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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
d9834321-a666-4cee-9054-b4e01b68fb23 | 2025-02-27T05:40:40 | endpoint | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint driver_load /everything/anyone.wav by lopezlisa MITRE Technique: T1204.002 | {
"geo_location": "Belize",
"device_hash": "bbc96aed14ea30d48dc9d98335ab7b5196772290e9bf1691a2d22cdce638bcfc",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; rw-RW) AppleWebKit/534.49.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6534.49.6",
"session_id": "1a95f091-ef92-4729-865b-968e199565f5",
"risk_score": 19.01,
"confidence": 0.45
} | null | null | null | null | null | MITRE Technique: T1204.002 | Endpoint driver_load /everything/anyone.wav by lopezlisa MITRE Technique: T1204.002 | driver_load | null | null | lopezlisa | /everything/anyone.wav | 2,178 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
31068fc8-764b-4b0e-90ca-985d75073193 | 2025-05-16T12:42:34 | endpoint | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint memory_injection /number/sometimes.flac by brenda86 No additional info | {
"geo_location": "Guinea",
"device_hash": "c2ffa56e60160f999eaeb7fb1a64906ee46eee6d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 11.0; Trident/3.0)",
"session_id": "62bc23d8-cb7d-4edf-8501-405c82d43010",
"risk_score": 42.9,
"confidence": 0.11
} | null | null | null | null | null | No additional info | Endpoint memory_injection /number/sometimes.flac by brenda86 No additional info | memory_injection | null | null | brenda86 | /number/sometimes.flac | 8,172 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4dc933b9-1239-4938-9ff4-7f0245f5e6c3 | 2025-04-20T01:42:17 | iot | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor protocol_violation MITRE Technique: T1134.001 | Associated Threat Actor: TA505 | {
"geo_location": "Azerbaijan",
"device_hash": "34034cb2c2e8784065c53fb95edf12209ec0f5be",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/4081-07-22 12:37:49 Firefox/3.8",
"session_id": "598ed630-e475-49d4-87a9-cbe67922e53c",
"risk_score": 29.88,
"confidence": 0.06
} | null | null | null | null | null | MITRE Technique: T1134.001 | Associated Threat Actor: TA505 | IoT device Sensor protocol_violation MITRE Technique: T1134.001 | Associated Threat Actor: TA505 | protocol_violation | null | null | null | null | null | null | {
"baseline_deviation": 1.36,
"entropy": 3.31,
"frequency_anomaly": true,
"sequence_anomaly": false
} | Sensor | iot-4fd12472 | 8.0 | null | null | null | null | null | null | null | null | null | null |
24dca0fc-6c21-48ac-85d1-ae4d7a27b30b | 2025-04-09T11:51:37 | endpoint | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|low| desc=Endpoint service_install /east/during.mov by shane28 No additional info | {
"geo_location": "Paraguay",
"device_hash": "5ead4535dd278c02dbf58619759df26c86967e8c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/3.0)",
"session_id": "3a312232-7b75-4dbb-927b-608a0b906f91",
"risk_score": 39.94,
"confidence": 0.09
} | null | null | null | null | null | No additional info | Endpoint service_install /east/during.mov by shane28 No additional info | service_install | null | null | shane28 | /east/during.mov | 9,461 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2aef6edd-2c21-4515-a5d2-1605b5744437 | 2025-04-29T22:23:11 | ids_alert | QRadar v7.5.0 | emergency | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=QRadar Alert: Domain Fronting detected from 10.182.13.75 targeting 205.1.20.85 MITRE Technique: T1059.001 | {
"geo_location": "Sri Lanka",
"device_hash": "b4ce4a9d63db1e04c8a6a023e6975462",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/2010-02-07 20:01:05 Firefox/3.6.5",
"session_id": "8dcc7fac-3fff-4e6c-b24d-205f0f6053fd",
"risk_score": 51.3,
"confidence": 0.57
} | 10.182.13.75 | 205.1.20.85 | Domain Fronting | SIG-2375 | Recon | MITRE Technique: T1059.001 | QRadar Alert: Domain Fronting detected from 10.182.13.75 targeting 205.1.20.85 MITRE Technique: T1059.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8380dccd-7660-4262-b809-59531dd6764d | 2025-01-29T04:02:11 | endpoint | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint file_access /affect/green.js by michaelsnyder Associated Threat Actor: DarkSide | Unconventional IOC: CPU microcode changes | {
"geo_location": "Cayman Islands",
"device_hash": "3129245b758f325dfa533d54dc0456a695925511a18646de69863b2074f6269a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/5.1)",
"session_id": "c3c8d203-9c65-4874-9476-818d07467460",
"risk_score": 56.36,
"confidence": 0.52
} | null | null | null | null | null | Associated Threat Actor: DarkSide | Unconventional IOC: CPU microcode changes | Endpoint file_access /affect/green.js by michaelsnyder Associated Threat Actor: DarkSide | Unconventional IOC: CPU microcode changes | file_access | null | null | michaelsnyder | /affect/green.js | 5,484 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
652e3629-605c-40b4-adef-ed3c189e2962 | 2025-05-04T12:09:58 | endpoint | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint powershell_exec use by bellbob Associated Threat Actor: Conti | {
"geo_location": "Romania",
"device_hash": "e361b81e4bb8f65de046bb7087c31aca",
"user_agent": "Mozilla/5.0 (Linux; Android 6.0) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/58.0.864.0 Safari/533.2",
"session_id": "8826febf-dc92-4b8f-9b86-b02a18b4879b",
"risk_score": 47.77,
"confidence": 0.87
} | null | null | null | null | null | Associated Threat Actor: Conti | Endpoint powershell_exec use by bellbob Associated Threat Actor: Conti | powershell_exec | null | null | bellbob | use | 6,165 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
426acfef-4589-4ffd-a47a-2e23bbcec3ad | 2025-05-28T11:02:33 | firewall | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect UDP traffic from 134.189.164.222:12272 to 67.187.67.241:288 MITRE Technique: T1566.001 | Unconventional IOC: TPM attestation failures | {
"geo_location": "Lao People's Democratic Republic",
"device_hash": "0f4a2c9b98af541bf07b50bf85cecb50",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/535.38.6 (KHTML, like Gecko) Version/5.1 Safari/535.38.6",
"session_id": "95e9fbad-5d50-495a-a53d-81fbf98cd701",
"risk_score": 43.42,
"confidence": 0.24
} | 134.189.164.222 | 67.187.67.241 | null | null | null | MITRE Technique: T1566.001 | Unconventional IOC: TPM attestation failures | Firewall inspect UDP traffic from 134.189.164.222:12272 to 67.187.67.241:288 MITRE Technique: T1566.001 | Unconventional IOC: TPM attestation failures | inspect | 561,600 | UDP | null | null | null | null | null | null | null | null | 12,272 | 288 | 431 | null | null | null | null | null | null | null |
d0181098-0f7a-4d14-8fd1-a7202f0606c9 | 2025-05-24T03:20:34 | iot | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|low| desc=IoT device Medical sensor_spoofing No additional info | {
"geo_location": "Montenegro",
"device_hash": "d6dd8bc9d25f6e5e01796faea2bb041aa55b9d0a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/5.1)",
"session_id": "b767a3d6-92e7-4860-8d75-fbde6b199860",
"risk_score": 42.32,
"confidence": 0.99
} | 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-7033808b | 5.5 | null | null | null | null | null | null | null | null | null | null |
59905640-f788-49c0-a748-195a6bc32935 | 2025-01-22T02:30:37 | network | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|info| desc=Network connection from 10.168.233.80 to 10.101.17.191 MITRE Technique: T1134.001 | {
"geo_location": "Lao People's Democratic Republic",
"device_hash": "9d3b5e07aee5029dfdafaadbcaa08945",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_3 rv:4.0; nso-ZA) AppleWebKit/535.46.5 (KHTML, like Gecko) Version/5.0 Safari/535.46.5",
"session_id": "d486654f-38c4-4516-8a3e-3ac6f5ce5039",
"risk_score": 67.5,
"confidence": 0.62
} | 10.168.233.80 | 10.101.17.191 | null | null | null | MITRE Technique: T1134.001 | Network connection from 10.168.233.80 to 10.101.17.191 MITRE Technique: T1134.001 | connection | 307,780 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bda45904-8fb2-4b2f-a3a3-704042587006 | 2025-06-05T01:17:04 | iot | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical firmware_update No additional info | {
"geo_location": "Thailand",
"device_hash": "67b51108304bf2182b72731953db9f5d481fa36eb7d52cab6639c43ca95658d7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/4.1)",
"session_id": "688b26de-38fe-482b-831f-e9b4b692c1fa",
"risk_score": 63.37,
"confidence": 0.16
} | null | null | null | null | null | No additional info | IoT device Medical firmware_update No additional info | firmware_update | null | null | null | null | null | null | null | Medical | iot-0c3600f7 | 8.2 | null | null | null | null | null | null | null | null | null | null |
1312e861-0951-4858-90a8-dd3d511f3cd8 | 2025-04-03T01:34:23 | auth | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|low| desc=Auth bypass for uhernandez via key from 174.155.95.129 Associated Threat Actor: Leafminer | {
"geo_location": "Cape Verde",
"device_hash": "116c2e54fd0e9113484d10fc772c2c71",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/3.1)",
"session_id": "876148c4-8c54-43c1-b3f6-583524cbfccb",
"risk_score": 39.4,
"confidence": 0.06
} | 174.155.95.129 | null | null | null | null | Associated Threat Actor: Leafminer | Auth bypass for uhernandez via key from 174.155.95.129 Associated Threat Actor: Leafminer | bypass | null | null | uhernandez | null | null | null | null | null | null | null | null | null | null | key | cb:30:b9:10:01:bf | null | null | null | null | null |
60a46c40-febb-454a-b1f5-c54e5ea59234 | 2025-03-31T02:43:55 | cloud | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in AWS by stacey66 MITRE Technique: T1053.005 | {
"geo_location": "Ethiopia",
"device_hash": "75e43411577247fc9b7a0aa0fb844e9a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/4.0)",
"session_id": "ab3ec80a-a6a3-41ad-8477-da5efe35d35c",
"risk_score": 39.14,
"confidence": 0.34
} | null | null | null | null | null | MITRE Technique: T1053.005 | Cloud api_abuse in AWS by stacey66 MITRE Technique: T1053.005 | api_abuse | null | null | stacey66 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-dc714494 |
