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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
f4d7cf41-63d5-4ce0-8eea-203501efb479 | 2025-06-03T21:08:49 | cloud | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|low| desc=Cloud crypto_mining in OCI by stephensonamy MITRE Technique: T1204.002 | {
"geo_location": "Iran",
"device_hash": "7cb4ad610010bbb0b6e48ab5d538b61365c905de",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/4367-12-12 13:25:50 Firefox/9.0",
"session_id": "5defecd1-2236-4080-abed-4875bf2a8cb1",
"risk_score": 58.67,
"confidence": 0.1
} | null | null | null | null | null | MITRE Technique: T1204.002 | Cloud crypto_mining in OCI by stephensonamy MITRE Technique: T1204.002 | crypto_mining | null | null | stephensonamy | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-ffbf8403 |
3861df12-a873-4ab7-9ddb-93fda7ce0e0f | 2025-02-11T21:11:21 | ids_alert | OSSEC v3.7.0 | emergency | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|emergency| desc=OSSEC Alert: XSS detected from 158.137.96.128 targeting N/A MITRE Technique: T1071.001 | {
"geo_location": "Syrian Arab Republic",
"device_hash": "2bcb185cd07e4ccfe6a8fb07d82e8730fef2cf8d",
"user_agent": "Opera/8.30.(Windows 98; Win 9x 4.90; ja-JP) Presto/2.9.168 Version/10.00",
"session_id": "b156641e-e091-4459-bd0f-c9924220afa1",
"risk_score": 58.71,
"confidence": 0.4
} | 158.137.96.128 | N/A | XSS | SIG-7803 | Exploit | MITRE Technique: T1071.001 | OSSEC Alert: XSS detected from 158.137.96.128 targeting N/A MITRE Technique: T1071.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1cf55279-1603-4ab1-84d9-a7515cf194f2 | 2025-03-24T02:51:49 | iot | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC physical_tamper No additional info | {
"geo_location": "Hong Kong",
"device_hash": "4a075b2960caa1dcd7920757773d565f8e4d74ac50afca007c812f0dd88e7053",
"user_agent": "Opera/8.71.(X11; Linux x86_64; ar-SD) Presto/2.9.168 Version/12.00",
"session_id": "c494071f-9686-4148-a329-0c68cfda0515",
"risk_score": 65.7,
"confidence": 0.91
} | 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-80f43a60 | 9.7 | null | null | null | null | null | null | null | null | null | null |
57f1d5c1-3cf1-463d-ac24-a2fc71366da0 | 2025-03-10T05:24:48 | network | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|info| desc=Network bandwidth_usage from 96.137.10.204 to 154.226.69.131 No additional info noise=083F982E | {
"geo_location": "Portugal",
"device_hash": "812fa7ab5bf1889887e08e5c2863d7a7",
"user_agent": "Mozilla/5.0 (Android 8.0.0; Mobile; rv:56.0) Gecko/56.0 Firefox/56.0",
"session_id": "c67dcec3-9dd1-4e34-96c4-aaa5a9d2fb1a",
"risk_score": 45.48,
"confidence": 0.22
} | 96.137.10.204 | 154.226.69.131 | null | null | null | No additional info | Network bandwidth_usage from 96.137.10.204 to 154.226.69.131 No additional info | bandwidth_usage | 963,039 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8aa793f9-e310-49a4-ae32-6346146910e0 | 2025-06-26T16:23:18 | network | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|info| desc=Network connection from 61.168.100.105 to 24.110.148.0 MITRE Technique: T1218.011 | {
"geo_location": "Tunisia",
"device_hash": "a2643cd98526f9e015fce3644b97f76ecf319002",
"user_agent": "Opera/9.25.(X11; Linux x86_64; kok-IN) Presto/2.9.174 Version/10.00",
"session_id": "3b0bb080-5c34-4124-8de2-075c53fe47b4",
"risk_score": 77.29,
"confidence": 0.78
} | 61.168.100.105 | 24.110.148.0 | null | null | null | MITRE Technique: T1218.011 | Network connection from 61.168.100.105 to 24.110.148.0 MITRE Technique: T1218.011 | connection | 51,924 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ea8a3ab9-2391-4e6f-89ae-878c1425188d | 2025-02-12T18:48:07 | ids_alert | Suricata v6.0.10 | emergency | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|emergency| desc=Suricata Alert: Living-off-the-Land detected from 15.139.100.13 targeting 31.47.19.224 No additional info | {
"geo_location": "Lithuania",
"device_hash": "cd7c102ba4ddfadc44ffc0cec2b774df",
"user_agent": "Opera/8.37.(X11; Linux i686; tg-TJ) Presto/2.9.186 Version/11.00",
"session_id": "2d0004c8-cd61-4b7d-9247-431d139c3fe9",
"risk_score": 67.08,
"confidence": 0.37
} | 15.139.100.13 | 31.47.19.224 | Living-off-the-Land | SIG-9758 | Evasion | No additional info | Suricata Alert: Living-off-the-Land detected from 15.139.100.13 targeting 31.47.19.224 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5373f633-6cd3-47ff-b795-3c0dc47bce10 | 2025-04-04T04:52:23 | cloud | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in OCI by oreed No additional info | {
"geo_location": "Myanmar",
"device_hash": "74795942037b44828c2411abb4dec2eb12b50d2e638eaaad64ab14948c0b8d34",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; tk-TM) AppleWebKit/534.3.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B116 Safari/6534.3.3",
"session_id": "0e2e0b96-0349-4624-a39d-367b0b07c6bd",
"risk_score": 53.1,
"confidence": 0.25
} | null | null | null | null | null | No additional info | Cloud config_change in OCI by oreed No additional info | config_change | null | null | oreed | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-9208fa5a |
249f10c2-8689-43fd-af29-8bd316cb26a3 | 2025-06-06T23:53:15 | ids_alert | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|high| desc=Trellix Alert: DDoS detected from 202.184.81.2 targeting 10.193.232.52 MITRE Technique: T1078.004 | {
"geo_location": "Iraq",
"device_hash": "4ea79d4f9f3d93365a5fa5aad88f64b6816fbed7bdf5ded0491d4af126d004e7",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_0 rv:6.0; lg-UG) AppleWebKit/533.27.2 (KHTML, like Gecko) Version/5.0.2 Safari/533.27.2",
"session_id": "e1a9d88a-d703-4b2d-aa69-8bbc4373d994",
"risk_score": 48.9,
"confidence": 0.05
} | 202.184.81.2 | 10.193.232.52 | DDoS | SIG-6618 | Policy | MITRE Technique: T1078.004 | Trellix Alert: DDoS detected from 202.184.81.2 targeting 10.193.232.52 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 |
92d43850-e7f8-45f9-8a3f-f618f8798d9e | 2025-03-24T15:20:46 | ai | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|high| desc=AI system model_inversion by angela34 Training data poisoning attempt | {
"geo_location": "Venezuela",
"device_hash": "6d57b1e1e245e2d1702b57451da2151a",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/51.0.841.0 Safari/532.2",
"session_id": "8f6876ad-f413-46bb-aea9-b1b2e8495b38",
"risk_score": 80.41,
"confidence": 0.64
} | null | null | null | null | null | Training data poisoning attempt | AI system model_inversion by angela34 Training data poisoning attempt | model_inversion | null | null | angela34 | null | null | null | null | null | null | null | null | null | null | null | null | model-ac72b0fe | 605a1790cceb80b5e6cf3cff2f566136d88e6d1f | 80d0882ec3e743a5c5f3af13d020f35b39705780 | null | null |
5c75df3c-815a-4930-8aed-afb3e6e207ae | 2025-02-11T23:40:17 | endpoint | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint persistence_mechanism /by/good.odp by alexanderlarson MITRE Technique: T1574.002 | {
"geo_location": "Burundi",
"device_hash": "55bbe887df73489c40a56214e772f57c",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.3) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/25.0.855.0 Safari/535.0",
"session_id": "86a371de-6486-4147-862a-0c524ac709f8",
"risk_score": 68.15,
"confidence": 0.73
} | null | null | null | null | null | MITRE Technique: T1574.002 | Endpoint persistence_mechanism /by/good.odp by alexanderlarson MITRE Technique: T1574.002 | persistence_mechanism | null | null | alexanderlarson | /by/good.odp | 262 | powershell.exe | {
"baseline_deviation": 1.8,
"entropy": 4.13,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
d5267c65-2d60-4dac-bc2c-1e63000d8350 | 2025-03-08T21:32:42 | iot | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat command_injection No additional info | {
"geo_location": "France",
"device_hash": "43592c8fc193d3a16b0fc7b9ed4d37b6",
"user_agent": "Opera/8.39.(X11; Linux x86_64; si-LK) Presto/2.9.189 Version/10.00",
"session_id": "968b8df8-84dc-4360-8fe4-343247e2b000",
"risk_score": 73.83,
"confidence": 0.51
} | null | null | null | null | null | No additional info | IoT device Thermostat command_injection No additional info | command_injection | null | null | null | null | null | null | null | Thermostat | iot-aae13a1b | 8.6 | null | null | null | null | null | null | null | null | null | null |
af133baa-dea7-44f8-b998-e4a2d1ef4f78 | 2025-01-17T18:12:59 | ids_alert | FireEye HX v4.5.0 | emergency | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|emergency| desc=FireEye HX Alert: XSS detected from 202.180.240.4 targeting N/A Zero-day exploit pattern detected | Obfuscated payload detected | {
"geo_location": "Aruba",
"device_hash": "c66f521abf40eac14794feb876435b07",
"user_agent": "Opera/8.10.(X11; Linux i686; oc-FR) Presto/2.9.170 Version/12.00",
"session_id": "6a9b0508-4227-4f95-9057-3f5d72121325",
"risk_score": 28.98,
"confidence": 0.5
} | 202.180.240.4 | N/A | XSS | SIG-5385 | Malware | Zero-day exploit pattern detected | Obfuscated payload detected | FireEye HX Alert: XSS detected from 202.180.240.4 targeting N/A Zero-day exploit pattern detected | Obfuscated payload detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a2b62c83-9f1f-4bfd-b272-17c83798367e | 2029-10-31T14:21:13 | auth | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|high| desc=Auth success for loribauer via SAML from 15.95.207.5 MITRE Technique: T1059.005 | {
"geo_location": "Nepal",
"device_hash": "d290e7bdc0939e0d30452e0452d6e35f",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_8 rv:5.0; ta-IN) AppleWebKit/534.26.2 (KHTML, like Gecko) Version/5.0 Safari/534.26.2",
"session_id": "874b320d-edad-4dd1-8bdd-7a02be988e8b",
"risk_score": 91.08,
"confidence": 0.17
