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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3d8eb67e-39fb-451b-b540-c9e15c4b10f8 | 2025-02-11T14:39:16 | auth | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|low| desc=Auth timeout for ydickerson via OAuth from 23.173.227.216 No additional info noise=TW9udGgu | {
"geo_location": "New Zealand",
"device_hash": "159eb60d7fb0b2cafc60152fa443cd7b8ddf2717da46a787648e405e063665cf",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_1) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/32.0.808.0 Safari/533.0",
"session_id": "e6b03ee6-2777-4127-aea6-9999b13e1472",
"risk_score": 70.16,
"confidence": 0.26
} | 23.173.227.216 | null | null | null | null | No additional info | Auth timeout for ydickerson via OAuth from 23.173.227.216 No additional info | timeout | null | null | ydickerson | null | null | null | null | null | null | null | null | null | null | OAuth | b8:c9:e6:89:d5:1e | null | null | null | null | null |
23ffa51a-13d9-4847-8ae3-b31c9ff398f5 | 2025-05-20T22:33:00 | auth | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|high| desc=Auth failed for jacquelineterry via MFA from 177.161.251.241 Associated Threat Actor: APT37 | {
"geo_location": "Bulgaria",
"device_hash": "37df2260ecc0904b154fed3617506bb8a76b01de564505b9bf322fc7be4c0dff",
"user_agent": "Opera/8.31.(X11; Linux i686; zh-TW) Presto/2.9.168 Version/10.00",
"session_id": "b8bfa5e6-dbcf-4bd1-a480-bc15cd1d97fe",
"risk_score": 67.9,
"confidence": 0.37
} | 177.161.251.241 | null | null | null | null | Associated Threat Actor: APT37 | Auth failed for jacquelineterry via MFA from 177.161.251.241 Associated Threat Actor: APT37 | failed | null | null | jacquelineterry | null | null | null | null | null | null | null | null | null | null | MFA | 1c:6f:15:fb:ba:28 | null | null | null | null | null |
8e42657e-29d9-4717-878c-ebc197e56bdf | 2025-01-15T18:33:01 | network | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|low| desc=Network disconnection from 40.229.88.169 to 174.164.13.86 Associated Threat Actor: APT29 | {
"geo_location": "China",
"device_hash": "890fcb9d2eb42f6b54a68676ac0c03497824cb7e",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1_1 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) FxiOS/13.1c7453.0 Mobile/58H407 Safari/533.2",
"session_id": "b4865638-64a4-4f3e-9bca-64d48988c632",
"risk_score": 67.07,
"confidence": 0.72
} | 40.229.88.169 | 174.164.13.86 | null | null | null | Associated Threat Actor: APT29 | Network disconnection from 40.229.88.169 to 174.164.13.86 Associated Threat Actor: APT29 | disconnection | 584,150 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
63328ca2-9d55-4361-8a4c-6edd6c6275c9 | 2025-01-26T02:18:29 | cloud | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in Azure by andrea13 No additional info | {
"geo_location": "Antarctica (the territory South of 60 deg S)",
"device_hash": "b18b13aa173f558dd1efffadc0ad2abfa85539ed",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; uk-UA) AppleWebKit/531.29.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6531.29.7",
"session_id": "be4c0871-904c-4f37-91ea-3fc242e2704b",
"risk_score": 25.58,
"confidence": 0.05
} | null | null | null | null | null | No additional info | Cloud crypto_mining in Azure by andrea13 No additional info | crypto_mining | null | null | andrea13 | null | null | null | {
"baseline_deviation": 2.09,
"entropy": 4.02,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | Azure | res-b3ef5d5b |
6baea935-a871-461a-bb05-7d7051e6c187 | 2025-03-14T23:40:41 | firewall | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only TCP traffic from 2.153.11.109:56585 to 48.30.57.77:516 No additional info | {
"geo_location": "Dominican Republic",
"device_hash": "cad9f83f7e56266544ec12cca1a53afeddd2c1f8",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/535.39.6 (KHTML, like Gecko) Version/5.0 Safari/535.39.6",
"session_id": "35881fae-e679-4fc5-9ac6-50b815fd2a71",
"risk_score": 28.05,
"confidence": 0.54
} | 2.153.11.109 | 48.30.57.77 | null | null | null | No additional info | Firewall log-only TCP traffic from 2.153.11.109:56585 to 48.30.57.77:516 No additional info | log-only | 377,177 | TCP | null | null | null | null | null | null | null | null | 56,585 | 516 | 92 | null | null | null | null | null | null | null |
6a60b62d-256b-4e9c-9bc4-a4efb56e9db7 | 2025-04-11T00:58:24 | iot | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|info| desc=IoT device Medical side_channel MITRE Technique: T1218.011 | {
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "4cdf13aca4407c619c781654ab2620a841baaea7",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_6; rv:1.9.4.20) Gecko/7675-08-19 09:13:19 Firefox/15.0",
"session_id": "784a1244-87ec-4cec-a409-05dab0596d21",
"risk_score": 62.37,
"confidence": 0.78
} | null | null | null | null | null | MITRE Technique: T1218.011 | IoT device Medical side_channel MITRE Technique: T1218.011 | side_channel | null | null | null | null | null | null | null | Medical | iot-9324ca90 | 6.6 | null | null | null | null | null | null | null | null | null | null |
3857b729-5ebd-4350-b584-ddc7ae91cfe3 | 2025-03-25T13:55:15 | network | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|medium| desc=Network data_exfiltration from 203.81.225.189 to 87.155.252.176 No additional info | {
"geo_location": "Slovenia",
"device_hash": "ce413c709dfb18c39ecfc16281c3e5fd",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/7190-08-29 21:44:12 Firefox/3.8",
"session_id": "d9499fb5-a0b8-49c6-b864-ffe891315e41",
"risk_score": 54.36,
"confidence": 0.46
} | 203.81.225.189 | 87.155.252.176 | null | null | null | No additional info | Network data_exfiltration from 203.81.225.189 to 87.155.252.176 No additional info | data_exfiltration | 559,342 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0a26bd67-427a-4cf8-a9e4-b759cdaf74aa | 2025-06-09T13:51:56 | iot | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|low| desc=IoT device Camera firmware_update No additional info noise=Q3VwLg== | {
"geo_location": "New Caledonia",
"device_hash": "09e44bc4c4d400ac7ee319d1966b6c38c4ae28da01175b6257aac98c2c68b125",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_3) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/30.0.853.0 Safari/533.1",
"session_id": "61a1b6d3-ef8a-4b27-94bb-f3e6dfe2777b",
"risk_score": 69.58,
"confidence": 0.56
} | null | null | null | null | null | No additional info | IoT device Camera firmware_update No additional info | firmware_update | null | null | null | null | null | null | null | Camera | iot-cb95a77f | 1.9 | null | null | null | null | null | null | null | null | null | null |
6aa10035-66f9-423e-b65b-99de714c67d1 | 2025-05-14T16:05:46 | ids_alert | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|critical| desc=Trellix Alert: SQL Injection detected from 69.102.230.239 targeting N/A MITRE Technique: T1543.003 | {
"geo_location": "Guadeloupe",
"device_hash": "cb22296529b68b28d6d8d05912ea4eae1e53104cd7ab8fa5ed0148f0f72f1214",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/4.0)",
"session_id": "b3ec5415-1630-4cb3-9e61-dd06e432c95d",
"risk_score": 19.6,
"confidence": 0.95
} | 69.102.230.239 | N/A | SQL Injection | SIG-9666 | Policy | MITRE Technique: T1543.003 | Trellix Alert: SQL Injection detected from 69.102.230.239 targeting N/A MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
92de2f82-cd41-413a-b0c5-8967b264add3 | 2025-07-10T03:54:40 | iot | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC firmware_update MITRE Technique: T1053.005 | {
"geo_location": "Spain",
"device_hash": "e637aee05f3d3fbb2faad61a7ba2d7a9",
"user_agent": "Mozilla/5.0 (Linux; Android 12.1) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/47.0.869.0 Safari/536.1",
"session_id": "c6aaffc3-f62d-489c-bbb5-1c01ae26d860",
"risk_score": 79.18,
"confidence": 0.86
} | null | null | null | null | null | MITRE Technique: T1053.005 | IoT device HVAC firmware_update MITRE Technique: T1053.005 | firmware_update | null | null | null | null | null | null | null | HVAC | iot-853c0810 | 10.3 | null | null | null | null | null | null | null | null | null | null |
707d984e-b27e-48b6-be6a-49e398601b97 | 2025-04-26T15:00:41 | endpoint | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint registry_change radio by bankscourtney Associated Threat Actor: APT37 | {
"geo_location": "Iraq",
"device_hash": "b184dc2ba447e7702d03980dc2ba7342",
"user_agent": "Opera/8.56.(Windows 95; ak-GH) Presto/2.9.171 Version/11.00",
"session_id": "3820192f-c7de-42d1-9fd0-1e8b5547ae31",
"risk_score": 43.84,
"confidence": 0.15
} | null | null | null | null | null | Associated Threat Actor: APT37 | Endpoint registry_change radio by bankscourtney Associated Threat Actor: APT37 | registry_change | null | null | bankscourtney | radio | 3,217 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
aef43fdb-1c44-4e17-9899-4ee11b33ae6e | 2025-01-18T14:02:28 | auth | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for david62 via passwordless from 62.208.185.155 No additional info | {
"geo_location": "Mauritius",
"device_hash": "634ccd28de9de8ff64284005d11a954c",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/2871-05-20 20:27:25 Firefox/3.6.11",
"session_id": "0c74154b-c2e0-48f2-a803-3088f3f71421",
"risk_score": 40.45,
"confidence": 0.76
} | 62.208.185.155 | null | null | null | null | No additional info | Auth timeout for david62 via passwordless from 62.208.185.155 No additional info | timeout | null | null | david62 | null | null | null | null | null | null | null | null | null | null | passwordless | a6:65:ec:53:de:9a | null | null | null | null | null |
7c729f15-39b7-4013-825d-2ed37b64ec91 | 2025-02-25T00:11:13 | firewall | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only SMB traffic from 94.70.167.247:583 to 121.40.234.64:11 Unconventional IOC: TPM attestation failures | {
"geo_location": "Germany",
"device_hash": "d8b2fa8a139f33ed3041034119685dc7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/4.1)",
