event_id stringlengths 36 36 | timestamp timestamp[s]date 2020-07-12 21:38:20 2030-07-10 06:49:21 | event_type stringclasses 8
values | source stringclasses 20
values | severity stringclasses 6
values | raw_log stringlengths 91 282 | advanced_metadata dict | user stringlengths 3 22 ⌀ | action stringclasses 55
values | object stringlengths 1 32 ⌀ | process_id int64 100 10k ⌀ | parent_process stringclasses 4
values | additional_info stringlengths 18 148 | description stringlengths 45 225 | behavioral_analytics dict | device_type stringclasses 5
values | device_id stringlengths 12 12 ⌀ | firmware_version stringclasses 100
values | src_ip stringlengths 8 15 ⌀ | dst_ip stringlengths 3 15 ⌀ | alert_type stringclasses 17
values | signature_id stringlengths 8 8 ⌀ | category stringclasses 5
values | cloud_service stringclasses 5
values | resource_id stringlengths 12 12 ⌀ | model_id stringlengths 14 14 ⌀ | input_hash stringlengths 32 64 ⌀ | output_hash stringlengths 32 64 ⌀ | src_port int64 1 65.5k ⌀ | dst_port int64 1 65.5k ⌀ | protocol stringclasses 10
values | bytes int64 105 1,000k ⌀ | duration int64 1 3.6k ⌀ | method stringclasses 7
values | mac_address stringlengths 17 17 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
06f1176d-5d93-419a-a01f-e6ffd4abacef | 2025-06-19T09:32:18 | endpoint | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|info| desc=Endpoint service_install /car/similar.webm by kingalexander No additional info | {
"geo_location": "Brunei Darussalam",
"device_hash": "484fa050309103c7a500572d6e9e28b52d702741c77d77ac4b8d2d0b0d90cee4",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_4 rv:2.0; cmn-TW) AppleWebKit/535.50.3 (KHTML, like Gecko) Version/5.0.1 Safari/535.50.3",
"session_id": "5858edb6-05f4-4618-b5bb... | kingalexander | service_install | /car/similar.webm | 1,977 | powershell.exe | No additional info | Endpoint service_install /car/similar.webm by kingalexander No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
50947b2d-85d5-455f-bcfc-5a8330d1103b | 2025-04-28T11:36:40 | auth | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for vstone via password from 49.201.172.145 No additional info | {
"geo_location": "Indonesia",
"device_hash": "1e299454ce64f6b6f5fa265a1bcb8dee",
"user_agent": "Mozilla/5.0 (Android 2.2; Mobile; rv:65.0) Gecko/65.0 Firefox/65.0",
"session_id": "4bb0c190-75e0-44a6-9d6d-87bc65282855",
"risk_score": 63.16,
"confidence": 0.03
} | vstone | challenge | null | null | null | No additional info | Auth challenge for vstone via password from 49.201.172.145 No additional info | null | null | null | null | 49.201.172.145 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 67:77:c9:df:c5:33 |
f5913f76-e4b6-43d2-99ef-b0a3cdd8b9d1 | 2025-06-22T18:20:36 | endpoint | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access but by fwagner MITRE Technique: T1204.002 | {
"geo_location": "Denmark",
"device_hash": "00899457bad21e1258eb145d0ab6c42401ee5a2a154883b4216b4e597f9192f4",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_5_7 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) CriOS/52.0.821.0 Mobile/42Q370 Safari/533.1",
"session_id": "65dd240e-8660-4d3a-99ec-8a3a4... | fwagner | file_access | but | 5,815 | explorer.exe | MITRE Technique: T1204.002 | Endpoint file_access but by fwagner 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 |
d6a36438-4f89-42f1-a144-73bffc354352 | 2025-04-30T14:59:06 | ids_alert | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|critical| desc=OSSEC Alert: Supply Chain Compromise detected from 70.88.95.24 targeting 10.122.83.181 No additional info | {
"geo_location": "Chile",
"device_hash": "2d83c7b0d901edf88a34c685b4da6a4238362e9216f90b7cf2b4a0cd99be2c6e",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) CriOS/41.0.897.0 Mobile/98B092 Safari/533.2",
"session_id": "228491f0-056b-428e-a739-8394949f7... | null | null | null | null | null | No additional info | OSSEC Alert: Supply Chain Compromise detected from 70.88.95.24 targeting 10.122.83.181 No additional info | null | null | null | null | 70.88.95.24 | 10.122.83.181 | Supply Chain Compromise | SIG-9295 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
5e109dff-7736-4c6f-b6a5-4b1f9ca58af8 | 2025-07-02T04:52:24 | auth | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|high| desc=Auth success for hoffmanalexander via passwordless from 57.187.201.153 No additional info | {
"geo_location": "Norfolk Island",
"device_hash": "64da332677ee146952e05bd31593e791c84d6094",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.1; Trident/5.1)",
"session_id": "09dda660-7ccc-44a0-868d-21e3fe5e702c",
"risk_score": 85.51,
"confidence": 0.02
} | hoffmanalexander | success | null | null | null | No additional info | Auth success for hoffmanalexander via passwordless from 57.187.201.153 No additional info | null | null | null | null | 57.187.201.153 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 92:8f:ab:c7:49:d2 |
bef97cca-aaa0-444d-b0d0-1a5ef865968c | 2025-02-09T11:04:44 | network | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|low| desc=Network latency_spike from 114.242.88.196 to 79.74.11.45 MITRE Technique: T1078.004 | {
"geo_location": "Pitcairn Islands",
"device_hash": "a8d8eca3df4c0f22168997284f2e7766acf4f3b9",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/8749-04-04 10:26:00 Firefox/3.6.16",
"session_id": "7db71859-af3e-40fc-9b36-60ada63e5857",
"risk_score": 62.3,
"confidence": 0.28
} | null | latency_spike | null | null | null | MITRE Technique: T1078.004 | Network latency_spike from 114.242.88.196 to 79.74.11.45 MITRE Technique: T1078.004 | null | null | null | null | 114.242.88.196 | 79.74.11.45 | null | null | null | null | null | null | null | null | null | null | TCP | 976,325 | null | null | null |
8bcd3fed-fdb5-4805-a1b6-b019603c721b | 2025-03-08T00:36:01 | firewall | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop TCP traffic from 75.224.200.189:846 to 78.60.188.87:328 MITRE Technique: T1053.005 noise=9F9BD334 | {
"geo_location": "United Kingdom",
"device_hash": "a9c87da0985ed4c7f9e6a5f0acde08ba",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.0; Trident/5.0)",
"session_id": "c10f1904-f839-46d8-9a89-8c2b868c1d7a",
"risk_score": 58.29,
"confidence": 0.06
} | null | drop | null | null | null | MITRE Technique: T1053.005 | Firewall drop TCP traffic from 75.224.200.189:846 to 78.60.188.87:328 MITRE Technique: T1053.005 | null | null | null | null | 75.224.200.189 | 78.60.188.87 | null | null | null | null | null | null | null | null | 846 | 328 | TCP | 251,236 | 1,136 | null | null |
d58af077-425a-485b-9e59-14bc034edf29 | 2021-10-09T22:20:40 | network | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|medium| desc=Network protocol_anomaly from 156.229.2.141 to 23.106.230.161 No additional info | {
"geo_location": "Qatar",
"device_hash": "7a5d0264dd4ae35a623254001b8a4431",
"user_agent": "Opera/8.19.(Windows NT 11.0; ckb-IQ) Presto/2.9.164 Version/11.00",
"session_id": "d2efe8a5-d352-445c-b595-c7bd31cde712",
"risk_score": 97.2,
"confidence": 0.32
} | null | protocol_anomaly | null | null | null | No additional info | Network protocol_anomaly from 156.229.2.141 to 23.106.230.161 No additional info | null | null | null | null | 156.229.2.141 | 23.106.230.161 | null | null | null | null | null | null | null | null | null | null | UDP | 339,981 | null | null | null |
a8c00e51-b0bc-4496-9681-1fb1b6071ee9 | 2025-01-22T16:02:45 | ids_alert | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|low| desc=Darktrace Alert: Zero-Day Exploit detected from 199.86.40.91 targeting 77.71.9.35 No additional info noise=TW9kZXJuLg== | {
"geo_location": "Djibouti",
"device_hash": "a712292cb902a6f23171ef4397352a21b3be7f0f",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/9448-12-25 15:56:06 Firefox/10.0",
"session_id": "550f91ed-dd5e-4cef-a6e8-97dc48df2dad",
"risk_score": 63.96,
"confidence": 0.49
} | null | null | null | null | null | No additional info | Darktrace Alert: Zero-Day Exploit detected from 199.86.40.91 targeting 77.71.9.35 No additional info | null | null | null | null | 199.86.40.91 | 77.71.9.35 | Zero-Day Exploit | SIG-6647 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
25a2c116-0b5a-4485-8c98-bc7ab10fe06f | 2025-01-14T15:02:19 | endpoint | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|high| desc=Endpoint persistence_mechanism /away/third.html by alex87 No additional info | {
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "84ecb425157dc7d1da4ef2d1d8b80c01",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/5.0)",
"session_id": "aa62210c-2430-4447-b891-0c21efc4bfec",
"risk_score": 45.02,
"confidence": 0.36
} | alex87 | persistence_mechanism | /away/third.html | 7,226 | svchost.exe | No additional info | Endpoint persistence_mechanism /away/third.html by alex87 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a1749735-62d8-4659-96ed-bfdceb9bc5e2 | 2025-05-30T16:04:52 | auth | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|high| desc=Auth challenge for househoward via passwordless from 149.252.25.120 No additional info | {
"geo_location": "Saint Vincent and the Grenadines",
"device_hash": "a1b9fba1a8f0e500aeb119b98381c3a5052b8be0",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_4 rv:3.0; dv-MV) AppleWebKit/531.45.6 (KHTML, like Gecko) Version/4.0 Safari/531.45.6",
"session_id": "d41606f4-727e-40c7-901a-eea75a063cd... | househoward | challenge | null | null | null | No additional info | Auth challenge for househoward via passwordless from 149.252.25.120 No additional info | null | null | null | null | 149.252.25.120 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | b9:e3:0d:f5:93:cf |
957eb9cb-cdff-4a6f-a26d-a31d9c355ff8 | 2025-02-22T16:44:49 | network | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 146.69.183.18 to 76.2.176.33 MITRE Technique: T1053.005 | {
"geo_location": "Iran",
"device_hash": "df972ad656194e4d3dbf0868ef517afe",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/533.2.1 (KHTML, like Gecko) Version/4.0.2 Safari/533.2.1",
"session_id": "06f31add-8687-462a-ba44-428494bfcfc3",
