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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43f96894-fc9b-42e2-95d2-ea069d622cd5 | 2025-04-19T11:59:55 | firewall | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow NTP traffic from 89.142.10.90:267 to 140.117.169.202:987 MITRE Technique: T1134.001 | Associated Threat Actor: Cobalt Group | Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Kyrgyz Republic",
"device_hash": "72a0f50c24424ec5d87e17d9b0ced5962e9f1e7e",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_2 rv:6.0; nds-DE) AppleWebKit/535.47.1 (KHTML, like Gecko) Version/5.0.3 Safari/535.47.1",
"session_id": "8a32ae68-3b95-46f4-9e5c-c9d119ad9258",
"risk_s... | null | allow | null | null | null | MITRE Technique: T1134.001 | Associated Threat Actor: Cobalt Group | Unconventional IOC: Thermal sensor anomalies | Firewall allow NTP traffic from 89.142.10.90:267 to 140.117.169.202:987 MITRE Technique: T1134.001 | Associated Threat Actor: Cobalt Group | Unconventional IOC: Thermal sensor anomalies | null | null | null | null | 89.142.10.90 | 140.117.169.202 | null | null | null | null | null | null | null | null | 267 | 987 | NTP | 836,125 | 2,024 | null | null |
130117ea-4142-4e9c-9a65-24f67dc7abe3 | 2025-07-02T22:29:21 | firewall | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall drop ICMP traffic from 94.177.29.112:232 to 92.129.215.199:28664 No additional info | {
"geo_location": "Martinique",
"device_hash": "617ebac969bb6adb373edff916c477a2bde70a9690662d7db8c17b92c54f3858",
"user_agent": "Opera/9.91.(Windows NT 6.1; yi-US) Presto/2.9.181 Version/10.00",
"session_id": "27a50fc9-cb32-46ad-91c0-6a30b72dd105",
"risk_score": 71.99,
"confidence": 0.99
} | null | drop | null | null | null | No additional info | Firewall drop ICMP traffic from 94.177.29.112:232 to 92.129.215.199:28664 No additional info | {
"baseline_deviation": 1.4,
"entropy": 7.86,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 94.177.29.112 | 92.129.215.199 | null | null | null | null | null | null | null | null | 232 | 28,664 | ICMP | 671,786 | 2,759 | null | null |
5f8f1f8a-1928-4db0-9a89-da2c7d49e5b6 | 2025-03-28T20:40:43 | network | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|medium| desc=Network connection from 223.175.42.45 to 63.229.33.167 No additional info | {
"geo_location": "Mongolia",
"device_hash": "56c3de6d2d141c81ee41c0ff61ac3d60",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 6_1_6 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/18.3y0210.0 Mobile/99N804 Safari/535.0",
"session_id": "8e61fc9f-f9f5-458f-ba46-ba11f2ef3540",
"risk_score": 59.91,
... | null | connection | null | null | null | No additional info | Network connection from 223.175.42.45 to 63.229.33.167 No additional info | null | null | null | null | 223.175.42.45 | 63.229.33.167 | null | null | null | null | null | null | null | null | null | null | UDP | 233,329 | null | null | null |
612a8193-3ec9-4457-92ba-691b394ac855 | 2025-04-09T13:37:05 | ids_alert | AlienVault v5.7.0 | emergency | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|emergency| desc=AlienVault Alert: Credential Stuffing detected from 17.153.112.99 targeting 134.182.155.108 MITRE Technique: T1190 | {
"geo_location": "Kiribati",
"device_hash": "f16530ad7a5c43bef2e4678f6103e907e4249548",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_5_7 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) CriOS/50.0.890.0 Mobile/96L184 Safari/536.0",
"session_id": "1e1d8c91-2b76-439c-b731-89bf42cdd7e8",
"risk_score... | null | null | null | null | null | MITRE Technique: T1190 | AlienVault Alert: Credential Stuffing detected from 17.153.112.99 targeting 134.182.155.108 MITRE Technique: T1190 | {
"baseline_deviation": 1.23,
"entropy": 5.01,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 17.153.112.99 | 134.182.155.108 | Credential Stuffing | SIG-3303 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
cb5ec6e7-aa9b-4ac5-bb87-78a6366ef085 | 2025-05-02T19:41:25 | cloud | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|info| desc=Cloud config_change in AWS by williamblack No additional info noise=wp-content/category | {
"geo_location": "Martinique",
"device_hash": "640db806afa709b1eba80868ae05f996",
"user_agent": "Opera/9.59.(Windows NT 5.1; pl-PL) Presto/2.9.172 Version/12.00",
"session_id": "57a572b3-1c03-460b-989e-566208f23a81",
"risk_score": 60.83,
"confidence": 0.55
} | williamblack | config_change | null | null | null | No additional info | Cloud config_change in AWS by williamblack No additional info | null | null | null | null | null | null | null | null | null | AWS | res-dc180797 | null | null | null | null | null | null | null | null | null | null |
c578f1a9-d02f-4372-8940-45356886fd29 | 2025-04-13T02:33:34 | iot | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat physical_tamper No additional info | {
"geo_location": "Bangladesh",
"device_hash": "c1ba6025c2fa170325fab4756efec4ff",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/38.0.847.0 Safari/535.1",
"session_id": "1ddd4f68-f202-4ff4-bbea-91abe67f6d46",
"risk_score": 64.41,
"confidence": 0.44
} | null | physical_tamper | null | null | null | No additional info | IoT device Thermostat physical_tamper No additional info | null | Thermostat | iot-065d60b9 | 9.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
69ec75ff-26cc-41f5-b90d-054222d5802e | 2025-05-30T14:15:32 | firewall | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|low| desc=Firewall drop DNS traffic from 219.16.215.69:211 to 10.58.67.189:445 No additional info noise=7561AD2F | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "ab450654c93e524bed62ec8d377f266f",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/2495-10-24 11:10:00 Firefox/3.8",
"session_id": "97dda244-7e4c-4a52-bd65-832bbfae04c4",
"risk_score": 39.55,
"confidence": 0.15
} | null | drop | null | null | null | No additional info | Firewall drop DNS traffic from 219.16.215.69:211 to 10.58.67.189:445 No additional info | null | null | null | null | 219.16.215.69 | 10.58.67.189 | null | null | null | null | null | null | null | null | 211 | 445 | DNS | 125,997 | 1,350 | null | null |
b7d42ae1-144a-483c-9add-5128b905e77a | 2025-01-18T15:03:59 | iot | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat physical_tamper MITRE Technique: T1053.005 | {
"geo_location": "Italy",
"device_hash": "17015412652940dc211d6dab44a88a310251998c",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_5) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/32.0.859.0 Safari/534.1",
"session_id": "5c2dec61-8aa0-4edb-87a1-7ae89d7db327",
"risk_score": 80.66,
"confidence":... | null | physical_tamper | null | null | null | MITRE Technique: T1053.005 | IoT device Thermostat physical_tamper MITRE Technique: T1053.005 | null | Thermostat | iot-7b6abfd9 | 1.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
126ac9f7-4bf3-4dc0-88fb-b29bb6123eb7 | 2025-04-10T06:47:52 | ai | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by gsanford Associated Threat Actor: APT29 | {
"geo_location": "Singapore",
"device_hash": "0e0a394e958ee3b4200bb65445465383d7f620b8ea3ddd5f34f625ccdc6360a7",
"user_agent": "Opera/8.67.(X11; Linux x86_64; zh-CN) Presto/2.9.164 Version/10.00",
"session_id": "d9fe0438-37e9-4a06-bb97-384a3ad3a20d",
"risk_score": 34.17,
"confidence": 0.34
} | gsanford | prompt_injection | null | null | null | Associated Threat Actor: APT29 | AI system prompt_injection by gsanford Associated Threat Actor: APT29 | null | null | null | null | null | null | null | null | null | null | null | model-2d4786ce | afe5fa8f5f86b5fb573d7b44585c1b9f1de35134 | e3cb382f64cb78dade4d11cd5033dcf22b06746d39d3de026d63f7266c61d2eb | null | null | null | null | null | null | null |
f64ae3b4-1045-4bab-ada2-2feccda4b647 | 2025-06-21T09:10:04 | ai | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by melissasalas No additional info | {
"geo_location": "Saint Helena",
"device_hash": "29b5e12843aa8d7de731fa7ef25028b7723c7b7a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/5.0)",
"session_id": "6f6beebf-ce47-4d2d-bd38-c37f6bfdc099",
"risk_score": 22.76,
"confidence": 0.6
} | melissasalas | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by melissasalas No additional info | null | null | null | null | null | null | null | null | null | null | null | model-100191f6 | 00ee1c6b16940e8a95e4a9aa8ac8640d93d78e5e4bd07cdcb10181963fac54a4 | 4916f7a3f90e0629922a636af265c290055e1a375a859d8b74479e8149ed70d8 | null | null | null | null | null | null | null |
ec33ad21-b7f6-4cb8-86f8-e79035a2c402 | 2025-02-22T12:29:18 | firewall | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only DNS traffic from 53.35.219.15:5560 to 10.252.110.42:2246 No additional info | {
"geo_location": "Colombia",
"device_hash": "a5889e2699cbc41e9340b7b412035ed3c9487727",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_8_2 rv:3.0; ka-GE) AppleWebKit/535.39.2 (KHTML, like Gecko) Version/4.0.5 Safari/535.39.2",
"session_id": "df2c27a8-dff4-4d81-8f47-5d7959abd518",
"risk_score": 2... | null | log-only | null | null | null | No additional info | Firewall log-only DNS traffic from 53.35.219.15:5560 to 10.252.110.42:2246 No additional info | null | null | null | null | 53.35.219.15 | 10.252.110.42 | null | null | null | null | null | null | null | null | 5,560 | 2,246 | DNS | 219,562 | 3,321 | null | null |
12c84431-fb80-40da-a9b8-9766b171b90e | 2025-06-11T05:44:30 | iot | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC battery_drain No additional info | {
"geo_location": "Australia",
"device_hash": "eca38356a3e7e0e104ed569cc028c55a",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; hr-HR) AppleWebKit/532.7.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6532.7.4",
"session_id": "0961ad4d-c6c1-4903-9519-07b9973afb0a",
"risk_score"... | null | battery_drain | null | null | null | No additional info | IoT device HVAC battery_drain No additional info | null | HVAC | iot-2a835e44 | 6.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ecc5f2b9-2c1f-4aad-b2f9-d15a37aeb8a1 | 2022-04-05T18:34:51 | iot | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor physical_tamper No additional info | {
