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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33695f0b-ad1f-465b-a829-2775e6d970bf | 2025-04-13T21:27:36 | ids_alert | Suricata v6.0.10 | emergency | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|emergency| desc=Suricata Alert: Fileless Attack detected from 191.136.97.98 targeting N/A No additional info | {
"geo_location": "Burundi",
"device_hash": "ca55820f3a44759338031d3a88ef18a8b37bc352",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; kok-IN; rv:1.9.2.20) Gecko/6424-01-26 19:34:09 Firefox/3.6.2",
"session_id": "7e94d1a3-f073-4736-9207-ca614fcba99c",
"risk_score": 78.36,
"confidence": 0.54
} | 191.136.97.98 | N/A | Fileless Attack | SIG-3259 | Policy | No additional info | Suricata Alert: Fileless Attack detected from 191.136.97.98 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 |
5e6ad7b2-9a5e-4013-bae2-047d522d601a | 2025-02-15T07:39:04 | ai | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|low| desc=AI system api_abuse by mhampton No additional info | {
"geo_location": "Saint Martin",
"device_hash": "84b61cc39b873f5685f4de94dae9c6bff9f418ecc4a900a91f7b292d8ae6da58",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/534.32.7 (KHTML, like Gecko) Version/4.0.3 Safari/534.32.7",
"session_id": "cea150de-db1d-4fe8-ab04-02730af452d4",
"risk_score": 69.54,
"confidence": 0.88
} | null | null | null | null | null | No additional info | AI system api_abuse by mhampton No additional info | api_abuse | null | null | mhampton | null | null | null | null | null | null | null | null | null | null | null | null | model-c2a44861 | 566a1c0d00b58c2dfe54cb9d8f47d63b | 2ff94c68da606acecc88357a7e5ac48f | null | null |
b2d91a84-1dc2-4c60-9cc9-54c621d326df | 2025-06-14T13:15:08 | ids_alert | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|high| desc=Microsoft Sentinel Alert: SQL Injection detected from 181.174.219.141 targeting N/A MITRE Technique: T1204.002 | {
"geo_location": "Afghanistan",
"device_hash": "cfb1432a7563ddff9781c656141e4ab827bc64f6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.0; Trident/3.0)",
"session_id": "8f5d64ce-264c-4999-b10b-13685422b817",
"risk_score": 40.15,
"confidence": 0.62
} | 181.174.219.141 | N/A | SQL Injection | SIG-1716 | Malware | MITRE Technique: T1204.002 | Microsoft Sentinel Alert: SQL Injection detected from 181.174.219.141 targeting N/A MITRE Technique: T1204.002 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f3aa06bf-fd3e-463a-8037-ed853830ab91 | 2025-04-19T15:03:37 | ids_alert | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|critical| desc=FireEye HX Alert: Supply Chain Compromise detected from 146.162.59.238 targeting 216.163.70.87 MITRE Technique: T1190 | {
"geo_location": "Martinique",
"device_hash": "b8bb700539bacddeefc184286905c1d6049e39c5",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.3) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/26.0.894.0 Safari/531.0",
"session_id": "46a9633d-0c49-4bd1-bdf7-6929b5f418c7",
"risk_score": 54.79,
"confidence": 0.64
} | 146.162.59.238 | 216.163.70.87 | Supply Chain Compromise | SIG-4171 | Recon | MITRE Technique: T1190 | FireEye HX Alert: Supply Chain Compromise detected from 146.162.59.238 targeting 216.163.70.87 MITRE Technique: T1190 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9d8b2cc5-97ca-432d-adc4-006cc12d6a73 | 2025-04-18T13:29:23 | firewall | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|info| desc=Firewall deny UDP traffic from 10.181.28.69:832 to 168.90.212.123:617 No additional info | {
"geo_location": "Costa Rica",
"device_hash": "472c33631237419b40eb9a00d7477c8384fec4fb",
"user_agent": "Opera/9.21.(X11; Linux x86_64; brx-IN) Presto/2.9.186 Version/12.00",
"session_id": "4157a883-1381-426b-b1c2-dd07413c7e60",
"risk_score": 62.93,
"confidence": 0.63
} | 10.181.28.69 | 168.90.212.123 | null | null | null | No additional info | Firewall deny UDP traffic from 10.181.28.69:832 to 168.90.212.123:617 No additional info | deny | 841,334 | UDP | null | null | null | null | null | null | null | null | 832 | 617 | 2,985 | null | null | null | null | null | null | null |
33e3593e-9660-42a8-898e-620e8f0a8e6a | 2025-02-19T19:22:01 | ids_alert | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|high| desc=Splunk Alert: Domain Fronting detected from 162.163.186.98 targeting 59.136.121.36 MITRE Technique: T1134.001 | {
"geo_location": "Germany",
"device_hash": "b5957336cce213aaa3e890ea664f8a73643650a9",
"user_agent": "Opera/9.70.(X11; Linux i686; mag-IN) Presto/2.9.179 Version/10.00",
"session_id": "d89f15e9-c5e6-4deb-8eff-9a9eefcade38",
"risk_score": 10.23,
"confidence": 0.25
} | 162.163.186.98 | 59.136.121.36 | Domain Fronting | SIG-8024 | Policy | MITRE Technique: T1134.001 | Splunk Alert: Domain Fronting detected from 162.163.186.98 targeting 59.136.121.36 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 |
a8ba4531-3027-42f6-a95a-3dc0283b0125 | 2025-02-25T21:00:48 | ai | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|info| desc=AI system fine_tuning by nancyturner MITRE Technique: T1204.002 | {
"geo_location": "Norfolk Island",
"device_hash": "cf5aa75fa9bdbb5c6d6cbecd6bf17e6c2d603b31",
"user_agent": "Opera/8.99.(Windows NT 11.0; be-BY) Presto/2.9.175 Version/11.00",
"session_id": "1232bf89-f026-40ce-b004-0cd78adf2944",
"risk_score": 36.74,
"confidence": 0.31
} | null | null | null | null | null | MITRE Technique: T1204.002 | AI system fine_tuning by nancyturner MITRE Technique: T1204.002 | fine_tuning | null | null | nancyturner | null | null | null | null | null | null | null | null | null | null | null | null | model-3547feb6 | f91e93bd99160db282e6df69e772a45752ddc64065d2b299ef5c135a5a47d6ff | f621b6f9f3889a8dd9b083413b0d1443 | null | null |
ea484e17-f933-423e-9662-9fbcdf6ee4be | 2025-03-09T05:47:10 | firewall | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|critical| desc=Firewall quarantine RDP traffic from 104.48.136.225:50341 to 153.29.224.99:159 MITRE Technique: T1190 | {
"geo_location": "Panama",
"device_hash": "a7f8c986dd4545819fa8f4142fed1200d75eb360",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/531.8.5 (KHTML, like Gecko) Version/4.0.1 Safari/531.8.5",
"session_id": "17edeb5a-ce31-4047-9422-8884ca1ab7ef",
"risk_score": 52.89,
"confidence": 0.25
} | 104.48.136.225 | 153.29.224.99 | null | null | null | MITRE Technique: T1190 | Firewall quarantine RDP traffic from 104.48.136.225:50341 to 153.29.224.99:159 MITRE Technique: T1190 | quarantine | 826,394 | RDP | null | null | null | null | null | null | null | null | 50,341 | 159 | 16 | null | null | null | null | null | null | null |
8b624e07-cc8c-4cbf-b065-cb2325e1a07b | 2025-03-30T14:17:34 | ids_alert | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|critical| desc=Vectra AI Alert: Credential Stuffing detected from 53.226.132.96 targeting 36.218.39.209 No additional info | {
"geo_location": "Syrian Arab Republic",
"device_hash": "dcc33f0bf1de05d904d0720da0aaadff538c9a49",
"user_agent": "Opera/8.78.(Windows NT 11.0; es-PE) Presto/2.9.171 Version/10.00",
"session_id": "26fbda57-6ec2-498d-ba5b-58e8e56eda37",
"risk_score": 39.84,
"confidence": 0.07
} | 53.226.132.96 | 36.218.39.209 | Credential Stuffing | SIG-1493 | Exploit | No additional info | Vectra AI Alert: Credential Stuffing detected from 53.226.132.96 targeting 36.218.39.209 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
60d745d8-70b4-437f-bbd1-d1faac0ea305 | 2025-04-21T15:21:23 | endpoint | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint service_install family by jgarcia No additional info | {
"geo_location": "Brazil",
"device_hash": "a1e093329f1479c154d96cd0c5caf446",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.01; Trident/5.0)",
"session_id": "3bfe1325-75b3-4d56-9240-b8a9694ed992",
"risk_score": 66.12,
"confidence": 0.98
} | null | null | null | null | null | No additional info | Endpoint service_install family by jgarcia No additional info | service_install | null | null | jgarcia | family | 1,369 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f8634a0d-4432-4836-b669-d6ade63bd7b5 | 2025-05-14T22:16:30 | ai | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|info| desc=AI system api_abuse by olivia98 No additional info | {
"geo_location": "Cyprus",
"device_hash": "8838e0cf06292c5502e122c00c7546b73b9cc1b5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/4.1)",
"session_id": "b77a643b-cb97-4747-aa60-dc872c2c1496",
"risk_score": 43.87,
"confidence": 0.73
} | null | null | null | null | null | No additional info | AI system api_abuse by olivia98 No additional info | api_abuse | null | null | olivia98 | null | null | null | null | null | null | null | null | null | null | null | null | model-bcbf82be | 9b51de61e0b9a1ff452db145c6d2908f0875aa52 | 5dd11746142a7477074cb20ca2bb5b9148ba900d09109a1920254c0707a28077 | null | null |
6f162ed3-a1fc-4a40-bea6-764880d0e8a8 | 2021-03-23T23:33:52 | endpoint | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access /agent/million.xls by wadams No additional info | {
"geo_location": "Rwanda",
"device_hash": "99912380b8b9f1b7d644c76dd86b824a2521f77e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 10.0; Trident/5.0)",
"session_id": "14344aaf-e0e5-4bb8-a51f-66ff3fb12b57",
"risk_score": 46.65,
"confidence": 0.14
} | null | null | null | null | null | No additional info | Endpoint file_access /agent/million.xls by wadams No additional info | file_access | null | null | wadams | /agent/million.xls | 1,764 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
64edd3db-c91f-4599-933f-6c8186f5798d | 2025-03-18T14:15:03 | auth | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for davissarah via key from 10.200.19.82 No additional info | {
"geo_location": "Belgium",
"device_hash": "af242f3ea76248a51789c81f26849efe798278cdde802d8ec10ab90d4bd4edcd",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 16_7_6 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) FxiOS/12.2f1639.0 Mobile/99N513 Safari/532.2",