"risk_score": 67.62,
"confidence": 0.91
} | null | protocol_anomaly | null | null | null | MITRE Technique: T1053.005 | Network protocol_anomaly from 146.69.183.18 to 76.2.176.33 MITRE Technique: T1053.005 | null | null | null | null | 146.69.183.18 | 76.2.176.33 | null | null | null | null | null | null | null | null | null | null | HTTP | 848,546 | null | null | null |
75d5e787-3747-4470-b378-c49a44382fbe | 2022-07-31T15:11:50 | auth | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|info| desc=Auth challenge for deniserocha via MFA from 6.35.8.180 MITRE Technique: T1547.001 | Associated Threat Actor: Lazarus Group noise=through|whether|glass | {
"geo_location": "Cameroon",
"device_hash": "fdfbb668a7c213ae42df581911bb4049c136a72a7f38e03cb660fe515f43c7d8",
"user_agent": "Mozilla/5.0 (Linux; Android 6.0) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/29.0.875.0 Safari/536.0",
"session_id": "ddd70fa9-cb57-4402-9fa1-666299a2f75e",
"risk_score": 75.14,
"... | deniserocha | challenge | null | null | null | MITRE Technique: T1547.001 | Associated Threat Actor: Lazarus Group | Auth challenge for deniserocha via MFA from 6.35.8.180 MITRE Technique: T1547.001 | Associated Threat Actor: Lazarus Group | null | null | null | null | 6.35.8.180 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | 9e:56:fb:ed:d8:00 |
35cb19c5-5789-4385-ae0f-0165f00b7218 | 2025-04-12T13:57:36 | iot | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat side_channel No additional info | {
"geo_location": "Jordan",
"device_hash": "b6d9d12d13c4357ff7c1d411121e568ce97de385",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/5.1)",
"session_id": "122c3f85-0795-41a8-bfcc-379174164b81",
"risk_score": 77.07,
"confidence": 0.48
} | null | side_channel | null | null | null | No additional info | IoT device Thermostat side_channel No additional info | null | Thermostat | iot-3deb3a5b | 3.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2a7725ba-22ba-4e85-9bbd-0264af879deb | 2025-05-29T20:58:14 | endpoint | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access step by donnarodriguez No additional info | {
"geo_location": "Mauritius",
"device_hash": "503592ee38dd5f700f58f1d8533f52a5",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/531.6.4 (KHTML, like Gecko) Version/4.0 Safari/531.6.4",
"session_id": "6dde8443-ca8c-43cf-b7b0-727b50c77814",
"risk_score": 87.26,
"confidence": 0.3
} | donnarodriguez | file_access | step | 1,646 | cmd.exe | No additional info | Endpoint file_access step by donnarodriguez No additional info | {
"baseline_deviation": 1.54,
"entropy": 3.59,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7f8a8f60-e265-4085-9cea-7306a3229417 | 2025-06-12T21:55:47 | auth | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for wangtodd via OAuth from 205.30.119.103 MITRE Technique: T1110.003 | Associated Threat Actor: Wizard Spider | {
"geo_location": "Vanuatu",
"device_hash": "6328040176b569bf0b95a2db54d04ced",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 12_4_8 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) CriOS/20.0.843.0 Mobile/00D506 Safari/534.1",
"session_id": "4f76988f-176a-4446-878c-94790012235d",
"risk_score": 78.39,
"... | wangtodd | challenge | null | null | null | MITRE Technique: T1110.003 | Associated Threat Actor: Wizard Spider | Auth challenge for wangtodd via OAuth from 205.30.119.103 MITRE Technique: T1110.003 | Associated Threat Actor: Wizard Spider | null | null | null | null | 205.30.119.103 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | c1:5f:7e:94:0c:cc |
369221d1-fbe0-45ef-a907-c56350817ba8 | 2025-07-06T02:46:04 | firewall | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|info| desc=Firewall drop SSH traffic from 14.238.66.59:384 to 49.107.1.130:42533 No additional info | {
"geo_location": "Korea",
"device_hash": "d71e6cdf9f4e98a480d554a8425d287a8ea7ebb86515eaf605337a30ebd368c0",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_2 rv:2.0; es-CO) AppleWebKit/533.1.4 (KHTML, like Gecko) Version/5.0 Safari/533.1.4",
"session_id": "55fe72c2-732b-4cf3-b5be-37d54563dd8c",
... | null | drop | null | null | null | No additional info | Firewall drop SSH traffic from 14.238.66.59:384 to 49.107.1.130:42533 No additional info | {
"baseline_deviation": 2.4,
"entropy": 5.8,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 14.238.66.59 | 49.107.1.130 | null | null | null | null | null | null | null | null | 384 | 42,533 | SSH | 179,799 | 1,931 | null | null |
cd386942-6062-48ec-80e9-1428d2c21b40 | 2025-04-20T05:49:46 | ids_alert | OSSEC v3.7.0 | emergency | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|emergency| desc=OSSEC Alert: DNS Tunneling detected from 18.186.29.233 targeting 10.166.94.211 Associated Threat Actor: FIN7 | {
"geo_location": "Monaco",
"device_hash": "49a097b1216fecb657ee2b20568ab59a568948cc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.2; Trident/5.0)",
"session_id": "e6c1ec99-59e4-4eb7-ad63-92c46c570a1a",
"risk_score": 67.05,
"confidence": 0.95
} | null | null | null | null | null | Associated Threat Actor: FIN7 | OSSEC Alert: DNS Tunneling detected from 18.186.29.233 targeting 10.166.94.211 Associated Threat Actor: FIN7 | null | null | null | null | 18.186.29.233 | 10.166.94.211 | DNS Tunneling | SIG-7515 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
099200ad-c07e-479b-8719-cece603c8d3f | 2025-02-04T11:36:19 | auth | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|low| desc=Auth success for okelly via biometric from 128.103.17.25 MITRE Technique: T1486 | {
"geo_location": "Rwanda",
"device_hash": "479692788eb0bad3f0e08a081379382d53fd700feb2a785f08f9b1102b224e5c",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/4405-02-22 20:21:36 Firefox/3.8",
"session_id": "5281c2e2-bc0a-4af1-91e0-5426679e057e",
"risk_score": 34.5,
"confidence": 0.12
} | okelly | success | null | null | null | MITRE Technique: T1486 | Auth success for okelly via biometric from 128.103.17.25 MITRE Technique: T1486 | null | null | null | null | 128.103.17.25 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 59:f0:9d:90:bb:ed |
fce79996-c7c5-4e6b-8756-93cdd86f857f | 2025-05-08T01:43:26 | network | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|critical| desc=Network latency_spike from 211.210.245.15 to 10.126.139.62 No additional info | {
"geo_location": "Puerto Rico",
"device_hash": "581c50a7cd2fd4817bbc06f389c174c6",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_2 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) CriOS/17.0.811.0 Mobile/39M329 Safari/536.0",
"session_id": "6a17e450-6c17-43b9-9f8d-147129260c32",
"risk_score": 62.7,
... | null | latency_spike | null | null | null | No additional info | Network latency_spike from 211.210.245.15 to 10.126.139.62 No additional info | null | null | null | null | 211.210.245.15 | 10.126.139.62 | null | null | null | null | null | null | null | null | null | null | HTTP | 433,014 | null | null | null |
db88168f-35a9-4690-a34c-abc678b3d20a | 2025-03-23T09:55:59 | network | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|low| desc=Network covert_channel from 9.180.139.105 to 212.116.235.212 No additional info | {
"geo_location": "Tajikistan",
"device_hash": "5bd6511c2f034e40e68c624b0ee1093c8af8dff47d59c4e3f09e13f7c3d00311",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/4.1)",
"session_id": "6ed4a4ff-10c1-4504-8498-68631b690f44",
"risk_score": 15.06,
"confidence": 0.66
} | null | covert_channel | null | null | null | No additional info | Network covert_channel from 9.180.139.105 to 212.116.235.212 No additional info | null | null | null | null | 9.180.139.105 | 212.116.235.212 | null | null | null | null | null | null | null | null | null | null | TCP | 486,564 | null | null | null |
348d5568-d0bb-4c43-bf22-99ee411be13a | 2025-06-04T16:04:16 | iot | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat protocol_violation No additional info | {
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "443668c2625adc469339c3e4a92209852d665c06cbb5fab2331e62a7e70e2c70",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_5_3; rv:1.9.5.20) Gecko/6787-02-18 15:38:19 Firefox/3.6.12",
"session_id": "2c71cc6e-7096-4311-9fb3-c77be3472520",
"r... | null | protocol_violation | null | null | null | No additional info | IoT device Thermostat protocol_violation No additional info | null | Thermostat | iot-19168f9e | 10.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8adccd26-d1ee-43dc-ac8d-d146fdc27d9c | 2025-01-17T09:43:33 | auth | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|info| desc=Auth failed for kbanks via key from 44.139.150.218 MITRE Technique: T1110.003 | {
"geo_location": "Jamaica",
"device_hash": "20e4deff08203956fb5f0cb15db53feb",
"user_agent": "Opera/9.14.(X11; Linux x86_64; tcy-IN) Presto/2.9.167 Version/10.00",
"session_id": "73ee17d1-a379-4c3b-9b26-5b972d7f3659",
"risk_score": 83.95,
"confidence": 0.22
} | kbanks | failed | null | null | null | MITRE Technique: T1110.003 | Auth failed for kbanks via key from 44.139.150.218 MITRE Technique: T1110.003 | null | null | null | null | 44.139.150.218 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 50:4d:c7:30:0d:90 |
3aa4b256-062a-4c48-903d-c402edb9fb9e | 2025-04-15T12:06:48 | ids_alert | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|low| desc=Splunk Alert: Credential Stuffing detected from 169.45.59.110 targeting 192.55.152.196 Obfuscated payload detected | {
"geo_location": "Cayman Islands",
"device_hash": "f28dd96c820c84b128ef11236dc67deb1e613f21",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/50.0.853.0 Safari/536.0",
"session_id": "fdb3cd4c-e86e-4d06-b126-c77286240bff",
"risk_score": 34.67,
"confidence": 0.26
} | null | null | null | null | null | Obfuscated payload detected | Splunk Alert: Credential Stuffing detected from 169.45.59.110 targeting 192.55.152.196 Obfuscated payload detected | {
"baseline_deviation": 2.31,
"entropy": 5.45,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 169.45.59.110 | 192.55.152.196 | Credential Stuffing | SIG-8610 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
