event_id stringlengths 36 36 | timestamp timestamp[s]date 2020-07-12 21:38:20 2030-07-10 06:49:21 | event_type stringclasses 8
values | source stringclasses 20
values | severity stringclasses 6
values | raw_log stringlengths 91 282 | advanced_metadata dict | user stringlengths 3 22 ⌀ | action stringclasses 55
values | object stringlengths 1 32 ⌀ | process_id int64 100 10k ⌀ | parent_process stringclasses 4
values | additional_info stringlengths 18 148 | description stringlengths 45 225 | behavioral_analytics dict | device_type stringclasses 5
values | device_id stringlengths 12 12 ⌀ | firmware_version stringclasses 100
values | src_ip stringlengths 8 15 ⌀ | dst_ip stringlengths 3 15 ⌀ | alert_type stringclasses 17
values | signature_id stringlengths 8 8 ⌀ | category stringclasses 5
values | cloud_service stringclasses 5
values | resource_id stringlengths 12 12 ⌀ | model_id stringlengths 14 14 ⌀ | input_hash stringlengths 32 64 ⌀ | output_hash stringlengths 32 64 ⌀ | src_port int64 1 65.5k ⌀ | dst_port int64 1 65.5k ⌀ | protocol stringclasses 10
values | bytes int64 105 1,000k ⌀ | duration int64 1 3.6k ⌀ | method stringclasses 7
values | mac_address stringlengths 17 17 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
91e3f4f3-c7d5-4ea2-9cd7-2a0183b446d1 | 2025-03-02T23:42:03 | firewall | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall allow DNS traffic from 86.80.250.3:23242 to 22.153.181.218:780 Geo anomaly: Impossible travel detected noise=still|indeed|available | {
"geo_location": "Tonga",
"device_hash": "87f7254e0d3d9308aeee2b39765322b2",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_6) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/51.0.843.0 Safari/533.2",
"session_id": "cfecf317-1764-4db7-b8c5-938c064a0ada",
"risk_score": 0,
"confidence": 0.75
} | null | allow | null | null | null | Geo anomaly: Impossible travel detected | Firewall allow DNS traffic from 86.80.250.3:23242 to 22.153.181.218:780 Geo anomaly: Impossible travel detected | null | null | null | null | 86.80.250.3 | 22.153.181.218 | null | null | null | null | null | null | null | null | 23,242 | 780 | DNS | 972,333 | 1,601 | null | null |
5d4d59ff-4f1c-432a-acf8-bf88b3ae87b8 | 2025-04-03T23:02:29 | 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: SQL Injection detected from 10.94.30.176 targeting N/A No additional info | {
"geo_location": "China",
"device_hash": "9b2b555e0913e62201c8beaf59179d30b5dc6c67",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.2; Trident/5.0)",
"session_id": "ce45b37a-1f32-4cc5-bb43-74a3102fc08e",
"risk_score": 40.25,
"confidence": 0.72
} | null | null | null | null | null | No additional info | FireEye HX Alert: SQL Injection detected from 10.94.30.176 targeting N/A No additional info | null | null | null | null | 10.94.30.176 | N/A | SQL Injection | SIG-8071 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
88326199-53ed-45e5-a8a0-cdb28232f0d6 | 2025-05-06T03:52:28 | ai | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by morrisonelizabeth Associated Threat Actor: REvil noise=suddenly|service|unit | {
"geo_location": "Palestinian Territory",
"device_hash": "bd97d4ff23647d423420d2c666787f096ad3cb826d26b3d8775dd0efe7e00a58",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_4) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/18.0.827.0 Safari/535.0",
"session_id": "2c399b37-fcfe-4ff1-bf42-d692a3ae0e97",... | morrisonelizabeth | model_inversion | null | null | null | Associated Threat Actor: REvil | AI system model_inversion by morrisonelizabeth Associated Threat Actor: REvil | null | null | null | null | null | null | null | null | null | null | null | model-079c57ea | 70e6138e833324c362ee1e34359989ec713e5f42dab534c35264c9bbb37f5d45 | 55ef2fac66640d124625efa7808e06c2defda88cc004d76d3ad2b8e505476db8 | null | null | null | null | null | null | null |
8c06cb4a-b4ed-4d0a-b6c2-8a38ad9f02e7 | 2025-06-19T14:13:59 | firewall | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall allow UDP traffic from 112.14.214.242:378 to 116.251.190.231:110 Geo anomaly: Impossible travel detected | {
"geo_location": "Russia",
"device_hash": "f27ac64875f028a3c6326818d48c3dbe94e1baf8e9bd2af7c423751cda765c1b",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 4_2_1 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) CriOS/19.0.875.0 Mobile/26I077 Safari/533.1",
"session_id": "5ffc0ecc-d9a0-4228-867e-02387e5... | null | allow | null | null | null | Geo anomaly: Impossible travel detected | Firewall allow UDP traffic from 112.14.214.242:378 to 116.251.190.231:110 Geo anomaly: Impossible travel detected | null | null | null | null | 112.14.214.242 | 116.251.190.231 | null | null | null | null | null | null | null | null | 378 | 110 | UDP | 958,284 | 2,382 | null | null |
32fa62c7-f1ba-4f5f-85f4-cee1d3b7007d | 2025-02-27T17:43:41 | endpoint | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|high| desc=Endpoint powershell_exec /suddenly/discover.json by sydney37 No additional info | {
"geo_location": "Sierra Leone",
"device_hash": "6f6ec2ce9505cfdba4efaa3a5ff195a4",
"user_agent": "Mozilla/5.0 (Linux; Android 5.1.1) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/14.0.870.0 Safari/532.0",
"session_id": "ae982fc3-bcd5-4683-ab33-16c6561fc404",
"risk_score": 57.74,
"confidence": 0.67
} | sydney37 | powershell_exec | /suddenly/discover.json | 4,878 | explorer.exe | No additional info | Endpoint powershell_exec /suddenly/discover.json by sydney37 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f743fb7d-4782-496e-a618-10f3049e5e4a | 2025-05-23T16:16:21 | cloud | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|low| desc=Cloud config_change in OCI by robertsglenn No additional info | {
"geo_location": "Poland",
"device_hash": "f3ca8d54e2d602d3cce4295fb8565dc0c0bc2214",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1_1 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) FxiOS/13.6l5161.0 Mobile/77O627 Safari/536.2",
"session_id": "0eb086eb-daed-4162-b0cd-d41483afd5ec",
"risk_score": 45... | robertsglenn | config_change | null | null | null | No additional info | Cloud config_change in OCI by robertsglenn No additional info | null | null | null | null | null | null | null | null | null | OCI | res-6e0baf25 | null | null | null | null | null | null | null | null | null | null |
1fa4c2c4-0dfd-4d0c-a44d-0794f8cc0b30 | 2025-04-04T00:17:58 | firewall | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|info| desc=Firewall log-only RDP traffic from 16.110.211.184:486 to 38.140.57.19:345 No additional info noise=app/posts | {
"geo_location": "Equatorial Guinea",
"device_hash": "03fefaa304c71c1ae9eeeb93a05d1119c8654612",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/39.0.895.0 Safari/532.0",
"session_id": "e351fb61-bdd5-4e12-a1fa-508a9a8a27dc",
"risk_score": 74.76,
"confidence": 0.8... | null | log-only | null | null | null | No additional info | Firewall log-only RDP traffic from 16.110.211.184:486 to 38.140.57.19:345 No additional info | null | null | null | null | 16.110.211.184 | 38.140.57.19 | null | null | null | null | null | null | null | null | 486 | 345 | RDP | 272,864 | 1,333 | null | null |
1442cc55-1849-417d-bde4-97a6b4f46c11 | 2022-10-10T22:05:57 | ids_alert | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|medium| desc=Trellix Alert: ICS Attack detected from 184.185.123.194 targeting 65.93.128.224 No additional info | {
"geo_location": "Dominican Republic",
"device_hash": "67ccb7a37caf85555ee40c56d6ecb040",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/534.15.7 (KHTML, like Gecko) Version/5.0.3 Safari/534.15.7",
"session_id": "855ed9b9-0f0b-467a-9db4-23b95b57553b",
"risk_score": 29.08,
"confidence":... | null | null | null | null | null | No additional info | Trellix Alert: ICS Attack detected from 184.185.123.194 targeting 65.93.128.224 No additional info | null | null | null | null | 184.185.123.194 | 65.93.128.224 | ICS Attack | SIG-5031 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
9c93f859-577a-41d5-bba6-2720c679ed13 | 2025-02-06T02:50:53 | network | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|critical| desc=Network data_exfiltration from 115.110.132.119 to 106.67.124.135 No additional info | {
"geo_location": "Bermuda",
"device_hash": "f1a6135c9402bebc62eccdebb15e164aa71ffa6c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; sq-AL) AppleWebKit/533.35.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6533.35.3",
"session_id": "c82ccc62-6b6e-4838-88ae-9af81f2b490b",
"ris... | null | data_exfiltration | null | null | null | No additional info | Network data_exfiltration from 115.110.132.119 to 106.67.124.135 No additional info | null | null | null | null | 115.110.132.119 | 106.67.124.135 | null | null | null | null | null | null | null | null | null | null | HTTPS | 307,328 | null | null | null |
040eda45-91b4-4f10-9924-d5eef7a8432c | 2025-04-20T11:26:47 | ai | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by michellebryan No additional info | {
"geo_location": "Namibia",
"device_hash": "f0003e1eac653cce09fdeb8a942bbdacff8ff035a12623c11453c7e2d8360746",
"user_agent": "Opera/8.61.(X11; Linux i686; an-ES) Presto/2.9.160 Version/11.00",
"session_id": "eacf8799-26fa-45ae-9786-4a0b5f932173",
"risk_score": 33.14,
"confidence": 0.61
} | michellebryan | fine_tuning | null | null | null | No additional info | AI system fine_tuning by michellebryan No additional info | null | null | null | null | null | null | null | null | null | null | null | model-900ca451 | 9a0a4e724f541775897b0cee0543982488f11fc1 | 3386ed973038a66cbfe452b89c342011 | null | null | null | null | null | null | null |
a1704063-9f26-4a11-ad00-87543a59bde0 | 2025-03-08T01:48:23 | network | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|low| desc=Network disconnection from 41.36.116.22 to 51.165.159.99 No additional info noise=tag/blog | {
"geo_location": "Liechtenstein",
"device_hash": "4166ea01795180aee8556c898242575eb8e673c0c0e6205e0069b8f5f2359754",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_1 rv:5.0; bho-IN) AppleWebKit/534.12.3 (KHTML, like Gecko) Version/5.1 Safari/534.12.3",