"session_id": "8b112fbf-e9f8-4791-a63a-4576b05da866",
"risk_score": 68.17,
"confidence": 0.88
} | 94.70.167.247 | 121.40.234.64 | null | null | null | Unconventional IOC: TPM attestation failures | Firewall log-only SMB traffic from 94.70.167.247:583 to 121.40.234.64:11 Unconventional IOC: TPM attestation failures | log-only | 538,837 | SMB | null | null | null | null | null | null | null | null | 583 | 11 | 535 | null | null | null | null | null | null | null |
d07f4a36-1d6d-4eef-98c7-184c1ae0e6e1 | 2025-03-07T18:50:03 | iot | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|low| desc=IoT device Medical battery_drain No additional info | {
"geo_location": "American Samoa",
"device_hash": "206329b91ee628333851344b8955864cf5ba33520733ef8d382b7e8efadf5d59",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_2_1 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) CriOS/26.0.881.0 Mobile/09L904 Safari/535.1",
"session_id": "1931e4fc-d588-46d0-a6ba-43e33e520048",
"risk_score": 70.22,
"confidence": 0.33
} | null | null | null | null | null | No additional info | IoT device Medical battery_drain No additional info | battery_drain | null | null | null | null | null | null | {
"baseline_deviation": 1.45,
"entropy": 5.13,
"frequency_anomaly": true,
"sequence_anomaly": true
} | Medical | iot-2d900964 | 9.5 | null | null | null | null | null | null | null | null | null | null |
73455026-9bb3-4b3f-b58d-6afabb5717ce | 2025-02-25T00:40:29 | network | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|info| desc=Network data_exfiltration from 78.83.62.241 to 10.82.165.208 MITRE Technique: T1078.004 | {
"geo_location": "Mongolia",
"device_hash": "4e9b0fe7180277959a4902c3bd84eb1028244fea",
"user_agent": "Opera/9.53.(Windows 98; Win 9x 4.90; nan-TW) Presto/2.9.168 Version/10.00",
"session_id": "ff982fd8-7ab6-48b9-9b7e-919651a4588d",
"risk_score": 26.45,
"confidence": 0.08
} | 78.83.62.241 | 10.82.165.208 | null | null | null | MITRE Technique: T1078.004 | Network data_exfiltration from 78.83.62.241 to 10.82.165.208 MITRE Technique: T1078.004 | data_exfiltration | 335,350 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a41e1cb6-7f6a-4d60-808e-6117ea1c2440 | 2025-06-24T19:40:33 | cloud | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|low| desc=Cloud permission_escalation in Alibaba by carlos91 No additional info noise=45ACCE68 | {
"geo_location": "Tanzania",
"device_hash": "49be2dcf05c9aead2ba485840ef23391fe3c459761afff9849c78639298beb90",
"user_agent": "Opera/8.90.(Windows NT 11.0; es-CL) Presto/2.9.183 Version/11.00",
"session_id": "eaf9965f-4282-4399-964a-9c599126bc9a",
"risk_score": 78.3,
"confidence": 0.93
} | null | null | null | null | null | No additional info | Cloud permission_escalation in Alibaba by carlos91 No additional info | permission_escalation | null | null | carlos91 | null | null | null | {
"baseline_deviation": 1.39,
"entropy": 2.02,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-3c6642e7 |
33abca90-d89f-41b2-beec-17d123ffd437 | 2025-06-16T04:39:34 | auth | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|info| desc=Auth success for samuelcardenas via passwordless from 114.36.30.108 MITRE Technique: T1566.001 | {
"geo_location": "Saint Barthelemy",
"device_hash": "f8cc6e2cef132285116ca28741e41c0a3cf85f55",
"user_agent": "Opera/9.63.(Windows NT 5.0; ln-CD) Presto/2.9.189 Version/11.00",
"session_id": "3439b9d6-c2ff-4f72-828c-e422914845fa",
"risk_score": 79.08,
"confidence": 0.48
} | 114.36.30.108 | null | null | null | null | MITRE Technique: T1566.001 | Auth success for samuelcardenas via passwordless from 114.36.30.108 MITRE Technique: T1566.001 | success | null | null | samuelcardenas | null | null | null | null | null | null | null | null | null | null | passwordless | d7:ed:8c:fe:3c:34 | null | null | null | null | null |
67b78ecf-3180-4edf-b3b2-038c1fba5aeb | 2025-04-28T10:35:51 | network | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 58.177.40.82 to 7.152.69.73 MITRE Technique: T1543.003 | {
"geo_location": "Mayotte",
"device_hash": "3399a33b0e2991162cf76d7d48eb1052",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/4.0)",
"session_id": "3f8e1667-6020-4fa0-a9b3-c0f85f8b1bae",
"risk_score": 31.23,
"confidence": 0.87
} | 58.177.40.82 | 7.152.69.73 | null | null | null | MITRE Technique: T1543.003 | Network bandwidth_usage from 58.177.40.82 to 7.152.69.73 MITRE Technique: T1543.003 | bandwidth_usage | 779,093 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e2022a48-f49c-4491-92c5-00e59ba22638 | 2025-02-01T07:06:03 | ids_alert | Snort v2.9.20 | emergency | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|emergency| desc=Snort Alert: Supply Chain Compromise detected from 28.254.205.76 targeting N/A No additional info | {
"geo_location": "Papua New Guinea",
"device_hash": "3e7f8904b1bbfe3898cb09d2607e81a4ae8c9dd64d2f6d2463fd7b645a009561",
"user_agent": "Mozilla/5.0 (Android 13; Mobile; rv:24.0) Gecko/24.0 Firefox/24.0",
"session_id": "20fa8df9-2aea-4f22-9e0c-55fdbba68d12",
"risk_score": 67.99,
"confidence": 0.58
} | 28.254.205.76 | N/A | Supply Chain Compromise | SIG-8981 | Exploit | No additional info | Snort Alert: Supply Chain Compromise detected from 28.254.205.76 targeting N/A No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 0.94,
"entropy": 7.73,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
d60bb437-090e-4073-9ee4-8bb322915f6f | 2025-04-05T11:43:39 | network | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 84.174.92.137 to 175.190.91.6 MITRE Technique: T1574.002 | DGA domain detected | {
"geo_location": "Gibraltar",
"device_hash": "718cbe03e581ca19fdf80a24df704855",
"user_agent": "Opera/8.12.(X11; Linux i686; bg-BG) Presto/2.9.171 Version/11.00",
"session_id": "f54a89b4-3ec6-4465-b21f-a5605af3f5f2",
"risk_score": 48.77,
"confidence": 0.23
} | 84.174.92.137 | 175.190.91.6 | null | null | null | MITRE Technique: T1574.002 | DGA domain detected | Network covert_channel from 84.174.92.137 to 175.190.91.6 MITRE Technique: T1574.002 | DGA domain detected | covert_channel | 646,538 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0def6a82-5bd2-4101-902e-bbc2c5b51282 | 2025-01-15T01:00:07 | endpoint | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|info| desc=Endpoint wmi_exec /see/foreign.xls by john65 No additional info noise=trip|could|dark | {
"geo_location": "Congo",
"device_hash": "df31f3196651cb648da3309f71a809e47494ff31eb1bc124c2cc1a10d8c5f727",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_5) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/39.0.858.0 Safari/531.0",
"session_id": "36a0a4cb-87a6-452b-8c8f-802811f1da53",
"risk_score": 54.47,
"confidence": 0.91
} | null | null | null | null | null | No additional info | Endpoint wmi_exec /see/foreign.xls by john65 No additional info | wmi_exec | null | null | john65 | /see/foreign.xls | 4,281 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f8057f41-491e-4350-8ea5-b3aca0d8f7ad | 2025-05-22T06:52:21 | auth | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|info| desc=Auth timeout for joel91 via OAuth from 20.210.89.229 No additional info | {
"geo_location": "Belgium",
"device_hash": "d269b67c517bbdee6e25910b8853084ec7fc1511b5eb451553b7a34c6db78caa",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.1; Trident/5.1)",
"session_id": "89541ff7-a3c1-492c-aa15-340b37a5ff63",
"risk_score": 83.71,
"confidence": 0.53
} | 20.210.89.229 | null | null | null | null | No additional info | Auth timeout for joel91 via OAuth from 20.210.89.229 No additional info | timeout | null | null | joel91 | null | null | null | null | null | null | null | null | null | null | OAuth | 22:30:b8:9a:53:a6 | null | null | null | null | null |
30c5bc65-b3f3-4aa5-971a-d3b174fb3efb | 2025-07-07T13:08:22 | iot | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|info| desc=IoT device Camera command_injection No additional info | {
"geo_location": "Azerbaijan",
"device_hash": "af841014ffbf968210517fdfacfcb8c63de1d6261a69036231635bdfa9255e7e",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; ky-KG; rv:1.9.1.20) Gecko/9986-05-24 08:21:24 Firefox/4.0",
"session_id": "bd818acd-78de-4c73-a666-065a09150bea",
"risk_score": 42.58,
"confidence": 0.19
} | null | null | null | null | null | No additional info | IoT device Camera command_injection No additional info | command_injection | null | null | null | null | null | null | null | Camera | iot-2084f207 | 4.7 | null | null | null | null | null | null | null | null | null | null |
9d5d5b03-a114-46d6-94df-95584df67e33 | 2025-01-27T18:34:04 | firewall | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop NTP traffic from 125.82.169.10:1692 to 18.166.27.69:657 MITRE Technique: T1574.002 | Associated Threat Actor: TA505 noise=choose|join|assume | {
"geo_location": "Palau",
"device_hash": "5b18a52cdef93d769f6b2210058fe5f6",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_2 rv:5.0; gl-ES) AppleWebKit/534.21.4 (KHTML, like Gecko) Version/5.0.2 Safari/534.21.4",
"session_id": "b68d2dc5-351a-4a28-ad8b-ac4ad8be37df",
"risk_score": 69.27,
"confidence": 0.44
} | 125.82.169.10 | 18.166.27.69 | null | null | null | MITRE Technique: T1574.002 | Associated Threat Actor: TA505 | Firewall drop NTP traffic from 125.82.169.10:1692 to 18.166.27.69:657 MITRE Technique: T1574.002 | Associated Threat Actor: TA505 | drop | 849,750 | NTP | null | null | null | null | null | null | null | null | 1,692 | 657 | 3,436 | null | null | null | null | null | null | null |
1f9daacb-cba4-4d25-9298-74c74793e49b | 2025-06-02T01:57:58 | ai | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|high| desc=AI system model_access by justinzamora MITRE Technique: T1486 | {
"geo_location": "Turkmenistan",
"device_hash": "d9d0b3a07ac59d7ebb199d83319a808131507cd5e2921925543b6a7d46a0c44e",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/533.49.7 (KHTML, like Gecko) Version/5.0.5 Safari/533.49.7",
"session_id": "35fa0714-f421-4416-9be2-b770427a80c9",