"session_id": "653034d3-a2af-462f-87ad-48403885ad8e",
"risk_score": 74.31,
"confidence": 0.69
} | 10.200.19.82 | null | null | null | null | No additional info | Auth bypass for davissarah via key from 10.200.19.82 No additional info | bypass | null | null | davissarah | null | null | null | null | null | null | null | null | null | null | key | 5c:e9:94:62:2c:13 | null | null | null | null | null |
8663bbcd-3522-4599-9148-9b961907beae | 2025-02-22T03:55:42 | iot | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|high| desc=IoT device Medical side_channel No additional info | {
"geo_location": "Canada",
"device_hash": "27fa1a75adeb6064b3828bfc5b651ba025f0eaa21230519802f2fb6682cc5ef8",
"user_agent": "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/15.0.898.0 Safari/536.1",
"session_id": "80e38855-34ba-4d20-8a92-fb3ec1f5e84a",
"risk_score": 47.76,
"confidence": 0.4
} | null | null | null | null | null | No additional info | IoT device Medical side_channel No additional info | side_channel | null | null | null | null | null | null | null | Medical | iot-aab1cca0 | 5.8 | null | null | null | null | null | null | null | null | null | null |
45ee9259-5ff3-47d0-b81e-e5e8c9aaae6b | 2025-02-13T06:08:48 | ids_alert | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|critical| desc=Vectra AI Alert: AI Model Poisoning detected from 80.137.211.73 targeting 10.69.124.140 No additional info noise=blog/list/wp-content | {
"geo_location": "Mexico",
"device_hash": "228c68053c0f74e34d96887469bab35853cbfd13",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/5.0)",
"session_id": "d4eeb5d8-defa-4ec9-b12c-7ef8c591522a",
"risk_score": 36.53,
"confidence": 0.8
} | 80.137.211.73 | 10.69.124.140 | AI Model Poisoning | SIG-9716 | Exploit | No additional info | Vectra AI Alert: AI Model Poisoning detected from 80.137.211.73 targeting 10.69.124.140 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
66935f66-2bc9-4cc5-9df2-422e09718714 | 2025-06-19T12:37:38 | firewall | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny SSH traffic from 206.83.87.129:648 to 77.164.187.113:388 Associated Threat Actor: Scattered Spider | {
"geo_location": "Romania",
"device_hash": "488a26acd01abb3bd9416571a6db24f4c196f014",
"user_agent": "Opera/9.82.(Windows 98; Win 9x 4.90; ur-IN) Presto/2.9.163 Version/10.00",
"session_id": "02fb0887-43a1-4f84-a8de-a11d998b6556",
"risk_score": 9.26,
"confidence": 0.8
} | 206.83.87.129 | 77.164.187.113 | null | null | null | Associated Threat Actor: Scattered Spider | Firewall deny SSH traffic from 206.83.87.129:648 to 77.164.187.113:388 Associated Threat Actor: Scattered Spider | deny | 666,929 | SSH | null | null | null | null | null | null | null | null | 648 | 388 | 148 | null | null | null | null | null | null | null |
64f69c3e-8296-42c1-991e-9123aa46a982 | 2025-04-29T22:39:54 | cloud | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|high| desc=Cloud crypto_mining in OCI by lrobinson MITRE Technique: T1547.001 | Unconventional IOC: ACPI table modifications | {
"geo_location": "Peru",
"device_hash": "555fda6ea9e99b7c540688bb82a44f503ad2f4ac",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/4514-09-24 21:29:31 Firefox/3.8",
"session_id": "2cff6bd4-cebe-401e-ad36-cab170362acb",
"risk_score": 65.74,
"confidence": 0.65
} | null | null | null | null | null | MITRE Technique: T1547.001 | Unconventional IOC: ACPI table modifications | Cloud crypto_mining in OCI by lrobinson MITRE Technique: T1547.001 | Unconventional IOC: ACPI table modifications | crypto_mining | null | null | lrobinson | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-08e8fce6 |
62e0d041-b48b-4069-9ea0-9b959a482abc | 2025-04-20T19:13:16 | ids_alert | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|high| desc=QRadar Alert: SQL Injection detected from 135.245.39.97 targeting 214.81.55.212 No additional info | {
"geo_location": "Comoros",
"device_hash": "6d20cd29069b6ce71f2b56104b85d6fd",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; de-AT) AppleWebKit/535.20.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6535.20.4",
"session_id": "ed88b8cd-b215-4106-8f4d-01530bf9bf55",
"risk_score": 22.91,
"confidence": 0.66
} | 135.245.39.97 | 214.81.55.212 | SQL Injection | SIG-5221 | Malware | No additional info | QRadar Alert: SQL Injection detected from 135.245.39.97 targeting 214.81.55.212 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4c056f5d-2667-4333-b296-de95c1f330a8 | 2025-05-14T18:12:52 | firewall | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|high| desc=Firewall deny RDP traffic from 196.193.148.224:40332 to 12.28.92.218:989 Associated Threat Actor: Lazarus Group | {
"geo_location": "Senegal",
"device_hash": "db79e8916d5704d8eb2a3d1b71c4b5ea1b3a017e9bd3b88e10c25f754b0021cc",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_5 rv:4.0; ia-FR) AppleWebKit/533.16.3 (KHTML, like Gecko) Version/5.1 Safari/533.16.3",
"session_id": "1f8894ed-9d2f-4c2a-aa7b-e39af6f23284",
"risk_score": 48.77,
"confidence": 0.25
} | 196.193.148.224 | 12.28.92.218 | null | null | null | Associated Threat Actor: Lazarus Group | Firewall deny RDP traffic from 196.193.148.224:40332 to 12.28.92.218:989 Associated Threat Actor: Lazarus Group | deny | 857,286 | RDP | null | null | null | null | null | null | null | null | 40,332 | 989 | 1,138 | null | null | null | null | null | null | null |
7f54d5ea-3895-4709-895c-52ab7a0775cb | 2025-07-04T05:45:08 | firewall | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|high| desc=Firewall allow HTTPS traffic from 10.116.103.9:382 to 107.47.204.65:45132 Geo anomaly: Impossible travel detected | {
"geo_location": "Honduras",
"device_hash": "5139ad15a536281b2cde32d852d03621f578f696",
"user_agent": "Opera/9.86.(X11; Linux x86_64; zh-TW) Presto/2.9.188 Version/10.00",
"session_id": "912b092d-6347-4a87-ba89-2598bcb2fc5a",
"risk_score": 60.56,
"confidence": 0.84
} | 10.116.103.9 | 107.47.204.65 | null | null | null | Geo anomaly: Impossible travel detected | Firewall allow HTTPS traffic from 10.116.103.9:382 to 107.47.204.65:45132 Geo anomaly: Impossible travel detected | allow | 487,853 | HTTPS | null | null | null | null | null | null | null | null | 382 | 45,132 | 2,597 | null | null | null | null | null | null | null |
8bca6f05-0c3a-4ae2-bbd5-ab0a3f8cd2e8 | 2025-06-08T20:11:38 | ids_alert | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|critical| desc=FireEye HX Alert: DNS Tunneling detected from 44.120.19.62 targeting 10.205.208.255 No additional info | {
"geo_location": "Kenya",
"device_hash": "26199507c8d8c8ba1ecbdde2319c869d",
"user_agent": "Mozilla/5.0 (Windows 98) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/60.0.830.0 Safari/536.2",
"session_id": "1fdbc117-11d8-4fc9-9fad-dfd9721961ec",
"risk_score": 68.87,
"confidence": 0.1
} | 44.120.19.62 | 10.205.208.255 | DNS Tunneling | SIG-7382 | Exploit | No additional info | FireEye HX Alert: DNS Tunneling detected from 44.120.19.62 targeting 10.205.208.255 No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 1.19,
"entropy": 4.66,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
ded5649a-0d02-4444-be0d-a3b090e3e7e3 | 2025-02-19T22:29:48 | iot | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat command_injection No additional info noise=E1960589 | {
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "51d03d2ac0d9821a86cba5496ab20d1a2d2e51eb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/5.0)",
"session_id": "46e51359-817c-4ce3-8368-6831a61d4c37",
"risk_score": 41.5,
"confidence": 0.09
} | null | null | null | null | null | No additional info | IoT device Thermostat command_injection No additional info | command_injection | null | null | null | null | null | null | null | Thermostat | iot-fdfcf63f | 10.0 | null | null | null | null | null | null | null | null | null | null |
94b31ab4-6d64-4e4c-8ce2-1221c495de31 | 2025-03-15T23:57:31 | endpoint | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec station by kthomas MITRE Technique: T1486 | {
"geo_location": "Georgia",
"device_hash": "67a268ef193d7e570acf07a9056faa43aa523e90",
"user_agent": "Mozilla/5.0 (Android 3.0; Mobile; rv:13.0) Gecko/13.0 Firefox/13.0",
"session_id": "7913cbb8-e962-4415-b669-e6dcc57191d8",
"risk_score": 63.26,
"confidence": 0.27
} | null | null | null | null | null | MITRE Technique: T1486 | Endpoint wmi_exec station by kthomas MITRE Technique: T1486 | wmi_exec | null | null | kthomas | station | 3,296 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7733a78b-be4b-4c6a-aa14-633da72a92ed | 2025-05-26T04:14:49 | cloud | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|high| desc=Cloud container_escape in AWS by bbradley No additional info | {
"geo_location": "Cambodia",
"device_hash": "75179af2fa9b163d0bc7915816d1cf60",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/16.0.862.0 Safari/533.2",
"session_id": "f9b19900-4fe2-41df-8b04-62fc6fab32ee",
"risk_score": 56.49,
"confidence": 0.62
} | null | null | null | null | null | No additional info | Cloud container_escape in AWS by bbradley No additional info | container_escape | null | null | bbradley | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-8a8a5e8b |
70633eeb-8037-4f42-989d-f35c96856459 | 2025-05-26T01:52:12 | network | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 137.104.184.193 to 194.156.52.148 No additional info | {
"geo_location": "Tanzania",
"device_hash": "d9fd8a9d737e3804c3b63fa4447304f7",
"user_agent": "Opera/8.32.(Windows NT 6.0; is-IS) Presto/2.9.171 Version/10.00",
"session_id": "e4692b30-b99a-4e21-b843-ef5001b85c40",
"risk_score": 46.93,
"confidence": 0.31
} | 137.104.184.193 | 194.156.52.148 | null | null | null | No additional info | Network latency_spike from 137.104.184.193 to 194.156.52.148 No additional info | latency_spike | 986,927 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6e97c4cd-d958-4b45-aac1-34deeafdf880 | 2025-05-20T15:13:59 | network | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|high| desc=Network covert_channel from 42.205.124.223 to 39.11.209.78 MITRE Technique: T1566.001 | Associated Threat Actor: Conti | {
