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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
190b6bd2-35b9-477d-8352-dfa9536d0a35 | 2025-04-02T03:12:55 | firewall | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|low| desc=Firewall inspect ICMP traffic from 13.199.99.166:1011 to 10.158.24.31:10512 Unconventional IOC: GPU memory artifacts noise=lose|establish|source | {
"geo_location": "Montserrat",
"device_hash": "a11100b2ee46f21982a6d80f03a94383f1943a9611ce54b27e5cbfe88e261575",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_6) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/37.0.893.0 Safari/531.2",
"session_id": "e3ae2be8-8977-43d1-90ed-ca74ce7f93d2",
"risk_score": 43.59,
"confidence": 0.08
} | 13.199.99.166 | 10.158.24.31 | null | null | null | Unconventional IOC: GPU memory artifacts | Firewall inspect ICMP traffic from 13.199.99.166:1011 to 10.158.24.31:10512 Unconventional IOC: GPU memory artifacts | inspect | 61,827 | ICMP | null | null | null | null | null | null | null | null | 1,011 | 10,512 | 3,414 | null | null | null | null | null | null | null |
a5929cd9-2a55-4f0b-ba34-2720d1dfeeea | 2025-04-30T21:52:56 | endpoint | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint powershell_exec /value/box.js by johnsonjason No additional info | {
"geo_location": "Croatia",
"device_hash": "70fa9b3db83fcbdfe2f0d6295580aa20f0b44bf5",
"user_agent": "Mozilla/5.0 (Android 4.0.2; Mobile; rv:38.0) Gecko/38.0 Firefox/38.0",
"session_id": "fc611740-ac28-4e02-b92e-4f8b70f830f5",
"risk_score": 41.66,
"confidence": 0.65
} | null | null | null | null | null | No additional info | Endpoint powershell_exec /value/box.js by johnsonjason No additional info | powershell_exec | null | null | johnsonjason | /value/box.js | 1,768 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3de7894d-c943-4984-9aed-bccb1e38e527 | 2025-03-26T22:05:38 | auth | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|low| desc=Auth bypass for lyonsangela via passwordless from 10.110.164.228 No additional info | {
"geo_location": "Guadeloupe",
"device_hash": "831b693def912c018f3c5ac12f1aeb39",
"user_agent": "Opera/8.17.(Windows NT 5.2; he-IL) Presto/2.9.166 Version/11.00",
"session_id": "64ca73fb-7031-47ce-bafd-9eee688f1b84",
"risk_score": 48.69,
"confidence": 0.25
} | 10.110.164.228 | null | null | null | null | No additional info | Auth bypass for lyonsangela via passwordless from 10.110.164.228 No additional info | bypass | null | null | lyonsangela | null | null | null | null | null | null | null | null | null | null | passwordless | 46:82:67:77:93:97 | null | null | null | null | null |
0f34be4d-fa0b-417f-8e91-c057ea3ec654 | 2025-03-20T08:30:27 | endpoint | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection owner by timothymacias No additional info noise=Q2VydGFpbi4= | {
"geo_location": "Denmark",
"device_hash": "79fe69f635cd13b8b91cc2a50d7fab8e4c466285",
"user_agent": "Opera/8.24.(Windows NT 5.01; quz-PE) Presto/2.9.170 Version/11.00",
"session_id": "f6acb9cd-313b-444e-ab44-c6b9b3c64c59",
"risk_score": 42.13,
"confidence": 0.75
} | null | null | null | null | null | No additional info | Endpoint memory_injection owner by timothymacias No additional info | memory_injection | null | null | timothymacias | owner | 736 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0d05c0be-e4b7-4770-9c3e-a1de4611aec6 | 2025-02-21T10:16:51 | cloud | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in Alibaba by philliplozano MITRE Technique: T1059.005 | {
"geo_location": "Iran",
"device_hash": "55bfca93b86d0a2be77ed75a26e5ed5ec97865a4",
"user_agent": "Opera/8.14.(Windows NT 11.0; wal-ET) Presto/2.9.185 Version/11.00",
"session_id": "ed2bba5b-ee3f-476b-b0fe-b234159cf95b",
"risk_score": 84.32,
"confidence": 0.39
} | null | null | null | null | null | MITRE Technique: T1059.005 | Cloud config_change in Alibaba by philliplozano MITRE Technique: T1059.005 | config_change | null | null | philliplozano | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-02b9ce48 |
897e0bbf-8fa1-40a7-9e6a-98658631e3ea | 2025-04-18T06:23:48 | cloud | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|high| desc=Cloud container_escape in GCP by whitevictoria Associated Threat Actor: Sandworm Team | {
"geo_location": "Russia",
"device_hash": "d005c82540a41b2ce1a4c7709e29ec32",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/27.0.894.0 Safari/533.1",
"session_id": "81b6fdf7-51bd-49fd-a726-5aad761ddab8",
"risk_score": 51.76,
"confidence": 0.41
} | null | null | null | null | null | Associated Threat Actor: Sandworm Team | Cloud container_escape in GCP by whitevictoria Associated Threat Actor: Sandworm Team | container_escape | null | null | whitevictoria | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-dd0048a2 |
bafcf8f7-aeee-4830-b48b-8037cf131be9 | 2025-04-24T09:09:37 | endpoint | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec gun by trobinson Living-off-the-land technique detected | {
"geo_location": "Honduras",
"device_hash": "45e2dafaf361676722ffb69509226712cc79c0f1f1e9cbdad3eeacc9e1467c05",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/5.1)",
"session_id": "ad631aae-4bc5-4e47-b451-6d08c73677bb",
"risk_score": 42.63,
"confidence": 0.59
} | null | null | null | null | null | Living-off-the-land technique detected | Endpoint wmi_exec gun by trobinson Living-off-the-land technique detected | wmi_exec | null | null | trobinson | gun | 5,694 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3735f1db-d446-41e5-818d-1e39f7ca3785 | 2025-02-27T05:03:32 | ids_alert | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|low| desc=Splunk Alert: SQL Injection detected from 10.153.173.184 targeting 159.55.77.140 No additional info | {
"geo_location": "Fiji",
"device_hash": "bce8c2705efc4ff0995179407e3aec7efd414f39",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_4 rv:5.0; cs-CZ) AppleWebKit/533.21.1 (KHTML, like Gecko) Version/4.0.4 Safari/533.21.1",
"session_id": "59392278-9372-449e-8f6b-a53a44d37456",
"risk_score": 54.99,
"confidence": 0.68
} | 10.153.173.184 | 159.55.77.140 | SQL Injection | SIG-2311 | Evasion | No additional info | Splunk Alert: SQL Injection detected from 10.153.173.184 targeting 159.55.77.140 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ffa27143-d252-4b6d-a22b-a2551302e37f | 2025-02-03T17:14:13 | cloud | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|info| desc=Cloud shadow_it in AWS by elizabeth01 MITRE Technique: T1204.002 noise=6A0A4F84 | {
"geo_location": "Madagascar",
"device_hash": "de82463f0018f2b3acd3ee3b3d45e9bc47d490c0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/3.0)",
"session_id": "95d4809e-dd8d-4fa0-be1b-a9baf4c76aec",
"risk_score": 19.44,
"confidence": 0.04
} | null | null | null | null | null | MITRE Technique: T1204.002 | Cloud shadow_it in AWS by elizabeth01 MITRE Technique: T1204.002 | shadow_it | null | null | elizabeth01 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-3962148e |
9a87f9c6-6b4e-4f9d-a450-1755ae53d1d1 | 2025-02-08T08:10:04 | endpoint | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec /customer/statement.avi by bradleycharles No additional info | {
"geo_location": "Norway",
"device_hash": "d5d5b1b9dd462b77b95cd008bbe724eb",
"user_agent": "Mozilla/5.0 (Linux; Android 7.1.1) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/53.0.882.0 Safari/533.2",
"session_id": "bf95662a-a15b-4910-8f79-a9ce43fe14b4",
"risk_score": 22.37,
"confidence": 0.54
} | null | null | null | null | null | No additional info | Endpoint wmi_exec /customer/statement.avi by bradleycharles No additional info | wmi_exec | null | null | bradleycharles | /customer/statement.avi | 3,320 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d6e6303e-def3-4c4e-9a01-dfd37e5d65c2 | 2025-01-21T06:50:27 | network | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 34.128.124.186 to 12.108.152.120 MITRE Technique: T1566.001 | {
"geo_location": "Andorra",
"device_hash": "cf98e50b2ca31d4e4a38a523141a3d504073d9c4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/4.0)",
"session_id": "a57e4348-a4ce-4d22-89e0-54ab00a3f134",
"risk_score": 31.72,
"confidence": 0.11
} | 34.128.124.186 | 12.108.152.120 | null | null | null | MITRE Technique: T1566.001 | Network latency_spike from 34.128.124.186 to 12.108.152.120 MITRE Technique: T1566.001 | latency_spike | 353,635 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b75dac28-c8b8-4d88-9ec7-7206638b1db0 | 2025-01-14T07:47:00 | firewall | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop HTTP traffic from 15.213.213.166:124 to 139.33.16.210:803 No additional info | {
"geo_location": "Russia",
"device_hash": "b88090e7e9a4a9bdc05d9e208ecb3b57145eb6b0",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_0; rv:1.9.2.20) Gecko/5295-09-26 17:31:41 Firefox/3.6.7",
"session_id": "6955a649-cb12-4d7d-809b-0b151560463f",
"risk_score": 61.81,
"confidence": 0.69
} | 15.213.213.166 | 139.33.16.210 | null | null | null | No additional info | Firewall drop HTTP traffic from 15.213.213.166:124 to 139.33.16.210:803 No additional info | drop | 875,127 | HTTP | null | null | null | null | null | null | null | null | 124 | 803 | 1,674 | null | null | null | null | null | null | null |
1c7c4f98-6c26-4b34-b9cf-be573f7aa6d9 | 2025-01-30T08:45:11 | ids_alert | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|high| desc=FireEye HX Alert: Supply Chain Compromise detected from 63.3.127.151 targeting 216.11.223.183 No additional info | {
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "c287c30a18fa5df4dfc2addf3a674739",
"user_agent": "Opera/8.69.(Windows NT 5.2; niu-NU) Presto/2.9.173 Version/11.00",
"session_id": "188b5aec-5602-4a36-be39-da8313f9469f",
"risk_score": 66.34,
"confidence": 0.05
} | 63.3.127.151 | 216.11.223.183 | Supply Chain Compromise | SIG-9530 | Recon | No additional info | FireEye HX Alert: Supply Chain Compromise detected from 63.3.127.151 targeting 216.11.223.183 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