"geo_location": "Argentina",
"device_hash": "9116c07c877b757c8d9fb9c18cf79d4bc319cfcf",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/38.0.888.0 Safari/535.0",
"session_id": "7228a54e-9a2d-4eb9-a057-cd804b96b417",
"risk_score": 72.58,
"confidence": 0.78
} | null | physical_tamper | null | null | null | No additional info | IoT device Sensor physical_tamper No additional info | null | Sensor | iot-b201efc7 | 10.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c40d8472-a5f4-4bf6-a2c8-dffbd399f969 | 2025-05-27T11:12:01 | network | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|info| desc=Network connection from 10.203.251.233 to 153.234.170.201 MITRE Technique: T1053.005 | {
"geo_location": "French Guiana",
"device_hash": "4fe8a8b6c4bc9658cdc4ddfdd8bc2b85e0717c4f",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_3) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/55.0.801.0 Safari/533.1",
"session_id": "2020408a-0fc8-4b67-b0a5-449b359e3007",
"risk_score": 43.74,
"confi... | null | connection | null | null | null | MITRE Technique: T1053.005 | Network connection from 10.203.251.233 to 153.234.170.201 MITRE Technique: T1053.005 | null | null | null | null | 10.203.251.233 | 153.234.170.201 | null | null | null | null | null | null | null | null | null | null | HTTPS | 928,521 | null | null | null |
fe4ca341-b7ee-4ccb-9803-49e29e95267b | 2025-01-12T19:51:02 | endpoint | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec offer by whitneyrodney No additional info | {
"geo_location": "Comoros",
"device_hash": "714163515c0b022428ebf4e2653dfd1af3c1abc1",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_9; rv:1.9.6.20) Gecko/3815-06-27 05:44:20 Firefox/3.8",
"session_id": "90840cc2-9229-4e92-bb62-7366dfa732b3",
"risk_score": 70.27,
"confidence": 0.44
} | whitneyrodney | wmi_exec | offer | 4,408 | svchost.exe | No additional info | Endpoint wmi_exec offer by whitneyrodney No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
09e882a5-6c49-470f-8d4a-4049482d9284 | 2025-02-18T08:53:40 | ids_alert | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|low| desc=Trellix Alert: ICS Attack detected from 94.150.128.157 targeting 28.100.216.133 No additional info | {
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "abb8e4192d68866bce339c93f466b55005ac62b46e5d4860857a0395120cdab2",
"user_agent": "Opera/8.48.(X11; Linux i686; am-ET) Presto/2.9.164 Version/11.00",
"session_id": "c0568d31-ba20-4993-bc6c-f98a9b124f5d",
"risk_score": 82.37,
"confidence":... | null | null | null | null | null | No additional info | Trellix Alert: ICS Attack detected from 94.150.128.157 targeting 28.100.216.133 No additional info | null | null | null | null | 94.150.128.157 | 28.100.216.133 | ICS Attack | SIG-3613 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
66b21a86-7873-4219-9b5f-58d0a0ef3449 | 2025-02-28T22:49:30 | ai | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by qruiz No additional info | {
"geo_location": "Iran",
"device_hash": "5b2b19290874d9dc24be197ae3dd3c98",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Win 9x 4.90; Trident/4.0)",
"session_id": "d887d9e5-4d61-41c4-a568-f829c494cb7c",
"risk_score": 54.87,
"confidence": 0.85
} | qruiz | adversarial_input | null | null | null | No additional info | AI system adversarial_input by qruiz No additional info | null | null | null | null | null | null | null | null | null | null | null | model-77049cc3 | 71cc57b7a850238a1ed6836fa7fe0b31 | a60bfd8ebf5467a70371bbd814251df6 | null | null | null | null | null | null | null |
e24533d7-8fda-4cf8-bf52-0da7999ffd98 | 2025-01-22T02:02:54 | ids_alert | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|high| desc=LogRhythm Alert: Living-off-the-Land detected from 134.51.83.236 targeting 158.12.109.168 Associated Threat Actor: APT38 | {
"geo_location": "Jordan",
"device_hash": "9786fa1a0f86652a20124bda0e126616f2f4d0329b358e106171496e351de0b9",
"user_agent": "Mozilla/5.0 (Android 2.2; Mobile; rv:46.0) Gecko/46.0 Firefox/46.0",
"session_id": "a916d295-a229-4bfa-b14a-7dac486dd3c7",
"risk_score": 47.89,
"confidence": 0.15
} | null | null | null | null | null | Associated Threat Actor: APT38 | LogRhythm Alert: Living-off-the-Land detected from 134.51.83.236 targeting 158.12.109.168 Associated Threat Actor: APT38 | null | null | null | null | 134.51.83.236 | 158.12.109.168 | Living-off-the-Land | SIG-2595 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
16e81194-7c68-415a-a77a-5b367729f686 | 2025-06-29T20:51:09 | ai | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by gutierrezdenise No additional info | {
"geo_location": "Taiwan",
"device_hash": "0c448d06e34460ec522ebe060cc5f3075b58604f",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_2) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/44.0.827.0 Safari/533.0",
"session_id": "1dd18350-84ae-4030-bd5c-458843b9aad8",
"risk_score": 77.48,
"confidence"... | gutierrezdenise | membership_inference | null | null | null | No additional info | AI system membership_inference by gutierrezdenise No additional info | null | null | null | null | null | null | null | null | null | null | null | model-f0696149 | 811b143e5897041b7fca908a8dc9eab7 | 64b2e19d866ca7adfe8cc72e27f656d4 | null | null | null | null | null | null | null |
0804bc89-cae5-4698-9877-9d699e582358 | 2025-04-24T12:25:20 | 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: XSS detected from 89.231.15.61 targeting 123.47.22.10 No additional info | {
"geo_location": "British Virgin Islands",
"device_hash": "17b74ca85d47ed3d85fa80bd0210911bf87f675b775519c45c8273bad7f214ea",
"user_agent": "Opera/9.93.(Windows 98; Win 9x 4.90; shs-CA) Presto/2.9.184 Version/10.00",
"session_id": "4381d74b-222f-4c0f-90ba-3dd77be8f20e",
"risk_score": 53.76,
"confidence": 0... | null | null | null | null | null | No additional info | Vectra AI Alert: XSS detected from 89.231.15.61 targeting 123.47.22.10 No additional info | null | null | null | null | 89.231.15.61 | 123.47.22.10 | XSS | SIG-2037 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
c9c3651a-c7d8-4eac-b7c1-5359b6837786 | 2023-03-16T00:07:31 | endpoint | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint service_install /try/population.avi by uscott No additional info | {
"geo_location": "Senegal",
"device_hash": "4811297b87bb551ac1f1de3898afd3f4219f39eb19300b3869d7f1d40f35a493",
"user_agent": "Opera/9.17.(Windows NT 6.2; li-NL) Presto/2.9.168 Version/11.00",
"session_id": "143aaf17-a640-4819-b307-b1df6655f68b",
"risk_score": 31.14,
"confidence": 0.06
} | uscott | service_install | /try/population.avi | 5,550 | cmd.exe | No additional info | Endpoint service_install /try/population.avi by uscott No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c5da4468-c002-4ceb-80c1-6073d05351a9 | 2022-07-25T18:52:34 | firewall | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|high| desc=Firewall inspect RDP traffic from 10.64.38.193:252 to 216.11.162.32:24198 MITRE Technique: T1134.001 | {
"geo_location": "Russia",
"device_hash": "3502c6b13eef0480aba675d43558fa6ecb128b690e905e26e0d3382965ab9875",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; zu-ZA) AppleWebKit/534.28.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6534.28.4",
"session_id": "995d8801-56de-422b-83d... | null | inspect | null | null | null | MITRE Technique: T1134.001 | Firewall inspect RDP traffic from 10.64.38.193:252 to 216.11.162.32:24198 MITRE Technique: T1134.001 | null | null | null | null | 10.64.38.193 | 216.11.162.32 | null | null | null | null | null | null | null | null | 252 | 24,198 | RDP | 472,585 | 219 | null | null |
fdd0e6e0-d9cd-45a9-ad09-e3bce30e64e9 | 2025-02-08T15:22:46 | auth | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|low| desc=Auth bypass for brian60 via biometric from 24.86.197.96 No additional info | {
"geo_location": "Chile",
"device_hash": "68d8b07c14ecf57c7ae4bc594f086333ece013c1f37fd43db7779dbb9e3513a3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/5.0)",
"session_id": "f2a87023-2235-4464-ae31-a70f63128daa",
"risk_score": 52.58,
"confidence": 0.03
} | brian60 | bypass | null | null | null | No additional info | Auth bypass for brian60 via biometric from 24.86.197.96 No additional info | null | null | null | null | 24.86.197.96 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 41:94:9c:6f:66:92 |
823fcc31-1ae5-4eef-afb4-bcfaf4aefb2c | 2025-05-23T23:10:10 | auth | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|high| desc=Auth locked for nbaldwin via passwordless from 171.125.58.14 MITRE Technique: T1486 | {
"geo_location": "Wallis and Futuna",
"device_hash": "952efb7c6b7cfda8daf22ac4244a266dec60550a6dce13b5ff8e2f95807053e8",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; ts-ZA; rv:1.9.0.20) Gecko/3031-11-29 10:28:53 Firefox/3.6.5",
"session_id": "16290976-329b-4c23-86a4-930e3c282ee1",
"risk_score": 23.09,
"conf... | nbaldwin | locked | null | null | null | MITRE Technique: T1486 | Auth locked for nbaldwin via passwordless from 171.125.58.14 MITRE Technique: T1486 | null | null | null | null | 171.125.58.14 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 63:c9:ad:4d:90:75 |
cd20c04f-a707-43cd-9bf0-3862a3af123f | 2022-01-06T09:34:58 | ai | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by vallen No additional info | {
"geo_location": "Denmark",
"device_hash": "5dc0ac4938952a26727d2e15a31e8dfdb571cb22d3f760f1f970c887a64565a5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 4.0; Trident/5.0)",
"session_id": "a383f402-0106-4680-86a6-3684d139e186",
"risk_score": 19.59,
"confidence": 0.89
} | vallen | membership_inference | null | null | null | No additional info | AI system membership_inference by vallen No additional info | null | null | null | null | null | null | null | null | null | null | null | model-6a1c4dd1 | 913f5bea07b10eebdd9bf43c9486dc9bec1d8ba6 | 82843fd155fadcbd6791a9b3abad854a | null | null | null | null | null | null | null |
