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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8c387685-a5b9-4d3d-b204-9cd8a157c444 | 2025-02-22T21:31:30 | cloud | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|info| desc=Cloud instance_creation in AWS by timothyflores Unconventional IOC: UEFI variable tampering noise=U3RhdGUu | {
"geo_location": "Philippines",
"device_hash": "1d18cd754548deae41ef5e92637b9a95",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 1_1_5 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) FxiOS/18.2x8309.0 Mobile/03J983 Safari/534.1",
"session_id": "a6cb0c9e-76a2-4688-ad17-938902ceb6d1",
"risk_score": 43.77,
"confidence": 0.4
} | null | null | null | null | null | Unconventional IOC: UEFI variable tampering | Cloud instance_creation in AWS by timothyflores Unconventional IOC: UEFI variable tampering | instance_creation | null | null | timothyflores | null | null | null | {
"baseline_deviation": 2.99,
"entropy": 2.18,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | AWS | res-5f6ab2bb |
c9d762c3-251b-42b6-97a8-e656b4f9d7dd | 2025-06-14T05:56:18 | auth | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|high| desc=Auth locked for briannamontgomery via passwordless from 63.185.191.125 Credential stuffing pattern detected | {
"geo_location": "Grenada",
"device_hash": "519f2e85a3969b75a2780780da9888db35f47e46f3ef9b83c800e4352f5e75bf",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/5.1)",
"session_id": "5910ec89-871a-4a27-b214-9b6fb9670896",
"risk_score": 88.32,
"confidence": 0.18
} | 63.185.191.125 | null | null | null | null | Credential stuffing pattern detected | Auth locked for briannamontgomery via passwordless from 63.185.191.125 Credential stuffing pattern detected | locked | null | null | briannamontgomery | null | null | null | null | null | null | null | null | null | null | passwordless | 09:f7:27:e4:a1:c8 | null | null | null | null | null |
9e91b637-aeb2-417a-8092-be9584aa41c4 | 2025-02-17T11:09:33 | auth | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|high| desc=Auth failed for popedonna via passwordless from 10.160.211.36 No additional info | {
"geo_location": "Australia",
"device_hash": "6b0ccc7e7be8e53d195f1793127ac2ab",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; gu-IN) AppleWebKit/533.21.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6533.21.3",
"session_id": "dbbd63f3-30f5-492f-9ec2-64f786cd6632",
"risk_score": 33.52,
"confidence": 0.54
} | 10.160.211.36 | null | null | null | null | No additional info | Auth failed for popedonna via passwordless from 10.160.211.36 No additional info | failed | null | null | popedonna | null | null | null | null | null | null | null | null | null | null | passwordless | 27:8a:13:cf:02:c6 | null | null | null | null | null |
e5216a0e-8b79-488a-89cb-4f3b2e666f6f | 2025-03-25T20:04:12 | cloud | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|low| desc=Cloud permission_escalation in OCI by mooremichael MITRE Technique: T1134.001 | {
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "d74753ad4783cec4e6ffaf4a006a151108cdea7f",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_2 rv:3.0; lij-IT) AppleWebKit/534.13.6 (KHTML, like Gecko) Version/5.0 Safari/534.13.6",
"session_id": "a5e85000-99e4-4ce2-897c-45948abc7ad1",
"risk_score": 41.1,
"confidence": 0.41
} | null | null | null | null | null | MITRE Technique: T1134.001 | Cloud permission_escalation in OCI by mooremichael MITRE Technique: T1134.001 | permission_escalation | null | null | mooremichael | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-0bca5e24 |
3e62d369-c24b-4e7a-9dea-4c0ee9413d1f | 2025-06-29T03:26:39 | firewall | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect HTTPS traffic from 176.181.132.57:932 to 202.150.234.166:280 No additional info | {
"geo_location": "North Macedonia",
"device_hash": "4b5cd12d2f296a55274e8c591d37a77ec64736aa",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_2; rv:1.9.2.20) Gecko/9904-09-03 02:51:12 Firefox/3.8",
"session_id": "b4ea472a-955f-431e-98fd-d2a2ed47e428",
"risk_score": 59.63,
"confidence": 0.14
} | 176.181.132.57 | 202.150.234.166 | null | null | null | No additional info | Firewall inspect HTTPS traffic from 176.181.132.57:932 to 202.150.234.166:280 No additional info | inspect | 937,316 | HTTPS | null | null | null | null | null | null | null | null | 932 | 280 | 182 | null | null | null | null | null | null | null |
3746b646-4b8d-4da9-a140-6dc134c52af7 | 2025-02-07T20:01:25 | auth | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for jackson40 via passwordless from 68.157.59.108 MITRE Technique: T1547.001 noise=9168E9EC | {
"geo_location": "Iran",
"device_hash": "313e7b16f4117542c86ef9334e08bf50",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/3.1)",
"session_id": "6efca622-196f-4c86-a6a9-faf798511a2f",
"risk_score": 45.55,
"confidence": 0.86
} | 68.157.59.108 | null | null | null | null | MITRE Technique: T1547.001 | Auth timeout for jackson40 via passwordless from 68.157.59.108 MITRE Technique: T1547.001 | timeout | null | null | jackson40 | null | null | null | null | null | null | null | null | null | null | passwordless | 71:5c:44:6e:e1:5a | null | null | null | null | null |
bfd55830-d52f-4a07-b89f-5d5dd65ee4c2 | 2025-04-16T00:03:33 | firewall | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|high| desc=Firewall allow DNS traffic from 139.3.102.72:24940 to 96.185.70.226:758 No additional info | {
"geo_location": "Taiwan",
"device_hash": "7b918b7c47ddaac349fa413bc3861c8f1219321c0e58622ea37baf474cfd3562",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_4 rv:5.0; bo-CN) AppleWebKit/532.47.1 (KHTML, like Gecko) Version/4.1 Safari/532.47.1",
"session_id": "2d25e484-11e3-4f41-9831-bebc8cc04c2b",
"risk_score": 43.86,
"confidence": 0.36
} | 139.3.102.72 | 96.185.70.226 | null | null | null | No additional info | Firewall allow DNS traffic from 139.3.102.72:24940 to 96.185.70.226:758 No additional info | allow | 795,473 | DNS | null | null | null | null | null | null | null | null | 24,940 | 758 | 304 | null | null | null | null | null | null | null |
c7821cb6-2d14-4d62-bac0-d1ccda868544 | 2025-03-28T18:18:11 | endpoint | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint powershell_exec may by benitezjacob No additional info | {
"geo_location": "United States of America",
"device_hash": "2bc377f4ebad929fd798d0ded2e082cfd575bb5652f77dfb5710429040d1f5fe",
"user_agent": "Mozilla/5.0 (Android 10; Mobile; rv:23.0) Gecko/23.0 Firefox/23.0",
"session_id": "43868731-426b-45cb-93c5-322f121d6e64",
"risk_score": 12.07,
"confidence": 0.03
} | null | null | null | null | null | No additional info | Endpoint powershell_exec may by benitezjacob No additional info | powershell_exec | null | null | benitezjacob | may | 8,847 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fa43de6a-eafd-441a-acd7-5c2a4f0628fc | 2025-05-20T17:39:15 | cloud | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in AWS by michael43 No additional info | {
"geo_location": "Sudan",
"device_hash": "757d6c132ffcf635f7f31e91b73ee0458cf81a5e",
"user_agent": "Opera/9.93.(Windows CE; ur-IN) Presto/2.9.168 Version/10.00",
"session_id": "353dbf79-0934-4262-8dde-ecc64745f5af",
"risk_score": 48.63,
"confidence": 0.36
} | null | null | null | null | null | No additional info | Cloud container_escape in AWS by michael43 No additional info | container_escape | null | null | michael43 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-6f497433 |
fe1606f5-2e55-46f2-aef4-9a0927fe2c1a | 2025-06-23T05:26:39 | cloud | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|low| desc=Cloud crypto_mining in Alibaba by baxterjanet MITRE Technique: T1574.002 | {
"geo_location": "Cyprus",
"device_hash": "7396cca7d7617a1ca61a6d210a7a2371",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/4347-12-25 05:43:08 Firefox/5.0",
"session_id": "39ddc684-66e0-4ff3-8c43-6760fe9d4910",
"risk_score": 83.68,
"confidence": 0.19
} | null | null | null | null | null | MITRE Technique: T1574.002 | Cloud crypto_mining in Alibaba by baxterjanet MITRE Technique: T1574.002 | crypto_mining | null | null | baxterjanet | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-f24a105d |
00ff8db9-2a02-434c-bb05-384d538c24ca | 2025-04-13T22:05:00 | firewall | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|high| desc=Firewall deny SMB traffic from 129.141.131.31:561 to 27.4.159.100:25 No additional info | {
"geo_location": "Angola",
"device_hash": "3fdb1deaa07c1fd43b82f558a88a5d02e49f2a91197036655b5145708c285401",
"user_agent": "Opera/8.93.(X11; Linux x86_64; ckb-IQ) Presto/2.9.190 Version/12.00",
"session_id": "6c3395fa-ec26-4080-a1ee-7d7380da491d",
"risk_score": 67.42,
"confidence": 0.69
} | 129.141.131.31 | 27.4.159.100 | null | null | null | No additional info | Firewall deny SMB traffic from 129.141.131.31:561 to 27.4.159.100:25 No additional info | deny | 395,507 | SMB | null | null | null | null | null | null | null | null | 561 | 25 | 1,161 | null | null | null | null | null | null | null |
1b5e4677-48f3-4ccb-96d0-78671eece162 | 2025-01-17T00:30:37 | endpoint | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|info| desc=Endpoint scheduled_task write by sharonbarry MITRE Technique: T1078.004 | {
"geo_location": "Martinique",
"device_hash": "731b45e8793d1252a2e67d350860c6aed98c7b53c0d3b9fd111351cf101f610b",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1_2 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) CriOS/37.0.865.0 Mobile/04M118 Safari/535.0",
"session_id": "6476a26c-e0ba-4bf0-80bc-45551902eca0",
"risk_score": 20.47,
"confidence": 0.91
} | null | null | null | null | null | MITRE Technique: T1078.004 | Endpoint scheduled_task write by sharonbarry MITRE Technique: T1078.004 | scheduled_task | null | null | sharonbarry | write | 6,829 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
36e71753-3fd9-4e3d-8bf9-0564b0a85c7a | 2025-02-22T22:52:11 | endpoint | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|info| desc=Endpoint driver_load /create/south.mp3 by piercerobert No additional info noise=growth|management|know | {
"geo_location": "Kuwait",
