event_id stringlengths 36 36 | timestamp timestamp[s]date 2020-07-12 21:38:20 2030-07-10 06:49:21 | event_type stringclasses 8 values | source stringclasses 20 values | severity stringclasses 6 values | raw_log stringlengths 91 282 | advanced_metadata dict | src_ip stringlengths 8 15 ⌀ | dst_ip stringlengths 3 15 ⌀ | alert_type stringclasses 17 values | signature_id stringlengths 8 8 ⌀ | category stringclasses 5 values | additional_info stringlengths 18 148 | description stringlengths 45 225 | action stringclasses 55 values | bytes int64 105 1,000k ⌀ | protocol stringclasses 10 values | user stringlengths 3 22 ⌀ | object stringlengths 1 32 ⌀ | process_id int64 100 10k ⌀ | parent_process stringclasses 4 values | behavioral_analytics dict | device_type stringclasses 5 values | device_id stringlengths 12 12 ⌀ | firmware_version stringclasses 100 values | src_port int64 1 65.5k ⌀ | dst_port int64 1 65.5k ⌀ | duration int64 1 3.6k ⌀ | method stringclasses 7 values | mac_address stringlengths 17 17 ⌀ | model_id stringlengths 14 14 ⌀ | input_hash stringlengths 32 64 ⌀ | output_hash stringlengths 32 64 ⌀ | cloud_service stringclasses 5 values | resource_id stringlengths 12 12 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3a6d7fbb-ec64-402e-aa8b-844ae6d871d5 | 2025-05-28T12:51:40 | network | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|low| desc=Network bandwidth_usage from 190.75.132.198 to 133.24.86.76 No additional info | {
"geo_location": "Armenia",
"device_hash": "6fb8fd5089df242cf13ad9a13e15bb70c015f5ec",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; niu-NU) AppleWebKit/535.16.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B119 Safari/6535.16.1",
"session_id": "0993ffc2-5299-49c0-bb40-0a960a5a5002",
"risk_score": 57.7,
"confidence": 0.1
} | 190.75.132.198 | 133.24.86.76 | null | null | null | No additional info | Network bandwidth_usage from 190.75.132.198 to 133.24.86.76 No additional info | bandwidth_usage | 613,929 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4d861cd3-d900-4525-ae02-01f6ce2f1905 | 2025-02-04T04:14:20 | endpoint | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint powershell_exec /many/head.mp3 by antonio87 No additional info | {
"geo_location": "Liechtenstein",
"device_hash": "397de49a378e99b8fddf6411be813778",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/5.1)",
"session_id": "887b5a27-46fd-4de3-8163-60e034c29bd6",
"risk_score": 17.73,
"confidence": 0.83
} | null | null | null | null | null | No additional info | Endpoint powershell_exec /many/head.mp3 by antonio87 No additional info | powershell_exec | null | null | antonio87 | /many/head.mp3 | 7,924 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9ad92eda-cc8d-4a6b-a254-cbf307702058 | 2025-01-24T07:32:53 | ai | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|high| desc=AI system prompt_injection by garrettrichard No additional info | {
"geo_location": "Venezuela",
"device_hash": "21549b656fdbd6d0b1d385214bae516b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/531.25.3 (KHTML, like Gecko) Version/5.1 Safari/531.25.3",
"session_id": "b10d2160-8c6a-4c0b-8e00-d3a69fc397bc",
"risk_score": 56.58,
"confidence": 0.74
} | null | null | null | null | null | No additional info | AI system prompt_injection by garrettrichard No additional info | prompt_injection | null | null | garrettrichard | null | null | null | {
"baseline_deviation": 1.93,
"entropy": 3.36,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | model-38913122 | c9f32a9415c1b21d65d20a11ece898f8 | 58438ffdae625af9322df584b5de2f3f | null | null |
a9d835fc-f409-43ba-8f7f-78b41b3b6e03 | 2025-06-24T21:10:15 | ai | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by melissabyrd No additional info | {
"geo_location": "Lithuania",
"device_hash": "e7828d2df085abfc4a36c817723b4c01c06ca561",
"user_agent": "Opera/9.39.(X11; Linux i686; brx-IN) Presto/2.9.190 Version/10.00",
"session_id": "bc990cf9-831b-4cf8-8bfb-787db61c2b34",
"risk_score": 55.76,
"confidence": 0.55
} | null | null | null | null | null | No additional info | AI system fine_tuning by melissabyrd No additional info | fine_tuning | null | null | melissabyrd | null | null | null | null | null | null | null | null | null | null | null | null | model-64038e0b | 3a15e7bf542e4e4396e4e915d049bd1b2ffc0d45 | ad09681ca123fccac12ed72d2e225983fd7e2420611e7b762895d944ee263ff6 | null | null |
c917c144-63fc-40a8-89e6-4786e603399c | 2025-05-29T00:32:48 | endpoint | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint registry_change when by frankchristopher No additional info noise=western|would|crime | {
"geo_location": "Pakistan",
"device_hash": "f39087d6122312e24b96e6f6356e063dad8fb77812f928ec0a71625973840e39",
"user_agent": "Opera/9.62.(Windows NT 5.0; bs-BA) Presto/2.9.188 Version/12.00",
"session_id": "0c3451bc-9b3d-481e-ad66-548231e33a96",
"risk_score": 50.86,
"confidence": 0.13
} | null | null | null | null | null | No additional info | Endpoint registry_change when by frankchristopher No additional info | registry_change | null | null | frankchristopher | when | 7,022 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
833bc31c-88c2-401e-b98d-67b0d8dceb8b | 2025-01-30T22:36:02 | cloud | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in Azure by nicholas33 No additional info | {
"geo_location": "Czech Republic",
"device_hash": "ab2e7b0a9697d6b24eb7b88c84706f41fabcd5adeebff86ab3304c20b0513586",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 10.0; Trident/4.0)",
"session_id": "955b0681-67f1-46df-b722-567b225367ce",
"risk_score": 61.97,
"confidence": 0.38
} | null | null | null | null | null | No additional info | Cloud crypto_mining in Azure by nicholas33 No additional info | crypto_mining | null | null | nicholas33 | null | null | null | {
"baseline_deviation": 2.18,
"entropy": 2.72,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | Azure | res-7e81ff82 |
0dab1700-88f2-4b62-b3bb-68a6e689dd11 | 2025-05-30T10:10:00 | network | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|medium| desc=Network connection from 182.252.176.245 to 103.0.173.55 MITRE Technique: T1059.005 | {
"geo_location": "Poland",
"device_hash": "bfbbe354712651e95acbb4d01254b1802d796b54b16fdf107229a29f422eb9f8",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 4_3_5 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) FxiOS/10.8i3395.0 Mobile/93K637 Safari/533.0",
"session_id": "3a633503-1f02-479e-a66c-44edcfef7c92",
"risk_score": 40.11,
"confidence": 0.99
} | 182.252.176.245 | 103.0.173.55 | null | null | null | MITRE Technique: T1059.005 | Network connection from 182.252.176.245 to 103.0.173.55 MITRE Technique: T1059.005 | connection | 242,032 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c0fa81c4-9a14-4899-9561-b90ed4fd0109 | 2025-03-28T21:36:19 | firewall | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only HTTPS traffic from 10.84.193.13:96 to 159.88.202.43:922 No additional info | {
"geo_location": "Tokelau",
"device_hash": "2e056521e695df74312547505b5057dcccd82bb4",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_7) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/30.0.809.0 Safari/535.1",
"session_id": "115d6372-7a3c-4a49-b45d-efeaabf6ee77",
"risk_score": 80.68,
"confidence": 0.64
} | 10.84.193.13 | 159.88.202.43 | null | null | null | No additional info | Firewall log-only HTTPS traffic from 10.84.193.13:96 to 159.88.202.43:922 No additional info | log-only | 645,342 | HTTPS | null | null | null | null | null | null | null | null | 96 | 922 | 1,749 | null | null | null | null | null | null | null |
2a0253df-8bc0-4d3e-8e55-3919e7c06bc7 | 2030-03-27T13:02:02 | cloud | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|medium| desc=Cloud lambda_execution in Alibaba by seanbrown No additional info | {
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "ba7be65da6ce1b92ee289c0c6de1ff019749513915cca61d01cb9203d595c885",
"user_agent": "Opera/8.24.(X11; Linux x86_64; ps-AF) Presto/2.9.174 Version/10.00",
"session_id": "ae90a75f-4a3c-4a02-8a15-c9e9ae493e5f",
"risk_score": 51.09,
"confidence": 0.14
} | null | null | null | null | null | No additional info | Cloud lambda_execution in Alibaba by seanbrown No additional info | lambda_execution | null | null | seanbrown | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-e40a5fc6 |
9171970d-490d-4a78-b965-6859b61afce8 | 2025-02-24T00:52:05 | iot | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|low| desc=IoT device Sensor physical_tamper No additional info | {
"geo_location": "Fiji",
"device_hash": "87fd09685b008b2f90320cb1e4396919ef2dec1c",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_2; rv:1.9.2.20) Gecko/8106-04-01 16:13:26 Firefox/3.8",
"session_id": "8fb83605-1454-4fbc-b709-45003e02b2ea",
"risk_score": 38.66,
"confidence": 0.34
} | null | null | null | null | null | No additional info | IoT device Sensor physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Sensor | iot-abc6b15f | 4.5 | null | null | null | null | null | null | null | null | null | null |
4d8ce31d-20d6-4bbb-8e42-26c05527d45a | 2025-06-05T06:41:32 | ids_alert | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|low| desc=Palo Alto Cortex Alert: DDoS detected from 220.14.129.99 targeting 131.83.226.215 MITRE Technique: T1543.003 noise=77DE4B3C | {
"geo_location": "Wallis and Futuna",
"device_hash": "6c8440fd1cdcd28c75d793e1f7e00ac9e07db597eabce68b213d0508abd6f627",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.0; Trident/5.0)",
"session_id": "a1d0c62d-2192-428b-8cd1-a917f7a392ec",
"risk_score": 31.07,
"confidence": 0.79
} | 220.14.129.99 | 131.83.226.215 | DDoS | SIG-3330 | Policy | MITRE Technique: T1543.003 | Palo Alto Cortex Alert: DDoS detected from 220.14.129.99 targeting 131.83.226.215 MITRE Technique: T1543.003 | null | null | null | null | null | null | null | {
"baseline_deviation": 2.04,
"entropy": 6.7,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
e6a59e40-a9f0-4372-acdb-5c40ddfe6eae | 2025-05-13T08:34:32 | 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 MITRE Technique: T1547.001 noise=tags/wp-content/blog | {