1a06cdbd-dbf3-4007-8aee-53899c5c74f9 | 2025-05-10T15:11:52 | endpoint | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task /everyone/analysis.tiff by maryadkins MITRE Technique: T1190 | {
"geo_location": "Iran",
"device_hash": "e5380d11637e0f3c375d28c832c693c070349bf615344fad4e77975140f2529e",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_4) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/50.0.856.0 Safari/536.0",
"session_id": "5cba0ee7-3040-402e-a1e6-691aae10d19d",
"risk_score": 32... | maryadkins | scheduled_task | /everyone/analysis.tiff | 4,869 | powershell.exe | MITRE Technique: T1190 | Endpoint scheduled_task /everyone/analysis.tiff by maryadkins MITRE Technique: T1190 | {
"baseline_deviation": 2.18,
"entropy": 4.5,
"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 |
58c6a398-d76d-4bcb-b491-c92fd7f2f45e | 2025-04-19T03:25:54 | network | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|medium| desc=Network beaconing from 203.237.142.19 to 121.163.78.100 No additional info noise=QW5kLg== | {
"geo_location": "Switzerland",
"device_hash": "f64b28d80d724de742852fc667eb64cf5aa7c63e",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_1 rv:4.0; si-LK) AppleWebKit/533.22.3 (KHTML, like Gecko) Version/4.0.2 Safari/533.22.3",
"session_id": "03741e78-338d-48c7-943c-89137756becd",
"risk_score": 2... | null | beaconing | null | null | null | No additional info | Network beaconing from 203.237.142.19 to 121.163.78.100 No additional info | null | null | null | null | 203.237.142.19 | 121.163.78.100 | null | null | null | null | null | null | null | null | null | null | HTTPS | 162,410 | null | null | null |
1c13d589-1914-4eb7-8330-a2ed5bd7f146 | 2025-03-10T13:53:17 | endpoint | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint registry_change /bank/travel.ppt by acostapatrick No additional info | {
"geo_location": "Sweden",
"device_hash": "1d5326c2ed4bc56a613418922ab171656f2d288d",
"user_agent": "Opera/9.66.(X11; Linux i686; zh-TW) Presto/2.9.163 Version/10.00",
"session_id": "9e338fea-0085-4f07-93bc-51a77796a4f5",
"risk_score": 15.7,
"confidence": 0.09
} | acostapatrick | registry_change | /bank/travel.ppt | 8,067 | cmd.exe | No additional info | Endpoint registry_change /bank/travel.ppt by acostapatrick No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
86d79143-793e-426c-a6fe-f5446c91478d | 2025-06-20T15:22:19 | ids_alert | Palo Alto Cortex v3.0.0 | emergency | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Palo Alto Cortex Alert: DNS Tunneling detected from 164.203.237.4 targeting N/A No additional info noise=Rm9ybS4= | {
"geo_location": "American Samoa",
"device_hash": "b5c40463cf2df1dc8e354e33a8bf7b06",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/5.0)",
"session_id": "35cc5ca1-a65e-430c-8ad7-d16a6148fe88",
"risk_score": 38.95,
"confidence": 0.96
} | null | null | null | null | null | No additional info | Palo Alto Cortex Alert: DNS Tunneling detected from 164.203.237.4 targeting N/A No additional info | null | null | null | null | 164.203.237.4 | N/A | DNS Tunneling | SIG-8419 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
ec264e00-02f5-41e0-8d66-c25181b7e232 | 2025-04-06T23:31:06 | network | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 43.238.188.89 to 70.112.194.192 No additional info noise=056DB435 | {
"geo_location": "Liechtenstein",
"device_hash": "e3ccb24dde0db58e857606f723ef93abfd8f613f",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; ca-AD; rv:1.9.0.20) Gecko/7233-09-19 22:26:07 Firefox/12.0",
"session_id": "b40c83f0-154a-47e1-9d2a-96dea0d52f8a",
"risk_score": 58.08,
"confidence": 0.15
} | null | data_exfiltration | null | null | null | No additional info | Network data_exfiltration from 43.238.188.89 to 70.112.194.192 No additional info | null | null | null | null | 43.238.188.89 | 70.112.194.192 | null | null | null | null | null | null | null | null | null | null | HTTP | 185,205 | null | null | null |
26aa7354-8167-4ba5-9a73-200a76201d13 | 2025-06-22T10:14:36 | iot | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|low| desc=IoT device Medical command_injection No additional info | {
"geo_location": "Seychelles",
"device_hash": "e1732ae3d8f1312260de814c9bfdd16c",
"user_agent": "Mozilla/5.0 (Android 8.0.0; Mobile; rv:34.0) Gecko/34.0 Firefox/34.0",
"session_id": "64764bc1-8d4f-41d3-806f-2e0ccba78883",
"risk_score": 60.19,
"confidence": 0.9
} | null | command_injection | null | null | null | No additional info | IoT device Medical command_injection No additional info | null | Medical | iot-ddcc7d80 | 6.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2230634f-9de7-4903-970d-2f35b703c075 | 2025-04-22T18:58:20 | network | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|info| desc=Network beaconing from 203.221.225.124 to 129.126.25.87 Associated Threat Actor: TA505 | {
"geo_location": "San Marino",
"device_hash": "55b4187aae0b0cd7db2bb0a1499ec6ef6debe1146c68cc854fb39932735fc921",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/18.0.866.0 Safari/534.1",
"session_id": "7fa98990-4917-49ab-994f-d0906915e3f2",
"risk_score": 28.42,
... | null | beaconing | null | null | null | Associated Threat Actor: TA505 | Network beaconing from 203.221.225.124 to 129.126.25.87 Associated Threat Actor: TA505 | null | null | null | null | 203.221.225.124 | 129.126.25.87 | null | null | null | null | null | null | null | null | null | null | ICMP | 880,131 | null | null | null |
9833ff24-839d-4ea6-b4e2-13161ff91d62 | 2025-06-01T19:25:07 | endpoint | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|info| desc=Endpoint scheduled_task figure by turnerandrea Associated Threat Actor: REvil | {
"geo_location": "Israel",
"device_hash": "c075db600b4e9908c7fa9821c2eb3608ffd56b2e44f776a170aa4a6e1bc58fae",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 4.0; Trident/3.0)",
"session_id": "673f1a01-31a0-4ea5-a09a-83e7fa479cc3",
"risk_score": 29.04,
"confidence": 0.84
} | turnerandrea | scheduled_task | figure | 3,001 | explorer.exe | Associated Threat Actor: REvil | Endpoint scheduled_task figure by turnerandrea Associated Threat Actor: REvil | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3dde50b1-333e-43f0-aff3-561e31f7fdc0 | 2023-02-22T22:32:59 | iot | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera command_injection No additional info | {
"geo_location": "Timor-Leste",
"device_hash": "f84023f45e6a5abae7909f7a0d7d7ca7c242aeb770da51657fc50c3c597659d0",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; vi-VN) AppleWebKit/534.47.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6534.47.1",
"session_id": "8994bf8c-f89d-4e8... | null | command_injection | null | null | null | No additional info | IoT device Camera command_injection No additional info | null | Camera | iot-194c6b31 | 1.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7e9cba67-3c0e-4552-a004-8895d6dd2999 | 2025-07-02T02:10:59 | cloud | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|high| desc=Cloud config_change in OCI by jonespatricia No additional info | {
"geo_location": "Zimbabwe",
"device_hash": "c31601ac75e11ee053cde7d36995a526",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.01; Trident/5.1)",
"session_id": "3f3dadeb-4eb7-45c4-b6b5-7a5cbf6e472b",
"risk_score": 39.6,
"confidence": 0.01
} | jonespatricia | config_change | null | null | null | No additional info | Cloud config_change in OCI by jonespatricia No additional info | null | null | null | null | null | null | null | null | null | OCI | res-84426376 | null | null | null | null | null | null | null | null | null | null |
80577bfe-72c9-479c-9ebb-e164238bcd73 | 2020-09-20T15:18:32 | network | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|info| desc=Network latency_spike from 151.0.236.47 to 49.117.79.94 No additional info | {
"geo_location": "Uruguay",
"device_hash": "719fb1e0f88f3dee40104ab10cde14e6dbf3ba91",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/531.13.7 (KHTML, like Gecko) Version/5.0.3 Safari/531.13.7",
"session_id": "4f5734fc-8978-4521-8cbc-153991400df9",
"risk_score": 26.44,
"confidence": 0.... | null | latency_spike | null | null | null | No additional info | Network latency_spike from 151.0.236.47 to 49.117.79.94 No additional info | null | null | null | null | 151.0.236.47 | 49.117.79.94 | null | null | null | null | null | null | null | null | null | null | ICMP | 239,695 | null | null | null |
5995fbc1-5bfd-4f5e-9b93-6b5f09afa0a9 | 2025-04-09T10:50:59 | ai | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|critical| desc=AI system api_abuse by millsmartha No additional info noise=prove|close|worker | {
"geo_location": "Malaysia",
"device_hash": "f3c5ae478b24965c4ed4567380ec1ce2",
"user_agent": "Opera/8.56.(X11; Linux i686; nso-ZA) Presto/2.9.185 Version/12.00",
"session_id": "7aa583d4-8d54-47a1-ba04-3705446374ae",
"risk_score": 37.13,
"confidence": 0.84
} | millsmartha | api_abuse | null | null | null | No additional info | AI system api_abuse by millsmartha No additional info | null | null | null | null | null | null | null | null | null | null | null | model-a17cab9b | 4dfa75da394bcd5370d8d5506caff2cb43c925f6 | a89be72293f551c94a10f772ddc3a818 | null | null | null | null | null | null | null |
4821eb8f-8215-4f62-814f-db571715c85d | 2025-03-16T10:22:51 | ids_alert | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|high| desc=OSSEC Alert: SQL Injection detected from 152.99.65.185 targeting 99.212.112.147 No additional info | {
"geo_location": "Switzerland",
"device_hash": "3ba9da11c2835cd692a04856cf9817d6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.01; Trident/3.1)",
"session_id": "3b2db65f-3e33-4f14-a5ef-1fd356e96718",
"risk_score": 100,
"confidence": 0.75
} | null | null | null | null | null | No additional info | OSSEC Alert: SQL Injection detected from 152.99.65.185 targeting 99.212.112.147 No additional info | null | null | null | null | 152.99.65.185 | 99.212.112.147 | SQL Injection | SIG-6016 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