"geo_location": "Moldova",
"device_hash": "e97f4c37d1cba3974d825a5e4a83ebf48e9cbd0a",
"user_agent": "Opera/9.22.(X11; Linux x86_64; hne-IN) Presto/2.9.179 Version/10.00",
"session_id": "6b3f0ab5-afc6-473c-adf8-72935b774d05",
"risk_score": 8.99,
"confidence": 0.63
} | 42.205.124.223 | 39.11.209.78 | null | null | null | MITRE Technique: T1566.001 | Associated Threat Actor: Conti | Network covert_channel from 42.205.124.223 to 39.11.209.78 MITRE Technique: T1566.001 | Associated Threat Actor: Conti | covert_channel | 973,360 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bf303e7b-ea05-4ef2-9b86-dd60484bbf73 | 2025-05-19T02:22:56 | iot | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|low| desc=IoT device Medical side_channel MITRE Technique: T1543.003 noise=RmluYW5jaWFsLg== | {
"geo_location": "Uzbekistan",
"device_hash": "11fcead37e2d0a94c06cb92936a4708053cab5bf",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_4 rv:6.0; mag-IN) AppleWebKit/531.28.7 (KHTML, like Gecko) Version/4.0 Safari/531.28.7",
"session_id": "f6653bfe-a1fd-4dc4-8e59-7c5bb1c53e10",
"risk_score": 22.58,
"confidence": 0.88
} | null | null | null | null | null | MITRE Technique: T1543.003 | IoT device Medical side_channel MITRE Technique: T1543.003 | side_channel | null | null | null | null | null | null | null | Medical | iot-0102acae | 6.9 | null | null | null | null | null | null | null | null | null | null |
232a609e-b748-4916-a438-30f58512b94f | 2025-03-24T08:42:17 | firewall | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|high| desc=Firewall drop NTP traffic from 165.82.244.30:668 to 198.130.146.242:25 No additional info | {
"geo_location": "Algeria",
"device_hash": "b1d6750ed3bee84da887e804380fc28e",
"user_agent": "Opera/8.82.(Windows NT 5.1; ve-ZA) Presto/2.9.160 Version/10.00",
"session_id": "04a8386f-c542-4073-86d6-a74a3f0dadfc",
"risk_score": 62.44,
"confidence": 0.98
} | 165.82.244.30 | 198.130.146.242 | null | null | null | No additional info | Firewall drop NTP traffic from 165.82.244.30:668 to 198.130.146.242:25 No additional info | drop | 72,573 | NTP | null | null | null | null | {
"baseline_deviation": 1.26,
"entropy": 6.58,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 668 | 25 | 731 | null | null | null | null | null | null | null |
2c8bc57a-2061-4967-b7ea-84d41bbecfe4 | 2025-02-09T02:15:33 | ids_alert | Darktrace v6.0.0 | emergency | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Darktrace Alert: Zero-Day Exploit detected from 169.5.154.251 targeting 57.159.156.4 No additional info noise=UGVyc29uYWwu | {
"geo_location": "Brunei Darussalam",
"device_hash": "6b63405e02c311a4d99d7ed46a2ed57d6cdf13b0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 4.0; Trident/3.0)",
"session_id": "00503fc3-14da-468b-b582-76e0e9524420",
"risk_score": 49.75,
"confidence": 0.8
} | 169.5.154.251 | 57.159.156.4 | Zero-Day Exploit | SIG-2882 | Evasion | No additional info | Darktrace Alert: Zero-Day Exploit detected from 169.5.154.251 targeting 57.159.156.4 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
76eceae0-a527-4e41-81a9-9e89b4056b68 | 2025-01-30T03:23:24 | network | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|info| desc=Network bandwidth_usage from 89.246.158.98 to 173.204.165.218 No additional info | {
"geo_location": "North Korea",
"device_hash": "1f5282c2558026f49a8a3b1538a4c7998a83f123",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/6024-08-25 15:26:01 Firefox/3.6.10",
"session_id": "4bf88029-47cf-4fbe-b99f-205b312128ff",
"risk_score": 34.33,
"confidence": 0.29
} | 89.246.158.98 | 173.204.165.218 | null | null | null | No additional info | Network bandwidth_usage from 89.246.158.98 to 173.204.165.218 No additional info | bandwidth_usage | 695,848 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0f0c794b-380c-49a8-9a79-8d8833817d24 | 2025-06-15T18:03:54 | cloud | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in AWS by smithheather No additional info | {
"geo_location": "Antigua and Barbuda",
"device_hash": "8048820bf9af2447f32c114ef413f235776f8fdc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/3.1)",
"session_id": "10384caa-634b-4f42-8d88-d77497fc4aa2",
"risk_score": 74.86,
"confidence": 0
} | null | null | null | null | null | No additional info | Cloud container_escape in AWS by smithheather No additional info | container_escape | null | null | smithheather | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-bf83c6d5 |
0fb77e54-8553-4ce9-b6bd-47f7c9b8d2e0 | 2025-06-29T23:06:39 | cloud | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|high| desc=Cloud permission_escalation in GCP by devincontreras MITRE Technique: T1110.003 | Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Mayotte",
"device_hash": "e9f3962cc1176f40dbcb637cc19a499cb953877e",
"user_agent": "Mozilla/5.0 (Linux; Android 6.0.1) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/32.0.809.0 Safari/531.2",
"session_id": "eff6a0d1-d856-4707-81c3-09646e69cf11",
"risk_score": 66.68,
"confidence": 0.25
} | null | null | null | null | null | MITRE Technique: T1110.003 | Unconventional IOC: Thermal sensor anomalies | Cloud permission_escalation in GCP by devincontreras MITRE Technique: T1110.003 | Unconventional IOC: Thermal sensor anomalies | permission_escalation | null | null | devincontreras | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-06810aee |
a03992f5-97d4-4ba9-b08c-a3de60562002 | 2025-07-03T16:29:41 | ids_alert | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|low| desc=Elastic SIEM Alert: SQL Injection detected from 172.162.216.41 targeting N/A No additional info | {
"geo_location": "India",
"device_hash": "cc0e353a7ae0c3a6359f479b2d7244bda1884e3b672ceb6c96358518cab6f04b",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_8_9 rv:2.0; sid-ET) AppleWebKit/532.33.5 (KHTML, like Gecko) Version/4.0 Safari/532.33.5",
"session_id": "e0988c6d-5aae-4414-94f3-085f0ab57d9e",
"risk_score": 70.34,
"confidence": 0.07
} | 172.162.216.41 | N/A | SQL Injection | SIG-3555 | Policy | No additional info | Elastic SIEM Alert: SQL Injection detected from 172.162.216.41 targeting N/A No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 0.6,
"entropy": 7,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
a81170de-14c3-41f9-89db-edfa3a820a0c | 2025-03-26T19:47:28 | network | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|high| desc=Network protocol_anomaly from 10.110.46.46 to 75.22.225.50 No additional info noise=category/wp-content | {
"geo_location": "Bangladesh",
"device_hash": "fee9e8f07a900a160f992c8bbf1be1fa",
"user_agent": "Mozilla/5.0 (Windows NT 5.1; pt-BR; rv:1.9.2.20) Gecko/4099-02-08 05:30:21 Firefox/12.0",
"session_id": "f9d8bac0-7c92-4b94-855a-48d765f7b2f2",
"risk_score": 56.49,
"confidence": 0.28
} | 10.110.46.46 | 75.22.225.50 | null | null | null | No additional info | Network protocol_anomaly from 10.110.46.46 to 75.22.225.50 No additional info | protocol_anomaly | 524,526 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3d184099-12fe-4eab-ab26-3ed4392828a1 | 2025-01-30T22:34:48 | ids_alert | ArcSight v7.4.0 | emergency | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|emergency| desc=ArcSight Alert: AI Model Poisoning detected from 76.19.199.31 targeting 10.69.66.83 No additional info | {
"geo_location": "Oman",
"device_hash": "ece97c86e8e51a5261ff4f505c035f36",
"user_agent": "Opera/8.10.(Windows NT 4.0; sr-RS) Presto/2.9.167 Version/10.00",
"session_id": "a70c5336-2735-4f77-bcbf-63cdf2e63024",
"risk_score": 21.58,
"confidence": 0.34
} | 76.19.199.31 | 10.69.66.83 | AI Model Poisoning | SIG-7755 | Malware | No additional info | ArcSight Alert: AI Model Poisoning detected from 76.19.199.31 targeting 10.69.66.83 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
90303061-3fa2-4919-aef0-fe51225f952b | 2025-04-24T01:36:54 | ids_alert | FireEye HX v4.5.0 | emergency | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|emergency| desc=FireEye HX Alert: Brute Force detected from 196.64.142.28 targeting N/A MITRE Technique: T1059.005 | {
"geo_location": "Botswana",
"device_hash": "0b8da2a164ff47371f2b7c777f750b4d0a9685ec",
"user_agent": "Mozilla/5.0 (Android 2.0.1; Mobile; rv:33.0) Gecko/33.0 Firefox/33.0",
"session_id": "cb7cde03-aea7-4407-9c9a-7582176b200e",
"risk_score": 34.87,
"confidence": 0.95
} | 196.64.142.28 | N/A | Brute Force | SIG-2799 | Exploit | MITRE Technique: T1059.005 | FireEye HX Alert: Brute Force detected from 196.64.142.28 targeting N/A MITRE Technique: T1059.005 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
54ce48f3-091a-4090-9f51-97c8eac9e59e | 2025-05-21T08:23:52 | endpoint | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint registry_change /cup/nature.pdf by hchandler No additional info | {
"geo_location": "San Marino",
"device_hash": "b4836dbbb71886db547dfb6976f6d192234ba8f5",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_8 rv:4.0; bg-BG) AppleWebKit/534.5.4 (KHTML, like Gecko) Version/4.0 Safari/534.5.4",
"session_id": "66236ac3-9605-4376-b763-7ce94adf9203",
"risk_score": 71.82,
"confidence": 0.18
} | null | null | null | null | null | No additional info | Endpoint registry_change /cup/nature.pdf by hchandler No additional info | registry_change | null | null | hchandler | /cup/nature.pdf | 3,914 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
26af6514-f955-4fc8-8e39-7054711a54fd | 2025-05-11T22:34:07 | ids_alert | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|low| desc=Suricata Alert: Brute Force detected from 10.70.82.98 targeting N/A No additional info | {
"geo_location": "Gibraltar",
"device_hash": "2802f9943c157bda78d169abde77593b",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; it-CH) AppleWebKit/531.49.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B117 Safari/6531.49.7",