"geo_location": "Saint Kitts and Nevis",
"device_hash": "6a1a28057d2a5954b7527b736409967d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/3.1)",
"session_id": "461f81e5-7328-4d7b-a088-3ae683b697de",
"risk_score": 56.5,
"confidence": 0.25
} | null | null | null | null | null | MITRE Technique: T1547.001 | IoT device Medical unusual_activity MITRE Technique: T1547.001 | unusual_activity | null | null | null | null | null | null | null | Medical | iot-e8e5fab6 | 3.1 | null | null | null | null | null | null | null | null | null | null |
6c0b90c3-84aa-4de6-8e86-b1910fce03c0 | 2025-04-29T12:53:20 | ai | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by christopher02 No additional info | {
"geo_location": "Korea",
"device_hash": "85a338917df8a37e88104ef9a2cd8e00c825bb1239d5d5eabc33488bd8460188",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; unm-US) AppleWebKit/531.6.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B119 Safari/6531.6.6",
"session_id": "db515b5e-dd52-4b56-9688-71c42eb2f5e9",
"risk_score": 27.69,
"confidence": 0.51
} | null | null | null | null | null | No additional info | AI system adversarial_input by christopher02 No additional info | adversarial_input | null | null | christopher02 | null | null | null | null | null | null | null | null | null | null | null | null | model-500ce3aa | d6395efe3c0b2bd82df57189557b0f9060b80c2410b26c53ff0920e2227fc7f6 | 4d35d31bb65e11bf6ac74c28415e61e4 | null | null |
befef03c-1e16-4424-bcef-df7e74f00751 | 2025-04-02T15:25:42 | endpoint | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|critical| desc=Endpoint registry_change star by robinsonjennifer MITRE Technique: T1134.001 | Unconventional IOC: TPM attestation failures noise=5737601D | {
"geo_location": "Uzbekistan",
"device_hash": "1e181c0919f21ec5059680ba5f8bba2c4467a47527df4ad2588d2c051e386883",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_2 rv:4.0; uk-UA) AppleWebKit/531.6.2 (KHTML, like Gecko) Version/5.0 Safari/531.6.2",
"session_id": "36eda7b0-b933-457c-af25-d0fcc62744ed",
"risk_score": 65,
"confidence": 0.61
} | null | null | null | null | null | MITRE Technique: T1134.001 | Unconventional IOC: TPM attestation failures | Endpoint registry_change star by robinsonjennifer MITRE Technique: T1134.001 | Unconventional IOC: TPM attestation failures | registry_change | null | null | robinsonjennifer | star | 9,114 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8623c7b4-14f8-4e0b-8697-421929dfefe7 | 2025-02-21T00:14:11 | cloud | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|info| desc=Cloud api_abuse in Alibaba by kevin26 MITRE Technique: T1574.002 noise=QWxsIGNhcmQu | {
"geo_location": "Gambia",
"device_hash": "726fcf6c78104d4c4adb6a5dc20936585203df58",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.0; Trident/4.0)",
"session_id": "0b0a74a9-9d4c-4270-a379-30212eabfd93",
"risk_score": 54.68,
"confidence": 0.38
} | null | null | null | null | null | MITRE Technique: T1574.002 | Cloud api_abuse in Alibaba by kevin26 MITRE Technique: T1574.002 | api_abuse | null | null | kevin26 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-8c33d6dc |
90dfb46a-88c1-4b5a-8f52-924c24f0a9f1 | 2025-04-18T10:22:46 | endpoint | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start /must/everyone.bmp by alexgordon No additional info noise=F0CF2A80 | {
"geo_location": "Russia",
"device_hash": "11afa989b6ba856291bc976a5f755e21",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/33.0.860.0 Safari/534.0",
"session_id": "650c07a7-6aa6-4e88-9def-f2970da5847b",
"risk_score": 48,
"confidence": 0.45
} | null | null | null | null | null | No additional info | Endpoint process_start /must/everyone.bmp by alexgordon No additional info | process_start | null | null | alexgordon | /must/everyone.bmp | 4,596 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
92a6f302-a38d-4ca0-b825-4506d04d5880 | 2025-01-25T09:00:43 | ids_alert | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|medium| desc=LogRhythm Alert: Living-off-the-Land detected from 10.37.16.140 targeting N/A MITRE Technique: T1486 | {
"geo_location": "Uzbekistan",
"device_hash": "9623724018f3e7ff5d145a60117264cb",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 6_1_6 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) CriOS/62.0.814.0 Mobile/18D769 Safari/534.0",
"session_id": "27c9ee87-de69-4501-a8a0-fbdd805995b4",
"risk_score": 74.46,
"confidence": 0.97
} | 10.37.16.140 | N/A | Living-off-the-Land | SIG-5467 | Recon | MITRE Technique: T1486 | LogRhythm Alert: Living-off-the-Land detected from 10.37.16.140 targeting N/A MITRE Technique: T1486 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
17990d80-1585-419f-a963-bf7728a347c0 | 2025-02-20T14:23:38 | iot | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|info| desc=IoT device Camera sensor_spoofing MITRE Technique: T1071.001 | Associated Threat Actor: TA505 | {
"geo_location": "Mozambique",
"device_hash": "1c02030b024d675c9103988d50ca2abc2998c613",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_6 rv:6.0; lv-LV) AppleWebKit/533.5.1 (KHTML, like Gecko) Version/5.0.3 Safari/533.5.1",
"session_id": "69dbfca5-5896-4da5-85e6-e9c9b3eac9c0",
"risk_score": 51.71,
"confidence": 0.8
} | null | null | null | null | null | MITRE Technique: T1071.001 | Associated Threat Actor: TA505 | IoT device Camera sensor_spoofing MITRE Technique: T1071.001 | Associated Threat Actor: TA505 | sensor_spoofing | null | null | null | null | null | null | null | Camera | iot-c7f33ac1 | 2.3 | null | null | null | null | null | null | null | null | null | null |
36d63189-ae95-4cb2-8437-43c28b072a12 | 2025-03-05T15:47:12 | ai | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by tammy88 MITRE Technique: T1053.005 noise=0FDF98B9 | {
"geo_location": "Argentina",
"device_hash": "7c4eb02cc0fb11b1917d252b421b4ec4f3f7135e",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/53.0.864.0 Safari/531.2",
"session_id": "defb5c49-cb2a-4182-96e1-20ab48462d34",
"risk_score": 63.18,
"confidence": 0.99
} | null | null | null | null | null | MITRE Technique: T1053.005 | AI system adversarial_input by tammy88 MITRE Technique: T1053.005 | adversarial_input | null | null | tammy88 | null | null | null | null | null | null | null | null | null | null | null | null | model-151c97c0 | d8e1431afab62f3f8624541e17925d43 | 1afe512201da4e997e71f05ce42d12ede8dbb74e | null | null |
e74f4091-81c8-4102-a077-8f6674de69e3 | 2025-04-21T21:39:53 | firewall | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|high| desc=Firewall quarantine DNS traffic from 97.30.237.31:348 to 97.140.52.17:228 No additional info noise=F2930C2A | {
"geo_location": "Azerbaijan",
"device_hash": "4b42e49d7cd0867a8fd312d41e8c4121c950ebb2ea3e11f95109beeab33a3490",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_3; rv:1.9.5.20) Gecko/8183-11-11 23:57:25 Firefox/3.6.18",
"session_id": "1c0c1be4-9c0f-4e13-bc98-1af7b7f7434c",
"risk_score": 41.82,
"confidence": 0.69
} | 97.30.237.31 | 97.140.52.17 | null | null | null | No additional info | Firewall quarantine DNS traffic from 97.30.237.31:348 to 97.140.52.17:228 No additional info | quarantine | 451,290 | DNS | null | null | null | null | null | null | null | null | 348 | 228 | 1,642 | null | null | null | null | null | null | null |
383241e4-9b08-47a5-a1a4-6e167bb4fd3c | 2025-05-16T16:24:24 | ids_alert | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|low| desc=Wazuh Alert: ICS Attack detected from 51.188.95.140 targeting 47.169.45.246 No additional info noise=group|fish|nice | {
"geo_location": "Northern Mariana Islands",
"device_hash": "665e4d4699988331d6cc48ec0441dbd3",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_6; rv:1.9.3.20) Gecko/2878-01-04 12:07:45 Firefox/3.6.15",
"session_id": "70007629-ea31-4189-9b85-29d0eba9fb4e",
"risk_score": 35.52,
"confidence": 0.77
} | 51.188.95.140 | 47.169.45.246 | ICS Attack | SIG-2804 | Exploit | No additional info | Wazuh Alert: ICS Attack detected from 51.188.95.140 targeting 47.169.45.246 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
84c2a1be-8c7c-4bfa-a7a8-9113c90a665c | 2025-05-07T18:00:35 | ai | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|high| desc=AI system model_inversion by gchan MITRE Technique: T1071.001 | {
"geo_location": "Korea",
"device_hash": "b7732e7d612ead9a4b1bdc8364a2bb8d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/534.42.3 (KHTML, like Gecko) Version/4.1 Safari/534.42.3",
"session_id": "b89bc8cd-988a-4a32-973c-fb331a371635",
"risk_score": 47.54,
"confidence": 0.75
} | null | null | null | null | null | MITRE Technique: T1071.001 | AI system model_inversion by gchan MITRE Technique: T1071.001 | model_inversion | null | null | gchan | null | null | null | null | null | null | null | null | null | null | null | null | model-4ce203b0 | f963602e2707fa6ba5569d865b85b2746a0e349d | 988f0d3ae3441fe331f13c14b36d4ef071177db9fc9b8164ff58cd12e1344ff6 | null | null |
621a5140-f742-4b92-9941-2f80717917c7 | 2025-01-26T13:38:56 | ai | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by jeremystevens No additional info | {
"geo_location": "Antarctica (the territory South of 60 deg S)",
"device_hash": "36c4295f844896d44035cfc87aba9552",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/534.5.4 (KHTML, like Gecko) Version/5.1 Safari/534.5.4",
"session_id": "daf5e8cc-73c9-4ffa-ba74-09b4fdfe6990",
"risk_score": 46.18,
"confidence": 0.44
} | null | null | null | null | null | No additional info | AI system prompt_injection by jeremystevens No additional info | prompt_injection | null | null | jeremystevens | null | null | null | null | null | null | null | null | null | null | null | null | model-73ca97a3 | aecec8fffb28e6e8c29996e4dc7c70ad88689d8f | 396ad6e5f1a5a379aa6df72b794abee4bcea458293e2267fa2c915439dcf90f6 | null | null |
1cd467a5-0868-45b2-95bc-dd4f90b4c106 | 2025-05-11T00:35:16 | ai | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by wilkinsonmatthew No additional info | {
"geo_location": "China",
"device_hash": "5b93c8018e8b3f9d50cc0db1d4c1f32e51777b12",
"user_agent": "Mozilla/5.0 (Android 2.2.3; Mobile; rv:31.0) Gecko/31.0 Firefox/31.0",