} | 15.95.207.5 | null | null | null | null | MITRE Technique: T1059.005 | Auth success for loribauer via SAML from 15.95.207.5 MITRE Technique: T1059.005 | success | null | null | loribauer | null | null | null | {
"baseline_deviation": 2.42,
"entropy": 6.15,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | SAML | 6c:19:52:63:29:9c | null | null | null | null | null |
23944842-c3d8-44cb-bf1b-3edb5e12bb6d | 2025-04-21T01:46:24 | firewall | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|low| desc=Firewall drop NTP traffic from 46.147.52.25:264 to 102.207.162.111:54755 No additional info | {
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "1f566d7f6ce6c5ed9443a2c831ca94a1dd574327",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/535.28.5 (KHTML, like Gecko) Version/5.1 Safari/535.28.5",
"session_id": "b4b5d88b-cafc-4380-aabc-45a4c37153da",
"risk_score": 58.97,
"confidence": 0.65
} | 46.147.52.25 | 102.207.162.111 | null | null | null | No additional info | Firewall drop NTP traffic from 46.147.52.25:264 to 102.207.162.111:54755 No additional info | drop | 607,156 | NTP | null | null | null | null | null | null | null | null | 264 | 54,755 | 996 | null | null | null | null | null | null | null |
4585aa75-e4bf-4825-8bf4-f990ac0c3769 | 2025-04-08T07:45:55 | network | Elastic SIEM v8.9.0 | high | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|high| desc=Network protocol_anomaly from 50.61.246.67 to 10.218.38.225 DGA domain detected | {
"geo_location": "Mongolia",
"device_hash": "b534c11656ea3f7bf2a20c9d9df9d2d7733e065cb38e66c4b505385f34127378",
"user_agent": "Opera/8.34.(Windows NT 6.0; lt-LT) Presto/2.9.178 Version/11.00",
"session_id": "1658f05b-5b5a-4ea6-9d0e-5464b7090ffa",
"risk_score": 46.86,
"confidence": 0.03
} | 50.61.246.67 | 10.218.38.225 | null | null | null | DGA domain detected | Network protocol_anomaly from 50.61.246.67 to 10.218.38.225 DGA domain detected | protocol_anomaly | 577,027 | HTTPS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fe76ea79-b050-4f15-9d16-2e9226c8845e | 2025-05-04T08:26:13 | firewall | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop TCP traffic from 24.9.243.85:596 to 69.132.198.65:30392 No additional info | {
"geo_location": "Greece",
"device_hash": "0b0fc8003872cc465f8554d4b2159956fb23683b50e51bd805737f9f7e956780",
"user_agent": "Opera/8.29.(Windows NT 6.0; sk-SK) Presto/2.9.187 Version/10.00",
"session_id": "2d343c5e-1400-43a3-a4a5-98c98d4a686d",
"risk_score": 63.81,
"confidence": 0.87
} | 24.9.243.85 | 69.132.198.65 | null | null | null | No additional info | Firewall drop TCP traffic from 24.9.243.85:596 to 69.132.198.65:30392 No additional info | drop | 150,597 | TCP | null | null | null | null | null | null | null | null | 596 | 30,392 | 1,643 | null | null | null | null | null | null | null |
55699a9c-d46f-4cb9-86ca-bebc6ba5c660 | 2025-06-07T05:12:49 | endpoint | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint wmi_exec issue by qrobinson MITRE Technique: T1071.001 | {
"geo_location": "Iceland",
"device_hash": "bfd508c27a4122b021aedcf11f8e25abb3eed5e9",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; ky-KG; rv:1.9.1.20) Gecko/2208-12-25 13:37:49 Firefox/3.8",
"session_id": "0ebff02a-1e30-476b-9d1f-e9c1ef648d15",
"risk_score": 53.08,
"confidence": 0.39
} | null | null | null | null | null | MITRE Technique: T1071.001 | Endpoint wmi_exec issue by qrobinson MITRE Technique: T1071.001 | wmi_exec | null | null | qrobinson | issue | 4,961 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
eb059b8f-e695-4e0f-a3be-83f83aabe24a | 2025-03-10T13:51:46 | network | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|high| desc=Network disconnection from 167.98.135.57 to 11.145.102.64 No additional info noise=VG9uaWdodC4= | {
"geo_location": "Turkey",
"device_hash": "11805a687a95d17227f044610f2295b4c5b495f6",
"user_agent": "Opera/9.21.(X11; Linux i686; bho-IN) Presto/2.9.185 Version/10.00",
"session_id": "e14dd762-c58e-4c5e-81f4-297dcb2c04f5",
"risk_score": 65.19,
"confidence": 0.49
} | 167.98.135.57 | 11.145.102.64 | null | null | null | No additional info | Network disconnection from 167.98.135.57 to 11.145.102.64 No additional info | disconnection | 208,412 | UDP | null | null | null | null | {
"baseline_deviation": 1.14,
"entropy": 5.25,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
39c90a90-cbb5-4a1d-8b99-1c3688a32980 | 2025-06-17T02:19:27 | ai | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by blakebenjamin No additional info | {
"geo_location": "Turkey",
"device_hash": "ee3f288d6ab4b8605404528d9410ead7",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 5_1_1 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/35.0.838.0 Mobile/35M208 Safari/535.2",
"session_id": "7c6e8e9b-f781-478e-961e-b400eb63fe0a",
"risk_score": 70.04,
"confidence": 0.98
} | null | null | null | null | null | No additional info | AI system fine_tuning by blakebenjamin No additional info | fine_tuning | null | null | blakebenjamin | null | null | null | {
"baseline_deviation": 1.91,
"entropy": 2.24,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | model-78f3dafd | 4534048d1268907f01bcd59f1fb9cff4 | 0562fc44fd0cfd51838ac405921eae5b4ef1d66b55d2e6abbbba1467a5e78f70 | null | null |
0db6e308-f5b1-4081-bc32-3335645ccefb | 2025-02-20T14:22:43 | ai | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|info| desc=AI system model_inversion by gwalker No additional info | {
"geo_location": "Macao",
"device_hash": "c887d7a0a1144bb85e99c9ba3eb744d2c19594e6",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 6_1_6 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) CriOS/20.0.859.0 Mobile/59T804 Safari/536.1",
"session_id": "136a97ff-0f5f-482c-9195-ea261ecd4055",
"risk_score": 4.04,
"confidence": 0.43
} | null | null | null | null | null | No additional info | AI system model_inversion by gwalker No additional info | model_inversion | null | null | gwalker | null | null | null | null | null | null | null | null | null | null | null | null | model-ba9aa719 | 63739002df808f05ff1afdad33d4b74be734a927 | 8f5577882ca0e9f9d20ed07d890af913a2ffa0cc | null | null |
5a6a2510-f8e7-4651-9da8-28de5a263011 | 2025-03-20T10:23:42 | ids_alert | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|medium| desc=CrowdStrike Alert: Cloud API Abuse detected from 10.161.69.155 targeting 193.220.207.36 No additional info noise=1D98D3AE | {
"geo_location": "Cuba",
"device_hash": "cfd106935a9045ea4edb58034b75c69a308584c19b72de3b8e649a465a9cc110",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; de-BE) AppleWebKit/534.46.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6534.46.3",
"session_id": "34838167-847c-459c-80e4-068adc426f07",
"risk_score": 53.48,
"confidence": 0.71
} | 10.161.69.155 | 193.220.207.36 | Cloud API Abuse | SIG-1635 | Exploit | No additional info | CrowdStrike Alert: Cloud API Abuse detected from 10.161.69.155 targeting 193.220.207.36 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8efab738-0775-410a-991a-fc74cb1dbceb | 2025-07-01T04:27:23 | ids_alert | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|critical| desc=Elastic SIEM Alert: Domain Fronting detected from 27.143.255.92 targeting 10.197.102.243 Unconventional IOC: Power consumption spikes | {
"geo_location": "United States of America",
"device_hash": "a4432e88a0b56d562c85eb9322ab74a9edd2b2de",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/4.0)",
"session_id": "6bd7a99b-c49e-4e91-9948-20e26fd50b70",
"risk_score": 26.65,
"confidence": 0.41
} | 27.143.255.92 | 10.197.102.243 | Domain Fronting | SIG-7856 | Recon | Unconventional IOC: Power consumption spikes | Elastic SIEM Alert: Domain Fronting detected from 27.143.255.92 targeting 10.197.102.243 Unconventional IOC: Power consumption spikes | null | null | null | null | null | null | null | {
"baseline_deviation": 1.93,
"entropy": 3.85,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
14021478-cfff-452b-b2fb-76fd38963fe0 | 2025-03-23T21:20:58 | network | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|medium| desc=Network data_exfiltration from 179.253.235.55 to 133.120.119.194 No additional info | {
"geo_location": "Brazil",
"device_hash": "4dd9f9b8a59fe8d111aa5bffbca0ea4cdcf52ef5",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; be-BY) AppleWebKit/532.29.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B117 Safari/6532.29.4",
"session_id": "c8f030ff-a501-4ddf-bef1-f27d2db46e24",
"risk_score": 30.24,
"confidence": 0.29
} | 179.253.235.55 | 133.120.119.194 | null | null | null | No additional info | Network data_exfiltration from 179.253.235.55 to 133.120.119.194 No additional info | data_exfiltration | 515,071 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
69ecc760-ca3d-4945-b28e-56a1203d3d37 | 2025-04-20T22:35:51 | iot | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC unusual_activity No additional info noise=gas|down|huge | {
"geo_location": "Venezuela",
"device_hash": "b0cf8a666cf76739bb69e50bda2f0b34",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/531.12.2 (KHTML, like Gecko) Version/5.1 Safari/531.12.2",
"session_id": "3317f770-3ccf-41ab-b4bf-125b63bbc3db",
"risk_score": 26.03,
"confidence": 0.38
} | null | null | null | null | null | No additional info | IoT device HVAC unusual_activity No additional info | unusual_activity | null | null | null | null | null | null | null | HVAC | iot-6cc7fe81 | 6.5 | null | null | null | null | null | null | null | null | null | null |
df789809-4ddf-46c3-85c0-ce891821d1ae | 2025-02-16T03:32:45 | auth | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|low| desc=Auth bypass for cooperseth via OAuth from 172.187.133.239 MITRE Technique: T1574.002 | {
"geo_location": "Haiti",
"device_hash": "8ec93b45dcb81c51cff917143c7e283aee7433ed",
"user_agent": "Opera/9.18.(X11; Linux x86_64; cy-GB) Presto/2.9.164 Version/10.00",
