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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
57346e6a-d0a8-42e3-963b-a7072b7b2e43 | 2025-02-18T16:20:52 | ai | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|low| desc=AI system model_access by tammy70 MITRE Technique: T1218.011 | {
"geo_location": "Brazil",
"device_hash": "e4f02c3ed808ff569c49f5729586be08ac946f4b47a07e98b59c1b56ce86c425",
"user_agent": "Opera/9.17.(X11; Linux i686; uk-UA) Presto/2.9.173 Version/12.00",
"session_id": "ff75f17b-4282-4623-85b6-468d77a772c0",
"risk_score": 48.42,
"confidence": 0.48
} | null | null | null | null | null | MITRE Technique: T1218.011 | AI system model_access by tammy70 MITRE Technique: T1218.011 | model_access | null | null | tammy70 | null | null | null | null | null | null | null | null | null | null | null | null | model-427d5621 | 6707b20a262b852307de03daea8ba3e6d2f6d80d | 1ab96839fef27077178cfc4193fbfd88eabbd80f9077012b73ae2afda6335015 | null | null |
013cc831-9449-459e-b2c0-b88b68e3cdb9 | 2025-03-28T12:14:40 | ids_alert | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|critical| desc=Trellix Alert: XSS detected from 167.33.136.51 targeting 184.179.218.198 MITRE Technique: T1566.001 | {
"geo_location": "Svalbard & Jan Mayen Islands",
"device_hash": "f8db088e2793cd9d5573dd1a25fe44e9a8ed49d6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 95; Trident/4.1)",
"session_id": "42680993-3a4d-42cc-a873-d89a655fe907",
"risk_score": 62.52,
"confidence": 0.58
} | 167.33.136.51 | 184.179.218.198 | XSS | SIG-2868 | Policy | MITRE Technique: T1566.001 | Trellix Alert: XSS detected from 167.33.136.51 targeting 184.179.218.198 MITRE Technique: T1566.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1ed3b7aa-8307-4622-a2df-d6315ec1a11c | 2025-06-21T14:04:59 | auth | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|info| desc=Auth failed for megan49 via password from 93.15.45.236 MITRE Technique: T1204.002 | Unconventional IOC: UEFI variable tampering | {
"geo_location": "Saint Lucia",
"device_hash": "12a321122de2374098e1cbd84c60614249d7bf51",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; km-KH) AppleWebKit/535.30.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6535.30.1",
"session_id": "1602e997-b0cb-48b5-b03f-a570bf50876d",
"risk_score": 53.67,
"confidence": 0.17
} | 93.15.45.236 | null | null | null | null | MITRE Technique: T1204.002 | Unconventional IOC: UEFI variable tampering | Auth failed for megan49 via password from 93.15.45.236 MITRE Technique: T1204.002 | Unconventional IOC: UEFI variable tampering | failed | null | null | megan49 | null | null | null | null | null | null | null | null | null | null | password | ea:da:35:e4:6f:44 | null | null | null | null | null |
1ca3ecce-997c-40be-b664-c67302c0b5fa | 2025-06-05T19:22:54 | iot | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|medium| desc=IoT device Medical sensor_spoofing No additional info | {
"geo_location": "Micronesia",
"device_hash": "997f83b33ecd3d871cab1d3288efb47a5a2188869929d76ead39545da131db92",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_9 rv:5.0; lzh-TW) AppleWebKit/534.35.6 (KHTML, like Gecko) Version/5.0 Safari/534.35.6",
"session_id": "49b7084f-b889-49ce-b480-f15de0fc9332",
"risk_score": 22.41,
"confidence": 0.78
} | 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-6e0bfdd2 | 1.6 | null | null | null | null | null | null | null | null | null | null |
1485fe0b-2298-4dbd-8472-8cd861fcd3a3 | 2025-05-20T15:07:24 | ids_alert | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|medium| desc=Carbon Black Alert: AI Model Poisoning detected from 111.51.236.110 targeting N/A No additional info | {
"geo_location": "Bolivia",
"device_hash": "a93d34791e80e8f62fd0ee966700ecb3",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/8457-03-06 11:05:49 Firefox/5.0",
"session_id": "575188b0-fa19-44f3-afb8-1e9101235761",
"risk_score": 60.74,
"confidence": 0.07
} | 111.51.236.110 | N/A | AI Model Poisoning | SIG-6081 | Recon | No additional info | Carbon Black Alert: AI Model Poisoning detected from 111.51.236.110 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 |
6303c884-4376-4ede-a4f9-4115d7ca5fea | 2025-01-12T13:05:43 | ai | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by oashley No additional info | {
"geo_location": "Yemen",
"device_hash": "cc5f7d2628e8f3361731b6707a809df80a299c9b",
"user_agent": "Opera/9.22.(Windows NT 11.0; nb-NO) Presto/2.9.190 Version/12.00",
"session_id": "8157bc72-09dc-4a59-a097-3c4e8f21ad15",
"risk_score": 49.48,
"confidence": 0.63
} | null | null | null | null | null | No additional info | AI system fine_tuning by oashley No additional info | fine_tuning | null | null | oashley | null | null | null | null | null | null | null | null | null | null | null | null | model-b74cf051 | 3cb35cfd1cffbac7f3b2f2dc8a9076f9 | 39814e0990ccb8d28bc1f6c6652d7277fc17fedf5bad5ab2afc97e8201b872c8 | null | null |
06ad9aa8-7aaa-4ed4-a182-c5320d787d19 | 2025-06-06T00:53:10 | ids_alert | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|medium| desc=QRadar Alert: Cloud API Abuse detected from 68.7.28.63 targeting 109.100.174.51 No additional info | {
"geo_location": "Papua New Guinea",
"device_hash": "b56faa69ce0bf3dd74991f1316fe30abbcce1493",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_8_1 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) FxiOS/17.5q5954.0 Mobile/58Z559 Safari/533.1",
"session_id": "a517c0c6-e272-4cce-b98c-90678732689a",
"risk_score": 23.56,
"confidence": 0.05
} | 68.7.28.63 | 109.100.174.51 | Cloud API Abuse | SIG-8739 | Policy | No additional info | QRadar Alert: Cloud API Abuse detected from 68.7.28.63 targeting 109.100.174.51 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
53654138-93dc-401f-9d30-67b01200597e | 2025-04-14T17:40:37 | cloud | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|critical| desc=Cloud shadow_it in AWS by anne55 No additional info | {
"geo_location": "Wallis and Futuna",
"device_hash": "6e5b1d9fe6f617814175abb790695bdb86389e1d",
"user_agent": "Mozilla/5.0 (Windows NT 5.1; aa-ET; rv:1.9.1.20) Gecko/7919-07-20 14:41:01 Firefox/3.8",
"session_id": "55c96613-2be4-485e-b86c-003b0b4141cb",
"risk_score": 57.28,
"confidence": 0.38
} | null | null | null | null | null | No additional info | Cloud shadow_it in AWS by anne55 No additional info | shadow_it | null | null | anne55 | null | null | null | {
"baseline_deviation": 1.36,
"entropy": 2.13,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | AWS | res-31136119 |
db82a92c-360e-487d-beda-0711d1dd9181 | 2025-06-29T14:46:38 | network | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 151.111.98.125 to 43.224.167.32 No additional info | {
"geo_location": "Namibia",
"device_hash": "3d6826dfbdcc7acc403eebbcae9cca0c80df2b7593b4de4c8b84529617f014d5",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; cs-CZ) AppleWebKit/531.12.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6531.12.4",
"session_id": "3d3d8b78-50e3-46d7-843d-b9dff5c79973",
"risk_score": 25.03,
"confidence": 0.9
} | 151.111.98.125 | 43.224.167.32 | null | null | null | No additional info | Network data_exfiltration from 151.111.98.125 to 43.224.167.32 No additional info | data_exfiltration | 99,008 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cf742f71-e51b-4aad-9c04-b7935b4da98a | 2025-06-01T06:34:55 | ai | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by regina70 No additional info | {
"geo_location": "Armenia",
"device_hash": "3df6de9ed80b3f9310484c34e3a730a1",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_4 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) CriOS/39.0.812.0 Mobile/33T468 Safari/535.1",
"session_id": "81910f16-3902-4226-ba79-689bef05d68a",
"risk_score": 0,
"confidence": 0.86
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by regina70 No additional info | training_data_poisoning | null | null | regina70 | null | null | null | null | null | null | null | null | null | null | null | null | model-350bf723 | ada9bf88fb0fa89195010be1c3bae110 | 27a86d843613b3cd4e330fed4db008c9 | null | null |
c5211eb7-b3b5-4f5a-a117-58067320fb2f | 2025-05-23T09:56:27 | ids_alert | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|low| desc=Snort Alert: Container Escape detected from 54.171.202.96 targeting 120.237.226.204 No additional info | {
"geo_location": "North Korea",
"device_hash": "7847695cd25e645cd44781383e733db7cb0129ef841e2f610ad13bbff62fddef",
"user_agent": "Mozilla/5.0 (Android 4.4.4; Mobile; rv:39.0) Gecko/39.0 Firefox/39.0",
"session_id": "c530758e-6753-481c-8ad4-5bbe887ea63c",
"risk_score": 60.81,
"confidence": 0.37
} | 54.171.202.96 | 120.237.226.204 | Container Escape | SIG-4139 | Recon | No additional info | Snort Alert: Container Escape detected from 54.171.202.96 targeting 120.237.226.204 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c9323183-504f-424a-953f-9122fc6e0704 | 2025-03-15T19:11:24 | firewall | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|info| desc=Firewall quarantine HTTPS traffic from 85.249.128.4:451 to 2.148.128.180:622 No additional info noise=S25vd2xlZGdlLg== | {
"geo_location": "Malta",
"device_hash": "dadef6a75f0bad1e0785b3c96ee2b211",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/4594-04-24 19:55:36 Firefox/7.0",
"session_id": "bac5972a-2557-413e-adcb-a21b518993da",
"risk_score": 58.1,
"confidence": 0.96
} | 85.249.128.4 | 2.148.128.180 | null | null | null | No additional info | Firewall quarantine HTTPS traffic from 85.249.128.4:451 to 2.148.128.180:622 No additional info | quarantine | 50,350 | HTTPS | null | null | null | null | null | null | null | null | 451 | 622 | 836 | null | null | null | null | null | null | null |
52c5ace1-1bdd-47dd-b13c-9b2ae607f92e | 2025-02-23T07:01:47 | cloud | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|critical| desc=Cloud shadow_it in AWS by fhall MITRE Technique: T1110.003 | {
"geo_location": "Taiwan",