bc8e9707-7f06-4e03-bbc8-591d82232b23 | 2025-03-29T04:30:12 | ids_alert | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|high| desc=LogRhythm Alert: Container Escape detected from 29.53.84.200 targeting 186.20.232.189 MITRE Technique: T1543.003 | Associated Threat Actor: Equation Group noise=center|color|less | {
"geo_location": "Bangladesh",
"device_hash": "38bd7f488855cfc5cdb3328183580a1a3a3b1e0a",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/52.0.850.0 Safari/536.0",
"session_id": "cc768974-3b7a-4146-8140-a2698a989589",
"risk_score": 44.37,
"confidence": 0.69
} | 29.53.84.200 | 186.20.232.189 | Container Escape | SIG-7657 | Evasion | MITRE Technique: T1543.003 | Associated Threat Actor: Equation Group | LogRhythm Alert: Container Escape detected from 29.53.84.200 targeting 186.20.232.189 MITRE Technique: T1543.003 | Associated Threat Actor: Equation Group | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b9f4d7fe-3ee9-4b9f-9318-5f18085c53d2 | 2025-03-04T07:01:59 | cloud | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|critical| desc=Cloud lambda_execution in OCI by whaas No additional info | {
"geo_location": "Nicaragua",
"device_hash": "220d19fca370c09915cb6dbe04474d70",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_8_4) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/33.0.886.0 Safari/531.1",
"session_id": "a55117ee-3a7e-40ab-89ce-4f5a78304b7a",
"risk_score": 41.93,
"confidence": 0.22
} | null | null | null | null | null | No additional info | Cloud lambda_execution in OCI by whaas No additional info | lambda_execution | null | null | whaas | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-94878afd |
97acaf1e-8024-44d5-9fb7-41e72b0e0b97 | 2025-07-03T23:26:45 | cloud | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|low| desc=Cloud shadow_it in Alibaba by christopher65 No additional info noise=UGxhbnQu | {
"geo_location": "Malaysia",
"device_hash": "3f7ef8b06a3501b05d4435efb9171c0c",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/3241-05-22 11:07:35 Firefox/3.6.15",
"session_id": "d5e352df-039a-4ae9-8c41-4f154ce344f7",
"risk_score": 52.11,
"confidence": 0.92
} | null | null | null | null | null | No additional info | Cloud shadow_it in Alibaba by christopher65 No additional info | shadow_it | null | null | christopher65 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-61e423eb |
ff4ec979-077f-4e5a-8df8-227597aad2f2 | 2025-04-01T02:20:18 | auth | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|high| desc=Auth timeout for nguyendavid via SAML from 61.101.69.87 No additional info | {
"geo_location": "Christmas Island",
"device_hash": "eed29523fccf45b8b20d6ba53cee6909",
"user_agent": "Opera/9.12.(Windows 98; Win 9x 4.90; lzh-TW) Presto/2.9.164 Version/11.00",
"session_id": "a2022a7e-9ba6-41a4-ade7-df3084330797",
"risk_score": 48.04,
"confidence": 0.5
} | 61.101.69.87 | null | null | null | null | No additional info | Auth timeout for nguyendavid via SAML from 61.101.69.87 No additional info | timeout | null | null | nguyendavid | null | null | null | null | null | null | null | null | null | null | SAML | ca:83:7a:aa:aa:28 | null | null | null | null | null |
5e027138-93c7-4c6f-bc84-61c23a566906 | 2025-04-13T10:26:12 | cloud | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud lambda_execution in AWS by andrewsmarissa MITRE Technique: T1547.001 | {
"geo_location": "British Virgin Islands",
"device_hash": "61ec2d82f8018598652a53e24a9f809364188a8e939ff8befc8555a657a467c2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 10.0; Trident/4.1)",
"session_id": "a292b485-08d7-4801-be22-cbe7aa795020",
"risk_score": 46,
"confidence": 0.82
} | null | null | null | null | null | MITRE Technique: T1547.001 | Cloud lambda_execution in AWS by andrewsmarissa MITRE Technique: T1547.001 | lambda_execution | null | null | andrewsmarissa | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-47bf995b |
f8b4e71c-46bb-480d-bfde-f559e1d8f56e | 2025-03-20T13:24:41 | firewall | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine TCP traffic from 59.103.142.175:976 to 139.40.172.85:650 No additional info | {
"geo_location": "Pitcairn Islands",
"device_hash": "d4be824ae158cffef1ff60e025e2524215d918ff",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_6 rv:4.0; ce-RU) AppleWebKit/533.7.7 (KHTML, like Gecko) Version/5.0 Safari/533.7.7",
"session_id": "1fbb2ef3-2b55-4cc7-9afe-c2e162f4f6d8",
"risk_score": 86.27,
"confidence": 0.41
} | 59.103.142.175 | 139.40.172.85 | null | null | null | No additional info | Firewall quarantine TCP traffic from 59.103.142.175:976 to 139.40.172.85:650 No additional info | quarantine | 432,954 | TCP | null | null | null | null | null | null | null | null | 976 | 650 | 1,500 | null | null | null | null | null | null | null |
f22b3196-ab16-408a-bdc5-fd2b8663c3d6 | 2025-02-23T14:48:05 | ai | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by angela28 No additional info | {
"geo_location": "Mongolia",
"device_hash": "871fd178aad19eb2bbeed90598a7bfd1372890c8",
"user_agent": "Opera/9.50.(Windows NT 10.0; ug-CN) Presto/2.9.181 Version/12.00",
"session_id": "a25a18bb-161c-42c0-a84e-bf669ce3f82a",
"risk_score": 51.81,
"confidence": 0.31
} | null | null | null | null | null | No additional info | AI system prompt_injection by angela28 No additional info | prompt_injection | null | null | angela28 | null | null | null | null | null | null | null | null | null | null | null | null | model-1dd4a344 | 768a662a2e7ac04f04b0d8599d9066f9b5bedafb07aa477ed32a4d96069e85fd | 68c36dc4cf27278a5a6bf9a65691a2ec37881b07 | null | null |
babe9f67-a778-4250-a4c1-ff0c56b371a9 | 2025-03-01T23:49:52 | auth | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|high| desc=Auth locked for ojones via SAML from 86.40.232.241 No additional info | {
"geo_location": "Hong Kong",
"device_hash": "71a3837453b76e4c8244cd50f3e46356331e8f08a5e146316d774b9aed87b8bc",
"user_agent": "Opera/8.36.(X11; Linux i686; fa-IR) Presto/2.9.189 Version/10.00",
"session_id": "58edec2f-d93e-46b0-9e73-1e3fa2603a53",
"risk_score": 49.31,
"confidence": 0.37
} | 86.40.232.241 | null | null | null | null | No additional info | Auth locked for ojones via SAML from 86.40.232.241 No additional info | locked | null | null | ojones | null | null | null | null | null | null | null | null | null | null | SAML | 45:aa:0b:19:93:c5 | null | null | null | null | null |
1d7decba-a392-4e7f-8b36-dc4ee0c1e159 | 2025-07-09T22:43:55 | firewall | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall drop HTTPS traffic from 82.255.255.42:564 to 28.224.249.140:91 No additional info | {
"geo_location": "Macao",
"device_hash": "1f07067233c96d1107a869fe2b3d9284aea573e5",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_3_1 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) CriOS/35.0.824.0 Mobile/00K356 Safari/534.1",
"session_id": "0a60beac-5178-4eea-aae3-1f49e53d6c9f",
"risk_score": 46.85,
"confidence": 0.7
} | 82.255.255.42 | 28.224.249.140 | null | null | null | No additional info | Firewall drop HTTPS traffic from 82.255.255.42:564 to 28.224.249.140:91 No additional info | drop | 945,164 | HTTPS | null | null | null | null | null | null | null | null | 564 | 91 | 3,078 | null | null | null | null | null | null | null |
9f2f744a-f208-4ef2-9103-fd3eb6c32ac5 | 2025-03-20T08:54:40 | firewall | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|low| desc=Firewall deny RDP traffic from 145.225.116.141:499 to 205.171.31.248:150 No additional info | {
"geo_location": "Palau",
"device_hash": "88010e73448c1e218580da6a25936cf9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Win 9x 4.90; Trident/3.1)",
"session_id": "2c6c65bc-4859-42d1-888a-66a08fd3c64d",
"risk_score": 41.3,
"confidence": 0.99
} | 145.225.116.141 | 205.171.31.248 | null | null | null | No additional info | Firewall deny RDP traffic from 145.225.116.141:499 to 205.171.31.248:150 No additional info | deny | 848,340 | RDP | null | null | null | null | null | null | null | null | 499 | 150 | 1,974 | null | null | null | null | null | null | null |
728bff29-ae58-47b7-8265-a5fd5a09b621 | 2025-02-26T23:26:16 | endpoint | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_start daughter by julia50 No additional info | {
"geo_location": "Czech Republic",
"device_hash": "3f649abc25f9ca35f26faf5113c7cd32",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; tn-ZA) AppleWebKit/533.7.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6533.7.7",
"session_id": "43d07038-bd2b-4364-b959-f06718b0d46c",
"risk_score": 74.33,
"confidence": 0.62
} | null | null | null | null | null | No additional info | Endpoint process_start daughter by julia50 No additional info | process_start | null | null | julia50 | daughter | 7,923 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6cdb7945-0d6f-4dee-8164-d527578f7e43 | 2025-02-16T14:03:53 | cloud | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|info| desc=Cloud storage_access in Azure by mckenzieporter Associated Threat Actor: APT38 | {
"geo_location": "Burkina Faso",
"device_hash": "668855e48d9024606d83ae13da77c78e",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_7 rv:3.0; xh-ZA) AppleWebKit/531.16.7 (KHTML, like Gecko) Version/4.0 Safari/531.16.7",
"session_id": "32bbe529-f277-4fbf-96cf-d45826f322fc",
"risk_score": 71.26,
"confidence": 0.88
} | null | null | null | null | null | Associated Threat Actor: APT38 | Cloud storage_access in Azure by mckenzieporter Associated Threat Actor: APT38 | storage_access | null | null | mckenzieporter | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-7753facd |
c0930e1e-7352-4fa3-94cb-63050948f6d7 | 2025-05-02T19:56:29 | auth | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|high| desc=Auth locked for teresa44 via biometric from 79.122.181.5 No additional info | {
"geo_location": "Andorra",
"device_hash": "3a001b448a9c7945fe906311408b20611833cf8f",
"user_agent": "Mozilla/5.0 (Android 6.0; Mobile; rv:44.0) Gecko/44.0 Firefox/44.0",
"session_id": "a45c8ca0-febc-4fc1-bc16-85facf133f3e",
"risk_score": 52.3,
"confidence": 0.48