9c939599-5089-460b-923d-f4a501b03538 | 2025-03-26T03:18:34 | cloud | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|critical| desc=Cloud instance_creation in AWS by buckandrew No additional info | {
"geo_location": "Iran",
"device_hash": "09bcff746a6989021f4016d3722f01b3f62e4a14",
"user_agent": "Opera/8.55.(Windows 98; sat-IN) Presto/2.9.187 Version/10.00",
"session_id": "5ebad9d2-ba3a-46a9-839a-6b3c27c1b251",
"risk_score": 64.45,
"confidence": 0.17
} | buckandrew | instance_creation | null | null | null | No additional info | Cloud instance_creation in AWS by buckandrew No additional info | null | null | null | null | null | null | null | null | null | AWS | res-26f740ff | null | null | null | null | null | null | null | null | null | null |
ddbebaa5-9fa0-437b-83b3-4a39b28c2a30 | 2025-07-06T22:37:42 | firewall | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|high| desc=Firewall quarantine ICMP traffic from 14.56.185.69:60304 to 25.74.2.215:58062 No additional info | {
"geo_location": "China",
"device_hash": "d060e6cff78e6693f9552050e16f03c904f5c3436df23e01ff4d2ade6a8b2466",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_6 rv:3.0; aa-ER) AppleWebKit/534.46.5 (KHTML, like Gecko) Version/5.1 Safari/534.46.5",
"session_id": "0568d7bd-650d-4626-9631-078c24ee9aa8",... | null | quarantine | null | null | null | No additional info | Firewall quarantine ICMP traffic from 14.56.185.69:60304 to 25.74.2.215:58062 No additional info | null | null | null | null | 14.56.185.69 | 25.74.2.215 | null | null | null | null | null | null | null | null | 60,304 | 58,062 | ICMP | 963,401 | 334 | null | null |
8713257d-283a-437b-8cfb-7cc305e9ef53 | 2025-04-11T02:43:01 | ids_alert | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|low| desc=Vectra AI Alert: AI Model Poisoning detected from 42.116.69.232 targeting 83.190.11.83 No additional info | {
"geo_location": "Somalia",
"device_hash": "901c93f008e38c12457aec98af04c64926cc062b",
"user_agent": "Opera/9.51.(X11; Linux i686; hy-AM) Presto/2.9.164 Version/12.00",
"session_id": "44297d98-c04e-47c2-8815-a24339803210",
"risk_score": 60.01,
"confidence": 0.79
} | null | null | null | null | null | No additional info | Vectra AI Alert: AI Model Poisoning detected from 42.116.69.232 targeting 83.190.11.83 No additional info | null | null | null | null | 42.116.69.232 | 83.190.11.83 | AI Model Poisoning | SIG-4965 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
5c897d75-7b3a-4210-a6ff-c809abf769a3 | 2025-03-15T00:35:27 | network | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|medium| desc=Network latency_spike from 148.0.56.206 to 10.189.5.162 No additional info | {
"geo_location": "Reunion",
"device_hash": "6dcc607f8b560481927a0865347c8cc5354040c3",
"user_agent": "Opera/9.43.(X11; Linux x86_64; shs-CA) Presto/2.9.175 Version/12.00",
"session_id": "dc56550c-55a3-49d1-b441-0af2864f9175",
"risk_score": 11.2,
"confidence": 0.74
} | null | latency_spike | null | null | null | No additional info | Network latency_spike from 148.0.56.206 to 10.189.5.162 No additional info | null | null | null | null | 148.0.56.206 | 10.189.5.162 | null | null | null | null | null | null | null | null | null | null | HTTP | 989,228 | null | null | null |
657f41d9-d6a6-48c7-a6a4-935c14e1d5e5 | 2025-05-01T05:22:14 | iot | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|info| desc=IoT device Medical physical_tamper MITRE Technique: T1071.001 | {
"geo_location": "Liberia",
"device_hash": "744a756aeb45c133d0d01957bec5fef47160c53373236cfdac3bb23d925820fa",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 10.0; Trident/5.0)",
"session_id": "001da620-f88c-490b-9c93-02149206b38f",
"risk_score": 38.73,
"confidence": 0.71
} | null | physical_tamper | null | null | null | MITRE Technique: T1071.001 | IoT device Medical physical_tamper MITRE Technique: T1071.001 | null | Medical | iot-df72ebc3 | 3.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
452f8113-9dd6-498e-ac35-23969d18de1f | 2025-03-15T20:14:42 | cloud | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in GCP by rebeccaprice Unconventional IOC: GPU memory artifacts noise=matter|black|church | {
"geo_location": "Tanzania",
"device_hash": "0f286a018f54d8d7931b2cf0bac4d37e392be1cc",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_7 rv:6.0; az-AZ) AppleWebKit/533.27.4 (KHTML, like Gecko) Version/4.1 Safari/533.27.4",
"session_id": "397a6965-ba87-46ec-ad3a-b1df26b5f0d9",
"risk_score": 65.92,
... | rebeccaprice | container_escape | null | null | null | Unconventional IOC: GPU memory artifacts | Cloud container_escape in GCP by rebeccaprice Unconventional IOC: GPU memory artifacts | null | null | null | null | null | null | null | null | null | GCP | res-ff6a8bda | null | null | null | null | null | null | null | null | null | null |
761fae99-d598-45b5-a390-0da51e200fb1 | 2025-04-21T21:53:42 | firewall | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|critical| desc=Firewall inspect NTP traffic from 79.171.77.200:12154 to 168.2.92.124:637 No additional info | {
"geo_location": "Guernsey",
"device_hash": "1d2bf98205577bee002739302c0881d0b03086ca7ca210455538a2296188a1d4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.1; Trident/3.1)",
"session_id": "4f1c4c1b-0984-4aa1-bc1c-1bdd633f324d",
"risk_score": 46.79,
"confidence": 1
} | null | inspect | null | null | null | No additional info | Firewall inspect NTP traffic from 79.171.77.200:12154 to 168.2.92.124:637 No additional info | null | null | null | null | 79.171.77.200 | 168.2.92.124 | null | null | null | null | null | null | null | null | 12,154 | 637 | NTP | 197,239 | 3,385 | null | null |
2357a048-e37a-4715-ab9c-c0eff09e7e4d | 2025-02-03T15:07:44 | firewall | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only NTP traffic from 150.11.204.137:875 to 213.15.153.102:797 No additional info | {
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "4501e0c1be06a283ce6bec576c1cff74",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/4.0)",
"session_id": "f5c0493c-d300-4b47-8a10-0e2ce5b14a9b",
"risk_score": 86.97,
"confidence": 0.53
} | null | log-only | null | null | null | No additional info | Firewall log-only NTP traffic from 150.11.204.137:875 to 213.15.153.102:797 No additional info | null | null | null | null | 150.11.204.137 | 213.15.153.102 | null | null | null | null | null | null | null | null | 875 | 797 | NTP | 871,780 | 239 | null | null |
57fd23a2-6437-40a5-8dc0-1174737e83f7 | 2025-02-14T13:23:33 | cloud | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|high| desc=Cloud shadow_it in AWS by aallen No additional info | {
"geo_location": "Mauritania",
"device_hash": "ffb19d621ba93243f953bf61c1ccd47cf62dc20d4d59af1e6f2ec7a9e83bdb58",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.0; Trident/5.0)",
"session_id": "8cc8d12a-d7e8-479b-966d-87fb3b8c2178",
"risk_score": 60.71,
"confidence": 0.83
} | aallen | shadow_it | null | null | null | No additional info | Cloud shadow_it in AWS by aallen No additional info | null | null | null | null | null | null | null | null | null | AWS | res-d63fceaa | null | null | null | null | null | null | null | null | null | null |
0cabaabb-45d2-4897-ae0d-246701f6fad1 | 2025-05-05T05:35:32 | auth | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|medium| desc=Auth failed for zavalaclaudia via password from 87.214.27.83 No additional info | {
"geo_location": "Myanmar",
"device_hash": "5740ec3e2382007def5a188f9f023a637065b172",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1_1 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/18.1w9940.0 Mobile/79E878 Safari/532.0",
"session_id": "7d066102-4be7-4472-bd5b-b4b1439fa619",
"risk_score": 3... | zavalaclaudia | failed | null | null | null | No additional info | Auth failed for zavalaclaudia via password from 87.214.27.83 No additional info | null | null | null | null | 87.214.27.83 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 73:24:8e:45:c5:3a |
b1697d67-dfec-435b-bed1-583b29fcc44f | 2025-03-28T09:43:54 | iot | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC battery_drain MITRE Technique: T1486 | {
"geo_location": "Saint Kitts and Nevis",
"device_hash": "e1e1def18188ee6875fd4e382c1b574ff592d391",
"user_agent": "Opera/9.36.(Windows NT 5.01; en-HK) Presto/2.9.183 Version/12.00",
"session_id": "33b55cc1-6bfd-4deb-8610-8b7ce89f69a0",
"risk_score": 46.71,
"confidence": 0.18
} | null | battery_drain | null | null | null | MITRE Technique: T1486 | IoT device HVAC battery_drain MITRE Technique: T1486 | null | HVAC | iot-a4120d6c | 5.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1d2037c4-689d-46ce-816d-e689150cd665 | 2025-03-26T20:50:27 | auth | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|low| desc=Auth bypass for qpowell via key from 10.221.177.236 MITRE Technique: T1218.011 | {
"geo_location": "Comoros",
"device_hash": "7d42de7a293bc18d936516174b66ce80",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/531.3.3 (KHTML, like Gecko) Version/4.0 Safari/531.3.3",
"session_id": "9117650f-3674-47b6-b73d-4222ff875a3e",
"risk_score": 50.75,
"confidence": 0.9
} | qpowell | bypass | null | null | null | MITRE Technique: T1218.011 | Auth bypass for qpowell via key from 10.221.177.236 MITRE Technique: T1218.011 | null | null | null | null | 10.221.177.236 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 37:74:98:98:2d:86 |
0eb06f6c-ba02-465c-b1b7-cd9a981f1928 | 2025-01-25T09:10:09 | iot | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|info| desc=IoT device Camera battery_drain Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "37b5f5908955eb78b2506a72d393cb10d1f2ea4a",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; uk-UA) AppleWebKit/531.7.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6531.7.3",
"session_id": "1231e4cd-f752-487e-a282-c9b... | null | battery_drain | null | null | null | Unconventional IOC: Thermal sensor anomalies | IoT device Camera battery_drain Unconventional IOC: Thermal sensor anomalies | null | Camera | iot-88f89f83 | 10.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a97312bd-f42e-4591-b722-017b2232c3df | 2025-05-31T08:52:06 | auth | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|low| desc=Auth locked for rsmith via SAML from 85.212.96.3 No additional info noise=VGhyZWF0Lg== | {
