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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ec8f76be-cd32-4203-8f40-d1dabdd7fe43 | 2025-06-07T16:39:03 | endpoint | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|high| desc=Endpoint driver_load special by vegavirginia MITRE Technique: T1218.011 | Associated Threat Actor: APT41 | {
"geo_location": "Djibouti",
"device_hash": "99d8d577c8c5d68622a73667ddada4318f7b2643",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; is-IS) AppleWebKit/531.26.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B111 Safari/6531.26.4",
"session_id": "8b85de48-6f29-4f8d-838c-594027a0267c",
"ri... | vegavirginia | driver_load | special | 4,342 | svchost.exe | MITRE Technique: T1218.011 | Associated Threat Actor: APT41 | Endpoint driver_load special by vegavirginia MITRE Technique: T1218.011 | Associated Threat Actor: APT41 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
aa3019ff-6132-4747-a770-c611f372718d | 2025-02-14T04:05:56 | ids_alert | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|critical| desc=LogRhythm Alert: MFA Bypass detected from 33.108.145.166 targeting 10.247.86.94 MITRE Technique: T1059.001 | {
"geo_location": "Romania",
"device_hash": "28135b9116ce865fa362d1c99e54ffec",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/3.1)",
"session_id": "541f5e35-911c-45f8-8687-1c7df8657a8a",
"risk_score": 66.12,
"confidence": 0.72
} | null | null | null | null | null | MITRE Technique: T1059.001 | LogRhythm Alert: MFA Bypass detected from 33.108.145.166 targeting 10.247.86.94 MITRE Technique: T1059.001 | null | null | null | null | 33.108.145.166 | 10.247.86.94 | MFA Bypass | SIG-6871 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
97bb8f46-956b-4d90-b313-d28047de2030 | 2025-05-17T15:18:41 | network | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 14.152.160.47 to 83.244.79.32 No additional info | {
"geo_location": "Paraguay",
"device_hash": "172d06818c20862cc0f649a041a21d8eb17531ff60d35cdc9cc4748ba6f0b30f",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_2) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/58.0.830.0 Safari/533.0",
"session_id": "1059fa40-b016-4587-a69e-25db38795063",
"risk_... | null | disconnection | null | null | null | No additional info | Network disconnection from 14.152.160.47 to 83.244.79.32 No additional info | null | null | null | null | 14.152.160.47 | 83.244.79.32 | null | null | null | null | null | null | null | null | null | null | HTTPS | 686,034 | null | null | null |
289a5cfd-179f-419d-99b4-03985c1ef1f9 | 2025-04-03T09:10:34 | iot | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|high| desc=IoT device Medical protocol_violation No additional info noise=Q2hpbGQu | {
"geo_location": "Kazakhstan",
"device_hash": "de69244b04dc3e17df9116e97bbb738e629e869b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/532.16.7 (KHTML, like Gecko) Version/4.0.2 Safari/532.16.7",
"session_id": "9407dcd0-5840-42f0-aa11-de8f7f6ccb4d",
"risk_score": 23.7,
"confidence": 0.12... | null | protocol_violation | null | null | null | No additional info | IoT device Medical protocol_violation No additional info | null | Medical | iot-af45ed7e | 10.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4cdd89d8-8ef3-4615-a895-177633238d77 | 2025-03-23T06:01:46 | ids_alert | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|medium| desc=CrowdStrike Alert: Cloud API Abuse detected from 5.69.66.110 targeting N/A MITRE Technique: T1071.001 noise=search | {
"geo_location": "Barbados",
"device_hash": "1c24bea6c519a4254b5b0c8ef9db64f640db77f6",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_8 rv:6.0; ha-NG) AppleWebKit/534.30.6 (KHTML, like Gecko) Version/4.0 Safari/534.30.6",
"session_id": "95940f5d-1029-4ce9-9865-e57d12f40dec",
"risk_score": 69... | null | null | null | null | null | MITRE Technique: T1071.001 | CrowdStrike Alert: Cloud API Abuse detected from 5.69.66.110 targeting N/A MITRE Technique: T1071.001 | null | null | null | null | 5.69.66.110 | N/A | Cloud API Abuse | SIG-9748 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
f3dda333-fe16-40af-beb8-c307ad4fb4e6 | 2025-04-24T00:05:52 | ai | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|medium| desc=AI system model_inversion by pennymerritt No additional info | {
"geo_location": "Kazakhstan",
"device_hash": "9287b9284a89e77475a3ea6552848b2495fdf24087d19798a5a35060ef9b136b",
"user_agent": "Opera/8.32.(Windows NT 6.0; ml-IN) Presto/2.9.184 Version/11.00",
"session_id": "0d9f3aae-9637-40b2-bfce-6727626b888b",
"risk_score": 78.5,
"confidence": 0.73
} | pennymerritt | model_inversion | null | null | null | No additional info | AI system model_inversion by pennymerritt No additional info | null | null | null | null | null | null | null | null | null | null | null | model-54df7426 | 52e1f55635192cc6caf585faa4110ce01a0535ecf9d8d82eccd867ef62f12270 | 475e7ceff0f8a2b42aa7223a4e3b9f3d77891730080f4614c7a5c5d6edfd550f | null | null | null | null | null | null | null |
47562669-b08f-412d-922b-f3885bc19218 | 2025-06-05T05:23:43 | auth | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|low| desc=Auth timeout for uferguson via key from 146.192.173.195 No additional info | {
"geo_location": "United Kingdom",
"device_hash": "6602e8109baeaebc4bf936b21dafccf549390c3e5dc36ba1e2c22ed5ab37b45a",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/4132-11-01 09:51:08 Firefox/3.8",
"session_id": "378557fa-b210-4c49-8ee1-4f03d3809541",
"risk_score": 62.35,
"confidence": ... | uferguson | timeout | null | null | null | No additional info | Auth timeout for uferguson via key from 146.192.173.195 No additional info | null | null | null | null | 146.192.173.195 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 58:21:54:86:58:08 |
384b97f2-39ef-4b09-ae9f-18b6b5d04505 | 2025-07-05T19:42:33 | cloud | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|info| desc=Cloud storage_access in Alibaba by ebolton No additional info | {
"geo_location": "Guatemala",
"device_hash": "3eeaad1754776c3b2bec34cf85cefdb3f5ff02e0",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/534.23.2 (KHTML, like Gecko) Version/4.0.2 Safari/534.23.2",
"session_id": "2b741c69-20dd-4fdc-8804-022b44ca8385",
"risk_score": 54.67,
"confidence": ... | ebolton | storage_access | null | null | null | No additional info | Cloud storage_access in Alibaba by ebolton No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-7a7cbbe1 | null | null | null | null | null | null | null | null | null | null |
fcc494a4-b93b-4f69-b1eb-33e95b6c1bf9 | 2025-04-16T08:55:03 | iot | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat sensor_spoofing No additional info | {
"geo_location": "New Zealand",
"device_hash": "4771cbd66a6f142b7fa28251130602495d026e0c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; mhr-RU) AppleWebKit/535.39.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6535.39.4",
"session_id": "afdd1f2b-7518-41e2-acd1-a431d721ef93",
... | null | sensor_spoofing | null | null | null | No additional info | IoT device Thermostat sensor_spoofing No additional info | null | Thermostat | iot-8e2f3c5e | 3.2 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6010c4b3-bf98-429c-bb41-399c842d514a | 2025-03-19T02:38:50 | cloud | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|info| desc=Cloud permission_escalation in Alibaba by allison64 No additional info | {
"geo_location": "Christmas Island",
"device_hash": "7c960fe19c217120dd684686ef288aa1b97881fb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.1)",
"session_id": "24256584-1563-4b34-9478-84e577208741",
"risk_score": 55.62,
"confidence": 0.39
} | allison64 | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in Alibaba by allison64 No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-5174dde1 | null | null | null | null | null | null | null | null | null | null |
db5e467f-37b2-452c-8e5e-bfe4f54047d9 | 2025-07-01T16:08:13 | cloud | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud storage_access in AWS by linda44 MITRE Technique: T1204.002 | {
"geo_location": "Korea",
"device_hash": "6cf2422986a5bc55bc06bde5ca3fd7e058d5ed966b716155840c55224591bc64",
"user_agent": "Opera/8.96.(X11; Linux x86_64; uz-UZ) Presto/2.9.161 Version/12.00",
"session_id": "d43abde5-dc10-4860-b507-650fa798cc9c",
"risk_score": 44.86,
"confidence": 0.78
} | linda44 | storage_access | null | null | null | MITRE Technique: T1204.002 | Cloud storage_access in AWS by linda44 MITRE Technique: T1204.002 | null | null | null | null | null | null | null | null | null | AWS | res-b77fadec | null | null | null | null | null | null | null | null | null | null |
bdad36b2-86f7-4378-9577-1430706b540c | 2025-06-26T03:26:06 | cloud | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in AWS by rachelandrews MITRE Technique: T1110.003 noise=TWFjaGluZS4= | {
"geo_location": "United Arab Emirates",
"device_hash": "00fa6ad7970c91620d1fd2bab7fabccda28fd00c",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/2655-07-31 05:47:13 Firefox/3.8",
"session_id": "9b22f480-c326-4d27-8ef5-1cb7261462ce",
"risk_score": 54.63,
"confidence": 0.51
} | rachelandrews | crypto_mining | null | null | null | MITRE Technique: T1110.003 | Cloud crypto_mining in AWS by rachelandrews MITRE Technique: T1110.003 | null | null | null | null | null | null | null | null | null | AWS | res-4db7555f | null | null | null | null | null | null | null | null | null | null |
4b7dddd0-4230-4787-be91-670805dd4023 | 2025-07-07T05:11:43 | ids_alert | Suricata v6.0.10 | emergency | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|emergency| desc=Suricata Alert: MFA Bypass detected from 76.198.143.117 targeting 14.27.113.184 No additional info | {
"geo_location": "Peru",
"device_hash": "c4d7d0cb9d584698bfb986c9440ba917a140a80880998d0952790369abb3e7d5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/3.0)",
"session_id": "642a4975-822c-4720-9386-0b608aea42b4",