"device_hash": "feebfd755e9ba76b0dc8ffe4c7e58b70",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.2; Trident/5.0)",
"session_id": "a539ca9b-c6a6-4b9e-81e8-b8e6a5949dd5",
"risk_score": 89.01,
"confidence": 0.17
} | null | null | null | null | null | No additional info | Endpoint driver_load /create/south.mp3 by piercerobert No additional info | driver_load | null | null | piercerobert | /create/south.mp3 | 9,190 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1340690e-a78c-46db-b569-b4a1308f9f65 | 2025-04-28T15:42:55 | auth | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|high| desc=Auth challenge for alyssadunn via OAuth from 158.150.152.144 No additional info noise=tags/explore | {
"geo_location": "Syrian Arab Republic",
"device_hash": "165fd72d49e577e4c4f9071f9c3f4054e852f9a1",
"user_agent": "Mozilla/5.0 (Android 10; Mobile; rv:25.0) Gecko/25.0 Firefox/25.0",
"session_id": "2739a1da-288e-4e0f-a875-96aac5779218",
"risk_score": 56.29,
"confidence": 0.17
} | 158.150.152.144 | null | null | null | null | No additional info | Auth challenge for alyssadunn via OAuth from 158.150.152.144 No additional info | challenge | null | null | alyssadunn | null | null | null | null | null | null | null | null | null | null | OAuth | ea:35:65:b9:b6:c1 | null | null | null | null | null |
ca76b265-3b3f-4d5c-bc80-ba43790d6eb9 | 2025-07-04T03:16:58 | ai | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|high| desc=AI system membership_inference by walkeralicia No additional info | {
"geo_location": "Mayotte",
"device_hash": "6b50a1b689f3c2208b9118c204a0b24dbb1f3432",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows CE; Trident/5.0)",
"session_id": "95ded60f-e9d1-4844-8190-6c7280c479b8",
"risk_score": 16.04,
"confidence": 0.05
} | null | null | null | null | null | No additional info | AI system membership_inference by walkeralicia No additional info | membership_inference | null | null | walkeralicia | null | null | null | null | null | null | null | null | null | null | null | null | model-b4ba4f85 | 99f53f9e018f5582645e72f3a50fad191ae0ef28 | c3bc553dc6321df6e1f9127b0cec481591590f1972c71b8f426fcd11171f2f6c | null | null |
2ae3774f-b51d-4a73-8d0f-0e4408d14d3a | 2025-06-28T22:56:48 | auth | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|low| desc=Auth challenge for gentrykathleen via biometric from 10.26.122.90 No additional info | {
"geo_location": "Northern Mariana Islands",
"device_hash": "012ae2b9c0f7eb0bbc022d6973dbc0d7db2f742c61cd7b76f42865b926cfae86",
"user_agent": "Opera/9.74.(X11; Linux x86_64; fa-IR) Presto/2.9.164 Version/11.00",
"session_id": "d6e5ec80-64f4-4d32-a089-6525ab5b73c6",
"risk_score": 80.73,
"confidence": 0.72
} | 10.26.122.90 | null | null | null | null | No additional info | Auth challenge for gentrykathleen via biometric from 10.26.122.90 No additional info | challenge | null | null | gentrykathleen | null | null | null | null | null | null | null | null | null | null | biometric | a2:87:e6:3d:a8:78 | null | null | null | null | null |
dd35ec05-f558-4f19-9c4d-2ccc7b34b2ed | 2025-05-31T01:21:37 | ids_alert | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|high| desc=Palo Alto Cortex Alert: ICS Attack detected from 14.59.212.212 targeting 48.214.29.181 MITRE Technique: T1134.001 | {
"geo_location": "Guam",
"device_hash": "e7d4720ef3c970ea98f391426ee00529",
"user_agent": "Opera/9.23.(X11; Linux i686; sv-SE) Presto/2.9.168 Version/10.00",
"session_id": "a5eef2b5-ce50-4e30-a610-bd81f182be83",
"risk_score": 0.03,
"confidence": 0.58
} | 14.59.212.212 | 48.214.29.181 | ICS Attack | SIG-7049 | Evasion | MITRE Technique: T1134.001 | Palo Alto Cortex Alert: ICS Attack detected from 14.59.212.212 targeting 48.214.29.181 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 |
1fbd7759-e557-42a3-a35e-a09c8c756b16 | 2025-01-16T20:45:29 | ids_alert | Wazuh v4.5.0 | emergency | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|emergency| desc=Wazuh Alert: Container Escape detected from 36.85.176.94 targeting 10.149.147.146 MITRE Technique: T1486 | {
"geo_location": "North Korea",
"device_hash": "69d0a3b197e90dfdae9dc22ba2718db5",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/533.11.2 (KHTML, like Gecko) Version/5.0.5 Safari/533.11.2",
"session_id": "5657aab3-d690-4e20-b827-046ddcb3e183",
"risk_score": 27.2,
"confidence": 0.3
} | 36.85.176.94 | 10.149.147.146 | Container Escape | SIG-3409 | Exploit | MITRE Technique: T1486 | Wazuh Alert: Container Escape detected from 36.85.176.94 targeting 10.149.147.146 MITRE Technique: T1486 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
952cb0ac-15f3-44b3-84fc-f1c8a8fcedb6 | 2025-01-28T08:33:09 | cloud | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|low| desc=Cloud permission_escalation in Alibaba by thompsonmarilyn No additional info noise=little|other|represent | {
"geo_location": "Senegal",
"device_hash": "a986051469abc6ffb4e4bb4b188e6b163eb1de55",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/3.0)",
"session_id": "e98522e7-e98c-4bf3-98a5-8d3006aa8e5c",
"risk_score": 56.5,
"confidence": 0.78
} | null | null | null | null | null | No additional info | Cloud permission_escalation in Alibaba by thompsonmarilyn No additional info | permission_escalation | null | null | thompsonmarilyn | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-e1b542cd |
6f77c82f-24b7-42b7-9b7d-e1b60f9263b9 | 2025-01-28T21:57:08 | network | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|medium| desc=Network covert_channel from 159.33.195.217 to 89.66.213.177 No additional info | {
"geo_location": "Barbados",
"device_hash": "16a9d5a68fd26abb6301d9731e44886504583919",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/7252-09-01 13:25:37 Firefox/3.8",
"session_id": "097cc2d7-0247-46bf-a900-35a3d9b1e35c",
"risk_score": 72.84,
"confidence": 0.7
} | 159.33.195.217 | 89.66.213.177 | null | null | null | No additional info | Network covert_channel from 159.33.195.217 to 89.66.213.177 No additional info | covert_channel | 984,419 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1e730e9b-3f02-42fe-a9c1-019abff39cf5 | 2025-03-07T12:18:07 | ai | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|info| desc=AI system api_abuse by danieljones No additional info | {
"geo_location": "Macao",
"device_hash": "4af49a7d916a20215f74d0ddd2b18746d60d0667",
"user_agent": "Opera/9.17.(Windows NT 5.0; ru-RU) Presto/2.9.174 Version/11.00",
"session_id": "3037ddae-6fb6-4233-b1c7-f8b9b1c5a93a",
"risk_score": 56.21,
"confidence": 0.01
} | null | null | null | null | null | No additional info | AI system api_abuse by danieljones No additional info | api_abuse | null | null | danieljones | null | null | null | null | null | null | null | null | null | null | null | null | model-8eea8184 | 2df998a965464fde0b60e855b4092350c137bd84 | 09e8c39b022350ffba46e36f49915e376022e25dc4e5716199015de42410aa7e | null | null |
c65c3531-7c19-4804-ac19-ced18f3c17f0 | 2025-02-26T00:02:17 | cloud | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud instance_creation in AWS by qmeyer No additional info | {
"geo_location": "Montserrat",
"device_hash": "13afa4797d9158c227de5c3f11944a2264ee0024a4bc293deb7142f1e10d216c",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/534.12.7 (KHTML, like Gecko) Version/5.0.4 Safari/534.12.7",
"session_id": "5806a875-97ed-4ae3-8fe7-ac7691313345",
"risk_score": 76.37,
"confidence": 0.86
} | null | null | null | null | null | No additional info | Cloud instance_creation in AWS by qmeyer No additional info | instance_creation | null | null | qmeyer | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-a6b9a58b |
192216a3-408b-467b-8452-13f4d5170dd4 | 2025-01-22T15:32:45 | iot | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC side_channel No additional info noise=blog/main | {
"geo_location": "Mauritius",
"device_hash": "af334b41dfddb7809ae449e0c38aa27bcbe25669c63dc91ad696921071c18971",
"user_agent": "Opera/8.96.(Windows NT 5.01; hsb-DE) Presto/2.9.179 Version/10.00",
"session_id": "b928a57d-7a49-4c46-a9a3-026dbb9524b1",
"risk_score": 84.19,
"confidence": 0.46
} | null | null | null | null | null | No additional info | IoT device HVAC side_channel No additional info | side_channel | null | null | null | null | null | null | null | HVAC | iot-f2cf45e7 | 8.6 | null | null | null | null | null | null | null | null | null | null |
0a6416e7-ff0b-42ad-91c4-2321dc5f253f | 2025-06-16T21:28:24 | iot | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat firmware_update MITRE Technique: T1190 | {
"geo_location": "Belarus",
"device_hash": "ae7b1c9d0cfddc4776da7bca89408072f813b10e3f79c3dcb48d76053e30ddd4",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/9493-11-09 20:28:40 Firefox/10.0",
"session_id": "6770c494-ec43-4ef8-9e71-32a910589fad",
"risk_score": 92.42,
"confidence": 0.27
} | null | null | null | null | null | MITRE Technique: T1190 | IoT device Thermostat firmware_update MITRE Technique: T1190 | firmware_update | null | null | null | null | null | null | null | Thermostat | iot-a411b93b | 1.0 | null | null | null | null | null | null | null | null | null | null |
86406b79-2f4c-406a-bd6c-986badbb1cd8 | 2025-04-11T14:00:57 | cloud | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in GCP by stacey61 MITRE Technique: T1204.002 | {
"geo_location": "Uganda",
"device_hash": "213e0e75c20cf8147a8b9f6c23a7e372f2e5bf689b1ac63db248f245ef2c9dae",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/29.0.839.0 Safari/533.0",
"session_id": "5b798233-e733-47c5-8291-d7778098b23e",
"risk_score": 67.04,
"confidence": 0.9
} | null | null | null | null | null | MITRE Technique: T1204.002 | Cloud shadow_it in GCP by stacey61 MITRE Technique: T1204.002 | shadow_it | null | null | stacey61 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-7bbb4bce |
1b02f157-4173-49ce-af42-cbbd56b37450 | 2025-04-04T06:28:03 | endpoint | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint file_access /arm/water.html by davisgary No additional info | {
"geo_location": "Andorra",
"device_hash": "41a3823392bdd00b667bf6e357b1e7e35e09e862",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3_1 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) FxiOS/16.1a2219.0 Mobile/60S697 Safari/533.0",