56efadf5-f936-4926-ac24-0a6fbdce3e40 | 2025-02-11T11:21:51 | firewall | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|high| desc=Firewall inspect SSH traffic from 28.96.244.183:13 to 29.219.18.236:36584 No additional info noise=explore/wp-content | {
"geo_location": "Central African Republic",
"device_hash": "52437042fa86e957a2e2396d8d8dc07fad4bc3f5",
"user_agent": "Opera/8.69.(Windows NT 10.0; it-CH) Presto/2.9.165 Version/11.00",
"session_id": "9270e91f-4089-411d-a4ca-207ac9807206",
"risk_score": 72.38,
"confidence": 0.75
} | 28.96.244.183 | 29.219.18.236 | null | null | null | No additional info | Firewall inspect SSH traffic from 28.96.244.183:13 to 29.219.18.236:36584 No additional info | inspect | 7,440 | SSH | null | null | null | null | null | null | null | null | 13 | 36,584 | 629 | null | null | null | null | null | null | null |
8d82a2cd-18a1-4138-b123-b29581face08 | 2025-06-15T11:40:24 | ids_alert | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|high| desc=Elastic SIEM Alert: DNS Tunneling detected from 10.11.65.132 targeting 177.17.250.51 No additional info | {
"geo_location": "Malaysia",
"device_hash": "be6e82a2d4fb20897c7018d778c81cb4669a184f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/4.0)",
"session_id": "5bff12f7-cd33-4a94-8a56-c0c4bd5f8f91",
"risk_score": 57.57,
"confidence": 0.03
} | 10.11.65.132 | 177.17.250.51 | DNS Tunneling | SIG-9249 | Malware | No additional info | Elastic SIEM Alert: DNS Tunneling detected from 10.11.65.132 targeting 177.17.250.51 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
179ba72d-2e48-4dc4-888c-0f9d4b236831 | 2025-06-19T08:07:25 | ids_alert | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|critical| desc=ArcSight Alert: AI Model Poisoning detected from 220.230.39.153 targeting 184.128.94.235 No additional info | {
"geo_location": "Kuwait",
"device_hash": "88bf59a7bd942cdb87b5a1a367aa5d8b1087226d392eff80c91569779443684c",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_5) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/40.0.877.0 Safari/535.1",
"session_id": "8deea88b-a0fc-41ea-b9c0-1334081e74fc",
"risk_score": 100,
"confidence": 0.36
} | 220.230.39.153 | 184.128.94.235 | AI Model Poisoning | SIG-6639 | Exploit | No additional info | ArcSight Alert: AI Model Poisoning detected from 220.230.39.153 targeting 184.128.94.235 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d7279345-e4cb-4a40-bd73-fb1b2a5f23c9 | 2025-05-23T01:19:32 | endpoint | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task /sea/their.mp3 by daltonthompson No additional info | {
"geo_location": "India",
"device_hash": "a5bee9e645c4fe8175466fa5e6fb5ceaf1b4bd4887d1777f1db479fbade5d99f",
"user_agent": "Mozilla/5.0 (Android 4.0.3; Mobile; rv:51.0) Gecko/51.0 Firefox/51.0",
"session_id": "637890bd-8eb1-4eab-bef1-fd4380817cd7",
"risk_score": 43.54,
"confidence": 0.14
} | null | null | null | null | null | No additional info | Endpoint scheduled_task /sea/their.mp3 by daltonthompson No additional info | scheduled_task | null | null | daltonthompson | /sea/their.mp3 | 2,822 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9a05bb3a-2714-4ce8-8f2a-c318cdfecb80 | 2025-04-14T03:46:48 | firewall | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only ICMP traffic from 48.20.33.168:194 to 57.218.163.104:696 MITRE Technique: T1078.004 noise=economy|leader|cold | {
"geo_location": "Gabon",
"device_hash": "f5747ae8689bae6114e3cf147b63180c",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_4 rv:2.0; yi-US) AppleWebKit/534.29.5 (KHTML, like Gecko) Version/5.0.4 Safari/534.29.5",
"session_id": "ce032bb8-a1fc-430c-a407-0a9fc1d844bf",
"risk_score": 70.22,
"confidence": 0.79
} | 48.20.33.168 | 57.218.163.104 | null | null | null | MITRE Technique: T1078.004 | Firewall log-only ICMP traffic from 48.20.33.168:194 to 57.218.163.104:696 MITRE Technique: T1078.004 | log-only | 828,770 | ICMP | null | null | null | null | null | null | null | null | 194 | 696 | 3,036 | null | null | null | null | null | null | null |
3446ebcf-2225-4c0c-820e-71029cf16424 | 2025-05-04T12:42:13 | cloud | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|medium| desc=Cloud config_change in GCP by ayalaalexander No additional info | {
"geo_location": "Spain",
"device_hash": "855eb24e5a3e8c4f5bf32e45e9050606",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_4) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/51.0.879.0 Safari/532.0",
"session_id": "65ca5aa1-7077-4c23-885a-c9f7b04ef8e5",
"risk_score": 24.61,
"confidence": 0.49
} | null | null | null | null | null | No additional info | Cloud config_change in GCP by ayalaalexander No additional info | config_change | null | null | ayalaalexander | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-3d3cfa49 |
b4ebf0b6-08ee-46eb-a81d-25aff8439b38 | 2025-02-05T07:46:36 | ids_alert | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|medium| desc=Trellix Alert: SQL Injection detected from 132.228.140.183 targeting 13.25.97.126 Unconventional IOC: TPM attestation failures noise=effect|stage|need | {
"geo_location": "Denmark",
"device_hash": "84ca5202c7aa7e41f639cfc3de2b521357e95fe0",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_2) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/29.0.858.0 Safari/533.2",
"session_id": "48d33a5f-307b-455b-96b5-ad890d173651",
"risk_score": 28.98,
"confidence": 0.12
} | 132.228.140.183 | 13.25.97.126 | SQL Injection | SIG-1055 | Policy | Unconventional IOC: TPM attestation failures | Trellix Alert: SQL Injection detected from 132.228.140.183 targeting 13.25.97.126 Unconventional IOC: TPM attestation failures | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5cad6ab9-64f3-4d33-aec5-96adf609ff9d | 2025-04-23T10:30:19 | network | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 37.232.226.109 to 68.123.37.195 No additional info noise=QWdyZWVtZW50Lg== | {
"geo_location": "Finland",
"device_hash": "183a8705280b92f86022e91b7c4b1240456773240ae3b3120b7bfe1aa1fd99d5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/3.0)",
"session_id": "82e9edb2-f628-4bfa-9f0a-70d8aa44955c",
"risk_score": 57.2,
"confidence": 0.14
} | 37.232.226.109 | 68.123.37.195 | null | null | null | No additional info | Network disconnection from 37.232.226.109 to 68.123.37.195 No additional info | disconnection | 154,353 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5e86a639-6c04-44be-8600-b6e952d76d3c | 2025-05-15T12:08:19 | network | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|high| desc=Network connection from 1.189.192.33 to 86.41.25.175 No additional info | {
"geo_location": "Barbados",
"device_hash": "8e39ebdfe390e173c17c7831372cc24481aae01a",
"user_agent": "Opera/9.14.(X11; Linux i686; the-NP) Presto/2.9.172 Version/11.00",
"session_id": "3ce8ec08-4b83-4f17-81a5-9529c378b981",
"risk_score": 51.65,
"confidence": 0.98
} | 1.189.192.33 | 86.41.25.175 | null | null | null | No additional info | Network connection from 1.189.192.33 to 86.41.25.175 No additional info | connection | 895,677 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e43bc6a8-aa23-4726-abb1-b0216703834e | 2025-01-15T22:06:15 | auth | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|high| desc=Auth challenge for jacqueline33 via MFA from 10.229.208.95 No additional info | {
"geo_location": "Cayman Islands",
"device_hash": "facdf17c573d3004904aec94066f76cd19782e9a68274e7992314c7c85922f04",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 11.0; Trident/5.1)",
"session_id": "98e6dec8-4a03-4bd0-8418-47e011f0a03b",
"risk_score": 61.22,
"confidence": 0.91
} | 10.229.208.95 | null | null | null | null | No additional info | Auth challenge for jacqueline33 via MFA from 10.229.208.95 No additional info | challenge | null | null | jacqueline33 | null | null | null | null | null | null | null | null | null | null | MFA | 7f:03:28:64:31:7a | null | null | null | null | null |
bd6cb907-7d35-40e6-937f-99b9bdc0e347 | 2025-05-16T21:27:20 | endpoint | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task eye by susanhall No additional info | {
"geo_location": "Papua New Guinea",
"device_hash": "467393100dbe8b6a449b4c7a832844c8626b463b8273f5a9b754a7981daf3baf",
"user_agent": "Mozilla/5.0 (Linux; Android 4.0.4) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/35.0.895.0 Safari/535.0",
"session_id": "8306b4c1-bdb1-4a02-89f9-f4f2e0850769",
"risk_score": 50.58,
"confidence": 0.83
} | null | null | null | null | null | No additional info | Endpoint scheduled_task eye by susanhall No additional info | scheduled_task | null | null | susanhall | eye | 970 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
de2ee102-74fc-4509-a5bf-6dbad182849f | 2025-04-10T06:30:30 | auth | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|low| desc=Auth challenge for cisneroseric via passwordless from 7.26.144.64 No additional info | {
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "119bd4f371d60757197108ae3f9bc946",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_6; rv:1.9.3.20) Gecko/7934-04-13 20:36:03 Firefox/6.0",
"session_id": "d7ebd56a-3660-4871-8666-20e37eb1d406",
"risk_score": 58.75,
"confidence": 0.87
} | 7.26.144.64 | null | null | null | null | No additional info | Auth challenge for cisneroseric via passwordless from 7.26.144.64 No additional info | challenge | null | null | cisneroseric | null | null | null | null | null | null | null | null | null | null | passwordless | ec:17:46:5f:37:ca | null | null | null | null | null |
45769eca-5821-49f3-b766-89401736e8e8 | 2025-03-11T02:42:39 | endpoint | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint persistence_mechanism lead by qdennis No additional info | {
"geo_location": "Montserrat",
"device_hash": "69ce3058b46843d351e2a50b7df28e6aa80d8957",
"user_agent": "Opera/9.76.(Windows NT 6.0; ps-AF) Presto/2.9.166 Version/10.00",
