1543.003 | AI system training_data_poisoning by heathercochran MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | null | null | model-e7e175fc | e579703f4c9b974d3f1b3365b1c069d3 | 87525e85e15c6bf0f7a50aa1be2f87f4c3bd04f5 | null | null | null | null | null | null | null |
1d7095af-283b-4044-a3ab-352753f65784 | 2025-05-18T20:19:02 | cloud | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|high| desc=Cloud container_escape in GCP by hamiltonkendra No additional info noise=history|trip|maybe | {
"geo_location": "France",
"device_hash": "5eda04d19122de176b16bc4234541b9d",
"user_agent": "Mozilla/5.0 (Android 4.1.1; Mobile; rv:21.0) Gecko/21.0 Firefox/21.0",
"session_id": "6adbe646-feb0-43a8-974b-9301030f7c9a",
"risk_score": 50.29,
"confidence": 0.08
} | hamiltonkendra | container_escape | null | null | null | No additional info | Cloud container_escape in GCP by hamiltonkendra No additional info | null | null | null | null | null | null | null | null | null | GCP | res-74e2bed4 | null | null | null | null | null | null | null | null | null | null |
293cac31-9196-48a7-9251-97d85efa41b8 | 2025-03-15T10:35:03 | endpoint | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint scheduled_task whom by lewisdonna MITRE Technique: T1190 | {
"geo_location": "Albania",
"device_hash": "d310832ee931367d6467bf652e0b5c8e24a2dc46ec9485c1f0170b6dd404eb13",
"user_agent": "Opera/8.20.(X11; Linux i686; ko-KR) Presto/2.9.183 Version/11.00",
"session_id": "e442e256-ab5d-4f36-ac6a-bebf2d267631",
"risk_score": 59.32,
"confidence": 0.26
} | lewisdonna | scheduled_task | whom | 3,117 | svchost.exe | MITRE Technique: T1190 | Endpoint scheduled_task whom by lewisdonna MITRE Technique: T1190 | 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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