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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
c0b9ad43-16e9-4cf4-bfc9-9041e62a112b | 2025-07-03T20:11:58 | auth | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|high| desc=Auth bypass for xroth via SAML from 111.247.174.149 No additional info | {
"geo_location": "Norway",
"device_hash": "1e13d69a12bcee8f017258346609d76c5d3aa08a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 95; Trident/4.0)",
"session_id": "58be772a-125d-4ee7-aaf9-6caf1f9b6890",
"risk_score": 61.39,
"confidence": 0.08
} | 111.247.174.149 | null | null | null | null | No additional info | Auth bypass for xroth via SAML from 111.247.174.149 No additional info | bypass | null | null | xroth | null | null | null | null | null | null | null | null | null | null | SAML | 4f:a2:9c:88:5f:d9 | null | null | null | null | null |
482d84a3-0dbe-42d8-b658-6979486cd8ae | 2025-01-31T08:12:45 | ai | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by cassandra71 MITRE Technique: T1059.001 | Associated Threat Actor: APT34 | {
"geo_location": "Palau",
"device_hash": "0bf27af96eead06fc0f95017367b3f381a34ae90",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_0 rv:5.0; li-BE) AppleWebKit/534.14.7 (KHTML, like Gecko) Version/4.0.5 Safari/534.14.7",
"session_id": "d62dd922-84ce-4b72-98aa-bab89c8b6664",
"risk_score": 29.44,
"confidence": 0.53
} | null | null | null | null | null | MITRE Technique: T1059.001 | Associated Threat Actor: APT34 | AI system training_data_poisoning by cassandra71 MITRE Technique: T1059.001 | Associated Threat Actor: APT34 | training_data_poisoning | null | null | cassandra71 | null | null | null | null | null | null | null | null | null | null | null | null | model-ecb02821 | 668fb581acbd6d6f947bee95f06586073928a449 | 68a602195a352231909131a3fcd2c9ed | null | null |
603b20ec-f0bc-4de6-a45b-27e76549d746 | 2025-01-19T14:32:10 | auth | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|info| desc=Auth locked for elizabethbarnett via passwordless from 160.224.182.199 Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Antarctica (the territory South of 60 deg S)",
"device_hash": "d439c7dbdc6c71d493e83a074eb302056a907854",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_7; rv:1.9.2.20) Gecko/3539-07-21 14:48:25 Firefox/3.8",
"session_id": "7a8fc932-d356-4e73-8604-b9ae65b8daa4",
"risk_score": 18.87,
"confidence": 0.05
} | 160.224.182.199 | null | null | null | null | Unconventional IOC: Unusual DNS TXT records | Auth locked for elizabethbarnett via passwordless from 160.224.182.199 Unconventional IOC: Unusual DNS TXT records | locked | null | null | elizabethbarnett | null | null | null | null | null | null | null | null | null | null | passwordless | 26:72:f2:f7:af:ea | null | null | null | null | null |
edfdb5bd-eb83-4399-824e-0b21d74a64ec | 2025-05-30T12:02:50 | ai | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by sarah44 No additional info | {
"geo_location": "Ghana",
"device_hash": "583d427fece54b2bd62b5a82a6b7849e",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_0; rv:1.9.6.20) Gecko/8767-01-13 19:37:31 Firefox/3.8",
"session_id": "70f84363-e8ba-41fd-a996-5c8208b48b84",
"risk_score": 64.91,
"confidence": 0.02
} | null | null | null | null | null | No additional info | AI system adversarial_input by sarah44 No additional info | adversarial_input | null | null | sarah44 | null | null | null | {
"baseline_deviation": 0.92,
"entropy": 4.78,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | model-629a01d0 | b22f4ef64dfea46e59173b27a0b475840e67854f | 38bba5780d9ccb96aacbafebf75e974f71ddc565 | null | null |
100de1a2-de54-4751-bafc-2fe130b2164c | 2025-07-02T19:58:35 | network | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|critical| desc=Network latency_spike from 61.77.251.166 to 215.209.62.214 MITRE Technique: T1071.001 | {
"geo_location": "United States Virgin Islands",
"device_hash": "0f560a6ca369dd28010e2f030e6e8da8",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/26.0.856.0 Safari/535.0",
"session_id": "eec20ccb-b9ed-4f14-9fcf-fb349e87804e",
"risk_score": 23.62,
"confidence": 0.95
} | 61.77.251.166 | 215.209.62.214 | null | null | null | MITRE Technique: T1071.001 | Network latency_spike from 61.77.251.166 to 215.209.62.214 MITRE Technique: T1071.001 | latency_spike | 239,654 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
97a6fd9a-46ee-457f-b1d9-fd3a05b86654 | 2025-01-25T01:10:49 | ids_alert | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|high| desc=LogRhythm Alert: Fileless Attack detected from 161.147.180.10 targeting 149.111.221.171 No additional info | {
"geo_location": "Christmas Island",
"device_hash": "eb242a422dc9a5c7e035c11cb55e432f4bfc8a1160fbe5bb850819033883b2f4",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/33.0.822.0 Safari/536.2",
"session_id": "e185aa92-ddd0-4c39-bde2-2f05f1f00855",
"risk_score": 43.1,
"confidence": 0.49
} | 161.147.180.10 | 149.111.221.171 | Fileless Attack | SIG-5288 | Policy | No additional info | LogRhythm Alert: Fileless Attack detected from 161.147.180.10 targeting 149.111.221.171 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b05fc403-4086-4971-83d0-a35862ee5b0c | 2025-04-04T22:20:34 | auth | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|low| desc=Auth challenge for april26 via passwordless from 195.81.103.53 MITRE Technique: T1078.004 noise=main/search | {
"geo_location": "Finland",
"device_hash": "0820ecf2b2d13c8e1e232478754c245d",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/29.0.891.0 Safari/534.2",
"session_id": "9b0a0967-b432-4474-a0ac-8db80e3bb244",
"risk_score": 68.26,
"confidence": 0.58
} | 195.81.103.53 | null | null | null | null | MITRE Technique: T1078.004 | Auth challenge for april26 via passwordless from 195.81.103.53 MITRE Technique: T1078.004 | challenge | null | null | april26 | null | null | null | null | null | null | null | null | null | null | passwordless | 05:ac:d4:58:d3:6d | null | null | null | null | null |
72e103ee-3a8d-450d-8679-b160441f44ec | 2025-06-13T20:51:15 | auth | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|medium| desc=Auth success for schmidtsamantha via MFA from 10.223.92.158 MITRE Technique: T1078.004 | {
"geo_location": "Romania",
"device_hash": "6ead97861ab5f4fb61bb9dc0f6ce2761c3395db6e2cbe703aa3f280ba252b697",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/43.0.813.0 Safari/535.2",
"session_id": "c4c1f753-f3ab-4b46-9045-ee5906daaad0",
"risk_score": 44,
"confidence": 0.97
} | 10.223.92.158 | null | null | null | null | MITRE Technique: T1078.004 | Auth success for schmidtsamantha via MFA from 10.223.92.158 MITRE Technique: T1078.004 | success | null | null | schmidtsamantha | null | null | null | null | null | null | null | null | null | null | MFA | 7f:6e:89:5f:d3:38 | null | null | null | null | null |
c57ad63d-10fc-499b-afeb-25e38a695b36 | 2025-03-26T23:07:54 | iot | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|info| desc=IoT device Thermostat command_injection MITRE Technique: T1078.004 | {
"geo_location": "Israel",
"device_hash": "e20e5989f3ed4295d5599d162c4d68dbc0209ffe8bfecff465e6795b388333f6",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_2 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) FxiOS/18.0c1890.0 Mobile/57S655 Safari/536.2",
"session_id": "a02d0fed-b818-4984-a728-12251b5257df",
"risk_score": 63.61,
"confidence": 0.01
} | null | null | null | null | null | MITRE Technique: T1078.004 | IoT device Thermostat command_injection MITRE Technique: T1078.004 | command_injection | null | null | null | null | null | null | null | Thermostat | iot-dd567493 | 2.3 | null | null | null | null | null | null | null | null | null | null |
dbf3f738-abec-461f-bd01-40bca21ef47e | 2025-04-22T23:31:49 | firewall | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|critical| desc=Firewall deny SMB traffic from 222.121.230.188:857 to 46.14.138.6:513 MITRE Technique: T1486 noise=BEE0CD34 | {
"geo_location": "France",
"device_hash": "428eae368fa4052b0c66c91dae74f53042c432818c4e01852ce7e18ce8603159",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/3.1)",
"session_id": "00d69b7e-a7c9-42c3-badf-6d4d64d29308",
"risk_score": 37.31,
"confidence": 0.39
} | 222.121.230.188 | 46.14.138.6 | null | null | null | MITRE Technique: T1486 | Firewall deny SMB traffic from 222.121.230.188:857 to 46.14.138.6:513 MITRE Technique: T1486 | deny | 759,814 | SMB | null | null | null | null | null | null | null | null | 857 | 513 | 3,497 | null | null | null | null | null | null | null |
34dd765e-92f6-47a4-8aa0-f2a9aa797401 | 2025-03-26T09:51:01 | network | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|low| desc=Network beaconing from 170.42.77.50 to 6.220.165.117 No additional info | {
"geo_location": "Madagascar",
"device_hash": "56aedbc255eefc20b302b387fc27c8e9",
"user_agent": "Opera/9.86.(X11; Linux i686; kl-GL) Presto/2.9.190 Version/12.00",
"session_id": "1b8a64d0-d397-4e1a-9552-1fd10b0769b5",
"risk_score": 56.97,
"confidence": 0.46
} | 170.42.77.50 | 6.220.165.117 | null | null | null | No additional info | Network beaconing from 170.42.77.50 to 6.220.165.117 No additional info | beaconing | 300,770 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fe03da89-1997-4ed3-85c3-2676172decc1 | 2025-01-17T23:40:43 | ai | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|low| desc=AI system membership_inference by lopezryan No additional info noise=explore/category | {
"geo_location": "Kyrgyz Republic",
"device_hash": "054b095ff458f2dfaa23ec0a24422634",
"user_agent": "Opera/8.57.(Windows NT 4.0; ia-FR) Presto/2.9.184 Version/12.00",
"session_id": "10849407-8204-4c41-935f-50efaea21fca",
"risk_score": 47.13,
"confidence": 0.91
} | null | null | null | null | null | No additional info | AI system membership_inference by lopezryan No additional info | membership_inference | null | null | lopezryan | null | null | null | null | null | null | null | null | null | null | null | null | model-ebb4e39f | 5dbc82698dc143880740b28fa85919d75caff1de | 36595fa7d323f843d2e0195622db16b6 | null | null |
c6e35567-670f-4d9b-8ad4-09be31495c0f | 2025-02-20T05:27:20 | network | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|info| desc=Network connection from 206.12.84.194 to 182.122.24.254 No additional info | {