"session_id": "4a0c28c8-c588-4b5c-bc80-99a1d03611dd",
"risk_score": 66.16,
"confidence": 0.63
} | null | null | null | null | null | No additional info | Endpoint persistence_mechanism lead by qdennis No additional info | persistence_mechanism | null | null | qdennis | lead | 5,080 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9339369e-496c-43d8-8fc3-9a54e4ff2be4 | 2025-04-04T07:41:36 | endpoint | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start /leave/threat.txt by melissa79 No additional info | {
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "f8f62080fe3ba14d9295fd355a97e80359b53ffba6448915a975a331f4635c17",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_0; rv:1.9.3.20) Gecko/3560-09-24 05:17:45 Firefox/3.8",
"session_id": "81252ef3-dcef-4615-966a-fc055dd18290",
"risk_score": 60.35,
"confidence": 0.61
} | null | null | null | null | null | No additional info | Endpoint process_start /leave/threat.txt by melissa79 No additional info | process_start | null | null | melissa79 | /leave/threat.txt | 7,082 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e161b7ac-897a-4ca3-b0db-53e5dd4bbadb | 2025-02-14T17:12:22 | auth | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|low| desc=Auth timeout for tday via biometric from 9.114.143.1 MITRE Technique: T1134.001 | {
"geo_location": "Northern Mariana Islands",
"device_hash": "7182e0e070922499431f48f325c24729",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 6_1_6 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/12.6k5458.0 Mobile/32M049 Safari/532.0",
"session_id": "d75c5b31-d8b1-4c19-aa73-5f0866cc22f6",
"risk_score": 67.6,
"confidence": 0.29
} | 9.114.143.1 | null | null | null | null | MITRE Technique: T1134.001 | Auth timeout for tday via biometric from 9.114.143.1 MITRE Technique: T1134.001 | timeout | null | null | tday | null | null | null | null | null | null | null | null | null | null | biometric | 53:e1:e7:f5:1d:40 | null | null | null | null | null |
28384157-5c7e-4811-9f51-b0707c975213 | 2025-05-20T06:03:29 | cloud | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in AWS by wmorgan No additional info | {
"geo_location": "Portugal",
"device_hash": "304a2ac4fb300818a6025b19911b5d0e757ba39210fcd76c97a2b06d5c08d746",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_4; rv:1.9.3.20) Gecko/3723-10-09 20:41:30 Firefox/10.0",
"session_id": "e79ee108-cfa8-49fa-97bc-329b275d93ba",
"risk_score": 71.34,
"confidence": 0.93
} | null | null | null | null | null | No additional info | Cloud lambda_execution in AWS by wmorgan No additional info | lambda_execution | null | null | wmorgan | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-7676f857 |
8bc283b3-9f47-4352-9104-10130deb1bf3 | 2025-05-13T20:04:36 | network | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|critical| desc=Network disconnection from 158.169.84.165 to 139.120.241.191 No additional info | {
"geo_location": "Vietnam",
"device_hash": "8c53b8d9b3c0da03f124291aec7494be28c0cd7b",
"user_agent": "Opera/9.69.(X11; Linux x86_64; nhn-MX) Presto/2.9.185 Version/10.00",
"session_id": "3f96c6fa-b30a-4aed-ab23-7fee903dc375",
"risk_score": 48.24,
"confidence": 0.1
} | 158.169.84.165 | 139.120.241.191 | null | null | null | No additional info | Network disconnection from 158.169.84.165 to 139.120.241.191 No additional info | disconnection | 794,295 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
503a2c0f-28e5-4adb-bbf0-dc88d97f432c | 2025-02-25T22:57:58 | cloud | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in OCI by mcmahonmark No additional info noise=V2luZG93Lg== | {
"geo_location": "Suriname",
"device_hash": "d4dcff3a717ff1bf739ee301f046ec3a",
"user_agent": "Opera/8.33.(Windows 98; Win 9x 4.90; ig-NG) Presto/2.9.189 Version/11.00",
"session_id": "aba12c41-d04b-40c4-85ba-2dba41a859e6",
"risk_score": 56.22,
"confidence": 0.37
} | null | null | null | null | null | No additional info | Cloud api_abuse in OCI by mcmahonmark No additional info | api_abuse | null | null | mcmahonmark | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-16781130 |
2335e3aa-902a-405a-8880-4fa3d97b9ef0 | 2025-04-15T12:54:01 | network | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|low| desc=Network disconnection from 2.237.99.202 to 221.41.131.70 Associated Threat Actor: Lazarus Group | Possible protocol tunneling noise=15D96A19 | {
"geo_location": "New Zealand",
"device_hash": "930cd6e600d11bb76ff2aabbe63ac03f",
"user_agent": "Mozilla/5.0 (Linux; Android 4.0.1) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/54.0.820.0 Safari/532.0",
"session_id": "bbe6e030-c8e8-492d-8b57-b1cb54dfe85a",
"risk_score": 67.24,
"confidence": 0.7
} | 2.237.99.202 | 221.41.131.70 | null | null | null | Associated Threat Actor: Lazarus Group | Possible protocol tunneling | Network disconnection from 2.237.99.202 to 221.41.131.70 Associated Threat Actor: Lazarus Group | Possible protocol tunneling | disconnection | 250,691 | HTTPS | null | null | null | null | {
"baseline_deviation": 1.5,
"entropy": 3.04,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
3fdd8e03-f43e-46f0-bf8d-c2af7057ffc6 | 2025-07-02T00:08:20 | auth | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|info| desc=Auth success for jilljones via SAML from 10.252.64.32 No additional info | {
"geo_location": "Nauru",
"device_hash": "ebc3a3ebf986a422a123b0aea16017bd",
"user_agent": "Opera/8.42.(Windows NT 5.1; nan-TW) Presto/2.9.171 Version/11.00",
"session_id": "dfb65980-3e39-4582-92b9-7c7304d8c3da",
"risk_score": 71.43,
"confidence": 0.45
} | 10.252.64.32 | null | null | null | null | No additional info | Auth success for jilljones via SAML from 10.252.64.32 No additional info | success | null | null | jilljones | null | null | null | {
"baseline_deviation": 1.34,
"entropy": 7.2,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | SAML | 1f:be:40:8c:d0:27 | null | null | null | null | null |
c78a6817-9210-48c9-939e-ce63791ce6d7 | 2025-04-09T14:16:01 | cloud | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in OCI by sanfordmitchell MITRE Technique: T1053.005 | {
"geo_location": "Reunion",
"device_hash": "551cfc37793fb9a4ba61c7825d550861427ee3ca713ff85d9d1b11e139a90a5e",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_8 rv:6.0; is-IS) AppleWebKit/535.30.1 (KHTML, like Gecko) Version/4.0.3 Safari/535.30.1",
"session_id": "f995c4b2-6724-4bf4-8028-d27398aba97d",
"risk_score": 52.65,
"confidence": 0.98
} | null | null | null | null | null | MITRE Technique: T1053.005 | Cloud instance_creation in OCI by sanfordmitchell MITRE Technique: T1053.005 | instance_creation | null | null | sanfordmitchell | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-1c9bb40e |
ddab018a-f741-4550-bf4d-95e94e599bee | 2025-05-18T06:00:12 | ai | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|info| desc=AI system model_access by daviskevin MITRE Technique: T1190 | {
"geo_location": "Bermuda",
"device_hash": "6c2668f6ee5633d1193428a3ec2b4bd2",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/535.45.4 (KHTML, like Gecko) Version/4.0.4 Safari/535.45.4",
"session_id": "59d38329-b23b-4ee3-8bf1-0067339e5218",
"risk_score": 63.35,
"confidence": 0.4
} | null | null | null | null | null | MITRE Technique: T1190 | AI system model_access by daviskevin MITRE Technique: T1190 | model_access | null | null | daviskevin | null | null | null | null | null | null | null | null | null | null | null | null | model-2ce3b53e | 12c73001c2fea59b5ad26b0fe07ea0754dbd91550baed18d6c3866f2852e4dd7 | 2ab4a20e88e51cab4f329e4cbb51f467 | null | null |
67c7056e-abea-4606-b9f0-7b3dae352db2 | 2025-03-21T08:07:01 | firewall | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only NTP traffic from 101.10.226.118:37804 to 11.142.171.255:168 Associated Threat Actor: APT37 | {
"geo_location": "Hungary",
"device_hash": "c1500b647a686e2702caf8efa22a1f602470591a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/3.0)",
"session_id": "35718729-23ad-49b7-9ee8-81b9f6eadf55",
"risk_score": 49.17,
"confidence": 0.97
} | 101.10.226.118 | 11.142.171.255 | null | null | null | Associated Threat Actor: APT37 | Firewall log-only NTP traffic from 101.10.226.118:37804 to 11.142.171.255:168 Associated Threat Actor: APT37 | log-only | 682,455 | NTP | null | null | null | null | null | null | null | null | 37,804 | 168 | 2,219 | null | null | null | null | null | null | null |
c05baa66-7e1d-445f-aaf2-6da2ed80c047 | 2025-05-02T22:55:52 | network | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|low| desc=Network beaconing from 138.158.251.216 to 72.33.207.182 No additional info | {
"geo_location": "Syrian Arab Republic",
"device_hash": "5ea137dd49b5099054861ba5f2efa343d48317fa",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_9 rv:6.0; ja-JP) AppleWebKit/534.15.7 (KHTML, like Gecko) Version/5.1 Safari/534.15.7",
"session_id": "afdfbe30-2fd6-4ae6-bba2-bc00b6210cc6",
"risk_score": 68.65,
"confidence": 0.78
} | 138.158.251.216 | 72.33.207.182 | null | null | null | No additional info | Network beaconing from 138.158.251.216 to 72.33.207.182 No additional info | beaconing | 354,661 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6fe7e6b4-a64a-4ffd-944a-ed0627c3eda5 | 2025-04-22T00:49:07 | iot | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|medium| desc=IoT device Medical sensor_spoofing No additional info noise=0F3A4248 | {
"geo_location": "Netherlands Antilles",
"device_hash": "1b458c1ecf8c6eb708058091f5910fea",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_0 rv:4.0; cy-GB) AppleWebKit/535.15.7 (KHTML, like Gecko) Version/4.0 Safari/535.15.7",
"session_id": "6d75799a-265f-4f4e-ae8c-e86b190264a8",
"risk_score": 52.33,
"confidence": 0.14
} | 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-60febd3c | 1.7 | null | null | null | null | null | null | null | null | null | null |