"session_id": "cf6bf8c8-01af-4733-928b-6c6444f2ca39",
"risk_score": 55.83,
"confidence": 0.5
} | 10.70.82.98 | N/A | Brute Force | SIG-2851 | Exploit | No additional info | Suricata Alert: Brute Force detected from 10.70.82.98 targeting N/A No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 2.04,
"entropy": 6.65,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
1780d958-ed83-4a4d-986d-6db1e915ff03 | 2025-02-12T12:34:23 | ids_alert | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|low| desc=Splunk Alert: Domain Fronting detected from 158.129.205.156 targeting N/A No additional info | {
"geo_location": "Sri Lanka",
"device_hash": "f4b0daf6e8a81e0285405fde60f722b7b600e037a9e023cf12c3aa49528175db",
"user_agent": "Opera/8.21.(Windows CE; nb-NO) Presto/2.9.179 Version/10.00",
"session_id": "bf195d61-5378-483b-b25e-1d725e1b86a6",
"risk_score": 50.58,
"confidence": 0.57
} | 158.129.205.156 | N/A | Domain Fronting | SIG-9141 | Policy | No additional info | Splunk Alert: Domain Fronting detected from 158.129.205.156 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 |
d538af37-ef7b-4d2b-8021-5127db157ab1 | 2025-07-02T12:47:13 | ids_alert | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|critical| desc=Darktrace Alert: Fileless Attack detected from 32.144.152.223 targeting 44.145.92.125 No additional info | {
"geo_location": "Suriname",
"device_hash": "0be2b687bf4a3dc8d3d2c37d98607cee",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/63.0.817.0 Safari/531.2",
"session_id": "db053d03-7b3c-4bd9-8a37-f84c4724e0c5",
"risk_score": 39.36,
"confidence": 0.3
} | 32.144.152.223 | 44.145.92.125 | Fileless Attack | SIG-6246 | Recon | No additional info | Darktrace Alert: Fileless Attack detected from 32.144.152.223 targeting 44.145.92.125 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c5230e50-6fbc-452e-8de7-3619aab6ce03 | 2025-01-22T12:06:45 | firewall | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|high| desc=Firewall inspect HTTPS traffic from 95.79.4.111:41692 to 64.136.43.215:144 No additional info | {
"geo_location": "Fiji",
"device_hash": "2ff68b2b6ca94305a507886a2078b16676c00cf9",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_0; rv:1.9.6.20) Gecko/9285-03-28 10:17:32 Firefox/3.8",
"session_id": "69444678-9bd5-4933-8656-f8c133b0e9a2",
"risk_score": 71.45,
"confidence": 0.35
} | 95.79.4.111 | 64.136.43.215 | null | null | null | No additional info | Firewall inspect HTTPS traffic from 95.79.4.111:41692 to 64.136.43.215:144 No additional info | inspect | 660,210 | HTTPS | null | null | null | null | null | null | null | null | 41,692 | 144 | 456 | null | null | null | null | null | null | null |
e1409f1f-5d25-4b75-9e90-e01babab0a56 | 2027-01-23T20:04:27 | auth | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for fieldsrachel via password from 86.137.135.244 MITRE Technique: T1071.001 | Unconventional IOC: UEFI variable tampering | {
"geo_location": "Guyana",
"device_hash": "777d34434a66cc02610d1e7d9c3e251466d622f3",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/19.0.802.0 Safari/533.2",
"session_id": "70db019e-ce4e-4670-a979-19efc8654b36",
"risk_score": 58.92,
"confidence": 0.82
} | 86.137.135.244 | null | null | null | null | MITRE Technique: T1071.001 | Unconventional IOC: UEFI variable tampering | Auth timeout for fieldsrachel via password from 86.137.135.244 MITRE Technique: T1071.001 | Unconventional IOC: UEFI variable tampering | timeout | null | null | fieldsrachel | null | null | null | null | null | null | null | null | null | null | password | 6f:b6:ad:2c:ef:b3 | null | null | null | null | null |
c0c071cc-12d4-47b1-87e2-31d17f815ecf | 2025-04-19T08:29:14 | cloud | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|high| desc=Cloud permission_escalation in GCP by silvacaitlyn No additional info | {
"geo_location": "Angola",
"device_hash": "cce9fef4536bc49746cee19ad7089b89ca917dac",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.0; Trident/3.0)",
"session_id": "08546459-ab5c-44c3-8ec2-cc92850e23e5",
"risk_score": 55.68,
"confidence": 0.92
} | null | null | null | null | null | No additional info | Cloud permission_escalation in GCP by silvacaitlyn No additional info | permission_escalation | null | null | silvacaitlyn | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-b91d1d51 |
db38a87b-0c05-4b0d-b83e-7d4d4d0a26ec | 2025-03-19T18:30:56 | endpoint | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|info| desc=Endpoint memory_injection /organization/above.js by lisa31 Living-off-the-land technique detected | {
"geo_location": "Haiti",
"device_hash": "30d02e406911498720801e7c34439b91acf0128d",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 16_7_6 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/9.5b9326.0 Mobile/14Y800 Safari/535.1",
"session_id": "7ee4dc71-9e52-4477-8c23-ec2510d0589b",
"risk_score": 19.03,
"confidence": 0.26
} | null | null | null | null | null | Living-off-the-land technique detected | Endpoint memory_injection /organization/above.js by lisa31 Living-off-the-land technique detected | memory_injection | null | null | lisa31 | /organization/above.js | 8,027 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
95acb8f9-2649-444b-beca-a8dc34892701 | 2025-05-09T22:06:25 | ai | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|info| desc=AI system adversarial_input by allenkatherine No additional info | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "d74b202957ff1b24e8358295d55c83a59b75e517",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/531.20.7 (KHTML, like Gecko) Version/4.0 Safari/531.20.7",
"session_id": "6b835942-fea7-4099-a8a0-2c61c2428f2d",
"risk_score": 53.53,
"confidence": 0.25
} | null | null | null | null | null | No additional info | AI system adversarial_input by allenkatherine No additional info | adversarial_input | null | null | allenkatherine | null | null | null | null | null | null | null | null | null | null | null | null | model-33781283 | 66d5b44b496f3483b6eae21b1c6e6838c70b8306 | 508ea66134c0148cc6789af7d386db471c931b76204dfcdf958949ee6f49578b | null | null |
105fc63e-0491-4712-808d-be12887a422d | 2025-02-11T07:02:56 | ids_alert | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|low| desc=Suricata Alert: Domain Fronting detected from 119.175.130.176 targeting 10.234.175.70 Associated Threat Actor: TA505 | {
"geo_location": "Russia",
"device_hash": "a4b48a50b02f7b6ce9946d36e096d97a",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_1 rv:6.0; ru-UA) AppleWebKit/532.40.3 (KHTML, like Gecko) Version/5.1 Safari/532.40.3",
"session_id": "f02492dd-eb2f-4f0a-9f17-b3cbae6b260d",
"risk_score": 46.15,
"confidence": 0.41
} | 119.175.130.176 | 10.234.175.70 | Domain Fronting | SIG-6372 | Recon | Associated Threat Actor: TA505 | Suricata Alert: Domain Fronting detected from 119.175.130.176 targeting 10.234.175.70 Associated Threat Actor: TA505 | null | null | null | null | null | null | null | {
"baseline_deviation": 0.83,
"entropy": 6.49,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
f8119b7e-7a40-45f5-aaff-7e545392699d | 2025-03-21T04:43:06 | firewall | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine UDP traffic from 212.165.11.117:633 to 85.44.243.239:163 No additional info | {
"geo_location": "Dominican Republic",
"device_hash": "39a2c042e7616981677778e4840efe28962a23c699f07f2f688de84bbbca7b4f",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/532.9.4 (KHTML, like Gecko) Version/5.0 Safari/532.9.4",
"session_id": "13751726-404a-40b0-94bf-f87492ee153b",
"risk_score": 100,
"confidence": 0.87
} | 212.165.11.117 | 85.44.243.239 | null | null | null | No additional info | Firewall quarantine UDP traffic from 212.165.11.117:633 to 85.44.243.239:163 No additional info | quarantine | 552,086 | UDP | null | null | null | null | null | null | null | null | 633 | 163 | 2,197 | null | null | null | null | null | null | null |
781695be-fd9c-4e01-adf1-94854e7bbbc1 | 2025-04-10T21:36:22 | auth | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for kristencoffey via key from 39.80.17.127 No additional info | {
"geo_location": "Spain",
"device_hash": "9ecef28eb846647f9783332005ca09b62b17811e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/5.1)",
"session_id": "8313e38a-7ce8-4662-9523-ca28052a6055",
"risk_score": 42.39,
"confidence": 0.5
} | 39.80.17.127 | null | null | null | null | No additional info | Auth challenge for kristencoffey via key from 39.80.17.127 No additional info | challenge | null | null | kristencoffey | null | null | null | null | null | null | null | null | null | null | key | 48:05:78:7f:cf:73 | null | null | null | null | null |
88afb7b4-ec00-4815-b181-99adb985fb1b | 2025-03-21T05:09:29 | firewall | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop HTTP traffic from 73.104.153.69:886 to 105.221.93.62:781 No additional info | {
"geo_location": "Pakistan",
"device_hash": "b09b306212b4e43a5126dd99da56dbe12bce29bb",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_3) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/30.0.886.0 Safari/534.0",
"session_id": "6e04f5cb-e10f-4d41-9a8b-761b4c66310f",
"risk_score": 49.73,
"confidence": 0.76
} | 73.104.153.69 | 105.221.93.62 | null | null | null | No additional info | Firewall drop HTTP traffic from 73.104.153.69:886 to 105.221.93.62:781 No additional info | drop | 555,520 | HTTP | null | null | null | null | null | null | null | null | 886 | 781 | 279 | null | null | null | null | null | null | null |
96d74372-6f24-44b6-af2b-76f29411d7bf | 2025-02-23T09:52:02 | network | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|medium| desc=Network protocol_anomaly from 23.113.76.188 to 59.255.8.91 No additional info | {
"geo_location": "United States Virgin Islands",
"device_hash": "6bf7985f04dcfbd850816d36f81d1d6b49c16b941674cebaa27be66a60e3f621",