} | 79.122.181.5 | null | null | null | null | No additional info | Auth locked for teresa44 via biometric from 79.122.181.5 No additional info | locked | null | null | teresa44 | null | null | null | null | null | null | null | null | null | null | biometric | 4d:86:64:26:d0:d4 | null | null | null | null | null |
78afd0af-4ff6-4e80-bbc6-d1ff3a831f84 | 2025-03-20T10:23:32 | firewall | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only SMB traffic from 27.106.175.215:384 to 134.36.77.209:47210 No additional info noise=technology|decide|in | {
"geo_location": "Djibouti",
"device_hash": "e08863eeee030f2e42406675cd204c5a148fffdc61efd0a94237a4ba367e1679",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/2742-08-18 11:35:10 Firefox/3.8",
"session_id": "f7c9f8b0-1ed7-4aa6-ad75-da44be3fc74b",
"risk_score": 49.8,
"confidence": 0.87
} | 27.106.175.215 | 134.36.77.209 | null | null | null | No additional info | Firewall log-only SMB traffic from 27.106.175.215:384 to 134.36.77.209:47210 No additional info | log-only | 602,410 | SMB | null | null | null | null | null | null | null | null | 384 | 47,210 | 1,837 | null | null | null | null | null | null | null |
0877dfd3-5713-4aef-97d6-bd516ae60d4b | 2023-08-03T20:40:13 | 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: Brute Force detected from 204.185.139.84 targeting 21.126.238.153 No additional info | {
"geo_location": "Czech Republic",
"device_hash": "757d140cd300d3cd323bdc81348eb43dd285ab762e93ddbb86ae0593d6def901",
"user_agent": "Mozilla/5.0 (Linux; Android 2.0.1) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/63.0.860.0 Safari/535.1",
"session_id": "a9ccbccd-4fee-4d7e-8889-28d4e66426fe",
"risk_score": 39.19,
"confidence": 0.5
} | 204.185.139.84 | 21.126.238.153 | Brute Force | SIG-1084 | Evasion | No additional info | Carbon Black Alert: Brute Force detected from 204.185.139.84 targeting 21.126.238.153 No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 0.77,
"entropy": 7.68,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
991ab9d1-dfd6-45d6-895a-a22018e1b8bd | 2025-03-04T10:34:19 | firewall | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|high| desc=Firewall log-only TCP traffic from 118.126.227.144:198 to 2.198.89.188:63254 No additional info | {
"geo_location": "Iraq",
"device_hash": "cb4c851b6d65c5421905f2be4a5cee1a4beb67e1",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_2 rv:6.0; fa-IR) AppleWebKit/531.10.6 (KHTML, like Gecko) Version/5.1 Safari/531.10.6",
"session_id": "e1e0b77b-2d40-41e3-840d-9deed7445fbc",
"risk_score": 45.23,
"confidence": 0.61
} | 118.126.227.144 | 2.198.89.188 | null | null | null | No additional info | Firewall log-only TCP traffic from 118.126.227.144:198 to 2.198.89.188:63254 No additional info | log-only | 159,431 | TCP | null | null | null | null | {
"baseline_deviation": 1.36,
"entropy": 4.9,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 198 | 63,254 | 2,264 | null | null | null | null | null | null | null |
d5458ad3-4102-478e-bb2d-a9d02fc371e3 | 2025-03-22T15:31:27 | firewall | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only NTP traffic from 67.40.9.221:337 to 92.171.70.57:44649 No additional info noise=RGVzY3JpYmUu | {
"geo_location": "Mauritania",
"device_hash": "77dbf7d0bde4b82358af1a69c774ae42",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_6 rv:6.0; lzh-TW) AppleWebKit/534.46.4 (KHTML, like Gecko) Version/5.0.3 Safari/534.46.4",
"session_id": "bbefadbf-f454-4c3e-b374-041b7a761352",
"risk_score": 60.13,
"confidence": 0.29
} | 67.40.9.221 | 92.171.70.57 | null | null | null | No additional info | Firewall log-only NTP traffic from 67.40.9.221:337 to 92.171.70.57:44649 No additional info | log-only | 976,420 | NTP | null | null | null | null | null | null | null | null | 337 | 44,649 | 829 | null | null | null | null | null | null | null |
67a79c8e-99ed-47fb-becc-0926ba3e4c38 | 2025-04-06T12:26:15 | firewall | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|low| desc=Firewall allow HTTPS traffic from 26.176.167.3:796 to 24.233.11.165:707 No additional info noise=series|up|really | {
"geo_location": "Afghanistan",
"device_hash": "985a65eca05c794aefc171d23bdc6421efc24cf6",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; ku-TR) AppleWebKit/535.14.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6535.14.3",
"session_id": "fa5c2042-5a3b-4f31-a18f-eecc1a1fad96",
"risk_score": 53.4,
"confidence": 0.64
} | 26.176.167.3 | 24.233.11.165 | null | null | null | No additional info | Firewall allow HTTPS traffic from 26.176.167.3:796 to 24.233.11.165:707 No additional info | allow | 853,773 | HTTPS | null | null | null | null | null | null | null | null | 796 | 707 | 2,067 | null | null | null | null | null | null | null |
6a69e04c-4ab9-4e95-9335-2ce4ba1dbfef | 2025-04-15T01:29:46 | cloud | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|info| desc=Cloud config_change in GCP by lisadiaz MITRE Technique: T1078.004 | {
"geo_location": "Burundi",
"device_hash": "d6922b656af271297c974ed6f1be9b62efe70b6bc142f068188ef027f6fd7e5e",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_2_1 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) CriOS/57.0.861.0 Mobile/82N845 Safari/536.1",
"session_id": "6281a732-406e-4631-bb6d-1029cac3e087",
"risk_score": 29.7,
"confidence": 0.51
} | null | null | null | null | null | MITRE Technique: T1078.004 | Cloud config_change in GCP by lisadiaz MITRE Technique: T1078.004 | config_change | null | null | lisadiaz | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-11b5b2b4 |
e88aeb42-d6f0-4f4f-ba08-7831e3b3e873 | 2025-06-10T09:31:16 | firewall | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall drop HTTPS traffic from 103.186.81.138:40932 to 223.61.52.164:248 No additional info | {
"geo_location": "United States of America",
"device_hash": "0ed0e6828ba4eeab2d5c7868871d9cfb72a947da",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_2) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/18.0.821.0 Safari/536.1",
"session_id": "eab2979d-0aca-4d9d-984a-73e04d7cd751",
"risk_score": 19.23,
"confidence": 0.23
} | 103.186.81.138 | 223.61.52.164 | null | null | null | No additional info | Firewall drop HTTPS traffic from 103.186.81.138:40932 to 223.61.52.164:248 No additional info | drop | 162,358 | HTTPS | null | null | null | null | null | null | null | null | 40,932 | 248 | 194 | null | null | null | null | null | null | null |
6a343cc4-81a1-4c44-905a-013e71f888bb | 2025-01-27T14:41:40 | firewall | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only NTP traffic from 145.72.108.237:20378 to 139.50.211.121:110 No additional info noise=account|young|pull | {
"geo_location": "China",
"device_hash": "2b932fbd42143a3f85a100be201be612bb6e63cf",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 10.0; Trident/5.1)",
"session_id": "6b235a70-4e1b-45ec-b3e2-59f81ac6f45a",
"risk_score": 61.02,
"confidence": 0.65
} | 145.72.108.237 | 139.50.211.121 | null | null | null | No additional info | Firewall log-only NTP traffic from 145.72.108.237:20378 to 139.50.211.121:110 No additional info | log-only | 3,925 | NTP | null | null | null | null | {
"baseline_deviation": 2.28,
"entropy": 3.3,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 20,378 | 110 | 2,330 | null | null | null | null | null | null | null |
5a59b2e1-c4e5-47af-a143-27fdbebc2139 | 2025-07-10T23:24:02 | ai | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by henrythomas No additional info | {
"geo_location": "Mozambique",
"device_hash": "59fa4bf62c730d69eb9837d91400d4e9d6b8b285c7d0609ad157d8c1d237fc1a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.2; Trident/3.0)",
"session_id": "5025a7ba-44e9-46c1-b845-d95c76770331",
"risk_score": 81.69,
"confidence": 0.06
} | null | null | null | null | null | No additional info | AI system fine_tuning by henrythomas No additional info | fine_tuning | null | null | henrythomas | null | null | null | null | null | null | null | null | null | null | null | null | model-27d0bd1c | deaf6022293c4d0304a3e62587ad7c5d | 5d1d5ab56818f5623cff5b8d3dfd7f26bfc59893 | null | null |
2ce1552a-fbf2-42e3-94b8-1f27547fd144 | 2025-05-31T09:51:04 | ids_alert | Zeek v5.0.0 | emergency | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Zeek Alert: Port Scan detected from 166.208.82.17 targeting 39.139.36.157 No additional info | {
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "4e043af6e873811ab257d17737484be8",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 7_1_2 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) FxiOS/11.0a7947.0 Mobile/98O513 Safari/534.1",
"session_id": "9791ae2a-62a8-4454-b6f7-831b5ea4b34b",
"risk_score": 73.44,
"confidence": 0.63
} | 166.208.82.17 | 39.139.36.157 | Port Scan | SIG-5385 | Policy | No additional info | Zeek Alert: Port Scan detected from 166.208.82.17 targeting 39.139.36.157 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4599d2b2-c959-4a1e-acc2-e0249c49c3e6 | 2025-02-11T19:52:13 | auth | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for williambonilla via key from 37.101.173.44 No additional info noise=answer|our|become | {
"geo_location": "Iran",
"device_hash": "cc39aa34be56e6054370f0b34dd8084f432c4578",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/4.1)",
"session_id": "50b04250-752e-44ee-be39-056302ac98d8",
"risk_score": 66.37,
"confidence": 0.41
} | 37.101.173.44 | null | null | null | null | No additional info | Auth bypass for williambonilla via key from 37.101.173.44 No additional info | bypass | null | null | williambonilla | null | null | null | null | null | null | null | null | null | null | key | 7c:10:7d:32:c8:08 | null | null | null | null | null |
5db38377-09d5-4bbd-be11-5dedc3c5b493 | 2025-06-10T17:25:25 | firewall | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|low| desc=Firewall log-only SMB traffic from 27.177.121.7:702 to 195.210.228.211:174 No additional info | {
"geo_location": "Jordan",
"device_hash": "03f0bc809bee96bda9ff66c42f8409a1",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_6 rv:6.0; om-ET) AppleWebKit/532.17.2 (KHTML, like Gecko) Version/4.0.5 Safari/532.17.2",
"session_id": "02f3ec4b-454d-4a03-a525-4c5e3f9a91a2",
"risk_score": 54.26,
"confidence": 0.96