bdf78659-e426-4c36-a334-abc278162361 | 2025-05-08T12:02:49 | iot | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|info| desc=IoT device Camera physical_tamper MITRE Technique: T1190 | Associated Threat Actor: Kimsuky | {
"geo_location": "New Caledonia",
"device_hash": "a8b8908f183802d78f6e4994594d53a55b5fbfa3ac9c2b63bb1e066c21ecb164",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/2870-09-24 01:19:01 Firefox/3.8",
"session_id": "a566d6a7-7d3a-4989-8254-b79e0012921d",
"risk_score": 47.52,
"confidence": 0.7... | null | physical_tamper | null | null | null | MITRE Technique: T1190 | Associated Threat Actor: Kimsuky | IoT device Camera physical_tamper MITRE Technique: T1190 | Associated Threat Actor: Kimsuky | null | Camera | iot-a5812a85 | 4.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
034e859a-6e52-42de-99d5-b5e3eb235192 | 2025-06-16T11:48:34 | iot | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|critical| desc=IoT device HVAC firmware_update MITRE Technique: T1543.003 | {
"geo_location": "Armenia",
"device_hash": "8793781b09e39307a04b0d4d40692e2d246c661e",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/534.20.5 (KHTML, like Gecko) Version/5.1 Safari/534.20.5",
"session_id": "e7342342-2982-49dd-a81f-9d089f1c39d1",
"risk_score": 23.56,
"confidence": 0.57
} | null | firmware_update | null | null | null | MITRE Technique: T1543.003 | IoT device HVAC firmware_update MITRE Technique: T1543.003 | null | HVAC | iot-1ac19653 | 9.2 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
aa63bfce-1c58-48c0-93e6-a5a13c79e398 | 2025-05-22T16:58:20 | network | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|info| desc=Network covert_channel from 153.67.108.127 to 27.255.114.144 MITRE Technique: T1486 | {
"geo_location": "Papua New Guinea",
"device_hash": "672eab20241599ad0f434214a7464a4a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.2; Trident/3.0)",
"session_id": "f460e1a4-4f1b-4ed5-9a4f-7d68fd41f044",
"risk_score": 61.9,
"confidence": 0.35
} | null | covert_channel | null | null | null | MITRE Technique: T1486 | Network covert_channel from 153.67.108.127 to 27.255.114.144 MITRE Technique: T1486 | null | null | null | null | 153.67.108.127 | 27.255.114.144 | null | null | null | null | null | null | null | null | null | null | ICMP | 227,516 | null | null | null |
15aa9b1e-94a3-4210-b4c6-3bb2560248b4 | 2025-04-20T12:46:20 | auth | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|high| desc=Auth locked for allison57 via passwordless from 44.177.199.220 No additional info | {
"geo_location": "Czech Republic",
"device_hash": "fe1c6116ad4b321826188c35def1ebff",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90; it-CH; rv:1.9.0.20) Gecko/2567-11-25 06:42:27 Firefox/3.8",
"session_id": "ce36969f-7168-4b90-9ce6-d752593e23e4",
"risk_score": 44.87,
"confidence": 0
} | allison57 | locked | null | null | null | No additional info | Auth locked for allison57 via passwordless from 44.177.199.220 No additional info | null | null | null | null | 44.177.199.220 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | 57:05:e9:61:f0:ed |
6151554a-ae24-43b1-a8fb-62f9ddf2c90f | 2025-07-05T18:25:17 | ids_alert | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|low| desc=AlienVault Alert: Credential Stuffing detected from 15.190.88.85 targeting 5.50.59.114 No additional info noise=app | {
"geo_location": "Chile",
"device_hash": "c2f92f5c72405557c132752eabf9981f1e74f84c627efdd8f69b167a31c00c1e",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 1_1_5 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) CriOS/40.0.850.0 Mobile/49N495 Safari/531.2",
"session_id": "691f4e5a-8aab-4c08-aebb-f7a4bb491631... | null | null | null | null | null | No additional info | AlienVault Alert: Credential Stuffing detected from 15.190.88.85 targeting 5.50.59.114 No additional info | null | null | null | null | 15.190.88.85 | 5.50.59.114 | Credential Stuffing | SIG-7919 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
044b4de0-f8af-44c0-998d-59f2a8484145 | 2025-07-03T12:11:56 | cloud | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|high| desc=Cloud container_escape in Azure by april67 No additional info | {
"geo_location": "Bermuda",
"device_hash": "d002280754188add05bde2cda15054883bcc02db6848ce98e6641b89db63ccbd",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_3_1 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/16.2z3493.0 Mobile/88O820 Safari/535.1",
"session_id": "6b1bf5ef-5e52-4f66-b11d-7df19ccd... | april67 | container_escape | null | null | null | No additional info | Cloud container_escape in Azure by april67 No additional info | null | null | null | null | null | null | null | null | null | Azure | res-006410f1 | null | null | null | null | null | null | null | null | null | null |
01bf98ab-c7b4-47da-b991-7c1ec8a667e2 | 2025-06-10T19:33:40 | ai | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|info| desc=AI system membership_inference by sball No additional info | {
"geo_location": "Greenland",
"device_hash": "cbed591c1e787e658bb5d83deab4bd85d26fdde3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/3.1)",
"session_id": "81545b69-8063-4465-8ca6-687ab4519987",
"risk_score": 51.77,
"confidence": 0.05
} | sball | membership_inference | null | null | null | No additional info | AI system membership_inference by sball No additional info | {
"baseline_deviation": 1.39,
"entropy": 2.97,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | model-fc7c858d | a036773ec41b510f16e9ab6868791365e7a2098160fcc7e688a44966d070455e | f53d6786bfb596e7b0591c4331e04a03f38d762ba0a85f62fe6ac56fc0206b26 | null | null | null | null | null | null | null |
61a763ec-939b-4058-9d27-42e2b797af44 | 2025-04-26T04:11:36 | network | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|medium| desc=Network covert_channel from 39.170.0.71 to 10.52.180.7 Associated Threat Actor: APT41 | {
"geo_location": "Russia",
"device_hash": "38fd79e18155ca8b97e7ca42310b9020",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/534.24.2 (KHTML, like Gecko) Version/4.0.5 Safari/534.24.2",
"session_id": "2151326a-ef07-4fdd-b1e3-fff814d63ef1",
"risk_score": 78.36,
"confidence": 0.66
} | null | covert_channel | null | null | null | Associated Threat Actor: APT41 | Network covert_channel from 39.170.0.71 to 10.52.180.7 Associated Threat Actor: APT41 | null | null | null | null | 39.170.0.71 | 10.52.180.7 | null | null | null | null | null | null | null | null | null | null | HTTPS | 434,707 | null | null | null |
c856e162-297c-41dd-b91c-2e60a15a1f2a | 2025-04-22T21:35:46 | cloud | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud storage_access in Alibaba by laura12 MITRE Technique: T1071.001 | {
"geo_location": "Solomon Islands",
"device_hash": "4c2bb53e7f1330f71cd52753a36373e1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Trident/3.1)",
"session_id": "481e7ced-9f99-42a9-accd-4bd7cfed5347",
"risk_score": 84.08,
"confidence": 0.06
} | laura12 | storage_access | null | null | null | MITRE Technique: T1071.001 | Cloud storage_access in Alibaba by laura12 MITRE Technique: T1071.001 | null | null | null | null | null | null | null | null | null | Alibaba | res-8a1771bc | null | null | null | null | null | null | null | null | null | null |
2f2444fc-b775-4942-8bb5-79a66ec97ece | 2025-07-09T17:35:21 | iot | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor unusual_activity No additional info | {
"geo_location": "United Kingdom",
"device_hash": "e80de08b05197178b759530f2e91763e",
"user_agent": "Opera/8.46.(Windows NT 5.2; sw-TZ) Presto/2.9.190 Version/11.00",
"session_id": "d37eecbb-a6de-4bbd-b198-51b9092f5042",
"risk_score": 32.31,
"confidence": 0.15
} | null | unusual_activity | null | null | null | No additional info | IoT device Sensor unusual_activity No additional info | null | Sensor | iot-7123abe1 | 7.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5453a212-227e-4c59-8b8d-8d914ae53a35 | 2025-04-10T05:59:49 | 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: Domain Fronting detected from 124.26.229.119 targeting 10.20.149.237 Zero-day exploit pattern detected | {
"geo_location": "Holy See (Vatican City State)",
"device_hash": "4bd040cbdabf5b52c601aedaffc14ee9cc2f6792",
"user_agent": "Mozilla/5.0 (Android 1.0; Mobile; rv:68.0) Gecko/68.0 Firefox/68.0",
"session_id": "02dae00c-ae5e-451d-b783-259fc2ae4b6a",
"risk_score": 54.56,
"confidence": 0.99
} | null | null | null | null | null | Zero-day exploit pattern detected | Elastic SIEM Alert: Domain Fronting detected from 124.26.229.119 targeting 10.20.149.237 Zero-day exploit pattern detected | null | null | null | null | 124.26.229.119 | 10.20.149.237 | Domain Fronting | SIG-5194 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
c9ffbff5-0b6b-4c50-9a4f-a66f4ffbf484 | 2025-02-11T09:16:05 | 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: DDoS detected from 33.32.118.54 targeting 10.221.150.255 MITRE Technique: T1071.001 noise=garden|risk|team | {
"geo_location": "Pakistan",
"device_hash": "153af7736b9cf4f1790578e52ddedafe",
"user_agent": "Opera/8.36.(Windows 95; ha-NG) Presto/2.9.190 Version/11.00",
"session_id": "31c3c5fa-1e5b-4844-8e0b-abd16caeee7c",
"risk_score": 68.23,
"confidence": 0.48
} | null | null | null | null | null | MITRE Technique: T1071.001 | Vectra AI Alert: DDoS detected from 33.32.118.54 targeting 10.221.150.255 MITRE Technique: T1071.001 | null | null | null | null | 33.32.118.54 | 10.221.150.255 | DDoS | SIG-1834 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
f5f5d44f-4faf-4c4c-8830-a3c4dbb0ab35 | 2025-06-27T11:02:35 | network | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|info| desc=Network data_exfiltration from 38.184.75.124 to 152.13.0.91 No additional info | {
"geo_location": "Paraguay",
"device_hash": "25142532b54ebe5fef24d7d433e88a51348a1c13917ec268fb02e0957f88d1f2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Trident/5.1)",
"session_id": "eed1a355-95c8-40c0-a298-87e5a0596998",
"risk_score": 37.99,
"confidence": 0.58