"session_id": "7dc78e5f-81a2-405c-a339-fdaa38... | null | disconnection | null | null | null | No additional info | Network disconnection from 41.36.116.22 to 51.165.159.99 No additional info | null | null | null | null | 41.36.116.22 | 51.165.159.99 | null | null | null | null | null | null | null | null | null | null | HTTPS | 530,982 | null | null | null |
19daa1db-be77-4a98-b947-5c9ae8289171 | 2025-06-01T05:26:50 | ai | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by james13 MITRE Technique: T1543.003 | {
"geo_location": "Afghanistan",
"device_hash": "27483ff7adf7301878d7133ec1d906b6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows CE; Trident/5.0)",
"session_id": "dbbb29fe-8591-4404-b536-68cf387074e3",
"risk_score": 42.77,
"confidence": 0.51
} | james13 | fine_tuning | null | null | null | MITRE Technique: T1543.003 | AI system fine_tuning by james13 MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | null | null | model-fade76f2 | 2dc2ac568f460f7c9c9301a3ad6033abaca37a9c | 6a282f1d7c76318ac513705d2329bad8 | null | null | null | null | null | null | null |
c1c747ca-8e92-4b42-a615-f4e0346afd49 | 2025-02-21T22:01:34 | firewall | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop HTTPS traffic from 199.103.57.7:740 to 180.119.53.22:907 No additional info | {
"geo_location": "Australia",
"device_hash": "567cdd1ccb6aa7ee111b143445b166b674032674",
"user_agent": "Opera/8.29.(Windows NT 6.1; ml-IN) Presto/2.9.182 Version/12.00",
"session_id": "b38a27c8-3f1d-46d4-ae41-fb6fcac5d358",
"risk_score": 31.17,
"confidence": 0.39
} | null | drop | null | null | null | No additional info | Firewall drop HTTPS traffic from 199.103.57.7:740 to 180.119.53.22:907 No additional info | null | null | null | null | 199.103.57.7 | 180.119.53.22 | null | null | null | null | null | null | null | null | 740 | 907 | HTTPS | 202,217 | 1,828 | null | null |
8a95e579-924b-49c7-a9e7-f691a6969895 | 2025-06-05T01:27:50 | 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: MFA Bypass detected from 84.156.232.120 targeting 49.36.235.16 No additional info | {
"geo_location": "Wallis and Futuna",
"device_hash": "fa103f844d7ca4dacb05da81a7d86cdd",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 5_1_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) CriOS/45.0.830.0 Mobile/20R425 Safari/531.0",
"session_id": "3c77091b-6ab1-4fd4-8a02-768b346787e0",
"risk_score... | null | null | null | null | null | No additional info | Palo Alto Cortex Alert: MFA Bypass detected from 84.156.232.120 targeting 49.36.235.16 No additional info | null | null | null | null | 84.156.232.120 | 49.36.235.16 | MFA Bypass | SIG-3954 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
3e4fced7-da21-496e-90ae-d7fa6389b704 | 2025-02-01T05:52:46 | ids_alert | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|critical| desc=Zeek Alert: MFA Bypass detected from 92.230.99.170 targeting 221.186.168.158 No additional info noise=2F4C0B40 | {
"geo_location": "Sri Lanka",
"device_hash": "b1068dad5ee47e25b3752ee3649ca866569733d78367527a6fb95cec53c1f56f",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.3) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/43.0.804.0 Safari/531.2",
"session_id": "e20de69a-9096-443b-b760-2d60de704f4a",
"risk_score": 62.33,
... | null | null | null | null | null | No additional info | Zeek Alert: MFA Bypass detected from 92.230.99.170 targeting 221.186.168.158 No additional info | null | null | null | null | 92.230.99.170 | 221.186.168.158 | MFA Bypass | SIG-2907 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
0b3226d7-4cca-4f07-a639-a6cbe1e8c64b | 2025-03-23T20:22:34 | auth | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|medium| desc=Auth locked for brianaferguson via passwordless from 143.117.103.5 Associated Threat Actor: APT38 | {
"geo_location": "Malta",
"device_hash": "8bdcbe9a05e01103760c6226d1c690aea072561b",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_0; rv:1.9.2.20) Gecko/2548-01-05 11:13:02 Firefox/3.6.15",
"session_id": "47d6edb8-f2a3-4d8e-b955-cf2bb1635fc7",
"risk_score": 29.91,
"confidence": 0.96
} | brianaferguson | locked | null | null | null | Associated Threat Actor: APT38 | Auth locked for brianaferguson via passwordless from 143.117.103.5 Associated Threat Actor: APT38 | null | null | null | null | 143.117.103.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 88:0a:90:31:f7:b8 |
7b0689a9-de4e-4f60-aaf0-9f07f0876270 | 2025-03-04T08:55:07 | firewall | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|low| desc=Firewall inspect ICMP traffic from 7.215.44.65:740 to 129.91.143.233:597 Geo anomaly: Impossible travel detected | {
"geo_location": "British Virgin Islands",
"device_hash": "5145776e221307ca6431440744cabc1fdf16a254abd50e36318c24a7a3db5726",
"user_agent": "Opera/9.10.(X11; Linux x86_64; lij-IT) Presto/2.9.179 Version/10.00",
"session_id": "b5a05eec-8a6e-44bc-8323-9f0e04440f8a",
"risk_score": 39.26,
"confidence": 0.69
} | null | inspect | null | null | null | Geo anomaly: Impossible travel detected | Firewall inspect ICMP traffic from 7.215.44.65:740 to 129.91.143.233:597 Geo anomaly: Impossible travel detected | {
"baseline_deviation": 1.58,
"entropy": 2.1,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 7.215.44.65 | 129.91.143.233 | null | null | null | null | null | null | null | null | 740 | 597 | ICMP | 694,082 | 344 | null | null |
196889dd-c712-4b23-b2f3-8f9b92f55ed7 | 2025-04-09T22:12:15 | iot | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|low| desc=IoT device Camera protocol_violation No additional info | {
"geo_location": "Yemen",
"device_hash": "707d74f5a2e2e11ffc42176abc02f4ef",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/3.1)",
"session_id": "055e9510-4559-4a5b-84cd-6ee454af25e4",
"risk_score": 64.24,
"confidence": 0.97
} | null | protocol_violation | null | null | null | No additional info | IoT device Camera protocol_violation No additional info | null | Camera | iot-85dd49ea | 6.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b7427d6d-f6ea-41b6-a11e-c4bfacd851e9 | 2025-04-07T18:31:02 | 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 166.2.53.100 targeting 37.74.231.76 MITRE Technique: T1486 | {
"geo_location": "Oman",
"device_hash": "5561eacc13f43ea18aea9cc71d9681d1",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_3) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/59.0.897.0 Safari/535.2",
"session_id": "feb0d12e-50a3-47e3-926a-d049ace81a4d",
"risk_score": 44.74,
"confidence": 0.11
} | null | null | null | null | null | MITRE Technique: T1486 | Palo Alto Cortex Alert: SQL Injection detected from 166.2.53.100 targeting 37.74.231.76 MITRE Technique: T1486 | null | null | null | null | 166.2.53.100 | 37.74.231.76 | SQL Injection | SIG-9814 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
30c482d1-9cc4-4305-8f06-ee69ef07b71b | 2025-01-22T14:50:17 | cloud | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud shadow_it in Azure by fjohnson MITRE Technique: T1078.004 | {
"geo_location": "Saint Helena",
"device_hash": "98a4f523da60f850e107f06460c7df9f",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/534.8.7 (KHTML, like Gecko) Version/5.0 Safari/534.8.7",
"session_id": "c4ae72f4-e840-4e9e-a8e9-f5587c3a8ac5",
"risk_score": 29.16,
"confidence": 0.96
} | fjohnson | shadow_it | null | null | null | MITRE Technique: T1078.004 | Cloud shadow_it in Azure by fjohnson MITRE Technique: T1078.004 | null | null | null | null | null | null | null | null | null | Azure | res-6558ce3e | null | null | null | null | null | null | null | null | null | null |
d7afc1ec-8eaa-4044-b0cd-56b809ad0752 | 2025-06-29T20:35:41 | ids_alert | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|medium| desc=Suricata Alert: Domain Fronting detected from 195.213.182.186 targeting 175.144.65.74 No additional info | {
"geo_location": "Gambia",
"device_hash": "78290b2c401b49c45a58d7a2ea2f4965",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_1_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) CriOS/46.0.878.0 Mobile/12C027 Safari/531.0",
"session_id": "71940d41-6ffc-41e9-b70f-22de2eab3756",
"risk_score": 42.91,
... | null | null | null | null | null | No additional info | Suricata Alert: Domain Fronting detected from 195.213.182.186 targeting 175.144.65.74 No additional info | null | null | null | null | 195.213.182.186 | 175.144.65.74 | Domain Fronting | SIG-7336 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
1d0bd41c-eff4-4430-963e-0d003fae3d39 | 2025-07-01T16:13:53 | network | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 38.243.51.16 to 121.192.213.223 No additional info | {
"geo_location": "Cambodia",
"device_hash": "361ad00e1050c9c24e86915f74c086bab9075ab8",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; sat-IN) AppleWebKit/532.46.2 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6532.46.2",
"session_id": "b48f8a27-d411-4f07-adbd-2e71a5f3ef50",
"r... | null | protocol_anomaly | null | null | null | No additional info | Network protocol_anomaly from 38.243.51.16 to 121.192.213.223 No additional info | null | null | null | null | 38.243.51.16 | 121.192.213.223 | null | null | null | null | null | null | null | null | null | null | HTTP | 796,206 | null | null | null |
2cb8a5a6-b020-4a07-ac36-f8851eeef870 | 2025-06-05T18:00:05 | ai | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|high| desc=AI system membership_inference by jenniferlewis MITRE Technique: T1218.011 | {
"geo_location": "Philippines",
"device_hash": "7766cdefe278fdec834ffdb8664222f1",
"user_agent": "Opera/9.11.(X11; Linux i686; ht-HT) Presto/2.9.167 Version/12.00",
"session_id": "b7953127-7a32-4726-a66a-ae5e78ed2f0c",
"risk_score": 76.74,
"confidence": 0.41
} | jenniferlewis | membership_inference | null | null | null | MITRE Technique: T1218.011 | AI system membership_inference by jenniferlewis MITRE Technique: T1218.011 | null | null | null | null | null | null | null | null | null | null | null | model-62d5bc5a | 750b3315d03c8b7ba2bbf76eb82ce830 | 00a7c4c70c3dde74c5cf62c127b959fbe971308340a238cf19f512019e4045a3 | null | null | null | null | null | null | null |
6283ba16-4b97-4966-9c83-cc9e8263f32f | 2025-01-26T10:51:26 | auth | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|low| desc=Auth locked for abigail00 via MFA from 10.157.148.116 Associated Threat Actor: APT34 | {