"risk_score": 50.12,
"confidence": 0.34
} | null | null | null | null | null | No additional info | Suricata Alert: MFA Bypass detected from 76.198.143.117 targeting 14.27.113.184 No additional info | null | null | null | null | 76.198.143.117 | 14.27.113.184 | MFA Bypass | SIG-1516 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
3ff2fde2-6149-4878-ad15-907d333b3445 | 2025-06-23T11:39:08 | ids_alert | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|critical| desc=Snort Alert: DNS Tunneling detected from 25.85.20.243 targeting 43.79.251.234 No additional info noise=3F426964 | {
"geo_location": "United States of America",
"device_hash": "ec445437b98d1342ec8c1190faf3e9ee004217f96d2e857b990f32d125ccc4fc",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/19.0.880.0 Safari/536.1",
"session_id": "9380d647-1da3-47bb-81e3-2b45d19723fb",
"risk_score... | null | null | null | null | null | No additional info | Snort Alert: DNS Tunneling detected from 25.85.20.243 targeting 43.79.251.234 No additional info | null | null | null | null | 25.85.20.243 | 43.79.251.234 | DNS Tunneling | SIG-9548 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
739c882b-3520-4335-aa97-a5a7faebeb67 | 2025-05-20T21:18:40 | firewall | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|low| desc=Firewall log-only ICMP traffic from 10.112.43.114:689 to 120.184.117.75:52268 No additional info | {
"geo_location": "Costa Rica",
"device_hash": "5fa1c03f28df4480dcdc8ddf365d1bc966e0b5e1a71745ca742c8e7f0b912ff3",
"user_agent": "Opera/9.77.(Windows NT 5.1; hsb-DE) Presto/2.9.180 Version/11.00",
"session_id": "35c91f1b-e555-4d49-a3ea-b5a929ce7c24",
"risk_score": 41.21,
"confidence": 0.27
} | null | log-only | null | null | null | No additional info | Firewall log-only ICMP traffic from 10.112.43.114:689 to 120.184.117.75:52268 No additional info | null | null | null | null | 10.112.43.114 | 120.184.117.75 | null | null | null | null | null | null | null | null | 689 | 52,268 | ICMP | 887,451 | 2,618 | null | null |
e26926dd-b154-4509-876f-9ca447a8a039 | 2025-03-19T19:11:32 | firewall | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop UDP traffic from 51.193.171.209:346 to 200.132.208.238:65270 MITRE Technique: T1134.001 | {
"geo_location": "Guinea-Bissau",
"device_hash": "830280ca81176ab741328141bc46ec05",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_6; rv:1.9.3.20) Gecko/4051-01-03 22:31:21 Firefox/6.0",
"session_id": "b055a7e7-90ef-4abc-a142-378303deef99",
"risk_score": 37.54,
"confidence": 0.67
} | null | drop | null | null | null | MITRE Technique: T1134.001 | Firewall drop UDP traffic from 51.193.171.209:346 to 200.132.208.238:65270 MITRE Technique: T1134.001 | null | null | null | null | 51.193.171.209 | 200.132.208.238 | null | null | null | null | null | null | null | null | 346 | 65,270 | UDP | 434,494 | 268 | null | null |
0c548514-c02a-43d2-a379-17a75faec3fa | 2025-03-17T11:28:56 | iot | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC unusual_activity No additional info | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "1825deed2ef26fbb9b54bf1ec25e261b3259871234552a1cbff5dbf04652d263",
"user_agent": "Mozilla/5.0 (Android 3.1; Mobile; rv:39.0) Gecko/39.0 Firefox/39.0",
"session_id": "b5205cf0-3f6e-40de-a899-80cac60899b2",
"risk_score": 36.11,
"confidence": 0.6
} | null | unusual_activity | null | null | null | No additional info | IoT device HVAC unusual_activity No additional info | null | HVAC | iot-00fa2c78 | 10.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
baf2f8ec-a05e-4bcb-9b36-295a9acc2b87 | 2025-01-30T08:06:39 | iot | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical protocol_violation No additional info noise=UXVlc3Rpb24u | {
"geo_location": "Tonga",
"device_hash": "46a88cea2bf13bedfc63eb57effc64375042a8be2a1688dcdbbd3d695ddfb813",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_8_6 rv:6.0; ts-ZA) AppleWebKit/534.24.3 (KHTML, like Gecko) Version/5.0 Safari/534.24.3",
"session_id": "1c431082-5d2e-4943-bbfa-62c2bc17c594"... | null | protocol_violation | null | null | null | No additional info | IoT device Medical protocol_violation No additional info | null | Medical | iot-b710a20e | 5.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
448df086-e9e9-4251-996f-afa08d3f3ff0 | 2025-06-02T05:03:22 | cloud | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|medium| desc=Cloud config_change in GCP by ehernandez Unconventional IOC: CPU microcode changes noise=U2VhdCBlYXQu | {
"geo_location": "Anguilla",
"device_hash": "5ef19a83c88ea966fe0658e71efbabb4",
"user_agent": "Opera/8.13.(X11; Linux x86_64; byn-ER) Presto/2.9.183 Version/12.00",
"session_id": "5a31169b-d184-4117-93de-23249f743767",
"risk_score": 46.18,
"confidence": 0.83
} | ehernandez | config_change | null | null | null | Unconventional IOC: CPU microcode changes | Cloud config_change in GCP by ehernandez Unconventional IOC: CPU microcode changes | null | null | null | null | null | null | null | null | null | GCP | res-79f77040 | null | null | null | null | null | null | null | null | null | null |
a7ec5a7e-cb1c-4f04-880a-188ee6e9e839 | 2025-04-09T20:41:11 | ai | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|high| desc=AI system model_access by efuentes MITRE Technique: T1547.001 | Unconventional IOC: Quantum random number deviations | {
"geo_location": "Burundi",
"device_hash": "93a2cdee23661150d63e7c288eaa84204dbcc46f6ead6600351edf18c718a5e3",
"user_agent": "Opera/8.12.(Windows NT 11.0; da-DK) Presto/2.9.166 Version/12.00",
"session_id": "b09c229f-afce-4d66-a6fc-1b84b6ead4ea",
"risk_score": 42.03,
"confidence": 0.67
} | efuentes | model_access | null | null | null | MITRE Technique: T1547.001 | Unconventional IOC: Quantum random number deviations | AI system model_access by efuentes MITRE Technique: T1547.001 | Unconventional IOC: Quantum random number deviations | null | null | null | null | null | null | null | null | null | null | null | model-c51f6b63 | 0d1f5a91b808330596db931c64cf4725 | de62eb58c737a0001bb7bcc617c4c603836bd9d273767521653e42f7efb2f77f | null | null | null | null | null | null | null |
fe7426ab-d86b-48a4-82f2-27bef44f9938 | 2025-02-07T09:40:54 | 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: XSS detected from 47.72.48.92 targeting 16.247.160.247 No additional info | {
"geo_location": "Saudi Arabia",
"device_hash": "7119dfa01f46bf78af78003778a9abd6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 11.0; Trident/5.1)",
"session_id": "666eb93f-0fd4-416a-9494-7e576d486de6",
"risk_score": 64.56,
"confidence": 0.78
} | null | null | null | null | null | No additional info | Palo Alto Cortex Alert: XSS detected from 47.72.48.92 targeting 16.247.160.247 No additional info | null | null | null | null | 47.72.48.92 | 16.247.160.247 | XSS | SIG-1467 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
2ab9517c-37f4-4a28-97e8-fafca671b554 | 2025-02-27T19:22:39 | ai | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|low| desc=AI system model_inversion by wanda11 No additional info | {
"geo_location": "Kyrgyz Republic",
"device_hash": "1953d8be546448ed6d7974e00fb3070081cd3903",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_1; rv:1.9.2.20) Gecko/2973-05-25 05:29:02 Firefox/3.8",
"session_id": "ffdc4a6b-efea-404c-a2cf-6ee6c95d0a96",
"risk_score": 31.21,
"confidence": 0.06
... | wanda11 | model_inversion | null | null | null | No additional info | AI system model_inversion by wanda11 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-4b47634d | b95f04c334a1450f44922fb98082e78d77044102 | 4c17722f6dc32b46c4c9f0d6004ed2fb | null | null | null | null | null | null | null |
3e0306fe-459e-4acb-b48e-5aba34de7575 | 2025-02-01T06:33:11 | endpoint | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint process_stop /structure/room.png by evansrebecca MITRE Technique: T1134.001 noise=A3338240 | {
"geo_location": "Sri Lanka",
"device_hash": "1fc5cd5e7528873a8b90496753ce6f91fc3b328b",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 13_5_1 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) CriOS/35.0.867.0 Mobile/08W106 Safari/536.2",
"session_id": "2ce3dca8-463e-48f2-a2ff-c6ad07a477e5",
"risk_scor... | evansrebecca | process_stop | /structure/room.png | 3,053 | powershell.exe | MITRE Technique: T1134.001 | Endpoint process_stop /structure/room.png by evansrebecca MITRE Technique: T1134.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
172be8bf-d71a-4edb-9c3a-68141b82cc07 | 2025-05-07T07:18:20 | firewall | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect NTP traffic from 64.112.37.97:428 to 24.160.233.56:774 MITRE Technique: T1053.005 noise=success|edge|force | {
"geo_location": "Lao People's Democratic Republic",
"device_hash": "335afe48a932175be4e5d420a22c559534fb929e4aaa4ff1fe6b903ff8deb975",
"user_agent": "Opera/8.15.(X11; Linux i686; sw-TZ) Presto/2.9.162 Version/12.00",
"session_id": "9c42a751-718c-4b0c-999a-e17f265a9fd9",
"risk_score": 12.94,
"confidence": ... | null | inspect | null | null | null | MITRE Technique: T1053.005 | Firewall inspect NTP traffic from 64.112.37.97:428 to 24.160.233.56:774 MITRE Technique: T1053.005 | null | null | null | null | 64.112.37.97 | 24.160.233.56 | null | null | null | null | null | null | null | null | 428 | 774 | NTP | 124,369 | 2,666 | null | null |
425d2562-14f9-40bc-be20-fe9d6a2aa0c3 | 2025-05-04T18:41:26 | auth | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|medium| desc=Auth locked for mccannaimee via OAuth from 10.135.132.201 No additional info | {
"geo_location": "Guatemala",
"device_hash": "e62ef4633b62467aea48ddcb30d5d128cda00ef8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/4.0)",
"session_id": "d9b95a6c-6574-4047-a3b5-3cd80722c338",
"risk_score": 86.28,
"confidence": 0.63
} | mccannaimee | locked | null | null | null | No additional info | Auth locked for mccannaimee via OAuth from 10.135.132.201 No additional info | null | null | null | null | 10.135.132.201 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 8e:cd:43:c9:b1:58 |