"session_id": "aa6f92a1-11ba-47b6-b9b7-a0e9cc66d218",
"risk_score": 35.53,
"confidence": 0.14
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by wilkinsonmatthew No additional info | training_data_poisoning | null | null | wilkinsonmatthew | null | null | null | null | null | null | null | null | null | null | null | null | model-5cdf42d8 | fbd3582f24744642844e585f62429815 | f00ece9048370b297976db5079c9adf1d39f4c64 | null | null |
71f6ee83-272e-4a4d-88d0-aff45f1e08ac | 2025-03-15T15:21:07 | auth | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|low| desc=Auth timeout for shermanpatricia via key from 107.156.95.177 No additional info | {
"geo_location": "Russia",
"device_hash": "32fdd1aa0c3752e3d3dd566e43444d8fc9b89c0e",
"user_agent": "Opera/8.37.(Windows CE; id-ID) Presto/2.9.174 Version/10.00",
"session_id": "9d7ddb81-4905-42ff-90fb-e2d71fe3577c",
"risk_score": 46.29,
"confidence": 0.46
} | 107.156.95.177 | null | null | null | null | No additional info | Auth timeout for shermanpatricia via key from 107.156.95.177 No additional info | timeout | null | null | shermanpatricia | null | null | null | null | null | null | null | null | null | null | key | b3:fc:ca:ce:a5:fb | null | null | null | null | null |
677f01e1-401f-4e59-8be2-c4b999b37146 | 2025-02-23T08:22:19 | endpoint | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_start /not/stop.jpeg by gregory34 No additional info | {
"geo_location": "Saint Helena",
"device_hash": "e3d5b680a60dad7d7ed74d1cad8a0425efb2211024af09c0890d9573447734ea",
"user_agent": "Opera/9.42.(Windows NT 5.0; cs-CZ) Presto/2.9.189 Version/11.00",
"session_id": "c56cae60-ada7-49db-a517-0af2dee34abf",
"risk_score": 72.13,
"confidence": 0.31
} | null | null | null | null | null | No additional info | Endpoint process_start /not/stop.jpeg by gregory34 No additional info | process_start | null | null | gregory34 | /not/stop.jpeg | 5,798 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
75ecacd8-47ff-4815-91f0-8b41f68d550b | 2025-06-24T03:40:40 | network | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|low| desc=Network data_exfiltration from 66.46.17.5 to 88.102.36.95 No additional info | {
"geo_location": "Chad",
"device_hash": "8e54801a68a952ef4d8501ed51b0214d5747afbc",
"user_agent": "Mozilla/5.0 (Android 4.4.2; Mobile; rv:45.0) Gecko/45.0 Firefox/45.0",
"session_id": "88c8d378-9974-4872-93da-d429fb5075be",
"risk_score": 47.53,
"confidence": 0.39
} | 66.46.17.5 | 88.102.36.95 | null | null | null | No additional info | Network data_exfiltration from 66.46.17.5 to 88.102.36.95 No additional info | data_exfiltration | 514,604 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
378d5a03-5851-4899-9301-d64871074fdb | 2025-04-30T10:43:37 | iot | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC protocol_violation MITRE Technique: T1543.003 noise=RGlubmVyLg== | {
"geo_location": "United States Virgin Islands",
"device_hash": "27df4f72fc5b74252871fc32efe36aa384bcaa6a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 4.0; Trident/3.0)",
"session_id": "073da811-5923-425d-8602-515c5119f252",
"risk_score": 42.91,
"confidence": 0.47
} | null | null | null | null | null | MITRE Technique: T1543.003 | IoT device HVAC protocol_violation MITRE Technique: T1543.003 | protocol_violation | null | null | null | null | null | null | null | HVAC | iot-c2c7a1a9 | 7.5 | null | null | null | null | null | null | null | null | null | null |
f3f59be9-1304-4fd4-9a63-f2777d6785fb | 2025-07-03T18:10:58 | firewall | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine DNS traffic from 156.131.238.250:492 to 46.210.14.7:50478 No additional info | {
"geo_location": "Puerto Rico",
"device_hash": "c8b96f3225f342cd6f24be66e7794d6238ee6054",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/535.47.7 (KHTML, like Gecko) Version/5.0.4 Safari/535.47.7",
"session_id": "1d306aa3-8dd5-4d77-a44c-b3a8e7eaa6f5",
"risk_score": 76.69,
"confidence": 0.96
} | 156.131.238.250 | 46.210.14.7 | null | null | null | No additional info | Firewall quarantine DNS traffic from 156.131.238.250:492 to 46.210.14.7:50478 No additional info | quarantine | 21,489 | DNS | null | null | null | null | null | null | null | null | 492 | 50,478 | 1,274 | null | null | null | null | null | null | null |
e6347bc0-1362-4f40-a956-757c18acffb9 | 2025-07-09T10:04:09 | endpoint | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint file_access /each/yet.flac by qstanley No additional info | {
"geo_location": "Northern Mariana Islands",
"device_hash": "7eaef99f14bf6e479be86539d13cdba8",
"user_agent": "Opera/9.11.(X11; Linux x86_64; az-AZ) Presto/2.9.181 Version/12.00",
"session_id": "70f379d5-fac8-48c2-8f63-c60f301e9ca9",
"risk_score": 100,
"confidence": 0.21
} | null | null | null | null | null | No additional info | Endpoint file_access /each/yet.flac by qstanley No additional info | file_access | null | null | qstanley | /each/yet.flac | 3,656 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d265edef-e761-43eb-8170-234a87bae4fd | 2025-04-10T19:28:07 | firewall | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall deny RDP traffic from 157.216.218.45:300 to 22.66.101.116:401 MITRE Technique: T1543.003 | {
"geo_location": "Israel",
"device_hash": "6acf6ad84cda7f63bd1cff68f39586eafd1165ad0d3b195cffd20b360d9da3d6",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_5) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/50.0.873.0 Safari/532.0",
"session_id": "ae3f7a09-f0e0-469d-b1b5-fd396050f576",
"risk_score": 33.94,
"confidence": 0.08
} | 157.216.218.45 | 22.66.101.116 | null | null | null | MITRE Technique: T1543.003 | Firewall deny RDP traffic from 157.216.218.45:300 to 22.66.101.116:401 MITRE Technique: T1543.003 | deny | 605,679 | RDP | null | null | null | null | null | null | null | null | 300 | 401 | 1,619 | null | null | null | null | null | null | null |
5517035e-6802-4c90-82a4-27de2ddf81b9 | 2025-01-28T11:25:40 | cloud | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in AWS by teresa73 MITRE Technique: T1218.011 | {
"geo_location": "Mexico",
"device_hash": "4a48d6aa30eae0ad3916e88d698096271d846a3d3e09fdace7fae081a0a1fcd0",
"user_agent": "Opera/9.74.(X11; Linux i686; ps-AF) Presto/2.9.164 Version/10.00",
"session_id": "26a25f89-0507-4ec2-bdc9-2d708079ec1c",
"risk_score": 82.72,
"confidence": 0.76
} | null | null | null | null | null | MITRE Technique: T1218.011 | Cloud config_change in AWS by teresa73 MITRE Technique: T1218.011 | config_change | null | null | teresa73 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-e32de1b0 |
2739347a-4e53-4980-8883-e96ebf59b477 | 2025-05-16T04:04:14 | network | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|critical| desc=Network beaconing from 171.217.183.106 to 113.187.98.12 No additional info | {
"geo_location": "Belize",
"device_hash": "d4ad19c70d8cf3e7465595b913f032aa",
"user_agent": "Opera/9.72.(Windows 98; sk-SK) Presto/2.9.161 Version/10.00",
"session_id": "30690285-caea-412f-b2c9-7502eec47430",
"risk_score": 33.98,
"confidence": 0.19
} | 171.217.183.106 | 113.187.98.12 | null | null | null | No additional info | Network beaconing from 171.217.183.106 to 113.187.98.12 No additional info | beaconing | 459,580 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dec7730e-ce77-4206-a989-4a1052a8c005 | 2025-04-10T06:26:00 | firewall | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only SSH traffic from 116.139.254.72:34 to 39.136.232.187:367 MITRE Technique: T1566.001 | {
"geo_location": "Cyprus",
"device_hash": "46cc5ed653bbe775565b79e81956c85f3f05a17347b666cd4134d936f53ecb5c",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_2 rv:4.0; tr-CY) AppleWebKit/533.11.6 (KHTML, like Gecko) Version/5.0.2 Safari/533.11.6",
"session_id": "6b0130bd-c4d9-48c7-bc53-7be706e9039b",
"risk_score": 40.92,
"confidence": 0.38
} | 116.139.254.72 | 39.136.232.187 | null | null | null | MITRE Technique: T1566.001 | Firewall log-only SSH traffic from 116.139.254.72:34 to 39.136.232.187:367 MITRE Technique: T1566.001 | log-only | 70,390 | SSH | null | null | null | null | null | null | null | null | 34 | 367 | 580 | null | null | null | null | null | null | null |
46d3473a-3906-4063-9469-4f79fa7eca42 | 2025-02-20T01:28:05 | firewall | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only ICMP traffic from 10.34.38.135:39778 to 215.94.31.223:708 No additional info | {
"geo_location": "Saint Martin",
"device_hash": "06ee25c15d515ac57b5b3386ad05ed9f",
"user_agent": "Opera/9.87.(X11; Linux i686; se-NO) Presto/2.9.177 Version/11.00",
"session_id": "7bdffb57-9910-4d6c-8b43-088604dbf370",
"risk_score": 33.48,
"confidence": 0.48
} | 10.34.38.135 | 215.94.31.223 | null | null | null | No additional info | Firewall log-only ICMP traffic from 10.34.38.135:39778 to 215.94.31.223:708 No additional info | log-only | 33,729 | ICMP | null | null | null | null | null | null | null | null | 39,778 | 708 | 2,074 | null | null | null | null | null | null | null |
87beea6e-7ad8-49ec-924a-abbe627eab5c | 2025-06-07T22:47:47 | ids_alert | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|low| desc=CrowdStrike Alert: DDoS detected from 10.44.119.140 targeting N/A MITRE Technique: T1543.003 | Unconventional IOC: TPM attestation failures | Zero-day exploit pattern detected | {
"geo_location": "China",
"device_hash": "16aac5b122188957292433271c8fa7d19d437187",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 4.0; Trident/3.0)",
"session_id": "8061ce78-46d2-420a-a3d2-450ea35a5f75",
"risk_score": 50.35,
"confidence": 0.82
} | 10.44.119.140 | N/A | DDoS | SIG-5408 | Malware | MITRE Technique: T1543.003 | Unconventional IOC: TPM attestation failures | Zero-day exploit pattern detected | CrowdStrike Alert: DDoS detected from 10.44.119.140 targeting N/A MITRE Technique: T1543.003 | Unconventional IOC: TPM attestation failures | Zero-day exploit pattern detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c951b5a4-0269-45b5-9622-2d6abdebf413 | 2025-06-14T21:30:47 | endpoint | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|high| desc=Endpoint memory_injection whole by dgarcia No additional info | {