} | null | data_exfiltration | null | null | null | No additional info | Network data_exfiltration from 38.184.75.124 to 152.13.0.91 No additional info | null | null | null | null | 38.184.75.124 | 152.13.0.91 | null | null | null | null | null | null | null | null | null | null | UDP | 266,841 | null | null | null |
be9ef225-4488-4bbc-b41e-45e38ab865ff | 2025-01-28T12:49:11 | ai | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|critical| desc=AI system membership_inference by dwhite No additional info | {
"geo_location": "Netherlands Antilles",
"device_hash": "59b916c29232d7f91c08b637ff69e6dcd046d23c",
"user_agent": "Opera/9.84.(X11; Linux x86_64; es-PE) Presto/2.9.164 Version/11.00",
"session_id": "05109e60-635c-4f28-8091-c04ac760531e",
"risk_score": 33.91,
"confidence": 0.23
} | dwhite | membership_inference | null | null | null | No additional info | AI system membership_inference by dwhite No additional info | null | null | null | null | null | null | null | null | null | null | null | model-6b6c3cad | acb69b69ba07b8f3457775f8f587366bab76c1f58d0a98e7dec95693e334a1dc | 2c98e11ee53225c9b8abc6d295db95b64fe64960 | null | null | null | null | null | null | null |
d876abc2-fe7d-4fd2-ad3a-6c1a2b6c2fe1 | 2025-05-09T16:40:00 | cloud | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in AWS by burtoncheryl MITRE Technique: T1190 | Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Thailand",
"device_hash": "b648068cccb0f46e7cadc06874b684db537c9373",
"user_agent": "Opera/8.41.(Windows NT 6.1; ve-ZA) Presto/2.9.174 Version/12.00",
"session_id": "09c0e2e0-11e1-48d5-91f0-9ae713f7ecba",
"risk_score": 51.22,
"confidence": 0.93
} | burtoncheryl | config_change | null | null | null | MITRE Technique: T1190 | Unconventional IOC: Unusual DNS TXT records | Cloud config_change in AWS by burtoncheryl MITRE Technique: T1190 | Unconventional IOC: Unusual DNS TXT records | null | null | null | null | null | null | null | null | null | AWS | res-a9ad958d | null | null | null | null | null | null | null | null | null | null |
32d7b7af-d64f-4fc6-9a58-373fddf536d8 | 2025-04-06T14:02:57 | network | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|info| desc=Network connection from 27.25.127.212 to 10.71.183.176 MITRE Technique: T1218.011 | Associated Threat Actor: Mustang Panda | {
"geo_location": "Sweden",
"device_hash": "d23bfe18716c6f3557b8d32db7a5f082",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/44.0.889.0 Safari/534.2",
"session_id": "90f2fadb-9d94-4c7b-a6e8-48f58f8d3415",
"risk_score": 51.12,
"confidence": 0.14
} | null | connection | null | null | null | MITRE Technique: T1218.011 | Associated Threat Actor: Mustang Panda | Network connection from 27.25.127.212 to 10.71.183.176 MITRE Technique: T1218.011 | Associated Threat Actor: Mustang Panda | null | null | null | null | 27.25.127.212 | 10.71.183.176 | null | null | null | null | null | null | null | null | null | null | ICMP | 37,281 | null | null | null |
bf9b8df3-c707-4eed-8395-a3bd151e823e | 2028-12-27T08:48:45 | network | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|high| desc=Network disconnection from 109.103.104.120 to 13.66.122.128 No additional info | {
"geo_location": "Kazakhstan",
"device_hash": "1f8088f3264f002ea0f72ccd49acb2cf28213430c178df59536035adc7a9d88e",
"user_agent": "Mozilla/5.0 (Linux; Android 4.2) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/29.0.851.0 Safari/535.2",
"session_id": "911e7669-69b5-41a8-98e0-2a7751676dab",
"risk_score": 35.22,
... | null | disconnection | null | null | null | No additional info | Network disconnection from 109.103.104.120 to 13.66.122.128 No additional info | null | null | null | null | 109.103.104.120 | 13.66.122.128 | null | null | null | null | null | null | null | null | null | null | TCP | 597,039 | null | null | null |
34390cef-0d9c-419b-bcd8-e93a702d1580 | 2025-02-05T00:49:58 | auth | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|medium| desc=Auth success for grivas via SAML from 87.93.197.223 No additional info | {
"geo_location": "Senegal",
"device_hash": "ac7e1c41ac60d61ae01993ce3dd9e80f",
"user_agent": "Mozilla/5.0 (Linux; Android 10) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/45.0.891.0 Safari/532.2",
"session_id": "e7be96fd-0203-4a7f-b20b-34fab85c00f8",
"risk_score": 67.07,
"confidence": 0.43
} | grivas | success | null | null | null | No additional info | Auth success for grivas via SAML from 87.93.197.223 No additional info | null | null | null | null | 87.93.197.223 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 77:6d:b6:b7:d3:41 |
f5f1ef1a-5e68-4937-bf03-acc2ec4b3a34 | 2025-03-24T00:53:52 | iot | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|low| desc=IoT device Camera physical_tamper No additional info | {
"geo_location": "Paraguay",
"device_hash": "f57c5e0081596e102aa4b87c50ecf77281880f52",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_4) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/34.0.860.0 Safari/533.1",
"session_id": "2ce24351-fc71-49a9-897d-78ea8cfbb1f1",
"risk_score": 45.28,
"confidence":... | null | physical_tamper | null | null | null | No additional info | IoT device Camera physical_tamper No additional info | null | Camera | iot-67a923c9 | 2.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
746cf164-faf1-470d-84af-ce5cf043e762 | 2025-03-01T04:33:58 | ids_alert | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|high| desc=AlienVault Alert: Living-off-the-Land detected from 29.134.84.171 targeting 219.237.141.251 Zero-day exploit pattern detected | Obfuscated payload detected | {
"geo_location": "Sweden",
"device_hash": "5527eddfcc536693d53b7d00d80c5d22e0726f62",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; ayc-PE; rv:1.9.2.20) Gecko/4686-03-24 13:52:10 Firefox/3.8",
"session_id": "c1f98a7f-ea2d-4b50-98f7-af02b01c2eac",
"risk_score": 68.31,
"confidence": 0.89
} | null | null | null | null | null | Zero-day exploit pattern detected | Obfuscated payload detected | AlienVault Alert: Living-off-the-Land detected from 29.134.84.171 targeting 219.237.141.251 Zero-day exploit pattern detected | Obfuscated payload detected | null | null | null | null | 29.134.84.171 | 219.237.141.251 | Living-off-the-Land | SIG-2536 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
27bfadf7-f481-4f76-ba96-c25fd9cad0c1 | 2025-03-15T20:39:35 | cloud | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in AWS by michaelferrell No additional info noise=far|able|your | {
"geo_location": "Iran",
"device_hash": "9a973436b9758577f4a2741371d4c498ac646dde3dcc6cdcd4cf07467df9156d",
"user_agent": "Opera/9.82.(Windows NT 6.2; ru-UA) Presto/2.9.182 Version/10.00",
"session_id": "1595e7e0-405a-4709-b2a7-5ce9733572d8",
"risk_score": 81.87,
"confidence": 0.75
} | michaelferrell | api_abuse | null | null | null | No additional info | Cloud api_abuse in AWS by michaelferrell No additional info | null | null | null | null | null | null | null | null | null | AWS | res-a18740f6 | null | null | null | null | null | null | null | null | null | null |
bec8a413-2247-426b-bf35-07bc4bc1ac5e | 2025-05-03T06:15:25 | ai | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|low| desc=AI system adversarial_input by jenniferjones MITRE Technique: T1078.004 noise=15E33A5E | {
"geo_location": "Guinea-Bissau",
"device_hash": "3719f379a3dc6d3d9f23b721d1832c10e7f1982d",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_9) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/50.0.808.0 Safari/536.0",
"session_id": "6eb240a5-469b-4fc4-a7ff-838b1c1597b3",
"risk_score": 97.69,
"c... | jenniferjones | adversarial_input | null | null | null | MITRE Technique: T1078.004 | AI system adversarial_input by jenniferjones MITRE Technique: T1078.004 | null | null | null | null | null | null | null | null | null | null | null | model-bcf6ad75 | dc30b99bca316f6b5627aea422532cea | 829bbbac28f212b9e593084ac4e29a6f | null | null | null | null | null | null | null |
2181a33d-3441-4ae7-9cdb-c43ebc0da929 | 2030-02-28T01:29:14 | network | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|low| desc=Network covert_channel from 212.143.36.131 to 193.247.129.87 No additional info | {
"geo_location": "Burkina Faso",
"device_hash": "251d75c8bceaa89c92b6ddf18cc2590d2924bfbc2b42e8043c1af813f1522a5b",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; sd-IN) AppleWebKit/534.24.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6534.24.1",
"session_id": "ab0879bd-5e5c-48... | null | covert_channel | null | null | null | No additional info | Network covert_channel from 212.143.36.131 to 193.247.129.87 No additional info | null | null | null | null | 212.143.36.131 | 193.247.129.87 | null | null | null | null | null | null | null | null | null | null | ICMP | 402,301 | null | null | null |
d06789ec-2f24-4dc4-bb4f-65de735369e5 | 2025-02-02T20:14:00 | ids_alert | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|critical| desc=Carbon Black Alert: XSS detected from 183.186.62.83 targeting 154.212.29.252 No additional info noise=task|there|difficult | {
"geo_location": "Senegal",
"device_hash": "27536d4009340d704d820a16b9ad76ec8222df63",
"user_agent": "Opera/9.26.(X11; Linux i686; en-AU) Presto/2.9.187 Version/12.00",
"session_id": "6b53eb91-1f31-4391-97c3-a1e8cba25303",
"risk_score": 55.49,
"confidence": 0.87
} | null | null | null | null | null | No additional info | Carbon Black Alert: XSS detected from 183.186.62.83 targeting 154.212.29.252 No additional info | null | null | null | null | 183.186.62.83 | 154.212.29.252 | XSS | SIG-8809 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
c41a80ab-4768-4603-b9b1-8534a290c700 | 2025-04-15T11:00:17 | network | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|critical| desc=Network latency_spike from 93.27.119.216 to 217.54.36.11 No additional info | {
"geo_location": "Tanzania",
"device_hash": "8417c62ac358a91cd35805834f2acbf9ce0bd4769256802b3b9e9e0e62bae3fd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 11.0; Trident/5.0)",
"session_id": "85fb7a88-341a-431b-a15b-53b62700a2aa",
"risk_score": 76.14,
"confidence": 0.74