"geo_location": "Lithuania",
"device_hash": "8d527170b7e898e03c1a347f96ebcb67",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.1; Trident/5.1)",
"session_id": "340ff866-9188-4f66-aeab-991d371a328a",
"risk_score": 22.03,
"confidence": 0.9
} | abigail00 | locked | null | null | null | Associated Threat Actor: APT34 | Auth locked for abigail00 via MFA from 10.157.148.116 Associated Threat Actor: APT34 | null | null | null | null | 10.157.148.116 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | 9d:45:a2:7f:fa:c3 |
4d0222d6-150b-4603-9348-f63b39c23da0 | 2025-03-31T20:32:58 | firewall | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|info| desc=Firewall allow ICMP traffic from 45.62.61.8:49919 to 5.42.244.59:857 Associated Threat Actor: Kimsuky | {
"geo_location": "Malta",
"device_hash": "6aceba2c72134ab6913a0b2b86a391f2b97a8471f5b0d7ad870fdc33a4a178ae",
"user_agent": "Opera/9.84.(Windows 98; Win 9x 4.90; nr-ZA) Presto/2.9.160 Version/12.00",
"session_id": "c560368a-e9a6-4634-9924-46353c322360",
"risk_score": 31.32,
"confidence": 0.64
} | null | allow | null | null | null | Associated Threat Actor: Kimsuky | Firewall allow ICMP traffic from 45.62.61.8:49919 to 5.42.244.59:857 Associated Threat Actor: Kimsuky | null | null | null | null | 45.62.61.8 | 5.42.244.59 | null | null | null | null | null | null | null | null | 49,919 | 857 | ICMP | 121,740 | 3,375 | null | null |
1723840f-3db6-4a47-b55e-59ea07726523 | 2025-04-08T11:14:43 | ids_alert | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|high| desc=Wazuh Alert: Cloud API Abuse detected from 189.89.140.247 targeting 8.198.49.161 MITRE Technique: T1190 | {
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "217e82189bdf900f8305fb14fe42781e",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_1; rv:1.9.5.20) Gecko/8623-07-08 08:24:02 Firefox/10.0",
"session_id": "fda4339b-ce1e-4244-ac2c-43fe15d93d95",
"risk_score": 100,
"confidence": 0.57
... | null | null | null | null | null | MITRE Technique: T1190 | Wazuh Alert: Cloud API Abuse detected from 189.89.140.247 targeting 8.198.49.161 MITRE Technique: T1190 | null | null | null | null | 189.89.140.247 | 8.198.49.161 | Cloud API Abuse | SIG-6812 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
7f2c5499-a712-49b7-948d-7b4c378cc97e | 2025-03-28T04:24:36 | endpoint | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint powershell_exec quite by kennethweber MITRE Technique: T1071.001 | {
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "7381901bae00a54e406a30d3c1b4064a",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; hy-AM) AppleWebKit/533.41.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6533.41.3",
"session_id": "ac48ae4f-3e68-439a-9eb6-e6b220555... | kennethweber | powershell_exec | quite | 9,417 | powershell.exe | MITRE Technique: T1071.001 | Endpoint powershell_exec quite by kennethweber 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 |
ca442afd-3563-43b4-b5b6-245af448927d | 2025-05-18T02:13:05 | ai | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by lflores MITRE Technique: T1574.002 | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "1e8f654182430357b14c6eee185fb5d581d9161da06d7d23b2d8bf9221c06a64",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/50.0.855.0 Safari/535.0",
"session_id": "314ae6b0-7476-47c1-9ce3... | lflores | prompt_injection | null | null | null | MITRE Technique: T1574.002 | AI system prompt_injection by lflores MITRE Technique: T1574.002 | null | null | null | null | null | null | null | null | null | null | null | model-de95423d | ab8968fa9570c237a9cee7e79de851a1 | 34b9b3369428b0dccbeb9ef0b447f021fc615a21336169486b0abd917f594413 | null | null | null | null | null | null | null |
a07c1417-817e-4fa5-baea-38e9007b397a | 2025-01-26T21:22:39 | network | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 112.119.170.157 to 131.11.120.115 MITRE Technique: T1059.001 | {
"geo_location": "Korea",
"device_hash": "92a99153876c4972e006593dfa4d3112882f8225ab07c8dcfb4071acc596b24e",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/5345-03-29 05:48:11 Firefox/3.6.12",
"session_id": "76936d60-48b7-4170-ba54-41f700296143",
"risk_score": 59.79,
"confidence": 0.07
} | null | bandwidth_usage | null | null | null | MITRE Technique: T1059.001 | Network bandwidth_usage from 112.119.170.157 to 131.11.120.115 MITRE Technique: T1059.001 | {
"baseline_deviation": 1.06,
"entropy": 3.8,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 112.119.170.157 | 131.11.120.115 | null | null | null | null | null | null | null | null | null | null | HTTPS | 716,925 | null | null | null |
4bd128f8-1c03-463e-b0d2-4555ded5b7ea | 2025-05-20T03:09:20 | firewall | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|medium| desc=Firewall drop NTP traffic from 193.106.193.128:36570 to 24.198.103.201:95 No additional info noise=B0D0AC95 | {
"geo_location": "Nigeria",
"device_hash": "e0142da8801db4efa1bbeeffa1862bd7551578a4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 10.0; Trident/5.1)",
"session_id": "4f46fcf3-af64-4879-83c7-2193cebaa62e",
"risk_score": 65.37,
"confidence": 0.95
} | null | drop | null | null | null | No additional info | Firewall drop NTP traffic from 193.106.193.128:36570 to 24.198.103.201:95 No additional info | null | null | null | null | 193.106.193.128 | 24.198.103.201 | null | null | null | null | null | null | null | null | 36,570 | 95 | NTP | 740,879 | 3,007 | null | null |
9c06d505-eb58-4f20-9f80-6dd06f6af063 | 2025-02-14T11:07:39 | ids_alert | Microsoft Sentinel v1.0.0 | emergency | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Microsoft Sentinel Alert: SQL Injection detected from 211.7.166.89 targeting 188.165.217.241 No additional info | {
"geo_location": "Malta",
"device_hash": "ade50ee800ec29be32cb6975d260c4ac",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/531.1.2 (KHTML, like Gecko) Version/4.0.3 Safari/531.1.2",
"session_id": "4217b315-d2b1-439e-8a40-404e20f7ba51",
"risk_score": 49.65,
"confidence": 0.78
} | null | null | null | null | null | No additional info | Microsoft Sentinel Alert: SQL Injection detected from 211.7.166.89 targeting 188.165.217.241 No additional info | null | null | null | null | 211.7.166.89 | 188.165.217.241 | SQL Injection | SIG-6269 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
423c68ce-2c11-4d78-b51d-4ea50cd6be38 | 2025-06-05T12:29:26 | firewall | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine SSH traffic from 10.43.249.109:1031 to 113.168.72.10:21788 MITRE Technique: T1543.003 | {
"geo_location": "Honduras",
"device_hash": "400b7b7200c73753a4cb5881c6b583717c4ecb07",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/5.0)",
"session_id": "064b819a-86c4-49e7-9767-bfea1247b0a9",
"risk_score": 83.14,
"confidence": 0.57
} | null | quarantine | null | null | null | MITRE Technique: T1543.003 | Firewall quarantine SSH traffic from 10.43.249.109:1031 to 113.168.72.10:21788 MITRE Technique: T1543.003 | null | null | null | null | 10.43.249.109 | 113.168.72.10 | null | null | null | null | null | null | null | null | 1,031 | 21,788 | SSH | 556,915 | 1,848 | null | null |
387cb732-3f55-4004-8fdd-2d621d107e47 | 2025-02-02T15:01:35 | endpoint | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task /later/participant.gif by adam47 No additional info noise=05521324 | {
"geo_location": "Estonia",
"device_hash": "70bcbdf4c0cca736d9272eae55c0a2e9113cd4d9ff60d880670f1184252ef065",
"user_agent": "Mozilla/5.0 (Windows 95; eu-FR; rv:1.9.2.20) Gecko/9480-03-09 16:44:56 Firefox/12.0",
"session_id": "4019a57b-2279-46dd-80d9-1957ba055ece",
"risk_score": 56.61,
"confidence": 0.17
} | adam47 | scheduled_task | /later/participant.gif | 6,998 | cmd.exe | No additional info | Endpoint scheduled_task /later/participant.gif by adam47 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
94e166db-1aea-4c66-b708-8f3140b04905 | 2025-07-03T04:34:01 | cloud | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in Azure by danielespinoza Associated Threat Actor: Conti | Cross-tenant access detected | {
"geo_location": "Nauru",
"device_hash": "b89c8865de67a378496e3fe1fc5d3d42",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_2_1 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) FxiOS/11.7q5605.0 Mobile/49S770 Safari/533.0",
"session_id": "8af934cd-d717-463a-8685-6f8b1d7b5507",
"risk_score": 39.8,
"co... | danielespinoza | container_escape | null | null | null | Associated Threat Actor: Conti | Cross-tenant access detected | Cloud container_escape in Azure by danielespinoza Associated Threat Actor: Conti | Cross-tenant access detected | null | null | null | null | null | null | null | null | null | Azure | res-59ce7b2c | null | null | null | null | null | null | null | null | null | null |
67da3f29-c7e7-4b99-b943-007788e85d7c | 2025-01-18T22:20:04 | endpoint | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|high| desc=Endpoint driver_load /present/seek.png by mcintoshdeborah No additional info noise=character|how|meet | {
"geo_location": "Palau",
"device_hash": "be05fb32032cfcf7df5c31e2e31b69c4",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/535.39.2 (KHTML, like Gecko) Version/4.0 Safari/535.39.2",
"session_id": "5fb2335d-954a-4526-ae84-9c9a09cdc1af",
"risk_score": 34.27,
"confidence": 0.94
} | mcintoshdeborah | driver_load | /present/seek.png | 9,028 | cmd.exe | No additional info | Endpoint driver_load /present/seek.png by mcintoshdeborah No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8df9729b-cbbf-4fdd-a404-3872c8f911dd | 2025-02-01T19:52:29 | iot | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera command_injection No additional info | {
"geo_location": "South Africa",
"device_hash": "86fe540863e93e99921b6fb31f2de2d0de5224ad0de721304b3aa48d8bd0def6",
"user_agent": "Mozilla/5.0 (Android 5.0.2; Mobile; rv:8.0) Gecko/8.0 Firefox/8.0",
"session_id": "ca03f27a-8a15-458f-8d0d-6eb7f557a6e5",
"risk_score": 54.53,
"confidence": 0.91
} | null | command_injection | null | null | null | No additional info | IoT device Camera command_injection No additional info | null | Camera | iot-0865bb82 | 8.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