"device_hash": "4d13c00dde47aa8873e381d2cf4b1162",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/4.0)",
"session_id": "4e09cc0b-65b2-46be-aa3a-f22b98b848d3",
"risk_score": 60.39,
"confidence": 0.27
} | null | null | null | null | null | MITRE Technique: T1110.003 | Cloud shadow_it in AWS by fhall MITRE Technique: T1110.003 | shadow_it | null | null | fhall | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-7aa3c15a |
6e4c3db3-ae39-4360-abc0-b7e045acebf3 | 2025-05-12T06:43:00 | ai | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|info| desc=AI system api_abuse by deborahgrimes No additional info noise=A892BEA6 | {
"geo_location": "Philippines",
"device_hash": "d867bc8fc0d27c85d797694c8fa9883f",
"user_agent": "Mozilla/5.0 (Linux; Android 7.1.1) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/45.0.890.0 Safari/531.0",
"session_id": "6278df29-4928-4ed4-86be-19e8a15003d5",
"risk_score": 29.85,
"confidence": 0.87
} | null | null | null | null | null | No additional info | AI system api_abuse by deborahgrimes No additional info | api_abuse | null | null | deborahgrimes | null | null | null | {
"baseline_deviation": 1.15,
"entropy": 4.06,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | model-c5b20728 | 0f772aa98c14d0d3711934d80cd7b199 | 186f5bbaae012bef907dd02d49fba707ff61dcdd43a7c3d527149ba6b36046c4 | null | null |
58843d25-ab8d-4773-80a5-850d2ba91677 | 2025-03-30T09:41:41 | auth | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for amandajohnson via password from 85.154.230.37 No additional info | {
"geo_location": "Cambodia",
"device_hash": "565036009259fd0bbb56e61d14d0920f",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 9_3_5 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) CriOS/15.0.836.0 Mobile/02Q920 Safari/531.2",
"session_id": "b55efe31-1fe5-4a8b-9bab-c19ba4351f2c",
"risk_score": 37.2,
"confidence": 0.09
} | 85.154.230.37 | null | null | null | null | No additional info | Auth bypass for amandajohnson via password from 85.154.230.37 No additional info | bypass | null | null | amandajohnson | null | null | null | {
"baseline_deviation": 2.07,
"entropy": 7.16,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | password | 96:f9:f3:ae:24:f4 | null | null | null | null | null |
0ceb2878-5d3d-413c-8845-061ad74fc374 | 2025-02-24T08:35:47 | cloud | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in OCI by hayeschristopher No additional info | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "1d96762e8a42f1a8c5ee194407ef2edbc38a568642f9e6b9a96cc3953e0b032d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/3.1)",
"session_id": "3b7db2b5-42d2-4400-a1d9-2a48083115ad",
"risk_score": 67.89,
"confidence": 0.63
} | null | null | null | null | null | No additional info | Cloud lambda_execution in OCI by hayeschristopher No additional info | lambda_execution | null | null | hayeschristopher | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-2c1e60b9 |
9794b264-4200-4e43-978c-97b09f8411e1 | 2025-06-22T03:01:09 | iot | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical side_channel Unconventional IOC: CPU microcode changes | {
"geo_location": "Russia",
"device_hash": "0812cc5882a7581aee9b6f46f8af0dd8",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/52.0.877.0 Safari/532.2",
"session_id": "718ad801-9d83-4f17-97d9-4e81f18a1aef",
"risk_score": 34.57,
"confidence": 0.63
} | null | null | null | null | null | Unconventional IOC: CPU microcode changes | IoT device Medical side_channel Unconventional IOC: CPU microcode changes | side_channel | null | null | null | null | null | null | {
"baseline_deviation": 1.14,
"entropy": 4.55,
"frequency_anomaly": true,
"sequence_anomaly": true
} | Medical | iot-ef974943 | 5.0 | null | null | null | null | null | null | null | null | null | null |
a10b34a3-fbe9-46a9-86bd-74979295c35d | 2025-05-28T09:51:36 | endpoint | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|low| desc=Endpoint persistence_mechanism event by sandra29 No additional info | {
"geo_location": "Canada",
"device_hash": "c42677e90093dbed4db8c103cac977ac2b16ddae69c0ee874b3107428bda662c",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/49.0.827.0 Safari/536.1",
"session_id": "b2f66255-5dbe-46da-a1d1-54275acccfc4",
"risk_score": 51.44,
"confidence": 0.69
} | null | null | null | null | null | No additional info | Endpoint persistence_mechanism event by sandra29 No additional info | persistence_mechanism | null | null | sandra29 | event | 1,921 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c26a1dd0-5f8e-49be-88aa-319013f3b499 | 2024-04-03T00:19:33 | firewall | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop ICMP traffic from 162.204.29.142:14257 to 129.146.141.182:791 No additional info | {
"geo_location": "Mauritius",
"device_hash": "7242ca7272049ea75a79db25754b05cc",
"user_agent": "Opera/9.25.(X11; Linux i686; eu-FR) Presto/2.9.178 Version/12.00",
"session_id": "2623f140-20ba-4317-ab1f-92a44c852f7e",
"risk_score": 39.42,
"confidence": 0.2
} | 162.204.29.142 | 129.146.141.182 | null | null | null | No additional info | Firewall drop ICMP traffic from 162.204.29.142:14257 to 129.146.141.182:791 No additional info | drop | 257,246 | ICMP | null | null | null | null | null | null | null | null | 14,257 | 791 | 3,202 | null | null | null | null | null | null | null |
71e6deb0-3574-4d48-9e2b-72650aae735c | 2025-06-27T17:28:37 | cloud | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|low| desc=Cloud container_escape in AWS by andersendennis Associated Threat Actor: Scattered Spider | Unconventional IOC: ACPI table modifications | {
"geo_location": "Isle of Man",
"device_hash": "f5a2a0b7fa7fb977d88c90abb0cd41e10abc8cb2",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_6; rv:1.9.3.20) Gecko/5254-03-02 13:08:13 Firefox/13.0",
"session_id": "2fe45a94-31a7-4ee0-82c4-f3c9ab6aef81",
"risk_score": 59.01,
"confidence": 0.29
} | null | null | null | null | null | Associated Threat Actor: Scattered Spider | Unconventional IOC: ACPI table modifications | Cloud container_escape in AWS by andersendennis Associated Threat Actor: Scattered Spider | Unconventional IOC: ACPI table modifications | container_escape | null | null | andersendennis | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-8aa2bc55 |
e177d942-6db3-428f-a2d8-803c0149fa90 | 2025-02-02T08:45:44 | ids_alert | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|critical| desc=QRadar Alert: XSS detected from 5.170.209.154 targeting 10.1.221.227 No additional info | {
"geo_location": "North Korea",
"device_hash": "0255f9810e66bd51e58812228923781a355d5923298b967aa3cccf61bfaab975",
"user_agent": "Opera/9.80.(Windows NT 4.0; tig-ER) Presto/2.9.186 Version/11.00",
"session_id": "d3b78c1b-2830-4b09-9ae2-52c52dc58d5c",
"risk_score": 43.79,
"confidence": 0.34
} | 5.170.209.154 | 10.1.221.227 | XSS | SIG-6221 | Policy | No additional info | QRadar Alert: XSS detected from 5.170.209.154 targeting 10.1.221.227 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5d1723a6-212a-4f7d-aed6-a13114b35070 | 2025-06-27T08:56:23 | cloud | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in AWS by adamharper No additional info | {
"geo_location": "Nepal",
"device_hash": "bfd3f20d9724b995c25389fd048c0b026e20eced0f4d98a51ff9c4ea02ff8aa5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/4.1)",
"session_id": "2b7cedf7-3d89-4977-a571-5997c347e12e",
"risk_score": 47.86,
"confidence": 0.09
} | null | null | null | null | null | No additional info | Cloud api_abuse in AWS by adamharper No additional info | api_abuse | null | null | adamharper | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-4cd903b4 |
44f2eb05-3379-4f9d-9951-a8720a3a3a2a | 2025-04-09T08:27:16 | ai | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by sarah75 No additional info | {
"geo_location": "Syrian Arab Republic",
"device_hash": "66ad35accbcfbb2633b86f6120faca8fabad0d32",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_0) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/18.0.832.0 Safari/533.2",
"session_id": "f1d196d1-4e8d-4c5b-854f-fbe1d26855a6",
"risk_score": 45.31,
"confidence": 0.27
} | null | null | null | null | null | No additional info | AI system membership_inference by sarah75 No additional info | membership_inference | null | null | sarah75 | null | null | null | {
"baseline_deviation": 2.55,
"entropy": 6.33,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | model-2d41120f | 3d31b32426bfd55868e5ccd5b4c88161 | e1f5b8d04472e9556f533dc19039f3e9405dee9674c55b9d3cef1a2ffe82c39a | null | null |
755b7618-aa9a-49e6-8ed5-eab994bb7bb2 | 2025-02-26T16:38:25 | network | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 102.83.75.7 to 114.179.81.95 MITRE Technique: T1204.002 | Associated Threat Actor: Cobalt Group noise=RnJvbnQu | {
"geo_location": "Isle of Man",
"device_hash": "b13eb05ce11dc55c50ba96173dbe1a3939861613",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_1 rv:6.0; ve-ZA) AppleWebKit/532.31.3 (KHTML, like Gecko) Version/5.0.2 Safari/532.31.3",
"session_id": "3ca3df57-d474-45f6-82fe-b184423bdf90",
"risk_score": 48.58,
"confidence": 0.81
} | 102.83.75.7 | 114.179.81.95 | null | null | null | MITRE Technique: T1204.002 | Associated Threat Actor: Cobalt Group | Network latency_spike from 102.83.75.7 to 114.179.81.95 MITRE Technique: T1204.002 | Associated Threat Actor: Cobalt Group | latency_spike | 734,981 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c6b9257a-5dd1-4c7a-8488-48721dbd490c | 2025-05-05T19:49:58 | iot | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|medium| desc=IoT device HVAC protocol_violation No additional info | {
"geo_location": "Moldova",
"device_hash": "c7bc8c2c1f2ab5ba285a23f3df29b354d306ff84",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/532.18.4 (KHTML, like Gecko) Version/5.1 Safari/532.18.4",
"session_id": "bd7aa351-b283-414a-bbb5-009d80287b6c",
"risk_score": 15.93,
"confidence": 0.06