"user_agent": "Mozilla/5.0 (Windows NT 11.0) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/35.0.876.0 Safari/535.0",
"session_id": "42bc670d-8fe0-48d8-b5b9-93eb604052ad",
"risk_score": 48.18,
"confidence": 0.09
} | 23.113.76.188 | 59.255.8.91 | null | null | null | No additional info | Network protocol_anomaly from 23.113.76.188 to 59.255.8.91 No additional info | protocol_anomaly | 283,363 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
746f4637-ec7e-46ab-8152-503abd80e1dc | 2025-02-22T10:40:08 | network | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 22.104.106.155 to 45.107.177.137 No additional info | {
"geo_location": "Svalbard & Jan Mayen Islands",
"device_hash": "821a1817f50280433387f830b0d20f258f4bb776bf9ec6f1ee27d879b42a8b40",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 4_2_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) FxiOS/12.5x1079.0 Mobile/48V483 Safari/531.0",
"session_id": "6bce42b1-cc5b-4c6f-ad76-90f6fdb65606",
"risk_score": 54.31,
"confidence": 0.5
} | 22.104.106.155 | 45.107.177.137 | null | null | null | No additional info | Network data_exfiltration from 22.104.106.155 to 45.107.177.137 No additional info | data_exfiltration | 983,005 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e34ae0c3-8db0-455c-b423-e66d6a5a3c5e | 2025-04-25T21:52:11 | auth | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|info| desc=Auth success for justin75 via OAuth from 163.112.228.12 No additional info | {
"geo_location": "Albania",
"device_hash": "7f1d5af7085b4a80ab004be5e6f168e6c093ed049b2cb612ea877e3bca7275bc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.1; Trident/3.1)",
"session_id": "db902ce2-10f0-48fa-9c31-374152b4a9bf",
"risk_score": 71.32,
"confidence": 0.04
} | 163.112.228.12 | null | null | null | null | No additional info | Auth success for justin75 via OAuth from 163.112.228.12 No additional info | success | null | null | justin75 | null | null | null | null | null | null | null | null | null | null | OAuth | 58:d7:b9:2d:75:09 | null | null | null | null | null |
4612c95a-13ad-4139-a952-a2caf80cc74f | 2025-07-09T10:01:33 | ai | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|low| desc=AI system membership_inference by kennethcarpenter No additional info | {
"geo_location": "Trinidad and Tobago",
"device_hash": "c1202705dc439b0d4314c79ccda19990dc279ee25a1e8eebfd6202250883e856",
"user_agent": "Opera/9.72.(X11; Linux i686; cs-CZ) Presto/2.9.165 Version/11.00",
"session_id": "42f62092-503b-4c2f-8909-26f60fa4dc1e",
"risk_score": 73.2,
"confidence": 0.08
} | null | null | null | null | null | No additional info | AI system membership_inference by kennethcarpenter No additional info | membership_inference | null | null | kennethcarpenter | null | null | null | {
"baseline_deviation": 2.06,
"entropy": 5.53,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | model-8af0e4c8 | 766092b76b1f4142de19d38ec0cf84c5 | fb6e492ffdd39130a70e7e67f50dc8c1 | null | null |
4d51b4bf-bb91-4be3-9183-dadf89746449 | 2025-05-13T03:23:46 | firewall | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|info| desc=Firewall allow UDP traffic from 2.66.69.104:128 to 182.35.233.227:333 No additional info | {
"geo_location": "Saint Lucia",
"device_hash": "a4c7a52e7fcaf12550072b0f6aa5bd75",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/7798-07-15 11:55:15 Firefox/3.6.16",
"session_id": "9f88f7fc-6437-4d12-94b7-179b9650034a",
"risk_score": 68.1,
"confidence": 0.1
} | 2.66.69.104 | 182.35.233.227 | null | null | null | No additional info | Firewall allow UDP traffic from 2.66.69.104:128 to 182.35.233.227:333 No additional info | allow | 922,886 | UDP | null | null | null | null | null | null | null | null | 128 | 333 | 2,605 | null | null | null | null | null | null | null |
55c16cce-f5bf-412c-bba3-599feec62a3c | 2025-02-28T17:03:21 | network | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|critical| desc=Network latency_spike from 146.234.242.76 to 46.86.2.46 MITRE Technique: T1078.004 | {
"geo_location": "Spain",
"device_hash": "dcab60070c7bf478e3e926a616531a3a",
"user_agent": "Opera/9.10.(Windows NT 10.0; cv-RU) Presto/2.9.186 Version/10.00",
"session_id": "08e9fa07-bc88-45cc-95bd-d1f6bebbfcfb",
"risk_score": 59.38,
"confidence": 0.52
} | 146.234.242.76 | 46.86.2.46 | null | null | null | MITRE Technique: T1078.004 | Network latency_spike from 146.234.242.76 to 46.86.2.46 MITRE Technique: T1078.004 | latency_spike | 839,182 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0fa5d129-45f4-45d9-a079-5166b041d150 | 2025-02-28T06:33:02 | ai | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|high| desc=AI system fine_tuning by qcameron No additional info | {
"geo_location": "China",
"device_hash": "45f9795ee03b190729b1a5ea4ec7b1e4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Trident/5.0)",
"session_id": "0d1721b3-e472-4b0e-8ff5-e9d7785e9109",
"risk_score": 33.27,
"confidence": 0.6
} | null | null | null | null | null | No additional info | AI system fine_tuning by qcameron No additional info | fine_tuning | null | null | qcameron | null | null | null | null | null | null | null | null | null | null | null | null | model-5c7af7ab | 7e6ae54603160e1db4f3ef765465cc9152c4a48b | 86a99e2b40fefa87069c718e89161aa805961357 | null | null |
1534d753-311f-4590-9636-051a77f07e86 | 2025-05-03T16:25:44 | ai | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by ucoleman MITRE Technique: T1059.001 | {
"geo_location": "Suriname",
"device_hash": "27321ba29153e82aca4af5d08225d724",
"user_agent": "Opera/9.26.(X11; Linux x86_64; rw-RW) Presto/2.9.179 Version/11.00",
"session_id": "65e05398-9756-477d-8783-9ad73566751d",
"risk_score": 39.13,
"confidence": 0.32
} | null | null | null | null | null | MITRE Technique: T1059.001 | AI system adversarial_input by ucoleman MITRE Technique: T1059.001 | adversarial_input | null | null | ucoleman | null | null | null | null | null | null | null | null | null | null | null | null | model-61197194 | 2ddb89bf13611bfd797b7dc093f1930317cae128 | 2f0b7944255cfb10a25c6b57c75286a8 | null | null |
b147c10b-f00e-48eb-8432-c7a4e1f04243 | 2025-06-16T04:18:07 | iot | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|info| desc=IoT device Thermostat command_injection No additional info | {
"geo_location": "Western Sahara",
"device_hash": "85e3188bed698cd6c8c0c48859ecb666",
"user_agent": "Mozilla/5.0 (Android 6.0; Mobile; rv:50.0) Gecko/50.0 Firefox/50.0",
"session_id": "07d48cdd-bd2e-43e8-a1cb-49b9053f117c",
"risk_score": 79.93,
"confidence": 0.76
} | null | null | null | null | null | No additional info | IoT device Thermostat command_injection No additional info | command_injection | null | null | null | null | null | null | null | Thermostat | iot-9d35fc53 | 10.7 | null | null | null | null | null | null | null | null | null | null |
ebcaa32e-987c-48df-a920-eafff7879881 | 2025-03-13T11:19:45 | cloud | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|high| desc=Cloud lambda_execution in AWS by herreraroger MITRE Technique: T1059.005 | {
"geo_location": "Czech Republic",
"device_hash": "428e5ea8a420b4a825f3bda8328ad146",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/27.0.839.0 Safari/534.1",
"session_id": "67cb3fa2-6c51-41e3-9f07-7fec63e5ae7e",
"risk_score": 59.98,
"confidence": 0.12
} | null | null | null | null | null | MITRE Technique: T1059.005 | Cloud lambda_execution in AWS by herreraroger MITRE Technique: T1059.005 | lambda_execution | null | null | herreraroger | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-6d637cd2 |
4a4d7c4e-8e91-40d5-9173-db581bd66d07 | 2025-02-28T15:31:38 | auth | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|medium| desc=Auth timeout for smithkari via MFA from 57.144.7.33 No additional info | {
"geo_location": "Germany",
"device_hash": "ef4997d2f7eb055733bc608c47bac70324351d41e5586ab1e12cbb1086b0f7c7",
"user_agent": "Opera/9.14.(Windows NT 6.0; quz-PE) Presto/2.9.186 Version/11.00",
"session_id": "8ae37965-a8c5-4ac4-8038-5ebfdf391e70",
"risk_score": 70.33,
"confidence": 0.37
} | 57.144.7.33 | null | null | null | null | No additional info | Auth timeout for smithkari via MFA from 57.144.7.33 No additional info | timeout | null | null | smithkari | null | null | null | null | null | null | null | null | null | null | MFA | b4:63:b9:09:38:6c | null | null | null | null | null |
fcfc3deb-81c4-4a3f-8061-e4c45b9c788b | 2025-05-07T04:53:36 | iot | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor command_injection MITRE Technique: T1218.011 | {
"geo_location": "Georgia",
"device_hash": "188e08df8eb6f6d2880254b6b7b8a987971705aa",
"user_agent": "Opera/9.65.(Windows NT 6.2; mk-MK) Presto/2.9.176 Version/12.00",
"session_id": "07c3c3c8-94a6-4c62-9b13-7a4e9f6c35ab",
"risk_score": 61.55,
"confidence": 0.47
} | null | null | null | null | null | MITRE Technique: T1218.011 | IoT device Sensor command_injection MITRE Technique: T1218.011 | command_injection | null | null | null | null | null | null | null | Sensor | iot-b4f0b6e5 | 8.6 | null | null | null | null | null | null | null | null | null | null |
1d9ddef8-0153-4881-bfa3-928e8704c84e | 2025-05-03T20:44:22 | ai | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by nrios MITRE Technique: T1059.001 | Associated Threat Actor: APT38 | {
"geo_location": "Fiji",
"device_hash": "3964207fe2e302f2b12f90501eee4c0303642b7a",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_6; rv:1.9.6.20) Gecko/8923-06-24 20:34:17 Firefox/12.0",
"session_id": "1da079f2-acd0-438b-932d-7ab075a36d63",
"risk_score": 31.62,
"confidence": 0.54
} | null | null | null | null | null | MITRE Technique: T1059.001 | Associated Threat Actor: APT38 | AI system adversarial_input by nrios MITRE Technique: T1059.001 | Associated Threat Actor: APT38 | adversarial_input | null | null | nrios | null | null | null | null | null | null | null | null | null | null | null | null | model-373e3942 | 80d7db8158dc7cef144417137267a90735eaea50 | 9a001c827b297c9ccd8a9a2cfae73040195064c7 | null | null |