"session_id": "180d66ba-79ee-4e1c-9661-6d55c1b87622",
"risk_score": 47.08,
"confidence": 0.41
} | null | null | null | null | null | No additional info | Endpoint file_access /arm/water.html by davisgary No additional info | file_access | null | null | davisgary | /arm/water.html | 3,065 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
eff6db36-ea6d-495e-b0c6-6a8f0a631e80 | 2022-08-26T16:34:36 | auth | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|low| desc=Auth failed for salazarnicole via OAuth from 10.75.40.65 No additional info | {
"geo_location": "Belarus",
"device_hash": "4e05b765b6cfe8a6044f67f0413fd0e94789462cb2c780583e9806d9d99ad351",
"user_agent": "Mozilla/5.0 (Windows 98) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/19.0.800.0 Safari/531.2",
"session_id": "4ff2db97-1e1f-4ee5-9ca4-cb542440cba7",
"risk_score": 95.84,
"confidence": 0.03
} | 10.75.40.65 | null | null | null | null | No additional info | Auth failed for salazarnicole via OAuth from 10.75.40.65 No additional info | failed | null | null | salazarnicole | null | null | null | null | null | null | null | null | null | null | OAuth | db:41:e0:48:2c:6c | null | null | null | null | null |
67b6003c-a855-4dd0-ac45-98cfcdf71d7e | 2025-04-27T11:25:22 | cloud | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud permission_escalation in Alibaba by fbryant Cross-tenant access detected | {
"geo_location": "Saint Vincent and the Grenadines",
"device_hash": "6ae2b5b732bc66788ecc0129e51b63819ae70edaa756e112cb13e91d8ac0e414",
"user_agent": "Opera/9.32.(X11; Linux x86_64; tn-ZA) Presto/2.9.161 Version/11.00",
"session_id": "dbeecca6-d14d-41e0-b42d-617252f98280",
"risk_score": 29.41,
"confidence": 0.73
} | null | null | null | null | null | Cross-tenant access detected | Cloud permission_escalation in Alibaba by fbryant Cross-tenant access detected | permission_escalation | null | null | fbryant | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-a0d9b5c2 |
35a5f3bd-78d1-48bb-ae4d-31abe1d8df0b | 2025-07-03T08:40:24 | cloud | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|high| desc=Cloud permission_escalation in Alibaba by kristencastro No additional info | {
"geo_location": "Marshall Islands",
"device_hash": "080698dbf791781b692215da61501452db14aaf815938ffd4e35a8614236772b",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 7_1_2 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) CriOS/19.0.867.0 Mobile/03O027 Safari/533.1",
"session_id": "c0c543b0-c6d2-49db-a5c3-50fd489fa218",
"risk_score": 37.65,
"confidence": 0.92
} | null | null | null | null | null | No additional info | Cloud permission_escalation in Alibaba by kristencastro No additional info | permission_escalation | null | null | kristencastro | null | null | null | {
"baseline_deviation": 0.61,
"entropy": 4.87,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-50067080 |
ccf766f2-e786-4406-a27d-20b3b32e0e6e | 2025-03-30T23:12:01 | auth | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|info| desc=Auth timeout for uaguirre via SAML from 196.180.30.208 No additional info noise=cultural|notice|prevent | {
"geo_location": "Saint Martin",
"device_hash": "fcb30bce05863ed4023ef81a1e660e9cb19ccea65147a112ec425ddf075efa65",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/3332-12-03 15:10:05 Firefox/14.0",
"session_id": "9a4e2615-c355-432d-84b7-2f68d686eb7b",
"risk_score": 20.79,
"confidence": 0.82
} | 196.180.30.208 | null | null | null | null | No additional info | Auth timeout for uaguirre via SAML from 196.180.30.208 No additional info | timeout | null | null | uaguirre | null | null | null | null | null | null | null | null | null | null | SAML | 3a:cb:c2:0c:d7:cb | null | null | null | null | null |
64780070-4113-45bc-9ace-3e4ee3d52078 | 2025-04-11T07:38:08 | network | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|medium| desc=Network beaconing from 70.104.237.36 to 138.234.74.75 MITRE Technique: T1574.002 noise=doctor|body|concern | {
"geo_location": "Kenya",
"device_hash": "26ca874a5a56ac6995196a95e49d16b9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/5.1)",
"session_id": "d357b374-e255-4b65-a67b-c4642e625787",
"risk_score": 42.45,
"confidence": 0.21
} | 70.104.237.36 | 138.234.74.75 | null | null | null | MITRE Technique: T1574.002 | Network beaconing from 70.104.237.36 to 138.234.74.75 MITRE Technique: T1574.002 | beaconing | 756,565 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
71a8d89f-1d73-498d-9a25-e8c54c24e53d | 2025-01-31T21:39:17 | iot | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor command_injection No additional info | {
"geo_location": "Isle of Man",
"device_hash": "9b44615a21d4d1bdf5dca9806cb763ff73b1ba7e19ec664c8c88cdfe6698a74f",
"user_agent": "Opera/8.45.(Windows NT 6.0; ml-IN) Presto/2.9.165 Version/11.00",
"session_id": "674d3e37-2acd-4447-b45b-cf7408817632",
"risk_score": 26.55,
"confidence": 0.01
} | null | null | null | null | null | No additional info | IoT device Sensor command_injection No additional info | command_injection | null | null | null | null | null | null | null | Sensor | iot-1d1ed4b5 | 9.1 | null | null | null | null | null | null | null | null | null | null |
6928be13-3bfe-4520-b389-b3aeb814cbb3 | 2025-04-23T19:36:44 | ai | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by wharris MITRE Technique: T1218.011 | {
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "8a0ea12528d696d407b8e915d9476d71e5ea1ecfbacf00e6144b2864431b0982",
"user_agent": "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/34.0.865.0 Safari/531.0",
"session_id": "c7d1f951-f8f4-4157-b5ee-953da0f1a002",
"risk_score": 61.37,
"confidence": 0.45
} | null | null | null | null | null | MITRE Technique: T1218.011 | AI system prompt_injection by wharris MITRE Technique: T1218.011 | prompt_injection | null | null | wharris | null | null | null | null | null | null | null | null | null | null | null | null | model-db229157 | 2ede4ba623614786f01984d50e34819d930bc3bc2b5a9ab5186d420e09857fa7 | b5ef1f04362de8651b6a5e2debcf7be979abea75 | null | null |
168ca1a1-e358-41d5-95e2-a0c747c6bc22 | 2020-07-14T14:15:20 | network | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|info| desc=Network latency_spike from 33.122.86.82 to 38.74.223.35 No additional info | {
"geo_location": "Vietnam",
"device_hash": "614ffe675a960a828e11c31d43750314d595722c",
"user_agent": "Mozilla/5.0 (Windows NT 5.0) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/35.0.890.0 Safari/535.1",
"session_id": "23a671d9-444b-48e0-905d-701cac2a3dda",
"risk_score": 37.69,
"confidence": 0.97
} | 33.122.86.82 | 38.74.223.35 | null | null | null | No additional info | Network latency_spike from 33.122.86.82 to 38.74.223.35 No additional info | latency_spike | 352,862 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e954a0d9-d881-44d6-bba1-9f3b743479e3 | 2025-03-07T10:23:38 | endpoint | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint wmi_exec /attention/clear.png by cassandra22 MITRE Technique: T1486 | {
"geo_location": "New Caledonia",
"device_hash": "7870a85474196d12e5979cf0cac15988ff56743ad2c1e6ef76c8bf2182247d3a",
"user_agent": "Opera/8.25.(X11; Linux i686; szl-PL) Presto/2.9.188 Version/11.00",
"session_id": "a5457707-412d-4f48-ac1a-f4ca81de9c2c",
"risk_score": 44.68,
"confidence": 0.84
} | null | null | null | null | null | MITRE Technique: T1486 | Endpoint wmi_exec /attention/clear.png by cassandra22 MITRE Technique: T1486 | wmi_exec | null | null | cassandra22 | /attention/clear.png | 2,233 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
108b0920-9af0-48b4-9d63-7f6feb6639d4 | 2025-03-09T18:48:52 | iot | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor protocol_violation MITRE Technique: T1190 | Sensor spoofing detected | {
"geo_location": "Uganda",
"device_hash": "cb89b5853bf2b883f55cea3b67ec9cb3078fa241",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3.2) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/60.0.888.0 Safari/532.1",
"session_id": "35bc4a06-70d1-4818-88d7-a420239cc893",
"risk_score": 69.32,
"confidence": 0.28
} | null | null | null | null | null | MITRE Technique: T1190 | Sensor spoofing detected | IoT device Sensor protocol_violation MITRE Technique: T1190 | Sensor spoofing detected | protocol_violation | null | null | null | null | null | null | null | Sensor | iot-54e4b86a | 3.7 | null | null | null | null | null | null | null | null | null | null |
877d0b23-aebd-4910-85cc-61c324341e47 | 2025-02-04T15:05:19 | auth | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|info| desc=Auth failed for emmarobinson via SAML from 98.44.205.80 Associated Threat Actor: Scattered Spider noise=break|late|represent | {
"geo_location": "Guatemala",
"device_hash": "ad57463d939fbac140b44e2a411c90c4d2d70944fbff5a1a9bb1e3243fde6152",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_1; rv:1.9.4.20) Gecko/7000-10-26 20:21:42 Firefox/3.8",
"session_id": "3c4a610a-decf-4edf-99c8-29fbe9dde53f",
"risk_score": 66.17,
"confidence": 0.3
} | 98.44.205.80 | null | null | null | null | Associated Threat Actor: Scattered Spider | Auth failed for emmarobinson via SAML from 98.44.205.80 Associated Threat Actor: Scattered Spider | failed | null | null | emmarobinson | null | null | null | null | null | null | null | null | null | null | SAML | 64:87:1d:3f:73:f2 | null | null | null | null | null |
0c32f6dd-4fe1-4927-85a0-6ec492d95586 | 2025-01-15T04:02:30 | cloud | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in OCI by douglas74 MITRE Technique: T1078.004 noise=UmVkdWNlLg== | {
"geo_location": "Rwanda",
"device_hash": "826f6ee89f8229ca46095582359378d560617c1a",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.3) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/55.0.878.0 Safari/532.0",
"session_id": "3f6dce79-c894-43c2-b489-cee1a8df96b7",
"risk_score": 49.8,
"confidence": 0.97
} | null | null | null | null | null | MITRE Technique: T1078.004 | Cloud api_abuse in OCI by douglas74 MITRE Technique: T1078.004 | api_abuse | null | null | douglas74 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-21efd42b |