} | null | null | null | null | null | No additional info | IoT device HVAC protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | null | HVAC | iot-099fa18d | 9.0 | null | null | null | null | null | null | null | null | null | null |
f36cebc0-b406-4bdb-a714-3e97d784e348 | 2025-03-12T13:44:06 | ai | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|high| desc=AI system adversarial_input by kelsey45 MITRE Technique: T1204.002 | Associated Threat Actor: APT37 | {
"geo_location": "Niue",
"device_hash": "d31c2c05b4c9b7ad9aacef62d8ee7229",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; ka-GE; rv:1.9.0.20) Gecko/8622-05-17 03:46:25 Firefox/3.6.17",
"session_id": "681f1276-ff05-421e-ae67-674a71234a90",
"risk_score": 34.53,
"confidence": 1
} | null | null | null | null | null | MITRE Technique: T1204.002 | Associated Threat Actor: APT37 | AI system adversarial_input by kelsey45 MITRE Technique: T1204.002 | Associated Threat Actor: APT37 | adversarial_input | null | null | kelsey45 | null | null | null | null | null | null | null | null | null | null | null | null | model-7cd02aaa | 62cde077c2da1039cbb3077d722abafd381bd87b | d4486ad04dcfe700c9aab9c788c1aba0 | null | null |
6ca75cf7-f978-4130-9f86-429722e321e4 | 2025-02-20T18:56:28 | auth | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|low| desc=Auth challenge for ili via SAML from 209.177.237.142 No additional info | {
"geo_location": "Burundi",
"device_hash": "24f314467e5f68fb5e3db0944c292401353a04a0547b30af6d210a6f612aba07",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/535.12.4 (KHTML, like Gecko) Version/5.0.1 Safari/535.12.4",
"session_id": "f2b2b792-2e83-4766-bce7-b84ac3d1f082",
"risk_score": 45.15,
"confidence": 0.64
} | 209.177.237.142 | null | null | null | null | No additional info | Auth challenge for ili via SAML from 209.177.237.142 No additional info | challenge | null | null | ili | null | null | null | null | null | null | null | null | null | null | SAML | e5:2e:32:38:51:5e | null | null | null | null | null |
7c1f7843-402a-426e-87e7-f0527744c0f7 | 2025-06-22T20:10:59 | ai | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|high| desc=AI system model_access by brittanywilliams No additional info noise=wp-content/tag/app | {
"geo_location": "Saint Barthelemy",
"device_hash": "a1ff4d7b8d8aeb2f378cfd7818af81252c2390a1",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_5 rv:3.0; bo-CN) AppleWebKit/533.45.1 (KHTML, like Gecko) Version/4.0.5 Safari/533.45.1",
"session_id": "3a733292-7e15-430c-b99a-732d1b9e9cc3",
"risk_score": 61.06,
"confidence": 0.62
} | null | null | null | null | null | No additional info | AI system model_access by brittanywilliams No additional info | model_access | null | null | brittanywilliams | null | null | null | null | null | null | null | null | null | null | null | null | model-338d2f87 | 598291d1d21256ac5641b5bdf1805830 | 915b34901a1b5231860e0847758dcf5511dda811d0bc623b9f305f8bd5b09e86 | null | null |
184fcc4d-81d9-46b9-a8bb-787e12cc9c96 | 2025-01-22T06:22:15 | iot | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device Camera side_channel No additional info | {
"geo_location": "Montserrat",
"device_hash": "9b1937cc2c484eb7de66b7b27cfe98ec20b3d1d151ebf00a2e587464331febd1",
"user_agent": "Opera/9.18.(X11; Linux i686; gl-ES) Presto/2.9.165 Version/10.00",
"session_id": "b255374f-546a-4f46-95b0-be94adcf198b",
"risk_score": 37.96,
"confidence": 0.77
} | null | null | null | null | null | No additional info | IoT device Camera side_channel No additional info | side_channel | null | null | null | null | null | null | null | Camera | iot-811a6fe6 | 3.6 | null | null | null | null | null | null | null | null | null | null |
6f291b51-bacf-4680-b5bc-412b596a4253 | 2025-03-27T15:52:14 | 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 10.10.11.53 targeting N/A MITRE Technique: T1053.005 | {
"geo_location": "Pitcairn Islands",
"device_hash": "6e68a53d86561f1d322fa4f72a9a0a0a17a2228f0afc11a8dbb9ace839fd3179",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.2; Trident/4.1)",
"session_id": "22d40c64-3af4-4dff-a6db-62d319a9e1ab",
"risk_score": 49.89,
"confidence": 0.24
} | 10.10.11.53 | N/A | ICS Attack | SIG-5005 | Policy | MITRE Technique: T1053.005 | LogRhythm Alert: ICS Attack detected from 10.10.11.53 targeting N/A MITRE Technique: T1053.005 | null | null | null | null | null | null | null | {
"baseline_deviation": 1.53,
"entropy": 4.77,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
82ace5d1-f840-4b05-b922-c9284d36c439 | 2025-01-12T22:01:16 | iot | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC firmware_update Associated Threat Actor: APT29 | {
"geo_location": "Australia",
"device_hash": "d0bf30ad055fe71b79e5ffce28f5b312",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Trident/5.0)",
"session_id": "dd6f34db-be22-49ab-9a35-8ffc2a7dd072",
"risk_score": 71.82,
"confidence": 0.26
} | null | null | null | null | null | Associated Threat Actor: APT29 | IoT device HVAC firmware_update Associated Threat Actor: APT29 | firmware_update | null | null | null | null | null | null | null | HVAC | iot-b6ddd502 | 4.5 | null | null | null | null | null | null | null | null | null | null |
c94a807c-1b0e-43e7-9558-47acc0b1f4fc | 2022-09-06T13:49:28 | iot | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|high| desc=IoT device Medical firmware_update No additional info | {
"geo_location": "Tanzania",
"device_hash": "35ca2a1c721b7d5d4874542c9550260e",
"user_agent": "Mozilla/5.0 (Windows NT 11.0; bho-IN; rv:1.9.2.20) Gecko/7743-09-22 18:22:53 Firefox/3.6.8",
"session_id": "898a261d-f5c8-43b6-b421-28e0354a7289",
"risk_score": 49.98,
"confidence": 0.68
} | 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-6b800f2b | 8.6 | null | null | null | null | null | null | null | null | null | null |
c9d0e6f3-01c0-4a8c-bf7a-48ae11df4eac | 2025-05-15T08:27:10 | endpoint | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|medium| desc=Endpoint scheduled_task /pretty/foreign.html by collinsjennifer No additional info | {
"geo_location": "Cameroon",
"device_hash": "68e2d2faeb5aebd467b4e89054cea42eec07b7cde9c941389ccdb6e9cfcf2410",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/57.0.817.0 Safari/532.0",
"session_id": "dfde3ec3-e05b-4e12-8b26-4e7d22e7f83a",
"risk_score": 100,
"confidence": 0.67
} | null | null | null | null | null | No additional info | Endpoint scheduled_task /pretty/foreign.html by collinsjennifer No additional info | scheduled_task | null | null | collinsjennifer | /pretty/foreign.html | 121 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1372efec-8bc2-4abb-8067-7732ad60ecb3 | 2025-01-22T13:54:12 | endpoint | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access /upon/should.pptx by jmclaughlin Associated Threat Actor: APT29 | {
"geo_location": "Samoa",
"device_hash": "7b5f55cc2b31b6da5e90620b37d807c0",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_3; rv:1.9.5.20) Gecko/5427-07-04 17:38:36 Firefox/3.6.12",
"session_id": "e3a6908a-521f-495f-8542-817e54d40e7c",
"risk_score": 36.07,
"confidence": 0.17
} | null | null | null | null | null | Associated Threat Actor: APT29 | Endpoint file_access /upon/should.pptx by jmclaughlin Associated Threat Actor: APT29 | file_access | null | null | jmclaughlin | /upon/should.pptx | 8,467 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4228e7a4-dea0-441d-9266-0ea65429e0d9 | 2025-05-10T22:13:56 | cloud | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in GCP by ashley73 MITRE Technique: T1059.005 | {
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "29078ab3635b15ba766f042454f3574bc1dbac14b7856bbf96a7594315b186c4",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; ca-ES) AppleWebKit/534.31.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B117 Safari/6534.31.1",
"session_id": "514f8a7b-c612-45a0-a49d-cb192fd81007",
"risk_score": 78.63,
"confidence": 0.66
} | null | null | null | null | null | MITRE Technique: T1059.005 | Cloud instance_creation in GCP by ashley73 MITRE Technique: T1059.005 | instance_creation | null | null | ashley73 | null | null | null | {
"baseline_deviation": 1.42,
"entropy": 3.07,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | GCP | res-c1e45fbc |
85a52d6d-1af5-4cec-bc60-a44e6a9ab03e | 2025-03-15T19:26:21 | network | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 103.192.160.80 to 117.168.3.116 No additional info | {
"geo_location": "Cayman Islands",
"device_hash": "7a250b7ff52c99d5e9ff8a7a997ab75e",
"user_agent": "Opera/9.74.(X11; Linux x86_64; quz-PE) Presto/2.9.162 Version/11.00",
"session_id": "5e27753e-5300-4347-8b16-24ac7124b7b4",
"risk_score": 39.44,
"confidence": 0.73
} | 103.192.160.80 | 117.168.3.116 | null | null | null | No additional info | Network latency_spike from 103.192.160.80 to 117.168.3.116 No additional info | latency_spike | 903,809 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
85417900-6e36-47ba-970b-5a22b66f36db | 2025-06-15T23:00:45 | iot | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor physical_tamper No additional info noise=UmVjb2duaXplLg== | {
"geo_location": "Comoros",
"device_hash": "d9a07967a1224b0060124a238869bb1d36ec2de7b3099d2258573eec97216a3c",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/40.0.887.0 Safari/535.1",
"session_id": "e688b949-01df-4da5-a1d1-9ed1f65277ae",
"risk_score": 54.11,
"confidence": 0.76
} | null | null | null | null | null | No additional info | IoT device Sensor physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Sensor | iot-0f597f1b | 2.3 | null | null | null | null | null | null | null | null | null | null |
e3ec315d-d8f5-464d-98a5-01679d6e416c | 2025-06-04T05:00:16 | firewall | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only HTTP traffic from 57.50.36.28:974 to 126.92.87.83:267 No additional info | {
"geo_location": "El Salvador",
"device_hash": "de19c4873c1f0aede57fd31cbf46d9e31553530559c326ed03a33f4eba61d57c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/4.1)",