"geo_location": "Guernsey",
"device_hash": "3c4e204f538a26de98180f9dc9548ae9a50ba9fa08c0733fbc9b380009c20c67",
"user_agent": "Opera/8.50.(X11; Linux i686; tr-TR) Presto/2.9.184 Version/10.00",
"session_id": "025e2445-8d09-4458-95bb-f94ac152904d",
"risk_score": 42.9,
"confidence": 0.83
} | 206.12.84.194 | 182.122.24.254 | null | null | null | No additional info | Network connection from 206.12.84.194 to 182.122.24.254 No additional info | connection | 329,083 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fc0b0d6e-cba1-48eb-8cb3-48e55fa68adb | 2025-06-23T19:59:27 | ai | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|info| desc=AI system model_access by wberry MITRE Technique: T1574.002 noise=3CB36F90 | {
"geo_location": "United States Minor Outlying Islands",
"device_hash": "beacad78b0cccbdcd256100a2ff1bbad",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_5) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/18.0.855.0 Safari/535.2",
"session_id": "8c58c573-20a5-49f9-b34f-a87daf8d5403",
"risk_score": 37.77,
"confidence": 0.98
} | null | null | null | null | null | MITRE Technique: T1574.002 | AI system model_access by wberry MITRE Technique: T1574.002 | model_access | null | null | wberry | null | null | null | null | null | null | null | null | null | null | null | null | model-ba3a88b8 | da6a56ad7dc17662193960b87276fe93 | 3fe6820c28ecb28ca249769c8de9813fef0a6f39 | null | null |
5302bf5f-f3bd-46d5-a59a-6390873acd8e | 2025-01-15T23:12:16 | firewall | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow SMB traffic from 51.208.190.183:898 to 145.218.19.8:675 No additional info | {
"geo_location": "El Salvador",
"device_hash": "fa3fcf81a454deb652edef3310eceec1d61dd09b",
"user_agent": "Opera/9.99.(Windows NT 6.0; yue-HK) Presto/2.9.165 Version/10.00",
"session_id": "20eedc23-41be-4ee8-adba-90543fc5f259",
"risk_score": 57.62,
"confidence": 0.08
} | 51.208.190.183 | 145.218.19.8 | null | null | null | No additional info | Firewall allow SMB traffic from 51.208.190.183:898 to 145.218.19.8:675 No additional info | allow | 552,722 | SMB | null | null | null | null | null | null | null | null | 898 | 675 | 3,186 | null | null | null | null | null | null | null |
150d3f72-bc54-4cd0-bcdf-56eb9afdd712 | 2025-03-03T14:42:08 | iot | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor command_injection Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Christmas Island",
"device_hash": "a640989e2f945f01fe987f875c4d682c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; te-IN) AppleWebKit/532.11.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6532.11.6",
"session_id": "ac804f8c-5a70-4c66-a3e7-d7a101308f5b",
"risk_score": 78.34,
"confidence": 0.72
} | null | null | null | null | null | Unconventional IOC: Thermal sensor anomalies | IoT device Sensor command_injection Unconventional IOC: Thermal sensor anomalies | command_injection | null | null | null | null | null | null | null | Sensor | iot-54ff8b92 | 3.6 | null | null | null | null | null | null | null | null | null | null |
2cfe9056-93bd-4f1d-836e-4ca31bd16f81 | 2025-04-23T14:22:35 | iot | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat physical_tamper MITRE Technique: T1059.001 | {
"geo_location": "Vanuatu",
"device_hash": "cddec73d6080d6040851d6c10ba805b7",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; dz-BT) AppleWebKit/533.17.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B116 Safari/6533.17.6",
"session_id": "ffc46f80-d713-490f-9b58-39b07cf3d024",
"risk_score": 3.24,
"confidence": 0.63
} | null | null | null | null | null | MITRE Technique: T1059.001 | IoT device Thermostat physical_tamper MITRE Technique: T1059.001 | physical_tamper | null | null | null | null | null | null | null | Thermostat | iot-c1f4e7f1 | 6.1 | null | null | null | null | null | null | null | null | null | null |
8a85834c-4ee3-4513-bbd4-4912f299b0b2 | 2025-02-13T04:44:47 | firewall | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall inspect TCP traffic from 65.215.109.172:834 to 157.87.45.150:527 MITRE Technique: T1071.001 | Geo anomaly: Impossible travel detected | {
"geo_location": "Rwanda",
"device_hash": "3deb13ff921d47bf30bd89e725573c11afb8418514ad5231d20133101591982a",
"user_agent": "Mozilla/5.0 (Windows NT 5.0) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/57.0.892.0 Safari/536.2",
"session_id": "f027a6f6-d0a0-4f33-9b2f-7a2741bff438",
"risk_score": 73.58,
"confidence": 0.57
} | 65.215.109.172 | 157.87.45.150 | null | null | null | MITRE Technique: T1071.001 | Geo anomaly: Impossible travel detected | Firewall inspect TCP traffic from 65.215.109.172:834 to 157.87.45.150:527 MITRE Technique: T1071.001 | Geo anomaly: Impossible travel detected | inspect | 851,913 | TCP | null | null | null | null | null | null | null | null | 834 | 527 | 2,406 | null | null | null | null | null | null | null |
9e7fef79-eb51-46fd-8681-949de7159886 | 2025-05-30T07:46:05 | iot | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat sensor_spoofing No additional info noise=main/posts | {
"geo_location": "Central African Republic",
"device_hash": "12d845f78b1e51b154706b12788c940ac1f4d923",
"user_agent": "Opera/9.13.(X11; Linux i686; ha-NG) Presto/2.9.166 Version/11.00",
"session_id": "3ea313ff-d062-45bd-a9d5-1d21ad77d4b0",
"risk_score": 89.88,
"confidence": 0.59
} | null | null | null | null | null | No additional info | IoT device Thermostat sensor_spoofing No additional info | sensor_spoofing | null | null | null | null | null | null | null | Thermostat | iot-07a9f071 | 10.0 | null | null | null | null | null | null | null | null | null | null |
0cd8ee0a-b7fd-4743-98fa-4b8a84dd2b5b | 2025-05-03T08:11:46 | cloud | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|high| desc=Cloud storage_access in Azure by jessica84 No additional info | {
"geo_location": "Jordan",
"device_hash": "81e13b4d435801e030aa462cf9400b6685709fc599270a279597f38b45644478",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 10.0; Trident/5.0)",
"session_id": "318f2de7-6123-4948-b0b1-aaf88ea84d48",
"risk_score": 59.9,
"confidence": 1
} | null | null | null | null | null | No additional info | Cloud storage_access in Azure by jessica84 No additional info | storage_access | null | null | jessica84 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-90b55cb5 |
4c7b698e-8bdd-4483-9103-0d2135d7388c | 2025-05-22T07:19:22 | cloud | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|critical| desc=Cloud container_escape in Alibaba by buchanansherry No additional info | {
"geo_location": "Iceland",
"device_hash": "4b748da6c687d1623262a6dc47f0925045f694f0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/3.1)",
"session_id": "9f9c56f2-368f-41dc-9951-53de907a1f85",
"risk_score": 29.93,
"confidence": 0.62
} | null | null | null | null | null | No additional info | Cloud container_escape in Alibaba by buchanansherry No additional info | container_escape | null | null | buchanansherry | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-af1899ec |
97247c9d-aa87-4a9a-8932-a55b358c8466 | 2025-06-10T02:58:19 | firewall | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|high| desc=Firewall drop DNS traffic from 27.210.18.216:12053 to 154.165.210.97:46120 No additional info | {
"geo_location": "Norfolk Island",
"device_hash": "ce5bc89b529b7db2d95b1022c802f62a",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90; es-PE; rv:1.9.1.20) Gecko/3570-05-07 04:46:12 Firefox/3.8",
"session_id": "bcdaa2c2-d72d-4640-ad42-600abf917998",
"risk_score": 57.02,
"confidence": 0.45
} | 27.210.18.216 | 154.165.210.97 | null | null | null | No additional info | Firewall drop DNS traffic from 27.210.18.216:12053 to 154.165.210.97:46120 No additional info | drop | 538,066 | DNS | null | null | null | null | null | null | null | null | 12,053 | 46,120 | 2,496 | null | null | null | null | null | null | null |
26a874ed-161d-4f5a-990c-de21525e7271 | 2025-01-22T04:25:40 | ids_alert | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|critical| desc=QRadar Alert: Container Escape detected from 191.149.20.25 targeting N/A No additional info | {
"geo_location": "Montenegro",
"device_hash": "bba2c68f60a9a107a91a59a1cd99c624",
"user_agent": "Opera/8.90.(Windows CE; zh-TW) Presto/2.9.168 Version/12.00",
"session_id": "b450eabe-00ba-4966-8f92-b0321a841987",
"risk_score": 15.81,
"confidence": 0.62
} | 191.149.20.25 | N/A | Container Escape | SIG-7124 | Malware | No additional info | QRadar Alert: Container Escape detected from 191.149.20.25 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 |
445f2ffc-2a11-4fc8-8eae-0a85f221e9a5 | 2025-06-08T23:10:11 | network | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|critical| desc=Network beaconing from 86.231.33.189 to 181.65.58.233 No additional info | {
"geo_location": "Svalbard & Jan Mayen Islands",
"device_hash": "c58adf2c8f38716143454c3b62967fb3038bf963",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/15.0.865.0 Safari/532.1",
"session_id": "1803d980-7b8e-4ba7-8e51-e07a0c7a1e20",
"risk_score": 45.09,
"confidence": 0.58
} | 86.231.33.189 | 181.65.58.233 | null | null | null | No additional info | Network beaconing from 86.231.33.189 to 181.65.58.233 No additional info | beaconing | 279,827 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4e57f94c-d5df-4f43-9b3f-ab421a656cdd | 2025-01-27T13:32:13 | firewall | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop SSH traffic from 10.70.36.0:481 to 6.35.248.251:868 MITRE Technique: T1078.004 noise=explore/tags | {
"geo_location": "Cameroon",
"device_hash": "8d275e30d29ec5059b2aea76d71dc26b7de0f798236bdeae953945b6120e0903",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/9177-01-01 09:07:45 Firefox/3.8",
"session_id": "89102a35-b38d-4497-b58f-7daa1a40983f",
"risk_score": 45.6,
"confidence": 0.4
} | 10.70.36.0 | 6.35.248.251 | null | null | null | MITRE Technique: T1078.004 | Firewall drop SSH traffic from 10.70.36.0:481 to 6.35.248.251:868 MITRE Technique: T1078.004 | drop | 545,338 | SSH | null | null | null | null | null | null | null | null | 481 | 868 | 1,709 | null | null | null | null | null | null | null |