190e7a27-bbf8-46ff-8221-f52290d2b00c | 2025-02-02T19:26:01 | auth | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|high| desc=Auth bypass for riosshawn via key from 177.200.115.190 MITRE Technique: T1204.002 | {
"geo_location": "Nepal",
"device_hash": "ca5f069cfc5cceb11266403a1e4bfcb9041f281f",
"user_agent": "Opera/9.61.(Windows 98; Win 9x 4.90; fr-LU) Presto/2.9.188 Version/11.00",
"session_id": "41cea5cf-e158-4312-b64a-f263a9fa1aad",
"risk_score": 69.29,
"confidence": 0.01
} | 177.200.115.190 | null | null | null | null | MITRE Technique: T1204.002 | Auth bypass for riosshawn via key from 177.200.115.190 MITRE Technique: T1204.002 | bypass | null | null | riosshawn | null | null | null | null | null | null | null | null | null | null | key | 6c:f4:86:44:e2:9c | null | null | null | null | null |
cbe1c70c-276a-4f35-a240-ce5f2b85ecc2 | 2025-03-22T09:27:37 | network | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 209.108.99.18 to 23.173.100.106 Possible protocol tunneling | {
"geo_location": "Timor-Leste",
"device_hash": "537987499ee7f1830195e54cad2ab681",
"user_agent": "Opera/9.19.(Windows NT 11.0; as-IN) Presto/2.9.169 Version/12.00",
"session_id": "ed85d079-4a69-4596-adbf-fc962fb80b69",
"risk_score": 82.36,
"confidence": 0.81
} | 209.108.99.18 | 23.173.100.106 | null | null | null | Possible protocol tunneling | Network covert_channel from 209.108.99.18 to 23.173.100.106 Possible protocol tunneling | covert_channel | 700,727 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d7764611-1db5-4c50-b61c-8f9d8938fdf3 | 2025-05-25T04:31:41 | endpoint | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint powershell_exec /race/money.jpeg by cortiz No additional info noise=blog/categories | {
"geo_location": "Reunion",
"device_hash": "ea4b9b1475572647f9c4803963072e907a816701975863117fc0f588623f59a8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/5.1)",
"session_id": "fe9f3a4f-3218-40ba-8c68-fc6e94e9c8bd",
"risk_score": 44.57,
"confidence": 0.68
} | null | null | null | null | null | No additional info | Endpoint powershell_exec /race/money.jpeg by cortiz No additional info | powershell_exec | null | null | cortiz | /race/money.jpeg | 4,516 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
89173a86-f6b0-452a-8227-fb416b07e419 | 2025-03-01T08:58:42 | firewall | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine TCP traffic from 215.74.101.185:549 to 34.75.150.119:495 No additional info | {
"geo_location": "Marshall Islands",
"device_hash": "0f8609b2a6e268a07df00bd42c22c453f0913aa4",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; eo-US) AppleWebKit/533.41.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6533.41.5",
"session_id": "7062c0de-7573-484f-a181-908a2d021cf6",
"risk_score": 50.18,
"confidence": 0.52
} | 215.74.101.185 | 34.75.150.119 | null | null | null | No additional info | Firewall quarantine TCP traffic from 215.74.101.185:549 to 34.75.150.119:495 No additional info | quarantine | 113,662 | TCP | null | null | null | null | null | null | null | null | 549 | 495 | 284 | null | null | null | null | null | null | null |
abb088d5-db57-4970-a0b8-1627ab7630d7 | 2025-06-02T05:52:47 | ai | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by annegomez MITRE Technique: T1543.003 | {
"geo_location": "Malta",
"device_hash": "8d5a5955e22a0356bf90a634f1a88617",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 10_3_3 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) FxiOS/16.6o6499.0 Mobile/18A224 Safari/532.1",
"session_id": "39228406-2f24-46b2-8580-632cf376fe51",
"risk_score": 37.55,
"confidence": 0.69
} | null | null | null | null | null | MITRE Technique: T1543.003 | AI system model_inversion by annegomez MITRE Technique: T1543.003 | model_inversion | null | null | annegomez | null | null | null | {
"baseline_deviation": 2.26,
"entropy": 7.08,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | model-cb317b65 | b7abd2911a3aea311b4ba6c620bbd67bd828742e | 9290269db0e945e2fdde03fc02515ed4 | null | null |
2f6b066f-4f5e-4b3f-8ead-df0557ea3857 | 2025-04-22T02:15:38 | iot | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC firmware_update MITRE Technique: T1078.004 | {
"geo_location": "Liberia",
"device_hash": "568b4d4637c2742f03abaad159d8762caa08bde0",
"user_agent": "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/28.0.821.0 Safari/531.2",
"session_id": "0b5a257e-1953-4b9a-ade2-aaf6699b5ffe",
"risk_score": 50.4,
"confidence": 0.13
} | null | null | null | null | null | MITRE Technique: T1078.004 | IoT device HVAC firmware_update MITRE Technique: T1078.004 | firmware_update | null | null | null | null | null | null | null | HVAC | iot-9cf56f3b | 9.3 | null | null | null | null | null | null | null | null | null | null |
9a73bc80-5b0e-4cd4-9c74-f8faeb186501 | 2025-05-31T12:08:57 | endpoint | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|medium| desc=Endpoint registry_change /purpose/various.wav by matthew35 MITRE Technique: T1190 | {
"geo_location": "Zimbabwe",
"device_hash": "c90750da9df2fbe978fda5e3a7e4c234",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.01; Trident/5.0)",
"session_id": "5069687b-88ed-41d9-91de-1d48bb21b20e",
"risk_score": 36.4,
"confidence": 0.39
} | null | null | null | null | null | MITRE Technique: T1190 | Endpoint registry_change /purpose/various.wav by matthew35 MITRE Technique: T1190 | registry_change | null | null | matthew35 | /purpose/various.wav | 6,918 | explorer.exe | {
"baseline_deviation": 1.62,
"entropy": 6.76,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
70d39cca-ddcc-4fcc-a9b0-61d102ffe35e | 2025-03-25T13:11:49 | cloud | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in AWS by kevintownsend No additional info | {
"geo_location": "Sudan",
"device_hash": "83354f42be0e065c5aa46de83fb42245339919db1a84997b34c94d8595d7ac9e",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; pa-IN) AppleWebKit/531.38.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6531.38.6",
"session_id": "a57c2b69-0c9b-4769-b747-f1ca789c891a",
"risk_score": 77.87,
"confidence": 0.44
} | null | null | null | null | null | No additional info | Cloud api_abuse in AWS by kevintownsend No additional info | api_abuse | null | null | kevintownsend | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-6b18595e |
94234bc6-bee7-488c-9e51-4e9b9484baeb | 2025-02-12T04:11:29 | endpoint | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_stop /site/sense.csv by melissaalexander No additional info | {
"geo_location": "Tonga",
"device_hash": "04d11a47e9953a2d6e83b34a8e871035",
"user_agent": "Opera/8.99.(X11; Linux i686; bho-IN) Presto/2.9.188 Version/11.00",
"session_id": "2122a2c3-2c1f-46af-90c7-accd00233e10",
"risk_score": 40.41,
"confidence": 0.1
} | null | null | null | null | null | No additional info | Endpoint process_stop /site/sense.csv by melissaalexander No additional info | process_stop | null | null | melissaalexander | /site/sense.csv | 4,636 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d2d3333a-ccb1-4408-9335-db5b2ae64835 | 2025-06-05T00:14:34 | auth | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|low| desc=Auth success for goodmanjames via passwordless from 126.123.19.248 No additional info noise=more|company|security | {
"geo_location": "Estonia",
"device_hash": "404d5986d6ef3ef60a0d105c3d1bdb8563151af1dfd4363157449b6f275fcfa0",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_8) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/56.0.809.0 Safari/535.2",
"session_id": "4dee39a4-c693-41ff-b766-ade8ae3d422d",
"risk_score": 61.95,
"confidence": 0.24
} | 126.123.19.248 | null | null | null | null | No additional info | Auth success for goodmanjames via passwordless from 126.123.19.248 No additional info | success | null | null | goodmanjames | null | null | null | null | null | null | null | null | null | null | passwordless | cc:dc:64:65:6a:2c | null | null | null | null | null |
e856eb3e-da86-46cd-8ca5-03ce5f3bc7cb | 2025-06-15T03:48:42 | ids_alert | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|high| desc=Carbon Black Alert: XSS detected from 10.119.228.216 targeting 184.13.161.196 MITRE Technique: T1574.002 noise=9EEBDD4D | {
"geo_location": "Turks and Caicos Islands",
"device_hash": "b705dd1bc8396afc8b7af1dfb6937118",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.1; Trident/4.1)",
"session_id": "93d04cb9-b377-4466-adf4-13198c7b4062",
"risk_score": 71.98,
"confidence": 0.99
} | 10.119.228.216 | 184.13.161.196 | XSS | SIG-6780 | Evasion | MITRE Technique: T1574.002 | Carbon Black Alert: XSS detected from 10.119.228.216 targeting 184.13.161.196 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 |
1f084621-511e-450b-b864-623829b19eba | 2025-04-20T04:44:39 | iot | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat protocol_violation Unconventional IOC: Power consumption spikes | {
"geo_location": "Ecuador",
"device_hash": "b13491302d49569c38d4ea3cef6ad6c1",
"user_agent": "Opera/8.38.(Windows NT 5.0; mi-NZ) Presto/2.9.180 Version/10.00",
"session_id": "6cb8e08b-0913-4a69-9878-beed63a18fb1",
"risk_score": 64.32,
"confidence": 0.76
} | null | null | null | null | null | Unconventional IOC: Power consumption spikes | IoT device Thermostat protocol_violation Unconventional IOC: Power consumption spikes | protocol_violation | null | null | null | null | null | null | null | Thermostat | iot-457ee9d0 | 4.3 | null | null | null | null | null | null | null | null | null | null |
0996913a-024c-4778-a0e9-c3e5b130a7c6 | 2021-10-15T05:48:31 | cloud | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|medium| desc=Cloud instance_creation in AWS by mfrederick No additional info | {
"geo_location": "Nigeria",
"device_hash": "558e10405dd81ee95484dbcc8f7203c8",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_4) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/37.0.839.0 Safari/532.1",
"session_id": "384a5003-c1b7-402a-abf9-19c67a4ffd07",
"risk_score": 70.93,
"confidence": 0.94