"risk_score": 67.23,
"confidence": 0.45
} | null | null | null | null | null | MITRE Technique: T1486 | AI system model_access by justinzamora MITRE Technique: T1486 | model_access | null | null | justinzamora | null | null | null | null | null | null | null | null | null | null | null | null | model-656d6e69 | d3aab04d2bc4b823145dd9632c7a1dad | 157dd22ef3eb3cc1447387b24a426a46 | null | null |
b9b4454f-58e6-4123-a87a-7d93898e0eaf | 2025-04-22T10:34:27 | network | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|info| desc=Network data_exfiltration from 213.42.207.79 to 26.14.73.178 No additional info | {
"geo_location": "Turks and Caicos Islands",
"device_hash": "54a7e76db54d6e487821d3480ef2351b80961930b278fade1e48408797b187b5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/3.1)",
"session_id": "f4659752-dbca-4e33-941e-e25ad5d14533",
"risk_score": 34.42,
"confidence": 0.16
} | 213.42.207.79 | 26.14.73.178 | null | null | null | No additional info | Network data_exfiltration from 213.42.207.79 to 26.14.73.178 No additional info | data_exfiltration | 489,196 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3f9c6008-4b35-47cb-b8ae-90d80ef9dfb0 | 2025-03-26T20:48:32 | network | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|low| desc=Network covert_channel from 50.77.118.59 to 56.41.134.127 MITRE Technique: T1486 | {
"geo_location": "Sudan",
"device_hash": "e0ee344987eb8db400a665e7be751cc2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.2; Trident/4.1)",
"session_id": "6dc534fc-286a-4475-8967-b4ee193935ab",
"risk_score": 5.37,
"confidence": 0.62
} | 50.77.118.59 | 56.41.134.127 | null | null | null | MITRE Technique: T1486 | Network covert_channel from 50.77.118.59 to 56.41.134.127 MITRE Technique: T1486 | covert_channel | 246,362 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7b765940-fd82-449e-a4f6-5716e7599fe1 | 2025-05-08T23:14:48 | cloud | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|high| desc=Cloud crypto_mining in Alibaba by mclark MITRE Technique: T1110.003 noise=7CC9C115 | {
"geo_location": "Aruba",
"device_hash": "91af9306393d90aec7b8f8facca93920bee2d81cb4886055eba4bbd3d0eb399a",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_0 rv:2.0; os-RU) AppleWebKit/533.20.3 (KHTML, like Gecko) Version/5.1 Safari/533.20.3",
"session_id": "9e879d57-7202-490f-8619-70713a5dc5bf",
"risk_score": 45.24,
"confidence": 0.6
} | null | null | null | null | null | MITRE Technique: T1110.003 | Cloud crypto_mining in Alibaba by mclark MITRE Technique: T1110.003 | crypto_mining | null | null | mclark | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-404771a2 |
bd87d9b8-2f5c-4329-aa88-3cefca71a8a3 | 2025-03-25T12:43:59 | auth | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|low| desc=Auth bypass for alison76 via MFA from 73.105.155.136 No additional info | {
"geo_location": "Saint Martin",
"device_hash": "bd577fb07e890c8b2c033e63d321a6438bc5b9a8",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/3170-08-10 07:29:03 Firefox/3.6.3",
"session_id": "8a7aecdf-d24c-42ad-ac36-886bccad9c3a",
"risk_score": 68.23,
"confidence": 0.27
} | 73.105.155.136 | null | null | null | null | No additional info | Auth bypass for alison76 via MFA from 73.105.155.136 No additional info | bypass | null | null | alison76 | null | null | null | null | null | null | null | null | null | null | MFA | 98:a2:11:fa:47:de | null | null | null | null | null |
e6438d2e-8101-4f64-a61d-d6b41e8b9e50 | 2025-04-17T14:21:46 | firewall | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only SSH traffic from 15.95.194.246:936 to 75.164.69.132:1013 MITRE Technique: T1190 | {
"geo_location": "Ecuador",
"device_hash": "543a8c946784f42d7d0676b44f2e76608afc99840a9274c78605f119a41edc89",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 7_1_2 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) FxiOS/11.4j0458.0 Mobile/06O828 Safari/535.2",
"session_id": "ae389829-894c-4b67-8057-b7f1c598ad9b",
"risk_score": 43.16,
"confidence": 0.15
} | 15.95.194.246 | 75.164.69.132 | null | null | null | MITRE Technique: T1190 | Firewall log-only SSH traffic from 15.95.194.246:936 to 75.164.69.132:1013 MITRE Technique: T1190 | log-only | 667,398 | SSH | null | null | null | null | null | null | null | null | 936 | 1,013 | 17 | null | null | null | null | null | null | null |
f93e85a2-643b-4522-82a8-24d51b02383b | 2020-08-27T16:00:15 | ids_alert | LogRhythm v7.5.0 | emergency | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=LogRhythm Alert: Credential Stuffing detected from 54.213.170.155 targeting 184.236.234.122 No additional info noise=tags/main | {
"geo_location": "Mauritius",
"device_hash": "17ad8e0efd76f91b7c46e43aa949c9ae725c49be",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; raj-IN) AppleWebKit/534.47.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B116 Safari/6534.47.3",
"session_id": "a9179695-e701-4bb5-bbd5-c666cb2011d3",
"risk_score": 40.73,
"confidence": 0.51
} | 54.213.170.155 | 184.236.234.122 | Credential Stuffing | SIG-4685 | Exploit | No additional info | LogRhythm Alert: Credential Stuffing detected from 54.213.170.155 targeting 184.236.234.122 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b5612a78-c6b8-4df5-9de5-dbb6a4db2471 | 2025-01-16T19:45:53 | endpoint | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection this by robinsonalison No additional info | {
"geo_location": "Afghanistan",
"device_hash": "47beebcfc0d8a324e34d0bd4d44c5db50b5350e70ae51c52f972b627f36a3ff4",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_0 rv:3.0; ms-MY) AppleWebKit/534.2.5 (KHTML, like Gecko) Version/5.1 Safari/534.2.5",
"session_id": "b20c9b9a-8479-4dcf-8ffb-202a57d81581",
"risk_score": 54.74,
"confidence": 0.14
} | null | null | null | null | null | No additional info | Endpoint memory_injection this by robinsonalison No additional info | memory_injection | null | null | robinsonalison | this | 1,619 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0cb1207b-a537-4b4c-9144-b7ea7524a229 | 2025-05-15T05:49:01 | firewall | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop ICMP traffic from 100.231.140.139:156 to 209.176.32.135:462 MITRE Technique: T1566.001 | {
"geo_location": "Serbia",
"device_hash": "7f7be773679e22edc0fafdceb9fbd33ed408e4b6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Win 9x 4.90; Trident/5.0)",
"session_id": "d8c1dd9b-2689-4b29-b243-3f908cac9f35",
"risk_score": 25.06,
"confidence": 0.61
} | 100.231.140.139 | 209.176.32.135 | null | null | null | MITRE Technique: T1566.001 | Firewall drop ICMP traffic from 100.231.140.139:156 to 209.176.32.135:462 MITRE Technique: T1566.001 | drop | 559,178 | ICMP | null | null | null | null | {
"baseline_deviation": 2.76,
"entropy": 4.94,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 156 | 462 | 2,654 | null | null | null | null | null | null | null |
15bf26be-6fc6-4fe9-acc2-97cf9ecd4c9c | 2025-02-23T00:31:59 | auth | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for erikaowens via password from 161.156.167.56 No additional info | {
"geo_location": "Spain",
"device_hash": "ca003c1d29a26193e7a94042004fa39fc73f0abf",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; lg-UG; rv:1.9.0.20) Gecko/4094-10-26 15:31:53 Firefox/3.6.2",
"session_id": "ee6d76c3-5d78-4146-869c-f68814ce259d",
"risk_score": 69.73,
"confidence": 0.47
} | 161.156.167.56 | null | null | null | null | No additional info | Auth challenge for erikaowens via password from 161.156.167.56 No additional info | challenge | null | null | erikaowens | null | null | null | null | null | null | null | null | null | null | password | ca:a0:38:47:57:a8 | null | null | null | null | null |
5cb8ceda-7890-4a35-8962-3b55484c646f | 2025-03-03T11:03:49 | ids_alert | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|low| desc=Tanium Alert: Container Escape detected from 9.153.250.126 targeting 98.109.83.115 Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Slovenia",
"device_hash": "d38944472985a96e86b946b15865ad418336d9b8575ce9e50fcc736c5c1ebef9",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/535.12.7 (KHTML, like Gecko) Version/4.0 Safari/535.12.7",
"session_id": "e64a6c4c-4bf4-40a9-8a8d-1ccc26ba1075",
"risk_score": 9.24,
"confidence": 0.68
} | 9.153.250.126 | 98.109.83.115 | Container Escape | SIG-2589 | Exploit | Unconventional IOC: Unusual DNS TXT records | Tanium Alert: Container Escape detected from 9.153.250.126 targeting 98.109.83.115 Unconventional IOC: Unusual DNS TXT records | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c4056579-d04e-4c74-b1db-074c24a28213 | 2025-03-10T18:54:31 | ai | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|medium| desc=AI system fine_tuning by kelly93 No additional info | {
"geo_location": "Turkey",
"device_hash": "e1e2cf57c1ad80a15a7eedfdd34b969b",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/8094-01-21 23:52:19 Firefox/3.8",
"session_id": "24b7e76f-0cdf-4f5a-b41c-20dfd71e801d",
"risk_score": 50.95,
"confidence": 0.63
} | null | null | null | null | null | No additional info | AI system fine_tuning by kelly93 No additional info | fine_tuning | null | null | kelly93 | null | null | null | null | null | null | null | null | null | null | null | null | model-055a5619 | d99d70cda08245d9d6ba9c0067fd4db9cfdde172 | eded0c67aefe943ea5f351eca5885749ba6b7d8b | null | null |
ac7dec56-4444-4ad9-99f8-44df9daa5273 | 2025-04-11T08:04:59 | auth | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth success for jason38 via biometric from 83.211.164.33 No additional info | {
"geo_location": "South Africa",
"device_hash": "fe392340a3b672932f1606071f3b8bfd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Trident/4.0)",
"session_id": "dd67ffee-97f4-4bf3-8658-b726794d5c31",
"risk_score": 59.68,
"confidence": 0.7
} | 83.211.164.33 | null | null | null | null | No additional info | Auth success for jason38 via biometric from 83.211.164.33 No additional info | success | null | null | jason38 | null | null | null | null | null | null | null | null | null | null | biometric | 50:f4:da:8e:02:62 | null | null | null | null | null |