"geo_location": "Latvia",
"device_hash": "4da289d1b2ed32b3a50a7f23bd4fbcdd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.0; Trident/4.0)",
"session_id": "85141749-e633-4c4a-a6bd-16c73ac13685",
"risk_score": 56.52,
"confidence": 0.23
} | null | null | null | null | null | No additional info | Endpoint memory_injection whole by dgarcia No additional info | memory_injection | null | null | dgarcia | whole | 1,957 | powershell.exe | {
"baseline_deviation": 2.06,
"entropy": 3.71,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
29a41659-fe99-431e-a4d7-cc3cbfb787de | 2025-06-19T03:28:21 | network | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|low| desc=Network data_exfiltration from 99.0.208.247 to 206.170.117.235 No additional info noise=fact|attention|participant | {
"geo_location": "Swaziland",
"device_hash": "57975d34d028a035f39282b707200254",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.0; Trident/4.0)",
"session_id": "9e0dcb2e-a510-4b56-a126-aee08786b608",
"risk_score": 44.51,
"confidence": 0.09
} | 99.0.208.247 | 206.170.117.235 | null | null | null | No additional info | Network data_exfiltration from 99.0.208.247 to 206.170.117.235 No additional info | data_exfiltration | 931,708 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1f7cab35-3bea-4a65-b75c-05a5829e36f5 | 2025-02-22T18:07:45 | firewall | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine ICMP traffic from 49.108.128.15:722 to 106.178.6.232:165 No additional info | {
"geo_location": "Singapore",
"device_hash": "51e7fe3c1ef3d98b97f760b6440e0312",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/531.13.7 (KHTML, like Gecko) Version/5.0.2 Safari/531.13.7",
"session_id": "bc169e9e-c956-414a-9fa5-7de46d393e15",
"risk_score": 32.43,
"confidence": 0.95
} | 49.108.128.15 | 106.178.6.232 | null | null | null | No additional info | Firewall quarantine ICMP traffic from 49.108.128.15:722 to 106.178.6.232:165 No additional info | quarantine | 729,346 | ICMP | null | null | null | null | null | null | null | null | 722 | 165 | 1,261 | null | null | null | null | null | null | null |
6f981e0a-4c6c-4fa8-a866-062d631bb38d | 2025-04-08T20:43:08 | network | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 110.53.94.169 to 3.98.140.184 Associated Threat Actor: BlueNoroff noise=six|weight|best | {
"geo_location": "Niue",
"device_hash": "fe3b9c9c81875de0fa8f3e30e2f4c2b103fcef91e9c71559a970bfdf36d1f972",
"user_agent": "Opera/9.66.(Windows NT 6.2; ff-SN) Presto/2.9.174 Version/12.00",
"session_id": "9a8e3d79-6940-4921-ad31-3bf964a3e792",
"risk_score": 14.87,
"confidence": 0.21
} | 110.53.94.169 | 3.98.140.184 | null | null | null | Associated Threat Actor: BlueNoroff | Network protocol_anomaly from 110.53.94.169 to 3.98.140.184 Associated Threat Actor: BlueNoroff | protocol_anomaly | 945,187 | TCP | null | null | null | null | {
"baseline_deviation": 1.6,
"entropy": 5.83,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
9ebfa53f-b152-4d0e-be0f-885e56e03c36 | 2025-02-01T17:19:54 | ai | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|info| desc=AI system model_access by crice No additional info | {
"geo_location": "Liberia",
"device_hash": "6767612affeb35631f4d8e577e6c998fb835940627b631f4e2b6252bcc8aeb86",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Win 9x 4.90; Trident/5.0)",
"session_id": "f437f304-3dfe-4d43-a719-c6eb9fee2514",
"risk_score": 27.91,
"confidence": 0.25
} | null | null | null | null | null | No additional info | AI system model_access by crice No additional info | model_access | null | null | crice | null | null | null | null | null | null | null | null | null | null | null | null | model-453c72b2 | de2c88fcf54de9aac901b7c33cc6e821 | d652359339b25866e69a278b7ae5fd04e8bb95f8c76611fd9b599d3281e8cfb0 | null | null |
13b43740-a53d-4bfb-935a-395f0bd28458 | 2025-02-23T01:36:20 | ids_alert | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|low| desc=ArcSight Alert: MFA Bypass detected from 121.183.224.151 targeting 126.33.79.124 No additional info | {
"geo_location": "Georgia",
"device_hash": "85d3430bf784f2d4eadc22135125bb9b74253ddd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.2; Trident/5.1)",
"session_id": "ea7efe0d-1aba-4ba6-8baf-7d99c522d730",
"risk_score": 65.39,
"confidence": 0.28
} | 121.183.224.151 | 126.33.79.124 | MFA Bypass | SIG-6334 | Evasion | No additional info | ArcSight Alert: MFA Bypass detected from 121.183.224.151 targeting 126.33.79.124 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0cf54b0d-4a3e-4fd2-8dca-f6e4c8303c4c | 2025-04-23T20:03:55 | iot | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC sensor_spoofing No additional info noise=search/categories | {
"geo_location": "Bangladesh",
"device_hash": "8c6e200be4becf997fb84720f1b3cc1c",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; kk-KZ; rv:1.9.1.20) Gecko/6512-08-03 22:03:22 Firefox/3.6.16",
"session_id": "910b50f0-56b1-430d-a8d4-7d9715f8789a",
"risk_score": 39.81,
"confidence": 0.61
} | null | null | null | null | null | No additional info | IoT device HVAC sensor_spoofing No additional info | sensor_spoofing | null | null | null | null | null | null | null | HVAC | iot-e8f47ff3 | 6.5 | null | null | null | null | null | null | null | null | null | null |
6d993c3d-c295-4929-aed6-9508da36718b | 2025-03-09T09:36:25 | endpoint | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_stop mean by kelly36 Unconventional IOC: Quantum random number deviations | Fileless execution detected | {
"geo_location": "Serbia",
"device_hash": "485ae5823f93b9da2329693242db45c40d4e7a2e3dacfe0942b8d5032825325f",
"user_agent": "Mozilla/5.0 (Android 2.3.6; Mobile; rv:57.0) Gecko/57.0 Firefox/57.0",
"session_id": "0dc5705c-2887-4e2a-914e-1cbc7f581bd0",
"risk_score": 65.55,
"confidence": 0.87
} | null | null | null | null | null | Unconventional IOC: Quantum random number deviations | Fileless execution detected | Endpoint process_stop mean by kelly36 Unconventional IOC: Quantum random number deviations | Fileless execution detected | process_stop | null | null | kelly36 | mean | 7,629 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cb2c3c4a-cf5c-4b62-b582-026c7deed655 | 2025-03-16T01:32:05 | ai | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by ymays MITRE Technique: T1071.001 | {
"geo_location": "Albania",
"device_hash": "a62487fb9e73e887ea688b27ca29a42b7491d8afb9c4e5c53dd4fb831a895ece",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_4; rv:1.9.4.20) Gecko/3257-07-08 01:27:26 Firefox/11.0",
"session_id": "26cbc034-8453-47c1-b18e-7dc673b3be10",
"risk_score": 56.01,
"confidence": 0.87
} | null | null | null | null | null | MITRE Technique: T1071.001 | AI system training_data_poisoning by ymays MITRE Technique: T1071.001 | training_data_poisoning | null | null | ymays | null | null | null | null | null | null | null | null | null | null | null | null | model-72eeb074 | 1e11cadd809fe273238082965f05059c | 8c6f6ab75ba2278a45eb74d22ea5e0fa184363ad | null | null |
599fa37e-6dc5-49c0-89e9-9184a777a067 | 2025-01-24T14:09:00 | iot | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat command_injection MITRE Technique: T1059.005 | {
"geo_location": "Turks and Caicos Islands",
"device_hash": "2bc1582ff10d531c54bc59433ee506f5",
"user_agent": "Mozilla/5.0 (Windows 98; sc-IT; rv:1.9.0.20) Gecko/7386-07-15 03:43:48 Firefox/3.6.5",
"session_id": "a845940a-512e-445b-85d9-2f68713f3b10",
"risk_score": 57.2,
"confidence": 0.31
} | null | null | null | null | null | MITRE Technique: T1059.005 | IoT device Thermostat command_injection MITRE Technique: T1059.005 | command_injection | null | null | null | null | null | null | null | Thermostat | iot-72a8ea67 | 1.7 | null | null | null | null | null | null | null | null | null | null |
be661868-a321-4d50-9d47-0cb083b299c6 | 2025-01-31T11:14:15 | firewall | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|high| desc=Firewall inspect SMB traffic from 33.51.193.76:828 to 188.70.59.76:85 No additional info noise=age|above|western | {
"geo_location": "Latvia",
"device_hash": "24072742f3fa1348a7474836e770f31927688843",
"user_agent": "Opera/9.97.(Windows NT 5.2; ms-MY) Presto/2.9.165 Version/12.00",
"session_id": "d787f003-c811-4777-9661-f32cc68cb997",
"risk_score": 14.28,
"confidence": 0.16
} | 33.51.193.76 | 188.70.59.76 | null | null | null | No additional info | Firewall inspect SMB traffic from 33.51.193.76:828 to 188.70.59.76:85 No additional info | inspect | 993,118 | SMB | null | null | null | null | null | null | null | null | 828 | 85 | 3,538 | null | null | null | null | null | null | null |
e65d830a-71d6-4736-80d1-aceea7d76078 | 2025-05-18T17:58:15 | auth | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|high| desc=Auth success for molinajeffrey via MFA from 201.71.192.132 No additional info | {
"geo_location": "Cuba",
"device_hash": "855bc8d4e4a3b40cc6502eb95cdf8566",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/533.35.6 (KHTML, like Gecko) Version/5.1 Safari/533.35.6",
"session_id": "b0dadad9-fabb-459a-bd6e-1297fdfbd641",
"risk_score": 58.55,
"confidence": 0.2
} | 201.71.192.132 | null | null | null | null | No additional info | Auth success for molinajeffrey via MFA from 201.71.192.132 No additional info | success | null | null | molinajeffrey | null | null | null | null | null | null | null | null | null | null | MFA | 42:c5:32:b7:8a:75 | null | null | null | null | null |
81cf7bbb-e3e3-4fb4-8b77-ce7338878c07 | 2025-05-03T04:50:27 | iot | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor firmware_update No additional info | {
"geo_location": "United States Virgin Islands",
"device_hash": "5b6ba31449939fec43edac662f6381e2d505356fff43020473a70a212210038a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Win 9x 4.90; Trident/4.1)",
"session_id": "b9e4ecad-7700-47ef-b70f-c3d9e973060c",
"risk_score": 51.37,
"confidence": 0.19
} | null | null | null | null | null | No additional info | IoT device Sensor firmware_update No additional info | firmware_update | null | null | null | null | null | null | null | Sensor | iot-9aef77f3 | 2.3 | null | null | null | null | null | null | null | null | null | null |