} | null | latency_spike | null | null | null | No additional info | Network latency_spike from 93.27.119.216 to 217.54.36.11 No additional info | null | null | null | null | 93.27.119.216 | 217.54.36.11 | null | null | null | null | null | null | null | null | null | null | HTTPS | 633,329 | null | null | null |
e34461dd-15c9-4c02-88c0-5787ebaa63b2 | 2025-03-10T00:12:45 | ai | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|high| desc=AI system training_data_poisoning by monicapratt MITRE Technique: T1071.001 | {
"geo_location": "Ukraine",
"device_hash": "2304da36cf64b8b8fc968e08ce3d6042",
"user_agent": "Opera/9.47.(Windows NT 5.0; bem-ZM) Presto/2.9.189 Version/12.00",
"session_id": "694f5f16-0d13-4f21-b073-d4eaa40cd2b1",
"risk_score": 63.42,
"confidence": 0.93
} | monicapratt | training_data_poisoning | null | null | null | MITRE Technique: T1071.001 | AI system training_data_poisoning by monicapratt MITRE Technique: T1071.001 | null | null | null | null | null | null | null | null | null | null | null | model-d5b6851a | 52e4f4ee000c8e1e5825251f785d8f35ac3781b071e6b9b6adf69f757245c765 | 8d8a16d7905dfc7eedabb0502c63fb8f | null | null | null | null | null | null | null |
7ce5419a-38fb-40ea-ae5a-612701e1a6d4 | 2025-04-17T07:14:07 | cloud | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|high| desc=Cloud lambda_execution in Alibaba by oalexander No additional info | {
"geo_location": "Congo",
"device_hash": "45322d568733a1e562f7caf0e0fcfdc37c566cc0bf4d794f00c8c0d5bc56efc9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/5.1)",
"session_id": "40114df5-ad3f-491f-994a-6e7a149d2c23",
"risk_score": 16.45,
"confidence": 0.11
} | oalexander | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in Alibaba by oalexander No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-949c6c21 | null | null | null | null | null | null | null | null | null | null |
27bddb17-3b3c-470c-ab50-1fc18b8d76a5 | 2025-02-21T01:16:00 | auth | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|medium| desc=Auth success for cunninghamkaren via biometric from 89.158.128.173 MITRE Technique: T1071.001 | Associated Threat Actor: FIN7 | Unconventional IOC: Bios timestamp anomalies | {
"geo_location": "United Arab Emirates",
"device_hash": "38d79b787c684ee8ead4787cea26d6f3d12f099b",
"user_agent": "Opera/9.65.(Windows NT 6.1; tcy-IN) Presto/2.9.181 Version/11.00",
"session_id": "556494a7-9055-4538-9a2b-ab93b35c6956",
"risk_score": 40.97,
"confidence": 0.45
} | cunninghamkaren | success | null | null | null | MITRE Technique: T1071.001 | Associated Threat Actor: FIN7 | Unconventional IOC: Bios timestamp anomalies | Auth success for cunninghamkaren via biometric from 89.158.128.173 MITRE Technique: T1071.001 | Associated Threat Actor: FIN7 | Unconventional IOC: Bios timestamp anomalies | null | null | null | null | 89.158.128.173 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 7c:61:8c:7b:8b:e6 |
a56c95e0-bf94-4898-99c6-29aecdb28631 | 2025-05-18T21:39:23 | firewall | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|medium| desc=Firewall allow SMB traffic from 10.140.67.113:131 to 143.55.86.228:671 No additional info | {
"geo_location": "Marshall Islands",
"device_hash": "e79cc000897a29091889b77eeb02aba0ce7ec816",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; am-ET) AppleWebKit/534.30.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6534.30.4",
"session_id": "59c26592-5ba7-48bd-9770-d1c0d1c88a57... | null | allow | null | null | null | No additional info | Firewall allow SMB traffic from 10.140.67.113:131 to 143.55.86.228:671 No additional info | null | null | null | null | 10.140.67.113 | 143.55.86.228 | null | null | null | null | null | null | null | null | 131 | 671 | SMB | 736,902 | 2,703 | null | null |
9ea81475-7275-4011-8dfa-ac29da14b4af | 2025-07-10T19:25:28 | iot | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|critical| desc=IoT device Camera side_channel MITRE Technique: T1071.001 | Unconventional IOC: ACPI table modifications | {
"geo_location": "Mozambique",
"device_hash": "82843fd155fadcbd6791a9b3abad854a",
"user_agent": "Mozilla/5.0 (Android 2.1; Mobile; rv:47.0) Gecko/47.0 Firefox/47.0",
"session_id": "8655c76f-e3e7-43c8-a011-84050b105148",
"risk_score": 66.17,
"confidence": 0.95
} | null | side_channel | null | null | null | MITRE Technique: T1071.001 | Unconventional IOC: ACPI table modifications | IoT device Camera side_channel MITRE Technique: T1071.001 | Unconventional IOC: ACPI table modifications | null | Camera | iot-41fbdc94 | 9.2 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1657e082-b163-465e-bca5-4f49d3c2cc9f | 2025-06-23T12:05:32 | firewall | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop SSH traffic from 56.13.124.182:338 to 69.149.146.103:581 No additional info noise=Um9sZS4= | {
"geo_location": "Estonia",
"device_hash": "25ec92dea8a9cb5383db5e47ae52b4dc19c5958c",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 7_1_2 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) CriOS/33.0.886.0 Mobile/15J495 Safari/534.0",
"session_id": "20e69381-fb13-4269-9f98-4ccfde7bfe41",
"risk_score": 68.... | null | drop | null | null | null | No additional info | Firewall drop SSH traffic from 56.13.124.182:338 to 69.149.146.103:581 No additional info | null | null | null | null | 56.13.124.182 | 69.149.146.103 | null | null | null | null | null | null | null | null | 338 | 581 | SSH | 451,961 | 882 | null | null |
cbec0040-25ec-48e0-a078-e5ae4a211b91 | 2025-01-23T13:17:53 | endpoint | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop /draw/practice.mp4 by kochbobby No additional info | {
"geo_location": "Bahamas",
"device_hash": "092c11df6f05e1f62757d054699dfa6b",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_3 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) CriOS/25.0.878.0 Mobile/28E762 Safari/534.1",
"session_id": "66aef023-5940-4d63-954c-d6e0a2b917a5",
"risk_score": 87.18,... | kochbobby | process_stop | /draw/practice.mp4 | 1,448 | explorer.exe | No additional info | Endpoint process_stop /draw/practice.mp4 by kochbobby No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2ebd43a7-7868-48f3-aef4-cf9452446f41 | 2025-02-08T14:13:26 | ids_alert | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|high| desc=Snort Alert: Port Scan detected from 147.62.119.206 targeting 183.167.219.70 Associated Threat Actor: APT37 | Zero-day exploit pattern detected | {
"geo_location": "Turks and Caicos Islands",
"device_hash": "1b0590759dbbae42f99420a94a4453dc",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; nan-TW; rv:1.9.2.20) Gecko/7473-10-28 20:31:12 Firefox/3.8",
"session_id": "d508d663-7a06-4a87-be82-b9dd8ff58077",
"risk_score": 67.47,
"confidence": 0.83
} | null | null | null | null | null | Associated Threat Actor: APT37 | Zero-day exploit pattern detected | Snort Alert: Port Scan detected from 147.62.119.206 targeting 183.167.219.70 Associated Threat Actor: APT37 | Zero-day exploit pattern detected | {
"baseline_deviation": 1.95,
"entropy": 7.18,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 147.62.119.206 | 183.167.219.70 | Port Scan | SIG-7700 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
6e11ae11-5a95-4476-ba6c-dc0f8baf07b7 | 2025-01-24T14:43:10 | ai | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by matateresa No additional info | {
"geo_location": "Mayotte",
"device_hash": "d2fcc8cde981c817d2f46223335639bc3e1d5e5d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/534.21.5 (KHTML, like Gecko) Version/5.0 Safari/534.21.5",
"session_id": "075ba1dc-425d-4ceb-baea-1ff25392e60b",
"risk_score": 37.2,
"confidence": 0.55
... | matateresa | fine_tuning | null | null | null | No additional info | AI system fine_tuning by matateresa No additional info | null | null | null | null | null | null | null | null | null | null | null | model-5b1cd491 | 6299af055d3e67c2aa926b33444b29372a42cb51f5ca1af98389cc9f55da1a49 | 7ede195fe335a8af2edcff472411a594a4ed5a9e031ec0507abb2f1eac287839 | null | null | null | null | null | null | null |
924fad28-2a9b-45dd-b603-06353574dd28 | 2025-05-21T08:04:26 | firewall | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|info| desc=Firewall drop RDP traffic from 61.169.212.176:16369 to 20.185.198.195:117 Associated Threat Actor: Equation Group | {
"geo_location": "Iran",
"device_hash": "a226cec57cb9d9ed395ccb06c474fc34aa7ecdb5",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_1) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/24.0.866.0 Safari/532.2",
"session_id": "a81ad8d2-e966-4e4b-a2bd-a37165d72a95",
"risk_score": 97.56,
"confidence": 0.... | null | drop | null | null | null | Associated Threat Actor: Equation Group | Firewall drop RDP traffic from 61.169.212.176:16369 to 20.185.198.195:117 Associated Threat Actor: Equation Group | null | null | null | null | 61.169.212.176 | 20.185.198.195 | null | null | null | null | null | null | null | null | 16,369 | 117 | RDP | 343,389 | 130 | null | null |
b72cdf3f-85ef-4a90-8cb3-71ce1f808322 | 2025-01-26T01:49:35 | auth | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|info| desc=Auth timeout for karen85 via passwordless from 55.175.40.157 No additional info | {
"geo_location": "Iran",
"device_hash": "df2cab7ceac4c1e345eb88d7914050762250d29e0fa37c3fb7042761d22e75f1",
"user_agent": "Mozilla/5.0 (Android 2.3.4; Mobile; rv:46.0) Gecko/46.0 Firefox/46.0",
"session_id": "3abceb5c-0621-4b8d-a030-2277275cd2cd",
"risk_score": 52.95,
"confidence": 0.2
} | karen85 | timeout | null | null | null | No additional info | Auth timeout for karen85 via passwordless from 55.175.40.157 No additional info | null | null | null | null | 55.175.40.157 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | d2:fc:b8:e9:cc:2a |
cf3caafb-c437-4d17-b728-6037a07e6f46 | 2025-04-12T06:16:00 | iot | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|info| desc=IoT device Camera physical_tamper MITRE Technique: T1574.002 | {
"geo_location": "United States of America",
"device_hash": "f617879063eb343c225774d3eeff49405bcaa47b",
"user_agent": "Opera/9.86.(X11; Linux i686; se-NO) Presto/2.9.182 Version/11.00",