3da8038b-eb8b-422b-adb2-5c278bc35c42 | 2025-05-11T18:06:15 | endpoint | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start /brother/so.html by ngutierrez MITRE Technique: T1078.004 | {
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "4dc5b64da2474993e54e15765280e221",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_2 rv:3.0; ps-AF) AppleWebKit/531.50.1 (KHTML, like Gecko) Version/4.0.3 Safari/531.50.1",
"session_id": "eee82f72-b6df-41c4-b821-cfb8a3bf5a06",
"risk_score": 84.53,
"confidence": 0.28
} | null | null | null | null | null | MITRE Technique: T1078.004 | Endpoint process_start /brother/so.html by ngutierrez MITRE Technique: T1078.004 | process_start | null | null | ngutierrez | /brother/so.html | 3,229 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f28e5942-704f-4f73-951e-1372a87c4e24 | 2025-04-20T19:41:25 | ids_alert | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|high| desc=Zeek Alert: ICS Attack detected from 58.176.192.225 targeting N/A No additional info | {
"geo_location": "Guinea",
"device_hash": "d3c3687d1162a4bb403096880aa3c6f3ceb27650992dec67469c1fcaafe4542b",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/38.0.815.0 Safari/535.0",
"session_id": "928d8403-93c0-44ec-be8e-dc1b3ad210eb",
"risk_score": 46.04,
"confidence": 0.24
} | 58.176.192.225 | N/A | ICS Attack | SIG-4450 | Malware | No additional info | Zeek Alert: ICS Attack detected from 58.176.192.225 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 |
49494c15-da0a-4dbb-8c27-0cd299f5eaa5 | 2025-01-25T19:10:37 | iot | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera physical_tamper No additional info | {
"geo_location": "Guyana",
"device_hash": "94fa7d4bb466126741b0c1a488684a06",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/4.1)",
"session_id": "b7a2f1ad-316b-4af9-8e8e-522141d42524",
"risk_score": 63.75,
"confidence": 0.2
} | null | null | null | null | null | No additional info | IoT device Camera physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Camera | iot-6b4bb6c4 | 5.4 | null | null | null | null | null | null | null | null | null | null |
6b6ff065-fa8d-4090-9e95-1854aea7ad06 | 2025-05-31T06:38:52 | network | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|info| desc=Network beaconing from 136.186.165.38 to 70.33.64.236 No additional info | {
"geo_location": "Palau",
"device_hash": "239077afdaa37b892b323925ba71389f",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/8343-06-18 22:05:25 Firefox/3.6.13",
"session_id": "e49fe82f-2fdc-40ce-99f1-f09e6f65039f",
"risk_score": 43.22,
"confidence": 1
} | 136.186.165.38 | 70.33.64.236 | null | null | null | No additional info | Network beaconing from 136.186.165.38 to 70.33.64.236 No additional info | beaconing | 980,547 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
99b78164-0ee8-4caa-9b1b-aad21b0bb334 | 2025-03-25T02:50:42 | auth | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|low| desc=Auth timeout for daniel70 via MFA from 10.100.58.186 MITRE Technique: T1204.002 | {
"geo_location": "Mayotte",
"device_hash": "1014d68a63e7ed6ee07098d210f6e1b9cacef662",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_2_1 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) CriOS/21.0.862.0 Mobile/44Q124 Safari/533.0",
"session_id": "8081e020-b866-4c3c-938a-bce54c3b1134",
"risk_score": 70,
"confidence": 0.98
} | 10.100.58.186 | null | null | null | null | MITRE Technique: T1204.002 | Auth timeout for daniel70 via MFA from 10.100.58.186 MITRE Technique: T1204.002 | timeout | null | null | daniel70 | null | null | null | null | null | null | null | null | null | null | MFA | 75:10:a5:13:a0:79 | null | null | null | null | null |
24d690a3-665d-4b00-b0ba-4b781d6a3e2d | 2026-07-21T04:45:19 | firewall | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall drop SMB traffic from 71.193.174.209:572 to 26.125.233.196:138 No additional info | {
"geo_location": "Sierra Leone",
"device_hash": "35dd99a1918ebde58c6002f65d38648353ef2e29b990e6b3dc30a980ae068a15",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 95; Trident/3.1)",
"session_id": "007cbb7e-5d50-4a56-b3b0-0d7ea750184b",
"risk_score": 83.92,
"confidence": 0.01
} | 71.193.174.209 | 26.125.233.196 | null | null | null | No additional info | Firewall drop SMB traffic from 71.193.174.209:572 to 26.125.233.196:138 No additional info | drop | 938,095 | SMB | null | null | null | null | null | null | null | null | 572 | 138 | 2,623 | null | null | null | null | null | null | null |
5aa8b145-16e3-4f05-9a02-e69ccc0b1a43 | 2025-07-01T16:21:12 | firewall | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow UDP traffic from 58.60.93.64:137 to 29.139.51.86:547 Associated Threat Actor: Equation Group | {
"geo_location": "Lao People's Democratic Republic",
"device_hash": "d01bc7f5f2c473f43ad8ce2846b0e84be2b0c9379feb4f3f52af7473322b9f8a",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/18.0.879.0 Safari/531.1",
"session_id": "31a711e7-342d-42a9-a3e4-24238a786869",
"risk_score": 25.57,
"confidence": 0.83
} | 58.60.93.64 | 29.139.51.86 | null | null | null | Associated Threat Actor: Equation Group | Firewall allow UDP traffic from 58.60.93.64:137 to 29.139.51.86:547 Associated Threat Actor: Equation Group | allow | 910,417 | UDP | null | null | null | null | null | null | null | null | 137 | 547 | 571 | null | null | null | null | null | null | null |
886beb7e-6357-49ab-9854-2d3c4c6640e8 | 2025-04-04T22:31:36 | iot | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat protocol_violation No additional info | {
"geo_location": "Cuba",
"device_hash": "41b8a4d600c1df0f30db16af59c08d089f8403fd237b223c46eb5a7a528db331",
"user_agent": "Opera/8.21.(Windows 95; nso-ZA) Presto/2.9.183 Version/12.00",
"session_id": "61bc6f4b-ff94-4645-bc5a-fc7e065a20a7",
"risk_score": 25.31,
"confidence": 0.72
} | null | null | null | null | null | No additional info | IoT device Thermostat protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | null | Thermostat | iot-16f53882 | 10.5 | null | null | null | null | null | null | null | null | null | null |
16cccef8-1380-40d2-ac68-eae18f1f4cb5 | 2025-04-10T11:31:59 | firewall | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|info| desc=Firewall allow SSH traffic from 119.134.225.211:3523 to 9.49.116.203:360 No additional info | {
"geo_location": "Mauritania",
"device_hash": "2672ba20314c3387db0084963483452cea5caaa206e9ab87e803169f222991b8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/3.0)",
"session_id": "574216df-d454-4146-8175-28e395b82c7d",
"risk_score": 57.09,
"confidence": 0.87
} | 119.134.225.211 | 9.49.116.203 | null | null | null | No additional info | Firewall allow SSH traffic from 119.134.225.211:3523 to 9.49.116.203:360 No additional info | allow | 367,851 | SSH | null | null | null | null | null | null | null | null | 3,523 | 360 | 808 | null | null | null | null | null | null | null |
0c0ca8ca-370f-47c4-b975-aad1f4a74bce | 2025-06-14T19:44:55 | endpoint | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|medium| desc=Endpoint scheduled_task whose by michelle64 No additional info | {
"geo_location": "Morocco",
"device_hash": "b844adc1d8291faf02a19d17f149b79cf0a8fcc0",
"user_agent": "Opera/9.28.(Windows NT 5.01; fa-IR) Presto/2.9.164 Version/10.00",
"session_id": "347ebea6-225c-4aab-936a-6f096bfee831",
"risk_score": 83.2,
"confidence": 0.74
} | null | null | null | null | null | No additional info | Endpoint scheduled_task whose by michelle64 No additional info | scheduled_task | null | null | michelle64 | whose | 9,323 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1d7447ca-a84d-4ea3-ac4b-4cd04de2786b | 2025-01-15T23:32:22 | firewall | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny SSH traffic from 10.58.209.123:520 to 10.198.204.20:3754 No additional info | {
"geo_location": "Georgia",
"device_hash": "81672f9799856a1d6d1b80fdde4dc9a18f16e0fec286589a9aaca1de7c71c07c",
"user_agent": "Opera/8.51.(Windows NT 6.2; it-CH) Presto/2.9.170 Version/12.00",
"session_id": "43b56ee2-90cb-427c-904a-3c17381ba537",
"risk_score": 40.37,
"confidence": 0.45
} | 10.58.209.123 | 10.198.204.20 | null | null | null | No additional info | Firewall deny SSH traffic from 10.58.209.123:520 to 10.198.204.20:3754 No additional info | deny | 387,158 | SSH | null | null | null | null | null | null | null | null | 520 | 3,754 | 1,456 | null | null | null | null | null | null | null |
5a854ad7-1aa0-4cf6-a958-2000bdc93993 | 2025-04-04T12:35:29 | endpoint | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_stop /think/three.jpeg by michele91 No additional info | {
"geo_location": "Indonesia",
"device_hash": "047e505bb9ffd010825e85af56da121bd9b5cd2e",
"user_agent": "Mozilla/5.0 (Windows NT 5.01; ti-ET; rv:1.9.1.20) Gecko/2489-05-19 09:03:28 Firefox/3.6.4",
"session_id": "f3f395c7-4f72-4511-b92d-cbf2f452784d",
"risk_score": 57.46,
"confidence": 0.08
} | null | null | null | null | null | No additional info | Endpoint process_stop /think/three.jpeg by michele91 No additional info | process_stop | null | null | michele91 | /think/three.jpeg | 4,843 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
56540813-63bc-42b4-a221-76bd983cbdfe | 2025-02-26T17:51:07 | network | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|medium| desc=Network connection from 192.76.60.122 to 181.157.117.42 No additional info | {
"geo_location": "Venezuela",
"device_hash": "45c5cfe2218069ab75d87e980351f66bec600559",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/3.0)",
"session_id": "78382158-857d-4fb2-9de3-e79d01513ac8",
"risk_score": 59.02,
"confidence": 0.35
} | 192.76.60.122 | 181.157.117.42 | null | null | null | No additional info | Network connection from 192.76.60.122 to 181.157.117.42 No additional info | connection | 99,577 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