"session_id": "35acc365-14d2-4527-9073-5201681b5ac2",
"risk_score": 55.42,
"confidence": 0.27
} | 57.50.36.28 | 126.92.87.83 | null | null | null | No additional info | Firewall log-only HTTP traffic from 57.50.36.28:974 to 126.92.87.83:267 No additional info | log-only | 315,248 | HTTP | null | null | null | null | null | null | null | null | 974 | 267 | 1,143 | null | null | null | null | null | null | null |
5c0500ed-02fd-410c-8618-072488f426da | 2025-04-17T09:12:52 | network | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|info| desc=Network bandwidth_usage from 151.50.219.55 to 120.58.27.153 No additional info | {
"geo_location": "Uganda",
"device_hash": "517909cf6e09953df27074a4ea3260df",
"user_agent": "Opera/9.88.(Windows 95; cs-CZ) Presto/2.9.167 Version/12.00",
"session_id": "8d7a9d54-11a6-4b2c-9aab-099a0d8a1556",
"risk_score": 28.22,
"confidence": 0.99
} | 151.50.219.55 | 120.58.27.153 | null | null | null | No additional info | Network bandwidth_usage from 151.50.219.55 to 120.58.27.153 No additional info | bandwidth_usage | 968,458 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
076e68ea-4886-4370-896e-8e889eb1376b | 2025-06-14T12:09:26 | endpoint | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint memory_injection /son/image.bmp by beasleyrobert MITRE Technique: T1059.005 | {
"geo_location": "Suriname",
"device_hash": "0a97e2e48d9abc6c001f6ed9d625e604f7a254f5",
"user_agent": "Opera/8.17.(Windows 98; kk-KZ) Presto/2.9.177 Version/12.00",
"session_id": "7a908222-ac05-4c1f-9256-79f7c7446e39",
"risk_score": 75.97,
"confidence": 0.38
} | null | null | null | null | null | MITRE Technique: T1059.005 | Endpoint memory_injection /son/image.bmp by beasleyrobert MITRE Technique: T1059.005 | memory_injection | null | null | beasleyrobert | /son/image.bmp | 6,028 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d23f34f3-3932-4ddf-9c13-7dda93229a44 | 2025-04-26T04:00:08 | auth | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth locked for ramirezandrea via MFA from 174.8.102.14 No additional info | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "97d1bfb097be24e1724961ebfe2588fcd9d9318c",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/30.0.858.0 Safari/534.1",
"session_id": "731735d3-ee5b-4a85-8684-296fbebd2919",
"risk_score": 62.45,
"confidence": 0.96
} | 174.8.102.14 | null | null | null | null | No additional info | Auth locked for ramirezandrea via MFA from 174.8.102.14 No additional info | locked | null | null | ramirezandrea | null | null | null | null | null | null | null | null | null | null | MFA | bc:6d:fc:3c:5c:8a | null | null | null | null | null |
eeff3b35-b0dc-4a38-a7e7-c53438d86888 | 2025-06-06T23:28:45 | ai | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|low| desc=AI system adversarial_input by tammymurphy No additional info | {
"geo_location": "San Marino",
"device_hash": "18c14848a283732d191d52fe13ac7b94",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/59.0.883.0 Safari/533.2",
"session_id": "cb8b3dd7-20ba-4f21-aa48-37509b5effac",
"risk_score": 68.62,
"confidence": 0.17
} | null | null | null | null | null | No additional info | AI system adversarial_input by tammymurphy No additional info | adversarial_input | null | null | tammymurphy | null | null | null | null | null | null | null | null | null | null | null | null | model-2378e7a7 | 57ebfffca60f96a3a24c1f5fa5c23bd6 | 4fbcc407edba43406243c3acf0422132ff2e84f4fa3e94534a8b48eb32eaaa2d | null | null |
67391141-5c85-4680-a59b-7f4013d6d0b7 | 2025-05-06T14:21:20 | iot | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera physical_tamper MITRE Technique: T1547.001 | {
"geo_location": "Cambodia",
"device_hash": "19daeb46552695a4b7f6b238fe5994bdcf591933",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_8_1; rv:1.9.6.20) Gecko/3562-11-12 12:43:41 Firefox/3.8",
"session_id": "31b79e65-650f-4ee0-b90d-681471dad441",
"risk_score": 66.52,
"confidence": 0.88
} | null | null | null | null | null | MITRE Technique: T1547.001 | IoT device Camera physical_tamper MITRE Technique: T1547.001 | physical_tamper | null | null | null | null | null | null | null | Camera | iot-5e3c3f03 | 6.1 | null | null | null | null | null | null | null | null | null | null |
c24aad28-907c-4d41-96bb-7318160f8bd5 | 2025-06-13T12:30:39 | auth | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|low| desc=Auth failed for harveymax via key from 21.157.7.130 MITRE Technique: T1059.005 noise=father|ever|me | {
"geo_location": "Malta",
"device_hash": "1461bed59075a8de8728df208c8a8ada",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/5.1)",
"session_id": "2fdd1f69-25ac-4c34-a601-576e765c9c08",
"risk_score": 13.48,
"confidence": 0.67
} | 21.157.7.130 | null | null | null | null | MITRE Technique: T1059.005 | Auth failed for harveymax via key from 21.157.7.130 MITRE Technique: T1059.005 | failed | null | null | harveymax | null | null | null | null | null | null | null | null | null | null | key | aa:e5:a7:9f:94:9c | null | null | null | null | null |
00960e19-a1b0-40cb-afb3-b1b6db595cee | 2025-04-20T08:52:37 | ids_alert | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|medium| desc=OSSEC Alert: Fileless Attack detected from 24.38.46.126 targeting 78.117.165.25 MITRE Technique: T1110.003 noise=current|avoid|religious | {
"geo_location": "Montserrat",
"device_hash": "bdd467c6c4e58f4d857f24ecfdee7d8f4e483e961d3149ba4074e14bea63b250",
"user_agent": "Opera/8.99.(Windows NT 6.2; fi-FI) Presto/2.9.164 Version/10.00",
"session_id": "b037f3e6-2245-4168-bbcb-9ed64464ae90",
"risk_score": 89.21,
"confidence": 0.55
} | 24.38.46.126 | 78.117.165.25 | Fileless Attack | SIG-7230 | Malware | MITRE Technique: T1110.003 | OSSEC Alert: Fileless Attack detected from 24.38.46.126 targeting 78.117.165.25 MITRE Technique: T1110.003 | null | null | null | null | null | null | null | {
"baseline_deviation": 2.76,
"entropy": 5.17,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
c38de011-4e15-4c73-9eb7-8a10e74f63d4 | 2023-04-18T07:59:58 | iot | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC side_channel Associated Threat Actor: APT35 | {
"geo_location": "Denmark",
"device_hash": "60b128ab0975588724f89ce00f2116f8202e5e85934c9a81cd6e3999177d8a34",
"user_agent": "Mozilla/5.0 (Linux; Android 4.0.1) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/25.0.812.0 Safari/532.0",
"session_id": "448d207f-9372-4565-99ee-bb4bd351baf5",
"risk_score": 66.03,
"confidence": 0.66
} | null | null | null | null | null | Associated Threat Actor: APT35 | IoT device HVAC side_channel Associated Threat Actor: APT35 | side_channel | null | null | null | null | null | null | null | HVAC | iot-dcd5a5b8 | 1.8 | null | null | null | null | null | null | null | null | null | null |
cc05481d-211d-4248-a24b-272b706083af | 2025-07-08T13:04:32 | auth | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for charles13 via passwordless from 207.44.218.68 MITRE Technique: T1078.004 | {
"geo_location": "Thailand",
"device_hash": "9b2a3d2a47ffd1fd92d885c68dda38c8dbaed017",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.2; Trident/4.1)",
"session_id": "7f91fa45-f1dc-4d80-ad71-c717757bf724",
"risk_score": 75.49,
"confidence": 0.27
} | 207.44.218.68 | null | null | null | null | MITRE Technique: T1078.004 | Auth timeout for charles13 via passwordless from 207.44.218.68 MITRE Technique: T1078.004 | timeout | null | null | charles13 | null | null | null | null | null | null | null | null | null | null | passwordless | ce:73:db:74:f0:70 | null | null | null | null | null |
3ce37a4d-6f19-429d-9b2f-2e6fd15870bd | 2025-06-26T21:01:17 | ids_alert | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|medium| desc=Snort Alert: Zero-Day Exploit detected from 10.134.74.105 targeting 87.188.169.203 No additional info noise=tags | {
"geo_location": "Argentina",
"device_hash": "f41fbe9fd0013079679a7e59ea10afbb51bd08e1",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_4_4 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/15.8h5665.0 Mobile/32E794 Safari/536.0",
"session_id": "ffbefa9f-33ac-4c98-91c7-94ee19d7dc7b",
"risk_score": 57.99,
"confidence": 0.11
} | 10.134.74.105 | 87.188.169.203 | Zero-Day Exploit | SIG-4428 | Malware | No additional info | Snort Alert: Zero-Day Exploit detected from 10.134.74.105 targeting 87.188.169.203 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bb51d574-ea88-4e2f-a267-d1e6a8b21918 | 2025-06-26T10:49:40 | iot | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|high| desc=IoT device Medical protocol_violation No additional info | {
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "921acbffe0be61579e63e66c6ee3272bfa6a60d3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.0; Trident/3.0)",
"session_id": "a2871c99-4812-4593-8473-161b64b14ff0",
"risk_score": 48.89,
"confidence": 0.38
} | null | null | null | null | null | No additional info | IoT device Medical protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | null | Medical | iot-b1d90f36 | 2.5 | null | null | null | null | null | null | null | null | null | null |
2bc80529-8d78-4c34-ab04-22ab5972b14d | 2029-05-19T01:15:36 | endpoint | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint memory_injection issue by pamela05 No additional info | {
"geo_location": "Estonia",
"device_hash": "1e4e4ba3f57bf8e14965670df19bb6ca8871528f",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_8 rv:3.0; br-FR) AppleWebKit/531.13.2 (KHTML, like Gecko) Version/5.0.1 Safari/531.13.2",
"session_id": "30577f6a-9141-4512-a36c-18142369758a",
"risk_score": 48.64,
"confidence": 0.5
} | null | null | null | null | null | No additional info | Endpoint memory_injection issue by pamela05 No additional info | memory_injection | null | null | pamela05 | issue | 7,314 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c5e55f91-2c73-4ff0-91bc-d7b833b7b431 | 2025-04-09T05:03:36 | network | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|critical| desc=Network protocol_anomaly from 201.196.229.163 to 160.6.14.175 No additional info | {