d856bec5-e3d4-42ac-8594-650d813e156a | 2025-01-26T13:31:30 | firewall | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall allow HTTP traffic from 82.131.243.60:637 to 173.2.228.190:1008 No additional info noise=62A9C342 | {
"geo_location": "Czech Republic",
"device_hash": "83ecdb44f364a6bba0e243e15a08a3aaf462549ce41148718d860c3f019b62a6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.01; Trident/5.0)",
"session_id": "0dd2000b-7632-4346-a359-77e98d30b89c",
"risk_score": 53.82,
"confidence": 0.64
} | null | allow | null | null | null | No additional info | Firewall allow HTTP traffic from 82.131.243.60:637 to 173.2.228.190:1008 No additional info | null | null | null | null | 82.131.243.60 | 173.2.228.190 | null | null | null | null | null | null | null | null | 637 | 1,008 | HTTP | 971,183 | 1,168 | null | null |
31e021c0-7410-4452-83bf-26a0720f3267 | 2025-04-04T01:53:29 | ids_alert | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|low| desc=Trellix Alert: XSS detected from 14.239.255.96 targeting N/A Associated Threat Actor: APT34 noise=categories/posts/posts | {
"geo_location": "Hong Kong",
"device_hash": "59d12a342bdad96e25d203b9138d5cb8",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/532.46.6 (KHTML, like Gecko) Version/4.0.2 Safari/532.46.6",
"session_id": "5d57ee7d-81ac-43c9-8551-7feb255303d0",
"risk_score": 10.6,
"confidence": 0.96
} | null | null | null | null | null | Associated Threat Actor: APT34 | Trellix Alert: XSS detected from 14.239.255.96 targeting N/A Associated Threat Actor: APT34 | null | null | null | null | 14.239.255.96 | N/A | XSS | SIG-4584 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
6be37673-5b05-489c-8912-ba0f56261d65 | 2025-04-21T23:33:37 | ids_alert | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|low| desc=Tanium Alert: Fileless Attack detected from 62.52.61.148 targeting N/A No additional info | {
"geo_location": "North Korea",
"device_hash": "70709f938c531bcf6ba72c164ef149b7",
"user_agent": "Opera/9.72.(X11; Linux x86_64; cs-CZ) Presto/2.9.186 Version/10.00",
"session_id": "4b3d9f3f-6603-45be-a0db-dd25793b6285",
"risk_score": 96.68,
"confidence": 0.26
} | null | null | null | null | null | No additional info | Tanium Alert: Fileless Attack detected from 62.52.61.148 targeting N/A No additional info | null | null | null | null | 62.52.61.148 | N/A | Fileless Attack | SIG-1685 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
3f93af6d-0789-468b-9b4a-a2c49bf1cf16 | 2025-03-18T08:40:41 | ai | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by zjohnson No additional info noise=seek|economy|outside | {
"geo_location": "Russian Federation",
"device_hash": "a9e9609140b8cf9b71647ef9ae672fbe50c4f782de2cb832caa0119273f9a3aa",
"user_agent": "Opera/9.86.(X11; Linux i686; bho-IN) Presto/2.9.160 Version/11.00",
"session_id": "3676347c-3027-4a10-becc-b473844e4ad6",
"risk_score": 42.82,
"confidence": 0.27
} | zjohnson | prompt_injection | null | null | null | No additional info | AI system prompt_injection by zjohnson No additional info | null | null | null | null | null | null | null | null | null | null | null | model-3ec107c8 | a9b63ae6dc079559a1dd33f727438306 | 001f2d092df1e0c1e03c6714ca005db8a0795a7a | null | null | null | null | null | null | null |
ef9ee9b1-8079-4319-b182-c7fa40885496 | 2025-04-03T23:10:53 | endpoint | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint service_install bit by joeladams No additional info noise=63DFE863 | {
"geo_location": "Russian Federation",
"device_hash": "95aa66cef12db91698dd290c341d4a8aec43fb382a3dfc5bebf8312c67a2296d",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_6 rv:2.0; hi-IN) AppleWebKit/533.45.4 (KHTML, like Gecko) Version/5.0.2 Safari/533.45.4",
"session_id": "0899cfa9-2bbb-43c8-b21... | joeladams | service_install | bit | 2,236 | explorer.exe | No additional info | Endpoint service_install bit by joeladams No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f00dd39b-e64b-4486-b04a-f17ce0120a51 | 2025-06-17T20:22:56 | firewall | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|low| desc=Firewall deny SSH traffic from 222.152.165.35:201 to 109.22.240.103:202 No additional info noise=F2F60694 | {
"geo_location": "Aruba",
"device_hash": "a02b1aa8f3b6a1234c86438006e43b703c0f32a8",
"user_agent": "Opera/9.95.(Windows NT 6.0; ml-IN) Presto/2.9.167 Version/10.00",
"session_id": "18bfd973-2ab9-4ab7-ad3c-42025ce51318",
"risk_score": 42.96,
"confidence": 0.02
} | null | deny | null | null | null | No additional info | Firewall deny SSH traffic from 222.152.165.35:201 to 109.22.240.103:202 No additional info | null | null | null | null | 222.152.165.35 | 109.22.240.103 | null | null | null | null | null | null | null | null | 201 | 202 | SSH | 852,214 | 2,214 | null | null |
e3f1f42c-26a5-43df-84a0-f5a5b666c808 | 2025-05-08T15:39:38 | cloud | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud permission_escalation in OCI by jessica93 No additional info | {
"geo_location": "Russia",
"device_hash": "347a375d96451dba43bce8fe09dd573e0fd2226a913a5fbe6a9c0525e92aefdd",
"user_agent": "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/23.0.899.0 Safari/536.2",
"session_id": "927a19a3-db51-4c2f-a659-a98c6bb4efb5",
"risk_score": 52.91,
"confid... | jessica93 | permission_escalation | null | null | null | No additional info | Cloud permission_escalation in OCI by jessica93 No additional info | null | null | null | null | null | null | null | null | null | OCI | res-e8401eed | null | null | null | null | null | null | null | null | null | null |
edc618b2-5bee-41a7-9357-da471ca463e7 | 2028-04-01T21:17:48 | endpoint | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint memory_injection /executive/environment.wav by james53 No additional info | {
"geo_location": "Saint Kitts and Nevis",
"device_hash": "8bbd301473bcbc2dfc285f0694e42346",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/4.0)",
"session_id": "af441529-dbb7-4985-a8a5-4e99f910b14b",
"risk_score": 44.39,
"confidence": 0.55
} | james53 | memory_injection | /executive/environment.wav | 5,541 | cmd.exe | No additional info | Endpoint memory_injection /executive/environment.wav by james53 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a60d552d-35fc-4358-8a3c-bbb80e85912c | 2025-04-10T18:40:35 | firewall | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow RDP traffic from 20.76.127.121:196 to 113.247.30.144:898 Geo anomaly: Impossible travel detected | {
"geo_location": "Nicaragua",
"device_hash": "644419bed92065a6789accec1dc9549b",
"user_agent": "Opera/8.66.(X11; Linux i686; nso-ZA) Presto/2.9.182 Version/10.00",
"session_id": "506c9212-9efa-461b-b67b-22bc886da267",
"risk_score": 71.93,
"confidence": 0.28
} | null | allow | null | null | null | Geo anomaly: Impossible travel detected | Firewall allow RDP traffic from 20.76.127.121:196 to 113.247.30.144:898 Geo anomaly: Impossible travel detected | null | null | null | null | 20.76.127.121 | 113.247.30.144 | null | null | null | null | null | null | null | null | 196 | 898 | RDP | 230,507 | 2,850 | null | null |
826f90b3-99da-487e-815f-76a422659564 | 2025-03-03T04:44:44 | iot | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|low| desc=IoT device Camera unusual_activity MITRE Technique: T1059.001 noise=particular|visit|book | {
"geo_location": "Honduras",
"device_hash": "b9697b4d7441c0128403e1c13ea63161",
"user_agent": "Opera/8.44.(Windows 98; Win 9x 4.90; lg-UG) Presto/2.9.162 Version/12.00",
"session_id": "7435d0fa-d4ec-4efe-a0d3-2a16232ae905",
"risk_score": 62.83,
"confidence": 0.15
} | null | unusual_activity | null | null | null | MITRE Technique: T1059.001 | IoT device Camera unusual_activity MITRE Technique: T1059.001 | {
"baseline_deviation": 2.98,
"entropy": 6.77,
"frequency_anomaly": true,
"sequence_anomaly": false
} | Camera | iot-ccc48aab | 1.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7ba2af7c-59bd-4e56-804d-0eac236fed5c | 2025-06-10T15:14:39 | auth | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|medium| desc=Auth success for allisonanna via password from 131.118.50.187 No additional info | {
"geo_location": "Lesotho",
"device_hash": "961027a2b233004f678b3783f4596d3b",
"user_agent": "Mozilla/5.0 (Windows NT 5.0; iw-IL; rv:1.9.0.20) Gecko/5316-08-09 20:03:35 Firefox/14.0",
"session_id": "7557dc14-ad83-4f2e-a5e8-5f9ae205a279",
"risk_score": 73.73,
"confidence": 0.59
} | allisonanna | success | null | null | null | No additional info | Auth success for allisonanna via password from 131.118.50.187 No additional info | null | null | null | null | 131.118.50.187 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 8f:01:53:05:d3:1d |
2c72785e-5c43-488e-b36f-765e81c90154 | 2025-04-14T10:52:49 | ai | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|medium| desc=AI system model_access by angelabarton No additional info | {
"geo_location": "Mayotte",
"device_hash": "b713c4d0a7adf51d0d50b008b9cc0f5a",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 15_8_2 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/12.3u5444.0 Mobile/89P436 Safari/536.0",
"session_id": "0524e7bc-dc89-4a59-bc55-ea7722bea0f7",
"risk_score": 28.07,
... | angelabarton | model_access | null | null | null | No additional info | AI system model_access by angelabarton No additional info | null | null | null | null | null | null | null | null | null | null | null | model-2e84ec01 | 7ce4dbe2415399dbaafd043b128ad731db5d3d13458d390b2648d8b0ef1e2392 | 08f55309c5d2a31897a27028f8c669d3a398902a | null | null | null | null | null | null | null |
577602cb-6d36-472c-a88e-83ab06c60980 | 2025-05-28T05:58:43 | ai | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|info| desc=AI system api_abuse by falexander No additional info | {
"geo_location": "Ethiopia",