91635f3a-dd74-474a-89c7-617eac9fdd78 | 2025-01-23T05:59:46 | network | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 76.18.224.217 to 76.175.238.105 No additional info | {
"geo_location": "Bangladesh",
"device_hash": "3c627596eec5869ad69730eca6a92cc38541d919",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_0; rv:1.9.6.20) Gecko/4102-03-10 22:08:28 Firefox/3.6.20",
"session_id": "3ea7bf4d-c269-4905-b21b-68165d9f4823",
"risk_score": 47.76,
"confidence": 0.67
} | null | latency_spike | null | null | null | No additional info | Network latency_spike from 76.18.224.217 to 76.175.238.105 No additional info | null | null | null | null | 76.18.224.217 | 76.175.238.105 | null | null | null | null | null | null | null | null | null | null | UDP | 768,438 | null | null | null |
ea63ad73-5b38-4c77-b482-d7dba4a4d1f4 | 2025-07-05T10:12:53 | cloud | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud instance_creation in Alibaba by hayesdanielle MITRE Technique: T1071.001 | {
"geo_location": "Korea",
"device_hash": "2ccbde8095a4493aca41bfd15f664ec6",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/6049-09-04 11:17:08 Firefox/9.0",
"session_id": "f92f9fea-50a4-40ee-a8b9-051377f1a838",
"risk_score": 63.5,
"confidence": 0.28
} | hayesdanielle | instance_creation | null | null | null | MITRE Technique: T1071.001 | Cloud instance_creation in Alibaba by hayesdanielle MITRE Technique: T1071.001 | null | null | null | null | null | null | null | null | null | Alibaba | res-d4ad7792 | null | null | null | null | null | null | null | null | null | null |
1ac871a6-46ac-4387-a3a2-9cbf3ad80bff | 2025-06-24T18:25:33 | ai | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|info| desc=AI system adversarial_input by robertnelson No additional info | {
"geo_location": "Iran",
"device_hash": "0bf7a7d91150225e3fb044949fef2a943d102e0dac978acc5299cc0065a3328d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/5.1)",
"session_id": "a060c2f8-243b-476c-895e-8083b33576ad",
"risk_score": 67.26,
"confidence": 0.17
} | robertnelson | adversarial_input | null | null | null | No additional info | AI system adversarial_input by robertnelson No additional info | {
"baseline_deviation": 1.27,
"entropy": 7.62,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | model-fd6b0c7b | 93e13e7c42fc13095f790fc3dbba7c02866b23e62fb5681f428860e1f8ca8869 | ae2a41642e33a537fb89141a48ee0cf1 | null | null | null | null | null | null | null |
5bc244e3-c2c4-402c-870f-f1adecbb1f7f | 2025-02-07T23:28:17 | iot | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor side_channel No additional info | {
"geo_location": "Tunisia",
"device_hash": "6a61b34579f49cba24b6b7f3db7c1a3cec24187334c2a6868c5648a337b6c5b3",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_2 rv:5.0; km-KH) AppleWebKit/531.26.7 (KHTML, like Gecko) Version/4.0.1 Safari/531.26.7",
"session_id": "e38f3040-e390-4c94-99b1-906e7182bd6a... | null | side_channel | null | null | null | No additional info | IoT device Sensor side_channel No additional info | null | Sensor | iot-474cdbaf | 6.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6fc7b25f-46fa-4ccc-8f72-4190f6415227 | 2025-01-27T15:40:33 | network | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|info| desc=Network connection from 200.44.55.217 to 10.11.126.14 No additional info noise=under|seven|something | {
"geo_location": "Norway",
"device_hash": "99d56f50086133815d291f2be16250c0",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/56.0.836.0 Safari/531.1",
"session_id": "e5bae82d-730a-47d2-9baf-898cad754a02",
"risk_score": 29.48,
"confidence": 0.96
} | null | connection | null | null | null | No additional info | Network connection from 200.44.55.217 to 10.11.126.14 No additional info | null | null | null | null | 200.44.55.217 | 10.11.126.14 | null | null | null | null | null | null | null | null | null | null | UDP | 808,269 | null | null | null |
70f57327-08b6-4403-8478-55c898c4e77e | 2025-06-12T07:52:08 | ai | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|low| desc=AI system fine_tuning by scottpatton MITRE Technique: T1204.002 | {
"geo_location": "Saint Lucia",
"device_hash": "bba4d29a8f1c1c012384b4c327604ee5",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_9; rv:1.9.2.20) Gecko/5436-03-10 02:49:02 Firefox/11.0",
"session_id": "064f5f43-1f92-4227-8693-2eb30e19f61e",
"risk_score": 38.46,
"confidence": 0.07
} | scottpatton | fine_tuning | null | null | null | MITRE Technique: T1204.002 | AI system fine_tuning by scottpatton MITRE Technique: T1204.002 | null | null | null | null | null | null | null | null | null | null | null | model-3f533e39 | 2e96ef8d25e4448ab93516f67d54da6b | 47ac2a9458e9826e7ff53f6629e2302bbfb11061 | null | null | null | null | null | null | null |
bebd5916-75fd-4605-b24d-95ecb9756fa9 | 2025-02-09T02:22:25 | ids_alert | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|low| desc=Darktrace Alert: Fileless Attack detected from 217.212.121.29 targeting 43.174.123.9 No additional info | {
"geo_location": "Lesotho",
"device_hash": "24558838e396bdad75ecc93dff851c62ad7bc560",
"user_agent": "Opera/9.42.(X11; Linux i686; mk-MK) Presto/2.9.179 Version/11.00",
"session_id": "5f5b0f1e-ecab-4699-9125-3ad9f680704a",
"risk_score": 26.74,
"confidence": 0.91
} | null | null | null | null | null | No additional info | Darktrace Alert: Fileless Attack detected from 217.212.121.29 targeting 43.174.123.9 No additional info | null | null | null | null | 217.212.121.29 | 43.174.123.9 | Fileless Attack | SIG-5651 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
23c93f31-e0fb-46a9-9fa2-86944c412484 | 2025-05-07T11:47:28 | cloud | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in GCP by jessicaroberts No additional info | {
"geo_location": "Armenia",
"device_hash": "ac9a6622910def9a162f351095b4e2716399d27e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/4.0)",
"session_id": "7a0853e0-c56b-49f7-82df-dbbed4def937",
"risk_score": 34.5,
"confidence": 0.82
} | jessicaroberts | container_escape | null | null | null | No additional info | Cloud container_escape in GCP by jessicaroberts No additional info | null | null | null | null | null | null | null | null | null | GCP | res-f476e180 | null | null | null | null | null | null | null | null | null | null |
142820b0-ed81-4e0c-aa4e-3cdf3252364a | 2025-02-26T06:14:36 | cloud | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|high| desc=Cloud container_escape in Alibaba by shawnahahn No additional info | {
"geo_location": "Jersey",
"device_hash": "f9b910e32101a714b35d85516df19347ff8c2382",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Trident/3.0)",
"session_id": "c6422c90-e018-4738-b988-58cd9e80df1e",
"risk_score": 65.07,
"confidence": 0.9
} | shawnahahn | container_escape | null | null | null | No additional info | Cloud container_escape in Alibaba by shawnahahn No additional info | {
"baseline_deviation": 0.52,
"entropy": 7.28,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | Alibaba | res-17f7e2a1 | null | null | null | null | null | null | null | null | null | null |
8902cc7b-60f2-43a1-8d65-f759a8d2ab86 | 2025-03-15T00:16:35 | ids_alert | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|critical| desc=Trellix Alert: DDoS detected from 100.147.83.223 targeting N/A MITRE Technique: T1078.004 | Zero-day exploit pattern detected | {
"geo_location": "Marshall Islands",
"device_hash": "cfc9146c7c5c2ec85725a2308b6bb7e1",
"user_agent": "Opera/8.32.(Windows NT 5.2; el-GR) Presto/2.9.167 Version/11.00",
"session_id": "77c68be6-5081-482b-ba12-d595e554c42f",
"risk_score": 33.59,
"confidence": 0.16
} | null | null | null | null | null | MITRE Technique: T1078.004 | Zero-day exploit pattern detected | Trellix Alert: DDoS detected from 100.147.83.223 targeting N/A MITRE Technique: T1078.004 | Zero-day exploit pattern detected | null | null | null | null | 100.147.83.223 | N/A | DDoS | SIG-6486 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
e2625983-a320-45da-9b66-288d82a5a171 | 2025-02-10T18:38:30 | endpoint | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint scheduled_task /property/there.json by margaret59 MITRE Technique: T1053.005 | {
"geo_location": "Russia",
"device_hash": "9bfdd603c054442139ba8f6ac4853efa",
"user_agent": "Mozilla/5.0 (Linux; Android 2.1) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/48.0.857.0 Safari/533.0",
"session_id": "6e182b01-0184-4de3-a879-3d3bee3f3be1",
"risk_score": 76.19,
"confidence": 0.01
} | margaret59 | scheduled_task | /property/there.json | 9,622 | svchost.exe | MITRE Technique: T1053.005 | Endpoint scheduled_task /property/there.json by margaret59 MITRE Technique: T1053.005 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b0746ace-63fd-4aca-811e-cf823c1271f5 | 2025-01-29T14:47:57 | cloud | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud shadow_it in OCI by gregory88 No additional info | {
"geo_location": "Iraq",
"device_hash": "6f7548f300702f2e0c2e561910aa12241672cf50",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/2492-12-10 13:13:56 Firefox/3.8",
"session_id": "743e4f4b-930c-473c-a811-eefdcd805b9c",
"risk_score": 60.66,
"confidence": 0.76
} | gregory88 | shadow_it | null | null | null | No additional info | Cloud shadow_it in OCI by gregory88 No additional info | null | null | null | null | null | null | null | null | null | OCI | res-1a2b086a | null | null | null | null | null | null | null | null | null | null |
5cdb7325-0fa0-49d2-b197-9f766ca7e40c | 2022-12-10T21:14:50 | cloud | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in Azure by christy55 No additional info | {
"geo_location": "Cuba",
"device_hash": "539f5f1f0c047599bc87f91fcfef4ab9d8d80f2c55b936e4fc12c763fb992133",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.01; Trident/4.1)",
"session_id": "87adac87-e29a-42d8-94a2-86649ee13969",
"risk_score": 51.85,
"confidence": 0.14
} | christy55 | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in Azure by christy55 No additional info | null | null | null | null | null | null | null | null | null | Azure | res-3cc24ca3 | null | null | null | null | null | null | null | null | null | null |
de2b821e-71ef-446e-b6d8-adf5a7403a77 | 2025-01-18T14:23:52 | ids_alert | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|high| desc=AlienVault Alert: Living-off-the-Land detected from 62.167.241.111 targeting 125.22.126.152 No additional info | {