} | 27.177.121.7 | 195.210.228.211 | null | null | null | No additional info | Firewall log-only SMB traffic from 27.177.121.7:702 to 195.210.228.211:174 No additional info | log-only | 887,804 | SMB | null | null | null | null | null | null | null | null | 702 | 174 | 683 | null | null | null | null | null | null | null |
c3dfc894-50d1-4cf7-b557-54a2a63f93f5 | 2025-01-12T12:14:15 | auth | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth locked for ewolfe via biometric from 135.73.87.186 No additional info | {
"geo_location": "North Korea",
"device_hash": "499e75b807b9ad8cd2c07cc9d1411ba3",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; shs-CA) AppleWebKit/532.48.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6532.48.4",
"session_id": "09b9b5ad-bd0d-47b6-b975-65d248578413",
"risk_score": 17.28,
"confidence": 0.67
} | 135.73.87.186 | null | null | null | null | No additional info | Auth locked for ewolfe via biometric from 135.73.87.186 No additional info | locked | null | null | ewolfe | null | null | null | null | null | null | null | null | null | null | biometric | 25:a7:b6:3c:25:c8 | null | null | null | null | null |
048292ff-4900-4685-8a50-7f4eef3db50f | 2022-09-23T05:53:24 | ids_alert | Wazuh v4.5.0 | emergency | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|emergency| desc=Wazuh Alert: Container Escape detected from 13.194.151.230 targeting 85.52.184.67 MITRE Technique: T1071.001 | {
"geo_location": "Syrian Arab Republic",
"device_hash": "dddef27d0a4e36babc3120801a8e98c63dc10696",
"user_agent": "Mozilla/5.0 (Linux; Android 6.0) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/58.0.863.0 Safari/535.2",
"session_id": "54373b01-3787-4d91-97c9-bb6d8d0bc112",
"risk_score": 10.17,
"confidence": 0.75
} | 13.194.151.230 | 85.52.184.67 | Container Escape | SIG-8770 | Exploit | MITRE Technique: T1071.001 | Wazuh Alert: Container Escape detected from 13.194.151.230 targeting 85.52.184.67 MITRE Technique: T1071.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
957b2561-1544-40cd-85ac-4cafad49aa26 | 2025-04-18T10:45:46 | endpoint | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|info| desc=Endpoint registry_change /ever/nor.ods by dunnjay MITRE Technique: T1190 | {
"geo_location": "Norfolk Island",
"device_hash": "80626a96bf15bc9536f6e0d6210dd819e574196374a41155379cfe3af53ea579",
"user_agent": "Mozilla/5.0 (Windows 98) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/29.0.890.0 Safari/532.1",
"session_id": "fd587789-05c7-4f88-9128-111fd2556380",
"risk_score": 27.1,
"confidence": 0.62
} | null | null | null | null | null | MITRE Technique: T1190 | Endpoint registry_change /ever/nor.ods by dunnjay MITRE Technique: T1190 | registry_change | null | null | dunnjay | /ever/nor.ods | 8,747 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
97a9b931-329a-4b86-bf9a-76d0bee2ea5d | 2020-12-10T00:57:10 | network | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 148.248.163.5 to 157.134.41.234 No additional info | {
"geo_location": "Christmas Island",
"device_hash": "b6cd41a732ac2a57dce5cc4ed57a41be",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; fil-PH) AppleWebKit/532.36.2 (KHTML, like Gecko) Version/3.0.5 Mobile/8B116 Safari/6532.36.2",
"session_id": "833afc62-81b0-4031-9b8f-89208d0e7c68",
"risk_score": 13.8,
"confidence": 0.72
} | 148.248.163.5 | 157.134.41.234 | null | null | null | No additional info | Network latency_spike from 148.248.163.5 to 157.134.41.234 No additional info | latency_spike | 532,708 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a873f32b-26b6-4597-8217-78d2a95d8e13 | 2021-01-03T23:40:02 | auth | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|high| desc=Auth timeout for hsanchez via passwordless from 79.131.101.187 No additional info | {
"geo_location": "Uzbekistan",
"device_hash": "86886aacb226dcea011bfc1dc28a2e13",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; sw-KE) AppleWebKit/531.6.7 (KHTML, like Gecko) Version/4.0.5 Mobile/8B119 Safari/6531.6.7",
"session_id": "e009ffc8-11d0-43b6-b898-12b836e294aa",
"risk_score": 79.97,
"confidence": 0.15
} | 79.131.101.187 | null | null | null | null | No additional info | Auth timeout for hsanchez via passwordless from 79.131.101.187 No additional info | timeout | null | null | hsanchez | null | null | null | null | null | null | null | null | null | null | passwordless | ad:69:b1:08:5f:70 | null | null | null | null | null |
63411e25-dec2-403d-a209-1084c0a23f8f | 2025-02-18T00:26:13 | ai | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|low| desc=AI system model_access by banksbenjamin Associated Threat Actor: APT34 | {
"geo_location": "Somalia",
"device_hash": "422acd1840ac0957b4568d5b8987cc37b2d1dfab8ceb1b92b85edc124fbd6571",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Trident/3.1)",
"session_id": "b3204f16-04b9-48e5-a1a8-8666ed343bf6",
"risk_score": 29.88,
"confidence": 0.57
} | null | null | null | null | null | Associated Threat Actor: APT34 | AI system model_access by banksbenjamin Associated Threat Actor: APT34 | model_access | null | null | banksbenjamin | null | null | null | null | null | null | null | null | null | null | null | null | model-3a2b192d | 2f281d037753f55b756e15eaf5a136de87340beb | e43b3eb2557f07cf46d32b807024f5fb4947bae53be36b339e5686ecad6ede5f | null | null |
0ae80a39-e5ef-4796-953a-f0215a18d732 | 2025-03-20T17:51:15 | iot | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor battery_drain No additional info noise=someone|board|hair | {
"geo_location": "Guinea-Bissau",
"device_hash": "790ad0469c19ff495bced319b97166d3056ef4c8689b1a69c72fb3e0f1ec66e1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Win 9x 4.90; Trident/3.1)",
"session_id": "d3eee60e-f3cf-4d2b-8241-7fdaf643325d",
"risk_score": 52.49,
"confidence": 0.23
} | null | null | null | null | null | No additional info | IoT device Sensor battery_drain No additional info | battery_drain | null | null | null | null | null | null | null | Sensor | iot-f92e695c | 6.8 | null | null | null | null | null | null | null | null | null | null |
128837a3-c126-411d-ac29-5733257be462 | 2025-05-15T10:09:11 | firewall | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect DNS traffic from 221.202.9.64:754 to 10.53.149.255:244 No additional info | {
"geo_location": "Lesotho",
"device_hash": "ec36fd0d9f81c98391b75bbf03270a0e",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2.1) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/51.0.874.0 Safari/534.2",
"session_id": "e60a342b-21b8-4bb5-a192-59d540c2d3e2",
"risk_score": 61.44,
"confidence": 0.64
} | 221.202.9.64 | 10.53.149.255 | null | null | null | No additional info | Firewall inspect DNS traffic from 221.202.9.64:754 to 10.53.149.255:244 No additional info | inspect | 923,477 | DNS | null | null | null | null | null | null | null | null | 754 | 244 | 883 | null | null | null | null | null | null | null |
46160443-b66c-4d8d-ba5d-8f0480028f13 | 2025-02-27T18:00:45 | network | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|low| desc=Network disconnection from 206.132.33.11 to 126.116.99.252 No additional info | {
"geo_location": "Qatar",
"device_hash": "7f455a9c4cefed290fe84d88cd24474ce09d2caec00b88dff7d2d64ed50b0fe4",
"user_agent": "Opera/9.71.(X11; Linux i686; it-CH) Presto/2.9.175 Version/10.00",
"session_id": "78be5ef7-4a8f-4845-bcde-a28fd6458d96",
"risk_score": 74.12,
"confidence": 0.22
} | 206.132.33.11 | 126.116.99.252 | null | null | null | No additional info | Network disconnection from 206.132.33.11 to 126.116.99.252 No additional info | disconnection | 329,297 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
538485ee-7302-4c3b-b49c-1c31ea0d896d | 2025-06-13T22:14:43 | ids_alert | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|high| desc=Snort Alert: DNS Tunneling detected from 46.164.200.159 targeting 165.15.232.160 MITRE Technique: T1218.011 | {
"geo_location": "Indonesia",
"device_hash": "6128be1dab78a75549c0ae25e9be88be6887ef30",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/36.0.870.0 Safari/532.0",
"session_id": "02d32534-8e14-44cf-a024-393f0adc3083",
"risk_score": 49.04,
"confidence": 0.62
} | 46.164.200.159 | 165.15.232.160 | DNS Tunneling | SIG-2555 | Malware | MITRE Technique: T1218.011 | Snort Alert: DNS Tunneling detected from 46.164.200.159 targeting 165.15.232.160 MITRE Technique: T1218.011 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
60193984-174a-4f98-9970-639f4681bf30 | 2025-01-16T21:03:55 | cloud | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|high| desc=Cloud crypto_mining in Alibaba by jacobblanchard No additional info | {
"geo_location": "North Korea",
"device_hash": "4c0ccfe33325f99d5acd94005ee70e99b4cc9701874ba389de090531cb206d1a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/4.0)",
"session_id": "28d5f07a-1723-43a5-97c4-bcbdc6c5d2c4",
"risk_score": 39.03,
"confidence": 0.99
} | null | null | null | null | null | No additional info | Cloud crypto_mining in Alibaba by jacobblanchard No additional info | crypto_mining | null | null | jacobblanchard | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-62ffc0b6 |
ea18df2b-bdb5-428a-b5b2-dce700cb8bec | 2025-01-30T23:22:26 | endpoint | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|medium| desc=Endpoint driver_load available by francisevan MITRE Technique: T1059.005 | {
"geo_location": "Tokelau",
"device_hash": "94d78b60779a72fea6a3cf76ded6754fc03ce1f12ac671c7346fab89ace8042e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/3.0)",
"session_id": "d6140f65-d70e-4946-af8d-6c0bc63726e5",
"risk_score": 80.46,
"confidence": 0.26
} | null | null | null | null | null | MITRE Technique: T1059.005 | Endpoint driver_load available by francisevan MITRE Technique: T1059.005 | driver_load | null | null | francisevan | available | 3,394 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ce409f44-0d93-4198-94fd-c8e90c0524ca | 2025-03-12T05:44:37 | ids_alert | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|high| desc=LogRhythm Alert: ICS Attack detected from 32.57.127.31 targeting 83.141.158.60 Associated Threat Actor: Sandworm Team | {
"geo_location": "Mali",
"device_hash": "5ca3693a575a65462151e3c362aa379f",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/8458-02-05 01:33:26 Firefox/3.8",