"geo_location": "Bangladesh",
"device_hash": "2ed511cc3e925127c431f0c0390cb37f159b3c07",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_4_4 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) CriOS/19.0.822.0 Mobile/73H015 Safari/535.1",
"session_id": "3bbca43f-f3d9-4bdc-9f37-45472b6abcef",
"risk_score": 82.48,
"confidence": 0.98
} | 201.196.229.163 | 160.6.14.175 | null | null | null | No additional info | Network protocol_anomaly from 201.196.229.163 to 160.6.14.175 No additional info | protocol_anomaly | 110,423 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e7e3e9ce-20fb-436a-8eb9-6ac52ca0d2f0 | 2025-04-04T22:04:30 | network | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|info| desc=Network latency_spike from 215.174.186.139 to 57.23.250.100 No additional info | {
"geo_location": "Netherlands Antilles",
"device_hash": "a6dfd24c6d92610f570bf9f8706ba213",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_3 rv:4.0; ms-MY) AppleWebKit/531.19.2 (KHTML, like Gecko) Version/4.0.3 Safari/531.19.2",
"session_id": "a7217313-7f76-4799-a21c-f9f0c61af2e3",
"risk_score": 61.3,
"confidence": 0.93
} | 215.174.186.139 | 57.23.250.100 | null | null | null | No additional info | Network latency_spike from 215.174.186.139 to 57.23.250.100 No additional info | latency_spike | 410,641 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b342415b-4028-49ba-a2f1-f3acf6ff6d5b | 2025-05-02T11:04:04 | firewall | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|critical| desc=Firewall inspect ICMP traffic from 84.247.44.211:464 to 55.242.15.75:173 No additional info | {
"geo_location": "Western Sahara",
"device_hash": "e39ff7abb4dab2250d6b23f0f3e87a0c9aad99cdff978f34ca8804e5062705b3",
"user_agent": "Mozilla/5.0 (Android 4.0; Mobile; rv:47.0) Gecko/47.0 Firefox/47.0",
"session_id": "04f14864-6e1b-4bdf-8cb2-e214d1af5876",
"risk_score": 79,
"confidence": 0.53
} | 84.247.44.211 | 55.242.15.75 | null | null | null | No additional info | Firewall inspect ICMP traffic from 84.247.44.211:464 to 55.242.15.75:173 No additional info | inspect | 504,485 | ICMP | null | null | null | null | null | null | null | null | 464 | 173 | 1,645 | null | null | null | null | null | null | null |
1b8b2edb-92e5-4a00-b93e-063346a995d1 | 2025-02-27T01:36:08 | cloud | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|low| desc=Cloud shadow_it in AWS by margaretrios No additional info | {
"geo_location": "Saint Vincent and the Grenadines",
"device_hash": "0885c11bf3633eed12ab4226edeaa8fd22a0e1f82497c68ea9e1677a09e874db",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/14.0.812.0 Safari/534.2",
"session_id": "a4d9b92e-da32-4edb-88e5-68e06a8536a8",
"risk_score": 20.58,
"confidence": 0.49
} | null | null | null | null | null | No additional info | Cloud shadow_it in AWS by margaretrios No additional info | shadow_it | null | null | margaretrios | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-122c68d0 |
5a176d42-6a66-4ff2-b835-a2b1ba6927dc | 2025-02-07T04:37:15 | ids_alert | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|medium| desc=Trellix Alert: Credential Stuffing detected from 11.43.90.120 targeting 10.33.244.48 No additional info | {
"geo_location": "Namibia",
"device_hash": "be4b32baa1853ea159c1632c65735676",
"user_agent": "Mozilla/5.0 (Windows NT 5.1; be-BY; rv:1.9.0.20) Gecko/5872-05-13 00:27:54 Firefox/3.8",
"session_id": "89a5e409-f078-4c9c-9f34-1fc68cc82e00",
"risk_score": 26.35,
"confidence": 0.85
} | 11.43.90.120 | 10.33.244.48 | Credential Stuffing | SIG-4971 | Malware | No additional info | Trellix Alert: Credential Stuffing detected from 11.43.90.120 targeting 10.33.244.48 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d748710d-775a-441e-88ef-d600793c997b | 2025-06-22T21:12:47 | 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: Cloud API Abuse detected from 196.182.218.68 targeting 10.194.254.61 No additional info | {
"geo_location": "Qatar",
"device_hash": "a4a52d65ffd8698c4c79204d0318fae0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/4.1)",
"session_id": "33e325ab-e65b-4a14-b757-f66bd8927203",
"risk_score": 77.55,
"confidence": 0.22
} | 196.182.218.68 | 10.194.254.61 | Cloud API Abuse | SIG-1404 | Evasion | No additional info | Elastic SIEM Alert: Cloud API Abuse detected from 196.182.218.68 targeting 10.194.254.61 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9b414450-3b68-4735-a5e0-b59c76563b9b | 2025-06-14T09:27:24 | ids_alert | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|medium| desc=ArcSight Alert: Zero-Day Exploit detected from 10.41.239.255 targeting N/A No additional info | {
"geo_location": "Chad",
"device_hash": "7c83ef9c596e2897aad5a97f5f417b2b2264e6af",
"user_agent": "Opera/9.37.(Windows NT 11.0; vi-VN) Presto/2.9.162 Version/12.00",
"session_id": "a338112a-a54b-4cf7-a12f-920d1ab632e6",
"risk_score": 81.12,
"confidence": 0.01
} | 10.41.239.255 | N/A | Zero-Day Exploit | SIG-6311 | Policy | No additional info | ArcSight Alert: Zero-Day Exploit detected from 10.41.239.255 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 |
782f2c4d-c53c-4389-a90b-6103d4c31ca5 | 2025-01-27T16:37:53 | endpoint | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint driver_load /structure/seem.avi by morrischris MITRE Technique: T1059.005 | Associated Threat Actor: DarkSide | {
"geo_location": "Holy See (Vatican City State)",
"device_hash": "4b71f5c38cd9b78405d46e394067c49b6eb314df0e9534075442c734eb18bc86",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/534.22.1 (KHTML, like Gecko) Version/4.0 Safari/534.22.1",
"session_id": "dc655001-3dd2-44a3-ab87-56f402fbdf5b",
"risk_score": 64.36,
"confidence": 0.23
} | null | null | null | null | null | MITRE Technique: T1059.005 | Associated Threat Actor: DarkSide | Endpoint driver_load /structure/seem.avi by morrischris MITRE Technique: T1059.005 | Associated Threat Actor: DarkSide | driver_load | null | null | morrischris | /structure/seem.avi | 7,589 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e63bc8f6-9c08-4aa7-a92d-782a54cc7479 | 2025-04-20T23:44:21 | cloud | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|low| desc=Cloud shadow_it in Azure by mark69 Associated Threat Actor: APT41 noise=list | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "313b4ac1991b4671f79473bf487d5b835f6df121",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/3.1)",
"session_id": "a9ab50ce-9923-4ce6-b3d1-fbc7118c6673",
"risk_score": 78.39,
"confidence": 0.68
} | null | null | null | null | null | Associated Threat Actor: APT41 | Cloud shadow_it in Azure by mark69 Associated Threat Actor: APT41 | shadow_it | null | null | mark69 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-4e600ca8 |
880e857d-703b-42cf-ad7f-5c975376e1f5 | 2021-02-08T09:54:09 | cloud | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|critical| desc=Cloud permission_escalation in Azure by lindseysims MITRE Technique: T1110.003 | {
"geo_location": "Panama",
"device_hash": "f62741b3242d45628bc7979218895c00ad930beae6ad752954aaf5047d6d9dee",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; km-KH) AppleWebKit/531.45.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6531.45.6",
"session_id": "d007ad73-ff2a-4dcb-aeeb-5812d932992d",
"risk_score": 8.36,
"confidence": 0.93
} | null | null | null | null | null | MITRE Technique: T1110.003 | Cloud permission_escalation in Azure by lindseysims MITRE Technique: T1110.003 | permission_escalation | null | null | lindseysims | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-16672594 |
f32b7a4c-951c-4549-aa2e-8bc447d03074 | 2025-03-06T23:35:52 | network | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|low| desc=Network disconnection from 181.92.117.13 to 90.219.183.217 No additional info | {
"geo_location": "Bahamas",
"device_hash": "ed8a63521cbd89c2d5b642f877a24d06",
"user_agent": "Opera/8.27.(Windows 98; mk-MK) Presto/2.9.168 Version/10.00",
"session_id": "329a708c-e9cb-49a9-bc7b-4308f92ca202",
"risk_score": 38.25,
"confidence": 1
} | 181.92.117.13 | 90.219.183.217 | null | null | null | No additional info | Network disconnection from 181.92.117.13 to 90.219.183.217 No additional info | disconnection | 972,979 | HTTP | null | null | null | null | {
"baseline_deviation": 2.37,
"entropy": 7.32,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
ec066a27-94ed-41e8-bf02-d7eb0bca4018 | 2025-02-18T06:31:14 | iot | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC side_channel MITRE Technique: T1218.011 | {
"geo_location": "Ghana",
"device_hash": "1074f85a2f3d6689b0d7eeba9976e9ae8177ffc5",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/533.33.2 (KHTML, like Gecko) Version/4.1 Safari/533.33.2",
"session_id": "c69cea6f-3835-40d7-9f7d-ce1c138c8272",
"risk_score": 36.98,
"confidence": 0.98
} | null | null | null | null | null | MITRE Technique: T1218.011 | IoT device HVAC side_channel MITRE Technique: T1218.011 | side_channel | null | null | null | null | null | null | null | HVAC | iot-37cc571e | 2.6 | null | null | null | null | null | null | null | null | null | null |
16963cb3-ce2f-4b60-b2dd-97010ab4c1bc | 2025-01-15T16:30:20 | endpoint | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|high| desc=Endpoint service_install cut by nguzman No additional info noise=blog/blog/blog | {
"geo_location": "Papua New Guinea",
"device_hash": "d3f8df253d2760c7a1c478b2df1e75b25ec0ffaf64e1ffcf819b4e9ecd950a28",
"user_agent": "Opera/9.17.(X11; Linux i686; sat-IN) Presto/2.9.176 Version/12.00",
"session_id": "8fbbcff1-2ec3-46d0-885b-4dd669e52255",
"risk_score": 29.02,
"confidence": 0.71
} | null | null | null | null | null | No additional info | Endpoint service_install cut by nguzman No additional info | service_install | null | null | nguzman | cut | 3,695 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