cc8ef238-b8ba-445e-a700-f88407e71f68 | 2025-04-20T23:34:59 | auth | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for david34 via MFA from 32.154.46.1 Associated Threat Actor: Conti noise=QmVhdCByZWQu | {
"geo_location": "Bermuda",
"device_hash": "5b37a4d21a19050a44bb115e3eef860b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 10.0; Trident/5.0)",
"session_id": "48edafe1-ddb5-4e63-851a-ba04eb7c909f",
"risk_score": 66.23,
"confidence": 0.43
} | 32.154.46.1 | null | null | null | null | Associated Threat Actor: Conti | Auth challenge for david34 via MFA from 32.154.46.1 Associated Threat Actor: Conti | challenge | null | null | david34 | null | null | null | null | null | null | null | null | null | null | MFA | 68:9d:c9:af:41:e4 | null | null | null | null | null |
77700b6e-f1ac-40e1-9f84-7562c61dcce9 | 2025-07-08T22:26:11 | 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: Zero-Day Exploit detected from 9.4.64.198 targeting 25.53.75.23 MITRE Technique: T1574.002 | {
"geo_location": "Micronesia",
"device_hash": "72cdd31d1c599a3fad924ec25905867e5c1e77e1fc3db496996120e8df94f4de",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/61.0.800.0 Safari/532.0",
"session_id": "ace83ca7-bb0e-49d5-ab4f-9d8b64a8b1bd",
"risk_score": 20.86,
"confidence": 0.54
} | 9.4.64.198 | 25.53.75.23 | Zero-Day Exploit | SIG-9257 | Exploit | MITRE Technique: T1574.002 | Vectra AI Alert: Zero-Day Exploit detected from 9.4.64.198 targeting 25.53.75.23 MITRE Technique: T1574.002 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
85f15308-a159-4980-a16a-a3a29ed200d5 | 2025-07-05T22:56:52 | network | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|critical| desc=Network beaconing from 99.93.151.64 to 180.248.113.231 No additional info | {
"geo_location": "Guinea-Bissau",
"device_hash": "745b7f5dbdf771860ca915e5652468a2bc9b8ed7a79794fd59a88ea2d03319b1",
"user_agent": "Opera/9.45.(X11; Linux i686; pl-PL) Presto/2.9.190 Version/12.00",
"session_id": "1b727e2b-2abd-4db7-9847-7f171af97ab0",
"risk_score": 75.97,
"confidence": 0.31
} | 99.93.151.64 | 180.248.113.231 | null | null | null | No additional info | Network beaconing from 99.93.151.64 to 180.248.113.231 No additional info | beaconing | 475,488 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ca6cc38e-49d5-4b1f-b799-f9692a331fac | 2022-04-26T17:50:25 | iot | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat physical_tamper MITRE Technique: T1566.001 | {
"geo_location": "Northern Mariana Islands",
"device_hash": "b584008495735677541e9975b25cf38f",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_1 rv:6.0; ckb-IQ) AppleWebKit/533.2.4 (KHTML, like Gecko) Version/5.1 Safari/533.2.4",
"session_id": "1fbe9791-0040-4317-9811-fe9f8db4fd39",
"risk_score": 52.71,
"confidence": 0.63
} | null | null | null | null | null | MITRE Technique: T1566.001 | IoT device Thermostat physical_tamper MITRE Technique: T1566.001 | physical_tamper | null | null | null | null | null | null | null | Thermostat | iot-daebde91 | 1.3 | null | null | null | null | null | null | null | null | null | null |
bfd68f99-7eb8-473f-a2af-dccb305e288b | 2025-07-04T00:00:14 | firewall | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|high| desc=Firewall inspect SSH traffic from 217.40.84.171:302 to 210.96.207.193:49892 MITRE Technique: T1190 | Associated Threat Actor: Cobalt Group noise=Rmxvb3Iu | {
"geo_location": "Qatar",
"device_hash": "02958a1e36b7560ab02d64d26f90fa7b7b8c59965c19250f8f52a41f592465ee",
"user_agent": "Opera/8.11.(X11; Linux x86_64; lij-IT) Presto/2.9.171 Version/10.00",
"session_id": "02178fdc-a4d4-4c03-b77f-bbecd66969cc",
"risk_score": 41.54,
"confidence": 0.78
} | 217.40.84.171 | 210.96.207.193 | null | null | null | MITRE Technique: T1190 | Associated Threat Actor: Cobalt Group | Firewall inspect SSH traffic from 217.40.84.171:302 to 210.96.207.193:49892 MITRE Technique: T1190 | Associated Threat Actor: Cobalt Group | inspect | 313,826 | SSH | null | null | null | null | null | null | null | null | 302 | 49,892 | 868 | null | null | null | null | null | null | null |
64324f09-fcd7-4bc9-86d7-7c9a626272e0 | 2025-02-14T15:49:33 | ai | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|high| desc=AI system api_abuse by gwilliams No additional info | {
"geo_location": "Russia",
"device_hash": "253d585e649c3cdfbdafa368e998f557ce4222c38b0c5ca1c4f546f261cf40ca",
"user_agent": "Mozilla/5.0 (Android 4.3; Mobile; rv:38.0) Gecko/38.0 Firefox/38.0",
"session_id": "1304eba7-99b3-45e9-8bfa-ba784dd85308",
"risk_score": 98.67,
"confidence": 0.68
} | null | null | null | null | null | No additional info | AI system api_abuse by gwilliams No additional info | api_abuse | null | null | gwilliams | null | null | null | null | null | null | null | null | null | null | null | null | model-f26e925d | b4a288db8be9e7c7ced108ab480bfeefa13634d9d5166bf36a5ffda16fa78812 | c22735952a04f91adaacf6096301c341 | null | null |
44d9f1eb-d312-491e-a2a3-479a085b73b3 | 2025-02-02T00:21:18 | firewall | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only HTTP traffic from 115.120.79.26:705 to 78.230.186.251:963 No additional info | {
"geo_location": "Mauritius",
"device_hash": "5a4b2022d1391a7a94b95c6db6f2a50b",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/16.0.891.0 Safari/536.0",
"session_id": "db2f55d0-180d-4c91-a17e-9f060573bebb",
"risk_score": 54.34,
"confidence": 0.21
} | 115.120.79.26 | 78.230.186.251 | null | null | null | No additional info | Firewall log-only HTTP traffic from 115.120.79.26:705 to 78.230.186.251:963 No additional info | log-only | 919,629 | HTTP | null | null | null | null | null | null | null | null | 705 | 963 | 3,228 | null | null | null | null | null | null | null |
a3259295-4e57-4bb6-a8bd-c5ef65dc647b | 2025-04-24T20:08:52 | ids_alert | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|medium| desc=Darktrace Alert: Credential Stuffing detected from 126.107.94.76 targeting 10.127.98.79 No additional info | {
"geo_location": "Moldova",
"device_hash": "24430d2a3b697b042b7abdbe7b2df158",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.0; Trident/3.1)",
"session_id": "ba7982b5-49f7-4621-963c-648daf1ef75b",
"risk_score": 36.53,
"confidence": 0.84
} | 126.107.94.76 | 10.127.98.79 | Credential Stuffing | SIG-5501 | Exploit | No additional info | Darktrace Alert: Credential Stuffing detected from 126.107.94.76 targeting 10.127.98.79 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b7934e3e-f671-4f69-baaf-293b644fe262 | 2025-02-02T21:35:28 | ids_alert | Darktrace v6.0.0 | emergency | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Darktrace Alert: AI Model Poisoning detected from 83.143.109.168 targeting 218.107.202.97 No additional info | {
"geo_location": "Tuvalu",
"device_hash": "349d45de33abc1719f4864dfbbe65440",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_5) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/59.0.874.0 Safari/532.2",
"session_id": "be50feb2-d9f1-4bf7-8f46-c4783f294dac",
"risk_score": 47.46,
"confidence": 0.82
} | 83.143.109.168 | 218.107.202.97 | AI Model Poisoning | SIG-6044 | Recon | No additional info | Darktrace Alert: AI Model Poisoning detected from 83.143.109.168 targeting 218.107.202.97 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d51ffdba-4e37-4ab4-84eb-a61fe2bca920 | 2025-07-04T08:36:32 | firewall | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect SMB traffic from 20.192.110.184:503 to 186.44.194.155:451 No additional info | {
"geo_location": "Luxembourg",
"device_hash": "355b981acbee839a61215f023bbd82b546fb3b0e",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_8 rv:4.0; kl-GL) AppleWebKit/535.19.7 (KHTML, like Gecko) Version/4.0 Safari/535.19.7",
"session_id": "70d23efd-f858-4296-a77f-8004eb4c77fc",
"risk_score": 0,
"confidence": 0.71
} | 20.192.110.184 | 186.44.194.155 | null | null | null | No additional info | Firewall inspect SMB traffic from 20.192.110.184:503 to 186.44.194.155:451 No additional info | inspect | 218,661 | SMB | null | null | null | null | null | null | null | null | 503 | 451 | 1,889 | null | null | null | null | null | null | null |
ed9aad47-fbf6-429c-b219-04f2f9a1365b | 2025-04-02T04:13:44 | network | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 34.43.191.189 to 199.22.249.86 No additional info noise=tag/posts/category | {
"geo_location": "Cameroon",
"device_hash": "626728a2072581e4eaab667925da9439",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; se-NO) AppleWebKit/535.2.2 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6535.2.2",
"session_id": "f7711870-13f2-486c-a608-39323959f727",
"risk_score": 40.79,
"confidence": 0.45
} | 34.43.191.189 | 199.22.249.86 | null | null | null | No additional info | Network bandwidth_usage from 34.43.191.189 to 199.22.249.86 No additional info | bandwidth_usage | 164,075 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
292a2a67-a1a8-4ec2-810b-72c92d8a7b1e | 2025-01-23T01:45:06 | network | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|info| desc=Network connection from 32.161.30.138 to 150.230.102.235 Associated Threat Actor: Cobalt Group | Possible protocol tunneling noise=minute|natural|minute | {
"geo_location": "Cook Islands",
"device_hash": "79d0815dbc2f6b1970908e3e22629689af06466a",
"user_agent": "Mozilla/5.0 (Linux; Android 4.1.1) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/15.0.887.0 Safari/532.0",
"session_id": "d32ac7c5-fb9e-42e8-8120-7cac769d9841",
"risk_score": 55.99,
"confidence": 0.32
} | 32.161.30.138 | 150.230.102.235 | null | null | null | Associated Threat Actor: Cobalt Group | Possible protocol tunneling | Network connection from 32.161.30.138 to 150.230.102.235 Associated Threat Actor: Cobalt Group | Possible protocol tunneling | connection | 274,838 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0561e827-0b29-427a-9e78-10f904b347d5 | 2025-02-04T16:45:52 | ai | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|info| desc=AI system training_data_poisoning by williamsfrank Associated Threat Actor: Mustang Panda | {
"geo_location": "Liberia",