} | null | null | null | null | null | No additional info | Cloud instance_creation in AWS by mfrederick No additional info | instance_creation | null | null | mfrederick | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-333b9dbc |
e2d5d4bb-06e3-4b3a-9221-abc15b880187 | 2025-07-07T22:36:00 | ai | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|medium| desc=AI system model_access by wirwin No additional info | {
"geo_location": "Gabon",
"device_hash": "be9621717233c22d4ec228b16be6ffc8d5c0b456",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_5 rv:4.0; nn-NO) AppleWebKit/535.50.5 (KHTML, like Gecko) Version/4.0.4 Safari/535.50.5",
"session_id": "e15bcc3e-57d4-49f5-94c7-305ec5a95af0",
"risk_score": 51.66,
"confidence": 0.04
} | null | null | null | null | null | No additional info | AI system model_access by wirwin No additional info | model_access | null | null | wirwin | null | null | null | null | null | null | null | null | null | null | null | null | model-8ad31bce | 2672ba20314c3387db0084963483452cea5caaa206e9ab87e803169f222991b8 | ba74e980a488e29a404332373d3acb2388758391 | null | null |
8274e294-fb47-4d27-ab99-f9be7ebeb923 | 2025-05-01T22:40:15 | cloud | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud permission_escalation in Azure by zchavez No additional info | {
"geo_location": "Macao",
"device_hash": "be8a960a3b4d28671c855efd0c304e04",
"user_agent": "Opera/9.27.(X11; Linux i686; ko-KR) Presto/2.9.184 Version/12.00",
"session_id": "bfba7220-9748-4e45-94fe-b8d6087560b7",
"risk_score": 79.29,
"confidence": 0.27
} | null | null | null | null | null | No additional info | Cloud permission_escalation in Azure by zchavez No additional info | permission_escalation | null | null | zchavez | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-8512ab2c |
86ca2173-25a3-4629-8960-98bc32af6fe9 | 2025-06-03T16:11:01 | cloud | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in OCI by xjones No additional info noise=SW5jbHVkaW5nLg== | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "7823cdfd385fad7a3c044cf5c311af2d9599c406",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.0; Trident/3.0)",
"session_id": "64168988-b13e-4966-9348-7218f0c83147",
"risk_score": 27.09,
"confidence": 0.09
} | null | null | null | null | null | No additional info | Cloud config_change in OCI by xjones No additional info | config_change | null | null | xjones | null | null | null | {
"baseline_deviation": 1.02,
"entropy": 4.62,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | OCI | res-2dc2bd58 |
412d0645-a282-4e62-80ce-79a9fef031d2 | 2025-06-18T16:03:50 | iot | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat physical_tamper MITRE Technique: T1566.001 | {
"geo_location": "Venezuela",
"device_hash": "2f7083e294c7d44a8894307dea419cc2",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 2_2_1 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) FxiOS/9.4y2603.0 Mobile/42C861 Safari/533.0",
"session_id": "8582ac63-55a9-4f29-b044-768b19c3a9c8",
"risk_score": 48.1,
"confidence": 0.4
} | null | null | null | null | null | MITRE Technique: T1566.001 | IoT device Thermostat physical_tamper MITRE Technique: T1566.001 | physical_tamper | null | null | null | null | null | null | null | Thermostat | iot-3e6bf6fb | 2.8 | null | null | null | null | null | null | null | null | null | null |
f1263ae8-b44e-4dc6-a30a-aec2e0d6a155 | 2025-03-12T13:30:12 | firewall | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine RDP traffic from 187.217.96.157:326 to 86.173.193.45:891 No additional info | {
"geo_location": "Rwanda",
"device_hash": "1c1c1a13ea282bc68c180bf7b7083e07af084079",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 10.0; Trident/3.0)",
"session_id": "49937e99-8149-44a6-9258-9a762f40ed0e",
"risk_score": 55.49,
"confidence": 0.31
} | 187.217.96.157 | 86.173.193.45 | null | null | null | No additional info | Firewall quarantine RDP traffic from 187.217.96.157:326 to 86.173.193.45:891 No additional info | quarantine | 25,510 | RDP | null | null | null | null | null | null | null | null | 326 | 891 | 1,359 | null | null | null | null | null | null | null |
0d2e1c7b-94ab-42f4-82b8-61e342b789b5 | 2025-06-15T06:46:32 | ai | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by alicia53 No additional info | {
"geo_location": "Guatemala",
"device_hash": "006c67e6153d44bd06ff5ddb2577b95513f38ec52510e2074c999e2d6a362d37",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/3.1)",
"session_id": "a66aa6b7-123c-4143-b7ca-4cc67accc595",
"risk_score": 43.02,
"confidence": 0.13
} | null | null | null | null | null | No additional info | AI system prompt_injection by alicia53 No additional info | prompt_injection | null | null | alicia53 | null | null | null | null | null | null | null | null | null | null | null | null | model-a5fc799e | 2ed97c95d0380191f3f95869501693d0 | 27c9863c34113def5a205f55dc02932a6e3dbb433f191e2f9d308ab5b86e5991 | null | null |
61db9574-4347-454f-b8e6-e570919ca8fb | 2025-04-23T11:38:08 | iot | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor physical_tamper No additional info noise=tag/blog | {
"geo_location": "Belize",
"device_hash": "1158b4b90894f1e72ca5b301c356bd79e6d7e478a494696b8be4fc1744b1def5",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_5 rv:4.0; sid-ET) AppleWebKit/531.5.6 (KHTML, like Gecko) Version/5.0.1 Safari/531.5.6",
"session_id": "21f5f642-16cc-4483-b2f6-f71ddb8ddfcd",
"risk_score": 63.36,
"confidence": 0.27
} | null | null | null | null | null | No additional info | IoT device Sensor physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Sensor | iot-f2850a94 | 9.0 | null | null | null | null | null | null | null | null | null | null |
0859f768-391b-4050-ba15-25341a3ca79a | 2025-01-15T14:44:55 | firewall | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|high| desc=Firewall allow UDP traffic from 46.206.32.54:244 to 11.3.141.156:417 Associated Threat Actor: Lazarus Group | {
"geo_location": "Nepal",
"device_hash": "e262c9a43946ae81589a681c0ccf35282d8fc6aae9825f0f984b6f6594751d54",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 4.0; Trident/3.0)",
"session_id": "f415ed21-c2d3-4ec0-848c-a0c496a46a74",
"risk_score": 34.53,
"confidence": 0.28
} | 46.206.32.54 | 11.3.141.156 | null | null | null | Associated Threat Actor: Lazarus Group | Firewall allow UDP traffic from 46.206.32.54:244 to 11.3.141.156:417 Associated Threat Actor: Lazarus Group | allow | 294,466 | UDP | null | null | null | null | null | null | null | null | 244 | 417 | 92 | null | null | null | null | null | null | null |
5a06a0d9-83fa-4aed-a5cd-f4901364b9b6 | 2025-03-19T17:57:35 | network | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|info| desc=Network covert_channel from 169.241.96.2 to 10.200.5.127 No additional info | {
"geo_location": "Zambia",
"device_hash": "84251e0a88a4901205d4e3132310056995771d7d3456e3b195504cb484517dd8",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; mk-MK) AppleWebKit/532.6.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6532.6.5",
"session_id": "f7398aa7-24f1-4bfa-a238-dbc4ad641ffd",
"risk_score": 45.13,
"confidence": 0.7
} | 169.241.96.2 | 10.200.5.127 | null | null | null | No additional info | Network covert_channel from 169.241.96.2 to 10.200.5.127 No additional info | covert_channel | 88,615 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bab89bd1-d4ec-4c33-ac34-d205f339c4d8 | 2025-07-02T19:41:27 | auth | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|low| desc=Auth failed for jason27 via passwordless from 111.56.88.25 MITRE Technique: T1110.003 | {
"geo_location": "Sri Lanka",
"device_hash": "0177c3fd4a6b06a40f9797144736d1bd1a5ff9cf",
"user_agent": "Mozilla/5.0 (Linux; Android 5.1.1) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/55.0.895.0 Safari/535.0",
"session_id": "14db99f5-1d32-4cb2-80cf-a392e7d7ffa1",
"risk_score": 60.23,
"confidence": 0.75
} | 111.56.88.25 | null | null | null | null | MITRE Technique: T1110.003 | Auth failed for jason27 via passwordless from 111.56.88.25 MITRE Technique: T1110.003 | failed | null | null | jason27 | null | null | null | null | null | null | null | null | null | null | passwordless | fd:f6:ef:15:f7:df | null | null | null | null | null |
ebaa6e74-1097-404e-9fb6-0b7bfcfe49ec | 2025-03-07T03:41:17 | ids_alert | Tanium v7.4.0 | emergency | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|emergency| desc=Tanium Alert: XSS detected from 114.230.0.182 targeting 12.151.128.98 No additional info | {
"geo_location": "Afghanistan",
"device_hash": "2543c6e62b5ce93aa340c6d1589546b131487e2e63fbe3db37f62a7aaee12241",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/534.34.4 (KHTML, like Gecko) Version/5.0 Safari/534.34.4",
"session_id": "b23a0634-8e38-46ae-b745-711fb6324657",
"risk_score": 42.52,
"confidence": 0.57
} | 114.230.0.182 | 12.151.128.98 | XSS | SIG-2465 | Exploit | No additional info | Tanium Alert: XSS detected from 114.230.0.182 targeting 12.151.128.98 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9366041f-907f-4538-8bf7-c61dc5f53f66 | 2025-03-26T18:23:00 | auth | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|low| desc=Auth failed for wstewart via biometric from 148.43.75.200 No additional info | {
"geo_location": "Iceland",
"device_hash": "d0ba324352934153fdc66f41c5947e574f981315617f790cfd52e02cab38876e",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/8390-05-03 16:54:14 Firefox/3.8",
"session_id": "bc151ca8-916e-41ac-a09e-87edee0f23ac",
"risk_score": 37.54,
"confidence": 0.46
} | 148.43.75.200 | null | null | null | null | No additional info | Auth failed for wstewart via biometric from 148.43.75.200 No additional info | failed | null | null | wstewart | null | null | null | null | null | null | null | null | null | null | biometric | 99:4e:a8:4b:cf:fd | null | null | null | null | null |
11f048cf-4837-49fb-b461-84783f644966 | 2025-01-25T09:39:54 | network | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|info| desc=Network connection from 106.77.59.82 to 196.125.154.60 No additional info | {