"device_hash": "dfcf4edca99eca47572b40375a6a207fcc167be2",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; es-SV) AppleWebKit/531.1.7 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6531.1.7",
"session_id": "c5cde9ab-80bf-4139-b05b-276cac5940dc",
"risk... | falexander | api_abuse | null | null | null | No additional info | AI system api_abuse by falexander No additional info | null | null | null | null | null | null | null | null | null | null | null | model-bfadbaf5 | 5193b92d6ce7e7a9eaf643932230c9b76225d06a116c293dc66b037965ace59c | 88ccce79778c8f7de40308d1904f791c | null | null | null | null | null | null | null |
146b8687-c202-4181-ab5b-28ad09a4df7b | 2025-02-21T15:49:49 | iot | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|high| desc=IoT device Camera command_injection MITRE Technique: T1486 | {
"geo_location": "Fiji",
"device_hash": "7ffd9ee5a0544ed9ef97f417c768e6c4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/4.0)",
"session_id": "7308c919-12ff-45d7-a2e9-cb5f7a7ec454",
"risk_score": 64.42,
"confidence": 0.15
} | null | command_injection | null | null | null | MITRE Technique: T1486 | IoT device Camera command_injection MITRE Technique: T1486 | null | Camera | iot-e272ad12 | 6.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5640e1ec-5aee-4ee2-813a-ece3ab395293 | 2025-03-03T09:33:55 | endpoint | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop /ahead/relate.tiff by seanperez MITRE Technique: T1547.001 | Living-off-the-land technique detected | {
"geo_location": "Belgium",
"device_hash": "9d5b94cefbf298f983fde57caef8fb9ed3171997774649442c6d79bd42f1f8f9",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/534.21.1 (KHTML, like Gecko) Version/5.0.1 Safari/534.21.1",
"session_id": "3a3cf075-e277-4cd1-8942-fa9c3560a3b8",
"risk_score": 74.44... | seanperez | process_stop | /ahead/relate.tiff | 7,684 | cmd.exe | MITRE Technique: T1547.001 | Living-off-the-land technique detected | Endpoint process_stop /ahead/relate.tiff by seanperez MITRE Technique: T1547.001 | Living-off-the-land technique detected | {
"baseline_deviation": 2.78,
"entropy": 7.15,
"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 |
b5f566e1-9888-479f-a12c-131cece8b184 | 2025-02-10T11:10:25 | endpoint | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|info| desc=Endpoint process_start main by micheledavis MITRE Technique: T1059.005 | {
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "dbbb745d98a0651d376f3c67e18a16d0ee72cfc97ec92297a8b09a23a88f6152",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_6; rv:1.9.2.20) Gecko/6415-11-20 23:36:16 Firefox/14.0",
"session_id": "74207684-6f89-49e7-90fe-e3ba455... | micheledavis | process_start | main | 2,247 | cmd.exe | MITRE Technique: T1059.005 | Endpoint process_start main by micheledavis MITRE Technique: T1059.005 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d33f325d-d86c-4612-ac3a-a4b9c215ec3f | 2025-04-30T14:15:30 | auth | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|high| desc=Auth timeout for nmiller via OAuth from 176.193.109.21 Associated Threat Actor: TA505 | Credential stuffing pattern detected | {
"geo_location": "Saint Helena",
"device_hash": "cc4f35351773fb234295fe6f7e9f15119097a4c6a62c5d52701b505225512b9d",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; byn-ER) AppleWebKit/535.5.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6535.5.5",
"session_id": "b9a307c6-40aa-430... | nmiller | timeout | null | null | null | Associated Threat Actor: TA505 | Credential stuffing pattern detected | Auth timeout for nmiller via OAuth from 176.193.109.21 Associated Threat Actor: TA505 | Credential stuffing pattern detected | null | null | null | null | 176.193.109.21 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | e6:ba:09:be:d3:ff |
782ee016-eb4e-4353-bca0-3489861eee07 | 2025-05-07T21:47:17 | firewall | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|info| desc=Firewall drop HTTP traffic from 137.73.140.189:10 to 10.94.15.166:401 MITRE Technique: T1204.002 | {
"geo_location": "France",
"device_hash": "b6bebd761401e4af1f85eefe69b588fc",
"user_agent": "Mozilla/5.0 (Android 4.4.1; Mobile; rv:33.0) Gecko/33.0 Firefox/33.0",
"session_id": "b494693d-d693-4fce-bb4e-76fe554b4c05",
"risk_score": 6.06,
"confidence": 0.04
} | null | drop | null | null | null | MITRE Technique: T1204.002 | Firewall drop HTTP traffic from 137.73.140.189:10 to 10.94.15.166:401 MITRE Technique: T1204.002 | {
"baseline_deviation": 1.67,
"entropy": 5.29,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 137.73.140.189 | 10.94.15.166 | null | null | null | null | null | null | null | null | 10 | 401 | HTTP | 724,523 | 3,022 | null | null |
57a72fe1-abd4-40ad-a907-5b42c07e05a8 | 2025-05-27T15:01:54 | auth | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|medium| desc=Auth failed for reynoldswesley via biometric from 4.181.208.196 No additional info | {
"geo_location": "Nauru",
"device_hash": "0db5983a2d75567f6e3cce16ced65779",
"user_agent": "Opera/9.49.(X11; Linux i686; af-ZA) Presto/2.9.187 Version/10.00",
"session_id": "e6ccd8fe-6373-4561-b3f3-43c2ba6d69e8",
"risk_score": 68.57,
"confidence": 0.65
} | reynoldswesley | failed | null | null | null | No additional info | Auth failed for reynoldswesley via biometric from 4.181.208.196 No additional info | null | null | null | null | 4.181.208.196 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 07:9b:97:32:c7:b6 |
e7cccae2-a851-470b-b768-c8b5c97adfa1 | 2025-07-10T20:48:38 | firewall | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only RDP traffic from 180.60.177.105:38263 to 87.208.140.144:897 No additional info | {
"geo_location": "Sudan",
"device_hash": "8413220810433730ec7080878e10d67e",
"user_agent": "Opera/8.30.(X11; Linux x86_64; yi-US) Presto/2.9.189 Version/10.00",
"session_id": "71d648ba-5f3e-40ab-ad1b-01285c898019",
"risk_score": 75.42,
"confidence": 0.61
} | null | log-only | null | null | null | No additional info | Firewall log-only RDP traffic from 180.60.177.105:38263 to 87.208.140.144:897 No additional info | null | null | null | null | 180.60.177.105 | 87.208.140.144 | null | null | null | null | null | null | null | null | 38,263 | 897 | RDP | 598,571 | 1,231 | null | null |
674de639-9115-4eb8-aaf7-5bd2b4919446 | 2025-04-09T20:54:14 | endpoint | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec condition by boydjuan No additional info | {
"geo_location": "Jamaica",
"device_hash": "431498a638f9b61db0949f2c16b0ab4de90a6d10ff828c7415679519787a1ae9",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/53.0.884.0 Safari/535.0",
"session_id": "054dc020-a857-4c1b-bd3c-f446fa73a9a8",
"risk_score": 65.66,
"confi... | boydjuan | wmi_exec | condition | 9,585 | explorer.exe | No additional info | Endpoint wmi_exec condition by boydjuan No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
97f346e9-50bd-4900-9f85-220f4f60116a | 2025-04-09T19:15:01 | ids_alert | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|high| desc=ArcSight Alert: MFA Bypass detected from 37.191.242.204 targeting 72.128.67.181 Unconventional IOC: Power consumption spikes | {
"geo_location": "Mali",
"device_hash": "8651c5e4456d0b726ee13f3305cac757",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; sid-ET) AppleWebKit/531.50.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6531.50.2",
"session_id": "4c77675e-8c57-49f3-a69f-42fd10a44574",
"risk_score": ... | null | null | null | null | null | Unconventional IOC: Power consumption spikes | ArcSight Alert: MFA Bypass detected from 37.191.242.204 targeting 72.128.67.181 Unconventional IOC: Power consumption spikes | null | null | null | null | 37.191.242.204 | 72.128.67.181 | MFA Bypass | SIG-3657 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
7d2e7dc4-65d0-4912-92ee-b68fe368d87e | 2021-01-14T05:14:20 | iot | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor side_channel No additional info | {
"geo_location": "Italy",
"device_hash": "6a48d63f99fe78a487e957e8945d9b4045521877366a8961fc38c67761ca47f7",
"user_agent": "Opera/8.35.(Windows NT 6.2; yo-NG) Presto/2.9.181 Version/11.00",
"session_id": "8f8bb817-032e-4d69-a312-b69ccf671b7d",
"risk_score": 38.32,
"confidence": 0.11
} | null | side_channel | null | null | null | No additional info | IoT device Sensor side_channel No additional info | null | Sensor | iot-c2f7ecab | 5.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2c698a8a-fe15-4de8-a457-d9d5195b79d5 | 2025-06-03T05:31:18 | ids_alert | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|high| desc=Tanium Alert: MFA Bypass detected from 16.226.224.248 targeting 220.38.58.112 MITRE Technique: T1134.001 noise=U21pbGUu | {
"geo_location": "Argentina",
"device_hash": "65fbfd93f2119bbf59b792a08faee17f5e0f6e738ac01572b826df6f5bd0ac3a",
"user_agent": "Mozilla/5.0 (Linux; Android 4.2.2) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/20.0.893.0 Safari/533.2",
"session_id": "658434b2-405c-43e8-b6a3-16fa7a8037e3",
"risk_score": 49.08,
... | null | null | null | null | null | MITRE Technique: T1134.001 | Tanium Alert: MFA Bypass detected from 16.226.224.248 targeting 220.38.58.112 MITRE Technique: T1134.001 | null | null | null | null | 16.226.224.248 | 220.38.58.112 | MFA Bypass | SIG-7737 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
ed3c592b-9f99-439e-9fe2-8167a2f4a8db | 2025-07-09T14:39:28 | cloud | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|low| desc=Cloud shadow_it in AWS by ysalazar MITRE Technique: T1071.001 | Associated Threat Actor: Equation Group | {
"geo_location": "Netherlands",
"device_hash": "94d09f44070b49d653169234ef58de74",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_2 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) FxiOS/18.3y3593.0 Mobile/58I034 Safari/532.2",
"session_id": "17ea0936-e551-4a8a-93b3-2ef229a11b7e",