393b73d3-731c-4322-9adc-d5acbd5e89ad | 2025-06-29T13:35:06 | auth | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|low| desc=Auth success for cunninghamamber via key from 216.104.98.157 No additional info | {
"geo_location": "Saint Lucia",
"device_hash": "4e6b8b876b938969396c3c4569ae22d4",
"user_agent": "Opera/9.89.(Windows NT 4.0; shs-CA) Presto/2.9.190 Version/11.00",
"session_id": "e8b5a419-3b20-4000-9fbe-adee43bdb0d2",
"risk_score": 49.41,
"confidence": 0.88
} | 216.104.98.157 | null | null | null | null | No additional info | Auth success for cunninghamamber via key from 216.104.98.157 No additional info | success | null | null | cunninghamamber | null | null | null | null | null | null | null | null | null | null | key | be:42:48:da:1d:e9 | null | null | null | null | null |
1d4e55c3-f296-4376-afbb-606ce187c318 | 2025-02-03T04:39:15 | ids_alert | Zeek v5.0.0 | emergency | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Zeek Alert: Port Scan detected from 85.21.100.137 targeting 158.55.77.180 MITRE Technique: T1566.001 | {
"geo_location": "Brazil",
"device_hash": "bbf47a2a64a38d28f6dbf941293dae37",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; ln-CD) AppleWebKit/532.18.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6532.18.7",
"session_id": "12c9f3e2-33a5-48bc-ab9d-acab08cc60ea",
"risk_score": 56.96,
"confidence": 0.82
} | 85.21.100.137 | 158.55.77.180 | Port Scan | SIG-4314 | Exploit | MITRE Technique: T1566.001 | Zeek Alert: Port Scan detected from 85.21.100.137 targeting 158.55.77.180 MITRE Technique: T1566.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a89add42-1561-4551-a109-523d506ec1ca | 2025-05-13T13:22:54 | iot | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device Camera protocol_violation No additional info | {
"geo_location": "Costa Rica",
"device_hash": "7cf1991edcb126839da7900d4bbc7b2cc216587ff64d3c79b1e377a9896b18ac",
"user_agent": "Opera/8.94.(X11; Linux x86_64; dz-BT) Presto/2.9.166 Version/11.00",
"session_id": "9f9b5143-68a2-43d6-8cb3-cffbb6050244",
"risk_score": 43.82,
"confidence": 0.31
} | null | null | null | null | null | No additional info | IoT device Camera protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | null | Camera | iot-389fc852 | 10.7 | null | null | null | null | null | null | null | null | null | null |
a7a26e5e-0e5c-411b-a123-eacbafce27f8 | 2025-03-13T00:18:39 | endpoint | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint registry_change country by klopez Living-off-the-land technique detected | {
"geo_location": "Wallis and Futuna",
"device_hash": "d43171051df54370a327b26ce9b87130f25838484e1be419281a22f57c39e306",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_3 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) FxiOS/14.5u2143.0 Mobile/48K220 Safari/536.1",
"session_id": "e2ff1113-5c78-4d3b-ada5-c5f8df12e86a",
"risk_score": 29.97,
"confidence": 0.91
} | null | null | null | null | null | Living-off-the-land technique detected | Endpoint registry_change country by klopez Living-off-the-land technique detected | registry_change | null | null | klopez | country | 8,547 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6378e690-07b1-40e3-8174-dc5ce0029b89 | 2025-04-23T11:47:19 | iot | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat firmware_update No additional info | {
"geo_location": "Mayotte",
"device_hash": "026c4779e62f012866b81e9e04f42dfe3bce9fb07ba13a10ca021964f20ceee4",
"user_agent": "Mozilla/5.0 (Windows NT 5.01) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/14.0.802.0 Safari/536.2",
"session_id": "e3887aec-c58f-485b-a51c-f9c36ca83e26",
"risk_score": 56.98,
"confidence": 0.69
} | null | null | null | null | null | No additional info | IoT device Thermostat firmware_update No additional info | firmware_update | null | null | null | null | null | null | null | Thermostat | iot-a0018fb3 | 4.2 | null | null | null | null | null | null | null | null | null | null |
81545a1c-3838-4d11-a53c-b5b0b7db633a | 2025-03-30T05:13:14 | endpoint | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint file_access /choose/hotel.jpeg by anthonyanderson No additional info noise=blog/category/list | {
"geo_location": "Belize",
"device_hash": "2865138983c7483c5ac1de24039011edcf47c00bad71e1686695df6585d54d77",
"user_agent": "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/57.0.879.0 Safari/536.0",
"session_id": "1d2f59ce-168c-4111-b66b-8078b5af5d9c",
"risk_score": 48.03,
"confidence": 0.66
} | null | null | null | null | null | No additional info | Endpoint file_access /choose/hotel.jpeg by anthonyanderson No additional info | file_access | null | null | anthonyanderson | /choose/hotel.jpeg | 4,251 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
04b60640-4022-4fbc-9503-6930d39523a9 | 2025-03-09T10:08:00 | network | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|low| desc=Network connection from 199.106.252.154 to 157.160.142.231 No additional info | {
"geo_location": "Lesotho",
"device_hash": "f374d1a3afe48a310a4bb6edc61a1f65b2478514",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90; nl-NL; rv:1.9.1.20) Gecko/7467-06-30 00:26:27 Firefox/3.6.17",
"session_id": "0ba4bb58-c97d-4832-a6ad-d49a4ae65f6b",
"risk_score": 71.72,
"confidence": 0.7
} | 199.106.252.154 | 157.160.142.231 | null | null | null | No additional info | Network connection from 199.106.252.154 to 157.160.142.231 No additional info | connection | 110,754 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a3bd0c69-f552-4a11-8845-6eee1bc9a771 | 2025-05-01T13:22:45 | endpoint | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection cause by sarah66 Associated Threat Actor: FIN7 | {
"geo_location": "Cambodia",
"device_hash": "9f424e5865db313f189c5b36d8f59aae",
"user_agent": "Opera/8.87.(Windows 98; cy-GB) Presto/2.9.176 Version/10.00",
"session_id": "da430c82-d314-4f13-9da4-d82028399585",
"risk_score": 90.31,
"confidence": 0.25
} | null | null | null | null | null | Associated Threat Actor: FIN7 | Endpoint memory_injection cause by sarah66 Associated Threat Actor: FIN7 | memory_injection | null | null | sarah66 | cause | 7,996 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
080de55e-3f8e-4615-8e8f-bf194ff3384f | 2025-01-28T03:56:10 | network | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|low| desc=Network connection from 80.252.111.246 to 181.38.217.205 No additional info | {
"geo_location": "Lesotho",
"device_hash": "aa3b00f5f7ec44530258bd031be16744dda432b1958d7e06fb7efdc8dcb8b829",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_2; rv:1.9.2.20) Gecko/9836-08-23 23:32:31 Firefox/9.0",
"session_id": "76b01a09-6cd6-4e8d-ba53-0fcf938711ec",
"risk_score": 25.54,
"confidence": 0.81
} | 80.252.111.246 | 181.38.217.205 | null | null | null | No additional info | Network connection from 80.252.111.246 to 181.38.217.205 No additional info | connection | 463,719 | TCP | null | null | null | null | {
"baseline_deviation": 0.89,
"entropy": 3.71,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
1dc9069f-2096-48a8-898f-8d1e0aaac4ca | 2025-06-20T16:45:31 | ids_alert | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|high| desc=Snort Alert: Cloud API Abuse detected from 11.67.40.84 targeting 193.137.46.15 No additional info | {
"geo_location": "Palestinian Territory",
"device_hash": "68e3614fc042a179d89359b52133f818",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/535.48.6 (KHTML, like Gecko) Version/4.0.5 Safari/535.48.6",
"session_id": "c9c88d79-8845-48fb-990e-ccfc9067bafa",
"risk_score": 55.14,
"confidence": 0.63
} | 11.67.40.84 | 193.137.46.15 | Cloud API Abuse | SIG-2716 | Policy | No additional info | Snort Alert: Cloud API Abuse detected from 11.67.40.84 targeting 193.137.46.15 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8a759fdd-6d5b-45cd-bee0-e95a25f49a8c | 2025-04-05T23:29:30 | auth | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|low| desc=Auth challenge for roberttucker via key from 215.194.122.63 MITRE Technique: T1204.002 | {
"geo_location": "Saint Martin",
"device_hash": "33cbca40efec9685a736879c1068938d92b52219e2c8e072ed4d71ef26977568",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.0; Trident/5.1)",
"session_id": "111d4011-9116-4faa-b596-ae824f13ad10",
"risk_score": 87.52,
"confidence": 0.95
} | 215.194.122.63 | null | null | null | null | MITRE Technique: T1204.002 | Auth challenge for roberttucker via key from 215.194.122.63 MITRE Technique: T1204.002 | challenge | null | null | roberttucker | null | null | null | null | null | null | null | null | null | null | key | 73:f9:a3:be:5a:b8 | null | null | null | null | null |
23c708bf-6035-4850-8ba0-f229b8708b41 | 2022-08-26T23:52:58 | endpoint | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint file_access it by badams No additional info | {
"geo_location": "Iraq",
"device_hash": "3cff3699872bcd92679dcd3a9cb2d8b9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 11.0; Trident/4.1)",
"session_id": "49f9a096-cea7-47d3-8cb8-ea3ed6776dbb",
"risk_score": 55.02,
"confidence": 0.66
} | null | null | null | null | null | No additional info | Endpoint file_access it by badams No additional info | file_access | null | null | badams | it | 1,485 | powershell.exe | {
"baseline_deviation": 0.62,
"entropy": 5.74,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
6424ffdc-5a4b-44e8-ae27-7c7ca75f77bc | 2025-06-22T23:14:24 | network | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 10.183.141.93 to 131.51.102.46 No additional info | {
"geo_location": "Romania",
"device_hash": "15e65fb9c228d9134451699c4011c507",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; lij-IT; rv:1.9.1.20) Gecko/9247-05-04 09:45:16 Firefox/3.6.15",
"session_id": "abb80b10-4983-4a67-8e88-94dd59c50eab",
"risk_score": 54.63,
"confidence": 0.24
} | 10.183.141.93 | 131.51.102.46 | null | null | null | No additional info | Network protocol_anomaly from 10.183.141.93 to 131.51.102.46 No additional info | protocol_anomaly | 518,627 | ICMP | null | null | null | null | {