4bb87973-32c6-494b-b1db-bd8d885685f4 | 2025-05-01T08:56:21 | ai | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|info| desc=AI system model_inversion by michelleharding No additional info | {
"geo_location": "Mauritania",
"device_hash": "381aa153c6fa01fe46b54a669e65414127b91dce3317fd32efa7d075fc9e5fbb",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 1_1_5 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) FxiOS/12.4e9909.0 Mobile/21E141 Safari/533.1",
"session_id": "f993e487-48d2-4a21-82a0-fcc572a286bc",
"risk_score": 26.45,
"confidence": 0.69
} | null | null | null | null | null | No additional info | AI system model_inversion by michelleharding No additional info | model_inversion | null | null | michelleharding | null | null | null | {
"baseline_deviation": 2.29,
"entropy": 7.57,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | model-6c70c66b | 50c35b9013c53e049287b24aa71ab755 | ac46d0bb079be353bf6d1bf9decd6387 | null | null |
db29c78b-57ab-42eb-b7d0-38fc0107fd28 | 2025-04-23T19:35:33 | firewall | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|info| desc=Firewall inspect NTP traffic from 208.202.226.146:868 to 10.227.202.224:503 No additional info | {
"geo_location": "Tunisia",
"device_hash": "ea179cc798631497dcf9bb122ba0fdc2bd9deb42",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3.1) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/62.0.800.0 Safari/534.0",
"session_id": "6d75c976-67bd-4112-8a42-da24dfc2781c",
"risk_score": 34.43,
"confidence": 0.67
} | 208.202.226.146 | 10.227.202.224 | null | null | null | No additional info | Firewall inspect NTP traffic from 208.202.226.146:868 to 10.227.202.224:503 No additional info | inspect | 932,345 | NTP | null | null | null | null | null | null | null | null | 868 | 503 | 1,394 | null | null | null | null | null | null | null |
afc92166-783f-466b-8e95-bd5a37d1721b | 2025-05-12T22:55:08 | auth | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|low| desc=Auth locked for zjones via password from 117.88.89.43 MITRE Technique: T1218.011 | Associated Threat Actor: DarkSide | {
"geo_location": "French Guiana",
"device_hash": "330beae1b13a7f1d16ade102752e08a6609962f2",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.1) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/45.0.803.0 Safari/535.1",
"session_id": "e1a3bd7a-0989-413a-aca2-2c8ca93b1a47",
"risk_score": 22.83,
"confidence": 0.62
} | 117.88.89.43 | null | null | null | null | MITRE Technique: T1218.011 | Associated Threat Actor: DarkSide | Auth locked for zjones via password from 117.88.89.43 MITRE Technique: T1218.011 | Associated Threat Actor: DarkSide | locked | null | null | zjones | null | null | null | null | null | null | null | null | null | null | password | 95:6c:38:a5:11:68 | null | null | null | null | null |
5707c388-b242-4751-8ac4-b4ebf62e5be1 | 2025-02-14T06:09:52 | network | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|medium| desc=Network latency_spike from 10.202.47.181 to 10.182.124.36 No additional info | {
"geo_location": "Sri Lanka",
"device_hash": "b397abda5518b7da88a2d62c2df661bdfbe75052a9b5ba21d3a7228247d81234",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/5.1)",
"session_id": "65c6ec27-f1e7-4140-a446-7ce4521093fc",
"risk_score": 33.46,
"confidence": 0.9
} | 10.202.47.181 | 10.182.124.36 | null | null | null | No additional info | Network latency_spike from 10.202.47.181 to 10.182.124.36 No additional info | latency_spike | 787,632 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
db4d5800-23a5-4d06-9ed5-fd8d1db9c01a | 2025-05-18T01:00:19 | endpoint | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint memory_injection /east/your.numbers by chasecharles MITRE Technique: T1486 | Associated Threat Actor: Kimsuky | {
"geo_location": "Niue",
"device_hash": "8726e0e5feaba227668cce1ddfa0797563dc22eba99c2fe4d6052561658b2bff",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_7) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/29.0.886.0 Safari/532.2",
"session_id": "b27de7c3-df0d-4ea5-afe5-d53846e82954",
"risk_score": 37.05,
"confidence": 0.8
} | null | null | null | null | null | MITRE Technique: T1486 | Associated Threat Actor: Kimsuky | Endpoint memory_injection /east/your.numbers by chasecharles MITRE Technique: T1486 | Associated Threat Actor: Kimsuky | memory_injection | null | null | chasecharles | /east/your.numbers | 8,663 | powershell.exe | {
"baseline_deviation": 1.59,
"entropy": 4.02,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
5256d2db-adf3-4180-92ac-b7121bb1574d | 2027-10-26T13:42:02 | firewall | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop TCP traffic from 191.219.180.163:854 to 187.76.62.11:173 MITRE Technique: T1486 noise=happen|group|rich | {
"geo_location": "Zambia",
"device_hash": "1e9f66437d37d815307f9d698017a707",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_0; rv:1.9.2.20) Gecko/3832-12-09 08:02:32 Firefox/5.0",
"session_id": "79caf5f1-b754-46aa-9c1a-925b99fbbbbb",
"risk_score": 24.41,
"confidence": 0.47
} | 191.219.180.163 | 187.76.62.11 | null | null | null | MITRE Technique: T1486 | Firewall drop TCP traffic from 191.219.180.163:854 to 187.76.62.11:173 MITRE Technique: T1486 | drop | 140,094 | TCP | null | null | null | null | null | null | null | null | 854 | 173 | 3,381 | null | null | null | null | null | null | null |
a79f8489-563d-4204-ac8f-cdd725697a17 | 2025-07-10T22:30:33 | ai | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by joshua73 No additional info | {
"geo_location": "Netherlands",
"device_hash": "6ef582ebda6aa6453d560bf4982bc1002f4d797b",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_6) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/48.0.851.0 Safari/534.2",
"session_id": "76d14861-c221-4b52-b993-59d9c648e0c6",
"risk_score": 47.71,
"confidence": 0.1
} | null | null | null | null | null | No additional info | AI system model_inversion by joshua73 No additional info | model_inversion | null | null | joshua73 | null | null | null | null | null | null | null | null | null | null | null | null | model-2b49591a | 8763fc50743908db29c245854e0624a5 | 540222577170d7a9b2946886c8c808f4 | null | null |
da759c82-ffd7-4f29-9578-fe38bbbe17ee | 2025-06-19T07:02:00 | network | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|medium| desc=Network latency_spike from 198.16.227.35 to 10.115.43.42 No additional info | {
"geo_location": "Canada",
"device_hash": "3b08c620ff0e54f7ba81e9540da306f7",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_8) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/13.0.896.0 Safari/533.0",
"session_id": "acf6fd1f-c4f7-4f61-b18d-0dc15cdaf0cc",
"risk_score": 28.49,
"confidence": 0.74
} | 198.16.227.35 | 10.115.43.42 | null | null | null | No additional info | Network latency_spike from 198.16.227.35 to 10.115.43.42 No additional info | latency_spike | 198,047 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9a3bf65c-6a79-4de1-9287-b65c68a63a04 | 2025-03-12T10:46:57 | network | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|info| desc=Network data_exfiltration from 62.239.236.38 to 113.227.209.74 No additional info | {
"geo_location": "Benin",
"device_hash": "48adae9e737640c8cd746c9f6488aa8aa05e77f9",
"user_agent": "Opera/9.27.(X11; Linux x86_64; ts-ZA) Presto/2.9.173 Version/11.00",
"session_id": "fefd4a52-1e4d-4efb-a1dc-a27d971a8e72",
"risk_score": 20.53,
"confidence": 0.65
} | 62.239.236.38 | 113.227.209.74 | null | null | null | No additional info | Network data_exfiltration from 62.239.236.38 to 113.227.209.74 No additional info | data_exfiltration | 656,282 | UDP | null | null | null | null | {
"baseline_deviation": 2.42,
"entropy": 7.92,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
6f75ffe1-0a17-432a-96b7-e3bd1455a8d1 | 2020-09-16T14:22:12 | endpoint | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint service_install nature by npotter MITRE Technique: T1547.001 noise=TGVmdC4= | {
"geo_location": "Mexico",
"device_hash": "0d64f49deb1d8d2137d247dc12e7bc554d40e35c",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_6 rv:3.0; ha-NG) AppleWebKit/534.31.1 (KHTML, like Gecko) Version/4.1 Safari/534.31.1",
"session_id": "83b27c11-1f0b-4a1e-b61d-bb007d545504",
"risk_score": 30.44,
"confidence": 0.81
} | null | null | null | null | null | MITRE Technique: T1547.001 | Endpoint service_install nature by npotter MITRE Technique: T1547.001 | service_install | null | null | npotter | nature | 4,668 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5e5c56fb-0005-4f9f-a054-c47ff53fa375 | 2025-05-22T18:39:15 | cloud | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud api_abuse in Azure by annette96 No additional info noise=tags/explore/explore | {
"geo_location": "Kazakhstan",
"device_hash": "cd0e2eacc12285edcbf1444805c34979",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/533.28.5 (KHTML, like Gecko) Version/5.0.3 Safari/533.28.5",
"session_id": "50540581-d604-49c2-afd0-a52c5535e02c",
"risk_score": 61.35,
"confidence": 0.54
} | null | null | null | null | null | No additional info | Cloud api_abuse in Azure by annette96 No additional info | api_abuse | null | null | annette96 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-3b52897b |
ae78aef4-508a-4cb0-a8a1-410566e4d95d | 2025-06-10T03:42:32 | ai | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|info| desc=AI system adversarial_input by philip53 No additional info | {
"geo_location": "Guyana",
"device_hash": "070c6ab13cde40617a806a671405d0855495fc7a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/3.1)",
"session_id": "97294dbc-e8b3-4258-bfb0-f933bfc105f1",
"risk_score": 30.03,
"confidence": 0.46
} | null | null | null | null | null | No additional info | AI system adversarial_input by philip53 No additional info | adversarial_input | null | null | philip53 | null | null | null | null | null | null | null | null | null | null | null | null | model-1ae3af41 | 9f5863b47852dd02e828842b80f4625ea3b2c5ab | 583babdc7fc94bba96cbc486158d51cd | null | null |
9df1f85b-805c-4f47-bc89-fb8962c25b22 | 2025-06-10T17:32:34 | 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 10.86.69.164 targeting 124.157.87.162 MITRE Technique: T1134.001 | {