"session_id": "a07699a9-c110-4b8d-a99a-fb1a34f02e87",
"risk_score": 0,
"confidence": 0.76
} | 172.187.133.239 | null | null | null | null | MITRE Technique: T1574.002 | Auth bypass for cooperseth via OAuth from 172.187.133.239 MITRE Technique: T1574.002 | bypass | null | null | cooperseth | null | null | null | null | null | null | null | null | null | null | OAuth | e5:21:dd:5a:c4:c1 | null | null | null | null | null |
191a8327-1e26-49ab-a7aa-7fa7e965fa93 | 2025-05-21T16:57:59 | firewall | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|info| desc=Firewall allow HTTP traffic from 86.244.10.49:62859 to 61.53.234.90:866 No additional info | {
"geo_location": "Albania",
"device_hash": "ba7253c1feec227719b900309e22ea953301b6b1c4e9391352ae915aa85a6d1d",
"user_agent": "Opera/9.69.(Windows NT 11.0; br-FR) Presto/2.9.174 Version/10.00",
"session_id": "5bd5a9fc-7de9-41a3-95e2-2c7e822e8785",
"risk_score": 61.11,
"confidence": 0.83
} | 86.244.10.49 | 61.53.234.90 | null | null | null | No additional info | Firewall allow HTTP traffic from 86.244.10.49:62859 to 61.53.234.90:866 No additional info | allow | 998,408 | HTTP | null | null | null | null | null | null | null | null | 62,859 | 866 | 2,243 | null | null | null | null | null | null | null |
9fd57e81-6d51-4a88-938e-e4425eb3e125 | 2025-02-04T13:31:23 | 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 73.196.63.109 to 10.124.229.99 No additional info noise=categories | {
"geo_location": "Germany",
"device_hash": "805146b9106a726081277c579f168057409d0727491d3603761d8db5a2037c25",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/4.0)",
"session_id": "6a2a88f9-2c41-4edb-b137-a242e8ee4225",
"risk_score": 42.72,
"confidence": 0.25
} | 73.196.63.109 | 10.124.229.99 | null | null | null | No additional info | Network data_exfiltration from 73.196.63.109 to 10.124.229.99 No additional info | data_exfiltration | 676,603 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
690de7b7-a269-4996-ad8a-d932c1cea805 | 2025-01-14T03:08:35 | iot | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat protocol_violation No additional info | {
"geo_location": "Taiwan",
"device_hash": "44ee7141da4386cf9920d4fb15851ef919148c6678eab2d9ceadd1afceb4077c",
"user_agent": "Mozilla/5.0 (Windows NT 5.0; eu-FR; rv:1.9.2.20) Gecko/9164-03-30 07:45:08 Firefox/3.6.18",
"session_id": "729fb86e-0cc6-4e69-bef3-28362adef594",
"risk_score": 42.89,
"confidence": 0.1
} | 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-add3c391 | 8.8 | null | null | null | null | null | null | null | null | null | null |
01cb1a82-91f3-4da2-b4da-8ad3a2b52165 | 2025-07-05T20:42:39 | auth | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|high| desc=Auth bypass for kimberly06 via SAML from 132.6.190.213 No additional info | {
"geo_location": "Comoros",
"device_hash": "b958725c199f59a2a5bac29d8d3460a3c90b5b5c558d0455f0ad06203d376539",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/4175-08-23 03:25:14 Firefox/3.8",
"session_id": "b2f65902-41bc-4d0a-93b0-57a9e72780fd",
"risk_score": 71.08,
"confidence": 0.07
} | 132.6.190.213 | null | null | null | null | No additional info | Auth bypass for kimberly06 via SAML from 132.6.190.213 No additional info | bypass | null | null | kimberly06 | null | null | null | null | null | null | null | null | null | null | SAML | c5:f5:32:99:4c:24 | null | null | null | null | null |
63dd61ff-fe55-42a3-ad10-8e8033e78b25 | 2025-03-07T02:49:34 | cloud | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud instance_creation in Alibaba by jennifersingleton Associated Threat Actor: APT35 | {
"geo_location": "Romania",
"device_hash": "bd623a8608e321f53a25a7665f0b1324",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/532.21.4 (KHTML, like Gecko) Version/5.0.5 Safari/532.21.4",
"session_id": "cc8f056d-8f32-4adc-afd6-2f84a4b8d0ca",
"risk_score": 44.06,
"confidence": 0.94
} | null | null | null | null | null | Associated Threat Actor: APT35 | Cloud instance_creation in Alibaba by jennifersingleton Associated Threat Actor: APT35 | instance_creation | null | null | jennifersingleton | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-d78eae1c |
ce28c4c8-7504-4409-97ea-49d6ce51459b | 2025-02-08T22:47:14 | network | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|high| desc=Network bandwidth_usage from 139.154.164.78 to 10.247.56.191 No additional info | {
"geo_location": "Romania",
"device_hash": "55bb87671551db4725b4ca81f530dde26a7825c2a9e2f202241b064018eab1b0",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; mhr-RU) AppleWebKit/535.20.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6535.20.1",
"session_id": "857d6165-a027-4419-81bd-fe8f320f0378",
"risk_score": 21.41,
"confidence": 0.88
} | 139.154.164.78 | 10.247.56.191 | null | null | null | No additional info | Network bandwidth_usage from 139.154.164.78 to 10.247.56.191 No additional info | bandwidth_usage | 903,456 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
60cdf73f-efad-4ff5-8b84-21aeb615852a | 2025-01-24T05:41:25 | endpoint | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_stop yet by bwilliams No additional info | {
"geo_location": "Syrian Arab Republic",
"device_hash": "2f5ab4c842992b51bfb3cf68421af0fcd79d207d90b338de38d693e21203285b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/4.0)",
"session_id": "9fa65d8d-d9a9-40cd-90a6-6cde884204e2",
"risk_score": 55.27,
"confidence": 0.37
} | null | null | null | null | null | No additional info | Endpoint process_stop yet by bwilliams No additional info | process_stop | null | null | bwilliams | yet | 6,418 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c11800c5-813f-4349-8931-ced15ae4008d | 2023-02-09T22:11:11 | iot | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat physical_tamper No additional info noise=8908EED1 | {
"geo_location": "Peru",
"device_hash": "5f7d8cd4f07c7086d34041bbb5d2dc595f8925e5",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 13_5_1 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) CriOS/33.0.829.0 Mobile/86R677 Safari/533.0",
"session_id": "b496d2e1-60cb-4260-9e62-b30cf287fbac",
"risk_score": 34.46,
"confidence": 0.28
} | null | null | null | null | null | No additional info | IoT device Thermostat physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Thermostat | iot-3148fc51 | 3.9 | null | null | null | null | null | null | null | null | null | null |
d08bfb51-2b47-4672-bd1d-7297fe6ea36f | 2025-06-18T23:10:28 | cloud | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in Azure by miavalencia No additional info | {
"geo_location": "North Korea",
"device_hash": "2af76cc59df9a541a6b0776bc66b854925e520dd72fd1184c37c2b1f69eedbb0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/3.0)",
"session_id": "4a055293-992c-46f4-b039-229faaa1cb6b",
"risk_score": 60.71,
"confidence": 0.06
} | null | null | null | null | null | No additional info | Cloud crypto_mining in Azure by miavalencia No additional info | crypto_mining | null | null | miavalencia | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-c8c2f7ec |
ef7e8d10-74ff-4217-8d30-e6514374f5a1 | 2025-04-02T20:28:58 | auth | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|high| desc=Auth timeout for gdeleon via SAML from 210.50.232.10 No additional info noise=159A4C2E | {
"geo_location": "Denmark",
"device_hash": "d11dac1a07f6ff88c3e2a24e45dee96baf1e4b74",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/15.0.818.0 Safari/534.1",
"session_id": "7a0eb027-9f04-42ed-b679-3ced7805f09a",
"risk_score": 60.63,
"confidence": 0.79
} | 210.50.232.10 | null | null | null | null | No additional info | Auth timeout for gdeleon via SAML from 210.50.232.10 No additional info | timeout | null | null | gdeleon | null | null | null | null | null | null | null | null | null | null | SAML | 85:90:c5:7c:68:d5 | null | null | null | null | null |
cba03f3e-cfff-40d6-b3d2-de56e6d84bd0 | 2025-01-29T17:56:54 | iot | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera command_injection MITRE Technique: T1566.001 | {
"geo_location": "Cape Verde",
"device_hash": "48a6947e23eaab651a3ba791210f1ee09381a305d609309c1d13f78e18d585c9",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 3_2_2 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) CriOS/36.0.859.0 Mobile/42D752 Safari/532.2",
"session_id": "e81534bd-a1db-413e-8e71-8cf24ba6f116",
"risk_score": 71.67,
"confidence": 0.38
} | null | null | null | null | null | MITRE Technique: T1566.001 | IoT device Camera command_injection MITRE Technique: T1566.001 | command_injection | null | null | null | null | null | null | null | Camera | iot-686d1122 | 3.4 | null | null | null | null | null | null | null | null | null | null |
1a69177c-b81e-421e-8dcb-65b22a7a3174 | 2025-02-10T21:25:40 | auth | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth locked for melissamahoney via biometric from 88.168.48.183 No additional info | {
"geo_location": "Macao",
"device_hash": "d66fa13d800deb4a06d0571a89a23bf5",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/15.0.850.0 Safari/535.1",
"session_id": "c5bc167c-f276-4454-bc2f-58319e768442",
"risk_score": 76.42,
"confidence": 0.8
} | 88.168.48.183 | null | null | null | null | No additional info | Auth locked for melissamahoney via biometric from 88.168.48.183 No additional info | locked | null | null | melissamahoney | null | null | null | {
"baseline_deviation": 0.85,
"entropy": 6.58,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | biometric | 07:86:28:2c:fc:5d | null | null | null | null | null |
81010b14-4e86-4008-b05d-fef89d886514 | 2025-02-17T05:14:14 | ids_alert | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|medium| desc=OSSEC Alert: DDoS detected from 37.16.103.119 targeting 44.8.125.220 MITRE Technique: T1204.002 noise=main/explore | {