"risk_score": 58.... | ysalazar | shadow_it | null | null | null | MITRE Technique: T1071.001 | Associated Threat Actor: Equation Group | Cloud shadow_it in AWS by ysalazar MITRE Technique: T1071.001 | Associated Threat Actor: Equation Group | null | null | null | null | null | null | null | null | null | AWS | res-c5cd03a6 | null | null | null | null | null | null | null | null | null | null |
4c874d63-bdfc-408c-a734-e19d01e62b0a | 2021-11-07T16:39:05 | ids_alert | OSSEC v3.7.0 | emergency | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|emergency| desc=OSSEC Alert: AI Model Poisoning detected from 104.218.185.174 targeting 75.51.68.165 Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Norway",
"device_hash": "90dad9cb5702c3569c09d299fb97106a7df4e0dede44b87e3ac41c8836c63812",
"user_agent": "Opera/9.97.(Windows NT 6.0; ga-IE) Presto/2.9.190 Version/11.00",
"session_id": "7b0bdfd4-ea88-4dc3-aeed-85d33e93a7f3",
"risk_score": 47.64,
"confidence": 0.85
} | null | null | null | null | null | Unconventional IOC: Thermal sensor anomalies | OSSEC Alert: AI Model Poisoning detected from 104.218.185.174 targeting 75.51.68.165 Unconventional IOC: Thermal sensor anomalies | null | null | null | null | 104.218.185.174 | 75.51.68.165 | AI Model Poisoning | SIG-2809 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
fa5f9a45-e012-43e3-a39e-9455b634f278 | 2025-06-20T23:24:37 | cloud | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in GCP by bartlettchristine MITRE Technique: T1059.005 | {
"geo_location": "Honduras",
"device_hash": "3d63a1cd621e9e93c5091ec5191df5c1",
"user_agent": "Opera/9.91.(X11; Linux i686; kw-GB) Presto/2.9.177 Version/11.00",
"session_id": "a076a550-8814-47ba-9f8c-5df84a08c4cd",
"risk_score": 53.89,
"confidence": 0.26
} | bartlettchristine | lambda_execution | null | null | null | MITRE Technique: T1059.005 | Cloud lambda_execution in GCP by bartlettchristine MITRE Technique: T1059.005 | null | null | null | null | null | null | null | null | null | GCP | res-dbdea2c6 | null | null | null | null | null | null | null | null | null | null |
309d7c7e-634f-4d4d-bebe-15696478e149 | 2025-01-19T02:59:05 | network | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 62.58.153.235 to 10.189.108.240 MITRE Technique: T1053.005 noise=main/tags | {
"geo_location": "Antigua and Barbuda",
"device_hash": "58f70c66eae4fa97aae8be8f90bcd155",
"user_agent": "Mozilla/5.0 (Windows NT 5.1; ar-LY; rv:1.9.1.20) Gecko/4899-08-21 08:34:08 Firefox/3.8",
"session_id": "ed17a879-cc62-4fcd-a25f-27efe8567e02",
"risk_score": 45.69,
"confidence": 0.05
} | null | latency_spike | null | null | null | MITRE Technique: T1053.005 | Network latency_spike from 62.58.153.235 to 10.189.108.240 MITRE Technique: T1053.005 | null | null | null | null | 62.58.153.235 | 10.189.108.240 | null | null | null | null | null | null | null | null | null | null | ICMP | 57,643 | null | null | null |
7c5918e5-29e4-4c3b-8248-e98d3433ae55 | 2025-04-18T00:16:01 | ai | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|info| desc=AI system model_inversion by vvalenzuela No additional info | {
"geo_location": "Solomon Islands",
"device_hash": "da4e7a81757c4322f00d07a6fb4d26ec",
"user_agent": "Opera/9.16.(Windows NT 6.2; mn-MN) Presto/2.9.178 Version/11.00",
"session_id": "31dde4ef-cdcf-4146-9af5-5c72edbd13d1",
"risk_score": 91.88,
"confidence": 0.7
} | vvalenzuela | model_inversion | null | null | null | No additional info | AI system model_inversion by vvalenzuela No additional info | null | null | null | null | null | null | null | null | null | null | null | model-d6f26437 | 4298935e354d2f99f8449739faaa3aab524c2a291ffc30f664c79be7731c5a12 | e05a8566df0a4ede05ebcb5407484f3b | null | null | null | null | null | null | null |
759428f8-4850-4490-85ae-a4e8701e89f5 | 2025-02-05T12:42:22 | firewall | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|high| desc=Firewall allow UDP traffic from 209.191.108.67:587 to 62.106.16.165:316 No additional info | {
"geo_location": "Pakistan",
"device_hash": "7780c5e508b6026372c278de879eded82d27872c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/5.1)",
"session_id": "6a1410ea-da7b-434c-9bf9-335f54e189ce",
"risk_score": 37.9,
"confidence": 0.84
} | null | allow | null | null | null | No additional info | Firewall allow UDP traffic from 209.191.108.67:587 to 62.106.16.165:316 No additional info | null | null | null | null | 209.191.108.67 | 62.106.16.165 | null | null | null | null | null | null | null | null | 587 | 316 | UDP | 894,697 | 631 | null | null |
d62b85f1-a523-4708-9521-10bf01f43b61 | 2025-02-26T06:45:00 | endpoint | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint powershell_exec /send/magazine.mp4 by davidlewis No additional info | {
"geo_location": "Malawi",
"device_hash": "811e9b6eaf2e080a22af4da63a0ac0d26c80c939",
"user_agent": "Opera/8.41.(X11; Linux x86_64; kok-IN) Presto/2.9.160 Version/10.00",
"session_id": "8e7742d3-29e3-46f5-8a5a-2416472f3796",
"risk_score": 34.92,
"confidence": 0.87
} | davidlewis | powershell_exec | /send/magazine.mp4 | 3,663 | explorer.exe | No additional info | Endpoint powershell_exec /send/magazine.mp4 by davidlewis No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
92f8d50e-044f-4738-a41f-e2d1fc7bd3b8 | 2020-08-16T20:25:09 | ids_alert | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|low| desc=OSSEC Alert: AI Model Poisoning detected from 214.195.40.136 targeting 220.33.16.64 MITRE Technique: T1574.002 | {
"geo_location": "Costa Rica",
"device_hash": "fc5612463b069220446028aae7e183476ff0647bf9f1e3a2d04afd139772cabd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 11.0; Trident/3.1)",
"session_id": "edf627df-8334-4795-bf08-d1634191d384",
"risk_score": 58.39,
"confidence": 0.28
} | null | null | null | null | null | MITRE Technique: T1574.002 | OSSEC Alert: AI Model Poisoning detected from 214.195.40.136 targeting 220.33.16.64 MITRE Technique: T1574.002 | null | null | null | null | 214.195.40.136 | 220.33.16.64 | AI Model Poisoning | SIG-4628 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
eb3193d2-09fd-4bc5-b228-2828215db854 | 2025-02-06T07:28:13 | auth | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|high| desc=Auth success for kimberlyadams via OAuth from 218.72.43.66 Possible golden ticket usage noise=892030F2 | {
"geo_location": "Brunei Darussalam",
"device_hash": "588a1a843f06bc9719c2b2ddacfb187022ce82a1",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_0 rv:2.0; ik-CA) AppleWebKit/535.23.5 (KHTML, like Gecko) Version/4.0.5 Safari/535.23.5",
"session_id": "99cb6722-b427-4e0d-be46-2f758d1169a6",
"risk_score... | kimberlyadams | success | null | null | null | Possible golden ticket usage | Auth success for kimberlyadams via OAuth from 218.72.43.66 Possible golden ticket usage | null | null | null | null | 218.72.43.66 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | e1:63:84:1a:89:72 |
0b76c214-2a99-4a81-bbbc-e1e3214354fc | 2025-03-08T20:27:29 | network | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|critical| desc=Network data_exfiltration from 61.91.207.216 to 60.166.33.119 MITRE Technique: T1110.003 | {
"geo_location": "United States Virgin Islands",
"device_hash": "efcb7b41323390f5c6095f47fe8fd0c8c9d07f55f1605c0c4d7670ff1bc13cef",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/35.0.889.0 Safari/536.2",
"session_id": "2d9d53c8-8aa3-4c43-bc3c-c9cc37b68926",
"risk_s... | null | data_exfiltration | null | null | null | MITRE Technique: T1110.003 | Network data_exfiltration from 61.91.207.216 to 60.166.33.119 MITRE Technique: T1110.003 | null | null | null | null | 61.91.207.216 | 60.166.33.119 | null | null | null | null | null | null | null | null | null | null | HTTPS | 261,315 | null | null | null |
117e3ac4-edcc-4926-a0b0-5da9da383719 | 2025-03-24T10:56:06 | ai | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|info| desc=AI system adversarial_input by monicalamb No additional info | {
"geo_location": "Guam",
"device_hash": "72b9d104633310d5338b6372280eed169346ea59",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_6 rv:4.0; eo-US) AppleWebKit/532.33.5 (KHTML, like Gecko) Version/4.0.5 Safari/532.33.5",
"session_id": "5c301103-47f7-42ee-9e15-0ca3fda6bee8",
"risk_score": 44.67,
... | monicalamb | adversarial_input | null | null | null | No additional info | AI system adversarial_input by monicalamb No additional info | null | null | null | null | null | null | null | null | null | null | null | model-de50c5ba | 5303d10acf511283b3ea3780feaa24b9 | d23341759502dd535d8b1ab5bd441422 | null | null | null | null | null | null | null |
dd23427a-a74d-4225-9144-0c88e5cf89ff | 2025-02-24T17:01:25 | endpoint | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection /among/into.jpg by ocarroll Unconventional IOC: Thermal sensor anomalies noise=become|billion|mouth | {
"geo_location": "Chad",
"device_hash": "8ee4ae0205f3dd7b5c230b93fe90d44561984733",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.2; Trident/3.0)",
"session_id": "3e71b5cf-7577-45de-980d-ef0344d8fcd1",
"risk_score": 39.1,
"confidence": 0.91
} | ocarroll | memory_injection | /among/into.jpg | 4,719 | cmd.exe | Unconventional IOC: Thermal sensor anomalies | Endpoint memory_injection /among/into.jpg by ocarroll Unconventional IOC: Thermal sensor anomalies | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
407de758-44a5-41fd-acea-1f06854c93f2 | 2025-07-09T22:48:26 | endpoint | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|high| desc=Endpoint persistence_mechanism /tax/size.doc by sanchezemily No additional info | {
"geo_location": "Guam",
"device_hash": "3d3f2397ee6ab0192f598712adf197a7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.0; Trident/3.0)",
"session_id": "47e8d1fb-ca3f-4d6f-8745-dbc69199c862",
"risk_score": 76.47,
"confidence": 0.58
} | sanchezemily | persistence_mechanism | /tax/size.doc | 1,523 | svchost.exe | No additional info | Endpoint persistence_mechanism /tax/size.doc by sanchezemily No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