6b069483-788a-47b6-afc9-5e8f3423e8aa | 2025-05-18T06:28:42 | auth | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|info| desc=Auth success for brandipoole via password from 187.182.108.76 MITRE Technique: T1071.001 | Associated Threat Actor: APT34 | {
"geo_location": "Guam",
"device_hash": "d3b01347072c566b56ade4be5afc80c4",
"user_agent": "Opera/9.60.(Windows NT 5.1; sd-IN) Presto/2.9.189 Version/10.00",
"session_id": "9518d113-4ce1-40f7-a4e8-bb83fe12d02f",
"risk_score": 27.38,
"confidence": 0.1
} | 187.182.108.76 | null | null | null | null | MITRE Technique: T1071.001 | Associated Threat Actor: APT34 | Auth success for brandipoole via password from 187.182.108.76 MITRE Technique: T1071.001 | Associated Threat Actor: APT34 | success | null | null | brandipoole | null | null | null | null | null | null | null | null | null | null | password | 7c:d1:94:9d:b2:f9 | null | null | null | null | null |
da855e10-751a-4cdc-b913-7ae8b510d9cf | 2025-02-26T07:43:33 | network | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|critical| desc=Network connection from 10.203.194.73 to 133.168.128.196 MITRE Technique: T1574.002 noise=main | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "d4e1e5ddbcda0e9330ba61444d941b64baf998a2",
"user_agent": "Mozilla/5.0 (Linux; Android 2.0) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/18.0.867.0 Safari/532.0",
"session_id": "624877f2-c705-4a1c-9510-118f7416e13d",
"risk_score": 43.69,
"confidence": 0.22
} | 10.203.194.73 | 133.168.128.196 | null | null | null | MITRE Technique: T1574.002 | Network connection from 10.203.194.73 to 133.168.128.196 MITRE Technique: T1574.002 | connection | 212,484 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1b179449-c488-421f-a192-0f0ab7bcf0ba | 2025-06-11T22:05:43 | firewall | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|info| desc=Firewall quarantine HTTPS traffic from 175.95.38.109:384 to 44.15.3.26:965 MITRE Technique: T1566.001 | Unconventional IOC: Quantum random number deviations | {
"geo_location": "Solomon Islands",
"device_hash": "46b139cde11d3fe79d857cfd08e8ffb9ae664faf",
"user_agent": "Opera/9.55.(X11; Linux x86_64; br-FR) Presto/2.9.160 Version/10.00",
"session_id": "33a653b1-cee3-4b29-8f8f-69f07751c194",
"risk_score": 65.25,
"confidence": 0.11
} | 175.95.38.109 | 44.15.3.26 | null | null | null | MITRE Technique: T1566.001 | Unconventional IOC: Quantum random number deviations | Firewall quarantine HTTPS traffic from 175.95.38.109:384 to 44.15.3.26:965 MITRE Technique: T1566.001 | Unconventional IOC: Quantum random number deviations | quarantine | 263,221 | HTTPS | null | null | null | null | null | null | null | null | 384 | 965 | 1,394 | null | null | null | null | null | null | null |
cbecde65-daa7-460c-933e-2e086e488cfa | 2025-05-04T04:17:20 | endpoint | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint powershell_exec /everyone/daughter.key by browncarrie MITRE Technique: T1053.005 | Associated Threat Actor: APT35 | Fileless execution detected | {
"geo_location": "Turkmenistan",
"device_hash": "6f16dfbe8f8e94feabc3e702929045e5",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/26.0.880.0 Safari/532.2",
"session_id": "6d1c29ff-0d37-4b34-9c65-b8a83c4f61ab",
"risk_score": 65.64,
"confidence": 0.17
} | null | null | null | null | null | MITRE Technique: T1053.005 | Associated Threat Actor: APT35 | Fileless execution detected | Endpoint powershell_exec /everyone/daughter.key by browncarrie MITRE Technique: T1053.005 | Associated Threat Actor: APT35 | Fileless execution detected | powershell_exec | null | null | browncarrie | /everyone/daughter.key | 6,410 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4ad8bd4d-43e2-472b-8237-c8b6590dc25a | 2025-03-21T13:33:56 | endpoint | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|critical| desc=Endpoint service_install factor by nicholas21 MITRE Technique: T1486 | Associated Threat Actor: Inception Framework | Living-off-the-land technique detected | {
"geo_location": "Palestinian Territory",
"device_hash": "6f867b174690d513762f19156b4a8ee781e771024051736d4e421a5931527c1b",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_8_3 rv:4.0; quz-PE) AppleWebKit/532.8.4 (KHTML, like Gecko) Version/4.0.5 Safari/532.8.4",
"session_id": "2e1cc6ac-576c-4a8a-9be7-aa28f2f084ea",
"risk_score": 57.8,
"confidence": 0.41
} | null | null | null | null | null | MITRE Technique: T1486 | Associated Threat Actor: Inception Framework | Living-off-the-land technique detected | Endpoint service_install factor by nicholas21 MITRE Technique: T1486 | Associated Threat Actor: Inception Framework | Living-off-the-land technique detected | service_install | null | null | nicholas21 | factor | 1,377 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48554ad0-79d7-4608-85e8-91434fdd7f13 | 2025-04-12T11:10:23 | firewall | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|medium| desc=Firewall deny HTTP traffic from 173.82.191.154:1017 to 211.26.18.254:617 MITRE Technique: T1204.002 | Associated Threat Actor: Leafminer | {
"geo_location": "Kazakhstan",
"device_hash": "5d66723abf41cb91148bc02085d3b9a438fc27cc",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/25.0.847.0 Safari/534.1",
"session_id": "9ac7c6c2-b872-47a8-a4dd-ad9f355cd15b",
"risk_score": 43.44,
"confidence": 0.22
} | 173.82.191.154 | 211.26.18.254 | null | null | null | MITRE Technique: T1204.002 | Associated Threat Actor: Leafminer | Firewall deny HTTP traffic from 173.82.191.154:1017 to 211.26.18.254:617 MITRE Technique: T1204.002 | Associated Threat Actor: Leafminer | deny | 377,423 | HTTP | null | null | null | null | null | null | null | null | 1,017 | 617 | 276 | null | null | null | null | null | null | null |
a9a41482-a72e-40f6-8403-66548421b848 | 2025-05-21T05:53:47 | ids_alert | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|critical| desc=AlienVault Alert: Fileless Attack detected from 151.81.46.76 targeting 21.81.193.70 MITRE Technique: T1574.002 | {
"geo_location": "Albania",
"device_hash": "25730e4e192d4a2456de39b5696d4958d235292b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Trident/5.0)",
"session_id": "94db7bc4-6782-40b4-bd46-4f36ad9da8c8",
"risk_score": 38.7,
"confidence": 0.28
} | 151.81.46.76 | 21.81.193.70 | Fileless Attack | SIG-4888 | Exploit | MITRE Technique: T1574.002 | AlienVault Alert: Fileless Attack detected from 151.81.46.76 targeting 21.81.193.70 MITRE Technique: T1574.002 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fd67ba3c-fc1b-4b91-ab71-552cba7c8cc3 | 2025-01-26T01:13:05 | firewall | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|info| desc=Firewall inspect HTTP traffic from 10.252.106.141:631 to 141.152.210.167:195 Geo anomaly: Impossible travel detected noise=RGlubmVyLg== | {
"geo_location": "Turkey",
"device_hash": "b07e548c13afbe7cdc89521c42f0ca0a",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.2) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/31.0.814.0 Safari/535.2",
"session_id": "f304e201-58b9-4fe1-aa80-9f9f853ee635",
"risk_score": 65.89,
"confidence": 0.99
} | 10.252.106.141 | 141.152.210.167 | null | null | null | Geo anomaly: Impossible travel detected | Firewall inspect HTTP traffic from 10.252.106.141:631 to 141.152.210.167:195 Geo anomaly: Impossible travel detected | inspect | 529,144 | HTTP | null | null | null | null | null | null | null | null | 631 | 195 | 1,078 | null | null | null | null | null | null | null |
848cc6f3-ef43-4db9-8e7a-2f7f9a088874 | 2025-03-12T12:00:44 | iot | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical battery_drain No additional info | {
"geo_location": "Ghana",
"device_hash": "ea1798a2a3c64601efbcb759589a062b75dfb9cc",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_4 rv:5.0; kn-IN) AppleWebKit/531.35.3 (KHTML, like Gecko) Version/4.0.4 Safari/531.35.3",
"session_id": "e16c7a34-c3b0-48b1-a457-f7635f5c30d2",
"risk_score": 62.7,
"confidence": 0.25
} | null | null | null | null | null | No additional info | IoT device Medical battery_drain No additional info | battery_drain | null | null | null | null | null | null | null | Medical | iot-16454306 | 6.4 | null | null | null | null | null | null | null | null | null | null |
27f27356-77a9-43a0-8d31-8bada440d6c1 | 2025-05-03T10:52:33 | auth | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for peter58 via MFA from 81.62.82.177 No additional info | {
"geo_location": "Denmark",
"device_hash": "d9058a5546d366379548cad061c93006",
"user_agent": "Opera/9.26.(X11; Linux x86_64; brx-IN) Presto/2.9.172 Version/12.00",
"session_id": "396842d8-6d94-4302-8efa-c66c083dc6aa",
"risk_score": 64.7,
"confidence": 0.37
} | 81.62.82.177 | null | null | null | null | No additional info | Auth bypass for peter58 via MFA from 81.62.82.177 No additional info | bypass | null | null | peter58 | null | null | null | null | null | null | null | null | null | null | MFA | 13:1d:00:cc:c8:d6 | null | null | null | null | null |
aefec086-4f26-4f7b-bf3b-5fa6066da080 | 2025-05-09T05:18:07 | auth | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|high| desc=Auth challenge for pruittmelissa via password from 201.156.22.210 No additional info | {
"geo_location": "Iran",
"device_hash": "4a0b82da931c77604909514013227406",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_9 rv:5.0; ce-RU) AppleWebKit/534.43.4 (KHTML, like Gecko) Version/5.0.2 Safari/534.43.4",
"session_id": "aed8d036-5cc7-41d0-a7a6-0159013e9c62",
"risk_score": 79.26,
"confidence": 0.65
} | 201.156.22.210 | null | null | null | null | No additional info | Auth challenge for pruittmelissa via password from 201.156.22.210 No additional info | challenge | null | null | pruittmelissa | null | null | null | null | null | null | null | null | null | null | password | 7f:7a:49:14:d4:8f | null | null | null | null | null |
6fd850f2-fc8c-4e7e-9272-777fde823c42 | 2025-07-08T18:33:44 | firewall | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop TCP traffic from 77.199.223.230:893 to 10.150.26.238:342 No additional info | {
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "6f15202ea5bb4b54af9f5d5ea12d80ad",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; hak-TW) AppleWebKit/531.31.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6531.31.2",