"geo_location": "Iraq",
"device_hash": "6e5f0c2e31a5a15eb5ab75c98f6ec865",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/531.40.1 (KHTML, like Gecko) Version/5.0.2 Safari/531.40.1",
"session_id": "3899bedd-fa16-4da1-a750-3ff9988fb95a",
"risk_score": 39.34,
"confidence": 0.69
} | 37.16.103.119 | 44.8.125.220 | DDoS | SIG-6323 | Exploit | MITRE Technique: T1204.002 | OSSEC Alert: DDoS detected from 37.16.103.119 targeting 44.8.125.220 MITRE Technique: T1204.002 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5e397149-4bb5-41b0-aae9-d647092a0a2c | 2025-03-26T15:22:01 | auth | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|high| desc=Auth bypass for arielturner via OAuth from 50.34.1.254 No additional info | {
"geo_location": "Gambia",
"device_hash": "fb89cc5a6e84aeb533b86f00281ed337",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/5.0)",
"session_id": "11409a9c-2a4c-484c-a416-cf5550d9a747",
"risk_score": 68.83,
"confidence": 0.09
} | 50.34.1.254 | null | null | null | null | No additional info | Auth bypass for arielturner via OAuth from 50.34.1.254 No additional info | bypass | null | null | arielturner | null | null | null | null | null | null | null | null | null | null | OAuth | 37:cf:17:d1:67:3d | null | null | null | null | null |
587c190a-bb87-4aa2-a7a4-befca4f58bbf | 2029-10-26T11:44:24 | network | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|low| desc=Network connection from 121.126.206.202 to 20.172.183.38 No additional info | {
"geo_location": "Sierra Leone",
"device_hash": "772b140238c98010247642b56a1efee5",
"user_agent": "Mozilla/5.0 (Android 4.4.4; Mobile; rv:43.0) Gecko/43.0 Firefox/43.0",
"session_id": "fe9fa80a-1341-4358-81d8-42e1d7e71298",
"risk_score": 71.36,
"confidence": 0.75
} | 121.126.206.202 | 20.172.183.38 | null | null | null | No additional info | Network connection from 121.126.206.202 to 20.172.183.38 No additional info | connection | 35,445 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1eb4cb89-ef0f-49ca-ae01-db2eb24bfbf8 | 2025-03-25T06:53:19 | endpoint | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|critical| desc=Endpoint service_install sell by danielholt No additional info noise=QWdhaW4u | {
"geo_location": "Tanzania",
"device_hash": "c1505e1d82f1e3d07425acbfaf9fd035",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/534.9.2 (KHTML, like Gecko) Version/4.1 Safari/534.9.2",
"session_id": "72d6ab3f-b112-409e-8f59-754a0556f47f",
"risk_score": 59.16,
"confidence": 0.72
} | null | null | null | null | null | No additional info | Endpoint service_install sell by danielholt No additional info | service_install | null | null | danielholt | sell | 9,776 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7c20b1df-cfde-4ce4-83f1-10de250ddd30 | 2025-04-12T18:10:32 | iot | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|critical| desc=IoT device Medical command_injection No additional info noise=3517CF16 | {
"geo_location": "Jamaica",
"device_hash": "b98352efd0dacc46c36cfe6249d55104a324c494508c423b581d91ff0fcbd761",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/57.0.811.0 Safari/536.2",
"session_id": "8c4bb680-1776-4d20-8236-5bcb39f05a54",
"risk_score": 52.58,
"confidence": 0.05
} | null | null | null | null | null | No additional info | IoT device Medical command_injection No additional info | command_injection | null | null | null | null | null | null | {
"baseline_deviation": 2.52,
"entropy": 7.51,
"frequency_anomaly": true,
"sequence_anomaly": false
} | Medical | iot-1727cabd | 7.7 | null | null | null | null | null | null | null | null | null | null |
6ea83f42-11ce-4727-b7a0-7b374cb437bc | 2025-04-23T04:10:33 | ids_alert | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|low| desc=OSSEC Alert: Brute Force detected from 76.61.50.249 targeting 147.219.135.179 No additional info | {
"geo_location": "Argentina",
"device_hash": "945137e10ec089e0893247126081dc13",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_6) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/26.0.863.0 Safari/533.1",
"session_id": "42b823a0-a806-4a00-925a-6b36ea85548e",
"risk_score": 60.46,
"confidence": 0.21
} | 76.61.50.249 | 147.219.135.179 | Brute Force | SIG-6840 | Evasion | No additional info | OSSEC Alert: Brute Force detected from 76.61.50.249 targeting 147.219.135.179 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a002aff4-cb8f-4591-9486-cb29a4a2ec69 | 2025-03-21T09:48:37 | 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: Port Scan detected from 203.29.50.104 targeting 158.121.24.146 No additional info | {
"geo_location": "Netherlands Antilles",
"device_hash": "f5dbee8759842c54c5d88a8b15a91f2dd0ea76f3d92498b14d6c713f0e97f035",
"user_agent": "Opera/8.35.(X11; Linux x86_64; dv-MV) Presto/2.9.185 Version/11.00",
"session_id": "e1a13615-9ba2-4a43-b13a-0bcd79b55d47",
"risk_score": 100,
"confidence": 0.77
} | 203.29.50.104 | 158.121.24.146 | Port Scan | SIG-5980 | Malware | No additional info | Palo Alto Cortex Alert: Port Scan detected from 203.29.50.104 targeting 158.121.24.146 No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 0.9,
"entropy": 6.31,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
bb722732-5ddd-4689-8ff6-4d0da85d20e3 | 2025-04-13T08:50:59 | auth | Carbon Black v7.8.0 | high | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|high| desc=Auth locked for swood via password from 10.6.194.96 MITRE Technique: T1204.002 | {
"geo_location": "North Korea",
"device_hash": "37aef99c992bce7c285e4f3f78e6ebf9784ba2eb",
"user_agent": "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/36.0.864.0 Safari/534.1",
"session_id": "37b45e60-38ed-43b8-b145-27c83829345c",
"risk_score": 7.79,
"confidence": 0.01
} | 10.6.194.96 | null | null | null | null | MITRE Technique: T1204.002 | Auth locked for swood via password from 10.6.194.96 MITRE Technique: T1204.002 | locked | null | null | swood | null | null | null | null | null | null | null | null | null | null | password | 97:40:ff:5c:ae:d1 | null | null | null | null | null |
17a7ea63-569f-4226-846f-8fb826a6d9d5 | 2025-07-07T21:05:10 | endpoint | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_start sort by jenna47 No additional info noise=list/posts/wp-content | {
"geo_location": "French Guiana",
"device_hash": "9bb854231d9f959eef12db51e5484531",
"user_agent": "Opera/8.98.(Windows NT 10.0; fur-IT) Presto/2.9.184 Version/12.00",
"session_id": "a690e73e-115b-49b0-a02b-fb50e9751aba",
"risk_score": 70.2,
"confidence": 0.19
} | null | null | null | null | null | No additional info | Endpoint process_start sort by jenna47 No additional info | process_start | null | null | jenna47 | sort | 7,340 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
21d217ce-fedc-4422-8e8f-418324056453 | 2025-02-02T23:36:45 | cloud | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud storage_access in Azure by laura74 MITRE Technique: T1574.002 | Unconventional IOC: ACPI table modifications | {
"geo_location": "Belgium",
"device_hash": "4cf5671beac320655406029845f8854935521faf",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_4 rv:5.0; pl-PL) AppleWebKit/533.13.2 (KHTML, like Gecko) Version/4.0.4 Safari/533.13.2",
"session_id": "028bae97-3d87-4395-9744-25c64a541520",
"risk_score": 54.51,
"confidence": 0.64
} | null | null | null | null | null | MITRE Technique: T1574.002 | Unconventional IOC: ACPI table modifications | Cloud storage_access in Azure by laura74 MITRE Technique: T1574.002 | Unconventional IOC: ACPI table modifications | storage_access | null | null | laura74 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-027baace |
be0336c4-c888-45cf-93ae-46918f3ae73c | 2025-05-19T15:25:02 | firewall | Splunk v9.0.2 | info | CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|info| desc=Firewall deny SMB traffic from 34.184.63.220:788 to 205.200.228.114:594 No additional info | {
"geo_location": "Serbia",
"device_hash": "b0708d761b9712ceca5510db7a003cb1abf695a887b82ddf5eaa21d4b478e689",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2.2) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/57.0.814.0 Safari/532.2",
"session_id": "d2a66ab1-8200-4d73-ad75-461e55d64247",
"risk_score": 32.76,
"confidence": 0.32
} | 34.184.63.220 | 205.200.228.114 | null | null | null | No additional info | Firewall deny SMB traffic from 34.184.63.220:788 to 205.200.228.114:594 No additional info | deny | 580,654 | SMB | null | null | null | null | null | null | null | null | 788 | 594 | 2,998 | null | null | null | null | null | null | null |
80af9f54-32a2-4ea8-903a-c96f7e39192b | 2025-04-05T07:45:24 | cloud | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud shadow_it in AWS by qgeorge No additional info | {
"geo_location": "Solomon Islands",
"device_hash": "a589454120c2347e239baedf4b582a26",
"user_agent": "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/28.0.805.0 Safari/536.1",
"session_id": "13660199-97a2-4b5e-9c2f-9c24d7595863",
"risk_score": 65.37,
"confidence": 0.31
} | null | null | null | null | null | No additional info | Cloud shadow_it in AWS by qgeorge No additional info | shadow_it | null | null | qgeorge | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-33f5954f |
8288b7c4-1f2b-464c-a17e-f3ac2f8553d5 | 2025-03-24T16:49:32 | endpoint | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|low| desc=Endpoint driver_load /should/however.txt by kurtroberts MITRE Technique: T1059.005 | Associated Threat Actor: Inception Framework | {
"geo_location": "Guadeloupe",
"device_hash": "0be19a3e14f34f312bfeac7618d0d10ca2bb8178",
"user_agent": "Opera/9.92.(Windows NT 5.0; kok-IN) Presto/2.9.189 Version/10.00",
"session_id": "fcc7d1fd-b2f3-414f-8892-e8d86d866e29",
"risk_score": 60.36,
"confidence": 0.2