"geo_location": "France",
"device_hash": "4ac36a8d6f6ac6d5388113dc30a2f986",
"user_agent": "Mozilla/5.0 (Windows CE; mi-NZ; rv:1.9.2.20) Gecko/3750-02-20 16:47:30 Firefox/3.6.2",
"session_id": "8dd755db-cdf0-4a2f-8bf6-5a5d9c2e33be",
"risk_score": 36.04,
"confidence": 0.92
} | 106.77.59.82 | 196.125.154.60 | null | null | null | No additional info | Network connection from 106.77.59.82 to 196.125.154.60 No additional info | connection | 551,424 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0ceb7927-7096-4aa3-9717-0c57de566f8f | 2025-03-02T23:58:10 | network | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|critical| desc=Network disconnection from 50.135.192.43 to 84.168.72.12 Unconventional IOC: GPU memory artifacts | {
"geo_location": "Nicaragua",
"device_hash": "85449e2df35e0b02f86ae737d11fc4c3a78f5a35",
"user_agent": "Opera/9.74.(X11; Linux x86_64; iu-CA) Presto/2.9.166 Version/12.00",
"session_id": "f20f0cd8-f34c-42ea-b2b0-923c48a199c3",
"risk_score": 17,
"confidence": 0.31
} | 50.135.192.43 | 84.168.72.12 | null | null | null | Unconventional IOC: GPU memory artifacts | Network disconnection from 50.135.192.43 to 84.168.72.12 Unconventional IOC: GPU memory artifacts | disconnection | 985,978 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
760448c2-ba30-4270-a79e-574f1bc80d58 | 2025-02-17T09:02:13 | network | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|medium| desc=Network covert_channel from 106.184.96.168 to 90.119.107.143 MITRE Technique: T1204.002 | {
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "7add5d15e99e73578507e5334b5e1f0830298075bf8b3ef2777e3e536c2da1c3",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 4_3_5 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) FxiOS/16.6r0651.0 Mobile/33J705 Safari/536.2",
"session_id": "3300e1b9-1cbb-488f-a651-2417d9254bb6",
"risk_score": 40.02,
"confidence": 0.93
} | 106.184.96.168 | 90.119.107.143 | null | null | null | MITRE Technique: T1204.002 | Network covert_channel from 106.184.96.168 to 90.119.107.143 MITRE Technique: T1204.002 | covert_channel | 866,135 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
da87d858-c954-4fc9-9868-929d0c4e7e08 | 2025-06-07T12:26:49 | auth | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth locked for jacqueline66 via password from 59.231.227.147 No additional info | {
"geo_location": "Namibia",
"device_hash": "25d816f04833688ca064e1643340d932",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 7_1_2 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/11.8u5884.0 Mobile/84G218 Safari/535.0",
"session_id": "a9c84d54-d1da-47ab-ad3b-a7fe9b7a7ffd",
"risk_score": 47,
"confidence": 0.68
} | 59.231.227.147 | null | null | null | null | No additional info | Auth locked for jacqueline66 via password from 59.231.227.147 No additional info | locked | null | null | jacqueline66 | null | null | null | null | null | null | null | null | null | null | password | d1:6f:ab:af:f5:b9 | null | null | null | null | null |
af8d96c0-b4dd-4ac8-90cf-9d9aeda5cfbe | 2025-02-11T11:44:21 | auth | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|high| desc=Auth challenge for amy59 via password from 167.18.95.203 No additional info | {
"geo_location": "Equatorial Guinea",
"device_hash": "2757a45c33fe88383a216ab052a15bcb",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_2_1 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/14.5i3203.0 Mobile/32I735 Safari/532.0",
"session_id": "7b57b895-3822-4a03-9b9f-7e295385c742",
"risk_score": 34.92,
"confidence": 0.13
} | 167.18.95.203 | null | null | null | null | No additional info | Auth challenge for amy59 via password from 167.18.95.203 No additional info | challenge | null | null | amy59 | null | null | null | null | null | null | null | null | null | null | password | 1f:c2:4b:16:df:14 | null | null | null | null | null |
ccd22b9b-635e-4970-8785-fec619c2c7c7 | 2025-04-30T07:29:05 | 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: ICS Attack detected from 222.249.68.12 targeting 69.144.118.145 No additional info | {
"geo_location": "Lesotho",
"device_hash": "b7add21a4996c6c1170477c2659085951890658d62fbb984c6ef6a011e2cada5",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 3_1_3 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/11.2l2323.0 Mobile/68I487 Safari/534.2",
"session_id": "97e5ba4a-8015-49a0-bed1-52efa0be2170",
"risk_score": 66,
"confidence": 0.49
} | 222.249.68.12 | 69.144.118.145 | ICS Attack | SIG-9919 | Recon | No additional info | Microsoft Sentinel Alert: ICS Attack detected from 222.249.68.12 targeting 69.144.118.145 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c91d602c-3e93-4431-b8fc-f604a16342af | 2025-04-02T18:02:52 | firewall | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect ICMP traffic from 56.96.158.26:611 to 81.102.23.47:710 MITRE Technique: T1059.005 noise=B06B18F6 | {
"geo_location": "Philippines",
"device_hash": "b77baf7b64409c370bdbf63ece83d3dcd376d6f5",
"user_agent": "Mozilla/5.0 (Android 2.0.1; Mobile; rv:26.0) Gecko/26.0 Firefox/26.0",
"session_id": "3ac42041-26bf-47a8-a2ed-0a2c6b53d3e2",
"risk_score": 30.45,
"confidence": 0.44
} | 56.96.158.26 | 81.102.23.47 | null | null | null | MITRE Technique: T1059.005 | Firewall inspect ICMP traffic from 56.96.158.26:611 to 81.102.23.47:710 MITRE Technique: T1059.005 | inspect | 676,334 | ICMP | null | null | null | null | null | null | null | null | 611 | 710 | 2,952 | null | null | null | null | null | null | null |
fa44de1e-d007-4f92-8bb5-34538cb025c0 | 2025-05-31T05:21:08 | network | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|info| desc=Network latency_spike from 10.114.46.17 to 179.190.33.239 MITRE Technique: T1190 noise=claim|perhaps|say | {
"geo_location": "Qatar",
"device_hash": "56a7888c2f274be1bf63538163b10df422ac6b2d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/531.10.5 (KHTML, like Gecko) Version/5.1 Safari/531.10.5",
"session_id": "23a8af17-31be-4a5d-a7da-a973f057d6ae",
"risk_score": 61.64,
"confidence": 0.05
} | 10.114.46.17 | 179.190.33.239 | null | null | null | MITRE Technique: T1190 | Network latency_spike from 10.114.46.17 to 179.190.33.239 MITRE Technique: T1190 | latency_spike | 682,969 | HTTP | null | null | null | null | {
"baseline_deviation": 1.84,
"entropy": 3.85,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
7598c991-2f6d-425f-bec2-20bcbbb4a9a8 | 2025-06-09T02:07:07 | ids_alert | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|medium| desc=QRadar Alert: Zero-Day Exploit detected from 144.103.237.146 targeting 102.171.253.203 No additional info | {
"geo_location": "Serbia",
"device_hash": "a69d6213ed86e1f06623c048a67d569fdefbea682bcf2f2d497473a603e62fc5",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/6903-03-18 19:56:21 Firefox/3.6.15",
"session_id": "75d0b154-5d41-4f2f-a052-282927881cb8",
"risk_score": 79.65,
"confidence": 0.29
} | 144.103.237.146 | 102.171.253.203 | Zero-Day Exploit | SIG-6327 | Policy | No additional info | QRadar Alert: Zero-Day Exploit detected from 144.103.237.146 targeting 102.171.253.203 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d4144950-6d91-4997-8ef3-44c4a4802cb0 | 2025-06-09T20:10:55 | auth | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|info| desc=Auth challenge for jonathanthompson via SAML from 35.142.200.227 MITRE Technique: T1486 | {
"geo_location": "Indonesia",
"device_hash": "9f0bcf55e34c9aeecf5d8735950c84cbc870f5618fff244e776b27c5d9fd7c2f",
"user_agent": "Opera/8.96.(X11; Linux x86_64; gu-IN) Presto/2.9.177 Version/11.00",
"session_id": "17c07920-25d4-494e-ae63-c4c67364859a",
"risk_score": 61.6,
"confidence": 0.38
} | 35.142.200.227 | null | null | null | null | MITRE Technique: T1486 | Auth challenge for jonathanthompson via SAML from 35.142.200.227 MITRE Technique: T1486 | challenge | null | null | jonathanthompson | null | null | null | null | null | null | null | null | null | null | SAML | 31:d3:d1:93:68:47 | null | null | null | null | null |
9d90bb06-6095-4811-ae50-8221faef4399 | 2025-06-24T06:34:19 | auth | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|high| desc=Auth challenge for shannon92 via SAML from 139.84.151.223 Associated Threat Actor: Cobalt Group | {
"geo_location": "Fiji",
"device_hash": "2610657ccc573289e966c0f376bf41de6465c88a33dc7a86274510e1d533f5de",
"user_agent": "Mozilla/5.0 (Linux; Android 3.0) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/14.0.810.0 Safari/533.2",
"session_id": "d07e636e-6c5d-40a1-b15b-0148ab305cb2",
"risk_score": 33.14,
"confidence": 0.81
} | 139.84.151.223 | null | null | null | null | Associated Threat Actor: Cobalt Group | Auth challenge for shannon92 via SAML from 139.84.151.223 Associated Threat Actor: Cobalt Group | challenge | null | null | shannon92 | null | null | null | null | null | null | null | null | null | null | SAML | b0:2a:00:de:86:8c | null | null | null | null | null |
1ff876ad-2b4e-4a08-8ddb-ee94e35031d7 | 2025-06-21T07:52:21 | auth | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth failed for amandajones via key from 58.123.44.116 No additional info | {
"geo_location": "Mexico",
"device_hash": "9a99cb1efd67bfc8b2b9f6565c0e85210bb81deadb5ed418e143006c41166d11",
"user_agent": "Opera/8.70.(X11; Linux i686; ga-IE) Presto/2.9.166 Version/12.00",
"session_id": "c08b8d47-fc4f-4741-a9c8-df4bd89cc92f",
"risk_score": 21.29,
"confidence": 0.67
} | 58.123.44.116 | null | null | null | null | No additional info | Auth failed for amandajones via key from 58.123.44.116 No additional info | failed | null | null | amandajones | null | null | null | null | null | null | null | null | null | null | key | d4:2c:0b:88:bc:be | null | null | null | null | null |