"session_id": "376bdac5-479a-49d6-b755-f00551c914ae",
"risk_score": 64.03,
"confidence": 0.58
} | 77.199.223.230 | 10.150.26.238 | null | null | null | No additional info | Firewall drop TCP traffic from 77.199.223.230:893 to 10.150.26.238:342 No additional info | drop | 475,654 | TCP | null | null | null | null | null | null | null | null | 893 | 342 | 2,138 | null | null | null | null | null | null | null |
530d9f9a-a6a0-482f-98eb-fe9d4589a553 | 2025-01-23T13:40:51 | firewall | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine HTTPS traffic from 10.213.51.118:37313 to 175.176.163.209:839 No additional info | {
"geo_location": "Hungary",
"device_hash": "e146561cbe0097246b31265b4e8841d7",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3.6) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/41.0.804.0 Safari/534.1",
"session_id": "778a2fca-856d-4a56-8aa5-65c711bfecdb",
"risk_score": 52.87,
"confidence": 0.46
} | 10.213.51.118 | 175.176.163.209 | null | null | null | No additional info | Firewall quarantine HTTPS traffic from 10.213.51.118:37313 to 175.176.163.209:839 No additional info | quarantine | 466,792 | HTTPS | null | null | null | null | null | null | null | null | 37,313 | 839 | 389 | null | null | null | null | null | null | null |
d81cd902-002e-4e51-9635-db109c95fc96 | 2025-04-12T18:24:46 | network | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 94.250.76.97 to 206.89.84.83 MITRE Technique: T1190 | {
"geo_location": "Palau",
"device_hash": "b0e219e1d31d80d1385cb80442113c4dfcee2b7a24ffba53a6fd0412eed4680f",
"user_agent": "Mozilla/5.0 (Windows 98; mag-IN; rv:1.9.1.20) Gecko/2389-08-28 12:54:53 Firefox/3.6.3",
"session_id": "37d95e29-850c-407d-8301-048578972107",
"risk_score": 19.06,
"confidence": 0.74
} | 94.250.76.97 | 206.89.84.83 | null | null | null | MITRE Technique: T1190 | Network disconnection from 94.250.76.97 to 206.89.84.83 MITRE Technique: T1190 | disconnection | 304,465 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ac81b0f7-da04-4ab9-933e-430b7f42719d | 2025-07-09T02:24:29 | auth | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|high| desc=Auth challenge for jknapp via SAML from 202.0.249.244 No additional info | {
"geo_location": "Afghanistan",
"device_hash": "d054ed5c25dd06f5ae61d4d1fb58c642",
"user_agent": "Opera/9.19.(X11; Linux x86_64; bn-BD) Presto/2.9.163 Version/11.00",
"session_id": "de5f7657-deb2-48e2-9e58-b744fce974c5",
"risk_score": 70.04,
"confidence": 0.59
} | 202.0.249.244 | null | null | null | null | No additional info | Auth challenge for jknapp via SAML from 202.0.249.244 No additional info | challenge | null | null | jknapp | null | null | null | null | null | null | null | null | null | null | SAML | b9:fa:3d:f4:cc:42 | null | null | null | null | null |
bbea47ea-40f6-4414-bc87-30d8d5c4b895 | 2025-04-19T14:36:33 | firewall | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall inspect SSH traffic from 187.143.141.58:118 to 10.202.193.214:868 No additional info | {
"geo_location": "Nigeria",
"device_hash": "c4d2b1634b4845bb3625a4a7f3b4db58bbba145600825521272916b94b71f9b4",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_0 rv:3.0; nr-ZA) AppleWebKit/534.8.1 (KHTML, like Gecko) Version/5.1 Safari/534.8.1",
"session_id": "28f66cb0-8eed-4117-a830-85d9e58588ca",
"risk_score": 66.32,
"confidence": 0.82
} | 187.143.141.58 | 10.202.193.214 | null | null | null | No additional info | Firewall inspect SSH traffic from 187.143.141.58:118 to 10.202.193.214:868 No additional info | inspect | 114,050 | SSH | null | null | null | null | null | null | null | null | 118 | 868 | 3,243 | null | null | null | null | null | null | null |
575ade1c-b410-4da8-9140-755816870225 | 2025-04-05T22:08:14 | ids_alert | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|low| desc=CrowdStrike Alert: Credential Stuffing detected from 10.15.54.40 targeting 5.146.222.84 MITRE Technique: T1543.003 noise=main/explore | {
"geo_location": "Faroe Islands",
"device_hash": "9a861762c6c820efc6b6369acc1fd1128086975331811e0cac0be7ae8e3d2904",
"user_agent": "Opera/9.49.(X11; Linux i686; tl-PH) Presto/2.9.185 Version/11.00",
"session_id": "63124a49-54bb-4674-af59-f1d41abc5010",
"risk_score": 51.63,
"confidence": 0.62
} | 10.15.54.40 | 5.146.222.84 | Credential Stuffing | SIG-7810 | Malware | MITRE Technique: T1543.003 | CrowdStrike Alert: Credential Stuffing detected from 10.15.54.40 targeting 5.146.222.84 MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8ef12c0d-b0ca-45a7-b9c2-017eec8cda76 | 2025-05-14T13:46:03 | ids_alert | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|medium| desc=Wazuh Alert: XSS detected from 65.73.57.48 targeting N/A No additional info | {
"geo_location": "Uruguay",
"device_hash": "b3d3fa2acdb43fedde00fd1cb7751c87553948397ce842d8f9d5680d9ba5e64f",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 16_7_7 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/10.3g1604.0 Mobile/73K270 Safari/536.0",
"session_id": "fd0aa967-9ce7-47c1-8680-8c2882ac0146",
"risk_score": 51.5,
"confidence": 0.37
} | 65.73.57.48 | N/A | XSS | SIG-1855 | Evasion | No additional info | Wazuh Alert: XSS detected from 65.73.57.48 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 |
1b070389-dedf-4acf-acb6-691c017e551f | 2025-05-07T11:59:45 | network | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|critical| desc=Network latency_spike from 201.133.76.188 to 98.216.13.117 Associated Threat Actor: APT35 | Unconventional IOC: Bios timestamp anomalies | {
"geo_location": "Australia",
"device_hash": "4fd2a1cec96d123681a440f21c6898bed2d31a65",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/5.1)",
"session_id": "502ff7d0-a1d5-42dd-a27f-9bbc08c7a1ee",
"risk_score": 72.45,
"confidence": 0.1
} | 201.133.76.188 | 98.216.13.117 | null | null | null | Associated Threat Actor: APT35 | Unconventional IOC: Bios timestamp anomalies | Network latency_spike from 201.133.76.188 to 98.216.13.117 Associated Threat Actor: APT35 | Unconventional IOC: Bios timestamp anomalies | latency_spike | 913,171 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4ac259a0-4cb5-48ae-be9b-dd6a9f7c8262 | 2025-04-13T22:43:03 | cloud | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in Azure by ucarter MITRE Technique: T1071.001 | {
"geo_location": "Belarus",
"device_hash": "e968038b944e41e5ae239a2ebf5fa587db834145",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_8_1 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) CriOS/36.0.822.0 Mobile/48S536 Safari/535.0",
"session_id": "88cd1f12-8a7d-4294-8ea6-aabf114a2bd8",
"risk_score": 47.63,
"confidence": 0.67
} | null | null | null | null | null | MITRE Technique: T1071.001 | Cloud lambda_execution in Azure by ucarter MITRE Technique: T1071.001 | lambda_execution | null | null | ucarter | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-1624ad90 |
744a0c82-7be2-4bdd-8c1a-a12a51be73da | 2025-07-10T11:29:08 | cloud | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in GCP by serranocody No additional info noise=TXVjaC4= | {
"geo_location": "South Africa",
"device_hash": "caa93a9f5cf3a44e38e3101fa5f8f604a1e47193",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Trident/4.1)",
"session_id": "d2c1e8b5-a4d0-4042-85c5-9ded02df618a",
"risk_score": 54.45,
"confidence": 0.12
} | null | null | null | null | null | No additional info | Cloud shadow_it in GCP by serranocody No additional info | shadow_it | null | null | serranocody | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-bf130d80 |
7bb1061f-8bdc-40b7-b2eb-a582708e50db | 2025-03-12T02:19:09 | endpoint | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop /surface/capital.mp3 by turnernicholas No additional info | {
"geo_location": "Bulgaria",
"device_hash": "b209b580c27e55449216461884cd1b20",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/22.0.830.0 Safari/535.1",
"session_id": "37a8d8f8-5b21-4a7a-99d3-d3efef15dd1b",
"risk_score": 40.66,
"confidence": 0.56
} | null | null | null | null | null | No additional info | Endpoint process_stop /surface/capital.mp3 by turnernicholas No additional info | process_stop | null | null | turnernicholas | /surface/capital.mp3 | 9,298 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
26fb84cf-03e3-44a0-8d18-d16125e49115 | 2025-03-28T23:42:28 | auth | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|low| desc=Auth bypass for scottbrady via SAML from 80.117.57.211 MITRE Technique: T1486 | {
"geo_location": "Macao",
"device_hash": "52fce1a542c48ba303ef7d40f91adee509024f25082167ebd476f00a8a13df69",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/4403-12-08 13:42:15 Firefox/14.0",
"session_id": "17b7e392-6b1c-4da2-b903-ebd99a32e8d8",
"risk_score": 79.35,
"confidence": 0.01
} | 80.117.57.211 | null | null | null | null | MITRE Technique: T1486 | Auth bypass for scottbrady via SAML from 80.117.57.211 MITRE Technique: T1486 | bypass | null | null | scottbrady | null | null | null | null | null | null | null | null | null | null | SAML | 9d:60:e7:4e:a0:61 | null | null | null | null | null |
d320c91e-ec15-4c78-afaf-ff36d134995c | 2025-05-26T11:11:29 | iot | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical side_channel No additional info | {
"geo_location": "Italy",
"device_hash": "07d353c837f3917d005ec21645f1e04bbcf8bf5b",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_5) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/29.0.830.0 Safari/536.2",
"session_id": "443d9a7a-3de8-4ab1-8098-71657538424b",
"risk_score": 56.84,
"confidence": 0.88
} | null | null | null | null | null | No additional info | IoT device Medical side_channel No additional info | side_channel | null | null | null | null | null | null | null | Medical | iot-0c5ba358 | 4.6 | null | null | null | null | null | null | null | null | null | null |
fb88cc88-3fd9-4978-a8d9-13ff31897d3f | 2025-05-01T13:53:13 | ai | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by james91 No additional info | {
"geo_location": "Honduras",
"device_hash": "f1fb5e5cee27dc631e73771303180ad6e495f26b",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_7; rv:1.9.3.20) Gecko/4343-08-23 20:34:19 Firefox/3.8",
"session_id": "5abcfc1c-378e-4117-b022-24ca24dc3b33",
"risk_score": 62.33,
"confidence": 0.85