} | null | null | null | null | null | MITRE Technique: T1059.005 | Associated Threat Actor: Inception Framework | Endpoint driver_load /should/however.txt by kurtroberts MITRE Technique: T1059.005 | Associated Threat Actor: Inception Framework | driver_load | null | null | kurtroberts | /should/however.txt | 7,171 | explorer.exe | {
"baseline_deviation": 0.83,
"entropy": 6.12,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
7a647642-35ee-4341-8c24-0ba953d6eb33 | 2025-03-26T08:56:29 | endpoint | Wazuh v4.5.0 | critical | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load image by ortizian MITRE Technique: T1110.003 | {
"geo_location": "Russia",
"device_hash": "1404a53d72829581b38eb202a9cc9ffc",
"user_agent": "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/57.0.850.0 Safari/531.2",
"session_id": "c98c2076-81a4-485b-8314-4423097a8efd",
"risk_score": 60.11,
"confidence": 0.11
} | null | null | null | null | null | MITRE Technique: T1110.003 | Endpoint driver_load image by ortizian MITRE Technique: T1110.003 | driver_load | null | null | ortizian | image | 8,644 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5cc78d42-e609-46d8-8663-6f0d6d0b68e0 | 2025-07-11T09:43:02 | ai | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by gonzaleskayla No additional info | {
"geo_location": "French Southern Territories",
"device_hash": "dcef1d43759b255ae72cceae8621d0b1dda3354b29040d01f9195950b635f286",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/5.1)",
"session_id": "8947d283-58a3-4f2f-83d0-c0b7a2bfb6e9",
"risk_score": 37.96,
"confidence": 0.78
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by gonzaleskayla No additional info | training_data_poisoning | null | null | gonzaleskayla | null | null | null | null | null | null | null | null | null | null | null | null | model-c60f70a9 | e1754655e8ccf38877351185eaed5138da30dbb5 | 13514e737c469d21fbb61228541f9b861f82ea1e | null | null |
dd40f482-b3cc-4d87-afd9-70109dde55f2 | 2025-07-10T02:17:45 | auth | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for achavez via biometric from 163.48.105.211 MITRE Technique: T1218.011 | {
"geo_location": "Mozambique",
"device_hash": "163236e551db2b651019a50a6aa05748",
"user_agent": "Opera/8.79.(Windows NT 6.2; nso-ZA) Presto/2.9.185 Version/11.00",
"session_id": "ced12f17-c961-4497-ab0a-d57e831b7415",
"risk_score": 80.04,
"confidence": 0.2
} | 163.48.105.211 | null | null | null | null | MITRE Technique: T1218.011 | Auth challenge for achavez via biometric from 163.48.105.211 MITRE Technique: T1218.011 | challenge | null | null | achavez | null | null | null | null | null | null | null | null | null | null | biometric | ab:05:74:50:f1:19 | null | null | null | null | null |
8f6d2c50-19d1-4c00-be48-49dea2b449bb | 2025-01-17T14:31:43 | firewall | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|low| desc=Firewall allow ICMP traffic from 147.63.189.58:174 to 98.122.254.32:46373 No additional info | {
"geo_location": "Burundi",
"device_hash": "3fbe182ae193ac16f764ad502afcface",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; ig-NG) AppleWebKit/531.18.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B111 Safari/6531.18.3",
"session_id": "c9d2734e-c5f9-418c-9978-a555f51ba4a0",
"risk_score": 25.49,
"confidence": 0.49
} | 147.63.189.58 | 98.122.254.32 | null | null | null | No additional info | Firewall allow ICMP traffic from 147.63.189.58:174 to 98.122.254.32:46373 No additional info | allow | 717,090 | ICMP | null | null | null | null | null | null | null | null | 174 | 46,373 | 341 | null | null | null | null | null | null | null |
957d6685-12b2-47b5-b4ec-f59d2b5ce303 | 2025-06-16T13:54:30 | firewall | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only HTTP traffic from 10.218.49.189:581 to 132.146.142.250:528 MITRE Technique: T1543.003 | {
"geo_location": "Mongolia",
"device_hash": "c204750f0a4945677da91c04f08708f6",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; yue-HK) AppleWebKit/532.16.2 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6532.16.2",
"session_id": "9ee4bfca-38c2-4156-b6b8-32b0066d9e50",
"risk_score": 68.93,
"confidence": 0.66
} | 10.218.49.189 | 132.146.142.250 | null | null | null | MITRE Technique: T1543.003 | Firewall log-only HTTP traffic from 10.218.49.189:581 to 132.146.142.250:528 MITRE Technique: T1543.003 | log-only | 304,195 | HTTP | null | null | null | null | null | null | null | null | 581 | 528 | 840 | null | null | null | null | null | null | null |
199b7487-305a-4a9d-8f35-45f5b78b1285 | 2025-02-21T21:19:39 | ids_alert | Zeek v5.0.0 | emergency | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Zeek Alert: Credential Stuffing detected from 6.136.81.37 targeting 175.237.130.10 MITRE Technique: T1543.003 noise=search/category/category | {
"geo_location": "China",
"device_hash": "fbff7fde7ea4714e725dd57b1246c8f6",
"user_agent": "Mozilla/5.0 (Linux; Android 8.0.0) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/38.0.810.0 Safari/535.2",
"session_id": "ef939d27-0465-4e67-b7d5-5087b563dca7",
"risk_score": 57.9,
"confidence": 0.37
} | 6.136.81.37 | 175.237.130.10 | Credential Stuffing | SIG-8621 | Evasion | MITRE Technique: T1543.003 | Zeek Alert: Credential Stuffing detected from 6.136.81.37 targeting 175.237.130.10 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 |
c3145c68-3e19-425a-bc69-c5c2f80a5135 | 2025-04-24T11:20:12 | endpoint | AlienVault v5.7.0 | critical | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint service_install /again/knowledge.json by ocompton MITRE Technique: T1204.002 | {
"geo_location": "Bahamas",
"device_hash": "5b13e3bbd040ad8a5742c00329114de3160712947f83d80df777cde34eb08124",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_0) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/35.0.850.0 Safari/535.1",
"session_id": "b1c98457-c367-44b3-8208-af57fb685af2",
"risk_score": 20.36,
"confidence": 0.35
} | null | null | null | null | null | MITRE Technique: T1204.002 | Endpoint service_install /again/knowledge.json by ocompton MITRE Technique: T1204.002 | service_install | null | null | ocompton | /again/knowledge.json | 7,056 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
02cc1ac7-7fb7-487f-9788-cd5c48c372f5 | 2025-02-19T19:24:22 | auth | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|low| desc=Auth locked for danielstevens via MFA from 41.247.29.114 No additional info noise=V2luZG93Lg== | {
"geo_location": "Madagascar",
"device_hash": "7aece1e7d67bac368e21eeba9da8494581bcd995fdb3f6586a0a6f3caf8f5f89",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Trident/5.0)",
"session_id": "fdf7cfcb-6458-4f68-bf96-c0c63ef0d93f",
"risk_score": 37.97,
"confidence": 0.03
} | 41.247.29.114 | null | null | null | null | No additional info | Auth locked for danielstevens via MFA from 41.247.29.114 No additional info | locked | null | null | danielstevens | null | null | null | null | null | null | null | null | null | null | MFA | 54:6b:49:1c:53:c0 | null | null | null | null | null |
ad57697f-1d8a-497c-a717-7e083dc3c484 | 2025-05-05T23:36:15 | cloud | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in Azure by aliciamalone No additional info | {
"geo_location": "Vietnam",
"device_hash": "da09b4834e3917aa7b00c5d74667d9fa079d7f28",
"user_agent": "Opera/8.55.(X11; Linux x86_64; ro-RO) Presto/2.9.171 Version/12.00",
"session_id": "5d0d6689-9d0e-4542-928f-ca890905a55e",
"risk_score": 26.93,
"confidence": 0.43
} | null | null | null | null | null | No additional info | Cloud api_abuse in Azure by aliciamalone No additional info | api_abuse | null | null | aliciamalone | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-49269b0f |
b766f19e-e2f0-4abb-8ca2-38b218b8ed4c | 2025-07-07T03:29:49 | ai | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|high| desc=AI system training_data_poisoning by christianlarson No additional info noise=4363D944 | {
"geo_location": "New Zealand",
"device_hash": "dc2a09ec4880d69773a2c479848fd51f",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 8_4_1 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/17.8e1964.0 Mobile/27Y935 Safari/534.2",
"session_id": "939a2a0f-6221-478b-bead-4425346210ec",
"risk_score": 39.82,
"confidence": 0.7
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by christianlarson No additional info | training_data_poisoning | null | null | christianlarson | null | null | null | null | null | null | null | null | null | null | null | null | model-2cea23a9 | a3769343f5138e35ebdb6819deb40062a674c71c2ec015f27b9c52fc02fbc778 | 3f82e496dc5f7c699c2bfb47e640ecb70dedbfc9d0672a90c3a8489b583a68d1 | null | null |
fb761091-2fc5-40c7-8c1c-eb28cf17b3ab | 2025-05-30T05:31:13 | iot | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor firmware_update Unconventional IOC: CPU microcode changes | {
"geo_location": "Namibia",
"device_hash": "d5e2561bedec8ca7afc051fe3f486d451fca103c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; km-KH) AppleWebKit/531.33.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6531.33.6",
"session_id": "155e489d-ad12-4727-9c10-fde35524f17b",
"risk_score": 55.83,
"confidence": 0.43
} | null | null | null | null | null | Unconventional IOC: CPU microcode changes | IoT device Sensor firmware_update Unconventional IOC: CPU microcode changes | firmware_update | null | null | null | null | null | null | null | Sensor | iot-4cc2437c | 6.7 | null | null | null | null | null | null | null | null | null | null |
58422664-6862-429f-aca8-1481cdc430cd | 2025-01-14T16:46:30 | auth | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|high| desc=Auth failed for frankolson via key from 110.117.132.228 No additional info noise=wp-content/posts | {
"geo_location": "Jamaica",
"device_hash": "bbffb47d45af231beb8f8b69137538af5ac800a8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/4.1)",
"session_id": "bc6607f3-686d-45c8-a12f-3d1097719a10",