"baseline_deviation": 0.86,
"entropy": 6.96,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
b243658d-f142-4f22-a7ba-a8af4d8ec686 | 2025-04-08T20:53:20 | ai | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system training_data_poisoning by kreyes MITRE Technique: T1190 | {
"geo_location": "Grenada",
"device_hash": "780d066e503dde84f7f6286f033abdf8c65fe02e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 4.0; Trident/5.1)",
"session_id": "e906714e-26a5-448f-9eb6-7eeaf7e0e81c",
"risk_score": 19.45,
"confidence": 0.45
} | null | null | null | null | null | MITRE Technique: T1190 | AI system training_data_poisoning by kreyes MITRE Technique: T1190 | training_data_poisoning | null | null | kreyes | null | null | null | null | null | null | null | null | null | null | null | null | model-b6365c8a | c24b154631c5c5fa65fac6ea5e39b3ef | 039ade968a573620819c510334738e85 | null | null |
3c01b7cd-e930-4e6f-a167-a3da88280bcc | 2025-01-29T06:37:11 | auth | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|info| desc=Auth timeout for huangthomas via key from 11.125.238.32 MITRE Technique: T1134.001 | {
"geo_location": "Mongolia",
"device_hash": "677fb5264e33c8e9273506fb8f39e637",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_7 rv:2.0; mt-MT) AppleWebKit/534.39.5 (KHTML, like Gecko) Version/5.0.1 Safari/534.39.5",
"session_id": "512ba957-c207-4802-876c-0539f10277c8",
"risk_score": 58.38,
"confidence": 0.55
} | 11.125.238.32 | null | null | null | null | MITRE Technique: T1134.001 | Auth timeout for huangthomas via key from 11.125.238.32 MITRE Technique: T1134.001 | timeout | null | null | huangthomas | null | null | null | null | null | null | null | null | null | null | key | 95:ba:bd:d5:77:77 | null | null | null | null | null |
4832bd5e-0e53-4d0e-a6e4-f73ed5e8e05d | 2025-03-04T23:10:17 | ai | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|high| desc=AI system membership_inference by ryan00 MITRE Technique: T1059.005 | {
"geo_location": "Romania",
"device_hash": "b04d601b75f5cd4c76d958bff0345a68c729c882f55d2574413bc7f2ad75a244",
"user_agent": "Opera/8.16.(X11; Linux x86_64; st-ZA) Presto/2.9.172 Version/12.00",
"session_id": "fbc511fc-f878-45d8-9d4a-c0fe6a4aeaf0",
"risk_score": 22.07,
"confidence": 0.38
} | null | null | null | null | null | MITRE Technique: T1059.005 | AI system membership_inference by ryan00 MITRE Technique: T1059.005 | membership_inference | null | null | ryan00 | null | null | null | null | null | null | null | null | null | null | null | null | model-44e70fbd | 3ec769f192b28c60c033f512ae1f6834 | 728ff939f98349496691873a5a399668818e7ed2 | null | null |
0b7e7da8-14be-421e-9555-3859ad1110dd | 2025-03-14T07:19:51 | ids_alert | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|high| desc=Darktrace Alert: Living-off-the-Land detected from 165.181.43.104 targeting 10.102.163.30 MITRE Technique: T1543.003 | {
"geo_location": "Western Sahara",
"device_hash": "a9280fd0a84b501a99bb704f390981ac",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/5.0)",
"session_id": "87b803fa-fe7b-482c-b2a9-44beda1c3ac9",
"risk_score": 68.59,
"confidence": 0.89
} | 165.181.43.104 | 10.102.163.30 | Living-off-the-Land | SIG-4779 | Exploit | MITRE Technique: T1543.003 | Darktrace Alert: Living-off-the-Land detected from 165.181.43.104 targeting 10.102.163.30 MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
099ff0e5-8d13-43e9-b733-fbe2c8c9e04a | 2027-06-24T06:56:08 | ids_alert | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|medium| desc=Suricata Alert: Port Scan detected from 69.196.167.7 targeting N/A No additional info | {
"geo_location": "South Africa",
"device_hash": "eae68f162efda4c1d6ef43f38fa125f7693033a2",
"user_agent": "Opera/9.27.(Windows NT 5.1; az-AZ) Presto/2.9.174 Version/11.00",
"session_id": "b1046987-edf5-4809-bcc1-e0b80b07dd71",
"risk_score": 74.36,
"confidence": 0.72
} | 69.196.167.7 | N/A | Port Scan | SIG-1173 | Exploit | No additional info | Suricata Alert: Port Scan detected from 69.196.167.7 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 |
5e87726b-d5fb-47c2-ba61-24ae451b8b05 | 2025-03-15T21:47:59 | ids_alert | Suricata v6.0.10 | emergency | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|emergency| desc=Suricata Alert: Cloud API Abuse detected from 88.147.152.43 targeting 217.140.198.36 No additional info | {
"geo_location": "Martinique",
"device_hash": "ea6165ef60a1a080e228711726106974",
"user_agent": "Opera/9.92.(Windows NT 11.0; th-TH) Presto/2.9.161 Version/11.00",
"session_id": "c28b6772-0496-40c8-bb65-2c1b25629059",
"risk_score": 42.5,
"confidence": 0.21
} | 88.147.152.43 | 217.140.198.36 | Cloud API Abuse | SIG-7718 | Exploit | No additional info | Suricata Alert: Cloud API Abuse detected from 88.147.152.43 targeting 217.140.198.36 No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 2.56,
"entropy": 6.59,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
0d65241a-6878-428f-a4a3-3ee12912dd4d | 2025-05-25T05:15:32 | iot | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC protocol_violation MITRE Technique: T1566.001 | {
"geo_location": "Mayotte",
"device_hash": "0323a0b47d018c19e71e012124c3ce10",
"user_agent": "Opera/9.34.(X11; Linux i686; ru-UA) Presto/2.9.171 Version/12.00",
"session_id": "eb33d69d-4a2c-4dfa-824b-ef8133b29705",
"risk_score": 15.69,
"confidence": 0.3
} | null | null | null | null | null | MITRE Technique: T1566.001 | IoT device HVAC protocol_violation MITRE Technique: T1566.001 | protocol_violation | null | null | null | null | null | null | {
"baseline_deviation": 1.19,
"entropy": 7.6,
"frequency_anomaly": false,
"sequence_anomaly": false
} | HVAC | iot-c01a144c | 3.3 | null | null | null | null | null | null | null | null | null | null |
fbd94444-c3b6-4d2e-864b-142f22d65db2 | 2025-04-29T21:29:31 | cloud | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in GCP by bradleyalan MITRE Technique: T1486 | Associated Threat Actor: Scattered Spider | {
"geo_location": "Montserrat",
"device_hash": "58fe80fbe89f8dab8ac60d628a24f4a785bf6acc",
"user_agent": "Opera/8.25.(Windows NT 5.0; kok-IN) Presto/2.9.182 Version/11.00",
"session_id": "3e9b8e8d-14d2-4519-98ce-0ef548f04f91",
"risk_score": 62.9,
"confidence": 0.98
} | null | null | null | null | null | MITRE Technique: T1486 | Associated Threat Actor: Scattered Spider | Cloud config_change in GCP by bradleyalan MITRE Technique: T1486 | Associated Threat Actor: Scattered Spider | config_change | null | null | bradleyalan | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-bbac84dd |
44714bf9-a34e-41dc-bbd7-d768c9bb16f8 | 2025-01-14T11:45:36 | iot | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor protocol_violation MITRE Technique: T1110.003 | {
"geo_location": "Nepal",
"device_hash": "a9c60317e49bccb283f96f4687760dc8",
"user_agent": "Opera/8.49.(Windows NT 5.1; zu-ZA) Presto/2.9.163 Version/10.00",
"session_id": "e09ea99b-79a4-44c1-b10d-165af8b6670a",
"risk_score": 33.61,
"confidence": 0.67
} | null | null | null | null | null | MITRE Technique: T1110.003 | IoT device Sensor protocol_violation MITRE Technique: T1110.003 | protocol_violation | null | null | null | null | null | null | null | Sensor | iot-62042068 | 4.6 | null | null | null | null | null | null | null | null | null | null |
8d9329b4-7e14-4c4d-b620-b69ff3606b5d | 2025-02-21T04:40:01 | endpoint | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint registry_change /budget/type.odp by hernandezmegan No additional info noise=618D277A | {
"geo_location": "Guatemala",
"device_hash": "58018cda1d3ea5578ce00042b6f525d970383b39",
"user_agent": "Mozilla/5.0 (Android 8.0.0; Mobile; rv:20.0) Gecko/20.0 Firefox/20.0",
"session_id": "b16d66ea-5440-4239-a45a-758eb00adae4",
"risk_score": 0,
"confidence": 0.99
} | null | null | null | null | null | No additional info | Endpoint registry_change /budget/type.odp by hernandezmegan No additional info | registry_change | null | null | hernandezmegan | /budget/type.odp | 6,648 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
359c148c-5c64-4d05-ac74-b37c907707e6 | 2025-01-15T04:41:32 | auth | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|low| desc=Auth bypass for clayton59 via OAuth from 10.50.104.186 No additional info | {
"geo_location": "Mayotte",
"device_hash": "44d34476d7bbe1bac0c33a0d649d4e3c9f4f6a7f471cba609c52ff14a1dc5cd3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 4.0; Trident/3.1)",
"session_id": "b4ec7894-1e7b-4218-aa92-3968affeaeb6",
"risk_score": 26.65,
"confidence": 0.19
} | 10.50.104.186 | null | null | null | null | No additional info | Auth bypass for clayton59 via OAuth from 10.50.104.186 No additional info | bypass | null | null | clayton59 | null | null | null | null | null | null | null | null | null | null | OAuth | 5a:a6:06:8a:a0:00 | null | null | null | null | null |
5713a0e6-8467-4b56-b503-0765e3e9f93a | 2025-03-28T02:12:48 | network | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|high| desc=Network protocol_anomaly from 141.102.165.40 to 150.109.37.88 MITRE Technique: T1059.005 | {
"geo_location": "Paraguay",
"device_hash": "4ee7ddfb4aa00562ab4052f6f41fbb546a09acfe",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; tk-TM) AppleWebKit/533.36.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6533.36.3",
"session_id": "b7695070-6e4e-4431-b459-49c054de21c0",
"risk_score": 36.21,
"confidence": 0.8
} | 141.102.165.40 | 150.109.37.88 | null | null | null | MITRE Technique: T1059.005 | Network protocol_anomaly from 141.102.165.40 to 150.109.37.88 MITRE Technique: T1059.005 | protocol_anomaly | 937,859 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4346f776-33d8-4923-8581-5aad9e426197 | 2025-03-15T06:53:58 | ai | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by kingdavid No additional info | {
"geo_location": "Madagascar",
"device_hash": "80e6683dd00313ce948b825c88b7dfc0",