"session_id": "7269b3ad-2485-45c8-a76f-43c8a9276d2d",
"risk_score": 74.8,
"confidence": 0.86
} | null | physical_tamper | null | null | null | MITRE Technique: T1574.002 | IoT device Camera physical_tamper MITRE Technique: T1574.002 | null | Camera | iot-b2d138c2 | 4.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1b470cd2-422a-47b6-829f-3812e8c75653 | 2021-03-08T16:50:22 | network | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|critical| desc=Network covert_channel from 61.73.153.70 to 55.176.201.38 Unconventional IOC: Power consumption spikes | {
"geo_location": "Malaysia",
"device_hash": "c772206741d08c5f021747ea0a29b63ab9bde0241284fb3b39e8b26693632c9b",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_2 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) CriOS/28.0.863.0 Mobile/00Q736 Safari/536.0",
"session_id": "306df6c2-2f70-4362-872e-88cefbc543... | null | covert_channel | null | null | null | Unconventional IOC: Power consumption spikes | Network covert_channel from 61.73.153.70 to 55.176.201.38 Unconventional IOC: Power consumption spikes | null | null | null | null | 61.73.153.70 | 55.176.201.38 | null | null | null | null | null | null | null | null | null | null | HTTPS | 882,968 | null | null | null |
8182b418-25b5-4197-9e17-7e9443a93426 | 2025-03-01T13:01:56 | 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 71.49.26.238 targeting 153.211.249.7 MITRE Technique: T1059.001 | {
"geo_location": "Palau",
"device_hash": "217db62cc3cf58202b51843d2e248b09da15faba",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Trident/3.1)",
"session_id": "5abbc106-94c1-435d-8dd9-0b478ae65ef0",
"risk_score": 81.57,
"confidence": 0.43
} | null | null | null | null | null | MITRE Technique: T1059.001 | Vectra AI Alert: Credential Stuffing detected from 71.49.26.238 targeting 153.211.249.7 MITRE Technique: T1059.001 | null | null | null | null | 71.49.26.238 | 153.211.249.7 | Credential Stuffing | SIG-9405 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
f794fa2f-ec28-43ba-a716-dda8fdf61016 | 2025-03-07T03:10:17 | cloud | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in Azure by bentonbrian No additional info | {
"geo_location": "Pitcairn Islands",
"device_hash": "65cf4c449a19c5633968806dfed3c93572dcffb272c50a733a1193b7c11ce789",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_1; rv:1.9.3.20) Gecko/6325-11-10 09:05:12 Firefox/9.0",
"session_id": "f2cd98f9-4eda-4bd7-91b4-55e43ac251ab",
"risk_score": 39.86,... | bentonbrian | api_abuse | null | null | null | No additional info | Cloud api_abuse in Azure by bentonbrian No additional info | null | null | null | null | null | null | null | null | null | Azure | res-72293fd4 | null | null | null | null | null | null | null | null | null | null |
ea0c84b3-da8d-4ce3-a88e-9ec7f07d3450 | 2025-03-29T12:54:51 | ai | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|medium| desc=AI system fine_tuning by pphillips No additional info | {
"geo_location": "Maldives",
"device_hash": "d76a3782b9212d71dc578dbbc8471953170a12ba9430bbb3ad87dbc67c2aa3f3",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_2_1 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/10.6e1159.0 Mobile/08A111 Safari/532.0",
"session_id": "7c18c8dc-6306-47d5-8253-d58... | pphillips | fine_tuning | null | null | null | No additional info | AI system fine_tuning by pphillips No additional info | null | null | null | null | null | null | null | null | null | null | null | model-65b2d4e0 | cb244e165d2e1924de378792fc4110d3456ed63d541f59ac4a681f1d05184426 | ff843b107700ef003dc59cf6050381f06572f7edf00a453ecb0ba75201d28a7a | null | null | null | null | null | null | null |
18a348f7-8d26-4813-b048-719ceb394585 | 2025-02-12T19:03:20 | iot | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat unusual_activity No additional info | {
"geo_location": "British Virgin Islands",
"device_hash": "8e7fc4406d9e7b9813d748363a1a73bb",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; ber-MA) AppleWebKit/535.32.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6535.32.5",
"session_id": "fb7b74d2-22d5-4569-9f74-3cf2f7aa4aec"... | null | unusual_activity | null | null | null | No additional info | IoT device Thermostat unusual_activity No additional info | null | Thermostat | iot-acc91f23 | 1.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d72d35e7-caac-422c-b24c-84c4dd50ed11 | 2025-02-26T20:34:55 | endpoint | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec fire by robertdiaz No additional info | {
"geo_location": "Hong Kong",
"device_hash": "1d5322bbb4483bc1ed931089b59554aa2559294e",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/533.38.3 (KHTML, like Gecko) Version/5.0 Safari/533.38.3",
"session_id": "fcedee79-9d99-4a7d-a865-6f45c42333d7",
"risk_score": 61.81,
"confidence": 0.... | robertdiaz | wmi_exec | fire | 7,138 | svchost.exe | No additional info | Endpoint wmi_exec fire by robertdiaz No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3bfc510c-73eb-4e1c-a870-0bcf8352bc1c | 2025-04-09T18:24:06 | auth | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|info| desc=Auth failed for lowerypaula via key from 169.251.55.142 No additional info | {
"geo_location": "Qatar",
"device_hash": "1703c9aae60309a0f21e0b5d05f332b5",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/532.1.1 (KHTML, like Gecko) Version/4.0 Safari/532.1.1",
"session_id": "3f92677a-f90a-4fcb-8147-1d63e9953539",
"risk_score": 71.24,
"confidence": 0.08
} | lowerypaula | failed | null | null | null | No additional info | Auth failed for lowerypaula via key from 169.251.55.142 No additional info | null | null | null | null | 169.251.55.142 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 06:b1:f5:76:47:16 |
e630c527-af11-40a3-8a59-02358a95676c | 2025-05-11T13:30:16 | cloud | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|high| desc=Cloud container_escape in Azure by nchan No additional info noise=compare|participant|fire | {
"geo_location": "Uruguay",
"device_hash": "d1cf1f314fbe21dea57ef13bb178957a82b6c53cda42fab089f1ca79b02c6e57",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Trident/3.1)",
"session_id": "d0f1f1ba-f859-4608-a7db-2a4fac13194a",
"risk_score": 42.79,
"confidence": 0.84
} | nchan | container_escape | null | null | null | No additional info | Cloud container_escape in Azure by nchan No additional info | null | null | null | null | null | null | null | null | null | Azure | res-80c4fa42 | null | null | null | null | null | null | null | null | null | null |
bb46ca98-cdd0-45d6-aaa5-e1eb05c4122b | 2025-04-27T12:36:39 | ai | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|info| desc=AI system model_access by jsimmons MITRE Technique: T1566.001 | Associated Threat Actor: DarkSide | {
"geo_location": "Denmark",
"device_hash": "926c5fe84c79d9f3776f96649bac97ff2a2cd97c7245034fe10889a51b2deccf",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_5_9) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/52.0.830.0 Safari/533.1",
"session_id": "9bf592b6-bc8a-46ae-84c3-285417fa3718",
"risk_score":... | jsimmons | model_access | null | null | null | MITRE Technique: T1566.001 | Associated Threat Actor: DarkSide | AI system model_access by jsimmons MITRE Technique: T1566.001 | Associated Threat Actor: DarkSide | null | null | null | null | null | null | null | null | null | null | null | model-ef56b0d8 | 946f2799883eb92af611875ae687b955984065de | ff2426148f6a8210bbcdf3c4eda849ef | null | null | null | null | null | null | null |
a9283d56-fd6a-43e8-b080-2d32850f03fa | 2027-12-17T13:28:41 | auth | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for rmartinez via OAuth from 213.251.150.48 No additional info | {
"geo_location": "Cook Islands",
"device_hash": "f9eb6202828ef9d28c81277b6285542c",
"user_agent": "Opera/8.10.(Windows CE; sd-IN) Presto/2.9.176 Version/12.00",
"session_id": "28f2b28e-6d91-40c9-90b1-2fc3b26c0176",
"risk_score": 51.74,
"confidence": 0.46
} | rmartinez | timeout | null | null | null | No additional info | Auth timeout for rmartinez via OAuth from 213.251.150.48 No additional info | null | null | null | null | 213.251.150.48 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 4e:9a:0f:ac:72:11 |
c408a49f-7b74-46c7-acb0-bd91cd87b250 | 2025-03-08T02:59:34 | cloud | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in Alibaba by morenoclinton Associated Threat Actor: APT37 noise=C4B6B397 | {
"geo_location": "Costa Rica",
"device_hash": "df8d65d40d1bd1877a045d0185892e9a9ee32296",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/5.0)",
"session_id": "20b9daf5-0251-4b96-91a5-1171ed086b9d",
"risk_score": 82.65,
"confidence": 1
} | morenoclinton | crypto_mining | null | null | null | Associated Threat Actor: APT37 | Cloud crypto_mining in Alibaba by morenoclinton Associated Threat Actor: APT37 | null | null | null | null | null | null | null | null | null | Alibaba | res-1845e024 | null | null | null | null | null | null | null | null | null | null |
de4c8cc1-8d38-4b0e-a66b-3d55fc22743e | 2025-02-17T05:27:48 | iot | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|high| desc=IoT device Thermostat side_channel MITRE Technique: T1071.001 | {
"geo_location": "Djibouti",
"device_hash": "8fb2a9d0a0cce08ba6cce7c66ce032fe",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Win 9x 4.90; Trident/3.0)",
"session_id": "0831692b-b3ca-4d16-a5de-8f97472bc1c5",
"risk_score": 43.2,
"confidence": 0.34
} | null | side_channel | null | null | null | MITRE Technique: T1071.001 | IoT device Thermostat side_channel MITRE Technique: T1071.001 | null | Thermostat | iot-b137a1f2 | 6.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f7a42c4a-f403-4507-a05d-c3e357e0488b | 2025-01-24T23:44:26 | cloud | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in Azure by timothy16 No additional info noise=posts/app/posts | {
"geo_location": "Burkina Faso",
"device_hash": "37e5c4632722d058e2fa82b7ef2d29d4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/5.1)",
"session_id": "d01c285c-543e-43c7-b872-c97b2afb33e4",
"risk_score": 70.83,