"geo_location": "Namibia",
"device_hash": "70df668633eb5e6acbc7e89a0855aa8b8a456e115a4f856aad39dfba9e639302",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; mhr-RU) AppleWebKit/531.28.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6531.28.5",
"session_id": "05179f33-6147-404d-83b0-464479f2361b",
"risk_score": 83.7,
"confidence": 0.25
} | 10.86.69.164 | 124.157.87.162 | Fileless Attack | SIG-9187 | Recon | MITRE Technique: T1134.001 | OSSEC Alert: Fileless Attack detected from 10.86.69.164 targeting 124.157.87.162 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 |
760f078f-0ba4-42ac-9b72-d3d4f19df182 | 2025-04-02T02:13:24 | ai | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system api_abuse by dbrady MITRE Technique: T1190 | {
"geo_location": "Panama",
"device_hash": "c721862286a4142c997ca8eed1749f74b707cc08",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 8_4_1 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/13.0.804.0 Mobile/48N803 Safari/535.2",
"session_id": "f860e301-8676-4ef9-a32f-8177ef8829b5",
"risk_score": 43.29,
"confidence": 0.11
} | null | null | null | null | null | MITRE Technique: T1190 | AI system api_abuse by dbrady MITRE Technique: T1190 | api_abuse | null | null | dbrady | null | null | null | null | null | null | null | null | null | null | null | null | model-7bfa78a2 | 9701097f3e8c5a6fbb96be5b9c0b9600ec66b8a13371d925a510d0e92b51fc9b | 83520c02e3b505c6dccb3eedd23efe1e | null | null |
fcff96e1-67de-41c2-9a09-30916b892183 | 2025-04-07T10:10:55 | endpoint | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint scheduled_task cost by victoriarobertson MITRE Technique: T1547.001 | Unconventional IOC: TPM attestation failures | {
"geo_location": "Montenegro",
"device_hash": "96e7f8a007ab5519a23f0be5aeb0149b89b2dbb9",
"user_agent": "Opera/8.70.(Windows NT 5.2; ast-ES) Presto/2.9.169 Version/11.00",
"session_id": "3e613f52-110c-4dfb-b8da-25c34bc7b64a",
"risk_score": 52.33,
"confidence": 0.39
} | null | null | null | null | null | MITRE Technique: T1547.001 | Unconventional IOC: TPM attestation failures | Endpoint scheduled_task cost by victoriarobertson MITRE Technique: T1547.001 | Unconventional IOC: TPM attestation failures | scheduled_task | null | null | victoriarobertson | cost | 1,867 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c323684a-384e-48e5-a496-22a59385c164 | 2025-04-24T05:45:45 | firewall | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|low| desc=Firewall deny TCP traffic from 102.1.232.72:1001 to 86.206.166.204:832 No additional info | {
"geo_location": "Poland",
"device_hash": "7e319d4a6156ca091851d7edef0b8ee2",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_4 rv:5.0; eu-ES) AppleWebKit/531.4.3 (KHTML, like Gecko) Version/5.0.2 Safari/531.4.3",
"session_id": "3df0343f-2682-4fb0-a7c7-a78310c39b8c",
"risk_score": 68.28,
"confidence": 0.34
} | 102.1.232.72 | 86.206.166.204 | null | null | null | No additional info | Firewall deny TCP traffic from 102.1.232.72:1001 to 86.206.166.204:832 No additional info | deny | 279,056 | TCP | null | null | null | null | null | null | null | null | 1,001 | 832 | 2,120 | null | null | null | null | null | null | null |
c341e67b-e377-4237-af61-da322cf928a0 | 2025-03-07T18:22:52 | endpoint | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint memory_injection edge by allisonanthony No additional info noise=list/app | {
"geo_location": "Christmas Island",
"device_hash": "579739b02d40f666f0ef42801267afb734a67ce8",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 12_4_8 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/16.6j7105.0 Mobile/04Q755 Safari/535.0",
"session_id": "6ea1f45d-4742-43eb-bd21-b33ebf17ba1d",
"risk_score": 40.46,
"confidence": 0.29
} | null | null | null | null | null | No additional info | Endpoint memory_injection edge by allisonanthony No additional info | memory_injection | null | null | allisonanthony | edge | 2,473 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
28d0a4d5-75f2-40a7-9fca-051e0b9989d9 | 2025-07-10T06:03:19 | auth | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|info| desc=Auth failed for richard00 via MFA from 125.174.157.186 Associated Threat Actor: DarkSide | {
"geo_location": "Sierra Leone",
"device_hash": "8368516c9e4097473290cb2987e87950fbffa2dc",
"user_agent": "Mozilla/5.0 (Windows NT 11.0) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/55.0.869.0 Safari/535.0",
"session_id": "b076fe42-d6be-483a-912d-0db84dff1fc1",
"risk_score": 30.71,
"confidence": 0.07
} | 125.174.157.186 | null | null | null | null | Associated Threat Actor: DarkSide | Auth failed for richard00 via MFA from 125.174.157.186 Associated Threat Actor: DarkSide | failed | null | null | richard00 | null | null | null | null | null | null | null | null | null | null | MFA | 53:0f:d9:c1:ca:c7 | null | null | null | null | null |
67ce5f5e-ad81-4c2c-b2ad-8ba703236e0e | 2025-01-23T20:53:11 | cloud | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in Azure by andrew45 No additional info | {
"geo_location": "Iran",
"device_hash": "cb7708dccf224c4521fe814b6c07771a8c994d4bff2a6a1a442c01ff93424406",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/3.0)",
"session_id": "c0918710-ef12-4b93-85a8-6ac40f73f11a",
"risk_score": 56.09,
"confidence": 0.04
} | null | null | null | null | null | No additional info | Cloud api_abuse in Azure by andrew45 No additional info | api_abuse | null | null | andrew45 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-ef240d63 |
d04c92e1-e7d6-400b-b984-0f4f03030d91 | 2022-03-12T03:14:52 | firewall | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect SSH traffic from 80.228.134.208:929 to 32.17.3.107:959 No additional info | {
"geo_location": "Liberia",
"device_hash": "00731ddeb2f5991a8ad60ae2ca2ba85c8e0c675d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/532.42.1 (KHTML, like Gecko) Version/4.0.2 Safari/532.42.1",
"session_id": "ad6e9cb3-8f15-48ba-b8f6-070da255c8d0",
"risk_score": 44.23,
"confidence": 0.26
} | 80.228.134.208 | 32.17.3.107 | null | null | null | No additional info | Firewall inspect SSH traffic from 80.228.134.208:929 to 32.17.3.107:959 No additional info | inspect | 695,961 | SSH | null | null | null | null | {
"baseline_deviation": 2.64,
"entropy": 6.25,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 929 | 959 | 547 | null | null | null | null | null | null | null |
d2c87cf8-96a8-40d2-8a97-d664b795ca71 | 2025-06-16T14:16:32 | ids_alert | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|high| desc=LogRhythm Alert: Living-off-the-Land detected from 45.12.219.120 targeting 128.235.11.80 No additional info noise=VXNlLg== | {
"geo_location": "Central African Republic",
"device_hash": "948201fdc784d0ac4b3b38254af31531",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.1; Trident/5.1)",
"session_id": "d9829cd6-4071-43f5-bfb3-b47791c06048",
"risk_score": 56.07,
"confidence": 0.84
} | 45.12.219.120 | 128.235.11.80 | Living-off-the-Land | SIG-6087 | Exploit | No additional info | LogRhythm Alert: Living-off-the-Land detected from 45.12.219.120 targeting 128.235.11.80 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2ed13fda-04ec-4fe5-95d3-f7bc27529c28 | 2025-04-09T11:41:08 | ai | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by awilliams MITRE Technique: T1547.001 | {
"geo_location": "Kiribati",
"device_hash": "b01e414a5173fd9fe29647ddbc10b21fd0b0a0a3",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/4335-09-28 18:44:20 Firefox/14.0",
"session_id": "f0cd19d9-7e63-43b2-98a2-4ccbb6a6c590",
"risk_score": 53.04,
"confidence": 0.33
} | null | null | null | null | null | MITRE Technique: T1547.001 | AI system adversarial_input by awilliams MITRE Technique: T1547.001 | adversarial_input | null | null | awilliams | null | null | null | null | null | null | null | null | null | null | null | null | model-49ef17de | 9dee96588dcaea6d7cebd933619a4c598af4c414 | 6e551800456d6cc2ae78239316b4054f | null | null |
3b34ab18-8eed-4968-92be-2ba7a4a17a1a | 2025-05-05T16:18:21 | endpoint | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|info| desc=Endpoint memory_injection voice by fbarajas MITRE Technique: T1566.001 noise=change|article|break | {
"geo_location": "Nauru",
"device_hash": "8e4ac1092746e33c635558619eb30d5e3684368a90e6ccb460d04da62347888e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.0; Trident/5.0)",
"session_id": "72a2a465-63c7-4f40-924e-7413e456fbd3",
"risk_score": 55.48,
"confidence": 0.28
} | null | null | null | null | null | MITRE Technique: T1566.001 | Endpoint memory_injection voice by fbarajas MITRE Technique: T1566.001 | memory_injection | null | null | fbarajas | voice | 5,327 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
81de58c8-cf9a-43c3-ad01-5f6dd7bb3d38 | 2025-05-20T02:32:13 | ai | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|low| desc=AI system fine_tuning by whitecristian No additional info noise=category | {
"geo_location": "Turkey",
"device_hash": "691d18473300befc63f025cf31e633806f19e2e3",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; es-UY) AppleWebKit/534.19.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6534.19.1",
"session_id": "ef0b5a74-28fd-45f0-bf27-275f30e4805b",
"risk_score": 50.61,
"confidence": 0.05
} | null | null | null | null | null | No additional info | AI system fine_tuning by whitecristian No additional info | fine_tuning | null | null | whitecristian | null | null | null | null | null | null | null | null | null | null | null | null | model-46a7cff4 | e7068aeb8845689bb9b4ccddfc8b2aaf513a740e | 790cfa9293ee30bd17d81c16b561f7ef | null | null |
0c6f8058-ac36-48cf-a778-c26fb9f8e167 | 2025-01-23T22:46:37 | firewall | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|critical| desc=Firewall allow TCP traffic from 219.29.37.220:74 to 186.89.149.125:580 MITRE Technique: T1204.002 | Geo anomaly: Impossible travel detected | {
"geo_location": "Nepal",
"device_hash": "6fdb965223c494e106a4f232c0e486ec3dc6b68e24bc828c93b70bce18e3bb14",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; nn-NO) AppleWebKit/533.4.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6533.4.6",