"user_agent": "Opera/8.45.(Windows NT 5.1; nan-TW) Presto/2.9.177 Version/12.00",
"session_id": "84cb8cf2-c88c-41ac-8c6f-e09c3150a2ea",
"risk_score": 72.75,
"confidence": 0.37
} | null | null | null | null | null | No additional info | AI system adversarial_input by kingdavid No additional info | adversarial_input | null | null | kingdavid | null | null | null | null | null | null | null | null | null | null | null | null | model-ae51dac2 | 45f65958c90471bdc538d00ab82ecf11d494c6a9b9e2ea429346da7c13941a77 | 3a8ed7dde8fd5455cfcd966a966f35d10728a44995528e930f56a16d716a1ec7 | null | null |
88ab8621-7d39-4264-8c48-05bb58c482a5 | 2025-04-23T17:54:26 | cloud | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud lambda_execution in AWS by daniel91 No additional info | {
"geo_location": "Cook Islands",
"device_hash": "cce3d840f788d4a637c946419568d0b4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/3.1)",
"session_id": "355b7428-4647-427e-8d64-9711ee9ef230",
"risk_score": 50.27,
"confidence": 0.19
} | null | null | null | null | null | No additional info | Cloud lambda_execution in AWS by daniel91 No additional info | lambda_execution | null | null | daniel91 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-5b7e213a |
7d6ab2c8-b6e2-485c-98bd-6ba75e6d7443 | 2025-05-11T06:48:00 | ids_alert | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|critical| desc=OSSEC Alert: DNS Tunneling detected from 128.182.70.44 targeting 75.130.119.6 No additional info | {
"geo_location": "Bahamas",
"device_hash": "5d8946b0a4b942b31e0e291b43dce47d",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_1 rv:5.0; ar-KW) AppleWebKit/533.34.2 (KHTML, like Gecko) Version/5.0 Safari/533.34.2",
"session_id": "c580d678-7f44-4ca5-822e-8f5c9e4292d1",
"risk_score": 47.64,
"confidence": 0.45
} | 128.182.70.44 | 75.130.119.6 | DNS Tunneling | SIG-7387 | Malware | No additional info | OSSEC Alert: DNS Tunneling detected from 128.182.70.44 targeting 75.130.119.6 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1f44cd53-dd22-4d82-b66c-f23509a0c3c5 | 2020-10-21T09:45:19 | cloud | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in AWS by markbryant No additional info | {
"geo_location": "North Macedonia",
"device_hash": "b05d9d115a0c50c3420626ed42c644b9009ed45305ffb16b89ae3e9f24ef234b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 95; Trident/4.0)",
"session_id": "4def5ee3-7e9d-43c1-92fa-436a67c64f41",
"risk_score": 60.84,
"confidence": 1
} | null | null | null | null | null | No additional info | Cloud lambda_execution in AWS by markbryant No additional info | lambda_execution | null | null | markbryant | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-838935cb |
084da531-8465-4535-9640-f56c693ef9a4 | 2025-05-21T12:15:11 | cloud | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|critical| desc=Cloud lambda_execution in Azure by nrodriguez MITRE Technique: T1204.002 | {
"geo_location": "United States of America",
"device_hash": "a1f7bebac4d2a73a550b5c0b10b489ce2bcb39691ec6d6358f7a8451fee15f9c",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/46.0.852.0 Safari/531.0",
"session_id": "1c4847a3-923c-4e41-a6d3-05328c62e386",
"risk_score": 49.38,
"confidence": 0.08
} | null | null | null | null | null | MITRE Technique: T1204.002 | Cloud lambda_execution in Azure by nrodriguez MITRE Technique: T1204.002 | lambda_execution | null | null | nrodriguez | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-04f2b70f |
9e2acd24-a6a5-46bb-8918-6d9d49d37779 | 2025-02-21T15:14:27 | network | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|medium| desc=Network connection from 195.111.144.163 to 138.206.202.157 No additional info | {
"geo_location": "Lebanon",
"device_hash": "20f89b7d538aac2433d155b92ec329c1",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/531.16.1 (KHTML, like Gecko) Version/4.1 Safari/531.16.1",
"session_id": "7ab56e2f-0041-4d06-a757-ab2ea69d7180",
"risk_score": 73.7,
"confidence": 0.71
} | 195.111.144.163 | 138.206.202.157 | null | null | null | No additional info | Network connection from 195.111.144.163 to 138.206.202.157 No additional info | connection | 599,021 | HTTP | null | null | null | null | {
"baseline_deviation": 2.36,
"entropy": 4.78,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
27899776-1e8b-49d0-be59-108ae55d1ebf | 2025-02-28T19:38:35 | ai | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|info| desc=AI system fine_tuning by ealvarez No additional info | {
"geo_location": "Christmas Island",
"device_hash": "3d5b3b6aea3d082fb7a60fefbfebf8fcf684de92",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_3_1 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) FxiOS/9.6w1709.0 Mobile/56R017 Safari/534.0",
"session_id": "77584d59-89fc-4d97-9d9b-b2fa8cf422c7",
"risk_score": 49.49,
"confidence": 0.47
} | null | null | null | null | null | No additional info | AI system fine_tuning by ealvarez No additional info | fine_tuning | null | null | ealvarez | null | null | null | null | null | null | null | null | null | null | null | null | model-7a9360cd | e07f60d132a3b4aa2c303cb5455d16b89f03057e | 9d6358756cf36a8951c0b1ce412a2865 | null | null |
e99ac695-a02b-439b-9eae-5cc60f40042b | 2025-06-05T01:04:08 | auth | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|low| desc=Auth timeout for cmurphy via OAuth from 190.15.83.163 No additional info | {
"geo_location": "Belize",
"device_hash": "8dafaf89b3c1b18805cb3a2b8c0168c8d24ce3e544cb38631d70bf207e4bdcaa",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/5.0)",
"session_id": "f11eda97-dcca-4242-9c07-29f644b77a79",
"risk_score": 48.63,
"confidence": 0.54
} | 190.15.83.163 | null | null | null | null | No additional info | Auth timeout for cmurphy via OAuth from 190.15.83.163 No additional info | timeout | null | null | cmurphy | null | null | null | null | null | null | null | null | null | null | OAuth | 48:d3:7d:79:5c:c0 | null | null | null | null | null |
b4fe47a4-ffe7-4736-b6e6-b4834692cc84 | 2025-04-02T18:54:25 | network | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|medium| desc=Network beaconing from 20.14.106.20 to 170.171.165.130 MITRE Technique: T1110.003 | {
"geo_location": "Nigeria",
"device_hash": "3b35c390bbae61230557afb8ff6b146dbf35934f",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/532.32.1 (KHTML, like Gecko) Version/5.0.4 Safari/532.32.1",
"session_id": "b4fada7c-4726-4a6b-8f15-2cf12b1bb494",
"risk_score": 56.83,
"confidence": 0.47
} | 20.14.106.20 | 170.171.165.130 | null | null | null | MITRE Technique: T1110.003 | Network beaconing from 20.14.106.20 to 170.171.165.130 MITRE Technique: T1110.003 | beaconing | 253,491 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f76d2209-7c3d-4412-a13d-226926372298 | 2025-05-18T15:03:03 | iot | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat command_injection MITRE Technique: T1190 | {
"geo_location": "Lithuania",
"device_hash": "27d1c0f8bbe5099af0cf3afc9f831392f8b247804d2a57854bfa66fbc49296bf",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/4.0)",
"session_id": "dfa433c5-8bf0-4324-93e9-641b68f53d4f",
"risk_score": 30.03,
"confidence": 0.54
} | null | null | null | null | null | MITRE Technique: T1190 | IoT device Thermostat command_injection MITRE Technique: T1190 | command_injection | null | null | null | null | null | null | null | Thermostat | iot-3730953f | 5.0 | null | null | null | null | null | null | null | null | null | null |
75d049f9-a466-450d-98fe-aa92ae1d22fc | 2025-04-04T02:39:51 | firewall | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect DNS traffic from 214.9.13.119:571 to 53.247.26.98:440 No additional info | {
"geo_location": "Reunion",
"device_hash": "79a2ecdaf4fc959ed3007b191914abc9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/5.0)",
"session_id": "60e5cf69-d7fa-4cfe-907e-d846c7ebdb2a",
"risk_score": 34.99,
"confidence": 0.03
} | 214.9.13.119 | 53.247.26.98 | null | null | null | No additional info | Firewall inspect DNS traffic from 214.9.13.119:571 to 53.247.26.98:440 No additional info | inspect | 448,592 | DNS | null | null | null | null | null | null | null | null | 571 | 440 | 1,741 | null | null | null | null | null | null | null |
765ad3f6-20ef-4b6a-a252-37ee0a7efc91 | 2025-06-25T05:33:26 | iot | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|info| desc=IoT device HVAC side_channel MITRE Technique: T1574.002 | Associated Threat Actor: APT35 | {
"geo_location": "Trinidad and Tobago",
"device_hash": "80dc22155513cd84a2086a7f098ba887bb56b66c25d556ecd84313344e8181b5",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_8_1 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) FxiOS/12.8v7041.0 Mobile/51S266 Safari/535.2",
"session_id": "ce1f5def-7fd1-4da2-af7e-a4d6cddbe38c",
"risk_score": 23.34,
"confidence": 0.84
} | null | null | null | null | null | MITRE Technique: T1574.002 | Associated Threat Actor: APT35 | IoT device HVAC side_channel MITRE Technique: T1574.002 | Associated Threat Actor: APT35 | side_channel | null | null | null | null | null | null | null | HVAC | iot-4701ce90 | 10.1 | null | null | null | null | null | null | null | null | null | null |
e0c8e040-73e7-4d53-a522-d37a2cc15aee | 2025-04-05T04:13:06 | ids_alert | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|high| desc=ArcSight Alert: Zero-Day Exploit detected from 187.209.171.16 targeting 10.233.198.101 No additional info | {
"geo_location": "Morocco",
"device_hash": "a35373600f5092ba34972fb4bc803516",
"user_agent": "Opera/8.98.(Windows 98; Win 9x 4.90; bem-ZM) Presto/2.9.182 Version/10.00",
"session_id": "6a7e472b-4e89-48f2-9b94-5557937e7b03",
"risk_score": 41.68,
"confidence": 0.85
} | 187.209.171.16 | 10.233.198.101 | Zero-Day Exploit | SIG-3020 | Evasion | No additional info | ArcSight Alert: Zero-Day Exploit detected from 187.209.171.16 targeting 10.233.198.101 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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