"geo_location": "Korea",
"device_hash": "6a06cc86dcc12abc1ac5ae91a5ee5359",
"user_agent": "Opera/9.23.(X11; Linux x86_64; nhn-MX) Presto/2.9.189 Version/11.00",
"session_id": "c06c61a6-e6dc-4d18-9069-f7d47cea60fa",
"risk_score": 58.4,
"confidence": 0.98
} | null | null | null | null | null | No additional info | AlienVault Alert: Living-off-the-Land detected from 62.167.241.111 targeting 125.22.126.152 No additional info | null | null | null | null | 62.167.241.111 | 125.22.126.152 | Living-off-the-Land | SIG-2963 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
f6c45148-e786-48f4-92a6-0f01e1fc3d2d | 2025-06-28T17:18:53 | cloud | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|low| desc=Cloud container_escape in GCP by wendymartinez MITRE Technique: T1543.003 | {
"geo_location": "Slovenia",
"device_hash": "34a9020a14430d980b8b78f1acce1a05fd6d1474bf37e5056ace5f8f76184f83",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_7) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/51.0.825.0 Safari/532.1",
"session_id": "7e676326-33ea-4d01-b445-9e3ee3decc94",
"risk_... | wendymartinez | container_escape | null | null | null | MITRE Technique: T1543.003 | Cloud container_escape in GCP by wendymartinez MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | GCP | res-f4f96efb | null | null | null | null | null | null | null | null | null | null |
bb3bfb1f-0469-42d1-ab7e-ed521cd2366c | 2025-04-28T23:57:37 | auth | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|high| desc=Auth bypass for brendan65 via OAuth from 2.39.128.201 No additional info | {
"geo_location": "Lithuania",
"device_hash": "f2e9fc5c8465fb65419805f87e6b69691f8ef4a3",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.2) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/36.0.862.0 Safari/535.1",
"session_id": "3c368edf-614c-4128-aaf3-c7078d97536b",
"risk_score": 68.02,
"confidence": 0.78
} | brendan65 | bypass | null | null | null | No additional info | Auth bypass for brendan65 via OAuth from 2.39.128.201 No additional info | null | null | null | null | 2.39.128.201 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 1a:10:84:25:b0:b8 |
3e5a0879-8581-49d1-98b9-8480248a6c0e | 2025-03-31T14:45:14 | endpoint | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint process_start /physical/picture.png by jcoleman No additional info | {
"geo_location": "Jordan",
"device_hash": "7a44fb8ec3e446a97e5d63b5184a3e1c",
"user_agent": "Opera/9.76.(X11; Linux x86_64; ss-ZA) Presto/2.9.171 Version/12.00",
"session_id": "58d3b4e7-1ac8-4bf3-8bdc-2947d66f476b",
"risk_score": 75.52,
"confidence": 0.19
} | jcoleman | process_start | /physical/picture.png | 9,775 | svchost.exe | No additional info | Endpoint process_start /physical/picture.png by jcoleman No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b5c4a3f6-7579-45b6-b754-5c16c7af9665 | 2025-04-14T10:55:19 | network | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|info| desc=Network latency_spike from 125.148.13.79 to 10.222.71.202 No additional info noise=2C126DB8 | {
"geo_location": "India",
"device_hash": "6f3bd9bd0c3993b4771e2f55aaa28258cb200256",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/4.1)",
"session_id": "b38b60b9-8ef7-4a88-92cf-351b699b6fc0",
"risk_score": 46.75,
"confidence": 0.18
} | null | latency_spike | null | null | null | No additional info | Network latency_spike from 125.148.13.79 to 10.222.71.202 No additional info | null | null | null | null | 125.148.13.79 | 10.222.71.202 | null | null | null | null | null | null | null | null | null | null | HTTPS | 923,099 | null | null | null |
05965ea6-8a77-4796-8036-3f3c8a51d700 | 2025-06-27T12:13:33 | endpoint | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_start /Mrs/green.gif by crystaltorres No additional info | {
"geo_location": "Iran",
"device_hash": "65b23a31810a1ecc399990341e75636c",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_1) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/51.0.875.0 Safari/534.1",
"session_id": "0b9518a0-8a0b-414b-a09e-75d545d6bc5d",
"risk_score": 45.94,
"confidence": 0.51
} | crystaltorres | process_start | /Mrs/green.gif | 9,045 | cmd.exe | No additional info | Endpoint process_start /Mrs/green.gif by crystaltorres No additional info | {
"baseline_deviation": 2.68,
"entropy": 3.05,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8dddc034-8013-45df-8aec-ddbde9a35cc2 | 2025-04-21T10:50:57 | cloud | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in Azure by anthonyware Associated Threat Actor: APT34 | {
"geo_location": "North Korea",
"device_hash": "bdf396e8df221df623f791bb1c1b11ab",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_9) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/25.0.823.0 Safari/533.1",
"session_id": "87f4c1c4-111f-4eb4-aa04-0e65cd853b3f",
"risk_score": 58.77,
"confidence": 0.88... | anthonyware | lambda_execution | null | null | null | Associated Threat Actor: APT34 | Cloud lambda_execution in Azure by anthonyware Associated Threat Actor: APT34 | null | null | null | null | null | null | null | null | null | Azure | res-e58e0ba3 | null | null | null | null | null | null | null | null | null | null |
af4c4da7-ad27-49b3-8762-db640c660b20 | 2025-06-01T10:24:26 | ids_alert | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|critical| desc=Zeek Alert: DNS Tunneling detected from 64.133.216.251 targeting 176.9.253.172 No additional info | {
"geo_location": "French Southern Territories",
"device_hash": "2bf5463d560d85227fdf015098b67831",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 4.0; Trident/4.0)",
"session_id": "1357cf4d-2fd2-4201-9be1-a5967ef9dd91",
"risk_score": 10.5,
"confidence": 0.55
} | null | null | null | null | null | No additional info | Zeek Alert: DNS Tunneling detected from 64.133.216.251 targeting 176.9.253.172 No additional info | null | null | null | null | 64.133.216.251 | 176.9.253.172 | DNS Tunneling | SIG-8270 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
98a9cb13-bffc-4b10-9f36-0961f126a481 | 2025-01-19T02:59:24 | cloud | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|high| desc=Cloud storage_access in OCI by daykayla No additional info | {
"geo_location": "Cambodia",
"device_hash": "6bc870d58feb57778dea5be362377efeef1e947c08c86cea820fc513cceb01c0",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/2279-05-08 13:10:14 Firefox/3.8",
"session_id": "1c973aa1-d249-463f-b359-e7ee9f69dbf6",
"risk_score": 53.88,
"confidence": 0.05
} | daykayla | storage_access | null | null | null | No additional info | Cloud storage_access in OCI by daykayla No additional info | null | null | null | null | null | null | null | null | null | OCI | res-4d3c58c4 | null | null | null | null | null | null | null | null | null | null |
4acb0978-e1b4-404e-b92c-9906b85706b4 | 2025-02-26T17:17:39 | firewall | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect HTTPS traffic from 203.54.196.195:32017 to 78.1.106.12:32032 No additional info | {
"geo_location": "Cambodia",
"device_hash": "e3f15f4698b89f0b78525497fe7910a7",
"user_agent": "Opera/8.89.(Windows NT 10.0; oc-FR) Presto/2.9.176 Version/11.00",
"session_id": "573c2e4b-9498-467e-91de-d0007a29f31b",
"risk_score": 45.98,
"confidence": 0.57
} | null | inspect | null | null | null | No additional info | Firewall inspect HTTPS traffic from 203.54.196.195:32017 to 78.1.106.12:32032 No additional info | null | null | null | null | 203.54.196.195 | 78.1.106.12 | null | null | null | null | null | null | null | null | 32,017 | 32,032 | HTTPS | 697,762 | 3,389 | null | null |
895a0469-60e9-41e4-bf47-2a97c6db1900 | 2025-01-21T15:05:22 | ids_alert | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|medium| desc=Trellix Alert: Supply Chain Compromise detected from 98.51.100.185 targeting 50.127.128.136 No additional info | {
"geo_location": "Syrian Arab Republic",
"device_hash": "76f61e9f79dc051c5e8bbbc1f3861d304659869ec26aeae66356e4fbafa132e7",
"user_agent": "Opera/9.41.(X11; Linux i686; mn-MN) Presto/2.9.164 Version/12.00",
"session_id": "9d38d2b6-b4df-4691-995f-ba5179fcc625",
"risk_score": 35,
"confidence": 0.15
} | null | null | null | null | null | No additional info | Trellix Alert: Supply Chain Compromise detected from 98.51.100.185 targeting 50.127.128.136 No additional info | null | null | null | null | 98.51.100.185 | 50.127.128.136 | Supply Chain Compromise | SIG-5620 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
95f0acd9-6540-44c9-833c-499c9405e62e | 2025-06-21T06:11:47 | cloud | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in Azure by banksebony No additional info | {
"geo_location": "Guam",
"device_hash": "5e378f5bc52d3e3546337a37605a48af",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_8 rv:6.0; kn-IN) AppleWebKit/533.30.3 (KHTML, like Gecko) Version/5.0 Safari/533.30.3",
"session_id": "5bf26590-9eee-4e18-90fa-ae3501bfc70e",
"risk_score": 61.77,
"confidenc... | banksebony | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in Azure by banksebony No additional info | null | null | null | null | null | null | null | null | null | Azure | res-0c7a69cf | null | null | null | null | null | null | null | null | null | null |
81d3dcfc-ded2-4bdc-9870-72e473caec8c | 2025-01-25T03:13:16 | auth | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|medium| desc=Auth locked for kpotter via biometric from 95.28.211.195 No additional info | {
"geo_location": "British Virgin Islands",
"device_hash": "37019826c2b623dde0ff6fd17c2c5c85471127406da5fda09855661e0dbf60e6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 95; Trident/5.1)",
"session_id": "a8692137-d925-4b47-8dd4-13f574ce12fc",
"risk_score": 51.98,
"confidence": 0.15
} | kpotter | locked | null | null | null | No additional info | Auth locked for kpotter via biometric from 95.28.211.195 No additional info | null | null | null | null | 95.28.211.195 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 8e:d0:5e:fa:3d:5d |
51079d65-f8e9-4233-bedf-0960b7be406b | 2025-02-20T12:15:25 | network | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|info| desc=Network latency_spike from 128.68.202.180 to 149.36.64.38 No additional info | {
"geo_location": "Tokelau",