"geo_location": "Aruba",
"device_hash": "02f41c853cf222a09fee3500dbd64cf27251b15d",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_7 rv:2.0; om-KE) AppleWebKit/531.47.7 (KHTML, like Gecko) Version/5.0.3 Safari/531.47.7",
"session_id": "bff31114-c16b-49f5-9992-ad3fe18bf80d",
"risk_score": 46.89... | rsmith | locked | null | null | null | No additional info | Auth locked for rsmith via SAML from 85.212.96.3 No additional info | {
"baseline_deviation": 2.78,
"entropy": 2.05,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 85.212.96.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | dc:bf:4b:2b:0f:91 |
50674cd2-d714-4c8a-ba61-0ae80996f7e3 | 2025-06-15T15:08:35 | ai | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by radams MITRE Technique: T1543.003 | {
"geo_location": "Germany",
"device_hash": "1dc718a2c861e8b20746ec1c23158b92f1a6e49c25c1e90339b0757218bb5b29",
"user_agent": "Opera/8.53.(X11; Linux i686; dz-BT) Presto/2.9.169 Version/11.00",
"session_id": "af1ad51d-45e6-4f7c-ad67-6ff86cc4c7c8",
"risk_score": 89.53,
"confidence": 0.56
} | radams | training_data_poisoning | null | null | null | MITRE Technique: T1543.003 | AI system training_data_poisoning by radams MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | null | null | model-b03202af | c4b74ef4cdfe1147845247f41e4d78ce1a97102f5a2275ab398e79b4524c8601 | 6360becfb682b1deabf9de3d035058866447fbdeb02cfa7213a65318d86f5bd4 | null | null | null | null | null | null | null |
0ab7f77e-4e8b-4e3b-ade6-03df04eb5a85 | 2025-05-08T06:54:56 | iot | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|high| desc=IoT device Camera battery_drain No additional info | {
"geo_location": "Yemen",
"device_hash": "7a01339e31b12947b42676cf01bdf436b8528282",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 13_7 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) FxiOS/11.2r2042.0 Mobile/80F867 Safari/531.0",
"session_id": "ac6171f0-3669-45f7-8836-e823e46de4c7",
"risk_score": 3... | null | battery_drain | null | null | null | No additional info | IoT device Camera battery_drain No additional info | null | Camera | iot-e64399bd | 3.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ef140af7-f3ab-44c3-b8bc-276a2ecf03b8 | 2025-03-26T11:05:48 | ai | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|medium| desc=AI system model_inversion by apatterson MITRE Technique: T1134.001 noise=QWdhaW5zdC4= | {
"geo_location": "Cyprus",
"device_hash": "090a0898d1e7c23e02edfabcb87a98d1562a7ce0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 4.0; Trident/3.0)",
"session_id": "231ed17e-4185-4c9e-a584-9aa50d3d309c",
"risk_score": 49.63,
"confidence": 0.75
} | apatterson | model_inversion | null | null | null | MITRE Technique: T1134.001 | AI system model_inversion by apatterson MITRE Technique: T1134.001 | null | null | null | null | null | null | null | null | null | null | null | model-83867333 | edaddb6166976ab0f258ce8951794fe6ec71b019bfbe851e2b6c858924bb2bb9 | 98550097ab984db19b6801fd8ad347a4 | null | null | null | null | null | null | null |
9afa11b5-4770-4c04-8e27-8fe518ad1e7e | 2025-01-28T07:45:13 | iot | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera side_channel No additional info noise=AB1258DC | {
"geo_location": "Bhutan",
"device_hash": "27d1ac5d1333eea49932d56d963439a1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.0; Trident/5.1)",
"session_id": "504efec5-e5dd-4923-b87b-8a70322855ea",
"risk_score": 18.43,
"confidence": 0.59
} | null | side_channel | null | null | null | No additional info | IoT device Camera side_channel No additional info | null | Camera | iot-c903908f | 5.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2a3d8ecc-8c47-48ee-8fd3-bb0f3cb25fe9 | 2025-01-28T17:07:37 | cloud | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|info| desc=Cloud shadow_it in Alibaba by michael81 No additional info noise=VmFsdWUu | {
"geo_location": "Solomon Islands",
"device_hash": "257bb56c48e17191a7a0d3b7c8482ca60af87f3b",
"user_agent": "Opera/8.88.(X11; Linux i686; uk-UA) Presto/2.9.160 Version/10.00",
"session_id": "f839471e-2931-491d-934a-ec27e72af5db",
"risk_score": 68.67,
"confidence": 0.2
} | michael81 | shadow_it | null | null | null | No additional info | Cloud shadow_it in Alibaba by michael81 No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-d35d4e36 | null | null | null | null | null | null | null | null | null | null |
4ee3097e-88da-48f0-9644-fb56c4ebb604 | 2025-06-07T04:20:29 | iot | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|low| desc=IoT device Medical physical_tamper No additional info | {
"geo_location": "Ethiopia",
"device_hash": "93423d051e90e3ad55922acbc6e913f7fd4d078fb8e504b9311b8acf54db7478",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.2; Trident/3.0)",
"session_id": "84c39c2a-9911-4cb2-9458-f5d12e477187",
"risk_score": 71.28,
"confidence": 0.39
} | null | physical_tamper | null | null | null | No additional info | IoT device Medical physical_tamper No additional info | null | Medical | iot-469238fa | 4.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
827e64d9-e3ad-4f4c-9dc5-42533089ab1e | 2025-05-06T00:52:22 | iot | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC command_injection No additional info | {
"geo_location": "Belize",
"device_hash": "1e1a2f025bbd74d143ba912bb6e7b851",
"user_agent": "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/39.0.843.0 Safari/533.0",
"session_id": "1b5f164e-2fa0-48df-90a4-4d156cd6c44d",
"risk_score": 0,
"confidence": 0.16
} | null | command_injection | null | null | null | No additional info | IoT device HVAC command_injection No additional info | null | HVAC | iot-6685234f | 7.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f0e3f46e-6a1c-4eee-9040-05fd6008d663 | 2025-04-11T10:33:58 | endpoint | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|low| desc=Endpoint persistence_mechanism Democrat by qmoore MITRE Technique: T1134.001 | {
"geo_location": "Namibia",
"device_hash": "3a811e09bf2893f6ff8717f818e84200f86ed34c911564f46645a22447940c99",
"user_agent": "Mozilla/5.0 (Windows NT 5.0; el-CY; rv:1.9.0.20) Gecko/5599-11-03 12:19:19 Firefox/3.8",
"session_id": "cfb2e054-af05-4f6f-b1ff-39279e4c4e93",
"risk_score": 6.92,
"confidence": 0.97... | qmoore | persistence_mechanism | Democrat | 1,489 | svchost.exe | MITRE Technique: T1134.001 | Endpoint persistence_mechanism Democrat by qmoore 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 |
d2609365-041a-40ec-82bd-86f87302ed8b | 2025-01-14T07:59:34 | ids_alert | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|high| desc=Snort Alert: Container Escape detected from 42.219.199.96 targeting N/A No additional info noise=Q2hpbGQu | {
"geo_location": "Guam",
"device_hash": "b8544206534dd8090f5f79e51792878ea9bf51ec9a87419859225a24c6f1fad9",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; ig-NG) AppleWebKit/531.20.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6531.20.3",
"session_id": "bd164cbf-6801-4411-afba-... | null | null | null | null | null | No additional info | Snort Alert: Container Escape detected from 42.219.199.96 targeting N/A No additional info | null | null | null | null | 42.219.199.96 | N/A | Container Escape | SIG-1911 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
53b128a4-32d3-4f02-907d-8a5d0d9b31f9 | 2025-04-26T01:05:07 | ids_alert | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|high| desc=QRadar Alert: Fileless Attack detected from 10.127.121.183 targeting N/A Associated Threat Actor: APT41 | {
"geo_location": "South Africa",
"device_hash": "2a2654302b3dd9385e8ceeec85dc276b3124d947048d0969385ca597c2d26f0d",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_6 rv:3.0; ro-RO) AppleWebKit/532.20.3 (KHTML, like Gecko) Version/5.0.2 Safari/532.20.3",
"session_id": "fe0c670b-b01e-41e5-82c5-60a3266e... | null | null | null | null | null | Associated Threat Actor: APT41 | QRadar Alert: Fileless Attack detected from 10.127.121.183 targeting N/A Associated Threat Actor: APT41 | null | null | null | null | 10.127.121.183 | N/A | Fileless Attack | SIG-4759 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
3e6ff8a4-9896-45b4-bbd3-2aa83791487c | 2025-01-17T23:24:59 | cloud | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud config_change in GCP by philip76 No additional info | {
"geo_location": "Kazakhstan",
"device_hash": "2ba951344b1ae2867a5445f3831ccabb91ca54db",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 10.0; Trident/3.0)",
"session_id": "6c79fa38-a15c-4c5b-9795-c707bf9f4c2b",
"risk_score": 29.63,
"confidence": 0.95
} | philip76 | config_change | null | null | null | No additional info | Cloud config_change in GCP by philip76 No additional info | null | null | null | null | null | null | null | null | null | GCP | res-5126f951 | null | null | null | null | null | null | null | null | null | null |
5b4d0a9d-48f1-4c26-a801-c8565dd3ddfa | 2025-04-14T11:24:28 | auth | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|high| desc=Auth bypass for brownchristopher via OAuth from 199.93.237.108 MITRE Technique: T1547.001 | {
"geo_location": "China",
"device_hash": "dd7d608b08a0e14bff8fb3b15721e55cdbeb7aad",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.0; Trident/3.0)",
"session_id": "1f42845c-4a6f-40c1-b889-e83cc2cbb91d",
"risk_score": 30.65,
"confidence": 0.28
} | brownchristopher | bypass | null | null | null | MITRE Technique: T1547.001 | Auth bypass for brownchristopher via OAuth from 199.93.237.108 MITRE Technique: T1547.001 | null | null | null | null | 199.93.237.108 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 17:d4:67:df:39:b1 |
501ab108-4d23-4eaa-b596-c6b20ef0545a | 2025-05-11T20:52:50 | network | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|high| desc=Network connection from 138.95.155.62 to 133.230.12.220 No additional info | {
"geo_location": "Somalia",
"device_hash": "c6bddd9c8722f9b404293833902231d218667c55645e6791068e9f07b321e208",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_5) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/32.0.829.0 Safari/536.0",