"session_id": "f27606ec-55b0-4c25-b66a-310b7336ff75",
"risk_score": 83.97,
"confidence": 0.64
} | 219.29.37.220 | 186.89.149.125 | null | null | null | MITRE Technique: T1204.002 | Geo anomaly: Impossible travel detected | Firewall allow TCP traffic from 219.29.37.220:74 to 186.89.149.125:580 MITRE Technique: T1204.002 | Geo anomaly: Impossible travel detected | allow | 235,089 | TCP | null | null | null | null | null | null | null | null | 74 | 580 | 162 | null | null | null | null | null | null | null |
e482e34a-ffd5-4808-a272-8f6a319088e6 | 2025-05-27T09:12:29 | ids_alert | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|critical| desc=Carbon Black Alert: MFA Bypass detected from 199.135.36.0 targeting 107.169.119.51 No additional info | {
"geo_location": "Timor-Leste",
"device_hash": "c25fb126b410bde5b2957a0beed200bdf47f1e3a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/4.0)",
"session_id": "672dbd48-a40c-49ac-b69e-250ce9ce5705",
"risk_score": 48.39,
"confidence": 0.42
} | 199.135.36.0 | 107.169.119.51 | MFA Bypass | SIG-6583 | Evasion | No additional info | Carbon Black Alert: MFA Bypass detected from 199.135.36.0 targeting 107.169.119.51 No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 1.63,
"entropy": 3.53,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
b06c6313-f9b7-4878-aa24-51e5a5db7f28 | 2025-05-22T15:58:12 | network | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|info| desc=Network data_exfiltration from 10.2.63.17 to 91.158.109.64 No additional info | {
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "5ce589bf3f751c866aea2cf44189f391cbce0f65",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_8 rv:6.0; sr-ME) AppleWebKit/533.7.1 (KHTML, like Gecko) Version/4.0 Safari/533.7.1",
"session_id": "3197ce72-4c7c-4fa4-b1c7-9a73dcda8b77",
"risk_score": 45.43,
"confidence": 0.47
} | 10.2.63.17 | 91.158.109.64 | null | null | null | No additional info | Network data_exfiltration from 10.2.63.17 to 91.158.109.64 No additional info | data_exfiltration | 786,895 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dca3f6c5-16dc-4191-9163-518cdef153dd | 2025-06-07T16:20:14 | cloud | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in AWS by craiganthony No additional info | {
"geo_location": "French Polynesia",
"device_hash": "580d9b8973857007ea4cc120e5b6e00e8b59b6fa",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2.1) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/51.0.860.0 Safari/533.0",
"session_id": "9603f7c3-0ffd-4677-8f11-1ddf809a5d24",
"risk_score": 53.51,
"confidence": 0.62
} | null | null | null | null | null | No additional info | Cloud crypto_mining in AWS by craiganthony No additional info | crypto_mining | null | null | craiganthony | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-c6e26fcc |
37824b20-a081-406e-9bab-cb62e4f9169a | 2025-04-01T22:18:39 | auth | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|info| desc=Auth bypass for troy60 via SAML from 200.24.178.27 No additional info | {
"geo_location": "Timor-Leste",
"device_hash": "d4d3a45e5dd2b43bfc89c2bae7e2e3b31704ab2d304e6f33e7925206cb7e5ad4",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_2; rv:1.9.3.20) Gecko/6368-10-11 22:17:19 Firefox/3.6.19",
"session_id": "c8ab0633-0bcc-4b87-a1b5-9a14d4c39051",
"risk_score": 56.24,
"confidence": 0.81
} | 200.24.178.27 | null | null | null | null | No additional info | Auth bypass for troy60 via SAML from 200.24.178.27 No additional info | bypass | null | null | troy60 | null | null | null | null | null | null | null | null | null | null | SAML | 57:d5:85:bf:52:6e | null | null | null | null | null |
988008c7-256e-4ae2-8492-a26ed40cabf0 | 2025-03-02T10:34:32 | network | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|high| desc=Network connection from 137.133.130.27 to 90.251.193.101 MITRE Technique: T1110.003 | {
"geo_location": "Greece",
"device_hash": "58ce0542df8abaab8b55e0d499b372394e52e7b6d37de81548238ba2c5a75e20",
"user_agent": "Mozilla/5.0 (Linux; Android 1.6) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/37.0.839.0 Safari/535.2",
"session_id": "802b4bd4-7678-47b4-90b1-8b8c93de49ff",
"risk_score": 79.8,
"confidence": 0.11
} | 137.133.130.27 | 90.251.193.101 | null | null | null | MITRE Technique: T1110.003 | Network connection from 137.133.130.27 to 90.251.193.101 MITRE Technique: T1110.003 | connection | 162,297 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1a4fe21a-e761-4186-a8ee-9d686834af99 | 2025-03-24T03:18:45 | ids_alert | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|critical| desc=ArcSight Alert: Port Scan detected from 30.191.117.255 targeting 22.244.140.85 No additional info | {
"geo_location": "Iran",
"device_hash": "b7deedaa70f0052734b3202d115a10d6",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_1 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/10.2o1526.0 Mobile/13U507 Safari/534.2",
"session_id": "be866a98-309c-42a8-b05f-366cbe07a62a",
"risk_score": 14.98,
"confidence": 0.65
} | 30.191.117.255 | 22.244.140.85 | Port Scan | SIG-3268 | Policy | No additional info | ArcSight Alert: Port Scan detected from 30.191.117.255 targeting 22.244.140.85 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7813fa2f-d368-429a-96f9-b7e95d67185e | 2025-04-20T20:51:22 | ids_alert | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|high| desc=Darktrace Alert: AI Model Poisoning detected from 122.58.175.225 targeting N/A MITRE Technique: T1059.001 noise=categories/tags | {
"geo_location": "Kenya",
"device_hash": "39fbdceb9f1d4c83e16e37e858ee2dcc68868ae6af7cb6a19ee978e1af3fd66b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/5.1)",
"session_id": "bb4192d6-7a8b-4a2d-890d-6e385a31ee86",
"risk_score": 23.65,
"confidence": 0.23
} | 122.58.175.225 | N/A | AI Model Poisoning | SIG-7994 | Recon | MITRE Technique: T1059.001 | Darktrace Alert: AI Model Poisoning detected from 122.58.175.225 targeting N/A MITRE Technique: T1059.001 | null | null | null | null | null | null | null | {
"baseline_deviation": 1.09,
"entropy": 5.68,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
bd4ddc15-9167-4df7-ac12-908dcf13b3db | 2025-02-23T22:46:05 | cloud | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in AWS by jonathan74 MITRE Technique: T1547.001 | {
"geo_location": "Guyana",
"device_hash": "2dc5dca8506f0e620c7213e214ac3e15",
"user_agent": "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/44.0.819.0 Safari/535.1",
"session_id": "3f89b820-c885-4691-944e-13c95cf027a7",
"risk_score": 61.12,
"confidence": 0.85
} | null | null | null | null | null | MITRE Technique: T1547.001 | Cloud lambda_execution in AWS by jonathan74 MITRE Technique: T1547.001 | lambda_execution | null | null | jonathan74 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-dd779b1d |
1559bd57-6f1c-48d6-a591-1a074e58ae8b | 2025-02-08T12:43:28 | network | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|critical| desc=Network data_exfiltration from 69.77.188.82 to 161.186.3.1 No additional info | {
"geo_location": "Liberia",
"device_hash": "5448d49a1b37edf15bd9247cfa6a4878",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/4.1)",
"session_id": "e4d11fb2-2bdc-4bf7-91be-e37e66821c75",
"risk_score": 63.78,
"confidence": 0.5
} | 69.77.188.82 | 161.186.3.1 | null | null | null | No additional info | Network data_exfiltration from 69.77.188.82 to 161.186.3.1 No additional info | data_exfiltration | 153,132 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1c74da9a-9d93-4d40-a53c-baffa2bca1f9 | 2025-05-15T13:46:09 | ids_alert | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|critical| desc=CrowdStrike Alert: DNS Tunneling detected from 9.244.163.132 targeting N/A MITRE Technique: T1053.005 noise=affect|question|season | {
"geo_location": "Egypt",
"device_hash": "eb7bb2d08369724f8725d5be555184ee",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_8_1 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) FxiOS/16.1e0398.0 Mobile/46O770 Safari/536.1",
"session_id": "f37057b4-57b3-4dab-acfb-7d3d2bfae803",
"risk_score": 52.89,
"confidence": 0.21
} | 9.244.163.132 | N/A | DNS Tunneling | SIG-1635 | Evasion | MITRE Technique: T1053.005 | CrowdStrike Alert: DNS Tunneling detected from 9.244.163.132 targeting N/A MITRE Technique: T1053.005 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2501ca6f-f620-4b0c-91f2-e7486947b0e8 | 2025-05-27T18:25:54 | network | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|info| desc=Network data_exfiltration from 10.35.233.252 to 169.149.40.129 MITRE Technique: T1486 | Unconventional IOC: CPU microcode changes noise=9C704EC3 | {
"geo_location": "Turkmenistan",
"device_hash": "d5ed7fe1d7436c0c7dae000561a2c590",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.01; Trident/4.0)",
"session_id": "0f68cd22-1d64-4ddb-b1e6-9dfa5e195dc9",
"risk_score": 54.5,
"confidence": 0.41
} | 10.35.233.252 | 169.149.40.129 | null | null | null | MITRE Technique: T1486 | Unconventional IOC: CPU microcode changes | Network data_exfiltration from 10.35.233.252 to 169.149.40.129 MITRE Technique: T1486 | Unconventional IOC: CPU microcode changes | data_exfiltration | 292,937 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
96c3e827-c291-40d8-a164-b6251b757a06 | 2025-04-02T19:55:42 | auth | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth locked for gonzalezwilliam via MFA from 154.108.60.220 Associated Threat Actor: APT37 | {
"geo_location": "Nicaragua",
"device_hash": "54aed11115856c55df538a3fd6a9bcfa",
"user_agent": "Opera/8.57.(X11; Linux x86_64; ht-HT) Presto/2.9.162 Version/10.00",
"session_id": "8b4de4c0-5697-4d55-82e6-1f884bf5ac8e",
"risk_score": 27.07,
"confidence": 0.65
} | 154.108.60.220 | null | null | null | null | Associated Threat Actor: APT37 | Auth locked for gonzalezwilliam via MFA from 154.108.60.220 Associated Threat Actor: APT37 | locked | null | null | gonzalezwilliam | null | null | null | null | null | null | null | null | null | null | MFA | 16:bb:23:e8:ca:6b | null | null | null | null | null |