} | null | null | null | null | null | No additional info | AI system model_inversion by james91 No additional info | model_inversion | null | null | james91 | null | null | null | null | null | null | null | null | null | null | null | null | model-482a41fc | 235017df69550d646a33abb25654db4e | e3f295133cb667aced587138fc81933b572102db | null | null |
decedf95-7493-4d8f-9103-2e0d45fbe176 | 2025-01-22T19:22:34 | ai | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by wardstephanie MITRE Technique: T1543.003 | {
"geo_location": "India",
"device_hash": "15d22a464d7428d1901b6642cbc09f847df4fd1b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/532.4.7 (KHTML, like Gecko) Version/5.0.2 Safari/532.4.7",
"session_id": "76fed34f-ba3e-406c-9490-457776b289fe",
"risk_score": 56.7,
"confidence": 0.79
} | null | null | null | null | null | MITRE Technique: T1543.003 | AI system prompt_injection by wardstephanie MITRE Technique: T1543.003 | prompt_injection | null | null | wardstephanie | null | null | null | null | null | null | null | null | null | null | null | null | model-b1addfcb | e4072db20abf73603d9aac5cb61165a24190c02b623ee3dbb1daf42e48a07074 | 74b927bb89b7feb4f38b78362c5b6a637c66cd4f | null | null |
1a754748-bb6d-4854-b532-4075b4334db1 | 2025-06-26T16:17:19 | firewall | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine HTTPS traffic from 84.220.172.185:1014 to 14.26.192.105:739 Unconventional IOC: Bios timestamp anomalies | {
"geo_location": "Canada",
"device_hash": "ac2fe6ea772f7a2c2b4f28e794fbefcd",
"user_agent": "Opera/9.16.(Windows 98; hi-IN) Presto/2.9.182 Version/11.00",
"session_id": "6610f377-426e-4a25-b3bd-075265fd4fa4",
"risk_score": 82.7,
"confidence": 0.45
} | 84.220.172.185 | 14.26.192.105 | null | null | null | Unconventional IOC: Bios timestamp anomalies | Firewall quarantine HTTPS traffic from 84.220.172.185:1014 to 14.26.192.105:739 Unconventional IOC: Bios timestamp anomalies | quarantine | 705,100 | HTTPS | null | null | null | null | {
"baseline_deviation": 1.06,
"entropy": 2.68,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 1,014 | 739 | 2,056 | null | null | null | null | null | null | null |
caa698e9-9230-4d3f-9481-08c10209b4cf | 2025-01-20T17:52:04 | firewall | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|info| desc=Firewall deny DNS traffic from 31.6.26.118:984 to 139.240.255.248:28527 No additional info | {
"geo_location": "Guinea-Bissau",
"device_hash": "1ec3288260c4a2af06ae78044619fa50",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_8; rv:1.9.5.20) Gecko/4430-06-03 15:54:36 Firefox/3.8",
"session_id": "980afe78-76a6-43c1-964d-4373954ec6ee",
"risk_score": 44.35,
"confidence": 0.49
} | 31.6.26.118 | 139.240.255.248 | null | null | null | No additional info | Firewall deny DNS traffic from 31.6.26.118:984 to 139.240.255.248:28527 No additional info | deny | 323,638 | DNS | null | null | null | null | null | null | null | null | 984 | 28,527 | 2,104 | null | null | null | null | null | null | null |
e5cffdc2-5f28-4035-a876-1b4c3064bbcb | 2025-07-04T03:58:33 | iot | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat sensor_spoofing MITRE Technique: T1218.011 | {
"geo_location": "Micronesia",
"device_hash": "8436f1060958d864e7d7164ed670b316",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; kk-KZ) AppleWebKit/535.37.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6535.37.1",
"session_id": "d75be400-b324-499e-ad95-8d95b07a6c05",
"risk_score": 29.53,
"confidence": 0.99
} | null | null | null | null | null | MITRE Technique: T1218.011 | IoT device Thermostat sensor_spoofing MITRE Technique: T1218.011 | sensor_spoofing | null | null | null | null | null | null | null | Thermostat | iot-75e03096 | 4.6 | null | null | null | null | null | null | null | null | null | null |
3a448741-93fd-4335-ac11-0a09a70ea018 | 2025-03-03T23:53:55 | firewall | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine UDP traffic from 41.178.71.65:289 to 92.62.120.68:61920 No additional info | {
"geo_location": "Brunei Darussalam",
"device_hash": "28eb2a5f663b3c19756132606bc383e9b109c3048ca34bcdfa96b8e11d980055",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 7_1_2 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) FxiOS/10.4t3713.0 Mobile/05P538 Safari/534.1",
"session_id": "2fac64e6-d9bf-4f82-b067-cc93041fed90",
"risk_score": 60.85,
"confidence": 0.72
} | 41.178.71.65 | 92.62.120.68 | null | null | null | No additional info | Firewall quarantine UDP traffic from 41.178.71.65:289 to 92.62.120.68:61920 No additional info | quarantine | 22,474 | UDP | null | null | null | null | null | null | null | null | 289 | 61,920 | 39 | null | null | null | null | null | null | null |
f5641f98-bbc0-4b8c-bc0b-4718e4cc61eb | 2025-02-21T04:50:15 | iot | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|high| desc=IoT device Medical sensor_spoofing No additional info | {
"geo_location": "Albania",
"device_hash": "a81fa27eab88dc5cbbe494247b1fb98fbbeaed579d5d1f755d0c89585c00594b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/3.0)",
"session_id": "992c5c87-90ea-4095-aeba-7cd2eaa43a54",
"risk_score": 79.29,
"confidence": 0.19
} | null | null | null | null | null | No additional info | IoT device Medical sensor_spoofing No additional info | sensor_spoofing | null | null | null | null | null | null | null | Medical | iot-efc39915 | 7.0 | null | null | null | null | null | null | null | null | null | null |
6fae0ff2-8f7f-4b37-b96e-cec4e1472f85 | 2025-05-10T02:19:24 | firewall | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny RDP traffic from 143.88.128.152:35831 to 43.225.168.185:492 No additional info noise=moment|local|fast | {
"geo_location": "Iran",
"device_hash": "358c0cd293beaedf9791f03b14259909",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_5 rv:2.0; uz-UZ) AppleWebKit/531.23.6 (KHTML, like Gecko) Version/4.0.4 Safari/531.23.6",
"session_id": "c6c811e3-0c1e-4808-851a-b0341620ebff",
"risk_score": 50.54,
"confidence": 0.7
} | 143.88.128.152 | 43.225.168.185 | null | null | null | No additional info | Firewall deny RDP traffic from 143.88.128.152:35831 to 43.225.168.185:492 No additional info | deny | 780,932 | RDP | null | null | null | null | null | null | null | null | 35,831 | 492 | 3,188 | null | null | null | null | null | null | null |
0ac3146f-7d4c-4df2-8a41-0e97d76159fa | 2029-04-30T17:02:12 | ai | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|info| desc=AI system adversarial_input by sullivanjacqueline No additional info | {
"geo_location": "Sao Tome and Principe",
"device_hash": "ea8d1cb6f711b998d6108ae339b66cfd3be5235b4aa2d413d067d53f8be19d5c",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_3; rv:1.9.4.20) Gecko/9577-10-07 06:07:07 Firefox/15.0",
"session_id": "c57854cf-344d-483e-a809-800ee4d7178f",
"risk_score": 69.6,
"confidence": 0.83
} | null | null | null | null | null | No additional info | AI system adversarial_input by sullivanjacqueline No additional info | adversarial_input | null | null | sullivanjacqueline | null | null | null | null | null | null | null | null | null | null | null | null | model-160edabb | bbda69a91e9ff4c0eaeae60d164a78a8 | 5fe6177e231e4a1df156cb9468cada05fa25a1d8 | null | null |
08d56b00-b2c2-43a2-bb21-88bb597ea429 | 2025-06-07T01:00:59 | ids_alert | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|high| desc=Tanium Alert: Supply Chain Compromise detected from 35.98.105.89 targeting 82.17.140.11 MITRE Technique: T1059.005 | {
"geo_location": "Romania",
"device_hash": "4207226a06919ccee737dd360564c5c9bcdd1c736b949d551eb5f2239fd2d8e3",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; zh-CN) AppleWebKit/534.30.2 (KHTML, like Gecko) Version/3.0.5 Mobile/8B117 Safari/6534.30.2",
"session_id": "8ac5749a-62e8-4474-b84b-7c437a689b67",
"risk_score": 23.48,
"confidence": 0.11
} | 35.98.105.89 | 82.17.140.11 | Supply Chain Compromise | SIG-4026 | Policy | MITRE Technique: T1059.005 | Tanium Alert: Supply Chain Compromise detected from 35.98.105.89 targeting 82.17.140.11 MITRE Technique: T1059.005 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fce53242-562c-4533-81da-a19721ab1fe1 | 2025-06-19T00:02:24 | endpoint | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|low| desc=Endpoint persistence_mechanism /care/goal.mov by barbara24 No additional info | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "221c7bca8af65a6cbb7668620efd2ca5",
"user_agent": "Mozilla/5.0 (Android 2.3.7; Mobile; rv:25.0) Gecko/25.0 Firefox/25.0",
"session_id": "0f86c1e6-b876-47f9-81f4-9a3d615a472e",
"risk_score": 76.24,
"confidence": 0.82
} | null | null | null | null | null | No additional info | Endpoint persistence_mechanism /care/goal.mov by barbara24 No additional info | persistence_mechanism | null | null | barbara24 | /care/goal.mov | 996 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9fe060b4-c358-4758-8009-a41a337529d3 | 2025-04-12T02:28:57 | network | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|info| desc=Network data_exfiltration from 10.108.129.191 to 192.211.155.239 MITRE Technique: T1218.011 | {
"geo_location": "Costa Rica",
"device_hash": "bb3fefc2222723425471bba68f402c4c",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_0; rv:1.9.4.20) Gecko/5266-12-28 16:06:40 Firefox/3.8",
"session_id": "9f7a9910-7efa-4047-992e-2bf16efae343",
"risk_score": 76,
"confidence": 0.06
} | 10.108.129.191 | 192.211.155.239 | null | null | null | MITRE Technique: T1218.011 | Network data_exfiltration from 10.108.129.191 to 192.211.155.239 MITRE Technique: T1218.011 | data_exfiltration | 649,243 | HTTPS | null | null | null | null | {
"baseline_deviation": 1.35,
"entropy": 3.65,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
e6fe4e34-6b4b-445b-baa5-512b37cd881b | 2025-02-09T14:35:12 | iot | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|high| desc=IoT device Thermostat physical_tamper No additional info | {
"geo_location": "Saudi Arabia",
"device_hash": "a199b2c8509912d1a3b561e882e3f7be",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/5.1)",
"session_id": "33800012-2b61-4487-948b-491eba66f847",
"risk_score": 65.54,
"confidence": 0.45