95cd5229-ff40-446d-9987-11e189ca1eab | 2025-05-30T17:31:41 | firewall | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow RDP traffic from 117.134.15.246:784 to 206.164.43.98:2474 MITRE Technique: T1134.001 | {
"geo_location": "Tunisia",
"device_hash": "c4f031c4a49da1c2b7b0a41f3023d720d3399d7eb433fa1f058d0042083de60c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 95; Trident/4.0)",
"session_id": "fcc90f2a-b482-47cb-a738-153e286c403c",
"risk_score": 68.77,
"confidence": 0.71
} | null | allow | null | null | null | MITRE Technique: T1134.001 | Firewall allow RDP traffic from 117.134.15.246:784 to 206.164.43.98:2474 MITRE Technique: T1134.001 | null | null | null | null | 117.134.15.246 | 206.164.43.98 | null | null | null | null | null | null | null | null | 784 | 2,474 | RDP | 330,490 | 1,625 | null | null |
c3c1159c-d75c-42ed-aafc-5782ab98388d | 2025-05-23T20:06:36 | cloud | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|medium| desc=Cloud permission_escalation in AWS by edavis MITRE Technique: T1543.003 | {
"geo_location": "Syrian Arab Republic",
"device_hash": "0d4e94dc50f42fece6545cc44f623351cde763f31ef9bbc550c8a120251bd16b",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_6; rv:1.9.3.20) Gecko/3047-11-28 22:33:34 Firefox/3.8",
"session_id": "61c24bfe-7355-484c-ad45-0c322e14abc9",
"risk_score": 5... | edavis | permission_escalation | null | null | null | MITRE Technique: T1543.003 | Cloud permission_escalation in AWS by edavis MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | AWS | res-157723fb | null | null | null | null | null | null | null | null | null | null |
8b12a3f9-2714-4e03-a836-8b707bf0d43d | 2025-04-15T10:03:38 | endpoint | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint memory_injection some by gjohnson Associated Threat Actor: TA505 noise=U2VydmljZS4= | {
"geo_location": "Chile",
"device_hash": "36c1ee2cf5be32025a6c9517a5882b224249ce866159cb867174b6c934ed0ddc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.0; Trident/4.0)",
"session_id": "268023f5-5387-4667-b2b0-314a839b4b5b",
"risk_score": 33.35,
"confidence": 0.4
} | gjohnson | memory_injection | some | 1,547 | cmd.exe | Associated Threat Actor: TA505 | Endpoint memory_injection some by gjohnson Associated Threat Actor: TA505 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
669f4cd8-5866-4ba9-9645-a12f0b7c1a01 | 2025-03-15T18:42:03 | endpoint | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint powershell_exec price by qsanchez No additional info | {
"geo_location": "Ethiopia",
"device_hash": "e67ccc32ee04d16eca9595b7c8efcc2b6ac28be0f27c0f826933c437edea2c59",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/5.1)",
"session_id": "5370b961-573a-4808-8e32-fb40dff759f0",
"risk_score": 58.77,
"confidence": 0.92
} | qsanchez | powershell_exec | price | 8,866 | powershell.exe | No additional info | Endpoint powershell_exec price by qsanchez No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7a93b432-1ca3-4004-b154-003af6b89465 | 2025-04-01T02:12:39 | endpoint | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint memory_injection /company/focus.json by jennifer62 No additional info | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "56f2648a5fd60b27f2c9329d6f25f921d342ed183e9d0cab769150e491c98a87",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2.3) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/13.0.863.0 Safari/536.0",
"session_id": "f605dfb2-049c-4bf3-9... | jennifer62 | memory_injection | /company/focus.json | 652 | powershell.exe | No additional info | Endpoint memory_injection /company/focus.json by jennifer62 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ae14c96a-6756-4f35-a117-219575f2656c | 2025-03-26T02:25:32 | ids_alert | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|high| desc=Snort Alert: Credential Stuffing detected from 30.37.61.7 targeting 133.218.171.179 MITRE Technique: T1059.005 | Obfuscated payload detected | {
"geo_location": "Congo",
"device_hash": "7f8c48e04efe24d2d97da5ebbe0b8593d9cc0ca1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/5.1)",
"session_id": "be72d040-cebe-4e33-8549-2fcfa277f10c",
"risk_score": 39.96,
"confidence": 0.8
} | null | null | null | null | null | MITRE Technique: T1059.005 | Obfuscated payload detected | Snort Alert: Credential Stuffing detected from 30.37.61.7 targeting 133.218.171.179 MITRE Technique: T1059.005 | Obfuscated payload detected | null | null | null | null | 30.37.61.7 | 133.218.171.179 | Credential Stuffing | SIG-1548 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
562b2f9e-1487-4156-9018-beb1c3f45b68 | 2025-05-23T14:43:33 | firewall | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny TCP traffic from 10.220.103.93:576 to 168.244.51.32:152 No additional info | {
"geo_location": "Russian Federation",
"device_hash": "9d22df8cc43ac173ce1c6c1b9023ae61619d0235f0c22cba4f852f4350a16ce5",
"user_agent": "Opera/9.64.(X11; Linux i686; sa-IN) Presto/2.9.178 Version/11.00",
"session_id": "b19e8872-c167-4f3a-854d-5d1e47c6e28a",
"risk_score": 49.31,
"confidence": 0.52
} | null | deny | null | null | null | No additional info | Firewall deny TCP traffic from 10.220.103.93:576 to 168.244.51.32:152 No additional info | null | null | null | null | 10.220.103.93 | 168.244.51.32 | null | null | null | null | null | null | null | null | 576 | 152 | TCP | 213,346 | 3,134 | null | null |
81b8b48a-7621-4d59-8d6c-f5f25d3f2421 | 2025-04-07T06:59:42 | ids_alert | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|low| desc=Trellix Alert: DNS Tunneling detected from 207.193.85.151 targeting 76.158.193.185 No additional info | {
"geo_location": "Saint Barthelemy",
"device_hash": "9c1be6c6fea4bebfcc05fb2b3eb2c35f0275e1e1",
"user_agent": "Opera/8.26.(Windows NT 5.1; uz-UZ) Presto/2.9.187 Version/11.00",
"session_id": "8c65e452-d844-473f-a395-cca16c6cc0ae",
"risk_score": 59.16,
"confidence": 0.51
} | null | null | null | null | null | No additional info | Trellix Alert: DNS Tunneling detected from 207.193.85.151 targeting 76.158.193.185 No additional info | null | null | null | null | 207.193.85.151 | 76.158.193.185 | DNS Tunneling | SIG-3281 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
7b7f0c1d-0b19-4460-9dcb-4350d2379b8e | 2025-07-01T22:54:54 | cloud | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|high| desc=Cloud container_escape in OCI by michael60 MITRE Technique: T1071.001 noise=category/main | {
"geo_location": "Burkina Faso",
"device_hash": "0d6a6b56e54d31cd478775ded491ec10",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/535.15.6 (KHTML, like Gecko) Version/4.0 Safari/535.15.6",
"session_id": "bb2fe7e0-1fe6-4d90-b401-13c361a4b469",
"risk_score": 44.38,
"confidence": 0.32
} | michael60 | container_escape | null | null | null | MITRE Technique: T1071.001 | Cloud container_escape in OCI by michael60 MITRE Technique: T1071.001 | null | null | null | null | null | null | null | null | null | OCI | res-86af2306 | null | null | null | null | null | null | null | null | null | null |
4ddf571e-348a-41bf-812d-c4496c78ab07 | 2025-03-18T10:42:16 | firewall | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall inspect SMB traffic from 10.209.38.125:830 to 24.114.61.200:660 MITRE Technique: T1059.005 | {
"geo_location": "Saint Lucia",
"device_hash": "01ec07aeebf5a9e00bfde5c09e6c99692b4bd653",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 95; Trident/3.1)",
"session_id": "221a4a9d-061b-4d50-8b16-68fe9cec17b4",
"risk_score": 59.93,
"confidence": 0.76
} | null | inspect | null | null | null | MITRE Technique: T1059.005 | Firewall inspect SMB traffic from 10.209.38.125:830 to 24.114.61.200:660 MITRE Technique: T1059.005 | null | null | null | null | 10.209.38.125 | 24.114.61.200 | null | null | null | null | null | null | null | null | 830 | 660 | SMB | 387,242 | 1,361 | null | null |
31487354-32cc-495c-a33f-cff995981571 | 2025-01-29T18:42:43 | cloud | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|low| desc=Cloud container_escape in GCP by smithchristine Unconventional IOC: TPM attestation failures | {
"geo_location": "Sierra Leone",
"device_hash": "d949a833db4942705fd2da661744525309e410bc1c69790b9c6cb9768a7bc749",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/42.0.834.0 Safari/534.2",
"session_id": "a2e81f7e-1798-4bf9-af71-84374688bb14",
"risk_score": 76.52,
... | smithchristine | container_escape | null | null | null | Unconventional IOC: TPM attestation failures | Cloud container_escape in GCP by smithchristine Unconventional IOC: TPM attestation failures | null | null | null | null | null | null | null | null | null | GCP | res-94c35ebd | null | null | null | null | null | null | null | null | null | null |
761c84a3-4fad-4b66-bdd3-0ae3df46033a | 2025-05-27T16:17:43 | endpoint | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint file_access live by tcarlson No additional info noise=fact|yes|discussion | {
"geo_location": "Yemen",
"device_hash": "604009ac2bdb26668e756fd9221fe92bfbf6ececc0ba58340a96951a05b90345",
"user_agent": "Opera/9.49.(Windows 98; Win 9x 4.90; az-AZ) Presto/2.9.186 Version/12.00",
"session_id": "e785c814-ce48-409e-b673-0a28cf898930",
"risk_score": 56.72,
"confidence": 0.31
} | tcarlson | file_access | live | 862 | cmd.exe | No additional info | Endpoint file_access live by tcarlson No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6a7afa5a-e359-4e13-a01c-5b8a0ee0548b | 2025-05-10T20:07:14 | firewall | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|low| desc=Firewall quarantine DNS traffic from 8.175.74.59:889 to 193.26.188.22:922 Geo anomaly: Impossible travel detected | {
"geo_location": "Japan",
"device_hash": "855d13609d85a39e3e705108b2a8bb3b",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/59.0.836.0 Safari/534.2",
"session_id": "bbd49c79-6a32-4a6c-a7b5-0618d1f48c88",
"risk_score": 75.94,
"confidence": 0.6