"device_hash": "e06cc3a8005b0815374e058b6f5a5439",
"user_agent": "Mozilla/5.0 (Android 9; Mobile; rv:26.0) Gecko/26.0 Firefox/26.0",
"session_id": "f6a8ff19-af56-4cc8-abee-f74bc87f0d85",
"risk_score": 52.29,
"confidence": 0.27
} | null | null | null | null | null | Associated Threat Actor: Mustang Panda | AI system training_data_poisoning by williamsfrank Associated Threat Actor: Mustang Panda | training_data_poisoning | null | null | williamsfrank | null | null | null | null | null | null | null | null | null | null | null | null | model-bfc0ad75 | 3f68ec582f5cfd9e7ffea94f141e1195 | 08559ada75305f9ebab9fe7509338d5e8a405956c92c588d34fc273c773491f0 | null | null |
311967d9-e7ef-4dcc-9576-37f8ecbeef15 | 2025-02-11T07:39:04 | 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 hpatrick No additional info | {
"geo_location": "El Salvador",
"device_hash": "f872ae721d82febd1406075883250e8b",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_1 rv:6.0; de-BE) AppleWebKit/534.39.3 (KHTML, like Gecko) Version/4.1 Safari/534.39.3",
"session_id": "84163266-4839-485b-8597-7bfc55605afa",
"risk_score": 54.82,
"confidence": 0.32
} | null | null | null | null | null | No additional info | Cloud shadow_it in Alibaba by hpatrick No additional info | shadow_it | null | null | hpatrick | null | null | null | {
"baseline_deviation": 2.43,
"entropy": 3.16,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-4f1edaad |
5b5544bd-47f5-4970-b67c-16c748e76501 | 2025-06-12T19:35:02 | network | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|critical| desc=Network connection from 38.20.120.161 to 180.156.49.72 MITRE Technique: T1134.001 | {
"geo_location": "Russia",
"device_hash": "d7aab62e63b7955da03f1f6fea98e80a",
"user_agent": "Opera/9.14.(Windows CE; mr-IN) Presto/2.9.169 Version/10.00",
"session_id": "3ed2a79b-84b1-4d19-9fc6-8c28fa3da725",
"risk_score": 75.89,
"confidence": 0.54
} | 38.20.120.161 | 180.156.49.72 | null | null | null | MITRE Technique: T1134.001 | Network connection from 38.20.120.161 to 180.156.49.72 MITRE Technique: T1134.001 | connection | 586,571 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f1f41312-096d-49fe-aba4-f99178335c71 | 2025-03-02T00:00:33 | 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: AI Model Poisoning detected from 143.138.31.160 targeting N/A MITRE Technique: T1059.005 | {
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "cf57c1cdd4882c7166947c87493c5e1176131167",
"user_agent": "Opera/9.28.(Windows NT 5.0; hi-IN) Presto/2.9.186 Version/10.00",
"session_id": "0e9350e3-48f0-4366-afad-3bef8946c3a0",
"risk_score": 33.22,
"confidence": 0.88
} | 143.138.31.160 | N/A | AI Model Poisoning | SIG-9978 | Exploit | MITRE Technique: T1059.005 | Vectra AI Alert: AI Model Poisoning detected from 143.138.31.160 targeting N/A MITRE Technique: T1059.005 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f01dbb4c-caf7-47f4-986b-eb1bcd901bc9 | 2025-05-13T02:07:54 | cloud | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|info| desc=Cloud api_abuse in Azure by brittanyayers No additional info | {
"geo_location": "Andorra",
"device_hash": "246105872ba31e37600f3c8e0a2bf9a0771806f3ce6da3d69f851ae5b197686c",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_0) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/42.0.815.0 Safari/532.1",
"session_id": "dedba2b7-c1ea-4ef4-ad53-cb05fc0f50db",
"risk_score": 58.11,
"confidence": 0.17
} | null | null | null | null | null | No additional info | Cloud api_abuse in Azure by brittanyayers No additional info | api_abuse | null | null | brittanyayers | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-344f6940 |
c442fb4b-aa7b-4e72-a7f5-901ebe98f94f | 2025-03-24T08:41:42 | endpoint | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_start /stay/agent.png by angelicatucker Associated Threat Actor: TA505 noise=rise|evidence|still | {
"geo_location": "Netherlands Antilles",
"device_hash": "afa02823662ae76acd8b8e3de148b87e69fd2ec9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 10.0; Trident/5.1)",
"session_id": "12dcec88-b58c-4094-844e-0b6efabbbc7b",
"risk_score": 58.25,
"confidence": 0.79
} | null | null | null | null | null | Associated Threat Actor: TA505 | Endpoint process_start /stay/agent.png by angelicatucker Associated Threat Actor: TA505 | process_start | null | null | angelicatucker | /stay/agent.png | 2,848 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cc95557f-f723-4d1f-8b31-fbe1856d7c88 | 2025-02-15T07:53:38 | endpoint | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop discover by jenniferramos No additional info | {
"geo_location": "American Samoa",
"device_hash": "b3da31bb8725aaa624e61603ec28d73943ffdd74ba4e0a2638b88d2f9700d993",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; kn-IN; rv:1.9.0.20) Gecko/7672-10-04 19:32:49 Firefox/7.0",
"session_id": "827994af-873d-4035-9b2a-503fa5f44cb1",
"risk_score": 71.11,
"confidence": 0.83
} | null | null | null | null | null | No additional info | Endpoint process_stop discover by jenniferramos No additional info | process_stop | null | null | jenniferramos | discover | 7,042 | powershell.exe | {
"baseline_deviation": 0.58,
"entropy": 2.17,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
6b812698-2855-45f8-a7bf-676d216fe422 | 2025-03-12T15:44:19 | auth | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for raymelissa via biometric from 124.172.123.32 Associated Threat Actor: Mustang Panda | {
"geo_location": "Angola",
"device_hash": "b82422477595362c7cfeeccfe9062feef8fcd59f",
"user_agent": "Opera/8.19.(X11; Linux x86_64; fur-IT) Presto/2.9.166 Version/10.00",
"session_id": "f2574ffb-f676-40bd-9fed-47e346bb0127",
"risk_score": 44.67,
"confidence": 0.72
} | 124.172.123.32 | null | null | null | null | Associated Threat Actor: Mustang Panda | Auth bypass for raymelissa via biometric from 124.172.123.32 Associated Threat Actor: Mustang Panda | bypass | null | null | raymelissa | null | null | null | null | null | null | null | null | null | null | biometric | 89:7a:96:01:a8:b1 | null | null | null | null | null |
f658dc3a-fbf9-4c40-b078-b736010ce5af | 2025-04-11T15:13:09 | auth | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|low| desc=Auth success for bartlettcharles via SAML from 31.13.236.187 No additional info | {
"geo_location": "Belgium",
"device_hash": "2b3b00da7f9e98c50ee63ddad35826f0c5693f52",
"user_agent": "Opera/9.95.(Windows NT 11.0; unm-US) Presto/2.9.161 Version/11.00",
"session_id": "ffc5f3d4-712e-46a2-9ecb-cf025fe0c9c6",
"risk_score": 37.8,
"confidence": 0.8
} | 31.13.236.187 | null | null | null | null | No additional info | Auth success for bartlettcharles via SAML from 31.13.236.187 No additional info | success | null | null | bartlettcharles | null | null | null | null | null | null | null | null | null | null | SAML | ee:32:1a:39:35:8c | null | null | null | null | null |
c7022194-f6ec-43ce-a479-8fa5999df469 | 2025-03-22T00:38:09 | network | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|medium| desc=Network latency_spike from 97.186.159.54 to 4.3.143.104 Associated Threat Actor: Sandworm Team | {
"geo_location": "Saint Martin",
"device_hash": "2919bd219edbb705d40e906d5f8fc111",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; li-NL) AppleWebKit/535.38.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6535.38.6",
"session_id": "6b2bab73-2398-4216-9368-9e549741e937",
"risk_score": 36.5,
"confidence": 0.42
} | 97.186.159.54 | 4.3.143.104 | null | null | null | Associated Threat Actor: Sandworm Team | Network latency_spike from 97.186.159.54 to 4.3.143.104 Associated Threat Actor: Sandworm Team | latency_spike | 486,233 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
21b288d0-98c2-42e6-9294-c909d1e3720b | 2025-02-27T17:00:30 | auth | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|low| desc=Auth timeout for candrade via passwordless from 71.43.195.187 No additional info | {
"geo_location": "Bulgaria",
"device_hash": "cff8f65f3c79cc240e04764a86ab4a76ece754b9",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/46.0.869.0 Safari/535.0",
"session_id": "a3783d24-0261-452a-9847-f65e86bf130a",
"risk_score": 77.2,
"confidence": 0.85
} | 71.43.195.187 | null | null | null | null | No additional info | Auth timeout for candrade via passwordless from 71.43.195.187 No additional info | timeout | null | null | candrade | null | null | null | {
"baseline_deviation": 0.98,
"entropy": 4.89,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | passwordless | f0:72:da:02:b0:2d | null | null | null | null | null |
ea53602c-d121-4576-979a-b61ec7d9f985 | 2025-03-07T17:04:31 | ids_alert | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|critical| desc=Wazuh Alert: MFA Bypass detected from 136.119.6.174 targeting 83.101.44.113 MITRE Technique: T1078.004 | {
"geo_location": "Macao",
"device_hash": "5c9081182a0c673d4fc216add93dcbd9e6751958",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/29.0.870.0 Safari/531.0",
"session_id": "42be4949-8e6e-4e72-9cf1-f298fd11e2dd",
"risk_score": 42.1,
"confidence": 0.68
} | 136.119.6.174 | 83.101.44.113 | MFA Bypass | SIG-8332 | Recon | MITRE Technique: T1078.004 | Wazuh Alert: MFA Bypass detected from 136.119.6.174 targeting 83.101.44.113 MITRE Technique: T1078.004 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7423a750-e5fc-4f7c-bf2d-c321774f73e5 | 2025-05-23T02:03:35 | auth | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|high| desc=Auth success for aaronspencer via MFA from 164.22.59.165 MITRE Technique: T1486 noise=in|alone|heavy | {
"geo_location": "Isle of Man",
"device_hash": "dbf58064fed188b197e1187d70ca89e7",
"user_agent": "Mozilla/5.0 (Windows 95; brx-IN; rv:1.9.2.20) Gecko/8669-01-08 03:51:25 Firefox/10.0",
"session_id": "cddaac9a-a677-4a63-8e00-97f9b40d4624",
"risk_score": 68.96,
"confidence": 0.1
} | 164.22.59.165 | null | null | null | null | MITRE Technique: T1486 | Auth success for aaronspencer via MFA from 164.22.59.165 MITRE Technique: T1486 | success | null | null | aaronspencer | null | null | null | null | null | null | null | null | null | null | MFA | 07:e8:d8:e0:d3:b9 | null | null | null | null | null |