"session_id": "45d6bba8-6ff8-46b4-8b25-5835014bdbec",
"risk_score": 69.06,
"confidence": 0.9
} | 32.57.127.31 | 83.141.158.60 | ICS Attack | SIG-3796 | Policy | Associated Threat Actor: Sandworm Team | LogRhythm Alert: ICS Attack detected from 32.57.127.31 targeting 83.141.158.60 Associated Threat Actor: Sandworm Team | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
12d41f64-b026-4531-8aee-63725ce4e2bb | 2025-05-09T14:25:00 | firewall | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|info| desc=Firewall drop HTTPS traffic from 37.98.73.72:418 to 133.126.121.96:378 No additional info | {
"geo_location": "Tanzania",
"device_hash": "513e33223616bf5f811b2d3a3d7ba8ca2b37a7c18e6a30402646a6d9a03bf5e1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/5.1)",
"session_id": "6b43f3e9-34fb-4a13-9c97-f1b68f6956cb",
"risk_score": 55.2,
"confidence": 0.62
} | 37.98.73.72 | 133.126.121.96 | null | null | null | No additional info | Firewall drop HTTPS traffic from 37.98.73.72:418 to 133.126.121.96:378 No additional info | drop | 822,074 | HTTPS | null | null | null | null | null | null | null | null | 418 | 378 | 3,214 | null | null | null | null | null | null | null |
d0daa328-d74d-43cc-b0bd-ba8fbd050103 | 2025-04-20T22:22:25 | firewall | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine HTTP traffic from 37.250.18.27:40776 to 82.18.100.148:924 MITRE Technique: T1218.011 | {
"geo_location": "Iran",
"device_hash": "c54b3e40f7926d3fe6435dab7aa5cc71ba37b82a",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/535.28.7 (KHTML, like Gecko) Version/5.0.5 Safari/535.28.7",
"session_id": "b4b14297-8c48-4a81-9d6c-3a5085c96a65",
"risk_score": 36.75,
"confidence": 0.09
} | 37.250.18.27 | 82.18.100.148 | null | null | null | MITRE Technique: T1218.011 | Firewall quarantine HTTP traffic from 37.250.18.27:40776 to 82.18.100.148:924 MITRE Technique: T1218.011 | quarantine | 224,853 | HTTP | null | null | null | null | null | null | null | null | 40,776 | 924 | 887 | null | null | null | null | null | null | null |
88bae2f8-6d45-493d-9e50-59186f573392 | 2025-02-06T10:33:17 | ai | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by christopher64 MITRE Technique: T1134.001 | Associated Threat Actor: Lazarus Group noise=Rmxvb3Iu | {
"geo_location": "Iraq",
"device_hash": "3e99cd87dd68ffb04cf89db0a47fa7678d411675",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/532.1.5 (KHTML, like Gecko) Version/5.0.5 Safari/532.1.5",
"session_id": "166b915f-a112-4a20-85be-19abfdebdbd2",
"risk_score": 69.17,
"confidence": 0.36
} | null | null | null | null | null | MITRE Technique: T1134.001 | Associated Threat Actor: Lazarus Group | AI system adversarial_input by christopher64 MITRE Technique: T1134.001 | Associated Threat Actor: Lazarus Group | adversarial_input | null | null | christopher64 | null | null | null | null | null | null | null | null | null | null | null | null | model-4f7d80e0 | 8a51e663ea058fe11de6986d8b7a87e44a3521dd4fc19957eae71403819d62c3 | 482903ab5002ffa1f0978f2fea456ffe522b4e3e | null | null |
ec98a66b-ec2b-4163-ae74-38bdabc5ae53 | 2025-01-28T21:09:22 | firewall | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow TCP traffic from 10.128.186.17:53989 to 51.216.204.105:404 No additional info | {
"geo_location": "Micronesia",
"device_hash": "46dacd39eff3ed63ea040c66ed975fbbdc788b8acadc90f18624d5995343c91b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/531.11.1 (KHTML, like Gecko) Version/4.0.4 Safari/531.11.1",
"session_id": "2c0258ab-f9c7-4dde-9e99-ad0891bb89b3",
"risk_score": 71.11,
"confidence": 0.12
} | 10.128.186.17 | 51.216.204.105 | null | null | null | No additional info | Firewall allow TCP traffic from 10.128.186.17:53989 to 51.216.204.105:404 No additional info | allow | 17,530 | TCP | null | null | null | null | null | null | null | null | 53,989 | 404 | 3,289 | null | null | null | null | null | null | null |
abfe7071-3952-40b9-85fc-552f3d6812d3 | 2025-02-08T22:22:15 | 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: SQL Injection detected from 10.84.33.239 targeting N/A No additional info | {
"geo_location": "Liechtenstein",
"device_hash": "4e0a2f72980b942d030f5adcddaf632161eedb7d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.0; Trident/4.0)",
"session_id": "9e35df74-0ef8-4629-b38f-59fbadca8e00",
"risk_score": 68.31,
"confidence": 0.79
} | 10.84.33.239 | N/A | SQL Injection | SIG-6912 | Malware | No additional info | Palo Alto Cortex Alert: SQL Injection detected from 10.84.33.239 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 |
d16f391f-3e33-4841-8138-e1d2ffd25377 | 2025-07-04T23:16:49 | endpoint | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|info| desc=Endpoint file_access century by andrewmorales No additional info | {
"geo_location": "Jersey",
"device_hash": "4ecc79c1fcfbe196a930c0ff0c3e4aa5",
"user_agent": "Mozilla/5.0 (Windows 95; hne-IN; rv:1.9.2.20) Gecko/6676-06-05 12:06:03 Firefox/6.0",
"session_id": "463a7c53-e681-4c8b-9913-8ee2ed57283c",
"risk_score": 42.76,
"confidence": 0.96
} | null | null | null | null | null | No additional info | Endpoint file_access century by andrewmorales No additional info | file_access | null | null | andrewmorales | century | 4,516 | powershell.exe | {
"baseline_deviation": 1.5,
"entropy": 7.03,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
33493d5e-c8d9-402d-b890-31ae6e223a68 | 2025-01-24T01:38:16 | auth | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|low| desc=Auth failed for christinawest via OAuth from 70.122.198.217 Associated Threat Actor: Scattered Spider | {
"geo_location": "Somalia",
"device_hash": "066b6e39ee495f2a66e569883cf7035b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/3.0)",
"session_id": "41d59fff-5517-4d10-afde-9361b8bda9e3",
"risk_score": 49.12,
"confidence": 0.85
} | 70.122.198.217 | null | null | null | null | Associated Threat Actor: Scattered Spider | Auth failed for christinawest via OAuth from 70.122.198.217 Associated Threat Actor: Scattered Spider | failed | null | null | christinawest | null | null | null | {
"baseline_deviation": 2.7,
"entropy": 2.67,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | OAuth | c8:96:2f:1d:8f:17 | null | null | null | null | null |
f3096771-ca40-4f54-af68-b4f262ec333d | 2025-02-08T01:38:43 | auth | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|info| desc=Auth timeout for alee via SAML from 11.179.128.132 No additional info | {
"geo_location": "Chad",
"device_hash": "6e6337592c76d54d5ac9eb3e2b68b736c6bb49265e8fb655d43c04a2bc579e01",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 4_2_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) CriOS/48.0.891.0 Mobile/27O377 Safari/531.0",
"session_id": "cdda2622-b1e8-4c7f-835d-adb74650be07",
"risk_score": 47.16,
"confidence": 0.84
} | 11.179.128.132 | null | null | null | null | No additional info | Auth timeout for alee via SAML from 11.179.128.132 No additional info | timeout | null | null | alee | null | null | null | null | null | null | null | null | null | null | SAML | da:1c:2f:4f:c1:ed | null | null | null | null | null |
04751ffb-126e-41b0-91c3-47d27e69240f | 2025-07-09T03:00:45 | ai | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|high| desc=AI system model_inversion by ryanstewart No additional info | {
"geo_location": "Guam",
"device_hash": "468a4c0cf15ad8f31b9114ed612cc52b62ff0a07",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_3 rv:6.0; ast-ES) AppleWebKit/534.18.4 (KHTML, like Gecko) Version/5.0 Safari/534.18.4",
"session_id": "d55d1e55-2c0f-43c9-aa1f-2e59efac7b31",
"risk_score": 78.46,
"confidence": 0.64
} | null | null | null | null | null | No additional info | AI system model_inversion by ryanstewart No additional info | model_inversion | null | null | ryanstewart | null | null | null | null | null | null | null | null | null | null | null | null | model-9749184b | 15cbdbaf4e6ba35e6577dac63b4309e0 | 1b405e637119c6cb3c20175bc62a16df | null | null |
c8d9ba7a-a442-41ab-ad42-866ef64e7854 | 2025-03-15T09:48:50 | ids_alert | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|medium| desc=CrowdStrike Alert: ICS Attack detected from 10.184.118.170 targeting 70.54.33.156 Associated Threat Actor: Equation Group noise=high|agreement|range | {
"geo_location": "Sweden",
"device_hash": "f63bbdae978a009346546a0bfe1db587",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; ro-RO) AppleWebKit/532.4.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6532.4.1",
"session_id": "62e93446-4be1-4172-bacb-9cf6e85b1c23",
"risk_score": 49.97,
"confidence": 0.05
} | 10.184.118.170 | 70.54.33.156 | ICS Attack | SIG-1047 | Policy | Associated Threat Actor: Equation Group | CrowdStrike Alert: ICS Attack detected from 10.184.118.170 targeting 70.54.33.156 Associated Threat Actor: Equation Group | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
abe86be2-9582-4fbc-9e9c-98eba6cf8a7d | 2025-04-29T20:06:51 | firewall | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only SSH traffic from 1.232.235.54:544 to 183.173.174.108:769 No additional info | {
"geo_location": "Saint Kitts and Nevis",
"device_hash": "3c6cd7f7aab76ed300ab88d327ce96f2b6013f325d184da318fb4a524cc753b3",
"user_agent": "Opera/8.40.(Windows NT 6.0; an-ES) Presto/2.9.188 Version/11.00",
"session_id": "e8840763-2ee2-43a1-b75d-9b7bfaac9685",
"risk_score": 53.82,
"confidence": 0.51
} | 1.232.235.54 | 183.173.174.108 | null | null | null | No additional info | Firewall log-only SSH traffic from 1.232.235.54:544 to 183.173.174.108:769 No additional info | log-only | 993,417 | SSH | null | null | null | null | null | null | null | null | 544 | 769 | 865 | null | null | null | null | null | null | null |
57fce212-f565-4cb2-b07b-1b92bc7478db | 2025-01-13T15:51:57 | auth | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|info| desc=Auth timeout for chavezchristopher via OAuth from 25.13.131.226 MITRE Technique: T1204.002 | {
"geo_location": "Guyana",
"device_hash": "110e18182f4315fa0545022256f39e22c5e7b8bd058d7ad7f5ee892903575aa7",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 9_3_6 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) FxiOS/15.1g1531.0 Mobile/97J972 Safari/531.2",