62cb698b-cb07-48b1-b42d-6e27631980af | 2025-06-29T07:24:37 | network | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|medium| desc=Network connection from 10.235.41.136 to 119.174.33.44 MITRE Technique: T1543.003 | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "540df2955555ee20dea7bdf84a0e919de81a1b0a",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_1) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/15.0.860.0 Safari/532.2",
"session_id": "384725ce-e92e-4ac6-84c6-4e8867b87b4f",
"risk_score": 58.75,
"confidence": 0.08
} | 10.235.41.136 | 119.174.33.44 | null | null | null | MITRE Technique: T1543.003 | Network connection from 10.235.41.136 to 119.174.33.44 MITRE Technique: T1543.003 | connection | 187,881 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
026478ce-2d01-4d65-a5df-5f6ce35693c5 | 2025-06-27T03:50:13 | iot | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat battery_drain MITRE Technique: T1566.001 | {
"geo_location": "Eritrea",
"device_hash": "de3ab754bcdbc07004d815ee5d12f95e",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_3) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/17.0.804.0 Safari/531.0",
"session_id": "d44b1508-dcd6-4667-895a-64e5d3dab25a",
"risk_score": 53.42,
"confidence": 0.34
} | null | null | null | null | null | MITRE Technique: T1566.001 | IoT device Thermostat battery_drain MITRE Technique: T1566.001 | battery_drain | null | null | null | null | null | null | null | Thermostat | iot-65529bf2 | 2.5 | null | null | null | null | null | null | null | null | null | null |
f6d3494d-a31c-481c-9743-e53f2be19a4d | 2025-06-13T03:43:35 | ai | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|info| desc=AI system fine_tuning by georgekatie No additional info noise=society|network|wrong | {
"geo_location": "Antarctica (the territory South of 60 deg S)",
"device_hash": "56d7ca4bd29c401f4f3df820242d43b34e028782",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 4.0; Trident/3.1)",
"session_id": "1d90b277-27ea-4649-8416-47a09fb87ac1",
"risk_score": 57.65,
"confidence": 0.72
} | null | null | null | null | null | No additional info | AI system fine_tuning by georgekatie No additional info | fine_tuning | null | null | georgekatie | null | null | null | null | null | null | null | null | null | null | null | null | model-1245243b | f3b48e430663c61324f6acbfc392e04636d2b30d | e38e6ffadb82d97dfbd4affb91aa44202f706b885ebbf4c35d8f65d316b587ef | null | null |
1500b061-3e35-41a5-8499-29edafda6356 | 2023-07-11T10:50:08 | cloud | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|low| desc=Cloud shadow_it in Azure by alicia01 MITRE Technique: T1218.011 noise=754A07B0 | {
"geo_location": "Kuwait",
"device_hash": "10e5098edbf85186fbfa7e1102ffe4afaac99cb9",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/50.0.892.0 Safari/535.1",
"session_id": "d49442fb-d258-4ad8-a999-abfa5534c16d",
"risk_score": 39.97,
"confidence": 0.96
} | null | null | null | null | null | MITRE Technique: T1218.011 | Cloud shadow_it in Azure by alicia01 MITRE Technique: T1218.011 | shadow_it | null | null | alicia01 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-d4d9ef82 |
5a02d9a8-3009-45fd-97d0-e99a2b465b00 | 2025-03-23T09:40:50 | ai | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|high| desc=AI system adversarial_input by christina48 No additional info | {
"geo_location": "Svalbard & Jan Mayen Islands",
"device_hash": "114f1b599dbfd859ff26499cb7a740d3b5b0bca4",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4_1 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/12.9h1524.0 Mobile/98L538 Safari/534.2",
"session_id": "5dde4f67-a990-46a2-9b08-e3f49632045a",
"risk_score": 51.76,
"confidence": 0.13
} | null | null | null | null | null | No additional info | AI system adversarial_input by christina48 No additional info | adversarial_input | null | null | christina48 | null | null | null | {
"baseline_deviation": 2.09,
"entropy": 7.28,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | model-ba0f948b | f972342d96359bc3ad59994710ed48f55d413c8f | ed35028985375a36c78155f0f719fde34982f64d | null | null |
b154198f-95b7-4f68-9898-c57af9ea2e69 | 2025-03-04T06:52:12 | auth | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|low| desc=Auth challenge for lauren86 via biometric from 171.25.140.8 MITRE Technique: T1053.005 | Associated Threat Actor: Conti | {
"geo_location": "Mauritania",
"device_hash": "898f97da30fe6bcb71049a29f4dbad58",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/4.1)",
"session_id": "6a391a27-3f3a-46ca-b8ee-e7de8de5f547",
"risk_score": 97.09,
"confidence": 0.57
} | 171.25.140.8 | null | null | null | null | MITRE Technique: T1053.005 | Associated Threat Actor: Conti | Auth challenge for lauren86 via biometric from 171.25.140.8 MITRE Technique: T1053.005 | Associated Threat Actor: Conti | challenge | null | null | lauren86 | null | null | null | null | null | null | null | null | null | null | biometric | 70:b0:8c:70:09:72 | null | null | null | null | null |
57e84ba3-7006-4a6a-b387-0167a346028a | 2025-06-16T07:14:42 | auth | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|high| desc=Auth bypass for jallison via MFA from 10.246.125.192 No additional info noise=TmV3IHdlLg== | {
"geo_location": "Chile",
"device_hash": "a3b52497d1db9c68757e3e777252f26b",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; ks-IN) AppleWebKit/534.17.2 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6534.17.2",
"session_id": "6cd053f1-cb43-4c5b-bbd1-7ee99ceb245b",
"risk_score": 39.19,
"confidence": 0.09
} | 10.246.125.192 | null | null | null | null | No additional info | Auth bypass for jallison via MFA from 10.246.125.192 No additional info | bypass | null | null | jallison | null | null | null | null | null | null | null | null | null | null | MFA | 80:06:c5:b2:46:6a | null | null | null | null | null |
c237e730-9663-43c1-99ac-d36e9159b49e | 2025-04-13T01:32:46 | ai | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|high| desc=AI system fine_tuning by jennifermartin No additional info | {
"geo_location": "Antarctica (the territory South of 60 deg S)",
"device_hash": "cc558756485fbe679328b45b4fd53f1f",
"user_agent": "Mozilla/5.0 (Android 5.1.1; Mobile; rv:60.0) Gecko/60.0 Firefox/60.0",
"session_id": "c8acebce-5236-4a3f-b42f-9ede2e242bac",
"risk_score": 51.67,
"confidence": 0.78
} | null | null | null | null | null | No additional info | AI system fine_tuning by jennifermartin No additional info | fine_tuning | null | null | jennifermartin | null | null | null | null | null | null | null | null | null | null | null | null | model-5af58ec3 | 61dcab378e1595213b78f4327209293f9cce101d | 38d5eb9e6b386229254f941feb0ce5ef6a257576 | null | null |
27700197-fba8-40fe-a0d0-09bc3e6fde4f | 2025-02-15T03:44:02 | network | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|medium| desc=Network data_exfiltration from 24.39.37.140 to 10.164.165.204 No additional info | {
"geo_location": "Turks and Caicos Islands",
"device_hash": "abb24585ee5dbb9afc5c3e8578859958",
"user_agent": "Opera/9.39.(X11; Linux x86_64; raj-IN) Presto/2.9.184 Version/12.00",
"session_id": "7980c751-368a-40e5-ae79-1e17ffdf576c",
"risk_score": 93.82,
"confidence": 0.89
} | 24.39.37.140 | 10.164.165.204 | null | null | null | No additional info | Network data_exfiltration from 24.39.37.140 to 10.164.165.204 No additional info | data_exfiltration | 242,369 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
03a2a06e-a79f-4cbd-9069-c84e6e89b157 | 2025-04-06T20:26:04 | auth | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|medium| desc=Auth failed for justinmccormick via OAuth from 14.143.126.246 No additional info | {
"geo_location": "Pitcairn Islands",
"device_hash": "8fc032be9272201c7825f29b74d8afa8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.2; Trident/5.1)",
"session_id": "9166f224-2579-4e49-83b2-9a1612e88694",
"risk_score": 55.87,
"confidence": 0.21
} | 14.143.126.246 | null | null | null | null | No additional info | Auth failed for justinmccormick via OAuth from 14.143.126.246 No additional info | failed | null | null | justinmccormick | null | null | null | null | null | null | null | null | null | null | OAuth | 53:52:e1:9e:c4:37 | null | null | null | null | null |
6f3d14d4-b3ab-45b1-9199-ea0ffc6bce28 | 2025-06-07T06:23:32 | auth | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for elizabeth00 via key from 155.35.142.145 MITRE Technique: T1574.002 | {
"geo_location": "Bermuda",
"device_hash": "48737b3545636408335e34b6c3d1ae5481d567e80abd02152ec4b51701b9ccb0",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 1_1_5 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) FxiOS/17.1d1344.0 Mobile/19H660 Safari/535.2",
"session_id": "25dfacec-e3fd-4e61-8aed-03cdfafb4a2c",
"risk_score": 35.76,
"confidence": 0.69
} | 155.35.142.145 | null | null | null | null | MITRE Technique: T1574.002 | Auth challenge for elizabeth00 via key from 155.35.142.145 MITRE Technique: T1574.002 | challenge | null | null | elizabeth00 | null | null | null | null | null | null | null | null | null | null | key | c2:e7:ed:22:ff:8c | null | null | null | null | null |
f743cdc8-875f-42f8-9ebe-cffc6e9110b6 | 2025-04-23T21:06:16 | network | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|critical| desc=Network covert_channel from 10.109.232.201 to 148.16.39.87 No additional info | {
"geo_location": "Papua New Guinea",
"device_hash": "6152e1a3abd937abf1d22d99cb529fcd3aad1572",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; ro-RO) AppleWebKit/531.38.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6531.38.1",
"session_id": "6738dcde-c0b5-41d7-85aa-28e57434676d",
"risk_score": 63.12,
"confidence": 0.59
} | 10.109.232.201 | 148.16.39.87 | null | null | null | No additional info | Network covert_channel from 10.109.232.201 to 148.16.39.87 No additional info | covert_channel | 27,142 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d9ef9d85-730b-4bc2-b444-bb4ab0cb9a9f | 2025-02-09T10:12:40 | network | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|medium| desc=Network data_exfiltration from 75.118.30.11 to 134.55.104.56 No additional info | {