49fe1f1a-9ec9-4dfd-810b-36c6bb46d1b7 | 2025-03-18T02:03:02 | ai | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|low| desc=AI system model_access by davisamanda No additional info | {
"geo_location": "Singapore",
"device_hash": "b62ee44ce2625e86752e4c8098f1cd79744959db52317ac2a39dc6596164d9d8",
"user_agent": "Opera/9.36.(Windows NT 6.1; apn-IN) Presto/2.9.180 Version/10.00",
"session_id": "9fb70df8-5cbb-4f57-98f4-bffe4a02aae4",
"risk_score": 0,
"confidence": 0.98
} | null | null | null | null | null | No additional info | AI system model_access by davisamanda No additional info | model_access | null | null | davisamanda | null | null | null | null | null | null | null | null | null | null | null | null | model-4000c3e0 | f52f683fd72a9fc8320a7c5aa4fae538 | 0641c282a71ac3dd4d67b3aac04eec3bdabc747e | null | null |
a429af84-5cef-4f69-876a-8b88b9604a9e | 2025-03-28T08:46:33 | ai | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|critical| desc=AI system model_access by teresa21 No additional info noise=E8C9E14E | {
"geo_location": "Chad",
"device_hash": "bb150a076340187556eea327cb888ad4e0657e59",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; cv-RU) AppleWebKit/535.44.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B117 Safari/6535.44.3",
"session_id": "c0bb54e9-31b7-47f6-8c27-954aa55e5538",
"risk_score": 71.61,
"confidence": 0.83
} | null | null | null | null | null | No additional info | AI system model_access by teresa21 No additional info | model_access | null | null | teresa21 | null | null | null | null | null | null | null | null | null | null | null | null | model-d8fd0359 | 2bdd8aa807b1e81d947b78cd866ac8c07d7014beb71fe621e73c4750bb7ba0a9 | e98a3d1e399569065fc1452de1c0019e | null | null |
82a7ff59-22fc-4652-8f7f-1b08a5cdbd2c | 2025-05-04T14:25:27 | endpoint | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint process_stop church by lesliebridges No additional info | {
"geo_location": "Malaysia",
"device_hash": "39e5b729eee795f33bf9f0068c9d48972d5d6e7f",
"user_agent": "Opera/8.89.(Windows NT 5.01; os-RU) Presto/2.9.170 Version/12.00",
"session_id": "bc1c0208-8fed-4dbc-954f-b299253d73ed",
"risk_score": 50.5,
"confidence": 0.47
} | null | null | null | null | null | No additional info | Endpoint process_stop church by lesliebridges No additional info | process_stop | null | null | lesliebridges | church | 2,172 | svchost.exe | {
"baseline_deviation": 2.01,
"entropy": 7.16,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
47f0ecea-aa05-404a-b50a-b9e5a424b400 | 2025-06-22T00:03:31 | ids_alert | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|medium| desc=Zeek Alert: XSS detected from 104.9.92.22 targeting 12.145.192.207 No additional info | {
"geo_location": "Tuvalu",
"device_hash": "3f8d093584dd058cc3110304bc179bcf",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/5.0)",
"session_id": "1cfa765e-ed2e-43b1-9ade-9ca5d961e91f",
"risk_score": 13.2,
"confidence": 0.8
} | 104.9.92.22 | 12.145.192.207 | XSS | SIG-5322 | Recon | No additional info | Zeek Alert: XSS detected from 104.9.92.22 targeting 12.145.192.207 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bbc41ecb-5232-4e6e-abb0-1d3c1943b5f5 | 2025-02-04T01:13:21 | 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 128.192.62.210 targeting 147.235.169.152 No additional info | {
"geo_location": "Oman",
"device_hash": "9651c913619bc09a8ef4ed4ec09dc06b8465e4be",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_7) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/36.0.887.0 Safari/536.0",
"session_id": "e61116ed-8c4a-4576-9b9c-ab99cade24fd",
"risk_score": 41.28,
"confidence": 0.55
} | 128.192.62.210 | 147.235.169.152 | Supply Chain Compromise | SIG-9560 | Evasion | No additional info | Trellix Alert: Supply Chain Compromise detected from 128.192.62.210 targeting 147.235.169.152 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3ff44f97-2020-4a74-aff8-0081fb7d7d81 | 2025-04-24T07:06:04 | iot | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor side_channel No additional info | {
"geo_location": "Spain",
"device_hash": "92952c536fcaacfdf088e8aa6600301c",
"user_agent": "Opera/8.58.(X11; Linux x86_64; iu-CA) Presto/2.9.186 Version/11.00",
"session_id": "109cb600-433b-49c1-861c-6d8785d6ed15",
"risk_score": 100,
"confidence": 0.86
} | null | null | null | null | null | No additional info | IoT device Sensor side_channel No additional info | side_channel | null | null | null | null | null | null | null | Sensor | iot-fc437889 | 8.3 | null | null | null | null | null | null | null | null | null | null |
9d65809a-743f-401a-ab4b-e21e165109d1 | 2025-03-07T08:07:28 | iot | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat side_channel No additional info noise=search/wp-content/categories | {
"geo_location": "Turkmenistan",
"device_hash": "c7860a8bdc58b00e33f7e681df557940",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 10.0; Trident/5.0)",
"session_id": "311be9a2-c903-48f8-bf08-06a466f0acc9",
"risk_score": 76.19,
"confidence": 0.02
} | null | null | null | null | null | No additional info | IoT device Thermostat side_channel No additional info | side_channel | null | null | null | null | null | null | null | Thermostat | iot-94ed97e9 | 8.0 | null | null | null | null | null | null | null | null | null | null |
3b83cc46-0090-491e-97b7-c4beff0497e4 | 2025-05-19T04:05:48 | ai | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|info| desc=AI system model_inversion by steven16 MITRE Technique: T1110.003 | {
"geo_location": "Kiribati",
"device_hash": "dc6164255d890ebc002f324794d60b70",
"user_agent": "Opera/9.79.(Windows NT 6.2; eu-ES) Presto/2.9.180 Version/11.00",
"session_id": "dcc199a7-9088-4467-b134-652e2a1687dd",
"risk_score": 40.43,
"confidence": 0.09
} | null | null | null | null | null | MITRE Technique: T1110.003 | AI system model_inversion by steven16 MITRE Technique: T1110.003 | model_inversion | null | null | steven16 | null | null | null | null | null | null | null | null | null | null | null | null | model-b83977d0 | 3958ea458879bc71b540421359c895f51e17786bc4189e8cdef904795a6c1b3c | be3fd70118a6c2534fc8bde1146493ba4b5520e7b83fc186214947b7bab92e76 | null | null |
6f396bfd-7d4f-46b2-a276-8eb117667b99 | 2025-03-03T08:45:49 | firewall | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only ICMP traffic from 116.39.34.138:994 to 10.20.124.48:24362 MITRE Technique: T1204.002 noise=059A1AD9 | {
"geo_location": "Mozambique",
"device_hash": "48ef58376cb0d4129e12896ec779c3f413ada1167a73512aa7fa5e8475d724a3",
"user_agent": "Mozilla/5.0 (Android 2.3.7; Mobile; rv:37.0) Gecko/37.0 Firefox/37.0",
"session_id": "f0ef6f32-d4a7-44d9-929b-230e8a63ff51",
"risk_score": 47.11,
"confidence": 0.48
} | 116.39.34.138 | 10.20.124.48 | null | null | null | MITRE Technique: T1204.002 | Firewall log-only ICMP traffic from 116.39.34.138:994 to 10.20.124.48:24362 MITRE Technique: T1204.002 | log-only | 327,345 | ICMP | null | null | null | null | null | null | null | null | 994 | 24,362 | 209 | null | null | null | null | null | null | null |
d620ca2e-71b6-4a10-8fba-48bafc10b6f9 | 2025-02-21T02:40:21 | iot | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|high| desc=IoT device Thermostat physical_tamper No additional info | {
"geo_location": "United States of America",
"device_hash": "d45558b08824412f3681a0d66f2173829947f65d1cde99ec50e0a763ec84f3c9",
"user_agent": "Mozilla/5.0 (Windows NT 11.0; shs-CA; rv:1.9.1.20) Gecko/9619-09-12 00:26:01 Firefox/3.8",
"session_id": "82e47723-d2f7-43f0-abcc-b4cff560e2f3",
"risk_score": 84.75,
"confidence": 0.89
} | null | null | null | null | null | No additional info | IoT device Thermostat physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Thermostat | iot-ddd2d7f7 | 9.1 | null | null | null | null | null | null | null | null | null | null |
dd22c672-d472-47a7-a837-f43270a78b2d | 2025-05-14T10:48:09 | iot | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical protocol_violation No additional info | {
"geo_location": "Sierra Leone",
"device_hash": "5b8edec7896832de2a1f95a4926dd27af6c51778f67793b6ed204ddad6eb2f70",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; nb-NO) AppleWebKit/535.7.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6535.7.2",
"session_id": "48fe1f82-5efd-4bf8-be7c-93ac0b931263",
"risk_score": 49.71,
"confidence": 0.8
} | null | null | null | null | null | No additional info | IoT device Medical protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | null | Medical | iot-bcdbe835 | 9.3 | null | null | null | null | null | null | null | null | null | null |
5de9a85a-76b7-4c3b-a9e8-88acf9c55ae6 | 2025-06-22T16:22:51 | endpoint | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint persistence_mechanism /have/alone.wav by elizabeth26 MITRE Technique: T1053.005 | {
"geo_location": "Jordan",
"device_hash": "67c030465978205dbc96b48cbc0b42066798c6762a2ffa9d4c7c670d5b4d229d",
"user_agent": "Mozilla/5.0 (Android 2.2.1; Mobile; rv:10.0) Gecko/10.0 Firefox/10.0",
"session_id": "108eb076-eec9-4a79-a6fd-c96a9d9943cd",
"risk_score": 64.64,
"confidence": 0.48
} | null | null | null | null | null | MITRE Technique: T1053.005 | Endpoint persistence_mechanism /have/alone.wav by elizabeth26 MITRE Technique: T1053.005 | persistence_mechanism | null | null | elizabeth26 | /have/alone.wav | 7,306 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1b03fced-6770-4536-9e98-1c2dfab59712 | 2025-05-07T13:42:48 | iot | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC protocol_violation No additional info | {
"geo_location": "Croatia",
"device_hash": "a706ccfbbced3f12a9abcc2ffb1c3590e088cfb7c52ef0d08c5dc009673e5f17",
"user_agent": "Opera/8.83.(Windows NT 5.2; ro-RO) Presto/2.9.183 Version/12.00",
"session_id": "f8e37151-0e0d-46f3-bb15-14e99609a3a7",
"risk_score": 63.47,
"confidence": 0.38
} | null | null | null | null | null | No additional info | IoT device HVAC protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | null | HVAC | iot-d928624e | 9.4 | null | null | null | null | null | null | null | null | null | null |