"risk_score": 34.38,
"confidence": 0.11
} | 110.117.132.228 | null | null | null | null | No additional info | Auth failed for frankolson via key from 110.117.132.228 No additional info | failed | null | null | frankolson | null | null | null | null | null | null | null | null | null | null | key | 29:8e:63:64:0d:ee | null | null | null | null | null |
43324c7c-ebb9-45c6-9032-a7402c3f6486 | 2025-06-19T18:06:05 | endpoint | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_start /shoulder/listen.txt by pamela65 MITRE Technique: T1059.005 | {
"geo_location": "Mozambique",
"device_hash": "bbeeca28648f5c96f56ad9fcd11cb2f90f69dc99945b91d9598c60eaca3e42a3",
"user_agent": "Opera/9.13.(Windows NT 5.0; mag-IN) Presto/2.9.170 Version/10.00",
"session_id": "96671a61-47e2-4aad-9a5e-c52cfaaff420",
"risk_score": 79.68,
"confidence": 0.15
} | null | null | null | null | null | MITRE Technique: T1059.005 | Endpoint process_start /shoulder/listen.txt by pamela65 MITRE Technique: T1059.005 | process_start | null | null | pamela65 | /shoulder/listen.txt | 9,643 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7a851caa-27c8-4280-b6d0-5f27d20e09d3 | 2025-04-24T05:16:32 | firewall | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall inspect ICMP traffic from 174.100.12.45:931 to 200.245.85.185:985 No additional info | {
"geo_location": "New Zealand",
"device_hash": "2e27518a7e450339f7659a5f28c40e980ef6dcd8d70d07cad2be7cde70ea188b",
"user_agent": "Opera/9.89.(Windows NT 10.0; az-IN) Presto/2.9.169 Version/12.00",
"session_id": "389c697a-9049-4c9b-8911-af3192604a5e",
"risk_score": 31.26,
"confidence": 0.01
} | 174.100.12.45 | 200.245.85.185 | null | null | null | No additional info | Firewall inspect ICMP traffic from 174.100.12.45:931 to 200.245.85.185:985 No additional info | inspect | 801,525 | ICMP | null | null | null | null | null | null | null | null | 931 | 985 | 3,593 | null | null | null | null | null | null | null |
9397fc90-fec4-4e4d-86ed-edada36fedf0 | 2025-05-11T11:31:43 | ai | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by roger13 MITRE Technique: T1566.001 | {
"geo_location": "Russian Federation",
"device_hash": "eff6c2404b941ac5188461b4f3d7afb4",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/21.0.808.0 Safari/536.2",
"session_id": "327c36f2-d6f8-4613-b7d9-1568706d5ac4",
"risk_score": 4.11,
"confidence": 0.67
} | null | null | null | null | null | MITRE Technique: T1566.001 | AI system prompt_injection by roger13 MITRE Technique: T1566.001 | prompt_injection | null | null | roger13 | null | null | null | null | null | null | null | null | null | null | null | null | model-90971201 | 68de85a56a43f6720a71175dc75098d2 | dd29715d1d61620c08e0180b6068972bd01e40f3 | null | null |
b8ca00cb-431a-4c57-b06e-a54a7b366c7e | 2025-07-07T21:35:08 | ai | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by parkerrobert Associated Threat Actor: APT41 | {
"geo_location": "Hungary",
"device_hash": "95b8f8976ee9018189df46a3d4691c82",
"user_agent": "Mozilla/5.0 (Linux; Android 3.1) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/25.0.825.0 Safari/535.2",
"session_id": "ef10a11c-77f9-4a49-959b-ba2f7f8cf40d",
"risk_score": 16.5,
"confidence": 0.62
} | null | null | null | null | null | Associated Threat Actor: APT41 | AI system prompt_injection by parkerrobert Associated Threat Actor: APT41 | prompt_injection | null | null | parkerrobert | null | null | null | {
"baseline_deviation": 1.21,
"entropy": 6.9,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | model-3151286c | b918f3d1773863eb1335ee242bb7ea2c9e558e68aaf723379b1f78f321cbbeca | fd1c84f80a98e8496686bc09a3a1c611419f5ae6b2f4113e1125aa2ea231673e | null | null |
1202080a-9f9c-4ca9-8233-ed4027622060 | 2025-06-07T15:43:46 | ids_alert | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|low| desc=Darktrace Alert: DDoS detected from 48.245.168.49 targeting 32.117.149.2 No additional info | {
"geo_location": "Netherlands",
"device_hash": "8463a4dc68cfa8a265504de18a7ab8e080d944b2351ec19fdf33e1b539f4583e",
"user_agent": "Mozilla/5.0 (Windows CE; lg-UG; rv:1.9.2.20) Gecko/6466-12-16 17:57:56 Firefox/3.6.9",
"session_id": "85f67dac-8504-4222-9782-fb2cf8d4629a",
"risk_score": 26.54,
"confidence": 0.54
} | 48.245.168.49 | 32.117.149.2 | DDoS | SIG-6005 | Exploit | No additional info | Darktrace Alert: DDoS detected from 48.245.168.49 targeting 32.117.149.2 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0890cf14-fe45-4de3-b350-b6375fdb31a0 | 2025-06-26T17:23:20 | firewall | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|low| desc=Firewall deny NTP traffic from 141.103.133.238:46 to 204.243.230.133:841 No additional info | {
"geo_location": "Madagascar",
"device_hash": "56c75b2b6e29216ac5ee7f47f122a2138518d8dbab524e3a0c795b572fccf8b1",
"user_agent": "Opera/9.89.(X11; Linux i686; zu-ZA) Presto/2.9.160 Version/11.00",
"session_id": "f6d59112-8e21-42a1-8cf3-de30b165d699",
"risk_score": 22.75,
"confidence": 0.34
} | 141.103.133.238 | 204.243.230.133 | null | null | null | No additional info | Firewall deny NTP traffic from 141.103.133.238:46 to 204.243.230.133:841 No additional info | deny | 248,683 | NTP | null | null | null | null | null | null | null | null | 46 | 841 | 375 | null | null | null | null | null | null | null |
a681508b-be6e-4901-982a-d9d197d80768 | 2025-06-17T11:19:36 | auth | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|medium| desc=Auth success for kennethbauer via passwordless from 6.53.234.14 No additional info | {
"geo_location": "Myanmar",
"device_hash": "fc2b386c9df290c0bdd63e019418b88e643e7d1f89c2f57cae8ce87cee54e4b1",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/53.0.875.0 Safari/531.0",
"session_id": "b5de0a83-6400-44f9-8eb2-b0c2dad991db",
"risk_score": 61.7,
"confidence": 0.99
} | 6.53.234.14 | null | null | null | null | No additional info | Auth success for kennethbauer via passwordless from 6.53.234.14 No additional info | success | null | null | kennethbauer | null | null | null | null | null | null | null | null | null | null | passwordless | 50:9e:25:57:69:44 | null | null | null | null | null |
e592f7bf-cca9-4735-a1d7-689f9e2f81d3 | 2025-04-08T06:52:24 | iot | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat battery_drain No additional info | {
"geo_location": "Western Sahara",
"device_hash": "02f20c64cce1e6c886b4974b0a7135c75f57d1249fdfa143608c7a400ebd3d63",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 4_3_5 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) CriOS/61.0.861.0 Mobile/96K593 Safari/536.0",
"session_id": "1c2ce08c-d4d7-482c-a06f-de0167093ce6",
"risk_score": 30.85,
"confidence": 0.24
} | null | null | null | null | null | No additional info | IoT device Thermostat battery_drain No additional info | battery_drain | null | null | null | null | null | null | null | Thermostat | iot-1c16fc16 | 8.5 | null | null | null | null | null | null | null | null | null | null |
a925f550-2e12-4bd8-9822-93d12f779b4d | 2025-05-12T03:13:03 | ids_alert | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|high| desc=QRadar Alert: Living-off-the-Land detected from 175.237.51.20 targeting 115.18.62.103 No additional info | {
"geo_location": "Hungary",
"device_hash": "40b137308bae2a24d6dcc57332e1c925780f219a",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_6; rv:1.9.5.20) Gecko/3900-09-29 01:13:37 Firefox/12.0",
"session_id": "85c2c5be-bc7e-41e9-8a90-4a4c9b259eda",
"risk_score": 62.29,
"confidence": 0.37
} | 175.237.51.20 | 115.18.62.103 | Living-off-the-Land | SIG-1921 | Malware | No additional info | QRadar Alert: Living-off-the-Land detected from 175.237.51.20 targeting 115.18.62.103 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
feee3d88-4ce4-4dc1-b0c5-a0ba7281c05f | 2028-07-17T06:23:27 | firewall | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall quarantine SSH traffic from 10.233.84.60:59458 to 209.83.144.111:6182 No additional info | {
"geo_location": "Wallis and Futuna",
"device_hash": "01d68f451614ee651aec8e66908bc2d8be0131a93d43a316b4e898f92dc5cde9",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/533.23.6 (KHTML, like Gecko) Version/4.0.2 Safari/533.23.6",
"session_id": "33217e1a-2192-4f7e-86a9-e4b210ef7472",
"risk_score": 58.91,
"confidence": 0.92
} | 10.233.84.60 | 209.83.144.111 | null | null | null | No additional info | Firewall quarantine SSH traffic from 10.233.84.60:59458 to 209.83.144.111:6182 No additional info | quarantine | 626,984 | SSH | null | null | null | null | null | null | null | null | 59,458 | 6,182 | 1,799 | null | null | null | null | null | null | null |
0eaee91e-02f8-487a-a5a5-afb9abb3aad3 | 2025-03-17T21:15:35 | firewall | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall allow RDP traffic from 13.50.84.106:703 to 27.6.227.4:605 No additional info noise=U2V2ZW4u | {
"geo_location": "Saint Martin",
"device_hash": "8c6420ab34e1d96e411c043e8282640c099d3ca5",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_2 rv:6.0; nhn-MX) AppleWebKit/535.13.5 (KHTML, like Gecko) Version/4.0.2 Safari/535.13.5",
"session_id": "60ea57a6-bcd0-42aa-add3-3203b9192b5c",
"risk_score": 54.99,
"confidence": 0.14
} | 13.50.84.106 | 27.6.227.4 | null | null | null | No additional info | Firewall allow RDP traffic from 13.50.84.106:703 to 27.6.227.4:605 No additional info | allow | 33,327 | RDP | null | null | null | null | null | null | null | null | 703 | 605 | 3,232 | null | null | null | null | null | null | null |
41c78ab6-73f5-4222-a0ac-b52c0833488e | 2025-03-23T19:00:33 | iot | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat firmware_update No additional info | {
"geo_location": "Dominica",
"device_hash": "5679e1b7e20cafad785888a6a7423ea0",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/534.50.7 (KHTML, like Gecko) Version/5.1 Safari/534.50.7",