"session_id": "d3952e12-1b92-4039-8f54-d12494250407",
"risk_scor... | null | connection | null | null | null | No additional info | Network connection from 138.95.155.62 to 133.230.12.220 No additional info | {
"baseline_deviation": 0.65,
"entropy": 3.47,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 138.95.155.62 | 133.230.12.220 | null | null | null | null | null | null | null | null | null | null | HTTPS | 383,054 | null | null | null |
02bafa63-a4c1-4169-8795-5fa7de7f26d4 | 2025-03-30T14:30:50 | firewall | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|critical| desc=Firewall drop HTTPS traffic from 61.61.79.223:912 to 151.38.53.74:687 No additional info | {
"geo_location": "Suriname",
"device_hash": "fe10309dfeb5f1e7b94713b7f075589a1c5c3af1",
"user_agent": "Mozilla/5.0 (Windows NT 6.1; ru-RU; rv:1.9.1.20) Gecko/8282-10-17 05:29:30 Firefox/3.6.2",
"session_id": "0c980a87-495c-450d-ba64-dcd0c0d2d851",
"risk_score": 78.7,
"confidence": 0.81
} | null | drop | null | null | null | No additional info | Firewall drop HTTPS traffic from 61.61.79.223:912 to 151.38.53.74:687 No additional info | null | null | null | null | 61.61.79.223 | 151.38.53.74 | null | null | null | null | null | null | null | null | 912 | 687 | HTTPS | 531,619 | 998 | null | null |
e7843ea6-0ca9-4c67-a9b6-5a3ea77542f3 | 2025-03-27T08:50:53 | ids_alert | Elastic SIEM v8.9.0 | emergency | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|emergency| desc=Elastic SIEM Alert: MFA Bypass detected from 60.170.47.39 targeting 118.228.99.165 Obfuscated payload detected noise=RW50ZXIu | {
"geo_location": "Greenland",
"device_hash": "e15ca63c82c78db4e6387e13eed8818d67a0004c",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_4; rv:1.9.6.20) Gecko/9932-10-30 16:03:27 Firefox/13.0",
"session_id": "a318e233-b0fd-4e4a-9058-27fccd5aaabe",
"risk_score": 62.5,
"confidence": 0.86
} | null | null | null | null | null | Obfuscated payload detected | Elastic SIEM Alert: MFA Bypass detected from 60.170.47.39 targeting 118.228.99.165 Obfuscated payload detected | null | null | null | null | 60.170.47.39 | 118.228.99.165 | MFA Bypass | SIG-6415 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
8c4ec287-36b7-4e85-b790-d97e712c89a6 | 2025-03-31T10:53:46 | firewall | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine UDP traffic from 212.133.135.96:401 to 66.73.141.77:14 MITRE Technique: T1071.001 | Associated Threat Actor: APT29 | {
"geo_location": "Vietnam",
"device_hash": "cc1ecbda456d7dc7186163551fa561de",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_5 rv:6.0; da-DK) AppleWebKit/533.22.3 (KHTML, like Gecko) Version/5.0.2 Safari/533.22.3",
"session_id": "e951f793-de2c-4e7a-8787-38acd40c2bdd",
"risk_score": 75.38,
"con... | null | quarantine | null | null | null | MITRE Technique: T1071.001 | Associated Threat Actor: APT29 | Firewall quarantine UDP traffic from 212.133.135.96:401 to 66.73.141.77:14 MITRE Technique: T1071.001 | Associated Threat Actor: APT29 | null | null | null | null | 212.133.135.96 | 66.73.141.77 | null | null | null | null | null | null | null | null | 401 | 14 | UDP | 937,528 | 90 | null | null |
eb6ebfc2-bb08-4cbd-b222-80185fadd02f | 2025-05-24T09:22:44 | firewall | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|high| desc=Firewall quarantine NTP traffic from 31.168.237.105:24784 to 141.238.90.174:40263 No additional info | {
"geo_location": "Bahrain",
"device_hash": "cedc507912c8991db4964d5d9cfa278c68f7a1f1b02d6106c57eb76aa2324db8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 95; Trident/4.0)",
"session_id": "8741e9ad-9fa8-4cdb-80b6-c4d06652fa77",
"risk_score": 7.54,
"confidence": 0.97
} | null | quarantine | null | null | null | No additional info | Firewall quarantine NTP traffic from 31.168.237.105:24784 to 141.238.90.174:40263 No additional info | null | null | null | null | 31.168.237.105 | 141.238.90.174 | null | null | null | null | null | null | null | null | 24,784 | 40,263 | NTP | 303,163 | 2,707 | null | null |
0f2ca102-4738-490c-a79d-a908ca466d81 | 2025-04-30T19:53:35 | ids_alert | LogRhythm v7.5.0 | emergency | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=LogRhythm Alert: AI Model Poisoning detected from 114.82.138.85 targeting 27.75.127.219 Associated Threat Actor: Equation Group | {
"geo_location": "Thailand",
"device_hash": "c281767c8c8985137ddb80c83fa0a2c403c8bf3382888f40a6caf2cf70027763",
"user_agent": "Opera/8.52.(Windows NT 11.0; lij-IT) Presto/2.9.188 Version/10.00",
"session_id": "51353afb-d95a-4ccb-b783-ad4c104586d4",
"risk_score": 8.79,
"confidence": 0.98
} | null | null | null | null | null | Associated Threat Actor: Equation Group | LogRhythm Alert: AI Model Poisoning detected from 114.82.138.85 targeting 27.75.127.219 Associated Threat Actor: Equation Group | null | null | null | null | 114.82.138.85 | 27.75.127.219 | AI Model Poisoning | SIG-9814 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
134f3b28-ab21-4d2a-808b-36b2525063f5 | 2025-04-24T23:50:38 | iot | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC side_channel No additional info | {
"geo_location": "Pakistan",
"device_hash": "5d6396f7a162aa7691f53ce1fa10e80a",
"user_agent": "Opera/8.76.(Windows CE; li-NL) Presto/2.9.170 Version/11.00",
"session_id": "26c43ff8-073d-404a-9beb-626e846e6672",
"risk_score": 43.62,
"confidence": 0.15
} | null | side_channel | null | null | null | No additional info | IoT device HVAC side_channel No additional info | null | HVAC | iot-1a144e3b | 1.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a8cbfbff-851a-48fc-8631-edddb1e79c63 | 2025-03-20T20:43:46 | endpoint | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|info| desc=Endpoint process_stop push by danielhenry No additional info noise=934915D8 | {
"geo_location": "Sao Tome and Principe",
"device_hash": "3458c15272c70b15771d77886dc2866e1f5ccad8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Trident/4.0)",
"session_id": "cc41befb-09a9-468c-85ea-af33bb498fe7",
"risk_score": 59.1,
"confidence": 0.36
} | danielhenry | process_stop | push | 4,279 | svchost.exe | No additional info | Endpoint process_stop push by danielhenry No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c3973d6a-c39e-4bca-82ab-72d3e8c462b1 | 2025-06-07T00:29:32 | auth | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|low| desc=Auth success for churchwesley via passwordless from 44.112.145.166 No additional info | {
"geo_location": "Vietnam",
"device_hash": "c49c354945f1294b6c94cea731a6c3c04f7a0c402b34f75098376886efa8b17c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/3.1)",
"session_id": "97c409e2-ecb6-4355-b9a3-29114f5da1c3",
"risk_score": 64.74,
"confidence": 0.33
} | churchwesley | success | null | null | null | No additional info | Auth success for churchwesley via passwordless from 44.112.145.166 No additional info | null | null | null | null | 44.112.145.166 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 43:1d:fb:02:85:99 |
10ca93d6-9de0-4613-b3cc-96460b431873 | 2025-04-06T09:13:04 | iot | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor physical_tamper No additional info | {
"geo_location": "Argentina",
"device_hash": "7dcbdab7b0e7f41577696a822d5dd622046eed02",
"user_agent": "Mozilla/5.0 (Android 4.1.1; Mobile; rv:61.0) Gecko/61.0 Firefox/61.0",
"session_id": "cb9bacd4-b534-4e74-8d08-12a95c7aca02",
"risk_score": 73.26,
"confidence": 0.9
} | null | physical_tamper | null | null | null | No additional info | IoT device Sensor physical_tamper No additional info | null | Sensor | iot-170180f3 | 4.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1c220ca1-1014-4edf-9266-83d08721d2cc | 2025-03-18T23:06:31 | firewall | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine HTTP traffic from 59.234.204.108:1003 to 94.153.126.40:32716 No additional info | {
"geo_location": "Russian Federation",
"device_hash": "e1c660717d5502f78bd6753f801d6645af8e2a50",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/4.0)",
"session_id": "3e085276-f5f3-41f7-b2ca-eab913105f16",
"risk_score": 0,
"confidence": 0.98
} | null | quarantine | null | null | null | No additional info | Firewall quarantine HTTP traffic from 59.234.204.108:1003 to 94.153.126.40:32716 No additional info | null | null | null | null | 59.234.204.108 | 94.153.126.40 | null | null | null | null | null | null | null | null | 1,003 | 32,716 | HTTP | 920,960 | 583 | null | null |
f1613263-1b34-4344-aed7-1698ffbf5e66 | 2025-06-10T15:29:35 | firewall | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only ICMP traffic from 1.91.197.108:132 to 170.63.169.216:81 MITRE Technique: T1078.004 | {
"geo_location": "Macao",
"device_hash": "a1089b7721ee504ffda016b1981f58765a01c2102f8ca6f549ede6f2ac1555ba",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_1) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/58.0.863.0 Safari/533.2",
"session_id": "0f6a0e63-75dd-4d3c-b0bd-bd514648e0b2",
"risk_score": 3... | null | log-only | null | null | null | MITRE Technique: T1078.004 | Firewall log-only ICMP traffic from 1.91.197.108:132 to 170.63.169.216:81 MITRE Technique: T1078.004 | null | null | null | null | 1.91.197.108 | 170.63.169.216 | null | null | null | null | null | null | null | null | 132 | 81 | ICMP | 945,830 | 411 | null | null |
2781b5b5-156d-4e3b-9429-da28d3a61b9d | 2025-04-27T07:19:24 | firewall | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine RDP traffic from 111.4.42.5:573 to 200.86.240.155:376 MITRE Technique: T1547.001 | {
"geo_location": "Gambia",
"device_hash": "f250a86f6323c93dfb7e588caccb5d43d2e72c0a18875841ddcdf5d43bb72e83",
"user_agent": "Mozilla/5.0 (Android 2.0.1; Mobile; rv:68.0) Gecko/68.0 Firefox/68.0",
"session_id": "18c73cf1-8d1c-41e7-b86c-352e3144041e",
"risk_score": 48.25,
"confidence": 0.35
} | null | quarantine | null | null | null | MITRE Technique: T1547.001 | Firewall quarantine RDP traffic from 111.4.42.5:573 to 200.86.240.155:376 MITRE Technique: T1547.001 | null | null | null | null | 111.4.42.5 | 200.86.240.155 | null | null | null | null | null | null | null | null | 573 | 376 | RDP | 573,660 | 323 | null | null |