} | null | null | null | null | null | No additional info | IoT device Thermostat physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Thermostat | iot-c60c82cb | 1.0 | null | null | null | null | null | null | null | null | null | null |
750af833-d479-48ea-802c-d5a17bf2bb76 | 2025-06-14T05:01:23 | auth | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|info| desc=Auth timeout for hernandezmelissa via password from 10.114.38.188 No additional info | {
"geo_location": "French Southern Territories",
"device_hash": "1db7450d1e3cfe84033f6fdf8a48e9262c26ab4274294b46f2191c8f5d8c6e40",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/3.1)",
"session_id": "90bf239f-971a-41d6-8170-dad8731ab79a",
"risk_score": 36.39,
"confidence": 0.39
} | 10.114.38.188 | null | null | null | null | No additional info | Auth timeout for hernandezmelissa via password from 10.114.38.188 No additional info | timeout | null | null | hernandezmelissa | null | null | null | null | null | null | null | null | null | null | password | 97:b0:9c:be:c5:cd | null | null | null | null | null |
1e3f3e27-47f9-4c48-9f90-b6fdd0127d1a | 2025-03-30T11:13:07 | ids_alert | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|medium| desc=ArcSight Alert: DNS Tunneling detected from 2.144.98.60 targeting 63.0.144.8 No additional info noise=stop|interesting|far | {
"geo_location": "Botswana",
"device_hash": "e3777b9a846e46769a339ba80c1afee2df261f4826da4ee8baa2d2be51d33404",
"user_agent": "Opera/9.86.(X11; Linux i686; yi-US) Presto/2.9.168 Version/12.00",
"session_id": "1a6341e0-6d56-4686-a1b4-aabe95b33852",
"risk_score": 70.44,
"confidence": 0.8
} | 2.144.98.60 | 63.0.144.8 | DNS Tunneling | SIG-6197 | Exploit | No additional info | ArcSight Alert: DNS Tunneling detected from 2.144.98.60 targeting 63.0.144.8 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e1eca7d2-33b9-4608-ac04-df2a6880eb32 | 2025-03-20T16:26:15 | firewall | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall drop SMB traffic from 41.177.166.9:319 to 210.220.43.25:477 No additional info | {
"geo_location": "Germany",
"device_hash": "5117c8c54d744c0b7393a97d78519625",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.2; Trident/5.1)",
"session_id": "36aa601e-af44-45ac-8d4f-89040d49beed",
"risk_score": 64.9,
"confidence": 0.72
} | 41.177.166.9 | 210.220.43.25 | null | null | null | No additional info | Firewall drop SMB traffic from 41.177.166.9:319 to 210.220.43.25:477 No additional info | drop | 735,454 | SMB | null | null | null | null | null | null | null | null | 319 | 477 | 2,284 | null | null | null | null | null | null | null |
ebc50bd3-9e8c-4b79-879b-738d589e3a67 | 2025-05-25T13:43:47 | endpoint | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint scheduled_task above by curtiscarpenter No additional info | {
"geo_location": "Colombia",
"device_hash": "ddb77fe686ebc90138eb1a6a01ccce01",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) CriOS/47.0.821.0 Mobile/61K512 Safari/533.2",
"session_id": "9764babb-ec67-4408-92c9-f4a36a6a686f",
"risk_score": 32.09,
"confidence": 0.49
} | null | null | null | null | null | No additional info | Endpoint scheduled_task above by curtiscarpenter No additional info | scheduled_task | null | null | curtiscarpenter | above | 4,423 | powershell.exe | {
"baseline_deviation": 0.99,
"entropy": 7.44,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
dcebc05a-5845-4f06-b0ed-1f65cdd1ebd6 | 2025-06-16T16:09:13 | firewall | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny RDP traffic from 192.122.133.108:798 to 186.199.47.120:273 MITRE Technique: T1078.004 | Associated Threat Actor: Leafminer | {
"geo_location": "United Arab Emirates",
"device_hash": "c4c7062e3a61a3161baeb6eed419f151d79f7bd0",
"user_agent": "Opera/8.84.(X11; Linux x86_64; sk-SK) Presto/2.9.162 Version/12.00",
"session_id": "b122f42a-a84d-4520-9cb3-6265221be667",
"risk_score": 36.92,
"confidence": 0.76
} | 192.122.133.108 | 186.199.47.120 | null | null | null | MITRE Technique: T1078.004 | Associated Threat Actor: Leafminer | Firewall deny RDP traffic from 192.122.133.108:798 to 186.199.47.120:273 MITRE Technique: T1078.004 | Associated Threat Actor: Leafminer | deny | 239,078 | RDP | null | null | null | null | null | null | null | null | 798 | 273 | 3,418 | null | null | null | null | null | null | null |
bb9b837c-ddf1-42a1-be21-02056d917304 | 2020-08-12T14:26:11 | network | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 196.203.184.86 to 29.34.58.231 MITRE Technique: T1566.001 | {
"geo_location": "North Korea",
"device_hash": "40dccaa0ec50d95b45a6f65c9d4079df1225d229bae3ea922f621929987d5880",
"user_agent": "Opera/8.75.(X11; Linux i686; br-FR) Presto/2.9.178 Version/12.00",
"session_id": "fe079217-7f1a-4f5f-ad51-eade71951f16",
"risk_score": 19.05,
"confidence": 0.19
} | 196.203.184.86 | 29.34.58.231 | null | null | null | MITRE Technique: T1566.001 | Network disconnection from 196.203.184.86 to 29.34.58.231 MITRE Technique: T1566.001 | disconnection | 596,724 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3956c301-bd73-4302-8ec9-576bfe0b5b68 | 2025-01-18T09:36:26 | ai | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|medium| desc=AI system fine_tuning by ruizkathleen MITRE Technique: T1110.003 noise=accept|myself|side | {
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "a494ca8beff5ee67736729af6f2909eb",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_7) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/35.0.853.0 Safari/536.1",
"session_id": "11d4cefb-9ecd-4e3a-b324-51f3352b0e8f",
"risk_score": 31.35,
"confidence": 0.95
} | null | null | null | null | null | MITRE Technique: T1110.003 | AI system fine_tuning by ruizkathleen MITRE Technique: T1110.003 | fine_tuning | null | null | ruizkathleen | null | null | null | null | null | null | null | null | null | null | null | null | model-2f5cabe5 | 1852b746d1a0bcb67a5cdb52a6c924e466146f67e33a5dcb2973ce311b86ca15 | 46ce4e94befb51a916f4c929a6f76e34459a865b | null | null |
b1541cec-550f-4b89-a9f3-e7625330ebd1 | 2025-07-10T15:58:17 | network | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|low| desc=Network beaconing from 10.166.123.93 to 80.47.71.100 No additional info | {
"geo_location": "North Korea",
"device_hash": "5db5c7bbaa5bc42add19fce8202b59304c9ccae1e06ae4d6435822cfbe93635a",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/8344-02-03 03:34:33 Firefox/15.0",
"session_id": "6fb7bcf3-216a-4ad2-8ca1-1e75c247ed56",
"risk_score": 44.68,
"confidence": 0.9
} | 10.166.123.93 | 80.47.71.100 | null | null | null | No additional info | Network beaconing from 10.166.123.93 to 80.47.71.100 No additional info | beaconing | 964,701 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
56466b2a-8c4a-468f-8407-ea726f1770fe | 2025-03-19T06:09:45 | firewall | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only HTTPS traffic from 143.128.103.19:658 to 10.121.29.92:128 MITRE Technique: T1078.004 | {
"geo_location": "Tanzania",
"device_hash": "25895afc5644f26098d843e39edc288edba365c5cdef62fbc8b2dc1660b2d496",
"user_agent": "Mozilla/5.0 (Windows NT 5.01) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/28.0.801.0 Safari/532.1",
"session_id": "a1105b25-a7fc-43f6-97ca-92e020428a2c",
"risk_score": 42.39,
"confidence": 0.92
} | 143.128.103.19 | 10.121.29.92 | null | null | null | MITRE Technique: T1078.004 | Firewall log-only HTTPS traffic from 143.128.103.19:658 to 10.121.29.92:128 MITRE Technique: T1078.004 | log-only | 659,343 | HTTPS | null | null | null | null | null | null | null | null | 658 | 128 | 3,088 | null | null | null | null | null | null | null |
2e222037-d235-4abf-b7f4-a524df8f987a | 2025-02-28T11:42:08 | endpoint | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|info| desc=Endpoint scheduled_task magazine by willie16 MITRE Technique: T1059.005 | Unconventional IOC: Power consumption spikes | {
"geo_location": "Tanzania",
"device_hash": "5082a1fa6418870a8a8cbf71e808573da3a5026238d06298850b72e378b69c17",
"user_agent": "Opera/9.61.(Windows NT 5.01; lb-LU) Presto/2.9.175 Version/10.00",
"session_id": "052dea85-30c9-48c4-8558-25632e18119c",
"risk_score": 61.65,
"confidence": 0.35
} | null | null | null | null | null | MITRE Technique: T1059.005 | Unconventional IOC: Power consumption spikes | Endpoint scheduled_task magazine by willie16 MITRE Technique: T1059.005 | Unconventional IOC: Power consumption spikes | scheduled_task | null | null | willie16 | magazine | 7,940 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0f73f852-93a7-444e-a0b4-9993290307ea | 2025-03-03T21:00:49 | ids_alert | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|critical| desc=ArcSight Alert: DDoS detected from 72.147.44.142 targeting 158.122.203.73 No additional info noise=VHJ1dGgu | {
"geo_location": "Guinea-Bissau",
"device_hash": "a0b72db31241c17379c0c68602133687e845c8d5",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/531.7.5 (KHTML, like Gecko) Version/4.0.5 Safari/531.7.5",
"session_id": "8f0277b0-a1af-4814-b72a-0921fb749ed9",
"risk_score": 54.78,
"confidence": 0.46
} | 72.147.44.142 | 158.122.203.73 | DDoS | SIG-6624 | Evasion | No additional info | ArcSight Alert: DDoS detected from 72.147.44.142 targeting 158.122.203.73 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cda43ae5-8552-4821-8da6-23d37701d1f8 | 2025-06-18T19:43:38 | auth | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|info| desc=Auth bypass for georgeyates via passwordless from 6.221.194.231 Associated Threat Actor: Leafminer | {
"geo_location": "Holy See (Vatican City State)",
"device_hash": "7e24b3b6f01a3051ef77255a7057f12aa7afa486822defb86609b6f759717a0f",
"user_agent": "Opera/9.65.(X11; Linux x86_64; ts-ZA) Presto/2.9.189 Version/11.00",
"session_id": "d926c300-6f26-45fe-b45e-ef07535cc39a",
"risk_score": 30.57,
"confidence": 0.33
} | 6.221.194.231 | null | null | null | null | Associated Threat Actor: Leafminer | Auth bypass for georgeyates via passwordless from 6.221.194.231 Associated Threat Actor: Leafminer | bypass | null | null | georgeyates | null | null | null | null | null | null | null | null | null | null | passwordless | df:ba:e8:30:85:af | null | null | null | null | null |
ab0116cd-0b81-4c77-b6de-ff4ed73b9207 | 2025-07-03T16:11:25 | auth | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|info| desc=Auth locked for nicolerios via key from 98.93.89.207 No additional info | {