} | null | quarantine | null | null | null | Geo anomaly: Impossible travel detected | Firewall quarantine DNS traffic from 8.175.74.59:889 to 193.26.188.22:922 Geo anomaly: Impossible travel detected | null | null | null | null | 8.175.74.59 | 193.26.188.22 | null | null | null | null | null | null | null | null | 889 | 922 | DNS | 831,008 | 116 | null | null |
0488d512-e079-4de1-887f-90d8d73895b0 | 2025-03-21T09:17:03 | network | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 137.107.158.187 to 67.152.219.105 Unconventional IOC: Bios timestamp anomalies | {
"geo_location": "Tokelau",
"device_hash": "4a7fddbd4cc1cbf61261a10513dd603ed086021b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/4.0)",
"session_id": "79c4d565-234d-4328-b517-f6a89361c894",
"risk_score": 58.43,
"confidence": 0.52
} | null | disconnection | null | null | null | Unconventional IOC: Bios timestamp anomalies | Network disconnection from 137.107.158.187 to 67.152.219.105 Unconventional IOC: Bios timestamp anomalies | null | null | null | null | 137.107.158.187 | 67.152.219.105 | null | null | null | null | null | null | null | null | null | null | ICMP | 851,589 | null | null | null |
1e256159-b3e1-436a-8435-56c754dc1378 | 2025-02-27T00:33:22 | iot | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|medium| desc=IoT device Camera unusual_activity MITRE Technique: T1071.001 | {
"geo_location": "Philippines",
"device_hash": "04d1428c787042eb29510a853c216f5de67b90df",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/6247-02-26 00:23:18 Firefox/3.8",
"session_id": "b8855ece-c71e-4cda-90f0-8287c653b3f4",
"risk_score": 85.03,
"confidence": 0.82
} | null | unusual_activity | null | null | null | MITRE Technique: T1071.001 | IoT device Camera unusual_activity MITRE Technique: T1071.001 | null | Camera | iot-c4889a1d | 10.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5d8a3919-81ea-44c3-8e9f-54993fb7ac4a | 2025-01-28T08:12:02 | iot | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|high| desc=IoT device Camera firmware_update MITRE Technique: T1574.002 | {
"geo_location": "Estonia",
"device_hash": "b433d93277a68b2b8097c77637c926a2",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/533.2.3 (KHTML, like Gecko) Version/4.0.2 Safari/533.2.3",
"session_id": "e09875be-6907-4339-ba19-febfa47f1848",
"risk_score": 34.66,
"confidence": 0.16
} | null | firmware_update | null | null | null | MITRE Technique: T1574.002 | IoT device Camera firmware_update MITRE Technique: T1574.002 | null | Camera | iot-dbc255f1 | 4.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
54a4ca94-841b-49a4-9d4b-caec5fa27630 | 2025-06-10T05:09:37 | ai | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by ghill No additional info | {
"geo_location": "Estonia",
"device_hash": "2c4e9989f1d72ead6095d4c47d45f475",
"user_agent": "Mozilla/5.0 (Android 2.2.3; Mobile; rv:68.0) Gecko/68.0 Firefox/68.0",
"session_id": "21c30314-66aa-434b-9c26-814652170787",
"risk_score": 56.66,
"confidence": 0.72
} | ghill | model_inversion | null | null | null | No additional info | AI system model_inversion by ghill No additional info | null | null | null | null | null | null | null | null | null | null | null | model-55d60a3b | 9f511f2666a53ef59dde7935c56cd6d60567112c | b3dc8c7047dcb0f186723f0c344ccfad08dfa68e0419618b33d2e93c125f6e21 | null | null | null | null | null | null | null |
328c0982-278b-496a-b932-6691eda19f44 | 2025-02-14T12:17:11 | ids_alert | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|critical| desc=AlienVault Alert: DDoS detected from 38.129.246.33 targeting 4.199.132.135 No additional info | {
"geo_location": "Georgia",
"device_hash": "bbcf4bb0593428e3cdc102484b2cbd04f2bbf42f",
"user_agent": "Mozilla/5.0 (Windows CE; sa-IN; rv:1.9.0.20) Gecko/3859-05-01 16:14:27 Firefox/3.8",
"session_id": "994db3b4-a924-4bdf-9ec5-4c546278f1d6",
"risk_score": 23.68,
"confidence": 0.98
} | null | null | null | null | null | No additional info | AlienVault Alert: DDoS detected from 38.129.246.33 targeting 4.199.132.135 No additional info | null | null | null | null | 38.129.246.33 | 4.199.132.135 | DDoS | SIG-5673 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
447cb4fa-4252-4d26-ad5c-ab340a2aad82 | 2025-05-22T11:19:33 | auth | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|high| desc=Auth success for cynthiawhite via passwordless from 194.95.154.51 No additional info | {
"geo_location": "Ethiopia",
"device_hash": "86e01b65a55a5a98ebe68ffc7432b11cb4ffa7a3",
"user_agent": "Opera/9.66.(Windows 98; bem-ZM) Presto/2.9.173 Version/12.00",
"session_id": "b10b5695-dce2-4b01-bbc7-ef030cf2607e",
"risk_score": 33.27,
"confidence": 0.55
} | cynthiawhite | success | null | null | null | No additional info | Auth success for cynthiawhite via passwordless from 194.95.154.51 No additional info | null | null | null | null | 194.95.154.51 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | d4:b9:00:e4:bc:37 |
a7d48f56-4627-4473-88c9-ae0391c4b4fa | 2025-07-05T12:15:14 | firewall | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only SSH traffic from 188.109.167.179:12739 to 66.208.5.246:571 No additional info noise=RGV2ZWxvcC4= | {
"geo_location": "Chad",
"device_hash": "6f04fe716ff769dffb9bdcff02a3fa3e",
"user_agent": "Opera/9.42.(X11; Linux x86_64; lg-UG) Presto/2.9.189 Version/12.00",
"session_id": "e3ed6082-b440-494e-852a-8383e1a7a1e6",
"risk_score": 98.26,
"confidence": 0.62
} | null | log-only | null | null | null | No additional info | Firewall log-only SSH traffic from 188.109.167.179:12739 to 66.208.5.246:571 No additional info | null | null | null | null | 188.109.167.179 | 66.208.5.246 | null | null | null | null | null | null | null | null | 12,739 | 571 | SSH | 653,732 | 2,516 | null | null |
600ccbc1-bad5-480e-86f2-42a0b4dfc200 | 2025-07-07T07:42:06 | iot | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC command_injection MITRE Technique: T1218.011 | {
"geo_location": "Bulgaria",
"device_hash": "33e5a3123d9654aff69f32f1f75380cb48560b553b36b0b1e94dfd84cd0b99d0",
"user_agent": "Opera/8.75.(Windows NT 11.0; mt-MT) Presto/2.9.173 Version/11.00",
"session_id": "c67e3493-74f7-4fd2-935f-7821d1efdfb3",
"risk_score": 77.12,
"confidence": 0.39
} | null | command_injection | null | null | null | MITRE Technique: T1218.011 | IoT device HVAC command_injection MITRE Technique: T1218.011 | null | HVAC | iot-23d50b7a | 10.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bf4145a6-fec2-4608-8d5d-19104cf8cba7 | 2025-01-14T23:51:45 | network | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|info| desc=Network bandwidth_usage from 118.92.178.51 to 162.157.124.95 No additional info | {
"geo_location": "Namibia",
"device_hash": "0d42c2faa58855aea0cc03be5820b921dcfb3c04",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.2; Trident/4.0)",
"session_id": "89362125-7189-4b25-9fac-3a5e1b75a5fb",
"risk_score": 53.89,
"confidence": 0.62
} | null | bandwidth_usage | null | null | null | No additional info | Network bandwidth_usage from 118.92.178.51 to 162.157.124.95 No additional info | null | null | null | null | 118.92.178.51 | 162.157.124.95 | null | null | null | null | null | null | null | null | null | null | HTTP | 983,237 | null | null | null |
e485a8eb-55cc-4c06-b259-c7552e9e0f7f | 2025-04-08T07:24:15 | ai | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|info| desc=AI system membership_inference by michellecarr No additional info | {
"geo_location": "Guernsey",
"device_hash": "deae5d5fcda12faa0847eb9d79a6e32d",
"user_agent": "Mozilla/5.0 (Linux; Android 3.1) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/61.0.841.0 Safari/532.2",
"session_id": "77d67f76-b1a3-4618-96be-77268ba46b45",
"risk_score": 20.54,
"confidence": 0.97
} | michellecarr | membership_inference | null | null | null | No additional info | AI system membership_inference by michellecarr No additional info | null | null | null | null | null | null | null | null | null | null | null | model-bfbc741f | 196057ced5adc1a29c9218386122be740ca83a1f2407eb38c062d3a93e197954 | ee146306f2ef16bd46c4c703226042b2a4bbb71440315531fe611afd19e0e113 | null | null | null | null | null | null | null |
ca981451-ef33-4c20-bda4-ae1d8428ad5d | 2025-03-29T00:22:03 | network | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|medium| desc=Network protocol_anomaly from 130.63.82.31 to 81.106.190.117 No additional info | {
"geo_location": "Nepal",
"device_hash": "c0490304a883fb9e4bf3ecf5175660c4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.0; Trident/5.0)",
"session_id": "32f30245-07c7-4689-9e93-6df5dbcf618c",
"risk_score": 88.95,
"confidence": 0.55
} | null | protocol_anomaly | null | null | null | No additional info | Network protocol_anomaly from 130.63.82.31 to 81.106.190.117 No additional info | null | null | null | null | 130.63.82.31 | 81.106.190.117 | null | null | null | null | null | null | null | null | null | null | HTTP | 12,462 | null | null | null |
97b35f6b-d59d-4919-83f9-0aa83991daa0 | 2025-06-07T06:34:00 | cloud | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud storage_access in Alibaba by jennifernixon No additional info | {
"geo_location": "Malta",
"device_hash": "7e8da2af3f3ef9df4a242411b215ec4318c03835",
"user_agent": "Opera/8.48.(X11; Linux i686; hne-IN) Presto/2.9.175 Version/10.00",
"session_id": "f184298f-449d-4c18-b4f2-ff5a499e9861",
"risk_score": 41.59,
"confidence": 0.5
} | jennifernixon | storage_access | null | null | null | No additional info | Cloud storage_access in Alibaba by jennifernixon No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-3d5b7f16 | null | null | null | null | null | null | null | null | null | null |
f837f12c-6d40-49a3-b488-965b08565d9b | 2025-03-29T18:05:37 | iot | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|info| desc=IoT device Camera command_injection Unconventional IOC: Power consumption spikes | {
"geo_location": "Gabon",
"device_hash": "a13f0587a1b244a3ad523d5488ac4dd1",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_2; rv:1.9.5.20) Gecko/5673-11-03 13:53:38 Firefox/3.6.12",