"geo_location": "Guinea",
"device_hash": "b5ac5f8d0304a76cb2712c42b2afe522ed410834",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_9 rv:6.0; cy-GB) AppleWebKit/532.33.2 (KHTML, like Gecko) Version/5.0 Safari/532.33.2",
"session_id": "b98b1e4e-5270-46e2-9d0c-92d17e76469d",
"risk_score": 34.08,
"confidence": 0.78
} | 75.118.30.11 | 134.55.104.56 | null | null | null | No additional info | Network data_exfiltration from 75.118.30.11 to 134.55.104.56 No additional info | data_exfiltration | 910,016 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
82ef1c5a-a257-4d1f-8630-6316014c0173 | 2027-09-25T10:35:55 | endpoint | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|high| desc=Endpoint driver_load lay by christopherharris No additional info noise=BBFBAB18 | {
"geo_location": "Iran",
"device_hash": "7a8547c0504e33c31216a864b40eca2efb1e646047eb5909e983dd0a3584d964",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/3912-04-08 07:32:41 Firefox/3.8",
"session_id": "badff3e3-b4ef-4114-be86-9e6ec3e769fc",
"risk_score": 53.29,
"confidence": 0.49
} | null | null | null | null | null | No additional info | Endpoint driver_load lay by christopherharris No additional info | driver_load | null | null | christopherharris | lay | 9,026 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
db018d9d-c52a-45e8-b351-e560e2ebaa3d | 2025-06-24T14:32:32 | ai | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by reyesglenn No additional info | {
"geo_location": "Kazakhstan",
"device_hash": "494571f3e2bfd320c236878bc6c239014947cb51b1487cc9dd473105c23867b0",
"user_agent": "Opera/9.40.(Windows NT 5.2; be-BY) Presto/2.9.173 Version/10.00",
"session_id": "b2be9c9c-519a-4e27-8600-a07317e84e35",
"risk_score": 23.67,
"confidence": 0.55
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by reyesglenn No additional info | training_data_poisoning | null | null | reyesglenn | null | null | null | null | null | null | null | null | null | null | null | null | model-81c2a775 | b1c497dae5153ab7eba8663215aff33a48aefad8 | b47fecce14639430d9bbf05a6de25ffc1f62f8a1 | null | null |
d35259e8-099d-409d-8378-21ebbbc3fa71 | 2025-02-19T10:32:19 | iot | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat physical_tamper No additional info | {
"geo_location": "Lao People's Democratic Republic",
"device_hash": "6d2bea7b22a1fa284f5c4ee76cadd87fd30660bf47e9949d0ae1b1d90ada5f21",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1; rv:1.9.2.20) Gecko/4031-08-04 21:30:52 Firefox/3.6.14",
"session_id": "0555f60b-d4ad-4024-b4ab-083bb6553efa",
"risk_score": 56.27,
"confidence": 0.69
} | 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-3891ee47 | 3.0 | null | null | null | null | null | null | null | null | null | null |
6132f85d-9fd7-4877-923b-10ef68757ea7 | 2025-02-13T07:51:31 | cloud | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|low| desc=Cloud crypto_mining in Alibaba by xcase No additional info | {
"geo_location": "Micronesia",
"device_hash": "e0e9dc84b61b1faf55be847041e008054776e993",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/535.4.5 (KHTML, like Gecko) Version/5.0 Safari/535.4.5",
"session_id": "a653c467-81db-4dd6-9286-fde9d739356f",
"risk_score": 36.22,
"confidence": 0.77
} | null | null | null | null | null | No additional info | Cloud crypto_mining in Alibaba by xcase No additional info | crypto_mining | null | null | xcase | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-f574cabe |
f442c8b9-e214-4115-b050-e9930219417b | 2025-06-27T16:23:59 | iot | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical battery_drain Unconventional IOC: ACPI table modifications | {
"geo_location": "Iran",
"device_hash": "7a2b662bbf07966ce3c39232decce2b3",
"user_agent": "Opera/9.22.(Windows CE; fo-FO) Presto/2.9.172 Version/10.00",
"session_id": "2ec5c346-c67f-4e27-a304-de659d5c547b",
"risk_score": 47.36,
"confidence": 0.14
} | null | null | null | null | null | Unconventional IOC: ACPI table modifications | IoT device Medical battery_drain Unconventional IOC: ACPI table modifications | battery_drain | null | null | null | null | null | null | null | Medical | iot-728a0f1a | 4.2 | null | null | null | null | null | null | null | null | null | null |
def481c4-a421-4c38-984f-18dcdaf1e489 | 2025-05-01T11:22:00 | firewall | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|high| desc=Firewall allow ICMP traffic from 35.136.159.39:181 to 214.176.192.91:758 No additional info noise=VGhpcyBiZXN0Lg== | {
"geo_location": "Samoa",
"device_hash": "f0158fecb025758efa8bfd3eeac78d27413d0509",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_4 rv:5.0; wa-BE) AppleWebKit/532.3.1 (KHTML, like Gecko) Version/5.0.5 Safari/532.3.1",
"session_id": "3ac0490a-742f-4ea1-8cdf-bdf681744a2d",
"risk_score": 47.48,
"confidence": 0.18
} | 35.136.159.39 | 214.176.192.91 | null | null | null | No additional info | Firewall allow ICMP traffic from 35.136.159.39:181 to 214.176.192.91:758 No additional info | allow | 605,042 | ICMP | null | null | null | null | null | null | null | null | 181 | 758 | 1,177 | null | null | null | null | null | null | null |
e0a07a2d-e88e-45a4-a867-20a941962709 | 2025-02-03T05:00:47 | network | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 141.67.81.234 to 38.122.85.115 No additional info | {
"geo_location": "Kazakhstan",
"device_hash": "11a577fd4289947f28d26658b977fc70540cde96",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_0 rv:4.0; nn-NO) AppleWebKit/531.4.4 (KHTML, like Gecko) Version/5.0.2 Safari/531.4.4",
"session_id": "ca174d0e-e4fc-46cc-8021-fd289b03ce40",
"risk_score": 34.39,
"confidence": 0.48
} | 141.67.81.234 | 38.122.85.115 | null | null | null | No additional info | Network bandwidth_usage from 141.67.81.234 to 38.122.85.115 No additional info | bandwidth_usage | 798,369 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
72233ca8-f7b9-4b50-a393-419a69a44ef7 | 2025-04-27T23:19:06 | ai | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|low| desc=AI system fine_tuning by mackzachary No additional info noise=8BCA6998 | {
"geo_location": "Belgium",
"device_hash": "501d0de4e45366435a24b6c79ba63bd30b978463",
"user_agent": "Opera/9.34.(X11; Linux i686; wal-ET) Presto/2.9.187 Version/12.00",
"session_id": "def7e1a0-5b1a-4981-8f11-ed5982cb3257",
"risk_score": 27.16,
"confidence": 0.84
} | null | null | null | null | null | No additional info | AI system fine_tuning by mackzachary No additional info | fine_tuning | null | null | mackzachary | null | null | null | null | null | null | null | null | null | null | null | null | model-35b1312d | 5d9bbeb038bf983ed145acfcd32ec91c | 6578637c3cbc96eb7067545c45449299 | null | null |
8258132d-4686-4504-8e9d-5dcd6dba6ab0 | 2027-07-06T22:38:41 | network | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|low| desc=Network beaconing from 82.172.255.41 to 125.98.191.31 Unconventional IOC: UEFI variable tampering noise=season|than|seek | {
"geo_location": "Burkina Faso",
"device_hash": "15c179801c5af897ff3d511baa629766",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_0 rv:5.0; cmn-TW) AppleWebKit/535.33.5 (KHTML, like Gecko) Version/4.0.3 Safari/535.33.5",
"session_id": "c0a95d8b-b5b2-4e7d-9196-9617ff2d24e3",
"risk_score": 49.69,
"confidence": 0.01
} | 82.172.255.41 | 125.98.191.31 | null | null | null | Unconventional IOC: UEFI variable tampering | Network beaconing from 82.172.255.41 to 125.98.191.31 Unconventional IOC: UEFI variable tampering | beaconing | 694,430 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
79c544ea-a9f8-49a1-9d99-e848aab4d66c | 2025-04-29T16:00:03 | ai | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|critical| desc=AI system api_abuse by pjones No additional info | {
"geo_location": "Sudan",
"device_hash": "0138aaa68e52c5ae9e126b2236deb6e063582b8afcff69447991f0d87980e625",
"user_agent": "Opera/9.20.(Windows NT 6.2; mag-IN) Presto/2.9.182 Version/11.00",
"session_id": "94d9346f-a5d7-41f2-bd5b-0678faacf339",
"risk_score": 17.71,
"confidence": 0.84
} | null | null | null | null | null | No additional info | AI system api_abuse by pjones No additional info | api_abuse | null | null | pjones | null | null | null | null | null | null | null | null | null | null | null | null | model-c8272740 | 5008094da16426b94f186cfd0aa05c8c | 18dc7a3e699e552fab04068b6da4aaa3 | null | null |
cbb6c9f7-dcbe-4c80-962d-f08afb71db6d | 2025-01-16T10:49:48 | iot | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat command_injection MITRE Technique: T1543.003 | {
"geo_location": "American Samoa",
"device_hash": "5b7627fbd78a32f1434726c5c8f59291",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 6_1_6 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) CriOS/16.0.876.0 Mobile/03B931 Safari/532.2",
"session_id": "f44d0e0a-b295-494e-9e95-371c1d373fdd",
"risk_score": 70.61,
"confidence": 0.92
} | null | null | null | null | null | MITRE Technique: T1543.003 | IoT device Thermostat command_injection MITRE Technique: T1543.003 | command_injection | null | null | null | null | null | null | null | Thermostat | iot-a6fe7561 | 2.0 | null | null | null | null | null | null | null | null | null | null |
0893adc0-d716-47b3-a45b-9f3ce7b29b89 | 2025-06-28T12:28:01 | 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: Domain Fronting detected from 164.74.48.247 targeting 116.252.109.88 No additional info | {
"geo_location": "United Arab Emirates",
"device_hash": "0813b3d9666489cdb11faead04189bcd",
"user_agent": "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/28.0.891.0 Safari/531.2",
"session_id": "abcf00de-e464-4bc1-af4e-0d9525fc2c97",
"risk_score": 33.3,
"confidence": 0.51
} | 164.74.48.247 | 116.252.109.88 | Domain Fronting | SIG-3226 | Exploit | No additional info | Palo Alto Cortex Alert: Domain Fronting detected from 164.74.48.247 targeting 116.252.109.88 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.