073e6e7c-e4b0-4cca-9b82-7f26b4fc9114 | 2025-02-18T05:14:19 | ids_alert | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|critical| desc=Snort Alert: DDoS detected from 160.34.209.176 targeting N/A No additional info | {
"geo_location": "Jamaica",
"device_hash": "05e4b61f8f7c1fdec0da96b9b2d80fb443a572e2",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.1) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/51.0.807.0 Safari/531.2",
"session_id": "e71e9246-f0c9-403b-8020-a3c6649ed039",
"risk_score": 35.09,
"confidence": 0.31
} | 160.34.209.176 | N/A | DDoS | SIG-5505 | Malware | No additional info | Snort Alert: DDoS detected from 160.34.209.176 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 |
f471b455-f2f8-4d57-8cb0-77492ad345c4 | 2025-02-26T22:07:02 | cloud | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|info| desc=Cloud api_abuse in OCI by sandrajohnson Associated Threat Actor: Inception Framework | {
"geo_location": "Benin",
"device_hash": "61d4751aab3024cb638fead9042bd261ebad7e45",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 13_5_1 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) FxiOS/18.0k5836.0 Mobile/44D449 Safari/534.1",
"session_id": "fa8a7da9-b687-49d0-8be0-4745f808c5ff",
"risk_score": 39.74,
"confidence": 0.05
} | null | null | null | null | null | Associated Threat Actor: Inception Framework | Cloud api_abuse in OCI by sandrajohnson Associated Threat Actor: Inception Framework | api_abuse | null | null | sandrajohnson | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-cf060a08 |
7cee2517-31b8-4739-8e3c-5b69d7ba2652 | 2025-03-26T03:35:38 | auth | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|low| desc=Auth success for douglas58 via OAuth from 190.54.111.149 No additional info | {
"geo_location": "Greece",
"device_hash": "3cea4edcfaf5902586227cd08493b237",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/3.0)",
"session_id": "2ae4ede2-c7ce-4a93-8aeb-389b732228f4",
"risk_score": 68.16,
"confidence": 0.23
} | 190.54.111.149 | null | null | null | null | No additional info | Auth success for douglas58 via OAuth from 190.54.111.149 No additional info | success | null | null | douglas58 | null | null | null | null | null | null | null | null | null | null | OAuth | ee:b3:e2:4c:1b:68 | null | null | null | null | null |
d1cc12f9-9382-4e6e-a85d-ca574d5267f8 | 2025-01-31T16:34:33 | ai | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|medium| desc=AI system fine_tuning by jason72 MITRE Technique: T1059.001 | {
"geo_location": "Iran",
"device_hash": "5e81e618c720ff3e03c7e26105cdfc08",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; uk-UA) AppleWebKit/534.5.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6534.5.5",
"session_id": "e22fc2e8-c2ed-4e43-82df-3a942aa237a0",
"risk_score": 56.04,
"confidence": 0.06
} | null | null | null | null | null | MITRE Technique: T1059.001 | AI system fine_tuning by jason72 MITRE Technique: T1059.001 | fine_tuning | null | null | jason72 | null | null | null | null | null | null | null | null | null | null | null | null | model-fb86788e | 21fa9efb116b7117258b32eae31d25627fd1a534 | 7b1b1c78019f0078486375eecbdc4d1f8cb1d51851007597d38f2892054d29f3 | null | null |
6de3dfef-a4d6-430e-a5f4-a98b7eaa8d0e | 2025-06-27T00:15:31 | ids_alert | AlienVault v5.7.0 | emergency | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|emergency| desc=AlienVault Alert: MFA Bypass detected from 10.253.154.96 targeting N/A MITRE Technique: T1110.003 | {
"geo_location": "Sweden",
"device_hash": "a223768c22787d8b7a778748660d667a",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_8 rv:5.0; mn-MN) AppleWebKit/531.19.1 (KHTML, like Gecko) Version/5.0 Safari/531.19.1",
"session_id": "fa9eb66d-71e2-44c4-8e7f-3b4e94b9860f",
"risk_score": 64.81,
"confidence": 0.43
} | 10.253.154.96 | N/A | MFA Bypass | SIG-8045 | Recon | MITRE Technique: T1110.003 | AlienVault Alert: MFA Bypass detected from 10.253.154.96 targeting N/A MITRE Technique: T1110.003 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
03031a48-094b-4daf-a220-3b91bb449a24 | 2025-04-04T23:32:01 | cloud | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud instance_creation in OCI by jennifer89 Associated Threat Actor: APT41 | {
"geo_location": "Guinea",
"device_hash": "2238a93487a7955cd0c22acb43090f808c6645d753181fa4f148f6b0eda7a8b4",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/533.25.1 (KHTML, like Gecko) Version/4.0 Safari/533.25.1",
"session_id": "7314ea45-ad12-4e86-a2f0-864b13fbf19e",
"risk_score": 32.91,
"confidence": 0.51
} | null | null | null | null | null | Associated Threat Actor: APT41 | Cloud instance_creation in OCI by jennifer89 Associated Threat Actor: APT41 | instance_creation | null | null | jennifer89 | null | null | null | {
"baseline_deviation": 2.01,
"entropy": 3.41,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | OCI | res-45038519 |
b33956a6-0df7-4626-a577-73cce8f7dd44 | 2025-03-26T21:17:21 | ai | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|info| desc=AI system model_access by markgallegos MITRE Technique: T1486 noise=QXNzdW1lLg== | {
"geo_location": "Cuba",
"device_hash": "1169414126249dec7f4c5268fa0c7451ca7bfe098b4c3f9b10d1b15575484b7b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/4.0)",
"session_id": "850e2569-2585-474f-8fd2-eb968dac3d9a",
"risk_score": 28.62,
"confidence": 0.13
} | null | null | null | null | null | MITRE Technique: T1486 | AI system model_access by markgallegos MITRE Technique: T1486 | model_access | null | null | markgallegos | null | null | null | null | null | null | null | null | null | null | null | null | model-d36e5e0f | 3d6a67ab9df1a2c201f052ebb0dd1ac8 | 2dbb04cc571aeb81019602cf4aaef8ae094d6adb67db18b6c4896f8709312141 | null | null |
24967646-6f27-498a-b82f-5e1743581177 | 2025-02-20T02:15:54 | auth | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|high| desc=Auth challenge for tmoore via key from 140.220.99.11 No additional info | {
"geo_location": "Saint Vincent and the Grenadines",
"device_hash": "cb357230672d0dd1b389a77b533363e7",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/534.9.2 (KHTML, like Gecko) Version/4.0.5 Safari/534.9.2",
"session_id": "719b1452-f23f-4b78-a334-d7fea4014434",
"risk_score": 20.84,
"confidence": 0.11
} | 140.220.99.11 | null | null | null | null | No additional info | Auth challenge for tmoore via key from 140.220.99.11 No additional info | challenge | null | null | tmoore | null | null | null | {
"baseline_deviation": 0.74,
"entropy": 5.12,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | key | bc:a6:58:e2:b1:1c | null | null | null | null | null |
7ef3c001-5bd1-45a3-b1df-499daa3a0952 | 2025-02-08T00:01:53 | auth | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|info| desc=Auth success for randy39 via biometric from 1.224.24.116 No additional info noise=TmV0d29yay4= | {
"geo_location": "Saint Vincent and the Grenadines",
"device_hash": "faf838aa3c60021112483bfef711eba90c5388440d104f03d0d49f3e123f5f3d",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_4 rv:5.0; wa-BE) AppleWebKit/535.34.3 (KHTML, like Gecko) Version/4.1 Safari/535.34.3",
"session_id": "58644952-8f71-4b67-8ffe-4551186e2881",
"risk_score": 16.45,
"confidence": 0.7
} | 1.224.24.116 | null | null | null | null | No additional info | Auth success for randy39 via biometric from 1.224.24.116 No additional info | success | null | null | randy39 | null | null | null | null | null | null | null | null | null | null | biometric | b4:ca:60:f2:e1:67 | null | null | null | null | null |
32229636-9209-4220-85e1-e6b11d9a59be | 2025-06-04T12:43:32 | firewall | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|low| desc=Firewall allow ICMP traffic from 4.108.77.232:509 to 10.255.152.195:438 No additional info noise=4DF55C54 | {
"geo_location": "Greece",
"device_hash": "1da80d4c159c357ad0b9e5014fa4f481",
"user_agent": "Mozilla/5.0 (Windows NT 5.01; bem-ZM; rv:1.9.2.20) Gecko/7830-01-03 17:23:55 Firefox/3.6.8",
"session_id": "beafeab1-c682-40c5-b2e1-431963de8df3",
"risk_score": 10.83,
"confidence": 0.71
} | 4.108.77.232 | 10.255.152.195 | null | null | null | No additional info | Firewall allow ICMP traffic from 4.108.77.232:509 to 10.255.152.195:438 No additional info | allow | 768,805 | ICMP | null | null | null | null | null | null | null | null | 509 | 438 | 3,100 | null | null | null | null | null | null | null |
5905bcf4-0338-42cd-9630-6de929daa0fc | 2025-04-03T13:45:55 | iot | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat side_channel No additional info noise=CE955A33 | {
"geo_location": "Reunion",
"device_hash": "54795335d1d62ffb78c571d541ae05f4",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_1_2 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) CriOS/35.0.852.0 Mobile/56V083 Safari/534.0",
"session_id": "a54fb61d-a511-4278-ab12-b6be4410eb16",
"risk_score": 67.26,
"confidence": 0.55
} | null | null | null | null | null | No additional info | IoT device Thermostat side_channel No additional info | side_channel | null | null | null | null | null | null | null | Thermostat | iot-e623c9b4 | 6.5 | null | null | null | null | null | null | null | null | null | null |
df76d5e7-c815-4249-a7fc-c48e8252c587 | 2025-02-19T11:33:24 | endpoint | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task /coach/yeah.webm by moorerandy No additional info noise=heart|five|shake | {
"geo_location": "China",
"device_hash": "194c6550bb72ba147aeb8c9263b016724d80cb84",
"user_agent": "Opera/8.12.(X11; Linux i686; lo-LA) Presto/2.9.179 Version/12.00",
"session_id": "7e1880b5-cd8f-46ce-ae32-fd65a051003b",
"risk_score": 40.68,
"confidence": 0.83
} | null | null | null | null | null | No additional info | Endpoint scheduled_task /coach/yeah.webm by moorerandy No additional info | scheduled_task | null | null | moorerandy | /coach/yeah.webm | 2,192 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
694ff8e0-2d78-43bb-b62b-f1d72d1c23dd | 2025-03-04T09:21:40 | iot | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical side_channel MITRE Technique: T1071.001 | {