98243ec5-9e71-4e20-a92c-f84150df091a | 2025-02-01T19:31:32 | cloud | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|info| desc=Cloud storage_access in Azure by jessica12 MITRE Technique: T1547.001 noise=tags | {
"geo_location": "Portugal",
"device_hash": "5526b9aadefda7a8c67284c88e149cc995a8bb329f07da6d56c64426816fdb32",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Win 9x 4.90; Trident/5.0)",
"session_id": "6bc28de7-1ea5-44ad-b1b2-9756ecfeceee",
"risk_score": 55.48,
"confidence": 0.29
} | null | null | null | null | null | MITRE Technique: T1547.001 | Cloud storage_access in Azure by jessica12 MITRE Technique: T1547.001 | storage_access | null | null | jessica12 | null | null | null | {
"baseline_deviation": 1.94,
"entropy": 4.52,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | Azure | res-e4af0f25 |
9f123ac5-2ee0-4c76-9e61-44aa479625c7 | 2025-06-05T09:30:02 | auth | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for timothy47 via password from 30.109.158.233 No additional info noise=actually|main|edge | {
"geo_location": "Lithuania",
"device_hash": "5f50b9c598cbda7365619ab1c2ae1e7cd7e47ebcd1386814dd45753e5c568c25",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_5 rv:5.0; kl-GL) AppleWebKit/535.14.2 (KHTML, like Gecko) Version/4.1 Safari/535.14.2",
"session_id": "f7898493-35d6-46f2-a476-2aa1a769fe2d",
"risk_score": 76.19,
"confidence": 0.43
} | 30.109.158.233 | null | null | null | null | No additional info | Auth bypass for timothy47 via password from 30.109.158.233 No additional info | bypass | null | null | timothy47 | null | null | null | null | null | null | null | null | null | null | password | 59:f8:7e:6f:3b:56 | null | null | null | null | null |
50d25474-3521-4893-9aa5-c0a7d98a9358 | 2025-02-13T19:31:04 | network | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|critical| desc=Network latency_spike from 135.72.86.187 to 130.125.233.153 MITRE Technique: T1543.003 | {
"geo_location": "United States Virgin Islands",
"device_hash": "037ed3d4b217ffeef6934b25feb65a05a272eb61",
"user_agent": "Mozilla/5.0 (Windows CE) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/53.0.891.0 Safari/532.0",
"session_id": "3300ff64-997d-4e59-a44e-7c2c38f9e5f8",
"risk_score": 46.63,
"confidence": 0.8
} | 135.72.86.187 | 130.125.233.153 | null | null | null | MITRE Technique: T1543.003 | Network latency_spike from 135.72.86.187 to 130.125.233.153 MITRE Technique: T1543.003 | latency_spike | 836,622 | TCP | null | null | null | null | {
"baseline_deviation": 1.19,
"entropy": 4.04,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
95c6228c-163d-4e2a-b13d-f6cce347948d | 2025-03-12T19:23:22 | ids_alert | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|medium| desc=Darktrace Alert: Supply Chain Compromise detected from 172.52.79.88 targeting 219.68.104.73 No additional info | {
"geo_location": "Antigua and Barbuda",
"device_hash": "35ade183e2ef5989258e1d8132d7d405c347d7cbc81e755f52cc4d7c5b2ad8ba",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_5_5 rv:3.0; mg-MG) AppleWebKit/531.17.2 (KHTML, like Gecko) Version/5.0.4 Safari/531.17.2",
"session_id": "66725f60-0177-4d75-9ef4-9631eaf00ca6",
"risk_score": 49.32,
"confidence": 0.75
} | 172.52.79.88 | 219.68.104.73 | Supply Chain Compromise | SIG-7153 | Policy | No additional info | Darktrace Alert: Supply Chain Compromise detected from 172.52.79.88 targeting 219.68.104.73 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8dbfeeda-ccc0-461c-aa0d-915744c59922 | 2025-06-15T06:11:16 | firewall | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|medium| desc=Firewall allow HTTP traffic from 190.18.74.87:814 to 33.164.150.236:690 No additional info | {
"geo_location": "Mongolia",
"device_hash": "af92f404768bfcacf5df6a9dcb8928e1e806cb4b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/531.23.3 (KHTML, like Gecko) Version/4.0 Safari/531.23.3",
"session_id": "801af95d-40e9-4814-ade1-576ebef5f1ae",
"risk_score": 55.15,
"confidence": 0.26
} | 190.18.74.87 | 33.164.150.236 | null | null | null | No additional info | Firewall allow HTTP traffic from 190.18.74.87:814 to 33.164.150.236:690 No additional info | allow | 898,389 | HTTP | null | null | null | null | {
"baseline_deviation": 1.83,
"entropy": 7.18,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 814 | 690 | 1,220 | null | null | null | null | null | null | null |
3fe8648f-134c-4796-a4e4-34eb7eb98f51 | 2025-06-10T04:23:29 | network | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 125.117.119.99 to 24.189.162.236 No additional info | {
"geo_location": "Italy",
"device_hash": "efa458553b37b7752fa6a50caf820c66b4dae3906b855659e56e370f201da850",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 10.0; Trident/5.0)",
"session_id": "29f73ae5-c346-47fc-b144-ff36fa5d5da4",
"risk_score": 72.28,
"confidence": 0.05
} | 125.117.119.99 | 24.189.162.236 | null | null | null | No additional info | Network data_exfiltration from 125.117.119.99 to 24.189.162.236 No additional info | data_exfiltration | 677,789 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f43eddec-3cbe-4994-8e5b-b529c9b7eafc | 2021-07-03T14:43:18 | ids_alert | CrowdStrike v6.45.0 | emergency | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|emergency| desc=CrowdStrike Alert: AI Model Poisoning detected from 160.167.202.128 targeting 192.63.235.128 No additional info | {
"geo_location": "Northern Mariana Islands",
"device_hash": "c112d95bfd4b57de1aa61e5c47e3280486dfe2d9",
"user_agent": "Mozilla/5.0 (Windows CE) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/51.0.828.0 Safari/532.1",
"session_id": "e6e5fcc9-04ce-4645-934f-d6821ee15c4e",
"risk_score": 52.37,
"confidence": 0.59
} | 160.167.202.128 | 192.63.235.128 | AI Model Poisoning | SIG-4879 | Policy | No additional info | CrowdStrike Alert: AI Model Poisoning detected from 160.167.202.128 targeting 192.63.235.128 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
daa46ae6-62d0-4f08-b6c2-eb45ceb8ddf2 | 2025-02-23T04:11:20 | iot | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|info| desc=IoT device Medical sensor_spoofing No additional info | {
"geo_location": "Lebanon",
"device_hash": "57f4e5ac7aca1c718273c895462d190c",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/28.0.833.0 Safari/532.1",
"session_id": "bfee2a9a-4636-442a-9ea6-a84bf061d8f6",
"risk_score": 31.27,
"confidence": 0.01
} | null | null | null | null | null | No additional info | IoT device Medical sensor_spoofing No additional info | sensor_spoofing | null | null | null | null | null | null | {
"baseline_deviation": 0.71,
"entropy": 2.76,
"frequency_anomaly": false,
"sequence_anomaly": true
} | Medical | iot-0b091559 | 9.4 | null | null | null | null | null | null | null | null | null | null |
379d5d47-7d34-4b93-ba36-3ed4aa95220e | 2025-02-20T06:41:06 | firewall | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall deny TCP traffic from 110.235.222.253:64060 to 147.103.136.156:605 MITRE Technique: T1190 | {
"geo_location": "Cote d'Ivoire",
"device_hash": "61e777882b14e9b58e979fdadc727c8baeabfe48",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 10.0; Trident/5.1)",
"session_id": "6b1122dd-767e-4f9e-baac-1a1bb9a75628",
"risk_score": 30.73,
"confidence": 0.17
} | 110.235.222.253 | 147.103.136.156 | null | null | null | MITRE Technique: T1190 | Firewall deny TCP traffic from 110.235.222.253:64060 to 147.103.136.156:605 MITRE Technique: T1190 | deny | 77,684 | TCP | null | null | null | null | null | null | null | null | 64,060 | 605 | 527 | null | null | null | null | null | null | null |
c0acb742-9d01-4ebd-814e-5cd73d71454c | 2025-05-16T07:14:00 | auth | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|info| desc=Auth timeout for mary88 via SAML from 34.84.18.12 No additional info | {
"geo_location": "Mauritius",
"device_hash": "af6a944c39dd8b986439512bc55d3582ba98c631",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 4_2_1 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/12.9x8567.0 Mobile/97Z637 Safari/536.0",
"session_id": "f0d27ae9-ad15-4ff7-a7e1-2dd01a804799",
"risk_score": 30.7,
"confidence": 0.47
} | 34.84.18.12 | null | null | null | null | No additional info | Auth timeout for mary88 via SAML from 34.84.18.12 No additional info | timeout | null | null | mary88 | null | null | null | null | null | null | null | null | null | null | SAML | 74:57:f0:95:9a:73 | null | null | null | null | null |
fd213109-8b9f-40f7-8b71-41c0c08661a8 | 2025-03-07T05:49:17 | endpoint | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint process_stop particularly by alfred48 No additional info | {
"geo_location": "Russia",
"device_hash": "b84f64fdeea46ae32f75ed2ae848d44c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; ts-ZA) AppleWebKit/533.30.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6533.30.6",
"session_id": "fae71334-a704-4aa0-a86c-30e32d77b961",
"risk_score": 53.08,
"confidence": 0.35
} | null | null | null | null | null | No additional info | Endpoint process_stop particularly by alfred48 No additional info | process_stop | null | null | alfred48 | particularly | 3,370 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8362bf48-8a3e-4137-8e72-63c91b7b271d | 2025-05-07T11:23:34 | ai | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by pcampbell MITRE Technique: T1110.003 noise=not|little|plan | {
"geo_location": "Denmark",
"device_hash": "6ccd68ab4e8bf8ae2fcd390c9738d7d2",
"user_agent": "Mozilla/5.0 (Windows NT 6.1; yi-US; rv:1.9.2.20) Gecko/5609-06-10 03:17:21 Firefox/13.0",
"session_id": "7ed94dc8-3650-402d-944c-ae5c5dab0351",
"risk_score": 56.91,
"confidence": 0.86
} | null | null | null | null | null | MITRE Technique: T1110.003 | AI system prompt_injection by pcampbell MITRE Technique: T1110.003 | prompt_injection | null | null | pcampbell | null | null | null | null | null | null | null | null | null | null | null | null | model-b6eafd8b | 82a0cfe9b68f3c9f715f43817ae4f465 | 3c9cf854c314f7c51532b2d8569b989f65a81f2e | null | null |