"device_hash": "40a71ca0c93ef2f796259ce372e3a09b4c044a791d5cbdcbb8d72652c47c4b6a",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 15_8_2 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/9.7h0370.0 Mobile/92G998 Safari/535.0",
"session_id": "d3279f00-17a6-4ee1-81ca-1af0b... | null | latency_spike | null | null | null | No additional info | Network latency_spike from 128.68.202.180 to 149.36.64.38 No additional info | {
"baseline_deviation": 0.81,
"entropy": 2.98,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 128.68.202.180 | 149.36.64.38 | null | null | null | null | null | null | null | null | null | null | HTTPS | 815,697 | null | null | null |
c043e2c2-11dd-49ae-8760-7d141656c0c9 | 2025-02-22T04:57:07 | network | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|critical| desc=Network connection from 10.146.83.181 to 139.164.0.160 MITRE Technique: T1059.001 | {
"geo_location": "Oman",
"device_hash": "50a7fdc9632d423b30c25319f7d5306f067ef119",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/34.0.893.0 Safari/534.0",
"session_id": "079736a2-9d5e-4999-bea8-0369a032a8a8",
"risk_score": 38.81,
"confidence": 0.84
} | null | connection | null | null | null | MITRE Technique: T1059.001 | Network connection from 10.146.83.181 to 139.164.0.160 MITRE Technique: T1059.001 | null | null | null | null | 10.146.83.181 | 139.164.0.160 | null | null | null | null | null | null | null | null | null | null | HTTP | 605,376 | null | null | null |
dbd97b9e-d403-4610-9cbd-86c1ef69ae14 | 2025-05-02T00:39:22 | firewall | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|medium| desc=Firewall inspect RDP traffic from 10.13.255.218:57991 to 139.105.63.102:249 No additional info | {
"geo_location": "Ethiopia",
"device_hash": "9bae9d74f188d3f6f993febd08ea0110",
"user_agent": "Opera/8.65.(Windows NT 5.0; ckb-IQ) Presto/2.9.165 Version/10.00",
"session_id": "a16f85bd-5ebe-4390-9194-9802f1b33bc4",
"risk_score": 66.87,
"confidence": 0.81
} | null | inspect | null | null | null | No additional info | Firewall inspect RDP traffic from 10.13.255.218:57991 to 139.105.63.102:249 No additional info | null | null | null | null | 10.13.255.218 | 139.105.63.102 | null | null | null | null | null | null | null | null | 57,991 | 249 | RDP | 374,199 | 2,480 | null | null |
6bb27635-7900-4601-a18a-6550f3bec822 | 2025-03-15T11:22:29 | firewall | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall deny TCP traffic from 89.38.97.126:896 to 146.235.189.101:18299 No additional info | {
"geo_location": "Palau",
"device_hash": "1968a2ef14bb0095148f797085f97cfe",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 15_8_2 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/13.8x6645.0 Mobile/07R778 Safari/534.2",
"session_id": "b11f298d-0ade-4bdd-99a8-eea14754d9ab",
"risk_score": 71.14,
... | null | deny | null | null | null | No additional info | Firewall deny TCP traffic from 89.38.97.126:896 to 146.235.189.101:18299 No additional info | null | null | null | null | 89.38.97.126 | 146.235.189.101 | null | null | null | null | null | null | null | null | 896 | 18,299 | TCP | 999,601 | 990 | null | null |
61b47886-7326-4246-8689-9955767801aa | 2025-06-15T09:59:54 | ai | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|low| desc=AI system model_inversion by griffinjennifer No additional info | {
"geo_location": "Congo",
"device_hash": "01c87b54d68ec0414b99754107f74bcb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Win 9x 4.90; Trident/5.0)",
"session_id": "8f1f239d-b571-42f3-a384-28b791e58897",
"risk_score": 30.47,
"confidence": 0.71
} | griffinjennifer | model_inversion | null | null | null | No additional info | AI system model_inversion by griffinjennifer No additional info | null | null | null | null | null | null | null | null | null | null | null | model-73806567 | eb5d2c31906232f362e225f5aa54ee388acefc0c459284993b0d1a78a108bc1d | 49447d2f64834e8c7b3a3f4fce690bd3c10282e5 | null | null | null | null | null | null | null |
e81384ad-b9ea-4ca1-84d9-e0e620792895 | 2025-01-20T05:43:18 | firewall | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|info| desc=Firewall deny UDP traffic from 141.38.49.55:49 to 152.0.143.81:394 No additional info | {
"geo_location": "Oman",
"device_hash": "eae995a1b963d41505d9bfdb0105cde50ad5d301a7e1cdd73353ba15d7cc9de0",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/535.14.7 (KHTML, like Gecko) Version/5.0.4 Safari/535.14.7",
"session_id": "7627a16f-b454-46e5-832f-0109ad5cf0f9",
"risk_score": 53.55,
... | null | deny | null | null | null | No additional info | Firewall deny UDP traffic from 141.38.49.55:49 to 152.0.143.81:394 No additional info | null | null | null | null | 141.38.49.55 | 152.0.143.81 | null | null | null | null | null | null | null | null | 49 | 394 | UDP | 189,951 | 1,365 | null | null |
5d03ea3c-ef18-45c0-b20d-b887c5f15c85 | 2025-04-01T02:16:15 | network | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 16.126.195.42 to 162.234.55.125 No additional info | {
"geo_location": "Mauritania",
"device_hash": "33822bd5046c963e3c69c0c747367f110f1e86c364faf9b24579224fd0e356b9",
"user_agent": "Opera/9.69.(X11; Linux i686; as-IN) Presto/2.9.173 Version/11.00",
"session_id": "46a5ffac-b8b2-4378-b9f7-0a856e11e5bc",
"risk_score": 55.88,
"confidence": 0.33
} | null | latency_spike | null | null | null | No additional info | Network latency_spike from 16.126.195.42 to 162.234.55.125 No additional info | null | null | null | null | 16.126.195.42 | 162.234.55.125 | null | null | null | null | null | null | null | null | null | null | HTTPS | 333,646 | null | null | null |
9d650772-ab5e-413a-9927-859bf4e7d8e0 | 2025-03-08T11:22:42 | network | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|medium| desc=Network beaconing from 114.158.43.119 to 176.183.209.30 No additional info | {
"geo_location": "Trinidad and Tobago",
"device_hash": "4e4095fd95f4eacd9ff7a2baa252b3d125c6409378b76d76da01c1cea604c9d6",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_6; rv:1.9.4.20) Gecko/7694-03-16 20:04:14 Firefox/3.8",
"session_id": "c7d67ef4-4a67-4606-b862-117f351e5c7e",
"risk_score": 17.1... | null | beaconing | null | null | null | No additional info | Network beaconing from 114.158.43.119 to 176.183.209.30 No additional info | null | null | null | null | 114.158.43.119 | 176.183.209.30 | null | null | null | null | null | null | null | null | null | null | ICMP | 178,491 | null | null | null |
0b8fb527-cd4c-40e2-bba7-6a77f26ee5d4 | 2025-01-26T19:37:35 | cloud | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud config_change in AWS by raylauren No additional info | {
"geo_location": "Equatorial Guinea",
"device_hash": "34e9543e82c9cd07ff9e4514c64d05c6",
"user_agent": "Opera/9.79.(X11; Linux x86_64; li-BE) Presto/2.9.175 Version/11.00",
"session_id": "8138bd1a-7c3d-4ff8-88c6-641db2365a7a",
"risk_score": 67.03,
"confidence": 0.96
} | raylauren | config_change | null | null | null | No additional info | Cloud config_change in AWS by raylauren No additional info | null | null | null | null | null | null | null | null | null | AWS | res-8406a4f6 | null | null | null | null | null | null | null | null | null | null |
e389db92-3f46-4e51-bc51-c3d82d44dbf3 | 2025-01-23T01:49:02 | endpoint | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection concern by jared94 No additional info | {
"geo_location": "Tajikistan",
"device_hash": "5f6a6f6b56d86c77f57d096a80a06eb2b77e81679b9c7076cb739d3eb58e87a2",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_5 rv:3.0; sv-SE) AppleWebKit/533.26.7 (KHTML, like Gecko) Version/5.1 Safari/533.26.7",
"session_id": "4e556f7b-564e-4312-a993-257abb4fb15... | jared94 | memory_injection | concern | 8,633 | cmd.exe | No additional info | Endpoint memory_injection concern by jared94 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dafeb6ad-97c4-4f1b-8ed3-97262277b80e | 2020-08-12T20:16:20 | iot | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat physical_tamper No additional info | {
"geo_location": "Portugal",
"device_hash": "9020780a0d6a777b7d506d9bf766d65a951d2c3a1978d2610ef291027365c54d",
"user_agent": "Mozilla/5.0 (Linux; Android 5.1) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/31.0.899.0 Safari/534.1",
"session_id": "a8c0451e-7d9d-4cf0-8057-4cdaccfe3ae9",
"risk_score": 46.97,
"... | null | physical_tamper | null | null | null | No additional info | IoT device Thermostat physical_tamper No additional info | {
"baseline_deviation": 1.73,
"entropy": 4.17,
"frequency_anomaly": false,
"sequence_anomaly": false
} | Thermostat | iot-93e8858c | 7.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ca275910-d4f0-45de-8ba2-f39766ec94d2 | 2025-06-01T19:42:14 | network | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|critical| desc=Network data_exfiltration from 10.104.150.154 to 10.83.23.186 No additional info | {
"geo_location": "Ethiopia",
"device_hash": "ac1c8a9b53f3a28b405cac6e6351deb70f874b94a23a7e7b779a78a7741a71b3",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; iw-IL) AppleWebKit/534.2.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6534.2.5",
"session_id": "d8cf3fd3-1ebd-444b-969... | null | data_exfiltration | null | null | null | No additional info | Network data_exfiltration from 10.104.150.154 to 10.83.23.186 No additional info | {
"baseline_deviation": 2.81,
"entropy": 6.35,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 10.104.150.154 | 10.83.23.186 | null | null | null | null | null | null | null | null | null | null | TCP | 740,337 | null | null | null |
72fc7c7d-4b0f-4340-b04a-ea1e6b60dbd0 | 2023-01-08T03:24:25 | firewall | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|critical| desc=Firewall log-only SSH traffic from 10.67.95.144:655 to 210.134.32.66:611 Associated Threat Actor: TA505 | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "2b6e649a7780891becccce1dd9f7a862c8a57f88",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/532.26.1 (KHTML, like Gecko) Version/5.1 Safari/532.26.1",
"session_id": "c1da86cd-8532-447c-a11d-85841ef8f1de",
"... | null | log-only | null | null | null | Associated Threat Actor: TA505 | Firewall log-only SSH traffic from 10.67.95.144:655 to 210.134.32.66:611 Associated Threat Actor: TA505 | null | null | null | null | 10.67.95.144 | 210.134.32.66 | null | null | null | null | null | null | null | null | 655 | 611 | SSH | 535,335 | 1,538 | null | null |