"geo_location": "Togo",
"device_hash": "e93641fb8d1deb1bb0fcc21fc6d83a1688f37c4633e3acc0ff5f0527a11f7a5b",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_5; rv:1.9.4.20) Gecko/8042-02-12 03:38:14 Firefox/3.8",
"session_id": "47977717-489b-4723-b7c9-6f78a67b635c",
"risk_score": 57.13,
"confidence": 0.8
} | null | null | null | null | null | MITRE Technique: T1071.001 | IoT device Medical side_channel MITRE Technique: T1071.001 | side_channel | null | null | null | null | null | null | {
"baseline_deviation": 1.79,
"entropy": 4.4,
"frequency_anomaly": true,
"sequence_anomaly": false
} | Medical | iot-325b921d | 6.2 | null | null | null | null | null | null | null | null | null | null |
188db0f8-85c9-4ab0-8833-b1ce11f9c0ca | 2025-01-21T11:52:37 | firewall | Zeek v5.0.0 | medium | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall inspect HTTP traffic from 74.32.212.161:795 to 71.82.95.202:946 MITRE Technique: T1547.001 | {
"geo_location": "Senegal",
"device_hash": "8e56b2740500a1927037440c5ed4af4383414fe3",
"user_agent": "Opera/9.14.(Windows 98; Win 9x 4.90; ha-NG) Presto/2.9.185 Version/10.00",
"session_id": "6ea601cb-f338-44f1-9a81-cf7a4bbb6ac3",
"risk_score": 67.52,
"confidence": 0.22
} | 74.32.212.161 | 71.82.95.202 | null | null | null | MITRE Technique: T1547.001 | Firewall inspect HTTP traffic from 74.32.212.161:795 to 71.82.95.202:946 MITRE Technique: T1547.001 | inspect | 847,686 | HTTP | null | null | null | null | null | null | null | null | 795 | 946 | 3,409 | null | null | null | null | null | null | null |
f118369a-f529-461a-9f88-b1da68007f9b | 2020-07-26T16:55:37 | endpoint | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|low| desc=Endpoint process_start /season/son.png by xkirk No additional info | {
"geo_location": "Germany",
"device_hash": "255a1162dba40615cd050822d35a524082d2d8ba",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; kok-IN) AppleWebKit/533.37.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6533.37.3",
"session_id": "212223f5-91ec-487c-906c-d5ee185409a1",
"risk_score": 45.41,
"confidence": 0.32
} | null | null | null | null | null | No additional info | Endpoint process_start /season/son.png by xkirk No additional info | process_start | null | null | xkirk | /season/son.png | 3,316 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a3211a5b-18f4-4124-a80f-7a83918f0f1a | 2025-01-18T10:58:16 | firewall | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall deny SSH traffic from 95.94.66.60:53213 to 177.3.24.184:760 MITRE Technique: T1071.001 | {
"geo_location": "North Korea",
"device_hash": "f7081787b0a43078cdfb84f96a32465f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/4.0)",
"session_id": "8d188a32-0312-4787-914e-7dccde83bded",
"risk_score": 63.27,
"confidence": 0.3
} | 95.94.66.60 | 177.3.24.184 | null | null | null | MITRE Technique: T1071.001 | Firewall deny SSH traffic from 95.94.66.60:53213 to 177.3.24.184:760 MITRE Technique: T1071.001 | deny | 242,179 | SSH | null | null | null | null | null | null | null | null | 53,213 | 760 | 32 | null | null | null | null | null | null | null |
a93dfa64-4643-4254-a657-a9cea200f2c7 | 2025-03-25T17:48:39 | auth | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for rbutler via SAML from 118.174.42.128 No additional info | {
"geo_location": "Mauritius",
"device_hash": "bd33140228543d87f6927213c1f3ace4",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_3 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/16.1g9530.0 Mobile/25R669 Safari/536.0",
"session_id": "7a7f57a7-bf23-4358-8693-43d23d0fd3ad",
"risk_score": 51.23,
"confidence": 0.62
} | 118.174.42.128 | null | null | null | null | No additional info | Auth bypass for rbutler via SAML from 118.174.42.128 No additional info | bypass | null | null | rbutler | null | null | null | null | null | null | null | null | null | null | SAML | 4e:0f:c9:71:ce:ba | null | null | null | null | null |
6f4de1be-4933-4cd3-a8de-76fb04141114 | 2025-04-18T09:45:22 | firewall | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only TCP traffic from 160.197.16.23:990 to 148.98.130.198:702 No additional info | {
"geo_location": "Cayman Islands",
"device_hash": "ed948c9d397553ebdf5da7f17c9ad8e44c297a04d96c983a2e2cd8aace57be2c",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_4; rv:1.9.5.20) Gecko/5486-08-13 15:43:12 Firefox/3.6.11",
"session_id": "a4f7738c-e2a3-40fc-a8f0-d746111b566d",
"risk_score": 30.26,
"confidence": 0.09
} | 160.197.16.23 | 148.98.130.198 | null | null | null | No additional info | Firewall log-only TCP traffic from 160.197.16.23:990 to 148.98.130.198:702 No additional info | log-only | 565,055 | TCP | null | null | null | null | null | null | null | null | 990 | 702 | 1,673 | null | null | null | null | null | null | null |
746af0c7-b469-4c32-a301-051f5c11a109 | 2025-05-09T19:03:06 | network | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|info| desc=Network bandwidth_usage from 201.110.35.214 to 121.3.9.129 MITRE Technique: T1218.011 | {
"geo_location": "Swaziland",
"device_hash": "f9610d6aa45b8d974679e9f713adf637",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 16_7_6 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) CriOS/52.0.869.0 Mobile/80I574 Safari/536.0",
"session_id": "61909303-1843-4262-b683-25f19aaf7ce7",
"risk_score": 58.44,
"confidence": 0.86
} | 201.110.35.214 | 121.3.9.129 | null | null | null | MITRE Technique: T1218.011 | Network bandwidth_usage from 201.110.35.214 to 121.3.9.129 MITRE Technique: T1218.011 | bandwidth_usage | 987,675 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
03c9c547-ee11-4a6a-acef-eb0c933d3093 | 2025-01-24T23:57:46 | cloud | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud shadow_it in AWS by richarddavis MITRE Technique: T1071.001 | {
"geo_location": "French Polynesia",
"device_hash": "3b49e8eca433f2d0fc287df2455179c03e1346efef456af4d5f0cd395d51f4cb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/3.1)",
"session_id": "ee901b6d-ee4e-472a-8ef3-23f4cd929577",
"risk_score": 63.59,
"confidence": 0.49
} | null | null | null | null | null | MITRE Technique: T1071.001 | Cloud shadow_it in AWS by richarddavis MITRE Technique: T1071.001 | shadow_it | null | null | richarddavis | null | null | null | {
"baseline_deviation": 0.61,
"entropy": 7.47,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | AWS | res-4ff086fa |
740c910d-8d1c-4190-8bae-2e2343c265b6 | 2025-03-16T11:26:26 | iot | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor protocol_violation No additional info | {
"geo_location": "Jersey",
"device_hash": "c6ad08dc4a16dad713349c182b51714f6a386117f65af595aff0e98e76e7c5f5",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/8175-11-14 09:05:56 Firefox/3.6.10",
"session_id": "5b804e9d-2b12-4693-be04-5c3a7f7a678f",
"risk_score": 65.43,
"confidence": 1
} | null | null | null | null | null | No additional info | IoT device Sensor protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | null | Sensor | iot-51a60eeb | 10.0 | null | null | null | null | null | null | null | null | null | null |
a9a6343f-4946-48d1-b417-e856d79df4b0 | 2025-02-10T05:56:59 | ids_alert | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|critical| desc=Wazuh Alert: SQL Injection detected from 117.112.172.240 targeting N/A MITRE Technique: T1053.005 noise=TGFuZC4= | {
"geo_location": "Brazil",
"device_hash": "a674393468f8a5b520d63e415944be88",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/59.0.856.0 Safari/536.0",
"session_id": "da60025d-af5c-4fe5-b7ae-8e404ce40215",
"risk_score": 26.57,
"confidence": 0.59
} | 117.112.172.240 | N/A | SQL Injection | SIG-6010 | Malware | MITRE Technique: T1053.005 | Wazuh Alert: SQL Injection detected from 117.112.172.240 targeting N/A MITRE Technique: T1053.005 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5776313b-a076-4e22-9ecb-5f5bcc3bd1a0 | 2025-05-24T22:19:16 | firewall | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only NTP traffic from 24.244.166.102:947 to 185.51.97.11:234 No additional info | {
"geo_location": "Malaysia",
"device_hash": "73ef0d4c0f130815996de26a5d00b2dd83596377f62851782e8709e9e25d8fdb",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_3; rv:1.9.5.20) Gecko/8830-10-13 06:59:39 Firefox/3.6.4",
"session_id": "81d787c9-1528-4971-ab75-10bde2230494",
"risk_score": 62.86,
"confidence": 0.85
} | 24.244.166.102 | 185.51.97.11 | null | null | null | No additional info | Firewall log-only NTP traffic from 24.244.166.102:947 to 185.51.97.11:234 No additional info | log-only | 732,454 | NTP | null | null | null | null | {
"baseline_deviation": 0.69,
"entropy": 7.59,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | 947 | 234 | 2,840 | null | null | null | null | null | null | null |
d8d15987-e4e1-4f3a-853e-09aaff4789bf | 2025-06-10T06:30:51 | ids_alert | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|critical| desc=Palo Alto Cortex Alert: AI Model Poisoning detected from 10.27.235.191 targeting N/A No additional info | {
"geo_location": "Congo",
"device_hash": "4407b4adf674159122518c8cf396624b",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_3 rv:6.0; hr-HR) AppleWebKit/533.44.7 (KHTML, like Gecko) Version/4.0 Safari/533.44.7",
"session_id": "de8eb11b-3d78-4358-80c4-a6c9c732f2eb",
"risk_score": 23.61,
"confidence": 0.21
} | 10.27.235.191 | N/A | AI Model Poisoning | SIG-4575 | Exploit | No additional info | Palo Alto Cortex Alert: AI Model Poisoning detected from 10.27.235.191 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 |
7004a3b0-70e7-441a-ad68-26e9d9162c6a | 2025-04-24T00:36:30 | auth | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth failed for scott12 via key from 147.151.183.68 No additional info | {
"geo_location": "Mauritania",
"device_hash": "3105cc3fc206ba693d3744cd23cd7fc3445928f7881213f8b46770188ad8784d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.1; Trident/4.0)",
"session_id": "902ca8df-46b3-4482-8747-de5c8284a3cb",