ef2690c7-140e-446d-b507-06b163c78ad7 | 2025-01-18T23:02:14 | network | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 156.64.248.57 to 170.209.125.216 Associated Threat Actor: APT29 | {
"geo_location": "Gabon",
"device_hash": "c5b6947928572078c737331a6ad451ac",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_7 rv:6.0; sa-IN) AppleWebKit/532.46.5 (KHTML, like Gecko) Version/5.0.1 Safari/532.46.5",
"session_id": "2dc2495b-04c9-4b03-b61f-3428fceacd66",
"risk_score": 78.14,
"conf... | null | latency_spike | null | null | null | Associated Threat Actor: APT29 | Network latency_spike from 156.64.248.57 to 170.209.125.216 Associated Threat Actor: APT29 | null | null | null | null | 156.64.248.57 | 170.209.125.216 | null | null | null | null | null | null | null | null | null | null | ICMP | 547,225 | null | null | null |
9e8fe340-b7bc-48dd-908e-dad3221cfe85 | 2025-01-21T11:35:41 | network | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|high| desc=Network bandwidth_usage from 94.241.231.104 to 103.32.36.74 No additional info | {
"geo_location": "Papua New Guinea",
"device_hash": "21cad6f9907925d30d1b062275f15c64",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; pt-PT) AppleWebKit/533.17.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6533.17.1",
"session_id": "141ca662-8183-4669-b40d-62df8cbaa848",
"ri... | null | bandwidth_usage | null | null | null | No additional info | Network bandwidth_usage from 94.241.231.104 to 103.32.36.74 No additional info | null | null | null | null | 94.241.231.104 | 103.32.36.74 | null | null | null | null | null | null | null | null | null | null | HTTP | 914,870 | null | null | null |
8825e0a8-671f-4d9a-9e0d-e6a76e3b852b | 2025-05-23T01:03:54 | 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: XSS detected from 157.114.124.251 targeting 162.190.107.168 No additional info noise=how|rock|sea | {
"geo_location": "Saint Helena",
"device_hash": "9823cf26bb51c7c5abaf758eb3b30ddebb1494bb",
"user_agent": "Opera/9.17.(X11; Linux i686; ka-GE) Presto/2.9.181 Version/12.00",
"session_id": "a905f8c2-cd1b-4ac7-8580-d69c6ef2aff7",
"risk_score": 71.56,
"confidence": 0.78
} | null | null | null | null | null | No additional info | FireEye HX Alert: XSS detected from 157.114.124.251 targeting 162.190.107.168 No additional info | null | null | null | null | 157.114.124.251 | 162.190.107.168 | XSS | SIG-9666 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
f1c78a7c-f3d0-4c37-9277-39a043033f9c | 2025-05-29T09:14:19 | auth | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|medium| desc=Auth success for anneortiz via OAuth from 22.36.198.233 Possible golden ticket usage noise=882683A7 | {
"geo_location": "Canada",
"device_hash": "e3f12a3cdce817625ceb48adf1671feaac6d00732f61a524f9e4ff8063956ef6",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_5) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/36.0.812.0 Safari/532.1",
"session_id": "7e72b427-0d08-4736-96e3-aa7bb005ce80",
"risk_score": ... | anneortiz | success | null | null | null | Possible golden ticket usage | Auth success for anneortiz via OAuth from 22.36.198.233 Possible golden ticket usage | null | null | null | null | 22.36.198.233 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 3b:66:08:75:21:97 |
e8e8ab8a-4d28-4ada-a3b5-df2b68562d53 | 2025-01-12T21:10:27 | auth | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|info| desc=Auth locked for daniel73 via biometric from 28.180.159.192 No additional info noise=Rmx5IGZhc3Qu | {
"geo_location": "Marshall Islands",
"device_hash": "1d49b1542c00ace9da51a22fedc5dadb",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; li-NL) AppleWebKit/531.50.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B117 Safari/6531.50.4",
"session_id": "f745406f-5bc5-422a-9273-396c32002569",
"ri... | daniel73 | locked | null | null | null | No additional info | Auth locked for daniel73 via biometric from 28.180.159.192 No additional info | null | null | null | null | 28.180.159.192 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | a3:83:3c:12:e9:49 |
8d91a8be-ceaa-4494-b575-89677a789fac | 2025-03-15T21:23:03 | network | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 176.254.192.149 to 218.160.248.148 No additional info | {
"geo_location": "Korea",
"device_hash": "b7ebd22d9ffa3d725d9269a74cd258fa2250f4df8ab6989cfd29e0f060aeb258",
"user_agent": "Opera/9.58.(X11; Linux x86_64; hy-AM) Presto/2.9.174 Version/10.00",
"session_id": "832d59c2-6fc3-4b42-b47c-00bbabdd01a5",
"risk_score": 53.25,
"confidence": 0.73
} | null | protocol_anomaly | null | null | null | No additional info | Network protocol_anomaly from 176.254.192.149 to 218.160.248.148 No additional info | null | null | null | null | 176.254.192.149 | 218.160.248.148 | null | null | null | null | null | null | null | null | null | null | HTTPS | 882,981 | null | null | null |
a1eeead8-dbbc-4cfc-8459-09a2446efcf6 | 2025-02-20T14:33:11 | firewall | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only SSH traffic from 67.139.92.100:86 to 44.83.30.104:32618 No additional info | {
"geo_location": "North Korea",
"device_hash": "d8a4c69702b9a97e4cf60c1e9d4efd64032a4145e57c82b3e1635d7863b5500f",
"user_agent": "Opera/8.81.(X11; Linux x86_64; quz-PE) Presto/2.9.189 Version/11.00",
"session_id": "b506452d-579a-46dc-ae14-a1e6d491c4b5",
"risk_score": 70.1,
"confidence": 0.69
} | null | log-only | null | null | null | No additional info | Firewall log-only SSH traffic from 67.139.92.100:86 to 44.83.30.104:32618 No additional info | null | null | null | null | 67.139.92.100 | 44.83.30.104 | null | null | null | null | null | null | null | null | 86 | 32,618 | SSH | 681,233 | 1,616 | null | null |
30800e15-2b29-4b7f-bc65-9c44b4f3652d | 2025-04-11T03:11:56 | ids_alert | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|low| desc=Suricata Alert: Credential Stuffing detected from 15.106.51.160 targeting 179.171.10.158 No additional info | {
"geo_location": "Netherlands",
"device_hash": "4f0ad04ed449c39f57838349b98777fe6827f384",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 9_3_5 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) FxiOS/11.0r6536.0 Mobile/70E408 Safari/534.0",
"session_id": "9293d88f-afbe-450f-b9f3-2d385e28e14b",
"risk_score"... | null | null | null | null | null | No additional info | Suricata Alert: Credential Stuffing detected from 15.106.51.160 targeting 179.171.10.158 No additional info | {
"baseline_deviation": 2.55,
"entropy": 7.47,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 15.106.51.160 | 179.171.10.158 | Credential Stuffing | SIG-9756 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
491474e8-a632-4d64-b456-4c4adab648a6 | 2025-06-28T09:08:27 | ids_alert | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|high| desc=Vectra AI Alert: Container Escape detected from 189.209.255.15 targeting 72.29.173.205 MITRE Technique: T1059.001 noise=RGlzY3Vzcy4= | {
"geo_location": "Bahrain",
"device_hash": "9918fbc3bb8130181068cdf8bccdfa4e956b0817",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 12_4_4 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) CriOS/48.0.802.0 Mobile/00R231 Safari/532.1",
"session_id": "941b63eb-9473-4b3f-94cb-92a87cdb1d15",
"risk_score": 59... | null | null | null | null | null | MITRE Technique: T1059.001 | Vectra AI Alert: Container Escape detected from 189.209.255.15 targeting 72.29.173.205 MITRE Technique: T1059.001 | {
"baseline_deviation": 1.17,
"entropy": 6.15,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 189.209.255.15 | 72.29.173.205 | Container Escape | SIG-1024 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
3cbf9457-36d8-482a-b761-eb02a747a7dd | 2025-07-05T02:53:24 | auth | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|info| desc=Auth timeout for sneal via OAuth from 14.175.57.170 MITRE Technique: T1574.002 | {
"geo_location": "Saudi Arabia",
"device_hash": "d14508aeeab1716df4956c63f9f9ae65",
"user_agent": "Opera/8.21.(Windows NT 5.01; ru-UA) Presto/2.9.163 Version/11.00",
"session_id": "0c804a75-5446-46b9-8e1a-eca0c17da149",
"risk_score": 62.22,
"confidence": 0.71
} | sneal | timeout | null | null | null | MITRE Technique: T1574.002 | Auth timeout for sneal via OAuth from 14.175.57.170 MITRE Technique: T1574.002 | null | null | null | null | 14.175.57.170 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 48:eb:fd:88:9d:b6 |
4d632971-f6ca-4ffd-875e-125856500a24 | 2025-04-17T03:14:56 | iot | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|low| desc=IoT device Camera firmware_update MITRE Technique: T1134.001 | Associated Threat Actor: Equation Group | {
"geo_location": "Iran",
"device_hash": "f24f42cdac5a6b89cb9bc991a498b05a5b75fb2b",
"user_agent": "Opera/8.28.(X11; Linux x86_64; ve-ZA) Presto/2.9.189 Version/10.00",
"session_id": "89d1cc96-a372-4017-8a82-21f98c69a99c",
"risk_score": 55.13,
"confidence": 0.13
} | null | firmware_update | null | null | null | MITRE Technique: T1134.001 | Associated Threat Actor: Equation Group | IoT device Camera firmware_update MITRE Technique: T1134.001 | Associated Threat Actor: Equation Group | null | Camera | iot-cbb4c29b | 4.2 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f3cfe5bf-476f-4f47-b10a-8f5e4f66904d | 2025-05-01T21:44:56 | network | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|info| desc=Network disconnection from 68.92.124.93 to 191.232.194.73 MITRE Technique: T1134.001 | {
"geo_location": "Philippines",
"device_hash": "41c8d818ee75adfb3adf5b475116aec2a5331b75e6cccb52ae67ce3ffdac318f",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_8 rv:3.0; da-DK) AppleWebKit/534.38.1 (KHTML, like Gecko) Version/4.1 Safari/534.38.1",
"session_id": "2f3ba7be-ddc6-4820-bd47-a97afe41... | null | disconnection | null | null | null | MITRE Technique: T1134.001 | Network disconnection from 68.92.124.93 to 191.232.194.73 MITRE Technique: T1134.001 | null | null | null | null | 68.92.124.93 | 191.232.194.73 | null | null | null | null | null | null | null | null | null | null | ICMP | 555,405 | null | null | null |