dd3073f0-3873-41b5-a89a-f42b0cb4920c | 2025-05-29T03:37:26 | ai | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by wharrison No additional info | {
"geo_location": "Italy",
"device_hash": "edfdc14df000a086b2f7eb47210f9d3b4188ad71",
"user_agent": "Opera/8.24.(X11; Linux x86_64; ts-ZA) Presto/2.9.160 Version/11.00",
"session_id": "21b6c268-5b75-4b30-bc7a-ed624ba404dd",
"risk_score": 50.91,
"confidence": 0.63
} | wharrison | prompt_injection | null | null | null | No additional info | AI system prompt_injection by wharrison No additional info | null | null | null | null | null | null | null | null | null | null | null | model-1f002a24 | b46ff4988af681206b718dea591a5770a8fd518361d7fda49387a1580c0a16ed | edca908494d34defed530e0636cf5af2 | null | null | null | null | null | null | null |
51bace6e-8d75-438a-9ddf-92fde75e74d6 | 2025-06-15T09:07:51 | ai | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by kirstenboyd MITRE Technique: T1190 | {
"geo_location": "Zambia",
"device_hash": "925ea8c1844e8508be287564711ce91e94eb5e40b7da46553b09bf7d787dcb0a",
"user_agent": "Mozilla/5.0 (Android 2.3.3; Mobile; rv:12.0) Gecko/12.0 Firefox/12.0",
"session_id": "6308349f-8cee-481b-95e7-43c486e6deeb",
"risk_score": 49.29,
"confidence": 0.6
} | kirstenboyd | adversarial_input | null | null | null | MITRE Technique: T1190 | AI system adversarial_input by kirstenboyd MITRE Technique: T1190 | null | null | null | null | null | null | null | null | null | null | null | model-3840ea6d | 6cb055cfb7e59e6dbc678e10ae0ece98 | d034aebe9af1432fa6a071e35be06d35e47b6ba7 | null | null | null | null | null | null | null |
24cb6644-d4cf-4f40-8c73-90000cc60237 | 2020-10-29T20:13:58 | auth | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|info| desc=Auth success for josestanton via biometric from 199.189.10.216 MITRE Technique: T1071.001 | {
"geo_location": "Greenland",
"device_hash": "a0cc9f0a40e389a5d576c582328d90a005c8aa3b",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/2085-08-21 15:12:04 Firefox/3.6.17",
"session_id": "9a3974bd-3028-4332-992f-893e10927c1c",
"risk_score": 73.29,
"confidence": 0.95
} | josestanton | success | null | null | null | MITRE Technique: T1071.001 | Auth success for josestanton via biometric from 199.189.10.216 MITRE Technique: T1071.001 | null | null | null | null | 199.189.10.216 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 70:88:e2:5a:18:3f |
7845d658-af03-43ff-a41e-bc56335a3304 | 2025-03-17T05:36:59 | network | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|info| desc=Network disconnection from 33.18.222.9 to 29.231.175.126 MITRE Technique: T1204.002 | {
"geo_location": "Lesotho",
"device_hash": "4eeb173a5aecf300d31e280ac6b92764",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_5 rv:3.0; ff-SN) AppleWebKit/535.49.7 (KHTML, like Gecko) Version/5.0.3 Safari/535.49.7",
"session_id": "3dfa66ae-1044-4cdf-a703-482354912839",
"risk_score": 34.75,
"co... | null | disconnection | null | null | null | MITRE Technique: T1204.002 | Network disconnection from 33.18.222.9 to 29.231.175.126 MITRE Technique: T1204.002 | null | null | null | null | 33.18.222.9 | 29.231.175.126 | null | null | null | null | null | null | null | null | null | null | TCP | 353,621 | null | null | null |
6574e6dd-8ed4-4f47-a3d3-52f312bc2180 | 2025-04-22T23:22:33 | cloud | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in AWS by daniellemcconnell MITRE Technique: T1190 | {
"geo_location": "New Zealand",
"device_hash": "f5655ddd683140073ee7bf71667293dc",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_5 rv:4.0; ml-IN) AppleWebKit/535.12.4 (KHTML, like Gecko) Version/5.0.3 Safari/535.12.4",
"session_id": "ec243bb7-cc96-4c0f-b438-b7076c2fb227",
"risk_score": 57.16,
... | daniellemcconnell | shadow_it | null | null | null | MITRE Technique: T1190 | Cloud shadow_it in AWS by daniellemcconnell MITRE Technique: T1190 | null | null | null | null | null | null | null | null | null | AWS | res-f29470e2 | null | null | null | null | null | null | null | null | null | null |
65d60c4e-6ddd-4bf2-a9fa-c5d9407c3b56 | 2025-03-23T21:56:48 | ids_alert | CrowdStrike v6.45.0 | emergency | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|emergency| desc=CrowdStrike Alert: Brute Force detected from 22.46.10.145 targeting 122.194.191.165 No additional info | {
"geo_location": "Switzerland",
"device_hash": "5d94e6e14c8766fc6d33c29850537abf",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_2; rv:1.9.2.20) Gecko/4301-05-16 11:42:16 Firefox/3.8",
"session_id": "dd251a8b-8714-4f04-ab57-42859c8bf422",
"risk_score": 37.53,
"confidence": 0.42
} | null | null | null | null | null | No additional info | CrowdStrike Alert: Brute Force detected from 22.46.10.145 targeting 122.194.191.165 No additional info | null | null | null | null | 22.46.10.145 | 122.194.191.165 | Brute Force | SIG-9262 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
2145da6e-2161-4321-8836-60a75b8b5ffd | 2025-02-15T03:02:23 | cloud | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|info| desc=Cloud api_abuse in Alibaba by johnrodriguez No additional info | {
"geo_location": "Guyana",
"device_hash": "6db6703415262751497b5802f11a812cc8dc919080084269c0800174878bb62d",
"user_agent": "Opera/8.18.(Windows NT 4.0; da-DK) Presto/2.9.161 Version/11.00",
"session_id": "5122a660-be55-4e72-9b0d-35d4b8bce1cc",
"risk_score": 55.2,
"confidence": 0.24
} | johnrodriguez | api_abuse | null | null | null | No additional info | Cloud api_abuse in Alibaba by johnrodriguez No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-979443fa | null | null | null | null | null | null | null | null | null | null |
9ce17e3e-53c5-48f0-b16c-6b33aaea3aee | 2025-06-17T00:01:53 | ai | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|info| desc=AI system model_access by karenwelch MITRE Technique: T1547.001 | {
"geo_location": "Puerto Rico",
"device_hash": "f5305c3618b54ceb80fe20a1af3d7114c0cce7ca",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.0; Trident/5.0)",
"session_id": "cd77ce75-7e56-4e33-b69b-8542b3fe5a99",
"risk_score": 64.66,
"confidence": 0.94
} | karenwelch | model_access | null | null | null | MITRE Technique: T1547.001 | AI system model_access by karenwelch MITRE Technique: T1547.001 | {
"baseline_deviation": 1.53,
"entropy": 5.42,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | model-484ea50d | db5d814bf58563d90358961abd150e3d33f1387c588380c740a7ff5aebcd7413 | 833eb71b58d64986c3f3100f21d9104b | null | null | null | null | null | null | null |
e3d18275-089b-48ac-bc49-a6af5d8ac33e | 2025-02-02T15:57:16 | firewall | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|info| desc=Firewall allow RDP traffic from 114.231.164.96:948 to 139.222.15.36:473 MITRE Technique: T1071.001 | {
"geo_location": "Bermuda",
"device_hash": "d13d3a283c40a26892d9cd9b4fd4b52432cd10b6",
"user_agent": "Opera/8.18.(Windows CE; mg-MG) Presto/2.9.169 Version/12.00",
"session_id": "f98b2532-3858-46f4-8e9f-4acc9117de26",
"risk_score": 69.11,
"confidence": 0.25
} | null | allow | null | null | null | MITRE Technique: T1071.001 | Firewall allow RDP traffic from 114.231.164.96:948 to 139.222.15.36:473 MITRE Technique: T1071.001 | {
"baseline_deviation": 2.47,
"entropy": 7.06,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 114.231.164.96 | 139.222.15.36 | null | null | null | null | null | null | null | null | 948 | 473 | RDP | 600,481 | 1,805 | null | null |
ffb74623-6884-4096-8e99-a6c5a4ed38bf | 2025-04-15T19:00:55 | firewall | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|medium| desc=Firewall inspect SSH traffic from 172.158.33.204:37327 to 5.82.61.162:24 MITRE Technique: T1059.005 noise=UGFzdC4= | {
"geo_location": "Timor-Leste",
"device_hash": "2a409e08b4a46954e93e5d4b8c0f40f79aed2da1a3b9172fe71bb8564f934918",
"user_agent": "Mozilla/5.0 (Android 10; Mobile; rv:8.0) Gecko/8.0 Firefox/8.0",
"session_id": "90bb1f93-d207-4b21-8b17-e0a64f6741f8",
"risk_score": 40.75,
"confidence": 0.63
} | null | inspect | null | null | null | MITRE Technique: T1059.005 | Firewall inspect SSH traffic from 172.158.33.204:37327 to 5.82.61.162:24 MITRE Technique: T1059.005 | {
"baseline_deviation": 2.71,
"entropy": 4.48,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 172.158.33.204 | 5.82.61.162 | null | null | null | null | null | null | null | null | 37,327 | 24 | SSH | 694,306 | 3,207 | null | null |
e5c4e9d0-d40f-4528-8d65-4900f8e3f48a | 2025-04-16T10:49:43 | cloud | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|medium| desc=Cloud storage_access in OCI by valvarez No additional info | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "fac33e248ad26661218b580b91ff6e2172b41020",
"user_agent": "Opera/9.87.(X11; Linux x86_64; ak-GH) Presto/2.9.183 Version/12.00",
"session_id": "0ada7813-7a3a-4500-b03f-cfbe8a339e52",
"risk_score": 54.85,
"confidence": 0.2... | valvarez | storage_access | null | null | null | No additional info | Cloud storage_access in OCI by valvarez No additional info | null | null | null | null | null | null | null | null | null | OCI | res-156a8059 | null | null | null | null | null | null | null | null | null | null |
6a2aad08-052a-41c3-a487-36c2cd7bd9b4 | 2025-07-02T10:07:08 | ids_alert | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|low| desc=Microsoft Sentinel Alert: XSS detected from 62.150.145.44 targeting 136.85.194.42 No additional info | {
"geo_location": "Wallis and Futuna",
"device_hash": "a50504e9b210301e169187e96afc4af8c37fe2d7",
"user_agent": "Opera/8.66.(X11; Linux x86_64; fur-IT) Presto/2.9.160 Version/12.00",
"session_id": "532cab46-fd41-43f7-910e-131af6fe5ec8",
"risk_score": 30.65,
"confidence": 0.19
} | null | null | null | null | null | No additional info | Microsoft Sentinel Alert: XSS detected from 62.150.145.44 targeting 136.85.194.42 No additional info | null | null | null | null | 62.150.145.44 | 136.85.194.42 | XSS | SIG-9000 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
76711ff0-995b-4839-aafb-b5a5e314f187 | 2025-06-16T15:35:18 | network | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 54.186.98.177 to 117.139.32.18 No additional info | {