086b0f94-3e64-45cf-a4d3-93a1da53595b | 2025-06-18T09:10:12 | network | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|critical| desc=Network beaconing from 175.193.34.73 to 66.180.78.28 No additional info | {
"geo_location": "Wallis and Futuna",
"device_hash": "659ffbb54e0ab868e528d9709965e3093ff5d30676e21b45526390b2456c69ca",
"user_agent": "Mozilla/5.0 (Windows CE; br-FR; rv:1.9.1.20) Gecko/7326-02-03 18:45:56 Firefox/9.0",
"session_id": "f1bb8597-d07b-458a-a022-77adbda54c45",
"risk_score": 52.11,
"confidence": 0.73
} | 175.193.34.73 | 66.180.78.28 | null | null | null | No additional info | Network beaconing from 175.193.34.73 to 66.180.78.28 No additional info | beaconing | 506,417 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
595606f1-2ce9-42f2-b951-b245e556e7f5 | 2025-05-04T17:57:02 | iot | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC physical_tamper No additional info | {
"geo_location": "Wallis and Futuna",
"device_hash": "1ad6239013ecb12c312d6b007e506cd111b5f971",
"user_agent": "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/58.0.872.0 Safari/532.1",
"session_id": "532c3157-5f76-413c-ba9a-746f6807a86a",
"risk_score": 25.03,
"confidence": 0.69
} | null | null | null | null | null | No additional info | IoT device HVAC physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | HVAC | iot-79faea3a | 9.6 | null | null | null | null | null | null | null | null | null | null |
9b839874-b307-4bc1-a6fd-54103cd5e4f2 | 2025-03-26T16:48:31 | iot | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC command_injection No additional info noise=app/explore | {
"geo_location": "Spain",
"device_hash": "e7cbf45ba76877d6c952f769230b99f8",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2.3) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/47.0.857.0 Safari/532.0",
"session_id": "2e350f82-2a8d-4f14-953e-215b70ffdf90",
"risk_score": 84.87,
"confidence": 0.37
} | null | null | null | null | null | No additional info | IoT device HVAC command_injection No additional info | command_injection | null | null | null | null | null | null | {
"baseline_deviation": 2.88,
"entropy": 2.01,
"frequency_anomaly": true,
"sequence_anomaly": false
} | HVAC | iot-4d1548d0 | 7.3 | null | null | null | null | null | null | null | null | null | null |
01eaba40-2dea-4a68-9a36-286e3742f3d6 | 2025-03-20T07:22:37 | network | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|info| desc=Network data_exfiltration from 90.238.192.83 to 179.255.130.6 MITRE Technique: T1071.001 | {
"geo_location": "Mayotte",
"device_hash": "c4d61ed0146d72841becb51145212664",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1; rv:1.9.5.20) Gecko/9427-09-09 10:20:46 Firefox/3.6.8",
"session_id": "542b7f1c-1c96-4b6b-94ea-272d819bc797",
"risk_score": 55.52,
"confidence": 0.46
} | 90.238.192.83 | 179.255.130.6 | null | null | null | MITRE Technique: T1071.001 | Network data_exfiltration from 90.238.192.83 to 179.255.130.6 MITRE Technique: T1071.001 | data_exfiltration | 112,366 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9aee806a-727e-42ce-922a-74e6905fcc0b | 2025-05-19T23:03:04 | ids_alert | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|medium| desc=Elastic SIEM Alert: Container Escape detected from 10.127.212.142 targeting N/A No additional info noise=evidence|tax|physical | {
"geo_location": "Iran",
"device_hash": "a3f00c3b9b48ba357d3a86269ec05ccf",
"user_agent": "Opera/9.22.(Windows NT 10.0; is-IS) Presto/2.9.170 Version/12.00",
"session_id": "23d398f4-17fd-43c7-843a-b3536753392d",
"risk_score": 26.23,
"confidence": 0.16
} | 10.127.212.142 | N/A | Container Escape | SIG-4527 | Recon | No additional info | Elastic SIEM Alert: Container Escape detected from 10.127.212.142 targeting N/A No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9bef1a55-7af7-420e-a474-dea066dd129f | 2025-06-01T21:34:25 | endpoint | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|high| desc=Endpoint powershell_exec /billion/whole.flac by christopher35 No additional info | {
"geo_location": "Botswana",
"device_hash": "c64258174d9877421dbb267cdaf4b54e",
"user_agent": "Opera/9.37.(X11; Linux x86_64; si-LK) Presto/2.9.162 Version/12.00",
"session_id": "e763fa54-3a6a-4edd-b667-a33eff5ca100",
"risk_score": 82.68,
"confidence": 0.85
} | null | null | null | null | null | No additional info | Endpoint powershell_exec /billion/whole.flac by christopher35 No additional info | powershell_exec | null | null | christopher35 | /billion/whole.flac | 9,398 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d8e94822-57f9-465a-8f74-716b6cee221c | 2025-06-25T06:35:27 | auth | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|medium| desc=Auth success for jamesarnold via passwordless from 10.125.50.232 No additional info | {
"geo_location": "Azerbaijan",
"device_hash": "3168a71b59742c1f4d0009d34777e921541b229d2395c510fce3a66cffcf4fc8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/3.1)",
"session_id": "4781ed65-29f2-4a5f-9fb0-f3970f3fd15c",
"risk_score": 51,
"confidence": 0.04
} | 10.125.50.232 | null | null | null | null | No additional info | Auth success for jamesarnold via passwordless from 10.125.50.232 No additional info | success | null | null | jamesarnold | null | null | null | null | null | null | null | null | null | null | passwordless | a0:db:cd:7f:5d:73 | null | null | null | null | null |
838536cb-bb49-4263-a3d4-2f4d43559755 | 2025-07-04T04:08:42 | firewall | Elastic SIEM v8.9.0 | info | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|info| desc=Firewall allow DNS traffic from 128.123.207.197:25 to 9.95.40.120:215 No additional info noise=QnJpbmcgYXQu | {
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "3b4d0f8056e4643b42aeb8c35044ff20984fe83e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/5.1)",
"session_id": "86f9b99c-fab1-48e1-872a-01a5143bfbc1",
"risk_score": 42.35,
"confidence": 0.97
} | 128.123.207.197 | 9.95.40.120 | null | null | null | No additional info | Firewall allow DNS traffic from 128.123.207.197:25 to 9.95.40.120:215 No additional info | allow | 662,622 | DNS | null | null | null | null | null | null | null | null | 25 | 215 | 2,464 | null | null | null | null | null | null | null |
8506c952-c275-4782-87e9-bbcda6ea35bd | 2027-05-23T11:50:04 | endpoint | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec former by brownkatherine No additional info noise=FB98100E | {
"geo_location": "Qatar",
"device_hash": "50e2ff6fa44f15b540a9b3c76ac599eeaeee7e3beccee1df4ec53e1c2dce3d32",
"user_agent": "Opera/9.62.(Windows NT 10.0; cv-RU) Presto/2.9.187 Version/12.00",
"session_id": "9d0937b3-b1cc-47b3-8fc4-1c8773b272fd",
"risk_score": 40.17,
"confidence": 0.06
} | null | null | null | null | null | No additional info | Endpoint wmi_exec former by brownkatherine No additional info | wmi_exec | null | null | brownkatherine | former | 6,232 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5b147766-75b2-405f-8b44-17598524a20f | 2025-05-18T01:09:09 | firewall | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|info| desc=Firewall allow HTTPS traffic from 71.143.199.227:1 to 10.130.79.72:521 MITRE Technique: T1218.011 | {
"geo_location": "Kenya",
"device_hash": "f49303125bdde15d198d94ca509b5cb8",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/3513-04-28 23:00:50 Firefox/3.6.11",
"session_id": "48998bfd-30bb-4764-84f5-348cb3ef5dff",
"risk_score": 64.33,
"confidence": 0.35
} | 71.143.199.227 | 10.130.79.72 | null | null | null | MITRE Technique: T1218.011 | Firewall allow HTTPS traffic from 71.143.199.227:1 to 10.130.79.72:521 MITRE Technique: T1218.011 | allow | 452,940 | HTTPS | null | null | null | null | null | null | null | null | 1 | 521 | 1,353 | null | null | null | null | null | null | null |
ffcf7714-8b9d-4748-98f9-800857856b2a | 2025-06-11T02:41:39 | iot | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor side_channel MITRE Technique: T1134.001 | {
"geo_location": "Syrian Arab Republic",
"device_hash": "7def51aace7f5eff8a261da382ef06ce76fa629f",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/532.36.5 (KHTML, like Gecko) Version/4.0 Safari/532.36.5",
"session_id": "64d79fec-e34e-4c85-b1d5-7eec945c02fc",
"risk_score": 57.76,
"confidence": 0.04
} | null | null | null | null | null | MITRE Technique: T1134.001 | IoT device Sensor side_channel MITRE Technique: T1134.001 | side_channel | null | null | null | null | null | null | null | Sensor | iot-31c84d4c | 3.2 | null | null | null | null | null | null | null | null | null | null |
d08d9c80-a4cf-456f-b606-22644ac098bd | 2025-05-27T17:29:53 | ids_alert | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|medium| desc=Palo Alto Cortex Alert: DDoS detected from 81.138.114.5 targeting 202.92.87.32 No additional info | {
"geo_location": "Reunion",
"device_hash": "e5386ae72a9cf0e1583e83f02ac4741906b38b805bf45eb87f15f551a545859e",
"user_agent": "Opera/9.40.(X11; Linux x86_64; ik-CA) Presto/2.9.181 Version/12.00",
"session_id": "a1bc5ae4-7943-48ba-ad46-64000505a9b5",
"risk_score": 57.04,
"confidence": 0.73
} | 81.138.114.5 | 202.92.87.32 | DDoS | SIG-5728 | Evasion | No additional info | Palo Alto Cortex Alert: DDoS detected from 81.138.114.5 targeting 202.92.87.32 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3c528570-7757-41f5-b001-d41ed81c65e0 | 2025-03-14T16:21:22 | cloud | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in Azure by nicholas83 No additional info | {
"geo_location": "Bolivia",
"device_hash": "ef8a75036d1aee3d913dcfd94c2ab838",
"user_agent": "Opera/8.42.(Windows NT 10.0; ku-TR) Presto/2.9.162 Version/10.00",
"session_id": "7b9cd0a5-fbad-4356-a345-3e89d38e7ebb",
"risk_score": 14.67,
"confidence": 0.07
} | null | null | null | null | null | No additional info | Cloud crypto_mining in Azure by nicholas83 No additional info | crypto_mining | null | null | nicholas83 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-9a270521 |
ae223cb4-cd7a-4e38-b539-511900b842bd | 2025-02-22T13:29:13 | auth | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|low| desc=Auth challenge for keithkramer via MFA from 139.71.126.93 MITRE Technique: T1574.002 | {