40bfac3a-0300-4bdb-96c7-391195b296cb | 2026-09-02T14:00:23 | cloud | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in GCP by khutchinson No additional info | {
"geo_location": "Cyprus",
"device_hash": "200b001924541d8c58de85cf38ca0e1f9e51f72c554c6ee17916032e9019e0f9",
"user_agent": "Mozilla/5.0 (Android 2.1; Mobile; rv:42.0) Gecko/42.0 Firefox/42.0",
"session_id": "0a690df0-347c-4274-9378-066de2378bab",
"risk_score": 18.26,
"confidence": 0.18
} | khutchinson | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in GCP by khutchinson No additional info | null | null | null | null | null | null | null | null | null | GCP | res-81182afd | null | null | null | null | null | null | null | null | null | null |
4e4096f3-ccf0-40e0-9931-e7a6161592cb | 2025-02-25T22:58:19 | iot | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|high| desc=IoT device Medical side_channel MITRE Technique: T1547.001 | {
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "929694073fa5bd8b20e2567a90458167a35bf3fc1a59144bdbe716f686c0418a",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/534.9.1 (KHTML, like Gecko) Version/4.0.1 Safari/534.9.1",
"session_id": "2f34c165-94ab-440e-a7af-321885b6... | null | side_channel | null | null | null | MITRE Technique: T1547.001 | IoT device Medical side_channel MITRE Technique: T1547.001 | null | Medical | iot-8686e025 | 9.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b7d19920-f785-4710-adf6-b18afeab0671 | 2025-01-29T15:35:09 | network | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|high| desc=Network protocol_anomaly from 18.49.152.79 to 161.233.108.18 Possible protocol tunneling | {
"geo_location": "Guadeloupe",
"device_hash": "6668b52f6752941863708b1ef7bdf54f5fccf166",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_9 rv:2.0; ne-NP) AppleWebKit/532.14.7 (KHTML, like Gecko) Version/4.0.2 Safari/532.14.7",
"session_id": "cf3c2aab-1f68-450b-8ff1-0a679502e14a",
"risk_score"... | null | protocol_anomaly | null | null | null | Possible protocol tunneling | Network protocol_anomaly from 18.49.152.79 to 161.233.108.18 Possible protocol tunneling | null | null | null | null | 18.49.152.79 | 161.233.108.18 | null | null | null | null | null | null | null | null | null | null | ICMP | 321,926 | null | null | null |
941628cd-2fc7-4f8e-aa27-343308a0624d | 2025-02-15T08:55:18 | ids_alert | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|high| desc=LogRhythm Alert: Cloud API Abuse detected from 10.8.121.12 targeting 33.179.145.194 Associated Threat Actor: Conti | {
"geo_location": "Turks and Caicos Islands",
"device_hash": "e98ae3f152fd0d3406b9dc5c17830d63a45262f1859b1b19aadad1db9e2bf59f",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; unm-US) AppleWebKit/535.50.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B117 Safari/6535.50.1",
"session_id": "dd8... | null | null | null | null | null | Associated Threat Actor: Conti | LogRhythm Alert: Cloud API Abuse detected from 10.8.121.12 targeting 33.179.145.194 Associated Threat Actor: Conti | null | null | null | null | 10.8.121.12 | 33.179.145.194 | Cloud API Abuse | SIG-5319 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
7c32fb7c-bd91-4f36-891d-862414cb241a | 2025-05-07T07:15:13 | ids_alert | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|medium| desc=Darktrace Alert: XSS detected from 169.53.69.151 targeting 200.211.29.32 Associated Threat Actor: APT34 noise=special|night|like | {
"geo_location": "British Virgin Islands",
"device_hash": "501f557d69d72ccf5a27845da4d1e3486ebf6700",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/533.6.4 (KHTML, like Gecko) Version/5.0.4 Safari/533.6.4",
"session_id": "0da59831-688d-4e9e-8895-373d29664bbd",
"risk_score": 47.13,
"c... | null | null | null | null | null | Associated Threat Actor: APT34 | Darktrace Alert: XSS detected from 169.53.69.151 targeting 200.211.29.32 Associated Threat Actor: APT34 | null | null | null | null | 169.53.69.151 | 200.211.29.32 | XSS | SIG-9076 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
21b5d0de-55fd-4f7d-8720-bff2ca3d07b8 | 2025-06-27T06:58:30 | ai | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|info| desc=AI system model_access by pglover MITRE Technique: T1574.002 noise=tag | {
"geo_location": "Czech Republic",
"device_hash": "269addf42d9cc15fb116cd7fa448aaa4884d67aae67a88b7a09ae246cd21ec72",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.01; Trident/5.0)",
"session_id": "38142671-3e6c-45b4-90a0-11f97f5fda2f",
"risk_score": 85.23,
"confidence": 0.4
} | pglover | model_access | null | null | null | MITRE Technique: T1574.002 | AI system model_access by pglover MITRE Technique: T1574.002 | null | null | null | null | null | null | null | null | null | null | null | model-6d79f0ae | be51b725be50e84c5f7e82a081a077f5 | 2473a6737dd97f570d1ceb7204bd6e6736092076ae94efdb98df39d8b63499f8 | null | null | null | null | null | null | null |
63b49217-1e40-451d-81c6-1dd47fa2940b | 2028-01-01T09:35:25 | firewall | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine SMB traffic from 56.116.23.131:502 to 155.165.20.15:721 No additional info | {
"geo_location": "Australia",
"device_hash": "8e611435d2fc4be262d2f61a431edd5da26e75c0",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_3 rv:3.0; nn-NO) AppleWebKit/534.39.2 (KHTML, like Gecko) Version/4.0 Safari/534.39.2",
"session_id": "aa33ddd7-94e1-47db-885c-ae6f69a20abb",
"risk_score": 67... | null | quarantine | null | null | null | No additional info | Firewall quarantine SMB traffic from 56.116.23.131:502 to 155.165.20.15:721 No additional info | null | null | null | null | 56.116.23.131 | 155.165.20.15 | null | null | null | null | null | null | null | null | 502 | 721 | SMB | 736,452 | 1,235 | null | null |
0afe6b28-a30c-4130-b005-b795dfa54d2e | 2025-04-17T17:09:26 | endpoint | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|info| desc=Endpoint persistence_mechanism /data/tend.html by joseph16 No additional info | {
"geo_location": "Cyprus",
"device_hash": "057b3dcceb60fc03419974010ef6a7d32c4ddca371105d23e99cb91821e556ef",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_6 rv:2.0; pap-AW) AppleWebKit/534.24.6 (KHTML, like Gecko) Version/5.0 Safari/534.24.6",
"session_id": "2d9dec62-23f7-4b26-8907-2543c2bd8770",... | joseph16 | persistence_mechanism | /data/tend.html | 593 | explorer.exe | No additional info | Endpoint persistence_mechanism /data/tend.html by joseph16 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
634a1aea-2462-4e68-86d2-cbcbfe6c3ab7 | 2025-02-12T13:27:22 | ids_alert | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|high| desc=Vectra AI Alert: DNS Tunneling detected from 38.153.155.76 targeting 195.118.166.29 No additional info | {
"geo_location": "Japan",
"device_hash": "ef6166be2fffa58fbc443a56ce9df1ad3bcec753",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/3.1)",
"session_id": "b4cc15c0-4845-40ef-b350-b76392cfe5a5",
"risk_score": 72.47,
"confidence": 0.79
} | null | null | null | null | null | No additional info | Vectra AI Alert: DNS Tunneling detected from 38.153.155.76 targeting 195.118.166.29 No additional info | null | null | null | null | 38.153.155.76 | 195.118.166.29 | DNS Tunneling | SIG-8711 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
73e799ac-887a-4994-b0da-d1bfaa1777f2 | 2025-04-16T03:26:14 | iot | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|low| desc=IoT device Camera unusual_activity Associated Threat Actor: Wizard Spider | {
"geo_location": "Gambia",
"device_hash": "3056e27e1a2f9526a8a16c02d0ab52983a2752db3367d3fe26ad7af1d524aa57",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_2_1 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/15.5f5113.0 Mobile/17A931 Safari/536.0",
"session_id": "2ef517cb-9abf-4263-bf8e-838484960... | null | unusual_activity | null | null | null | Associated Threat Actor: Wizard Spider | IoT device Camera unusual_activity Associated Threat Actor: Wizard Spider | {
"baseline_deviation": 2.77,
"entropy": 2.48,
"frequency_anomaly": true,
"sequence_anomaly": true
} | Camera | iot-e5ce520f | 4.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1a7db298-3620-41ef-9967-3aef9fcd1a90 | 2025-05-07T15:17:24 | auth | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|medium| desc=Auth success for samuel37 via SAML from 174.22.143.230 No additional info | {
"geo_location": "Finland",
"device_hash": "be9ef9fbb11e12f0392c2f64f4bea673",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_6) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/42.0.840.0 Safari/534.2",
"session_id": "d389d07b-492f-41fa-90d7-4c2bad2dde6b",
"risk_score": 21.07,
"confidence": 0.... | samuel37 | success | null | null | null | No additional info | Auth success for samuel37 via SAML from 174.22.143.230 No additional info | null | null | null | null | 174.22.143.230 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | b6:34:69:1c:b9:e3 |
fbb43715-1d6f-41a9-a0c8-c10a926e04a2 | 2025-02-10T21:47:26 | 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 129.110.216.230 to 101.132.41.198 Associated Threat Actor: REvil | {
"geo_location": "New Caledonia",
"device_hash": "e7855a60a3445675a41f734f2e1c20eb",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_1) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/31.0.823.0 Safari/535.0",
"session_id": "7e0e2c44-422d-41c6-91b6-ceac0d844ae9",
"risk_score": 51.54,
"confidence":... | null | latency_spike | null | null | null | Associated Threat Actor: REvil | Network latency_spike from 129.110.216.230 to 101.132.41.198 Associated Threat Actor: REvil | null | null | null | null | 129.110.216.230 | 101.132.41.198 | null | null | null | null | null | null | null | null | null | null | TCP | 457,667 | null | null | null |
363048b3-f690-42f4-9f25-51f1a956cf17 | 2025-01-30T18:19:10 | ai | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|critical| desc=AI system training_data_poisoning by kaitlynaguilar No additional info | {
"geo_location": "Portugal",
"device_hash": "3f055ece808f9e3fc88d7f366c2a04a6",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_6 rv:3.0; os-RU) AppleWebKit/533.32.6 (KHTML, like Gecko) Version/4.0.2 Safari/533.32.6",