"risk_score": 46.88,
"confidence": 0.47
} | 147.151.183.68 | null | null | null | null | No additional info | Auth failed for scott12 via key from 147.151.183.68 No additional info | failed | null | null | scott12 | null | null | null | {
"baseline_deviation": 2.24,
"entropy": 5.51,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | key | 80:26:d3:45:f8:21 | null | null | null | null | null |
beb3855c-060d-4dfc-8c29-ba9a6ed94ca5 | 2025-06-16T23:51:29 | iot | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical battery_drain No additional info | {
"geo_location": "Bolivia",
"device_hash": "d7ef433f5991ed9979e26e2da9236b05",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/534.37.6 (KHTML, like Gecko) Version/5.0.2 Safari/534.37.6",
"session_id": "62beb179-3708-4c6f-becf-624b0754e7b8",
"risk_score": 37.26,
"confidence": 0.77
} | null | null | null | null | null | No additional info | IoT device Medical battery_drain No additional info | battery_drain | null | null | null | null | null | null | null | Medical | iot-6e77cd5b | 10.9 | null | null | null | null | null | null | null | null | null | null |
0ae41bfe-5e06-4429-9829-a6d3ed7fd700 | 2025-02-03T22:47:46 | endpoint | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|info| desc=Endpoint memory_injection allow by bishopdana No additional info | {
"geo_location": "French Guiana",
"device_hash": "5c0fbc92bd07b714efca511d759e519c",
"user_agent": "Opera/8.25.(Windows NT 5.2; az-AZ) Presto/2.9.161 Version/11.00",
"session_id": "bd112807-a15b-464e-8961-0403acc85046",
"risk_score": 26.27,
"confidence": 0.2
} | null | null | null | null | null | No additional info | Endpoint memory_injection allow by bishopdana No additional info | memory_injection | null | null | bishopdana | allow | 6,217 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d50faaa4-ddef-487e-a8d3-556e2e03f590 | 2025-04-12T03:17:57 | network | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|critical| desc=Network beaconing from 71.185.118.57 to 82.119.216.33 No additional info | {
"geo_location": "Kuwait",
"device_hash": "0b39945a182cd70ec60eb7197f9d8aa2b39aec4fc56175ff9a7921f1587eb99c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.0; Trident/3.0)",
"session_id": "01e48398-fd5f-44ca-9f98-fdec7e418ce6",
"risk_score": 79.79,
"confidence": 0.52
} | 71.185.118.57 | 82.119.216.33 | null | null | null | No additional info | Network beaconing from 71.185.118.57 to 82.119.216.33 No additional info | beaconing | 79,604 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a1192c46-71bb-47b3-bbcb-9356e8f42708 | 2025-04-20T20:10:31 | cloud | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|low| desc=Cloud permission_escalation in AWS by dustin61 No additional info | {
"geo_location": "Tajikistan",
"device_hash": "59a7fd0e56eb01b5698bb61f4f27fc500353732c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.2; Trident/5.1)",
"session_id": "f0cbe9e6-16d2-4d1e-8099-057311e9a198",
"risk_score": 61.43,
"confidence": 0.61
} | null | null | null | null | null | No additional info | Cloud permission_escalation in AWS by dustin61 No additional info | permission_escalation | null | null | dustin61 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-882ab832 |
3de787f1-86d0-4ce4-a7a7-cd3353c92b28 | 2025-02-01T22:19:10 | 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: MFA Bypass detected from 26.86.236.36 targeting 132.76.65.2 MITRE Technique: T1204.002 | Obfuscated payload detected | {
"geo_location": "Mayotte",
"device_hash": "dff6790400d4385298eaa920f1b66a5f",
"user_agent": "Mozilla/5.0 (Linux; Android 3.1) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/24.0.828.0 Safari/536.2",
"session_id": "85140bd9-1a8f-492b-b20c-1f24720f5164",
"risk_score": 48.02,
"confidence": 0.41
} | 26.86.236.36 | 132.76.65.2 | MFA Bypass | SIG-8710 | Policy | MITRE Technique: T1204.002 | Obfuscated payload detected | Palo Alto Cortex Alert: MFA Bypass detected from 26.86.236.36 targeting 132.76.65.2 MITRE Technique: T1204.002 | Obfuscated payload detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9e27d87f-4bd5-4f8f-948b-828054ddead1 | 2025-05-12T00:30:50 | ids_alert | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|high| desc=CrowdStrike Alert: Container Escape detected from 183.197.42.100 targeting N/A Obfuscated payload detected | {
"geo_location": "United Arab Emirates",
"device_hash": "fd17f5a42b83de36a80ec322527c7412fd6bd74e",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_4; rv:1.9.6.20) Gecko/4360-11-19 23:15:35 Firefox/3.8",
"session_id": "7dc103fe-c66b-4a30-96ca-cd87f1acad3b",
"risk_score": 30.8,
"confidence": 0.63
} | 183.197.42.100 | N/A | Container Escape | SIG-7662 | Policy | Obfuscated payload detected | CrowdStrike Alert: Container Escape detected from 183.197.42.100 targeting N/A Obfuscated payload detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f2ede073-df69-4d99-b8a3-71e4e67101d6 | 2025-03-16T23:51:22 | network | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|critical| desc=Network disconnection from 195.157.97.27 to 187.7.18.68 Unconventional IOC: Bios timestamp anomalies | {
"geo_location": "Brunei Darussalam",
"device_hash": "038c7aed8676b65b76429553c57ab90147043230",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_9 rv:2.0; ig-NG) AppleWebKit/532.50.7 (KHTML, like Gecko) Version/5.0.3 Safari/532.50.7",
"session_id": "b3e09154-a685-4335-bb1c-c67ce341a006",
"risk_score": 26.43,
"confidence": 0.86
} | 195.157.97.27 | 187.7.18.68 | null | null | null | Unconventional IOC: Bios timestamp anomalies | Network disconnection from 195.157.97.27 to 187.7.18.68 Unconventional IOC: Bios timestamp anomalies | disconnection | 972,354 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
05f95da0-8a73-4474-8404-0c0b9a09447b | 2025-01-16T00:51:19 | firewall | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only UDP traffic from 39.246.88.126:472 to 23.87.133.134:553 MITRE Technique: T1059.001 | {
"geo_location": "Korea",
"device_hash": "700b546a7ab3b805422e5bcfb07e0782",
"user_agent": "Opera/8.17.(X11; Linux x86_64; vi-VN) Presto/2.9.176 Version/11.00",
"session_id": "44180382-5163-4cbd-8eb2-e40c89c0f65e",
"risk_score": 60.81,
"confidence": 0.34
} | 39.246.88.126 | 23.87.133.134 | null | null | null | MITRE Technique: T1059.001 | Firewall log-only UDP traffic from 39.246.88.126:472 to 23.87.133.134:553 MITRE Technique: T1059.001 | log-only | 79,423 | UDP | null | null | null | null | {
"baseline_deviation": 2.87,
"entropy": 6.24,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 472 | 553 | 1,584 | null | null | null | null | null | null | null |
f363e667-7ceb-4520-ad48-3e4f91a2d0fc | 2025-02-12T16:35:48 | network | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|info| desc=Network data_exfiltration from 135.99.72.100 to 32.232.127.183 No additional info | {
"geo_location": "Kyrgyz Republic",
"device_hash": "2ef05e1aaf29fdd269bddf080123d3f2",
"user_agent": "Opera/8.70.(X11; Linux i686; uz-UZ) Presto/2.9.186 Version/11.00",
"session_id": "93d5ace2-29bd-4360-a477-58cb6cd3dbd3",
"risk_score": 83.56,
"confidence": 0.41
} | 135.99.72.100 | 32.232.127.183 | null | null | null | No additional info | Network data_exfiltration from 135.99.72.100 to 32.232.127.183 No additional info | data_exfiltration | 963,845 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9057ac97-c787-431c-8d74-763a5fc4eea7 | 2025-01-30T04:27:32 | endpoint | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint registry_change /cultural/record.wav by kempdon No additional info | {
"geo_location": "United Arab Emirates",
"device_hash": "ffd17a274d251f5edb266602e50b6e84c90319e3b39ad4d5c44a1abf885a8702",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/4.1)",
"session_id": "b09ea77e-565b-404d-901a-693d401ec651",
"risk_score": 50.93,
"confidence": 0.47
} | null | null | null | null | null | No additional info | Endpoint registry_change /cultural/record.wav by kempdon No additional info | registry_change | null | null | kempdon | /cultural/record.wav | 2,814 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b350676f-ee18-4610-b58e-0b1f79ad8173 | 2025-06-09T19:33:34 | 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 113.207.5.216 targeting 190.31.34.149 No additional info | {
"geo_location": "France",
"device_hash": "15b6c2c0f43627f1e1e00b7f6382d689d55801da19c47de6377e41939df3d572",
"user_agent": "Opera/8.25.(Windows NT 5.0; fy-NL) Presto/2.9.168 Version/10.00",
"session_id": "84645e0d-f652-4c46-84e4-9c66ced457fb",
"risk_score": 14.78,
"confidence": 0.97
} | 113.207.5.216 | 190.31.34.149 | MFA Bypass | SIG-9584 | Exploit | No additional info | ArcSight Alert: MFA Bypass detected from 113.207.5.216 targeting 190.31.34.149 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
396ed1dd-1f15-49ac-8cd8-9290e16f6c09 | 2020-09-03T17:45:18 | ids_alert | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|medium| desc=Trellix Alert: Supply Chain Compromise detected from 41.223.244.160 targeting N/A MITRE Technique: T1059.001 | {
"geo_location": "Serbia",
"device_hash": "6b4b0c421f31251a7ae31e2d4c748c4b360838b6",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/531.11.7 (KHTML, like Gecko) Version/5.0.3 Safari/531.11.7",
"session_id": "b03c2e3c-9763-4713-aa79-d1d1bf089680",
"risk_score": 76.35,
"confidence": 0.76
} | 41.223.244.160 | N/A | Supply Chain Compromise | SIG-4730 | Recon | MITRE Technique: T1059.001 | Trellix Alert: Supply Chain Compromise detected from 41.223.244.160 targeting N/A MITRE Technique: T1059.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5d433deb-93f9-4a9b-a096-f4c4242a58a8 | 2025-02-26T06:01:46 | endpoint | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop /offer/commercial.txt by linda27 MITRE Technique: T1059.005 | Fileless execution detected | {
"geo_location": "Afghanistan",
"device_hash": "341ad1eb33b73030ecdfb47813c9b244928a3bb20d966c95e28caddea410c2fa",
"user_agent": "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/15.0.881.0 Safari/534.1",