"session_id": "c027b526-f93a-4909-b5bf-e113a8533573",
"risk_score": 31.06,
"confidence": 0.83
} | 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-7f963936 | 2.8 | null | null | null | null | null | null | null | null | null | null |
c2cbba59-c46c-4b87-aaff-7c0506411aec | 2025-04-14T00:52:46 | iot | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat unusual_activity MITRE Technique: T1071.001 noise=UmVhbGx5Lg== | {
"geo_location": "Saint Kitts and Nevis",
"device_hash": "529b03131f434806f292d6916e0792667dac9c0a98a8088a4d88f2a43449827e",
"user_agent": "Opera/8.93.(X11; Linux i686; yo-NG) Presto/2.9.180 Version/10.00",
"session_id": "2c3d6155-1b26-4fa0-9497-7fe5b1f3f71e",
"risk_score": 47.78,
"confidence": 0.91
} | null | null | null | null | null | MITRE Technique: T1071.001 | IoT device Thermostat unusual_activity MITRE Technique: T1071.001 | unusual_activity | null | null | null | null | null | null | null | Thermostat | iot-cc070b36 | 7.0 | null | null | null | null | null | null | null | null | null | null |
5e33c587-ce40-4ec9-946d-00974bd8afc1 | 2025-02-01T18:59:19 | cloud | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|info| desc=Cloud permission_escalation in OCI by mitchellanthony MITRE Technique: T1110.003 | {
"geo_location": "Saudi Arabia",
"device_hash": "d3762760cdea000712e71e8f68b5f04a",
"user_agent": "Mozilla/5.0 (Windows 95; shs-CA; rv:1.9.2.20) Gecko/8254-04-06 10:02:30 Firefox/13.0",
"session_id": "91417782-0308-411f-b3a5-8e77b5c58ad5",
"risk_score": 48.39,
"confidence": 0.77
} | null | null | null | null | null | MITRE Technique: T1110.003 | Cloud permission_escalation in OCI by mitchellanthony MITRE Technique: T1110.003 | permission_escalation | null | null | mitchellanthony | null | null | null | {
"baseline_deviation": 0.54,
"entropy": 3.01,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | OCI | res-0e44750b |
d2fb5852-699c-4f38-931a-ed9b6d760da0 | 2025-06-01T09:07:03 | endpoint | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint persistence_mechanism toward by hawkinssherri MITRE Technique: T1134.001 | {
"geo_location": "Hong Kong",
"device_hash": "8feb0f07c9811518c1b033ac9ef6f0b53d3a50dc98c4a63d6519cf3f91ab535b",
"user_agent": "Opera/9.30.(Windows 95; ug-CN) Presto/2.9.177 Version/10.00",
"session_id": "a4d95ee2-64a9-4ac5-848e-e8b4c08e9941",
"risk_score": 60.14,
"confidence": 0.92
} | null | null | null | null | null | MITRE Technique: T1134.001 | Endpoint persistence_mechanism toward by hawkinssherri MITRE Technique: T1134.001 | persistence_mechanism | null | null | hawkinssherri | toward | 6,264 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a5b50071-1385-49f0-a862-906f64d1f3f7 | 2025-02-20T09:06:09 | iot | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|medium| desc=IoT device HVAC side_channel MITRE Technique: T1071.001 | {
"geo_location": "Netherlands",
"device_hash": "4d3271c0f9cfebfd3dbcf06c5ee4ed83",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/3.0)",
"session_id": "f8669d20-ee20-409f-94eb-3c47e4e09d18",
"risk_score": 41.48,
"confidence": 0.63
} | null | null | null | null | null | MITRE Technique: T1071.001 | IoT device HVAC side_channel MITRE Technique: T1071.001 | side_channel | null | null | null | null | null | null | null | HVAC | iot-36591ba9 | 8.1 | null | null | null | null | null | null | null | null | null | null |
10e99d0e-3c67-4829-b928-6c0e7370b2bd | 2025-05-15T22:51:52 | iot | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor side_channel No additional info | {
"geo_location": "Kiribati",
"device_hash": "1c4cbcc77701f255566bfbe0267cdfb0",
"user_agent": "Mozilla/5.0 (Android 7.1.2; Mobile; rv:36.0) Gecko/36.0 Firefox/36.0",
"session_id": "018b492f-ddd8-4836-a26b-147b9f669731",
"risk_score": 72.75,
"confidence": 0.09
} | 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-d4a767fc | 2.1 | null | null | null | null | null | null | null | null | null | null |
e83d17d4-efe6-4650-ab08-53d9c4f01c88 | 2025-03-21T23:37:08 | endpoint | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint process_stop /some/receive.gif by millerjessica No additional info | {
"geo_location": "Niger",
"device_hash": "a03921055fbe8bb2502815fed10610c905147bcf7d755b78fd5a75ac49ca71b5",
"user_agent": "Opera/9.41.(X11; Linux i686; zu-ZA) Presto/2.9.180 Version/12.00",
"session_id": "8088efb1-b631-44ed-822e-cfb5143606bd",
"risk_score": 60.28,
"confidence": 0.99
} | null | null | null | null | null | No additional info | Endpoint process_stop /some/receive.gif by millerjessica No additional info | process_stop | null | null | millerjessica | /some/receive.gif | 6,494 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
52094790-521b-4e68-879e-c833f3892d8b | 2025-01-16T10:22:34 | firewall | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|critical| desc=Firewall allow SSH traffic from 90.6.202.101:23877 to 196.89.3.241:305 MITRE Technique: T1078.004 noise=trouble|every|us | {
"geo_location": "Colombia",
"device_hash": "d125332255da801d08d774531dc64571eeb3dae05d259fea84d7f94ef551e6bd",
"user_agent": "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/46.0.861.0 Safari/532.0",
"session_id": "38d32eb8-235b-43bb-9ddb-22259c791f88",
"risk_score": 49.35,
"confidence": 0.23
} | 90.6.202.101 | 196.89.3.241 | null | null | null | MITRE Technique: T1078.004 | Firewall allow SSH traffic from 90.6.202.101:23877 to 196.89.3.241:305 MITRE Technique: T1078.004 | allow | 431,469 | SSH | null | null | null | null | null | null | null | null | 23,877 | 305 | 2,424 | null | null | null | null | null | null | null |
a4e76c1e-53dc-4702-aa2d-f6d4c64b0a71 | 2025-06-11T16:39:59 | iot | Splunk v9.0.2 | high | CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|high| desc=IoT device HVAC physical_tamper MITRE Technique: T1204.002 | {
"geo_location": "Poland",
"device_hash": "061d9cfd1c08054f9223785decd822d6540908e4adc64f420277dcf490af2e2c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; apn-IN) AppleWebKit/534.7.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6534.7.4",
"session_id": "05549939-a78a-4d71-9f27-bac9629e62cf",
"risk_score": 42.04,
"confidence": 0.99
} | null | null | null | null | null | MITRE Technique: T1204.002 | IoT device HVAC physical_tamper MITRE Technique: T1204.002 | physical_tamper | null | null | null | null | null | null | null | HVAC | iot-45cffe4b | 10.2 | null | null | null | null | null | null | null | null | null | null |
abc97656-f7b2-48b9-9cec-e938e6201695 | 2025-01-30T14:31:14 | network | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|high| desc=Network beaconing from 42.86.137.218 to 205.91.67.250 No additional info | {
"geo_location": "Liechtenstein",
"device_hash": "e6738b7c274ab038f4803b0c1e1994ff9f0d378c5fbbec2c5c5dd697c883694f",
"user_agent": "Mozilla/5.0 (Android 4.4.3; Mobile; rv:61.0) Gecko/61.0 Firefox/61.0",
"session_id": "c3612581-1f8d-4a11-a07b-5f1f3c1cdc52",
"risk_score": 40.06,
"confidence": 0.93
} | 42.86.137.218 | 205.91.67.250 | null | null | null | No additional info | Network beaconing from 42.86.137.218 to 205.91.67.250 No additional info | beaconing | 798,652 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5ba41aec-92fc-482b-b72c-a0fe3706be33 | 2025-06-16T02:03:25 | ai | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|high| desc=AI system model_access by amysmith No additional info | {
"geo_location": "Cyprus",
"device_hash": "2f7d2099813413c4239628d8e755ce1d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/4.1)",
"session_id": "301d7f04-b9d6-4937-af16-3d64babe67da",
"risk_score": 35.13,
"confidence": 0.12
} | null | null | null | null | null | No additional info | AI system model_access by amysmith No additional info | model_access | null | null | amysmith | null | null | null | null | null | null | null | null | null | null | null | null | model-bec917f3 | 36e1e638782f3524a40a5848920f8e0c5f58fad1 | 77d09a8647ca96d086008f39c2d60c9f | null | null |
ddb5f43b-c418-47ee-a538-79ce25bfeec9 | 2025-04-08T21:25:38 | network | Suricata v6.0.10 | info | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|info| desc=Network disconnection from 132.228.104.202 to 132.244.140.153 No additional info | {
"geo_location": "Mauritius",
"device_hash": "558505bf34ee3e4d60a468a33460473347977c8640154b960cdc7cb650fdd9b8",
"user_agent": "Opera/8.30.(X11; Linux i686; tt-RU) Presto/2.9.166 Version/10.00",
"session_id": "8a887171-b977-45f7-a878-fe3bd20519b6",
"risk_score": 38.18,
"confidence": 0.04
} | 132.228.104.202 | 132.244.140.153 | null | null | null | No additional info | Network disconnection from 132.228.104.202 to 132.244.140.153 No additional info | disconnection | 852,264 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
acb80d00-e75b-4c24-b06a-cd34fcdd0593 | 2025-03-18T01:14:37 | endpoint | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection wait by xlopez No additional info | {
"geo_location": "Western Sahara",
"device_hash": "7f499c44fa52d17940f62bc8ecadecf3101956d4de763c4adbe1cd6442e77408",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Trident/4.0)",
"session_id": "e53dd8ba-48f2-4623-bb7f-defd757ecc70",
"risk_score": 72.08,
"confidence": 0.94
} | null | null | null | null | null | No additional info | Endpoint memory_injection wait by xlopez No additional info | memory_injection | null | null | xlopez | wait | 6,125 | explorer.exe | {
"baseline_deviation": 0.76,
"entropy": 5.24,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
22535de3-ac9a-4388-b4d2-1c42647c523a | 2025-03-26T01:30:30 | network | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 143.184.28.85 to 122.52.151.31 No additional info | {
"geo_location": "Norway",
"device_hash": "60368c27173209ca6c79be36ccde0034",
"user_agent": "Opera/8.90.(Windows NT 5.0; os-RU) Presto/2.9.189 Version/11.00",
"session_id": "98ef64c9-fc09-4aff-b0e9-48515080d7a9",