"session_id": "0758099a-6f23-4d45-858d-2ac008c1c02d",
"risk_score": 63.3,
"confi... | kaitlynaguilar | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by kaitlynaguilar No additional info | null | null | null | null | null | null | null | null | null | null | null | model-e6a9ac51 | dadaf61853802814cb3c155478ff1f32 | 8ec7371c1749511405be82fe89f964e1d7cb1a23 | null | null | null | null | null | null | null |
44a2e535-2eda-4235-a2fe-c4f24d2d7c99 | 2025-07-01T18:31:56 | ai | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by chelseaschultz MITRE Technique: T1078.004 | {
"geo_location": "Sierra Leone",
"device_hash": "97d21960b581dacf2a500287658a89f5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Trident/5.1)",
"session_id": "4f77bf94-ecfb-4548-89fe-7ac046439f7b",
"risk_score": 13.7,
"confidence": 0.28
} | chelseaschultz | prompt_injection | null | null | null | MITRE Technique: T1078.004 | AI system prompt_injection by chelseaschultz MITRE Technique: T1078.004 | {
"baseline_deviation": 1.64,
"entropy": 4.47,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | model-b334c971 | dfa21dc6475b3a2d5ddcdf5105a4c0e4 | 677d4fc95c9cffb80a41750ac5211b8b | null | null | null | null | null | null | null |
669d40fe-e0e7-4c15-ab66-9fd4bf6e7ae1 | 2025-07-05T20:35:38 | firewall | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop ICMP traffic from 26.149.41.222:886 to 189.114.203.183:42512 No additional info | {
"geo_location": "Croatia",
"device_hash": "e0543a2420bf584366b965b56e36fb9c726edb36",
"user_agent": "Opera/9.97.(Windows CE; ga-IE) Presto/2.9.180 Version/11.00",
"session_id": "99dab779-5b68-490b-9713-7bf42fac5922",
"risk_score": 49.3,
"confidence": 0.9
} | null | drop | null | null | null | No additional info | Firewall drop ICMP traffic from 26.149.41.222:886 to 189.114.203.183:42512 No additional info | null | null | null | null | 26.149.41.222 | 189.114.203.183 | null | null | null | null | null | null | null | null | 886 | 42,512 | ICMP | 683,045 | 98 | null | null |
43bd9439-b74f-4963-9f29-6f65654f520f | 2025-02-28T09:37:39 | network | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|critical| desc=Network protocol_anomaly from 42.251.242.44 to 203.61.67.91 No additional info | {
"geo_location": "Timor-Leste",
"device_hash": "8b4b67c94df10475045efd7b61148aab4c418893",
"user_agent": "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/58.0.854.0 Safari/536.1",
"session_id": "ab5aecbf-50e1-4535-b216-b44c11a99cce",
"risk_score": 45.72,
"confidence": 0.45
} | null | protocol_anomaly | null | null | null | No additional info | Network protocol_anomaly from 42.251.242.44 to 203.61.67.91 No additional info | null | null | null | null | 42.251.242.44 | 203.61.67.91 | null | null | null | null | null | null | null | null | null | null | HTTPS | 33,534 | null | null | null |
4341c3be-a263-43d8-b41e-dcfdf1ee0d0b | 2025-05-16T02:07:00 | cloud | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud storage_access in Azure by beckyhernandez No additional info | {
"geo_location": "Gambia",
"device_hash": "822a74d1844f1c9a3d48af1cbae642dbc0291c15c1b7ef1c0b7c0aa36ff5d69d",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; te-IN; rv:1.9.2.20) Gecko/4501-10-08 14:21:06 Firefox/3.8",
"session_id": "ee579f44-7f41-4602-bdc2-0faa7a75a992",
"risk_score": 78.88,
"confidence": 0.02... | beckyhernandez | storage_access | null | null | null | No additional info | Cloud storage_access in Azure by beckyhernandez No additional info | null | null | null | null | null | null | null | null | null | Azure | res-7e227e7f | null | null | null | null | null | null | null | null | null | null |
2eeef55b-e582-4282-aa70-f2fb8edcc997 | 2025-05-03T13:38:05 | iot | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|high| desc=IoT device Camera physical_tamper No additional info | {
"geo_location": "North Korea",
"device_hash": "a9924085400d3d93443b82faecc77f70",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 10.0; Trident/5.0)",
"session_id": "f89aceb1-35ef-4db7-b540-7269bb592d24",
"risk_score": 41.97,
"confidence": 0.46
} | null | physical_tamper | null | null | null | No additional info | IoT device Camera physical_tamper No additional info | null | Camera | iot-c1c781a7 | 6.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e98440df-dfaa-452d-8be5-980f5a9db107 | 2025-05-22T11:48:23 | firewall | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall inspect HTTPS traffic from 10.187.104.204:320 to 42.226.136.193:223 MITRE Technique: T1547.001 | Associated Threat Actor: APT38 | {
"geo_location": "Brazil",
"device_hash": "8572ad9974a7564cfe48a65cc28a02070bd5dd02",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_3) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/30.0.854.0 Safari/532.0",
"session_id": "c4a9fcbc-577d-4e3d-a28a-63f659761a98",
"risk_score": 37.86,
"confidenc... | null | inspect | null | null | null | MITRE Technique: T1547.001 | Associated Threat Actor: APT38 | Firewall inspect HTTPS traffic from 10.187.104.204:320 to 42.226.136.193:223 MITRE Technique: T1547.001 | Associated Threat Actor: APT38 | null | null | null | null | 10.187.104.204 | 42.226.136.193 | null | null | null | null | null | null | null | null | 320 | 223 | HTTPS | 587,802 | 250 | null | null |
024c5cdd-90e4-4aeb-a169-8573bb44615f | 2025-01-29T13:18:27 | iot | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor unusual_activity No additional info | {
"geo_location": "Burkina Faso",
"device_hash": "b0ee1f8ff2fa14a012daa5b2c07ed053",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/37.0.851.0 Safari/532.0",
"session_id": "e64804cc-a8c7-4419-93fd-5348a7dc770e",
"risk_score": 13.99,
"confidence": 0.68
} | null | unusual_activity | null | null | null | No additional info | IoT device Sensor unusual_activity No additional info | null | Sensor | iot-f1f406f3 | 6.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8cd2df35-0d48-441f-8693-53760d7c7a5d | 2025-05-26T02:01:50 | endpoint | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint registry_change /money/ever.mp4 by whitelindsey MITRE Technique: T1543.003 | {
"geo_location": "Colombia",
"device_hash": "48423a4bc78b7d0a64578ae7d6d0037796a450f5",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 11_4_1 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) FxiOS/15.8u5624.0 Mobile/45M075 Safari/533.2",
"session_id": "67948c7e-4468-49f0-8380-e51cc930fdf8",
"risk_scor... | whitelindsey | registry_change | /money/ever.mp4 | 2,545 | explorer.exe | MITRE Technique: T1543.003 | Endpoint registry_change /money/ever.mp4 by whitelindsey 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 |
dfec9963-f5b0-4ec3-bbac-ce95917fb19c | 2025-05-22T01:01:19 | network | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|high| desc=Network disconnection from 55.31.204.196 to 1.207.216.221 No additional info | {
"geo_location": "New Caledonia",
"device_hash": "13b98b5ecdc4cb73b6e50a776737c52248ccb8512636df0b56c07b7f32d43096",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_1 rv:3.0; st-ZA) AppleWebKit/534.9.2 (KHTML, like Gecko) Version/4.1 Safari/534.9.2",
"session_id": "bb234db5-3366-4d66-8875-fbc3605cfe8... | null | disconnection | null | null | null | No additional info | Network disconnection from 55.31.204.196 to 1.207.216.221 No additional info | null | null | null | null | 55.31.204.196 | 1.207.216.221 | null | null | null | null | null | null | null | null | null | null | HTTPS | 923,684 | null | null | null |
e2ccaa9b-a4ef-4539-80ac-e3d438589f4a | 2025-03-25T22:17:59 | ai | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by nwilliams MITRE Technique: T1574.002 noise=explore | {
"geo_location": "Samoa",
"device_hash": "c47a17904adce69bd4844681369ce188dd2e0f52b7e53e568e5d9df86639cbc4",
"user_agent": "Mozilla/5.0 (Android 3.2.6; Mobile; rv:40.0) Gecko/40.0 Firefox/40.0",
"session_id": "1138db03-8bfb-4a65-8fff-3fdef2fdb529",
"risk_score": 66.31,
"confidence": 0.81
} | nwilliams | prompt_injection | null | null | null | MITRE Technique: T1574.002 | AI system prompt_injection by nwilliams MITRE Technique: T1574.002 | null | null | null | null | null | null | null | null | null | null | null | model-b0ab3e14 | f0948451b5040d03fab2cfc0157461078c209644 | f7e742444919f3914fe22124321d8f9e73090465d8794adfc022a4c167c66ca7 | null | null | null | null | null | null | null |
21348947-16e6-4f89-b7b5-9b2164379942 | 2025-05-17T10:42:14 | firewall | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|info| desc=Firewall quarantine RDP traffic from 184.222.164.89:4631 to 36.42.202.47:426 No additional info noise=A5E7C39B | {
"geo_location": "Samoa",
"device_hash": "221d56b4052d28d6e59e2ab65f408e494288e23a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.2; Trident/3.1)",
"session_id": "ce3e87a5-fbed-4aaf-8885-21229abe7fce",
"risk_score": 40.44,
"confidence": 0.01
} | null | quarantine | null | null | null | No additional info | Firewall quarantine RDP traffic from 184.222.164.89:4631 to 36.42.202.47:426 No additional info | null | null | null | null | 184.222.164.89 | 36.42.202.47 | null | null | null | null | null | null | null | null | 4,631 | 426 | RDP | 215,457 | 626 | null | null |
90ecc437-b0ae-4d04-9c19-7e52d110a794 | 2025-03-14T16:23:07 | ids_alert | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|critical| desc=Wazuh Alert: Fileless Attack detected from 80.245.240.71 targeting 10.150.55.136 No additional info | {
"geo_location": "Cambodia",
"device_hash": "36322ee02e6f2812fea8a7ff7ddd4b20e0685f93",
"user_agent": "Opera/9.59.(Windows 98; Win 9x 4.90; te-IN) Presto/2.9.190 Version/11.00",
"session_id": "4ec83501-f427-445b-bce7-e28b3c16b834",
"risk_score": 62.76,
"confidence": 0.28
} | null | null | null | null | null | No additional info | Wazuh Alert: Fileless Attack detected from 80.245.240.71 targeting 10.150.55.136 No additional info | null | null | null | null | 80.245.240.71 | 10.150.55.136 | Fileless Attack | SIG-2042 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
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