ed86a268-3d23-4b1c-86ee-55f9d3b80aea | 2025-02-05T12:16:20 | auth | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|info| desc=Auth locked for curtisperkins via passwordless from 30.88.220.127 No additional info | {
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "96795aa3c5561a9caf18e9552fb6d9c9cd6c6d36",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/5.1)",
"session_id": "0c798d90-1256-47c9-99a8-31570116ecee",
"risk_score": 64.47,
"confidence": 0.38
} | 30.88.220.127 | null | null | null | null | No additional info | Auth locked for curtisperkins via passwordless from 30.88.220.127 No additional info | locked | null | null | curtisperkins | null | null | null | null | null | null | null | null | null | null | passwordless | bc:2e:3d:9f:f6:87 | null | null | null | null | null |
0216fec6-3456-4f59-bde9-46eff3106ba4 | 2025-06-06T11:40:29 | ids_alert | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|medium| desc=Palo Alto Cortex Alert: Credential Stuffing detected from 9.235.22.51 targeting 50.73.251.181 MITRE Technique: T1110.003 | {
"geo_location": "Barbados",
"device_hash": "06140069a982a932c21981a378503c1e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 10.0; Trident/4.0)",
"session_id": "39007e3b-cc49-4220-980c-e6f8e4075ab4",
"risk_score": 53.76,
"confidence": 0.87
} | 9.235.22.51 | 50.73.251.181 | Credential Stuffing | SIG-8283 | Policy | MITRE Technique: T1110.003 | Palo Alto Cortex Alert: Credential Stuffing detected from 9.235.22.51 targeting 50.73.251.181 MITRE Technique: T1110.003 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c33ec103-85f1-4cc6-abe2-a86f85701225 | 2025-05-31T11:47:58 | ai | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|low| desc=AI system training_data_poisoning by joel02 MITRE Technique: T1190 noise=hand|church|authority | {
"geo_location": "Bangladesh",
"device_hash": "66e95734f304e8c3f7b75142de9983d1aa667c05",
"user_agent": "Opera/8.27.(X11; Linux i686; be-BY) Presto/2.9.181 Version/10.00",
"session_id": "4aad6060-4cf7-42ba-b4fe-3756db899d4f",
"risk_score": 58.62,
"confidence": 0.25
} | null | null | null | null | null | MITRE Technique: T1190 | AI system training_data_poisoning by joel02 MITRE Technique: T1190 | training_data_poisoning | null | null | joel02 | null | null | null | null | null | null | null | null | null | null | null | null | model-678c66b2 | b3476897bd9436564e3b38960af6bb009f5948a9 | a2039e69a2ccb305a86261028545ad57 | null | null |
9063532c-6b18-44eb-b734-cb504a7741a3 | 2025-03-01T08:04:08 | network | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 51.229.66.8 to 99.178.50.22 No additional info | {
"geo_location": "Nepal",
"device_hash": "9ff1d62c1a0d0b673ca9a9c76a41fa7b",
"user_agent": "Mozilla/5.0 (Android 4.0.3; Mobile; rv:20.0) Gecko/20.0 Firefox/20.0",
"session_id": "ef259a99-a5d9-4f14-8cb5-00cb274d7cdb",
"risk_score": 64.88,
"confidence": 0.14
} | 51.229.66.8 | 99.178.50.22 | null | null | null | No additional info | Network disconnection from 51.229.66.8 to 99.178.50.22 No additional info | disconnection | 119,883 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
57200a89-97eb-4bb5-b2bc-c438f4f89745 | 2025-01-20T09:19:25 | network | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|medium| desc=Network connection from 3.142.101.110 to 184.117.228.85 MITRE Technique: T1218.011 | {
"geo_location": "Cook Islands",
"device_hash": "31616aa0a4e94509dbbc378f294f6cff",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/3.1)",
"session_id": "8b676f19-9e0c-460e-9c0c-2893c26738d5",
"risk_score": 36.09,
"confidence": 0.42
} | 3.142.101.110 | 184.117.228.85 | null | null | null | MITRE Technique: T1218.011 | Network connection from 3.142.101.110 to 184.117.228.85 MITRE Technique: T1218.011 | connection | 748,332 | ICMP | null | null | null | null | {
"baseline_deviation": 1.32,
"entropy": 6.55,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
207bdbfc-ce8d-4dfa-a489-65d10742edfd | 2025-03-17T13:23:30 | auth | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|low| desc=Auth locked for penningtonmaria via biometric from 38.99.44.125 MITRE Technique: T1078.004 | Unconventional IOC: Bios timestamp anomalies noise=posts/search/main | {
"geo_location": "Brazil",
"device_hash": "07bdfbdc12cdaf8de2dcf3314634ba2b2dae088c",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_4 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) CriOS/21.0.857.0 Mobile/44G293 Safari/534.0",
"session_id": "44db2fe3-dda4-46df-8673-df8190b05ada",
"risk_score": 50.5,
"confidence": 0.31
} | 38.99.44.125 | null | null | null | null | MITRE Technique: T1078.004 | Unconventional IOC: Bios timestamp anomalies | Auth locked for penningtonmaria via biometric from 38.99.44.125 MITRE Technique: T1078.004 | Unconventional IOC: Bios timestamp anomalies | locked | null | null | penningtonmaria | null | null | null | null | null | null | null | null | null | null | biometric | 53:ab:91:c0:b6:bc | null | null | null | null | null |
d81f37f3-8db7-44dd-afa3-8f11dfecc9e2 | 2025-06-21T08:46:19 | auth | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|low| desc=Auth challenge for krystal67 via MFA from 133.9.115.123 No additional info | {
"geo_location": "Liechtenstein",
"device_hash": "7063626125cf1ffc9a84716b8f1e92c1",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/534.14.5 (KHTML, like Gecko) Version/4.0.2 Safari/534.14.5",
"session_id": "d5623387-1a38-45ec-a416-37e3de1993c5",
"risk_score": 61.06,
"confidence": 0.22
} | 133.9.115.123 | null | null | null | null | No additional info | Auth challenge for krystal67 via MFA from 133.9.115.123 No additional info | challenge | null | null | krystal67 | null | null | null | null | null | null | null | null | null | null | MFA | d4:1a:18:5d:13:2b | null | null | null | null | null |
702484ad-baa6-4b8d-b00b-f042e7bf9388 | 2025-03-09T04:37:07 | auth | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|medium| desc=Auth locked for samantha58 via password from 163.6.25.234 MITRE Technique: T1574.002 | {
"geo_location": "Mali",
"device_hash": "60db13c2b4af500a30b32e2904460d4ef212f6f7",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_0 rv:5.0; aa-ER) AppleWebKit/531.20.1 (KHTML, like Gecko) Version/5.0 Safari/531.20.1",
"session_id": "ee8c3937-bead-4310-84e3-876105a7e8f5",
"risk_score": 47.14,
"confidence": 0.92
} | 163.6.25.234 | null | null | null | null | MITRE Technique: T1574.002 | Auth locked for samantha58 via password from 163.6.25.234 MITRE Technique: T1574.002 | locked | null | null | samantha58 | null | null | null | null | null | null | null | null | null | null | password | 6d:5f:c5:02:44:90 | null | null | null | null | null |
3f2c5103-a6aa-4b5f-8f71-2d847cff82f7 | 2025-06-12T21:14:24 | endpoint | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|info| desc=Endpoint powershell_exec /somebody/glass.txt by nathancastillo No additional info | {
"geo_location": "Suriname",
"device_hash": "1d26ef2d10ed622e38354310de471b2bf3198fe9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/5.0)",
"session_id": "97fafbca-60a9-4234-975a-c95e6918ff32",
"risk_score": 17.3,
"confidence": 0.21
} | null | null | null | null | null | No additional info | Endpoint powershell_exec /somebody/glass.txt by nathancastillo No additional info | powershell_exec | null | null | nathancastillo | /somebody/glass.txt | 2,419 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2a432e38-e880-41d6-b664-697bdaa46347 | 2025-04-23T02:40:50 | cloud | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|high| desc=Cloud permission_escalation in Alibaba by simmonsrobert No additional info | {
"geo_location": "South Africa",
"device_hash": "3d23b18c6c3e0542778f220d78dcc5d4",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3_1 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) CriOS/17.0.863.0 Mobile/43Q919 Safari/532.2",
"session_id": "e9d48b01-2550-445b-a1d2-510f261256ce",
"risk_score": 45,
"confidence": 0.78
} | null | null | null | null | null | No additional info | Cloud permission_escalation in Alibaba by simmonsrobert No additional info | permission_escalation | null | null | simmonsrobert | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-1e901b3d |
a7073c41-7d4d-4274-bc23-89be61ccaeec | 2025-03-23T18:37:39 | ids_alert | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|low| desc=Suricata Alert: Supply Chain Compromise detected from 97.55.157.222 targeting 179.140.149.168 No additional info | {
"geo_location": "Portugal",
"device_hash": "f11506954ec1be36410db3e481da0fc8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/3.1)",
"session_id": "68def967-eaff-4334-b1cb-c52093b902cc",
"risk_score": 57.22,
"confidence": 0.01
} | 97.55.157.222 | 179.140.149.168 | Supply Chain Compromise | SIG-2527 | Recon | No additional info | Suricata Alert: Supply Chain Compromise detected from 97.55.157.222 targeting 179.140.149.168 No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 2.38,
"entropy": 6.44,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
49d636b0-e91f-4b4c-8d6e-620bad5fbe87 | 2025-02-19T03:40:27 | ai | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|low| desc=AI system adversarial_input by ltaylor No additional info | {
"geo_location": "Palestinian Territory",
"device_hash": "49bb973ed9a7b6dd47d0ef808b77693e5d2b92397bb77cf0cb3bcb714b0bc943",
"user_agent": "Opera/9.74.(Windows CE; yo-NG) Presto/2.9.182 Version/12.00",
"session_id": "ec563dfc-022a-49dd-b787-a7c79fcc6039",
"risk_score": 27.04,
"confidence": 0.24
} | null | null | null | null | null | No additional info | AI system adversarial_input by ltaylor No additional info | adversarial_input | null | null | ltaylor | null | null | null | null | null | null | null | null | null | null | null | null | model-61ac5b9e | d2145f8233131ae896d0850e3f4bbb5f90acc6e5 | 7531519e3478835f5559b71b1bb7a8820f0492cd | null | null |
ecc251ac-6c27-4a71-94be-6b9266d39168 | 2025-02-14T16:09:34 | network | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|critical| desc=Network disconnection from 82.18.153.210 to 145.32.107.174 No additional info | {
"geo_location": "Kiribati",
"device_hash": "1a7bcbfc7aeb987e98d1efef9cd6dd70",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.0; Trident/4.0)",