"geo_location": "Madagascar",
"device_hash": "dff84e4b4bf0239828a72051d2e06a1cfbeb4917ac2313f6185a38d626c3c4eb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/4.1)",
"session_id": "a4f0222a-82c4-4d7f-8b93-87818f89afb6",
"risk_score": 33.29,
"confidence": 0.49
} | 98.93.89.207 | null | null | null | null | No additional info | Auth locked for nicolerios via key from 98.93.89.207 No additional info | locked | null | null | nicolerios | null | null | null | null | null | null | null | null | null | null | key | 3e:80:37:40:e8:80 | null | null | null | null | null |
88f02cb8-dd1e-490e-a740-16baef4c9ece | 2025-06-06T01:57:08 | network | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|critical| desc=Network protocol_anomaly from 166.123.118.167 to 113.9.26.199 No additional info | {
"geo_location": "United Kingdom",
"device_hash": "aa132af45ae015d779e0f274523595bd92f4e9f4",
"user_agent": "Opera/8.95.(Windows 95; so-SO) Presto/2.9.177 Version/11.00",
"session_id": "d718aaa9-d2cd-4041-a847-a8fd3e5443aa",
"risk_score": 61.1,
"confidence": 0.07
} | 166.123.118.167 | 113.9.26.199 | null | null | null | No additional info | Network protocol_anomaly from 166.123.118.167 to 113.9.26.199 No additional info | protocol_anomaly | 30,120 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4976da38-d103-49e9-b428-bdce0ff64e76 | 2025-04-18T01:54:57 | ai | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|low| desc=AI system api_abuse by ericagray MITRE Technique: T1059.001 | {
"geo_location": "North Korea",
"device_hash": "4f58353195611425a904e4398c1f83c01acd43f9",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 6_1_6 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/10.6s1743.0 Mobile/47B097 Safari/535.0",
"session_id": "f8abf9f8-add8-4c8d-bf12-e8838170518d",
"risk_score": 63.97,
"confidence": 0.51
} | null | null | null | null | null | MITRE Technique: T1059.001 | AI system api_abuse by ericagray MITRE Technique: T1059.001 | api_abuse | null | null | ericagray | null | null | null | null | null | null | null | null | null | null | null | null | model-1a3ead06 | e9282c8dd6fd6c873e57f067b192c8ad1ada1fc0 | 6877251a6e96e11d0a84b60b07927db7 | null | null |
345b96af-f9b1-4090-ab9b-0fc8f3079588 | 2025-04-29T04:02:36 | cloud | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud lambda_execution in Azure by christinaosborne No additional info | {
"geo_location": "North Macedonia",
"device_hash": "6f7e4e0f9de1796f9af2606a1f04ad1e",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_4; rv:1.9.2.20) Gecko/9975-04-17 11:25:21 Firefox/13.0",
"session_id": "8be1bd29-d8b7-40de-9651-1b1ee1ab48f7",
"risk_score": 46.23,
"confidence": 0.77
} | null | null | null | null | null | No additional info | Cloud lambda_execution in Azure by christinaosborne No additional info | lambda_execution | null | null | christinaosborne | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-bf4ec4f1 |
3b3e3036-8b08-4193-bd37-48a74baeb7cf | 2025-05-24T03:03:08 | auth | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|medium| desc=Auth timeout for rachelmcclure via OAuth from 2.99.100.38 Unconventional IOC: Bios timestamp anomalies | {
"geo_location": "Madagascar",
"device_hash": "3bd9334c997b49a32b7d7faf2d9ab7b4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/5.0)",
"session_id": "6904b6f9-2ba5-467d-904e-1b7105bf354e",
"risk_score": 68.02,
"confidence": 0.9
} | 2.99.100.38 | null | null | null | null | Unconventional IOC: Bios timestamp anomalies | Auth timeout for rachelmcclure via OAuth from 2.99.100.38 Unconventional IOC: Bios timestamp anomalies | timeout | null | null | rachelmcclure | null | null | null | null | null | null | null | null | null | null | OAuth | 23:47:b9:37:58:b0 | null | null | null | null | null |
935ffea5-023a-4994-9f02-2fc508bfbb0e | 2025-03-10T04:32:27 | auth | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|high| desc=Auth failed for johndaugherty via MFA from 10.31.226.6 MITRE Technique: T1574.002 noise=SGl0Lg== | {
"geo_location": "Anguilla",
"device_hash": "ce85f49595d72d3055dd50aafba2acbfe4480f27",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/56.0.817.0 Safari/531.1",
"session_id": "003bf5bc-1400-4033-a7c5-a569489fee6e",
"risk_score": 76.67,
"confidence": 0.83
} | 10.31.226.6 | null | null | null | null | MITRE Technique: T1574.002 | Auth failed for johndaugherty via MFA from 10.31.226.6 MITRE Technique: T1574.002 | failed | null | null | johndaugherty | null | null | null | null | null | null | null | null | null | null | MFA | 6c:5b:c5:fa:03:76 | null | null | null | null | null |
b63f6499-7e95-47a5-9bd0-275965e933b0 | 2025-02-09T06:09:05 | ai | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|high| desc=AI system api_abuse by jrivera MITRE Technique: T1059.005 | {
"geo_location": "South Africa",
"device_hash": "02a0b7dd7f5c59c7594dec282b16c9ae",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_4; rv:1.9.2.20) Gecko/8940-02-22 11:04:29 Firefox/3.8",
"session_id": "5860bfb8-2930-4242-b49c-d0cdae32f2b0",
"risk_score": 49.95,
"confidence": 0.33
} | null | null | null | null | null | MITRE Technique: T1059.005 | AI system api_abuse by jrivera MITRE Technique: T1059.005 | api_abuse | null | null | jrivera | null | null | null | null | null | null | null | null | null | null | null | null | model-f45acd5b | 125da2d013fdeea5dea530aa8197d9687f7beb0b | a11b348944479e4c16e77101e181dde66f2a92d17a4ebff890cb44b4335c33da | null | null |
046d46af-4ebe-440c-87a1-bd7e1a3b8a0b | 2025-04-29T21:20:55 | ids_alert | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|low| desc=Snort Alert: SQL Injection detected from 26.171.195.215 targeting 60.26.246.181 Associated Threat Actor: Scattered Spider | {
"geo_location": "Germany",
"device_hash": "1415402ff8fe606a0478300370b75ffa5c869f5d0784fc490f78c4afc066162b",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_8) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/38.0.874.0 Safari/535.2",
"session_id": "925085a5-4ae1-4a89-b302-57b87982e3f7",
"risk_score": 23.26,
"confidence": 0.29
} | 26.171.195.215 | 60.26.246.181 | SQL Injection | SIG-9438 | Policy | Associated Threat Actor: Scattered Spider | Snort Alert: SQL Injection detected from 26.171.195.215 targeting 60.26.246.181 Associated Threat Actor: Scattered Spider | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
93b259df-fce9-4e3d-90e8-6b304e81ad3b | 2025-03-12T08:21:03 | firewall | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|low| desc=Firewall deny TCP traffic from 176.249.250.156:368 to 206.168.28.49:346 No additional info | {
"geo_location": "Djibouti",
"device_hash": "5501329f3fdf1c1eb2685f91003490d0",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/4191-04-06 15:40:11 Firefox/3.8",
"session_id": "a6287756-edb5-4ced-b246-1a41fdbbd606",
"risk_score": 49.4,
"confidence": 0.05
} | 176.249.250.156 | 206.168.28.49 | null | null | null | No additional info | Firewall deny TCP traffic from 176.249.250.156:368 to 206.168.28.49:346 No additional info | deny | 277,835 | TCP | null | null | null | null | null | null | null | null | 368 | 346 | 2,513 | null | null | null | null | null | null | null |
c542b878-9e3a-4383-8cc5-ad2315c56bf4 | 2025-01-22T08:00:26 | cloud | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in OCI by kelly97 No additional info noise=382D5D2E | {
"geo_location": "Jordan",
"device_hash": "8c8e3d29b21865b5508a78710ea6791a0a4173fb",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 12_4_4 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/18.0q6512.0 Mobile/84J575 Safari/536.0",
"session_id": "8b6687eb-4302-4e3a-a83c-77885ec4c3d3",
"risk_score": 66.49,
"confidence": 0.74
} | null | null | null | null | null | No additional info | Cloud shadow_it in OCI by kelly97 No additional info | shadow_it | null | null | kelly97 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-7dab425b |
03614192-6e1a-48a4-ad34-219b6990781a | 2025-04-10T06:10:45 | endpoint | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_stop /rule/follow.webm by uandersen No additional info | {
"geo_location": "China",
"device_hash": "4b608f183d662bd4b94fa919a603a977fdfa653c",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; mai-IN; rv:1.9.1.20) Gecko/9276-04-28 05:22:00 Firefox/15.0",
"session_id": "bd66b577-35d3-49cb-b9d5-5bae1247d570",
"risk_score": 45.75,
"confidence": 0.14
} | null | null | null | null | null | No additional info | Endpoint process_stop /rule/follow.webm by uandersen No additional info | process_stop | null | null | uandersen | /rule/follow.webm | 7,134 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
645e8e59-e9c3-4f0a-984b-655e087af303 | 2025-01-29T04:21:20 | ids_alert | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|low| desc=Carbon Black Alert: Domain Fronting detected from 101.199.212.17 targeting 24.159.12.224 No additional info | {
"geo_location": "Central African Republic",
"device_hash": "e874afbe24a9bfd1e2fc70cbd97aa6129944aa56",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/56.0.893.0 Safari/533.1",
"session_id": "0f82a4a5-d93c-498f-9811-a8238cd32430",
"risk_score": 52.79,
"confidence": 0.69
} | 101.199.212.17 | 24.159.12.224 | Domain Fronting | SIG-2554 | Recon | No additional info | Carbon Black Alert: Domain Fronting detected from 101.199.212.17 targeting 24.159.12.224 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
65e5718d-6e0d-4236-b912-46716015475c | 2025-06-16T03:36:26 | cloud | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in Alibaba by cperez Associated Threat Actor: APT29 | {
"geo_location": "Iran",
"device_hash": "40dfff1c5d6c6a0c84b2a5a30b20b342",
"user_agent": "Opera/8.35.(Windows NT 10.0; eo-US) Presto/2.9.171 Version/11.00",
"session_id": "580c93c3-09b6-46cd-8329-c0e8c7642411",
"risk_score": 62.68,
"confidence": 0.43
} | null | null | null | null | null | Associated Threat Actor: APT29 | Cloud crypto_mining in Alibaba by cperez Associated Threat Actor: APT29 | crypto_mining | null | null | cperez | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-18a50bed |
8a2aa1f1-68d1-4657-a1dc-64266a86422e | 2025-02-09T05:31:14 | firewall | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall deny HTTPS traffic from 29.17.145.251:548 to 61.26.74.34:122 Geo anomaly: Impossible travel detected noise=F1AA3E25 | {