"session_id": "951fa5c6-733a-474d-859f-870bb6c95996",
"risk_score": 62.18,
"confidence": 0.53
} | 25.13.131.226 | null | null | null | null | MITRE Technique: T1204.002 | Auth timeout for chavezchristopher via OAuth from 25.13.131.226 MITRE Technique: T1204.002 | timeout | null | null | chavezchristopher | null | null | null | null | null | null | null | null | null | null | OAuth | 07:b7:7a:45:3f:6c | null | null | null | null | null |
95caa27d-da7c-487b-9548-27c6547fd3d0 | 2025-04-01T15:12:46 | firewall | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|critical| desc=Firewall inspect NTP traffic from 41.143.165.203:9944 to 188.49.33.115:42774 MITRE Technique: T1547.001 | Associated Threat Actor: APT41 | {
"geo_location": "Saint Barthelemy",
"device_hash": "0651758242c3a3376c955ccf1cd16513d4c36ecb",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.4) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/50.0.801.0 Safari/532.1",
"session_id": "98304e77-7fd7-4d8e-827f-e75af100c53f",
"risk_score": 42.02,
"confidence": 0.2
} | 41.143.165.203 | 188.49.33.115 | null | null | null | MITRE Technique: T1547.001 | Associated Threat Actor: APT41 | Firewall inspect NTP traffic from 41.143.165.203:9944 to 188.49.33.115:42774 MITRE Technique: T1547.001 | Associated Threat Actor: APT41 | inspect | 961,815 | NTP | null | null | null | null | {
"baseline_deviation": 2.65,
"entropy": 7.04,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 9,944 | 42,774 | 1,869 | null | null | null | null | null | null | null |
f77c0cfe-887f-4f86-98c5-4235f58bd7ba | 2025-05-04T10:51:19 | ai | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|high| desc=AI system adversarial_input by melissahughes No additional info | {
"geo_location": "Bahamas",
"device_hash": "5e031930456fb1387008b11a36f8e81c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 95; Trident/4.1)",
"session_id": "a7f413cc-e4f3-4da6-aec7-5a874c31bd16",
"risk_score": 57.26,
"confidence": 0.21
} | null | null | null | null | null | No additional info | AI system adversarial_input by melissahughes No additional info | adversarial_input | null | null | melissahughes | null | null | null | null | null | null | null | null | null | null | null | null | model-221be62f | 625641fdae4caa839cdbb8e3f6b4e4c4f426731c | b8d5a8ec7d7557c3c0b4caf860ba586a077b9802 | null | null |
9db386c4-5b98-41fd-8594-b1976ffb2f65 | 2025-02-10T15:34:44 | ids_alert | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|critical| desc=Elastic SIEM Alert: Port Scan detected from 184.134.95.139 targeting N/A MITRE Technique: T1059.005 | {
"geo_location": "San Marino",
"device_hash": "477c3e404597777c61c7b358f069f1fa76abd015",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/3.0)",
"session_id": "995dc451-b837-4b75-a215-4d26fd9ec41b",
"risk_score": 61.47,
"confidence": 0.31
} | 184.134.95.139 | N/A | Port Scan | SIG-6827 | Policy | MITRE Technique: T1059.005 | Elastic SIEM Alert: Port Scan detected from 184.134.95.139 targeting N/A 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 |
07c7964a-3f81-4f48-b803-1f66a5d997a2 | 2025-03-24T13:54:04 | endpoint | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint powershell_exec /much/collection.key by patriciabrown No additional info | {
"geo_location": "Netherlands Antilles",
"device_hash": "8418b2233820ac4db6f0e266a3c9be5a",
"user_agent": "Opera/8.95.(Windows 98; lg-UG) Presto/2.9.164 Version/12.00",
"session_id": "a1b0dfa7-2170-400f-a79a-ae2025fc123d",
"risk_score": 64.47,
"confidence": 0.59
} | null | null | null | null | null | No additional info | Endpoint powershell_exec /much/collection.key by patriciabrown No additional info | powershell_exec | null | null | patriciabrown | /much/collection.key | 401 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e7d6f3ea-e9db-4a9b-a0e5-8ffebac669b2 | 2025-02-01T13:46:14 | firewall | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|high| desc=Firewall allow UDP traffic from 73.175.41.126:627 to 197.245.97.103:57021 No additional info | {
"geo_location": "Sao Tome and Principe",
"device_hash": "f88dc49b42a3b4a8c1f3be61df1cdd39",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/60.0.867.0 Safari/531.0",
"session_id": "2f7133c8-eeff-44d9-87d3-e8a613bf91bd",
"risk_score": 36.25,
"confidence": 0.85
} | 73.175.41.126 | 197.245.97.103 | null | null | null | No additional info | Firewall allow UDP traffic from 73.175.41.126:627 to 197.245.97.103:57021 No additional info | allow | 428,660 | UDP | null | null | null | null | {
"baseline_deviation": 1,
"entropy": 3.26,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 627 | 57,021 | 717 | null | null | null | null | null | null | null |
f644dd4b-9e48-4853-b193-ea3c32789a7c | 2025-04-22T01:15:58 | network | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|info| desc=Network latency_spike from 90.69.68.72 to 221.68.36.227 No additional info | {
"geo_location": "Reunion",
"device_hash": "442ce1fe8c9d871d963d837c6ab5d7b84fc32f9e",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 3_2_2 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/9.5f2124.0 Mobile/01U950 Safari/535.1",
"session_id": "c401eed0-0b19-4222-9ead-7b1404e77d68",
"risk_score": 44.38,
"confidence": 0.74
} | 90.69.68.72 | 221.68.36.227 | null | null | null | No additional info | Network latency_spike from 90.69.68.72 to 221.68.36.227 No additional info | latency_spike | 753,148 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d83c518b-f477-4f86-9263-b91c92732147 | 2025-03-10T11:36:57 | endpoint | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task lawyer by aaron48 MITRE Technique: T1218.011 | Associated Threat Actor: FIN7 | Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Tuvalu",
"device_hash": "8fd832ec52d1e8c082f76fc95e1035a4b9e81a21",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/534.50.4 (KHTML, like Gecko) Version/4.0.2 Safari/534.50.4",
"session_id": "d6a6d350-eba0-404a-89a5-5721c8f89c06",
"risk_score": 14.44,
"confidence": 0.68
} | null | null | null | null | null | MITRE Technique: T1218.011 | Associated Threat Actor: FIN7 | Unconventional IOC: Unusual DNS TXT records | Endpoint scheduled_task lawyer by aaron48 MITRE Technique: T1218.011 | Associated Threat Actor: FIN7 | Unconventional IOC: Unusual DNS TXT records | scheduled_task | null | null | aaron48 | lawyer | 512 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
724f4825-441f-4dec-8739-b0f5ad0dfdc0 | 2025-05-10T21:26:55 | firewall | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine TCP traffic from 13.112.42.62:592 to 200.239.151.124:7442 No additional info | {
"geo_location": "China",
"device_hash": "0fc932dac93518c8fcd2abe3c3034032ba8b404e",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; an-ES; rv:1.9.2.20) Gecko/4176-12-27 01:24:20 Firefox/3.6.17",
"session_id": "4c0bd2f2-362c-45b5-a53f-a8f3aef883b3",
"risk_score": 43.44,
"confidence": 0.61
} | 13.112.42.62 | 200.239.151.124 | null | null | null | No additional info | Firewall quarantine TCP traffic from 13.112.42.62:592 to 200.239.151.124:7442 No additional info | quarantine | 575,985 | TCP | null | null | null | null | null | null | null | null | 592 | 7,442 | 3,322 | null | null | null | null | null | null | null |
2ceeaa5f-1dd8-4b62-941c-7028bc6e7a38 | 2025-02-05T07:11:39 | endpoint | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint registry_change /live/recognize.mov by wmason MITRE Technique: T1204.002 | {
"geo_location": "Brunei Darussalam",
"device_hash": "2955a53759177615c3eef6aec45b0a77",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_1; rv:1.9.2.20) Gecko/7994-04-12 09:16:40 Firefox/7.0",
"session_id": "b1ee00a2-8136-43d3-88d1-2005a73cd06a",
"risk_score": 42.72,
"confidence": 0.49
} | null | null | null | null | null | MITRE Technique: T1204.002 | Endpoint registry_change /live/recognize.mov by wmason MITRE Technique: T1204.002 | registry_change | null | null | wmason | /live/recognize.mov | 2,834 | cmd.exe | {
"baseline_deviation": 2.16,
"entropy": 7.14,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
3e437c61-41a9-44fb-b9ab-717c7eed22af | 2025-05-04T03:07:40 | ids_alert | LogRhythm v7.5.0 | emergency | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=LogRhythm Alert: DNS Tunneling detected from 97.72.234.216 targeting 46.129.126.130 No additional info | {
"geo_location": "Vietnam",
"device_hash": "4b6db7b6f1ac5a940aaaaf687172334b",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; lv-LV) AppleWebKit/531.7.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6531.7.1",
"session_id": "6a59e9af-8486-4832-971e-96da969937dd",
"risk_score": 33.07,
"confidence": 0.55
} | 97.72.234.216 | 46.129.126.130 | DNS Tunneling | SIG-5020 | Exploit | No additional info | LogRhythm Alert: DNS Tunneling detected from 97.72.234.216 targeting 46.129.126.130 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b701fa9e-e231-422a-8a84-5745b4b8fc90 | 2025-03-10T19:40:28 | auth | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|low| desc=Auth success for xli via OAuth from 101.142.4.116 MITRE Technique: T1574.002 | Credential stuffing pattern detected | {
"geo_location": "Colombia",
"device_hash": "cdeab574c13388a4ab820b8738bf3786",
"user_agent": "Mozilla/5.0 (Windows NT 11.0) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/35.0.869.0 Safari/532.0",
"session_id": "1bc95f9a-6832-47be-9014-3c57c89266bd",
"risk_score": 44.79,
"confidence": 0.74
} | 101.142.4.116 | null | null | null | null | MITRE Technique: T1574.002 | Credential stuffing pattern detected | Auth success for xli via OAuth from 101.142.4.116 MITRE Technique: T1574.002 | Credential stuffing pattern detected | success | null | null | xli | null | null | null | null | null | null | null | null | null | null | OAuth | cd:4b:23:22:93:21 | null | null | null | null | null |
19a55b9c-a677-4c43-beeb-dcde99be1c77 | 2025-05-19T05:26:56 | auth | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|low| desc=Auth bypass for sanchezjeremy via password from 64.121.251.117 No additional info noise=experience|stay|down | {
"geo_location": "Israel",