"confidence": 0.35
} | timothy16 | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in Azure by timothy16 No additional info | null | null | null | null | null | null | null | null | null | Azure | res-640a9653 | null | null | null | null | null | null | null | null | null | null |
16e6c66d-4add-4ad3-9be3-4caa551a8e21 | 2025-05-21T08:12:37 | firewall | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|medium| desc=Firewall allow NTP traffic from 44.40.161.17:445 to 10.180.247.67:343 MITRE Technique: T1543.003 | {
"geo_location": "Guadeloupe",
"device_hash": "241406277b7cce7c7ecd3a0588c0920e",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; sa-IN) AppleWebKit/534.7.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B111 Safari/6534.7.7",
"session_id": "af2f27c2-2b6b-4305-97db-45c41a132650",
"risk_score... | null | allow | null | null | null | MITRE Technique: T1543.003 | Firewall allow NTP traffic from 44.40.161.17:445 to 10.180.247.67:343 MITRE Technique: T1543.003 | null | null | null | null | 44.40.161.17 | 10.180.247.67 | null | null | null | null | null | null | null | null | 445 | 343 | NTP | 977,645 | 302 | null | null |
f8fc3d83-2346-4f01-a42c-0e70b9a99945 | 2025-03-25T14:23:25 | iot | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|low| desc=IoT device Medical unusual_activity No additional info | {
"geo_location": "Angola",
"device_hash": "6b144d035ee187f2ccb7b544ed2003bcb1ff9709ea222424b9e86515ace4940c",
"user_agent": "Mozilla/5.0 (Windows CE) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/53.0.841.0 Safari/533.1",
"session_id": "c2092fd8-6b89-488e-b06f-e64388a8a0b9",
"risk_score": 56.94,
"confidence... | null | unusual_activity | null | null | null | No additional info | IoT device Medical unusual_activity No additional info | null | Medical | iot-4e06d7cb | 3.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e10f9a22-e60f-47b3-8f0d-21f9de91d87a | 2025-06-22T21:53:35 | ai | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by daniellewhite MITRE Technique: T1110.003 | {
"geo_location": "Antigua and Barbuda",
"device_hash": "1581ccffaba199c5bfdb78fc66aca725",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.2; Trident/3.0)",
"session_id": "482540ac-d38e-4736-b311-30f39c4bcb9f",
"risk_score": 60.41,
"confidence": 0.18
} | daniellewhite | prompt_injection | null | null | null | MITRE Technique: T1110.003 | AI system prompt_injection by daniellewhite MITRE Technique: T1110.003 | null | null | null | null | null | null | null | null | null | null | null | model-d117c911 | f32e2c527b80b648dddc63932de77c4f4e755891 | 19e2ead1cda46996b788c44309e7457ea0485a16 | null | null | null | null | null | null | null |
a8b53799-ea23-4d3b-9096-d19b5aface51 | 2025-06-13T14:12:54 | auth | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|high| desc=Auth bypass for qmiller via MFA from 17.154.254.113 MITRE Technique: T1574.002 | {
"geo_location": "Brunei Darussalam",
"device_hash": "69cc119137b10222f927911eec67882c",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_3 rv:5.0; mag-IN) AppleWebKit/532.14.1 (KHTML, like Gecko) Version/4.0.1 Safari/532.14.1",
"session_id": "6dd0f29b-4dda-4ba5-af42-ffa134d9761d",
"risk_score": 0... | qmiller | bypass | null | null | null | MITRE Technique: T1574.002 | Auth bypass for qmiller via MFA from 17.154.254.113 MITRE Technique: T1574.002 | null | null | null | null | 17.154.254.113 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | 51:71:fc:5a:a1:07 |
5d63fb7c-1b2a-49e4-a93e-e0bd87a09d17 | 2025-06-24T05:02:59 | firewall | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop SMB traffic from 142.251.201.183:475 to 57.58.82.207:245 No additional info | {
"geo_location": "Yemen",
"device_hash": "23a9211c4c9d20e6e4e69214f340f05c438b3090",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/3.0)",
"session_id": "51b71dd3-2f4c-4d3b-b147-3fa78fef7e7b",
"risk_score": 39.99,
"confidence": 0.76
} | null | drop | null | null | null | No additional info | Firewall drop SMB traffic from 142.251.201.183:475 to 57.58.82.207:245 No additional info | null | null | null | null | 142.251.201.183 | 57.58.82.207 | null | null | null | null | null | null | null | null | 475 | 245 | SMB | 465,737 | 967 | null | null |
b6e6cadc-a16a-4fbe-a738-2f23a27d3aa0 | 2025-06-09T21:35:36 | endpoint | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint powershell_exec /daughter/benefit.mp3 by qterrell No additional info | {
"geo_location": "Nicaragua",
"device_hash": "8fee87bb91dc3f7ddd10cf118f86c0ba626dccc098b6f602fb64e8675c10cf00",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Trident/5.1)",
"session_id": "309c91d9-0259-4ae2-888b-64395d13151c",
"risk_score": 41.31,
"confidence": 0.03
} | qterrell | powershell_exec | /daughter/benefit.mp3 | 3,203 | svchost.exe | No additional info | Endpoint powershell_exec /daughter/benefit.mp3 by qterrell No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a151a0f9-0fcb-4c51-ab40-9b0b70bd2f8c | 2025-01-13T23:49:17 | iot | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC protocol_violation No additional info noise=tag/wp-content/list | {
"geo_location": "Sweden",
"device_hash": "fae4e65bd10084559446311b8973548160d888bf",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 3_1_3 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) FxiOS/18.1q6736.0 Mobile/47R012 Safari/531.2",
"session_id": "7c40a059-1d6a-43ed-90f7-9ce7dc59a25f",
"risk_score": 52.... | null | protocol_violation | null | null | null | No additional info | IoT device HVAC protocol_violation No additional info | null | HVAC | iot-3975c13b | 4.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
557667ff-50f1-45c8-bddd-973af97da22c | 2025-04-01T16:34:32 | network | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 4.21.98.246 to 60.55.63.57 MITRE Technique: T1574.002 | {
"geo_location": "Cuba",
"device_hash": "5740adde009d41198d79378ef893e700",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; hi-IN) AppleWebKit/531.2.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6531.2.1",
"session_id": "de916972-9877-4d07-9dc1-91faf6b5903d",
"risk_score": 53.... | null | data_exfiltration | null | null | null | MITRE Technique: T1574.002 | Network data_exfiltration from 4.21.98.246 to 60.55.63.57 MITRE Technique: T1574.002 | {
"baseline_deviation": 1.81,
"entropy": 3.53,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 4.21.98.246 | 60.55.63.57 | null | null | null | null | null | null | null | null | null | null | UDP | 81,382 | null | null | null |
2ac4a79b-7978-4d93-8472-9823cdbbe705 | 2025-02-19T02:37:20 | ids_alert | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|low| desc=Suricata Alert: DNS Tunneling detected from 190.101.245.179 targeting 102.19.239.50 No additional info noise=C95FD14E | {
"geo_location": "Turkmenistan",
"device_hash": "08d91a834eeb1b702cefd163cc378916c2edd066ea86a8c4dbe2688affb5b416",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_6; rv:1.9.4.20) Gecko/6943-03-14 10:19:22 Firefox/3.8",
"session_id": "c1545822-6d63-40d5-91c0-206165609a69",
"risk_score": 77.41,
"... | null | null | null | null | null | No additional info | Suricata Alert: DNS Tunneling detected from 190.101.245.179 targeting 102.19.239.50 No additional info | null | null | null | null | 190.101.245.179 | 102.19.239.50 | DNS Tunneling | SIG-8991 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
fd0af2e2-5dcb-4f2d-ac7f-81e9ba67ac60 | 2025-06-13T12:51:53 | iot | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera unusual_activity MITRE Technique: T1078.004 | Associated Threat Actor: Conti | {
"geo_location": "Botswana",
"device_hash": "3adaf00835404d7033583e1c16557c07",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_1 rv:6.0; ce-RU) AppleWebKit/531.29.7 (KHTML, like Gecko) Version/5.1 Safari/531.29.7",
"session_id": "572963dc-87e7-42dc-baf9-324ab7d0771b",
"risk_score": 31.06,
"co... | null | unusual_activity | null | null | null | MITRE Technique: T1078.004 | Associated Threat Actor: Conti | IoT device Camera unusual_activity MITRE Technique: T1078.004 | Associated Threat Actor: Conti | {
"baseline_deviation": 2.61,
"entropy": 4.25,
"frequency_anomaly": false,
"sequence_anomaly": false
} | Camera | iot-d022e668 | 1.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7d5a68d3-9c3e-4210-b7b2-9414e30489ce | 2025-03-12T01:10:34 | firewall | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop DNS traffic from 14.219.171.213:455 to 21.182.69.225:167 Associated Threat Actor: Inception Framework | {
"geo_location": "Equatorial Guinea",
"device_hash": "8ebf560e3afef527061e0d24581513dc7cdd088e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.01; Trident/3.0)",
"session_id": "9d364a09-6dda-44b7-84d4-7918dbfff6c3",
"risk_score": 36.39,
"confidence": 0.24
} | null | drop | null | null | null | Associated Threat Actor: Inception Framework | Firewall drop DNS traffic from 14.219.171.213:455 to 21.182.69.225:167 Associated Threat Actor: Inception Framework | null | null | null | null | 14.219.171.213 | 21.182.69.225 | null | null | null | null | null | null | null | null | 455 | 167 | DNS | 707,410 | 787 | null | null |
2489f372-4834-455a-a02d-78a62f4167e6 | 2025-05-01T23:55:50 | firewall | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop TCP traffic from 11.66.238.252:118 to 222.208.134.204:2842 MITRE Technique: T1078.004 | {
"geo_location": "Western Sahara",
"device_hash": "9f3f997b45009edaebb507b035dd234597bc15601d18d9217102995920127da1",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_5; rv:1.9.6.20) Gecko/9336-10-02 02:14:39 Firefox/3.8",
"session_id": "13ba34b7-52f4-41f1-b30b-ad021a319f4e",
"risk_score": 56.74,... | null | drop | null | null | null | MITRE Technique: T1078.004 | Firewall drop TCP traffic from 11.66.238.252:118 to 222.208.134.204:2842 MITRE Technique: T1078.004 | null | null | null | null | 11.66.238.252 | 222.208.134.204 | null | null | null | null | null | null | null | null | 118 | 2,842 | TCP | 296,027 | 770 | null | null |
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