"geo_location": "Honduras",
"device_hash": "80b9af3a61fb1861978dae99b5b17dcd",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3.4) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/27.0.859.0 Safari/536.1",
"session_id": "bfb9a2dd-a721-47f4-b53a-888d445e3373",
"risk_score": 43.87,
"confidence": 0.74
} | 29.17.145.251 | 61.26.74.34 | null | null | null | Geo anomaly: Impossible travel detected | Firewall deny HTTPS traffic from 29.17.145.251:548 to 61.26.74.34:122 Geo anomaly: Impossible travel detected | deny | 420,653 | HTTPS | null | null | null | null | null | null | null | null | 548 | 122 | 1,271 | null | null | null | null | null | null | null |
49730dab-f83a-40b2-a505-514434138fca | 2025-05-31T18:16:41 | auth | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|low| desc=Auth locked for ojones via password from 4.187.92.205 No additional info | {
"geo_location": "Hungary",
"device_hash": "a9b468467c1959c024b988b0dd85bf596404af16",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/4.0)",
"session_id": "84e2c06b-819c-4428-8662-390c588ea07f",
"risk_score": 28.73,
"confidence": 0.62
} | 4.187.92.205 | null | null | null | null | No additional info | Auth locked for ojones via password from 4.187.92.205 No additional info | locked | null | null | ojones | null | null | null | {
"baseline_deviation": 1.07,
"entropy": 5.93,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | password | 39:37:6a:4e:eb:f4 | null | null | null | null | null |
5444a2c9-7cf2-4b35-a988-774f2f861dc4 | 2025-04-12T16:08:42 | endpoint | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|info| desc=Endpoint registry_change capital by jeremy98 MITRE Technique: T1547.001 | Associated Threat Actor: Lazarus Group | {
"geo_location": "Comoros",
"device_hash": "9c8d3c11736ac2fac5040c936470283d8b86115fbd31a4c7e219fcea870785ce",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/48.0.834.0 Safari/533.0",
"session_id": "24ad1ac1-36cd-4bdd-b30b-82fb7432c658",
"risk_score": 61.78,
"confidence": 0.42
} | null | null | null | null | null | MITRE Technique: T1547.001 | Associated Threat Actor: Lazarus Group | Endpoint registry_change capital by jeremy98 MITRE Technique: T1547.001 | Associated Threat Actor: Lazarus Group | registry_change | null | null | jeremy98 | capital | 5,740 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
23b5f627-4571-49c7-bf0e-699e644248de | 2025-03-23T15:56:48 | iot | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|low| desc=IoT device Camera physical_tamper No additional info | {
"geo_location": "Luxembourg",
"device_hash": "7c716098f1f3058903f06b40a6be6206f0883b4ea26dee6ca681a2f9905e5eaf",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 9_3_6 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) CriOS/44.0.895.0 Mobile/98G775 Safari/536.0",
"session_id": "082ad440-7c86-4992-b3fc-5d733f73645a",
"risk_score": 83.47,
"confidence": 1
} | 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-1141ef58 | 5.2 | null | null | null | null | null | null | null | null | null | null |
c3823120-c612-4138-9784-567aa066c519 | 2025-01-30T18:41:49 | iot | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat side_channel No additional info | {
"geo_location": "China",
"device_hash": "ff3e9e815cef5d01ac001efe716375e822af91d6",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/44.0.808.0 Mobile/53A168 Safari/535.2",
"session_id": "e6031f7b-6de9-40c1-ae3a-35ac9bd772cb",
"risk_score": 45.3,
"confidence": 0.62
} | null | null | null | null | null | No additional info | IoT device Thermostat side_channel No additional info | side_channel | null | null | null | null | null | null | null | Thermostat | iot-5f7cf18b | 5.0 | null | null | null | null | null | null | null | null | null | null |
b958eba8-50d4-4b7b-912a-236c4603479d | 2025-06-18T20:42:44 | ids_alert | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|high| desc=Microsoft Sentinel Alert: Cloud API Abuse detected from 160.64.10.71 targeting 76.250.239.7 No additional info | {
"geo_location": "China",
"device_hash": "4c9de49e20a46151d1caeb7f237618c3",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; ckb-IQ) AppleWebKit/534.4.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6534.4.6",
"session_id": "15b56954-8c08-4efc-a410-e68e3f20e87b",
"risk_score": 58.19,
"confidence": 0.61
} | 160.64.10.71 | 76.250.239.7 | Cloud API Abuse | SIG-9780 | Malware | No additional info | Microsoft Sentinel Alert: Cloud API Abuse detected from 160.64.10.71 targeting 76.250.239.7 No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 1.57,
"entropy": 5.85,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
6901bd1a-5263-4dc3-838e-853e0efd667d | 2025-01-16T13:14:16 | auth | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for monica33 via key from 150.199.108.241 No additional info | {
"geo_location": "Russia",
"device_hash": "9553c0332fd5687df71360d90eb86612b3eb6a34efadb552d35cc5378038ce6c",
"user_agent": "Opera/8.76.(Windows NT 6.1; hne-IN) Presto/2.9.161 Version/12.00",
"session_id": "475d48f9-5853-43eb-9338-d2fc8429bbc4",
"risk_score": 60.77,
"confidence": 0.85
} | 150.199.108.241 | null | null | null | null | No additional info | Auth timeout for monica33 via key from 150.199.108.241 No additional info | timeout | null | null | monica33 | null | null | null | null | null | null | null | null | null | null | key | 62:cf:e8:02:9a:8a | null | null | null | null | null |
126180a7-ea1f-4699-8ec1-60af6221e18a | 2025-04-25T19:57:26 | endpoint | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint powershell_exec find by hlee No additional info | {
"geo_location": "Panama",
"device_hash": "f74ce0149d9e7011a32a044294136a39",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3.2) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/63.0.877.0 Safari/534.1",
"session_id": "40c72369-b8c3-48f7-8515-34b8359b072f",
"risk_score": 72.31,
"confidence": 0.33
} | null | null | null | null | null | No additional info | Endpoint powershell_exec find by hlee No additional info | powershell_exec | null | null | hlee | find | 7,571 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
07f185d9-e8b1-4f9a-aee7-f3680b83a5eb | 2025-05-18T16:03:09 | cloud | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud lambda_execution in Alibaba by ashleyjones No additional info | {
"geo_location": "North Korea",
"device_hash": "9113055a9f9a1faa168f5d442b5735664a256ed7549e805389a6d7d0c079609c",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/9147-06-16 14:10:15 Firefox/3.8",
"session_id": "97389c33-d08c-44a6-9222-f1332c0c5523",
"risk_score": 44.61,
"confidence": 0.69
} | null | null | null | null | null | No additional info | Cloud lambda_execution in Alibaba by ashleyjones No additional info | lambda_execution | null | null | ashleyjones | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-ec4b8437 |
f0a072ac-afb6-4150-bdc6-be920544aca9 | 2025-06-20T19:30:01 | iot | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical battery_drain MITRE Technique: T1204.002 | {
"geo_location": "New Zealand",
"device_hash": "9be594d7ef64ca87febc28832883a3bf24cba382",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/534.1.6 (KHTML, like Gecko) Version/5.0.5 Safari/534.1.6",
"session_id": "6b2302e3-21d8-4fc6-b509-0064ff9004e2",
"risk_score": 48.81,
"confidence": 0.42
} | null | null | null | null | null | MITRE Technique: T1204.002 | IoT device Medical battery_drain MITRE Technique: T1204.002 | battery_drain | null | null | null | null | null | null | {
"baseline_deviation": 1.68,
"entropy": 4.65,
"frequency_anomaly": false,
"sequence_anomaly": true
} | Medical | iot-2f962b5b | 1.3 | null | null | null | null | null | null | null | null | null | null |
c257f403-3070-437b-be82-5d497168a96f | 2025-01-15T08:55:29 | endpoint | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint file_access wall by dknapp MITRE Technique: T1078.004 | {
"geo_location": "Montenegro",
"device_hash": "f43fb56f222f3ee66fdc069f98865124cd9710fa",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_0; rv:1.9.6.20) Gecko/8506-05-03 14:45:35 Firefox/3.8",
"session_id": "795af898-8720-47fc-9a60-30b93e2d5ebf",
"risk_score": 66.64,
"confidence": 0.99
} | null | null | null | null | null | MITRE Technique: T1078.004 | Endpoint file_access wall by dknapp MITRE Technique: T1078.004 | file_access | null | null | dknapp | wall | 2,327 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3d91822d-9cbb-42ff-a5e7-790b9c90d52b | 2025-02-03T19:49:55 | ids_alert | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|medium| desc=Darktrace Alert: XSS detected from 104.30.21.119 targeting N/A MITRE Technique: T1204.002 | {
"geo_location": "Azerbaijan",
"device_hash": "0661b275fbe0c28d1359456160ac0d28895be490",
"user_agent": "Mozilla/5.0 (Windows 98; fo-FO; rv:1.9.1.20) Gecko/9799-08-22 06:54:04 Firefox/3.8",
"session_id": "e5219239-b6c4-4b89-a990-bee17ffa3203",
"risk_score": 12.83,
"confidence": 0.19
} | 104.30.21.119 | N/A | XSS | SIG-9764 | Policy | MITRE Technique: T1204.002 | Darktrace Alert: XSS detected from 104.30.21.119 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 |
0f2e6591-1588-49ab-ad8e-2368865a7d00 | 2025-07-11T08:42:08 | ai | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|info| desc=AI system model_inversion by gholden MITRE Technique: T1078.004 | {
"geo_location": "Mali",
"device_hash": "4e6cd0635173c7ca91db98939b477b9e3670104bb2751978c9e6a3844d81fd77",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.0; Trident/3.0)",
"session_id": "ebde6ab1-baa9-467a-b8ff-26b2493d4a9e",
"risk_score": 69.08,
"confidence": 0.78
} | null | null | null | null | null | MITRE Technique: T1078.004 | AI system model_inversion by gholden MITRE Technique: T1078.004 | model_inversion | null | null | gholden | null | null | null | {
"baseline_deviation": 1.72,
"entropy": 3.42,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | model-bfa28d05 | d86e2bf3e629535110fd2d8545912444a9c7747b133054532b6930820244d530 | 9299abdefa89cddb065c9fd3cb33080ddcb5910645de8abcfd57f55a14f2db08 | null | null |
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