"device_hash": "575648cf1e1445ec0451894879d5597b2da475ceeef4f2ebf848e1cfd1cb3009",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/534.10.5 (KHTML, like Gecko) Version/4.0 Safari/534.10.5",
"session_id": "1d5c4e0b-571d-4472-9c41-6fb5b2df6427",
"risk_score": 55.83,
"confidence": 0.66
} | 64.121.251.117 | null | null | null | null | No additional info | Auth bypass for sanchezjeremy via password from 64.121.251.117 No additional info | bypass | null | null | sanchezjeremy | null | null | null | null | null | null | null | null | null | null | password | c0:da:41:92:e9:14 | null | null | null | null | null |
c4e782dc-e055-49ce-94da-7013ca4bf833 | 2025-03-20T08:08:01 | iot | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat physical_tamper MITRE Technique: T1547.001 | {
"geo_location": "Central African Republic",
"device_hash": "4b271af0722952c4d7b767e9cf555eb6",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/9126-01-24 04:54:55 Firefox/3.6.4",
"session_id": "42452cb0-886f-46c8-a108-ba2ec0324b6c",
"risk_score": 56.38,
"confidence": 0.23
} | null | null | null | null | null | MITRE Technique: T1547.001 | IoT device Thermostat physical_tamper MITRE Technique: T1547.001 | physical_tamper | null | null | null | null | null | null | null | Thermostat | iot-5dd354f8 | 4.0 | null | null | null | null | null | null | null | null | null | null |
b163676f-e3e9-4db1-b1ae-f693b5ad52d2 | 2025-04-18T10:46:39 | iot | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat protocol_violation MITRE Technique: T1204.002 | {
"geo_location": "Bangladesh",
"device_hash": "a260353f997050d8a43bb8d70be47d0b",
"user_agent": "Opera/9.34.(X11; Linux i686; ckb-IQ) Presto/2.9.183 Version/11.00",
"session_id": "bc3b632b-9da9-4fdd-bae4-8cf2251b0684",
"risk_score": 34.43,
"confidence": 0.39
} | null | null | null | null | null | MITRE Technique: T1204.002 | IoT device Thermostat protocol_violation MITRE Technique: T1204.002 | protocol_violation | null | null | null | null | null | null | null | Thermostat | iot-dbd259b3 | 7.6 | null | null | null | null | null | null | null | null | null | null |
a610d91d-3f8f-4007-a399-ec55d9872287 | 2025-05-08T06:24:36 | network | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 30.190.211.56 to 83.112.7.169 No additional info | {
"geo_location": "Denmark",
"device_hash": "6419f667ee06e99682a8b4b0383493f3",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_8 rv:2.0; aa-DJ) AppleWebKit/535.39.4 (KHTML, like Gecko) Version/4.0.5 Safari/535.39.4",
"session_id": "4830efea-6647-4194-8d96-1d1d8330ab12",
"risk_score": 22.87,
"confidence": 0.6
} | 30.190.211.56 | 83.112.7.169 | null | null | null | No additional info | Network covert_channel from 30.190.211.56 to 83.112.7.169 No additional info | covert_channel | 788,363 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9617846e-83e0-4a5e-b083-83aea1d86b4e | 2029-02-16T05:56:28 | ai | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|low| desc=AI system fine_tuning by aaronwalker No additional info | {
"geo_location": "Kazakhstan",
"device_hash": "a693dde707a0d700e5533d8a46641cc5",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; th-TH) AppleWebKit/531.25.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6531.25.6",
"session_id": "ec31a2d8-79ec-4eee-94c8-78072bad418f",
"risk_score": 17.73,
"confidence": 0.15
} | null | null | null | null | null | No additional info | AI system fine_tuning by aaronwalker No additional info | fine_tuning | null | null | aaronwalker | null | null | null | null | null | null | null | null | null | null | null | null | model-d2ea64f2 | b61e5a1816db0b7c34ed89c7bb820a3b | 6c430bf383d1333ce1cc2b72e12bbad8f156d8b9 | null | null |
55595c81-8edf-4f65-882b-118b1c42fad2 | 2025-05-02T11:31:36 | iot | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat unusual_activity No additional info | {
"geo_location": "Russia",
"device_hash": "b2e81b7682d2ccd6fddd61fa37b81089e0f6cc92",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_6; rv:1.9.5.20) Gecko/2861-09-24 05:48:18 Firefox/3.8",
"session_id": "e97138a3-9f41-4736-8e36-f0606543a7d2",
"risk_score": 47.8,
"confidence": 0.55
} | null | null | null | null | null | No additional info | IoT device Thermostat unusual_activity No additional info | unusual_activity | null | null | null | null | null | null | {
"baseline_deviation": 2.38,
"entropy": 4.78,
"frequency_anomaly": true,
"sequence_anomaly": true
} | Thermostat | iot-bdd851b0 | 6.4 | null | null | null | null | null | null | null | null | null | null |
f5b47cf6-fe1c-474c-b5c8-4c1cc187566b | 2025-05-28T23:44:52 | cloud | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|info| desc=Cloud storage_access in OCI by cedwards MITRE Technique: T1486 | {
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "4952e87a9d402218ee9f0d4b6ae13df54c065a2c",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_7) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/37.0.894.0 Safari/532.1",
"session_id": "5f425df1-617e-4625-92af-57b0e516361f",
"risk_score": 65.45,
"confidence": 0.01
} | null | null | null | null | null | MITRE Technique: T1486 | Cloud storage_access in OCI by cedwards MITRE Technique: T1486 | storage_access | null | null | cedwards | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-0336eb0b |
6e1ac51b-c5d1-49d1-9415-0eda8653148d | 2025-03-24T04:05:16 | ai | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|info| desc=AI system model_access by butleranthony Associated Threat Actor: APT29 | {
"geo_location": "Hungary",
"device_hash": "5b4d7e54777693482cbe9dff5bca3dc2",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_8 rv:5.0; br-FR) AppleWebKit/531.33.4 (KHTML, like Gecko) Version/5.0.2 Safari/531.33.4",
"session_id": "8ef31bcb-9423-487d-860b-ca7319dd4ec9",
"risk_score": 66.4,
"confidence": 0.08
} | null | null | null | null | null | Associated Threat Actor: APT29 | AI system model_access by butleranthony Associated Threat Actor: APT29 | model_access | null | null | butleranthony | null | null | null | {
"baseline_deviation": 0.6,
"entropy": 2.11,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | model-efd373f5 | e14ec94f3d6cf49a754a7c4f86c7fdb2 | 3d1c3ad1d683aead0ded4c9051fa13e855666973add9c1d7fd5785589d0b4bf0 | null | null |
cc5e67a4-d087-4703-8683-2bf6fe954359 | 2025-03-09T14:50:57 | cloud | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|info| desc=Cloud permission_escalation in OCI by michael55 No additional info | {
"geo_location": "Aruba",
"device_hash": "9759e49d78bc99d11d23feba7d2fa55ff992577f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/5.0)",
"session_id": "7fee8e47-1463-44ba-9480-2921dd617552",
"risk_score": 60.86,
"confidence": 0.47
} | null | null | null | null | null | No additional info | Cloud permission_escalation in OCI by michael55 No additional info | permission_escalation | null | null | michael55 | null | null | null | {
"baseline_deviation": 1,
"entropy": 3.43,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | OCI | res-2cfd3d9a |
c0e8e500-0fc9-4541-98f5-67253463711a | 2025-05-25T02:52:39 | firewall | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|low| desc=Firewall log-only NTP traffic from 156.152.154.162:58796 to 14.118.78.4:29 Associated Threat Actor: APT41 noise=particular|stage|machine | {
"geo_location": "Cameroon",
"device_hash": "31b9a5549b79492d350f6dae097d3cf74cc76068",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/532.36.2 (KHTML, like Gecko) Version/4.0 Safari/532.36.2",
"session_id": "d2ca9298-fd6e-4a0d-ab61-97a728ca5c1b",
"risk_score": 43.16,
"confidence": 0.69
} | 156.152.154.162 | 14.118.78.4 | null | null | null | Associated Threat Actor: APT41 | Firewall log-only NTP traffic from 156.152.154.162:58796 to 14.118.78.4:29 Associated Threat Actor: APT41 | log-only | 698,929 | NTP | null | null | null | null | null | null | null | null | 58,796 | 29 | 995 | null | null | null | null | null | null | null |
aa92e96a-257f-4340-9ce9-46830b301587 | 2025-02-24T01:25:42 | ids_alert | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|low| desc=Elastic SIEM Alert: Supply Chain Compromise detected from 180.84.150.2 targeting N/A No additional info | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "26f17c0527244e30c45dadf8900ee144",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_5; rv:1.9.5.20) Gecko/9477-10-08 17:42:52 Firefox/11.0",
"session_id": "2b1164c2-a593-410c-b936-e068f6efc977",
"risk_score": 50.6,
"confidence": 0.13
} | 180.84.150.2 | N/A | Supply Chain Compromise | SIG-5179 | Policy | No additional info | Elastic SIEM Alert: Supply Chain Compromise detected from 180.84.150.2 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 |
f7a9d7b6-4adf-4d94-81ec-adc77eaf14f1 | 2025-04-05T06:53:49 | iot | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC side_channel MITRE Technique: T1486 | {
"geo_location": "Palau",
"device_hash": "f60c639aea8041da6853dd219144adba77145cf3170016c207029c8ba1617df0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/5.0)",
"session_id": "691f5f38-7f73-415c-bab6-67fbd2903136",
"risk_score": 35.79,
"confidence": 0.25
} | null | null | null | null | null | MITRE Technique: T1486 | IoT device HVAC side_channel MITRE Technique: T1486 | side_channel | null | null | null | null | null | null | null | HVAC | iot-28a582d8 | 7.3 | null | null | null | null | null | null | null | null | null | null |
14763e3e-d66a-4b4d-9620-86b8218c71a5 | 2025-04-02T05:22:15 | ids_alert | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|medium| desc=CrowdStrike Alert: DDoS detected from 120.25.87.215 targeting 204.192.70.123 No additional info | {
"geo_location": "Antigua and Barbuda",
"device_hash": "cc66b69e1d464832ec3f9066ca30cc58",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_3; rv:1.9.3.20) Gecko/4763-11-01 17:20:33 Firefox/3.8",
"session_id": "1793b241-81ad-4b49-95fe-63d930c50661",
"risk_score": 47.05,
"confidence": 0.03
} | 120.25.87.215 | 204.192.70.123 | DDoS | SIG-8217 | Exploit | No additional info | CrowdStrike Alert: DDoS detected from 120.25.87.215 targeting 204.192.70.123 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
aaf9d802-9d3f-4a8d-8656-e63ce76855bf | 2025-04-23T06:17:32 | network | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|critical| desc=Network beaconing from 119.240.162.169 to 155.195.153.170 MITRE Technique: T1059.001 noise=app/category | {