"session_id": "8f86ec2b-34b8-4caa-a563-0e37e6809c5d",
"risk_score": 33.97,
"confidence": 0.78
} | null | command_injection | null | null | null | Unconventional IOC: Power consumption spikes | IoT device Camera command_injection Unconventional IOC: Power consumption spikes | null | Camera | iot-a312a072 | 9.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
33387fe5-5f27-425e-9da4-9752ed7bcaae | 2025-03-27T13:04:26 | endpoint | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint memory_injection /represent/interesting.json by adamsnyder No additional info noise=low|maybe|table | {
"geo_location": "Madagascar",
"device_hash": "024dd8919fc4b6599364f18ee6d642b6",
"user_agent": "Mozilla/5.0 (Windows 95; rw-RW; rv:1.9.0.20) Gecko/5965-11-24 01:06:16 Firefox/3.6.9",
"session_id": "2d4f5876-a25b-40b1-aa8b-549096b12c86",
"risk_score": 76.87,
"confidence": 0.99
} | adamsnyder | memory_injection | /represent/interesting.json | 1,750 | powershell.exe | No additional info | Endpoint memory_injection /represent/interesting.json by adamsnyder No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8d29a507-c453-45d1-937b-8fdcf1d59d3c | 2025-06-05T17:48:27 | endpoint | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint persistence_mechanism /gun/phone.xlsx by margaret71 MITRE Technique: T1059.005 | {
"geo_location": "Spain",
"device_hash": "fb2dd2dbcd013cbbb4e3c53cff68b108e95b12d8",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_1) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/29.0.844.0 Safari/532.2",
"session_id": "aed197ef-c037-4f7b-919f-96769d11311c",
"risk_score": 4.19,
"confidence": ... | margaret71 | persistence_mechanism | /gun/phone.xlsx | 7,813 | cmd.exe | MITRE Technique: T1059.005 | Endpoint persistence_mechanism /gun/phone.xlsx by margaret71 MITRE Technique: T1059.005 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8e7e04d6-e036-4855-94cc-7536de15c1df | 2025-06-28T14:51:06 | endpoint | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint wmi_exec administration by aaronpowell MITRE Technique: T1547.001 | {
"geo_location": "Iran",
"device_hash": "45c70a5b5dcf348c6e6343e6dd4d2399",
"user_agent": "Opera/9.42.(X11; Linux x86_64; zh-TW) Presto/2.9.170 Version/10.00",
"session_id": "c25bf5c0-dc3c-4ddb-b5b2-284223548499",
"risk_score": 20.37,
"confidence": 0.43
} | aaronpowell | wmi_exec | administration | 4,256 | cmd.exe | MITRE Technique: T1547.001 | Endpoint wmi_exec administration by aaronpowell MITRE Technique: T1547.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5a9997b4-62ee-479b-932a-6a42898ae766 | 2025-04-01T07:13:20 | firewall | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine RDP traffic from 64.209.28.95:838 to 62.239.216.39:258 MITRE Technique: T1053.005 | {
"geo_location": "Northern Mariana Islands",
"device_hash": "ee0842e572e7d66ea525ec03a78917e4",
"user_agent": "Opera/8.49.(Windows NT 6.1; mai-IN) Presto/2.9.170 Version/12.00",
"session_id": "3a019da7-6912-4224-a026-ecd9a609cfc9",
"risk_score": 52.56,
"confidence": 0.47
} | null | quarantine | null | null | null | MITRE Technique: T1053.005 | Firewall quarantine RDP traffic from 64.209.28.95:838 to 62.239.216.39:258 MITRE Technique: T1053.005 | null | null | null | null | 64.209.28.95 | 62.239.216.39 | null | null | null | null | null | null | null | null | 838 | 258 | RDP | 802,763 | 55 | null | null |
e0323643-0051-4ac0-a081-361cdff87a81 | 2025-06-01T18:12:31 | auth | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|low| desc=Auth failed for jason70 via passwordless from 48.221.71.16 MITRE Technique: T1078.004 | {
"geo_location": "Uruguay",
"device_hash": "3bbc6669f50d7e9398b5ba467f9bb7ac83e8cd7d7342fd9e927f8defd65b2626",
"user_agent": "Mozilla/5.0 (Windows NT 5.0; ru-RU; rv:1.9.1.20) Gecko/8332-03-01 01:37:46 Firefox/3.6.9",
"session_id": "2470cac6-e1c6-4865-99d9-f84d60fc4c3c",
"risk_score": 51.06,
"confidence": 0... | jason70 | failed | null | null | null | MITRE Technique: T1078.004 | Auth failed for jason70 via passwordless from 48.221.71.16 MITRE Technique: T1078.004 | null | null | null | null | 48.221.71.16 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | cd:c5:52:05:96:2b |
ca3bb4be-3e60-4fe0-b10f-97cc4704ca27 | 2025-01-13T14:28:14 | firewall | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect DNS traffic from 82.167.86.115:236 to 223.156.81.157:23393 No additional info | {
"geo_location": "Paraguay",
"device_hash": "c12feb2cb38f2920cef2b324b60ef11e13a3c4f3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/3.0)",
"session_id": "711d9931-870a-466f-9975-a805b2f72509",
"risk_score": 85.04,
"confidence": 0.04
} | null | inspect | null | null | null | No additional info | Firewall inspect DNS traffic from 82.167.86.115:236 to 223.156.81.157:23393 No additional info | null | null | null | null | 82.167.86.115 | 223.156.81.157 | null | null | null | null | null | null | null | null | 236 | 23,393 | DNS | 509,154 | 3,279 | null | null |
a8755593-59ad-4275-ba23-26bcecdd7c57 | 2025-01-16T18:47:15 | ai | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|high| desc=AI system fine_tuning by fwilliams MITRE Technique: T1574.002 | {
"geo_location": "North Korea",
"device_hash": "dc51d813d600c770659f9ea6236520d8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/4.0)",
"session_id": "257c8be3-51e5-425a-ac52-9f2764f5c192",
"risk_score": 48.43,
"confidence": 0.4
} | fwilliams | fine_tuning | null | null | null | MITRE Technique: T1574.002 | AI system fine_tuning by fwilliams MITRE Technique: T1574.002 | null | null | null | null | null | null | null | null | null | null | null | model-602faf47 | ee1cd29b448b97cfbca4af2a8f262710 | add6cb424c6a2dca694908cbcc2da08c | null | null | null | null | null | null | null |
eea5f191-a23f-45ea-9e4e-67ce38398e53 | 2025-06-14T16:30:27 | ids_alert | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|low| desc=Palo Alto Cortex Alert: ICS Attack detected from 10.96.3.21 targeting N/A No additional info noise=posts | {
"geo_location": "Namibia",
"device_hash": "5d11ad14d917bb32025c1b133aacb255ca070354",
"user_agent": "Opera/8.58.(Windows NT 11.0; dv-MV) Presto/2.9.177 Version/10.00",
"session_id": "df0959e9-bf80-45ed-a478-e75857d787c5",
"risk_score": 83.34,
"confidence": 0.75
} | null | null | null | null | null | No additional info | Palo Alto Cortex Alert: ICS Attack detected from 10.96.3.21 targeting N/A No additional info | null | null | null | null | 10.96.3.21 | N/A | ICS Attack | SIG-4475 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
849c3ddb-eaf9-4901-81bb-cb5894ad2628 | 2025-07-07T11:55:30 | ids_alert | Darktrace v6.0.0 | emergency | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Darktrace Alert: XSS detected from 213.74.7.176 targeting N/A No additional info | {
"geo_location": "Paraguay",
"device_hash": "663a9b1ce5ccc71cfd0c702998cb28d5",
"user_agent": "Opera/8.12.(X11; Linux i686; ca-AD) Presto/2.9.184 Version/11.00",
"session_id": "bcf385fc-52da-479f-a588-dce344aa11f6",
"risk_score": 32.78,
"confidence": 0.27
} | null | null | null | null | null | No additional info | Darktrace Alert: XSS detected from 213.74.7.176 targeting N/A No additional info | null | null | null | null | 213.74.7.176 | N/A | XSS | SIG-7265 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
9846f746-b3ef-41fb-a4ac-dc26c97518d5 | 2021-04-11T06:06:31 | firewall | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine NTP traffic from 166.156.213.17:816 to 210.68.250.234:40525 MITRE Technique: T1547.001 | Unconventional IOC: Power consumption spikes noise=wp-content/tags/main | {
"geo_location": "Russia",
"device_hash": "9b97c7c716e889663c52d8bd805508a466f6ccdc",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/3555-10-24 03:58:27 Firefox/3.8",
"session_id": "b7d36681-a23f-4e55-a041-78bb1429abf0",
"risk_score": 98.18,
"confidence": 0.81
} | null | quarantine | null | null | null | MITRE Technique: T1547.001 | Unconventional IOC: Power consumption spikes | Firewall quarantine NTP traffic from 166.156.213.17:816 to 210.68.250.234:40525 MITRE Technique: T1547.001 | Unconventional IOC: Power consumption spikes | null | null | null | null | 166.156.213.17 | 210.68.250.234 | null | null | null | null | null | null | null | null | 816 | 40,525 | NTP | 710,382 | 26 | null | null |
536bb9c4-dbb4-482d-ab2a-f90d25864908 | 2025-06-25T15:46:39 | endpoint | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|high| desc=Endpoint registry_change behind by singhcrystal No additional info noise=8B15D769 | {
"geo_location": "Guadeloupe",
"device_hash": "1ff85f01251e6bb46848875bddab9ea7a2d6ba4d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.0; Trident/4.0)",
"session_id": "4d18ac10-baff-4d62-8ea7-d0093061cf39",
"risk_score": 63.86,
"confidence": 0.99
} | singhcrystal | registry_change | behind | 5,784 | explorer.exe | No additional info | Endpoint registry_change behind by singhcrystal No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44ef7afb-c615-4743-ba8f-f376af794d76 | 2025-01-25T20:31:47 | ids_alert | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|low| desc=CrowdStrike Alert: Fileless Attack detected from 70.4.44.20 targeting 95.113.228.107 Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Uruguay",
"device_hash": "eb6ad58bac194a9d4d435b3ea9e99e01628ad0599a82475d740717cd5557ccb7",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; cmn-TW) AppleWebKit/531.10.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6531.10.7",
"session_id": "556e44d8-e91b-4b75-a... | null | null | null | null | null | Unconventional IOC: Unusual DNS TXT records | CrowdStrike Alert: Fileless Attack detected from 70.4.44.20 targeting 95.113.228.107 Unconventional IOC: Unusual DNS TXT records | null | null | null | null | 70.4.44.20 | 95.113.228.107 | Fileless Attack | SIG-2960 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
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