"geo_location": "Portugal",
"device_hash": "9cd2b0ebfac3278393e2d0ff4d2921c50cf7e2b5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 10.0; Trident/5.1)",
"session_id": "e9d7a9d2-dda1-4323-bae1-1c48b00800e9",
"risk_score": 68.85,
"confidence": 0.92
} | null | protocol_anomaly | null | null | null | No additional info | Network protocol_anomaly from 54.186.98.177 to 117.139.32.18 No additional info | null | null | null | null | 54.186.98.177 | 117.139.32.18 | null | null | null | null | null | null | null | null | null | null | TCP | 178,104 | null | null | null |
c0cb74c2-7ad4-406e-88ed-56c5f6b961e0 | 2025-03-09T17:18:00 | ids_alert | Palo Alto Cortex v3.0.0 | emergency | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Palo Alto Cortex Alert: Domain Fronting detected from 60.147.240.226 targeting 180.135.37.53 No additional info noise=wp-content/categories | {
"geo_location": "Jordan",
"device_hash": "3253239515b917d53cb5ffe733782bb98f849d79",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.0; Trident/4.0)",
"session_id": "821644dc-3142-4f50-bd2e-48dd95df9bcf",
"risk_score": 30.93,
"confidence": 0.26
} | null | null | null | null | null | No additional info | Palo Alto Cortex Alert: Domain Fronting detected from 60.147.240.226 targeting 180.135.37.53 No additional info | null | null | null | null | 60.147.240.226 | 180.135.37.53 | Domain Fronting | SIG-4708 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
41fba433-04a4-4923-8abf-7735af1eb15f | 2025-04-13T15:15:31 | auth | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|low| desc=Auth challenge for longstacey via SAML from 107.81.231.83 Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Russia",
"device_hash": "e94b8e55885f34135a62b54d4adc73b8",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_5; rv:1.9.5.20) Gecko/8570-11-13 10:24:40 Firefox/10.0",
"session_id": "a599a0c1-81ca-4e29-8297-c7b13dfa2e7b",
"risk_score": 57.38,
"confidence": 0.38
} | longstacey | challenge | null | null | null | Unconventional IOC: Unusual DNS TXT records | Auth challenge for longstacey via SAML from 107.81.231.83 Unconventional IOC: Unusual DNS TXT records | null | null | null | null | 107.81.231.83 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 1f:23:50:fa:4c:6f |
2c7cd0df-eca9-4789-85b1-da8858a1ae3f | 2025-04-22T00:11:52 | network | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 42.30.97.79 to 18.235.135.7 MITRE Technique: T1134.001 | {
"geo_location": "Niue",
"device_hash": "24df6ebb15ff3396cc4a4a03a5c85533d6f39bc3c56cfb2307cf5218c244e245",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/4064-08-21 16:32:18 Firefox/3.6.12",
"session_id": "1d7b86f3-2bba-43ac-b3e8-245fe7bc93e7",
"risk_score": 46.83,
"confidence": 0.45
} | null | protocol_anomaly | null | null | null | MITRE Technique: T1134.001 | Network protocol_anomaly from 42.30.97.79 to 18.235.135.7 MITRE Technique: T1134.001 | null | null | null | null | 42.30.97.79 | 18.235.135.7 | null | null | null | null | null | null | null | null | null | null | UDP | 195,582 | null | null | null |
2dcd8915-6ed6-47b3-977d-d7406a082546 | 2025-05-30T19:16:59 | ai | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by stephanietaylor No additional info noise=categories/app/category | {
"geo_location": "Mayotte",
"device_hash": "d7e61dcc07595e0f80ff3677c0f8b7c3",
"user_agent": "Mozilla/5.0 (Windows CE; szl-PL; rv:1.9.0.20) Gecko/9170-07-26 14:59:11 Firefox/3.6.19",
"session_id": "2ad0d602-6d23-458f-9090-ae9490fb039d",
"risk_score": 59.34,
"confidence": 0.76
} | stephanietaylor | prompt_injection | null | null | null | No additional info | AI system prompt_injection by stephanietaylor No additional info | null | null | null | null | null | null | null | null | null | null | null | model-994db5cd | 6db4ce86cbc760faa31886dd7a7c3421aa95cd2d38e58b46ba19bf620b8c0214 | 4671691ab1591c287686ca6f0773c82ed7c5e461e7ab556fae6560a712871520 | null | null | null | null | null | null | null |
252e3d8d-8338-4453-a864-2e8cfc851e0d | 2025-02-03T21:01:51 | network | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 118.223.130.46 to 16.37.168.81 No additional info | {
"geo_location": "Sierra Leone",
"device_hash": "99dc386867aa314eb75cb25f7d1654e2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Win 9x 4.90; Trident/3.0)",
"session_id": "8391126f-9d84-42e2-8470-67e9001f8bea",
"risk_score": 35.47,
"confidence": 0.65
} | null | bandwidth_usage | null | null | null | No additional info | Network bandwidth_usage from 118.223.130.46 to 16.37.168.81 No additional info | null | null | null | null | 118.223.130.46 | 16.37.168.81 | null | null | null | null | null | null | null | null | null | null | HTTP | 531,263 | null | null | null |
3b3a71dc-4c57-41c4-b1c5-5b5c291fdfb9 | 2025-01-17T08:02:02 | auth | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|info| desc=Auth failed for quinnjeremiah via MFA from 192.127.193.215 No additional info noise=B00D786E | {
"geo_location": "Ethiopia",
"device_hash": "ce00378311922aa68cac8f359b5b43665fbab957",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/535.9.4 (KHTML, like Gecko) Version/4.1 Safari/535.9.4",
"session_id": "1fdba72e-0e8f-46d8-a609-25afa5adf84e",
"risk_score": 69.74,
"confidence": 0.36
... | quinnjeremiah | failed | null | null | null | No additional info | Auth failed for quinnjeremiah via MFA from 192.127.193.215 No additional info | null | null | null | null | 192.127.193.215 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | 7c:a4:fe:c8:f6:13 |
3c67d4ca-1235-40a6-8425-da9e89bd119f | 2025-01-22T18:46:49 | iot | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|info| desc=IoT device Camera sensor_spoofing No additional info | {
"geo_location": "Ghana",
"device_hash": "f5cee0e087566d5b8402c52a3ad08184",
"user_agent": "Opera/8.81.(Windows NT 5.01; mhr-RU) Presto/2.9.189 Version/12.00",
"session_id": "34619aed-37f5-4d07-8b04-95c7dbea2e7c",
"risk_score": 78.19,
"confidence": 0.39
} | null | sensor_spoofing | null | null | null | No additional info | IoT device Camera sensor_spoofing No additional info | null | Camera | iot-63ff6cb3 | 7.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5569b0b8-da93-4818-9b4b-d498c98dd74d | 2025-06-21T17:06:35 | endpoint | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|low| desc=Endpoint driver_load /phone/know.mp4 by benjamin28 Associated Threat Actor: DarkSide | {
"geo_location": "Nepal",
"device_hash": "64c4ce76f3d2c88a0f0db74f179d81af417f7216d9482f55701fbe18b759b4ca",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 10_3_3 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) CriOS/31.0.850.0 Mobile/42Z733 Safari/533.0",
"session_id": "de29c148-3a48-4d35-b7a5-e2e699b0834... | benjamin28 | driver_load | /phone/know.mp4 | 3,957 | powershell.exe | Associated Threat Actor: DarkSide | Endpoint driver_load /phone/know.mp4 by benjamin28 Associated Threat Actor: DarkSide | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
009573a5-9583-4e62-969e-f1140dfe7053 | 2025-02-07T05:37:13 | auth | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for orobinson via MFA from 24.138.53.133 MITRE Technique: T1059.005 | {
"geo_location": "Australia",
"device_hash": "c98575d7aa2815708da6bcd87ba0c659fe430a86",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Win 9x 4.90; Trident/5.1)",
"session_id": "6308052c-21cb-4efe-9b47-5f34cb87c636",
"risk_score": 50.53,
"confidence": 0.23
} | orobinson | bypass | null | null | null | MITRE Technique: T1059.005 | Auth bypass for orobinson via MFA from 24.138.53.133 MITRE Technique: T1059.005 | null | null | null | null | 24.138.53.133 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | 5a:43:09:8e:ae:f1 |
7f7eccfb-d73f-4d2f-b9a5-1baac89a1630 | 2025-02-12T15:51:43 | network | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|medium| desc=Network covert_channel from 30.22.97.96 to 42.66.244.233 MITRE Technique: T1053.005 | {
"geo_location": "France",
"device_hash": "a34d392ed95ad7b21a16fc2f32a82242",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_4 rv:2.0; ug-CN) AppleWebKit/531.13.2 (KHTML, like Gecko) Version/4.0.2 Safari/531.13.2",
"session_id": "27e3124d-fe37-4924-8118-e3941795f770",
"risk_score": 48.49,
"con... | null | covert_channel | null | null | null | MITRE Technique: T1053.005 | Network covert_channel from 30.22.97.96 to 42.66.244.233 MITRE Technique: T1053.005 | null | null | null | null | 30.22.97.96 | 42.66.244.233 | null | null | null | null | null | null | null | null | null | null | TCP | 446,778 | null | null | null |
12fa24e1-11a1-4b90-8a75-ff86802d4817 | 2025-03-09T16:18:33 | ai | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by beverlyferguson No additional info | {
"geo_location": "Estonia",
"device_hash": "0bd4721c2a73998fd90204cdc36ae62e062f23edb932f706e5977cd8c9da6747",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.2; Trident/5.0)",
"session_id": "6f49866a-ff39-4f63-8da0-b6befb5a55f5",
"risk_score": 54.69,
"confidence": 0.14
} | beverlyferguson | prompt_injection | null | null | null | No additional info | AI system prompt_injection by beverlyferguson No additional info | null | null | null | null | null | null | null | null | null | null | null | model-af083614 | 1bf2a16fa4cc5ac96de7232f9d9a82f01c1f1534 | f0704de8f80e70f7b0440106c1d6e34377b98098db666b6d157113490f37dc3b | null | null | null | null | null | null | null |
0894ca23-f992-4361-b6fd-1c32f1d0e2c6 | 2025-04-08T22:33:32 | network | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|medium| desc=Network protocol_anomaly from 206.141.93.140 to 196.156.244.23 No additional info | {
"geo_location": "Jordan",
"device_hash": "19cdd038562ed067ae52b61f87100c83db0fc218",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/5.1)",
"session_id": "f1ed966c-b666-4e7e-b515-19137bb892cb",
"risk_score": 35.2,
"confidence": 0.27
} | null | protocol_anomaly | null | null | null | No additional info | Network protocol_anomaly from 206.141.93.140 to 196.156.244.23 No additional info | null | null | null | null | 206.141.93.140 | 196.156.244.23 | null | null | null | null | null | null | null | null | null | null | HTTPS | 255,175 | null | null | null |
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