"geo_location": "Thailand",
"device_hash": "a2cfed488c7d52215d916b9aed11a922",
"user_agent": "Opera/9.65.(Windows 98; mk-MK) Presto/2.9.185 Version/11.00",
"session_id": "0f079975-4fbb-4a62-b8c9-cf43647e5fdd",
"risk_score": 42.65,
"confidence": 0.68
} | 139.71.126.93 | null | null | null | null | MITRE Technique: T1574.002 | Auth challenge for keithkramer via MFA from 139.71.126.93 MITRE Technique: T1574.002 | challenge | null | null | keithkramer | null | null | null | null | null | null | null | null | null | null | MFA | 5a:eb:36:97:6d:1c | null | null | null | null | null |
d8f1d532-5765-4ddb-8be0-93b2e979878f | 2025-02-14T08:28:38 | ids_alert | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|medium| desc=Suricata Alert: Brute Force detected from 10.237.237.248 targeting N/A No additional info | {
"geo_location": "Solomon Islands",
"device_hash": "3e62488a43f2db5ccff484cc22c180af",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/5.0)",
"session_id": "8ee73811-d6e7-40ef-be9b-6273fcfd670a",
"risk_score": 51.15,
"confidence": 0.46
} | 10.237.237.248 | N/A | Brute Force | SIG-4413 | Malware | No additional info | Suricata Alert: Brute Force detected from 10.237.237.248 targeting N/A No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
afab405d-30ad-4ec5-861e-e2efa61b27a4 | 2025-06-04T13:31:10 | iot | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat firmware_update No additional info | {
"geo_location": "Andorra",
"device_hash": "51729198c768cf4bf220705792f56bd4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Trident/3.1)",
"session_id": "5d90b144-2cb1-41d1-a57f-403faeb6cb52",
"risk_score": 45.49,
"confidence": 0.74
} | null | null | null | null | null | No additional info | IoT device Thermostat firmware_update No additional info | firmware_update | null | null | null | null | null | null | null | Thermostat | iot-741829c0 | 1.6 | null | null | null | null | null | null | null | null | null | null |
a1abd6bd-e374-4a3a-b3c1-cbc92377796e | 2025-04-24T18:52:15 | ai | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|info| desc=AI system model_access by jennakline No additional info noise=explore | {
"geo_location": "Eritrea",
"device_hash": "64a4c6e8e9414eb2e9232b1e43d842c0454e6bf86247d64834e8a5e5b04ac95e",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_4 rv:2.0; gez-ER) AppleWebKit/531.41.7 (KHTML, like Gecko) Version/4.0.2 Safari/531.41.7",
"session_id": "d01faaaf-8aa0-4f23-9c67-8f867364a9f6",
"risk_score": 40.15,
"confidence": 0.21
} | null | null | null | null | null | No additional info | AI system model_access by jennakline No additional info | model_access | null | null | jennakline | null | null | null | null | null | null | null | null | null | null | null | null | model-111d3ee1 | 2c423046a176bd559b7ee8ff35f739e6 | ad667648aea30eb32549bbfb96ad085363f72bed06ccc5d93d076c4e7c6d35ce | null | null |
d5e9b045-9849-440f-86de-f6661a31e3e6 | 2025-03-28T23:45:41 | endpoint | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load report by dbradley No additional info | {
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "8dbc10a8def0d9e61b05546e91076667",
"user_agent": "Opera/9.72.(Windows NT 5.01; sw-KE) Presto/2.9.163 Version/11.00",
"session_id": "aacd5397-ec2c-4e9d-a926-158d391dfc8d",
"risk_score": 34.91,
"confidence": 0.63
} | null | null | null | null | null | No additional info | Endpoint driver_load report by dbradley No additional info | driver_load | null | null | dbradley | report | 7,098 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
491d1fa1-275e-41f1-ae18-37be22676175 | 2025-03-19T18:05:27 | endpoint | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop /pressure/avoid.bmp by rhonda01 No additional info | {
"geo_location": "Morocco",
"device_hash": "eff97d7cd8cf18824eee5d68acb6ffce88c2dc6312851356dbff8b9337145475",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/59.0.830.0 Safari/531.0",
"session_id": "50000e20-e7f9-48a4-b4ce-fdfed6e53358",
"risk_score": 40.8,
"confidence": 0.8
} | null | null | null | null | null | No additional info | Endpoint process_stop /pressure/avoid.bmp by rhonda01 No additional info | process_stop | null | null | rhonda01 | /pressure/avoid.bmp | 9,926 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a0e850a4-0c81-45f7-a121-660814c670eb | 2025-03-05T12:19:46 | ai | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|high| desc=AI system api_abuse by montgomerynoah No additional info noise=RGVzY3JpYmUu | {
"geo_location": "Indonesia",
"device_hash": "d1ac12c31515ebfbeb4c056ee4795d89039c5896",
"user_agent": "Mozilla/5.0 (Windows 95; os-RU; rv:1.9.2.20) Gecko/3291-07-04 01:46:22 Firefox/3.8",
"session_id": "fae20e7d-1144-44e3-91a9-5b32914bf8bb",
"risk_score": 50.47,
"confidence": 0.72
} | null | null | null | null | null | No additional info | AI system api_abuse by montgomerynoah No additional info | api_abuse | null | null | montgomerynoah | null | null | null | null | null | null | null | null | null | null | null | null | model-9102f4f3 | 1491dfdbe953a9a6464a9e32a822b7f4d576a9839354dfc50a7cce0bbcc9d59e | c3086e22db79c93b1f35c2483f137415 | null | null |
dd354fdd-447b-4e56-aa7a-517628d21e15 | 2025-01-28T00:44:51 | auth | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|info| desc=Auth success for colleen21 via SAML from 35.128.27.101 MITRE Technique: T1190 | {
"geo_location": "Uzbekistan",
"device_hash": "4cfd04f13f704871e55d5fcc7c4f73c2c792c182d351e01c606c599965a19a3e",
"user_agent": "Mozilla/5.0 (Linux; Android 4.0.4) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/56.0.838.0 Safari/532.2",
"session_id": "cf4ca21e-d436-4727-a989-01dc21b71557",
"risk_score": 68.53,
"confidence": 0.97
} | 35.128.27.101 | null | null | null | null | MITRE Technique: T1190 | Auth success for colleen21 via SAML from 35.128.27.101 MITRE Technique: T1190 | success | null | null | colleen21 | null | null | null | null | null | null | null | null | null | null | SAML | ff:bb:24:d4:de:72 | null | null | null | null | null |
11c2f48a-820a-4a7f-808b-e4d215ab5596 | 2025-06-16T04:38:58 | network | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 148.163.3.208 to 29.62.206.11 MITRE Technique: T1218.011 | {
"geo_location": "Norway",
"device_hash": "656817d83f4b86a8f0e9caf603d2161a1fdde4f13f98cc3db52b63b4980dc068",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 11.0; Trident/3.1)",
"session_id": "6182a26a-30e4-4c51-a719-c63fc140628b",
"risk_score": 45.67,
"confidence": 0.79
} | 148.163.3.208 | 29.62.206.11 | null | null | null | MITRE Technique: T1218.011 | Network bandwidth_usage from 148.163.3.208 to 29.62.206.11 MITRE Technique: T1218.011 | bandwidth_usage | 929,665 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e4c912ef-5934-491b-8637-75c6bf716ead | 2025-01-17T22:10:07 | endpoint | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint persistence_mechanism similar by ryanleblanc MITRE Technique: T1566.001 | {
"geo_location": "Suriname",
"device_hash": "78f93bca6c73f1c24dbeb1196b6f04ba5c37e1098d12749911c3b9a604baf955",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/30.0.896.0 Safari/532.1",
"session_id": "5b9a4a20-288e-4d5b-8810-967cb70209ff",
"risk_score": 63.33,
"confidence": 0.77
} | null | null | null | null | null | MITRE Technique: T1566.001 | Endpoint persistence_mechanism similar by ryanleblanc MITRE Technique: T1566.001 | persistence_mechanism | null | null | ryanleblanc | similar | 8,643 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
65bfa3d1-16e8-4f4d-8856-5cd6857f446a | 2025-04-01T10:20:12 | network | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 26.35.179.117 to 203.91.171.244 Unconventional IOC: CPU microcode changes | {
"geo_location": "Latvia",
"device_hash": "c299f3d4627b6ae7a24c6f06ab2485e7",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 6_1_6 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) FxiOS/15.8b7491.0 Mobile/22V009 Safari/531.1",
"session_id": "3dba689e-4556-4920-952a-27ffc29d60b6",
"risk_score": 69.91,
"confidence": 0.41
} | 26.35.179.117 | 203.91.171.244 | null | null | null | Unconventional IOC: CPU microcode changes | Network disconnection from 26.35.179.117 to 203.91.171.244 Unconventional IOC: CPU microcode changes | disconnection | 966,963 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4c7ff4f9-85a5-4621-ba17-39af57fe557f | 2023-11-25T15:16:18 | firewall | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow HTTPS traffic from 100.158.2.235:27775 to 10.193.86.85:714 Geo anomaly: Impossible travel detected | {
"geo_location": "Tanzania",
"device_hash": "39de263c8f13afc255e6fa071555e08e",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; szl-PL; rv:1.9.2.20) Gecko/6174-12-10 22:57:22 Firefox/4.0",
"session_id": "19ddcda3-b612-471a-a0e4-b496b414b145",
"risk_score": 69.48,
"confidence": 0.04
} | 100.158.2.235 | 10.193.86.85 | null | null | null | Geo anomaly: Impossible travel detected | Firewall allow HTTPS traffic from 100.158.2.235:27775 to 10.193.86.85:714 Geo anomaly: Impossible travel detected | allow | 140,267 | HTTPS | null | null | null | null | {
"baseline_deviation": 2.28,
"entropy": 6.9,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 27,775 | 714 | 1,588 | null | null | null | null | null | null | null |
5e2236e4-6b59-49d8-b42c-3fb7d3d2982e | 2024-01-26T08:33:18 | endpoint | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|low| desc=Endpoint driver_load political by angelica37 Associated Threat Actor: Inception Framework noise=search/blog | {
"geo_location": "Belarus",
"device_hash": "5d6ef3884d578d7457a4d201434e4f81e1d9d98a32d6ad59b600704c60fdfc2b",
"user_agent": "Mozilla/5.0 (Linux; Android 1.1) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/54.0.870.0 Safari/531.2",
"session_id": "4fe4c85a-ec44-4274-b380-265c5e5ed5ec",
"risk_score": 16.43,
"confidence": 0.93
} | null | null | null | null | null | Associated Threat Actor: Inception Framework | Endpoint driver_load political by angelica37 Associated Threat Actor: Inception Framework | driver_load | null | null | angelica37 | political | 7,951 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.