"geo_location": "North Korea",
"device_hash": "c396d8058fed8bf45b2b56d20be95410",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_0) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/21.0.861.0 Safari/531.0",
"session_id": "3ed07845-91bf-44ca-b395-2077a663e098",
"risk_score": 46.03,
"confidence": 0.19
} | 119.240.162.169 | 155.195.153.170 | null | null | null | MITRE Technique: T1059.001 | Network beaconing from 119.240.162.169 to 155.195.153.170 MITRE Technique: T1059.001 | beaconing | 548,244 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
81e2024e-1444-4842-9c1c-228180d4d257 | 2025-03-06T23:30:38 | ids_alert | Carbon Black v7.8.0 | emergency | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|emergency| desc=Carbon Black Alert: Credential Stuffing detected from 132.221.172.214 targeting 10.144.247.47 No additional info | {
"geo_location": "Ethiopia",
"device_hash": "1c6969e807fcc92cb4266429272ddc8e22120d7f",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_2 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) CriOS/33.0.891.0 Mobile/43I789 Safari/531.1",
"session_id": "348caf08-c4af-4a22-a83c-726af061c5cf",
"risk_score": 42.54,
"confidence": 0.64
} | 132.221.172.214 | 10.144.247.47 | Credential Stuffing | SIG-5292 | Evasion | No additional info | Carbon Black Alert: Credential Stuffing detected from 132.221.172.214 targeting 10.144.247.47 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48751c0c-0877-424d-b664-167799700b53 | 2025-06-26T01:56:34 | firewall | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine NTP traffic from 98.229.158.99:51593 to 205.22.59.35:38 MITRE Technique: T1059.001 | {
"geo_location": "Grenada",
"device_hash": "dd1b8f9e94abaf8be33330c5531c23a36b704d7f3c3bae9f98c7e642a88325a1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/3.0)",
"session_id": "76aca2c9-de39-4ff5-9c0d-5b37ea726744",
"risk_score": 13.46,
"confidence": 0.34
} | 98.229.158.99 | 205.22.59.35 | null | null | null | MITRE Technique: T1059.001 | Firewall quarantine NTP traffic from 98.229.158.99:51593 to 205.22.59.35:38 MITRE Technique: T1059.001 | quarantine | 204,764 | NTP | null | null | null | null | null | null | null | null | 51,593 | 38 | 2,642 | null | null | null | null | null | null | null |
b9f62b2e-3e38-4c81-931a-362c2bdbc8fb | 2025-05-12T21:49:59 | ids_alert | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|medium| desc=Microsoft Sentinel Alert: DNS Tunneling detected from 113.146.44.140 targeting 10.155.98.218 No additional info | {
"geo_location": "Brunei Darussalam",
"device_hash": "f14b653971322a2a6beb068e87365ba0d68cc7c4",
"user_agent": "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/23.0.810.0 Safari/532.2",
"session_id": "14462a35-5464-4739-a80c-0e0df3ffa5a1",
"risk_score": 60.74,
"confidence": 0.44
} | 113.146.44.140 | 10.155.98.218 | DNS Tunneling | SIG-3052 | Malware | No additional info | Microsoft Sentinel Alert: DNS Tunneling detected from 113.146.44.140 targeting 10.155.98.218 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
95dd619d-3bff-4ee8-9714-918aaef9666b | 2025-01-24T14:33:31 | cloud | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|medium| desc=Cloud instance_creation in Alibaba by houseluke No additional info | {
"geo_location": "Mongolia",
"device_hash": "d2ae23de0907addf3cac1b0962274bbff52b6e77",
"user_agent": "Opera/8.98.(X11; Linux x86_64; kw-GB) Presto/2.9.187 Version/10.00",
"session_id": "7d2d361f-b36d-4d2a-9f67-5e3209606a87",
"risk_score": 63.22,
"confidence": 0.98
} | null | null | null | null | null | No additional info | Cloud instance_creation in Alibaba by houseluke No additional info | instance_creation | null | null | houseluke | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-25a11ab6 |
6164fdba-fe82-4a2e-bd86-1eff36a9e2dc | 2025-04-02T12:50:27 | ai | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|info| desc=AI system adversarial_input by lkim No additional info | {
"geo_location": "Kazakhstan",
"device_hash": "58a52573670120e0c405c61672624670559da1241f0a430be0646ca612f54e4a",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_9 rv:3.0; cy-GB) AppleWebKit/532.21.5 (KHTML, like Gecko) Version/4.1 Safari/532.21.5",
"session_id": "58785e2f-9da5-42ab-bd37-a14f026361f8",
"risk_score": 56.89,
"confidence": 0.18
} | null | null | null | null | null | No additional info | AI system adversarial_input by lkim No additional info | adversarial_input | null | null | lkim | null | null | null | null | null | null | null | null | null | null | null | null | model-c99c36b5 | 96f8b7e8f5bf37c4b1334eb2c43ba68cc19047884f5498e56eb3d6df7ed62d91 | 6a040fbc1b66ae9def610e152dcb3596 | null | null |
850f55e5-8326-4093-a518-be90389012bb | 2025-02-25T20:53:19 | endpoint | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint service_install /hotel/adult.odp by kburns No additional info | {
"geo_location": "Barbados",
"device_hash": "68a4bb987851ad48bf74e33ee94d873aaa872426d7d3cf1ecccd18b621a8067e",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_3; rv:1.9.3.20) Gecko/7649-02-27 15:53:28 Firefox/6.0",
"session_id": "2b97ffa5-ee71-404e-919f-2cabbb16d34a",
"risk_score": 82.71,
"confidence": 0.13
} | null | null | null | null | null | No additional info | Endpoint service_install /hotel/adult.odp by kburns No additional info | service_install | null | null | kburns | /hotel/adult.odp | 4,178 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
34d53474-0b6b-4d47-8ea8-1a7a12f8bd13 | 2025-05-23T13:29:07 | iot | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|low| desc=IoT device Medical battery_drain No additional info | {
"geo_location": "New Caledonia",
"device_hash": "7c83aa0e1301f0785bab46939dcc931ef4b029b5f605d592f965a5e565387d70",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_4_1 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) FxiOS/10.0v7186.0 Mobile/18L234 Safari/532.1",
"session_id": "68b78dd4-5a3d-4c09-82bc-d5445ae5c1fe",
"risk_score": 24.39,
"confidence": 0.8
} | 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-cb15c367 | 5.8 | null | null | null | null | null | null | null | null | null | null |
17d48724-9eb9-4805-a89b-03631b7da482 | 2025-04-11T11:25:51 | cloud | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|low| desc=Cloud shadow_it in Alibaba by tylerbell No additional info | {
"geo_location": "Sao Tome and Principe",
"device_hash": "6c7bed84071133030bcec9b424d274b4cd5ac0db",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/5.1)",
"session_id": "52783778-af51-4069-9e5b-e5a63f4124f0",
"risk_score": 62.01,
"confidence": 0.72
} | null | null | null | null | null | No additional info | Cloud shadow_it in Alibaba by tylerbell No additional info | shadow_it | null | null | tylerbell | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-86193343 |
91eaaf9d-84f6-4f18-b546-c8dc334e8e34 | 2025-04-30T16:04:39 | network | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|medium| desc=Network protocol_anomaly from 128.203.117.102 to 98.107.91.231 No additional info | {
"geo_location": "Azerbaijan",
"device_hash": "e9046014da9fb75e0acd188118bd06f482ea435f0a8990025b0425bda82c119e",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/5241-09-13 23:25:46 Firefox/12.0",
"session_id": "99766edf-5320-405c-84d6-d3683b0c2704",
"risk_score": 47.62,
"confidence": 0.8
} | 128.203.117.102 | 98.107.91.231 | null | null | null | No additional info | Network protocol_anomaly from 128.203.117.102 to 98.107.91.231 No additional info | protocol_anomaly | 5,153 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a43bd02e-0e96-44c1-b81c-2cfd0eef2229 | 2025-04-09T20:39:37 | cloud | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in Alibaba by morrowmegan MITRE Technique: T1218.011 | {
"geo_location": "Palestinian Territory",
"device_hash": "1d8d3f0be3576d2ec53fe1354b0dc958",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/29.0.891.0 Safari/532.1",
"session_id": "477a1a42-effa-43c0-b034-581ce4c1ac60",
"risk_score": 46.55,
"confidence": 0.92
} | null | null | null | null | null | MITRE Technique: T1218.011 | Cloud api_abuse in Alibaba by morrowmegan MITRE Technique: T1218.011 | api_abuse | null | null | morrowmegan | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-c4914b6f |
73ab192c-1479-4ef3-b7d5-1379eeb3da09 | 2025-05-01T16:41:27 | auth | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|high| desc=Auth locked for wwarren via password from 187.50.250.163 MITRE Technique: T1543.003 | Credential stuffing pattern detected | {
"geo_location": "Cameroon",
"device_hash": "cbcdbf88511a2d2d9fef6252f32fd6f800920a04",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/3.0)",
"session_id": "bd8d6b1c-a66e-4eda-84a2-fbceadc417ce",
"risk_score": 2.58,
"confidence": 0.71
} | 187.50.250.163 | null | null | null | null | MITRE Technique: T1543.003 | Credential stuffing pattern detected | Auth locked for wwarren via password from 187.50.250.163 MITRE Technique: T1543.003 | Credential stuffing pattern detected | locked | null | null | wwarren | null | null | null | null | null | null | null | null | null | null | password | 08:96:5f:51:39:cb | null | null | null | null | null |
dc8f6b00-592e-43d2-8cf6-86ac782197f6 | 2025-05-13T02:49:13 | firewall | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only DNS traffic from 138.140.97.46:997 to 116.152.51.233:847 No additional info | {
"geo_location": "United States Virgin Islands",
"device_hash": "d11f29e21a7c23d3ab734830241b88f73b60fa53",
"user_agent": "Opera/8.17.(Windows NT 6.1; bn-IN) Presto/2.9.187 Version/10.00",
"session_id": "39162d33-392c-4ed6-a32a-c7426da56f22",
"risk_score": 32.48,
"confidence": 0.14
} | 138.140.97.46 | 116.152.51.233 | null | null | null | No additional info | Firewall log-only DNS traffic from 138.140.97.46:997 to 116.152.51.233:847 No additional info | log-only | 329,899 | DNS | null | null | null | null | {
"baseline_deviation": 1.51,
"entropy": 5.09,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 997 | 847 | 990 | null | null | null | null | null | null | null |
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