a3fd6814-75e1-4a34-8d19-cad90098a000 | 2025-05-02T18:56:51 | ids_alert | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|critical| desc=Splunk Alert: DDoS detected from 119.146.172.23 targeting N/A Associated Threat Actor: BlueNoroff | {
"geo_location": "Sweden",
"device_hash": "a67b0181345166c26512a3251372355e0f5bd934",
"user_agent": "Mozilla/5.0 (Android 6.0; Mobile; rv:39.0) Gecko/39.0 Firefox/39.0",
"session_id": "de6eff45-2d99-41a5-a647-3af6e33edf9d",
"risk_score": 59.25,
"confidence": 0.41
} | 119.146.172.23 | N/A | DDoS | SIG-4799 | Policy | Associated Threat Actor: BlueNoroff | Splunk Alert: DDoS detected from 119.146.172.23 targeting N/A Associated Threat Actor: BlueNoroff | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4dccbaa0-4000-49db-b7ad-8b73f25a4789 | 2025-05-14T16:20:50 | iot | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|medium| desc=IoT device HVAC side_channel MITRE Technique: T1059.005 | {
"geo_location": "Iran",
"device_hash": "eca1a95b20b0552a3d559bac95a2b11bc7491703cc8b96a323132371866da672",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/5.1)",
"session_id": "699721a6-a08e-4533-a2ef-93ed3a289c49",
"risk_score": 20.58,
"confidence": 0.47
} | null | null | null | null | null | MITRE Technique: T1059.005 | IoT device HVAC side_channel MITRE Technique: T1059.005 | side_channel | null | null | null | null | null | null | null | HVAC | iot-779e4e99 | 4.7 | null | null | null | null | null | null | null | null | null | null |
55af0bed-8cd1-4304-a69b-6ebabb06663d | 2025-01-19T13:02:59 | ids_alert | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|high| desc=Trellix Alert: Supply Chain Compromise detected from 203.15.105.192 targeting 220.42.188.16 No additional info | {
"geo_location": "Saint Martin",
"device_hash": "7e524748a67c8d0cb9f8e2b5555744e8",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/42.0.823.0 Safari/532.0",
"session_id": "208537ea-60fe-4a71-8968-4be6677ed851",
"risk_score": 44.57,
"confidence": 0.33
} | 203.15.105.192 | 220.42.188.16 | Supply Chain Compromise | SIG-2590 | Malware | No additional info | Trellix Alert: Supply Chain Compromise detected from 203.15.105.192 targeting 220.42.188.16 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
de0d5ca3-bc99-4806-9e49-b553ddd13050 | 2025-05-23T16:11:14 | endpoint | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|info| desc=Endpoint scheduled_task /character/kid.tiff by robertgentry No additional info noise=main | {
"geo_location": "Macao",
"device_hash": "c63cbcb25ff6e1a04a1b2116c8bdf507",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 12_4_8 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) FxiOS/15.8p7648.0 Mobile/66W485 Safari/533.1",
"session_id": "38345dfe-e560-422c-830c-211855b7506c",
"risk_score": 33.36,
"confidence": 0.98
} | null | null | null | null | null | No additional info | Endpoint scheduled_task /character/kid.tiff by robertgentry No additional info | scheduled_task | null | null | robertgentry | /character/kid.tiff | 6,547 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
63d49a30-b671-48de-8454-87a9f992cd2e | 2025-02-08T17:41:04 | ai | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|critical| desc=AI system model_access by lisa00 Associated Threat Actor: APT34 | {
"geo_location": "Samoa",
"device_hash": "668530a4ba9f82384606dc534fef403994373be4",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_7; rv:1.9.4.20) Gecko/3048-09-17 00:05:35 Firefox/3.8",
"session_id": "994b92df-8a5e-43f2-873c-c70795daadd0",
"risk_score": 45.37,
"confidence": 0.06
} | null | null | null | null | null | Associated Threat Actor: APT34 | AI system model_access by lisa00 Associated Threat Actor: APT34 | model_access | null | null | lisa00 | null | null | null | null | null | null | null | null | null | null | null | null | model-a0297c95 | 7767c4c72020b0c7ac936a7b1cc17f7d93d3b6ed38e9326591903765b747146e | 421702602b7908780c3374ea5df7721d | null | null |
3ed45e92-0c3c-47cf-b007-926d43dabc8f | 2025-04-08T14:58:05 | ai | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|medium| desc=AI system model_inversion by hwallace No additional info | {
"geo_location": "Russia",
"device_hash": "0fc372e7928caaa46fe03cf65bb627ef88206117e04ca2dbbee68b71776b54a4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/3.0)",
"session_id": "cc632288-b2d4-433f-9a09-d7b6dbc062d0",
"risk_score": 19.84,
"confidence": 0.32
} | null | null | null | null | null | No additional info | AI system model_inversion by hwallace No additional info | model_inversion | null | null | hwallace | null | null | null | null | null | null | null | null | null | null | null | null | model-4e608d4e | 9dcc35cb764c90b6a28b61879ca9365256a1e15f | ed7a29b6675fe896985bd50a019956168338e61f | null | null |
34c4ac04-e281-4bee-9da1-7cde0c980d4b | 2025-05-18T10:22:45 | network | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|high| desc=Network connection from 114.109.121.195 to 143.92.149.116 No additional info | {
"geo_location": "Solomon Islands",
"device_hash": "da8386cb9662a82cbff9593d8f5e079928056f02594d4a43cd7eeb74a838f2c5",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/9117-03-01 21:05:21 Firefox/3.6.17",
"session_id": "050e0eae-704f-4978-81b5-50465a99358b",
"risk_score": 80.96,
"confidence": 0.69
} | 114.109.121.195 | 143.92.149.116 | null | null | null | No additional info | Network connection from 114.109.121.195 to 143.92.149.116 No additional info | connection | 935,200 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9fefc28e-7ace-4bee-96df-2b7d196c6a13 | 2023-06-26T08:36:48 | ai | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|info| desc=AI system model_access by daniel69 No additional info noise=blog/blog | {
"geo_location": "American Samoa",
"device_hash": "65a67b4f9a69508c9576d405fdca09db8385cef5",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; te-IN; rv:1.9.0.20) Gecko/8087-11-21 04:05:03 Firefox/3.8",
"session_id": "20f5df4a-80a6-4449-8bfd-06d254bcee60",
"risk_score": 32.55,
"confidence": 0.32
} | null | null | null | null | null | No additional info | AI system model_access by daniel69 No additional info | model_access | null | null | daniel69 | null | null | null | null | null | null | null | null | null | null | null | null | model-408e07dd | 9a2290c8e8917aa1a81669c1b9102fdef8fcc749 | 4851492dcb7df7f47d39b9fb2b1156a5180cc922 | null | null |
0b392d20-c2cc-4ddd-be52-93c7311d6edf | 2025-03-12T09:50:24 | firewall | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|info| desc=Firewall drop HTTPS traffic from 57.38.227.22:218 to 74.96.23.112:892 MITRE Technique: T1059.005 | Associated Threat Actor: REvil | {
"geo_location": "Philippines",
"device_hash": "148d12321cc00b4d7870e821b0e8868ab139b9d70311a942fa2d0396b7de53d6",
"user_agent": "Mozilla/5.0 (Windows 98; ht-HT; rv:1.9.0.20) Gecko/5608-04-14 22:51:32 Firefox/3.6.12",
"session_id": "6f4eb979-b4b2-43d3-a922-6bbe3d04bd1c",
"risk_score": 93.8,
"confidence": 0.68
} | 57.38.227.22 | 74.96.23.112 | null | null | null | MITRE Technique: T1059.005 | Associated Threat Actor: REvil | Firewall drop HTTPS traffic from 57.38.227.22:218 to 74.96.23.112:892 MITRE Technique: T1059.005 | Associated Threat Actor: REvil | drop | 459,270 | HTTPS | null | null | null | null | null | null | null | null | 218 | 892 | 2,934 | null | null | null | null | null | null | null |
dabb0549-e235-4b49-8494-ec4356c41edc | 2025-03-29T06:28:53 | cloud | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in AWS by john04 MITRE Technique: T1071.001 | {
"geo_location": "Mozambique",
"device_hash": "53e4e1fe52c79b089b05143e5a17786196a62ff8",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_8) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/18.0.831.0 Safari/533.1",
"session_id": "aca82622-8314-4597-8d13-36df28c1ca9e",
"risk_score": 63.81,
"confidence": 0.84
} | null | null | null | null | null | MITRE Technique: T1071.001 | Cloud api_abuse in AWS by john04 MITRE Technique: T1071.001 | api_abuse | null | null | john04 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-74b59835 |
4050c661-ff13-426c-87c8-111a90345055 | 2025-05-01T19:06:49 | ai | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|info| desc=AI system model_access by andrewsmark No additional info noise=health|such|tend | {
"geo_location": "Azerbaijan",
"device_hash": "be4e8fdb883f7d6ef2abfce55a9d2c38c8d35126",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; dz-BT) AppleWebKit/534.20.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6534.20.1",
"session_id": "54f44977-3ba1-4c3b-8234-dac0ebc26db6",
"risk_score": 79.83,
"confidence": 0.55
} | null | null | null | null | null | No additional info | AI system model_access by andrewsmark No additional info | model_access | null | null | andrewsmark | null | null | null | null | null | null | null | null | null | null | null | null | model-5490db8f | 815301ebf4cbaf0e8c3b84c090effcb5 | b85a34162f4a470266a22d603c5a887093f379246403dc67e49c6debd5189099 | null | null |
b19c7988-2a38-4ba4-a2e9-118cd4fcdf66 | 2025-03-31T14:51:50 | auth | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|medium| desc=Auth failed for ljackson via OAuth from 79.117.94.200 No additional info | {
"geo_location": "Greenland",
"device_hash": "b9d962f26817be83eba7ab4900c2834b824d241d6f4591ade17a6f012afe7d2e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 95; Trident/5.1)",
"session_id": "ebe5eec9-07b4-47e2-9ede-fa5d72c5ce28",
"risk_score": 31.54,
"confidence": 0.93
} | 79.117.94.200 | null | null | null | null | No additional info | Auth failed for ljackson via OAuth from 79.117.94.200 No additional info | failed | null | null | ljackson | null | null | null | null | null | null | null | null | null | null | OAuth | 5a:ee:43:b7:7b:15 | null | null | null | null | null |
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