"session_id": "1fc64944-f782-484c-8728-a72abe4eef91",
"risk_score": 64.05,
"confidence": 0.79
} | null | null | null | null | null | MITRE Technique: T1059.005 | Fileless execution detected | Endpoint process_stop /offer/commercial.txt by linda27 MITRE Technique: T1059.005 | Fileless execution detected | process_stop | null | null | linda27 | /offer/commercial.txt | 6,305 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
45a35275-47e5-4770-906d-602102f666f4 | 2025-05-01T18:29:13 | iot | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor side_channel No additional info | {
"geo_location": "Sao Tome and Principe",
"device_hash": "e0d7be0998761f98974ebcd09cdd940c864ba7a2",
"user_agent": "Opera/8.43.(Windows NT 5.1; brx-IN) Presto/2.9.182 Version/11.00",
"session_id": "d0c4f5ff-332b-4a77-84ce-38c33f77aa73",
"risk_score": 48.59,
"confidence": 0.71
} | null | null | null | null | null | No additional info | IoT device Sensor side_channel No additional info | side_channel | null | null | null | null | null | null | null | Sensor | iot-e382b742 | 5.2 | null | null | null | null | null | null | null | null | null | null |
ab86a4ff-2109-4c24-9f14-481f3a60cd51 | 2025-05-16T01:01:32 | ai | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|low| desc=AI system model_inversion by zlopez No additional info | {
"geo_location": "Ireland",
"device_hash": "b5826e630c3e7a9e1c6273a0c006c699",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 5_1_1 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) FxiOS/9.7x7621.0 Mobile/91V733 Safari/533.2",
"session_id": "38693899-ba7f-4852-b230-d9802ef5fcbe",
"risk_score": 77.56,
"confidence": 0.35
} | null | null | null | null | null | No additional info | AI system model_inversion by zlopez No additional info | model_inversion | null | null | zlopez | null | null | null | null | null | null | null | null | null | null | null | null | model-c3e067e3 | 5eae1e184b07be76e708922a596ce5366df52504 | 57043d9d2dae683d4e73a8f91ea4efd9 | null | null |
f5409af6-d279-4a6c-9b7d-2b81ea8828a7 | 2025-02-16T04:33:33 | cloud | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|low| desc=Cloud storage_access in GCP by tcummings MITRE Technique: T1566.001 | {
"geo_location": "Singapore",
"device_hash": "f85aa9e8e79fb9ac017a0fdb0f9f54625f5a9af891567c01ecb8826efb5fc265",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 10.0; Trident/5.0)",
"session_id": "6f4f4faa-1022-4ff2-b8b3-318b245d443d",
"risk_score": 49.5,
"confidence": 0.31
} | null | null | null | null | null | MITRE Technique: T1566.001 | Cloud storage_access in GCP by tcummings MITRE Technique: T1566.001 | storage_access | null | null | tcummings | null | null | null | {
"baseline_deviation": 0.72,
"entropy": 3.98,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | GCP | res-9c5c69d9 |
68b4eaf0-5a5c-496b-bc20-64230b1cbb5d | 2025-03-01T10:47:06 | cloud | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in AWS by privera MITRE Technique: T1053.005 | Associated Threat Actor: Kimsuky | {
"geo_location": "Chile",
"device_hash": "2e868f72e3e21c4aaf163d91ada5da776e893516",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/4.0)",
"session_id": "50c499bf-12e6-421f-b814-1a19ce8a5891",
"risk_score": 80.22,
"confidence": 0.35
} | null | null | null | null | null | MITRE Technique: T1053.005 | Associated Threat Actor: Kimsuky | Cloud instance_creation in AWS by privera MITRE Technique: T1053.005 | Associated Threat Actor: Kimsuky | instance_creation | null | null | privera | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-86c58fb5 |
cb537271-59b9-43c1-a4ea-c6534749e0e3 | 2025-01-16T02:39:05 | auth | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|low| desc=Auth challenge for michael53 via SAML from 178.69.161.66 Associated Threat Actor: FIN7 | {
"geo_location": "San Marino",
"device_hash": "588ccc27ef27d422f2630271fca8fca3",
"user_agent": "Opera/9.66.(X11; Linux i686; wo-SN) Presto/2.9.171 Version/10.00",
"session_id": "95de586a-a046-4c0f-b83b-fcd86c504d74",
"risk_score": 43.73,
"confidence": 0.77
} | 178.69.161.66 | null | null | null | null | Associated Threat Actor: FIN7 | Auth challenge for michael53 via SAML from 178.69.161.66 Associated Threat Actor: FIN7 | challenge | null | null | michael53 | null | null | null | null | null | null | null | null | null | null | SAML | 08:e7:2e:1f:19:63 | null | null | null | null | null |
29bd1ea5-2c82-4aca-a2f3-bd5fc13849a7 | 2025-06-18T08:07:32 | network | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|medium| desc=Network covert_channel from 176.183.176.174 to 16.144.200.81 No additional info noise=posts/posts/categories | {
"geo_location": "Anguilla",
"device_hash": "27fe8460aa1e8c488845160c27d4c810",
"user_agent": "Opera/8.31.(X11; Linux i686; eo-US) Presto/2.9.184 Version/10.00",
"session_id": "75437f6c-b2d2-402f-b39b-e0d233ae9370",
"risk_score": 37.62,
"confidence": 0.48
} | 176.183.176.174 | 16.144.200.81 | null | null | null | No additional info | Network covert_channel from 176.183.176.174 to 16.144.200.81 No additional info | covert_channel | 434,555 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
16cb9824-7211-4971-8881-9d9a6c9592ca | 2025-07-02T17:11:56 | cloud | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|info| desc=Cloud instance_creation in Alibaba by byrddavid No additional info | {
"geo_location": "Tonga",
"device_hash": "21b180e5f84dacfdaa8ede41b91b7db1d434ab10",
"user_agent": "Opera/8.97.(X11; Linux i686; sd-IN) Presto/2.9.176 Version/12.00",
"session_id": "95a0fe90-4e2d-442b-a5c3-9abe55171afa",
"risk_score": 33.04,
"confidence": 0.01
} | null | null | null | null | null | No additional info | Cloud instance_creation in Alibaba by byrddavid No additional info | instance_creation | null | null | byrddavid | null | null | null | {
"baseline_deviation": 0.67,
"entropy": 4.06,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-2d02c3a3 |
debd0dab-b414-417f-8975-c40890c556bb | 2025-03-19T06:52:23 | iot | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC battery_drain Unconventional IOC: Bios timestamp anomalies noise=blog/search | {
"geo_location": "Northern Mariana Islands",
"device_hash": "62627c2644c98d5890b07d0fd718f9398fa5a7ceea21efa9c152fc37344358fb",
"user_agent": "Opera/8.21.(Windows 95; tl-PH) Presto/2.9.166 Version/10.00",
"session_id": "078020e7-b780-4cfd-88fc-d9b00f75bb9c",
"risk_score": 55.75,
"confidence": 0.28
} | null | null | null | null | null | Unconventional IOC: Bios timestamp anomalies | IoT device HVAC battery_drain Unconventional IOC: Bios timestamp anomalies | battery_drain | null | null | null | null | null | null | {
"baseline_deviation": 1.94,
"entropy": 5.79,
"frequency_anomaly": false,
"sequence_anomaly": true
} | HVAC | iot-5fd32b54 | 4.6 | null | null | null | null | null | null | null | null | null | null |
23f4c632-c26b-4aec-abe8-8e8097e77506 | 2025-06-08T14:02:46 | endpoint | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint scheduled_task population by sarah67 No additional info | {
"geo_location": "Vietnam",
"device_hash": "bb1553a1a92ecb441a0fcd6b60e61c1d64d900c0",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/45.0.898.0 Safari/531.1",
"session_id": "2bf8d2f4-c624-484e-b943-4eaa1e1f67c9",
"risk_score": 41.39,
"confidence": 0.61
} | null | null | null | null | null | No additional info | Endpoint scheduled_task population by sarah67 No additional info | scheduled_task | null | null | sarah67 | population | 5,092 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
aaabd2b4-1567-4ffc-8327-30d09e729def | 2025-06-09T01:28:52 | cloud | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|low| desc=Cloud storage_access in GCP by jasmine22 MITRE Technique: T1190 | Unconventional IOC: Bios timestamp anomalies | {
"geo_location": "Cayman Islands",
"device_hash": "bb84d83932efe693af59505833c56169a6914ba647c05d6ab59d7a39020d81d8",
"user_agent": "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/46.0.852.0 Safari/533.2",
"session_id": "0bfe06ad-8671-4a87-b481-d88f572c1407",
"risk_score": 23.27,
"confidence": 0.43
} | null | null | null | null | null | MITRE Technique: T1190 | Unconventional IOC: Bios timestamp anomalies | Cloud storage_access in GCP by jasmine22 MITRE Technique: T1190 | Unconventional IOC: Bios timestamp anomalies | storage_access | null | null | jasmine22 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-875c85a0 |
d033b9ce-9341-4bc0-8b56-6dd60eb6e679 | 2025-03-30T16:37:25 | auth | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|low| desc=Auth success for browntyler via key from 7.240.153.83 Credential stuffing pattern detected | {
"geo_location": "Trinidad and Tobago",
"device_hash": "9947f3f5bcd3dff840c8fd7e54432d002e6eb774",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/4.0)",
"session_id": "46c74e31-006f-4029-9838-c4c5aaa30d90",
"risk_score": 44.61,
"confidence": 0.42
} | 7.240.153.83 | null | null | null | null | Credential stuffing pattern detected | Auth success for browntyler via key from 7.240.153.83 Credential stuffing pattern detected | success | null | null | browntyler | null | null | null | null | null | null | null | null | null | null | key | 30:a3:f3:29:23:98 | null | null | null | null | null |
8136218f-b128-4564-ac07-7b40475d40f7 | 2021-06-07T16:42:26 | endpoint | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint service_install too by fernandovazquez No additional info | {
"geo_location": "French Southern Territories",
"device_hash": "cde561c182bcb2eb48f4d2143e1c52dab4924fd4a14754617228d9393b5c81df",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/5.1)",
"session_id": "e134a484-66d9-4586-a508-df039688129b",
"risk_score": 73.97,
"confidence": 0.95
} | null | null | null | null | null | No additional info | Endpoint service_install too by fernandovazquez No additional info | service_install | null | null | fernandovazquez | too | 4,966 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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