"session_id": "4ff291ad-76a0-4954-8d98-3bfe39f3988a",
"risk_score": 30.81,
"confidence": 0.19
} | 82.18.153.210 | 145.32.107.174 | null | null | null | No additional info | Network disconnection from 82.18.153.210 to 145.32.107.174 No additional info | disconnection | 840,620 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
83b88e7e-178d-4397-8122-92cf5dc29c05 | 2025-02-19T05:23:09 | ids_alert | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|medium| desc=OSSEC Alert: Credential Stuffing detected from 24.30.118.141 targeting 139.36.208.28 No additional info | {
"geo_location": "Barbados",
"device_hash": "b42deb3ff517051a80cbb557ee62ef2b",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; sid-ET) AppleWebKit/531.2.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6531.2.4",
"session_id": "e05ffb53-6864-45f7-aafb-5af696a29941",
"risk_score": 0,
"confidence": 0.8
} | 24.30.118.141 | 139.36.208.28 | Credential Stuffing | SIG-4411 | Recon | No additional info | OSSEC Alert: Credential Stuffing detected from 24.30.118.141 targeting 139.36.208.28 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e330cecb-5e21-4a98-9329-1880f6579d9c | 2025-03-23T13:57:54 | auth | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|low| desc=Auth locked for irusso via biometric from 32.54.200.43 No additional info noise=wp-content/main | {
"geo_location": "Russian Federation",
"device_hash": "86cb9f39eae91ee6b74dbd38592a57ac179d6f72",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows CE; Trident/4.1)",
"session_id": "006ecc94-4cf2-4700-9414-54b9ac248e37",
"risk_score": 62.52,
"confidence": 0.53
} | 32.54.200.43 | null | null | null | null | No additional info | Auth locked for irusso via biometric from 32.54.200.43 No additional info | locked | null | null | irusso | null | null | null | null | null | null | null | null | null | null | biometric | a2:f5:23:ee:c9:4e | null | null | null | null | null |
05d029d7-6157-4b8f-87e0-8a5cd0dcf078 | 2025-05-02T04:53:01 | endpoint | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint service_install son by jacqueline26 MITRE Technique: T1486 | Living-off-the-land technique detected | {
"geo_location": "Saint Barthelemy",
"device_hash": "3f51616b8e1e47e62fe0cc686a6788ddf36d9e8f",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_8 rv:2.0; fa-IR) AppleWebKit/531.47.6 (KHTML, like Gecko) Version/4.0.4 Safari/531.47.6",
"session_id": "edbeda2d-ba3e-44c5-baa7-d6b3d30f65e0",
"risk_score": 70.95,
"confidence": 0.94
} | null | null | null | null | null | MITRE Technique: T1486 | Living-off-the-land technique detected | Endpoint service_install son by jacqueline26 MITRE Technique: T1486 | Living-off-the-land technique detected | service_install | null | null | jacqueline26 | son | 6,964 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
da7914ff-a1de-4a35-99c5-ff35cfe4f73f | 2025-05-28T16:01:46 | firewall | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|info| desc=Firewall allow SSH traffic from 10.8.37.254:262 to 61.80.186.29:305 No additional info | {
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "7f2236132be080ed119f710c9aa8e056404c3029",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/535.27.6 (KHTML, like Gecko) Version/4.0 Safari/535.27.6",
"session_id": "fc0f8d69-00ba-47b5-ba7d-2c4e2bef4fb9",
"risk_score": 38.44,
"confidence": 0.27
} | 10.8.37.254 | 61.80.186.29 | null | null | null | No additional info | Firewall allow SSH traffic from 10.8.37.254:262 to 61.80.186.29:305 No additional info | allow | 626,458 | SSH | null | null | null | null | null | null | null | null | 262 | 305 | 412 | null | null | null | null | null | null | null |
8382c710-8a3a-4cd2-b760-4e12b87e027c | 2025-07-09T19:22:04 | firewall | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|info| desc=Firewall inspect RDP traffic from 10.234.192.117:26022 to 89.234.190.39:874 MITRE Technique: T1486 | {
"geo_location": "New Zealand",
"device_hash": "2cd0b1e791b0af27c3d8d59140b043f84148013b23b9f8cf59b6148a62a15ba7",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; sa-IN) AppleWebKit/535.11.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B119 Safari/6535.11.3",
"session_id": "df296291-9d7c-4c7f-a4d3-deae2ba3358c",
"risk_score": 78.22,
"confidence": 0.78
} | 10.234.192.117 | 89.234.190.39 | null | null | null | MITRE Technique: T1486 | Firewall inspect RDP traffic from 10.234.192.117:26022 to 89.234.190.39:874 MITRE Technique: T1486 | inspect | 879,725 | RDP | null | null | null | null | null | null | null | null | 26,022 | 874 | 2,091 | null | null | null | null | null | null | null |
7dd177bf-5efe-479b-b4b5-bf3aca49315c | 2025-01-22T19:30:13 | endpoint | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|low| desc=Endpoint powershell_exec travel by egomez Associated Threat Actor: DarkSide | {
"geo_location": "Ireland",
"device_hash": "25e4be5cf113d7a506ea1cbf3c1b6a2fb0274e2de6cb6cc8f4c6a0c7a62cb944",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/5.0)",
"session_id": "2b0910f9-9e26-4404-9d36-a4abfa506479",
"risk_score": 0,
"confidence": 0
} | null | null | null | null | null | Associated Threat Actor: DarkSide | Endpoint powershell_exec travel by egomez Associated Threat Actor: DarkSide | powershell_exec | null | null | egomez | travel | 1,989 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
33ef2a1a-0183-404e-8e3c-e66b5f74cbb8 | 2025-06-29T03:47:55 | ai | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|low| desc=AI system api_abuse by lwilliams No additional info noise=Q2hhbmNlLg== | {
"geo_location": "Madagascar",
"device_hash": "d104c8d3739266ae4fe50db00b57de26",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/4.0)",
"session_id": "1630ec88-b23e-490c-b737-07a1e5bba136",
"risk_score": 68.9,
"confidence": 0.22
} | null | null | null | null | null | No additional info | AI system api_abuse by lwilliams No additional info | api_abuse | null | null | lwilliams | null | null | null | null | null | null | null | null | null | null | null | null | model-821ecfcd | fb58378fb64ccfdbdb3af8bb6ea494b2 | 6cfe0ebcbd177d1a6dec0fdf559e424df616afc0 | null | null |
4b77e53a-c13b-4d9e-a0c3-535d55ca593b | 2025-03-08T05:04:50 | ai | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|high| desc=AI system training_data_poisoning by jeffreyrosales MITRE Technique: T1078.004 | {
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "cdeb4bf38adc77b4eb2213438cb93c823b54b3c2",
"user_agent": "Opera/8.61.(Windows NT 11.0; kk-KZ) Presto/2.9.186 Version/10.00",
"session_id": "af2d1793-f642-4f44-ab6f-8c0261a24d8c",
"risk_score": 80.27,
"confidence": 0.65
} | null | null | null | null | null | MITRE Technique: T1078.004 | AI system training_data_poisoning by jeffreyrosales MITRE Technique: T1078.004 | training_data_poisoning | null | null | jeffreyrosales | null | null | null | null | null | null | null | null | null | null | null | null | model-bf8fc90c | e50ecb900475277420777d1a6e40ce9443450554 | c2c2ec17e3440b410ac298baf02b6d50c5b5997438242228d6e976971b9c6d2f | null | null |
9f15cc97-ab9b-4d10-b980-ad8b59631ccd | 2025-03-04T09:00:05 | endpoint | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task /draw/final.tiff by kingian No additional info noise=SGl0IGRyZWFtLg== | {
"geo_location": "Jamaica",
"device_hash": "0641e5d7363281b56e63596c8a890fdabc9dae0e04caefddcdb5f8e898eab960",
"user_agent": "Opera/9.47.(Windows NT 5.01; zh-TW) Presto/2.9.190 Version/12.00",
"session_id": "e1e2f6b6-7192-4261-8fd1-c76998353b9f",
"risk_score": 77.91,
"confidence": 0.5
} | null | null | null | null | null | No additional info | Endpoint scheduled_task /draw/final.tiff by kingian No additional info | scheduled_task | null | null | kingian | /draw/final.tiff | 6,516 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2848233a-4e76-451d-aa4a-c6407e3a816f | 2025-04-15T19:19:49 | 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: Fileless Attack detected from 45.186.54.189 targeting N/A No additional info noise=local|director|you | {
"geo_location": "Congo",
"device_hash": "5baa53b7f301b32b8d8fc4a3ff0fd2543c4466ce",
"user_agent": "Opera/8.71.(X11; Linux x86_64; hu-HU) Presto/2.9.170 Version/10.00",
"session_id": "4bda59aa-89c7-42ad-a1bd-f263aa8df4e2",
"risk_score": 78.93,
"confidence": 0.02
} | 45.186.54.189 | N/A | Fileless Attack | SIG-6764 | Malware | No additional info | Palo Alto Cortex Alert: Fileless Attack detected from 45.186.54.189 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 |
7f317830-3420-43ff-a462-66c6e7fa1910 | 2025-03-11T14:01:12 | network | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 208.37.161.180 to 17.208.59.61 MITRE Technique: T1218.011 | Associated Threat Actor: DarkSide | {
"geo_location": "Montserrat",
"device_hash": "1a2252d92722e7321095fe482bf6b56d",
"user_agent": "Opera/8.49.(Windows NT 5.2; hy-AM) Presto/2.9.181 Version/10.00",
"session_id": "554615c1-444b-4db2-abf8-4a49da363fba",
"risk_score": 76.38,
"confidence": 0.73
} | 208.37.161.180 | 17.208.59.61 | null | null | null | MITRE Technique: T1218.011 | Associated Threat Actor: DarkSide | Network latency_spike from 208.37.161.180 to 17.208.59.61 MITRE Technique: T1218.011 | Associated Threat Actor: DarkSide | latency_spike | 195,880 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fcb5ee13-2c60-48ea-965d-7a01ea69df25 | 2025-06-16T11:44:05 | firewall | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop NTP traffic from 24.139.227.103:667 to 54.205.247.114:472 Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Kazakhstan",
"device_hash": "ab2b3b89bbfac2f377c3fccb15c3ff83",
"user_agent": "Opera/8.20.(Windows 98; es-GT) Presto/2.9.177 Version/11.00",
"session_id": "101e86cc-6162-45f7-98e2-c065de0ae4f4",
"risk_score": 87.19,
"confidence": 0.41
} | 24.139.227.103 | 54.205.247.114 | null | null | null | Unconventional IOC: Thermal sensor anomalies | Firewall drop NTP traffic from 24.139.227.103:667 to 54.205.247.114:472 Unconventional IOC: Thermal sensor anomalies | drop | 685,716 | NTP | null | null | null | null | null | null | null | null | 667 | 472 | 1,685 | null | null | null | null | null | null | null |
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