"risk_score": 73.49,
"confidence": 0.81
} | 143.184.28.85 | 122.52.151.31 | null | null | null | No additional info | Network bandwidth_usage from 143.184.28.85 to 122.52.151.31 No additional info | bandwidth_usage | 483,970 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a70471ca-5089-4662-813d-9dc8e618af1c | 2025-06-22T18:25:06 | cloud | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|medium| desc=Cloud container_escape in Azure by jenniferperez MITRE Technique: T1190 | {
"geo_location": "Australia",
"device_hash": "279f721e9824f8cc0dbf4e19fe603d675f44cb349f2acd8fc9b3dfe2e71ec290",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_2 rv:4.0; my-MM) AppleWebKit/532.11.5 (KHTML, like Gecko) Version/5.0.1 Safari/532.11.5",
"session_id": "cbaa9274-9a1f-4563-bb52-a8fa514b5d30",
"risk_score": 36.44,
"confidence": 0.03
} | null | null | null | null | null | MITRE Technique: T1190 | Cloud container_escape in Azure by jenniferperez MITRE Technique: T1190 | container_escape | null | null | jenniferperez | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-fdce20a1 |
e978e5a9-49b6-49a2-b4bd-cd96e3438a88 | 2025-05-13T18:00:17 | firewall | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine ICMP traffic from 155.59.197.133:684 to 113.17.193.101:692 MITRE Technique: T1059.001 | {
"geo_location": "Bulgaria",
"device_hash": "f9f381d6c80b93c0e00c6849e6e28eeabcd6843feeeeb9525eb65fc515fcd14d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 95; Trident/5.1)",
"session_id": "45f46bd1-64c2-48fe-9273-1897f7f37ec2",
"risk_score": 63.24,
"confidence": 0.21
} | 155.59.197.133 | 113.17.193.101 | null | null | null | MITRE Technique: T1059.001 | Firewall quarantine ICMP traffic from 155.59.197.133:684 to 113.17.193.101:692 MITRE Technique: T1059.001 | quarantine | 280,655 | ICMP | null | null | null | null | null | null | null | null | 684 | 692 | 1,721 | null | null | null | null | null | null | null |
b43d350b-de93-4777-9b46-bf02c247d697 | 2025-06-26T23:49:22 | ids_alert | Trellix v10.7.0 | emergency | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|emergency| desc=Trellix Alert: ICS Attack detected from 49.102.147.193 targeting 83.240.79.31 MITRE Technique: T1053.005 | {
"geo_location": "Russia",
"device_hash": "b2608b1fbc828334776f80e6e6f81833",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_4 rv:3.0; my-MM) AppleWebKit/532.37.1 (KHTML, like Gecko) Version/5.0.3 Safari/532.37.1",
"session_id": "0a89dee6-26f9-4ba5-abbb-2026bd49e0c8",
"risk_score": 24.41,
"confidence": 0.52
} | 49.102.147.193 | 83.240.79.31 | ICS Attack | SIG-4121 | Exploit | MITRE Technique: T1053.005 | Trellix Alert: ICS Attack detected from 49.102.147.193 targeting 83.240.79.31 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 |
ac9ca423-d727-409c-ab4b-b637c360c6d7 | 2025-04-04T02:06:02 | firewall | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|high| desc=Firewall allow HTTPS traffic from 178.53.221.163:22 to 168.19.143.152:60018 MITRE Technique: T1059.001 | {
"geo_location": "Zimbabwe",
"device_hash": "7f89b9c58579eaa0d75ec1367496c8f2b5970645",
"user_agent": "Mozilla/5.0 (Android 1.0; Mobile; rv:41.0) Gecko/41.0 Firefox/41.0",
"session_id": "7694f42c-5e14-434a-b212-4767adad142e",
"risk_score": 58.61,
"confidence": 0.59
} | 178.53.221.163 | 168.19.143.152 | null | null | null | MITRE Technique: T1059.001 | Firewall allow HTTPS traffic from 178.53.221.163:22 to 168.19.143.152:60018 MITRE Technique: T1059.001 | allow | 385,478 | HTTPS | null | null | null | null | null | null | null | null | 22 | 60,018 | 189 | null | null | null | null | null | null | null |
6170b0bb-c177-4606-a877-ca94ff54a0ee | 2025-04-20T12:27:11 | firewall | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect HTTPS traffic from 150.123.61.5:8680 to 43.134.214.226:1006 Associated Threat Actor: APT41 | Unconventional IOC: CPU microcode changes | {
"geo_location": "Macao",
"device_hash": "e6662b227a0a9404aca16e4ba460f1328ffd780c",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; de-AT; rv:1.9.0.20) Gecko/8364-10-17 02:55:05 Firefox/10.0",
"session_id": "4da677cf-53e7-461d-92ef-6d172e569966",
"risk_score": 35.46,
"confidence": 0.85
} | 150.123.61.5 | 43.134.214.226 | null | null | null | Associated Threat Actor: APT41 | Unconventional IOC: CPU microcode changes | Firewall inspect HTTPS traffic from 150.123.61.5:8680 to 43.134.214.226:1006 Associated Threat Actor: APT41 | Unconventional IOC: CPU microcode changes | inspect | 211,829 | HTTPS | null | null | null | null | null | null | null | null | 8,680 | 1,006 | 1,341 | null | null | null | null | null | null | null |
cfc04803-2fff-4756-9cdb-ad9b8991b084 | 2025-05-04T19:39:23 | iot | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor protocol_violation No additional info | {
"geo_location": "Mongolia",
"device_hash": "2a2223d20d4e68fddb906aadeb0769c3f417d55078b2505f1e6923bd2705b328",
"user_agent": "Mozilla/5.0 (Windows 95) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/56.0.860.0 Safari/534.0",
"session_id": "0df40097-2699-4ec6-a327-40b6bc97cbe2",
"risk_score": 55.13,
"confidence": 0.38
} | 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-ed07bd2d | 6.9 | null | null | null | null | null | null | null | null | null | null |
0161a7b8-a84c-4cc0-aaae-eb7d1d0a84ee | 2025-03-28T01:25:18 | auth | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|low| desc=Auth bypass for joseph57 via MFA from 165.228.25.97 MITRE Technique: T1078.004 | {
"geo_location": "Dominican Republic",
"device_hash": "0b6c0c1e330114e9c958170cbdb9f35a76514519",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_0 rv:6.0; lv-LV) AppleWebKit/535.40.2 (KHTML, like Gecko) Version/5.1 Safari/535.40.2",
"session_id": "667c5aff-df65-4378-b418-2fece159a7d0",
"risk_score": 37.45,
"confidence": 0.3
} | 165.228.25.97 | null | null | null | null | MITRE Technique: T1078.004 | Auth bypass for joseph57 via MFA from 165.228.25.97 MITRE Technique: T1078.004 | bypass | null | null | joseph57 | null | null | null | null | null | null | null | null | null | null | MFA | 63:82:f7:5d:25:3c | null | null | null | null | null |
491c40cb-a683-46a7-9eae-5dd6bc283b6d | 2025-07-03T09:44:16 | ai | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|info| desc=AI system fine_tuning by mwest MITRE Technique: T1071.001 | {
"geo_location": "Mongolia",
"device_hash": "1c507675d65f8b2f3f58913973ec5fa549ef60e4fd1390e541e49f56be680b07",
"user_agent": "Opera/9.39.(Windows 98; hsb-DE) Presto/2.9.175 Version/10.00",
"session_id": "1244270f-68b0-459f-ad38-c15b5e7e69b2",
"risk_score": 16.2,
"confidence": 1
} | null | null | null | null | null | MITRE Technique: T1071.001 | AI system fine_tuning by mwest MITRE Technique: T1071.001 | fine_tuning | null | null | mwest | null | null | null | null | null | null | null | null | null | null | null | null | model-964bdece | 1ed4479c304f3dc223e7fe23f1d4f5f9 | 99882a5d7d0c59bb7d9de41d65f8842f5b0f833f4934437bf9558115b0bb4f28 | null | null |
9472a2e2-a3c9-4dc0-917c-14b4d6ed2e30 | 2025-03-04T02:23:06 | iot | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat command_injection No additional info noise=institution|light|style | {
"geo_location": "Jordan",
"device_hash": "a1355632ca251f0851f91c18c74d2f4c",
"user_agent": "Mozilla/5.0 (Android 3.2.1; Mobile; rv:6.0) Gecko/6.0 Firefox/6.0",
"session_id": "214b714e-c99d-4bbd-acc7-a3d9546e4407",
"risk_score": 44.87,
"confidence": 0.96
} | null | null | null | null | null | No additional info | IoT device Thermostat command_injection No additional info | command_injection | null | null | null | null | null | null | {
"baseline_deviation": 1.27,
"entropy": 3.08,
"frequency_anomaly": false,
"sequence_anomaly": true
} | Thermostat | iot-26c4ae5c | 9.1 | null | null | null | null | null | null | null | null | null | null |
2dd6572f-de5b-44d6-9f4f-fb7da3afb124 | 2025-05-20T21:25:01 | network | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|medium| desc=Network connection from 211.32.241.200 to 112.195.202.30 No additional info noise=CC72FCD4 | {
"geo_location": "Kenya",
"device_hash": "6d1c5396741efa0eca21b41621be19ed",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/5.0)",
"session_id": "8598919f-d2f7-435b-aa64-8a21d958b06f",
"risk_score": 65.74,
"confidence": 0.08
} | 211.32.241.200 | 112.195.202.30 | null | null | null | No additional info | Network connection from 211.32.241.200 to 112.195.202.30 No additional info | connection | 820,454 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
eee44430-9ff5-499e-832b-7328831add87 | 2025-02-24T13:07:23 | network | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|medium| desc=Network covert_channel from 152.16.106.57 to 49.166.213.54 No additional info | {
"geo_location": "Congo",
"device_hash": "077146ef17f499c69c07d4aedf62c9bbd6877507",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/5930-01-15 02:44:43 Firefox/3.6.10",
"session_id": "0f9f3e74-12df-4822-bbed-aa3752164498",
"risk_score": 21.06,
"confidence": 0.21
} | 152.16.106.57 | 49.166.213.54 | null | null | null | No additional info | Network covert_channel from 152.16.106.57 to 49.166.213.54 No additional info | covert_channel | 726,355 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e191dbdf-699c-43be-bb58-5b6f432929f7 | 2025-04-17T17:16:41 | firewall | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall drop ICMP traffic from 10.109.134.36:543 to 58.127.136.107:734 MITRE Technique: T1547.001 | Associated Threat Actor: Leafminer | {
"geo_location": "Liechtenstein",
"device_hash": "f8f54d6fb75d08b18f1ec87a27cbbea370f10e33",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/3.0)",
"session_id": "a0437a45-be15-463a-bbd2-4971fbc783b6",
"risk_score": 26.43,
"confidence": 0.45
} | 10.109.134.36 | 58.127.136.107 | null | null | null | MITRE Technique: T1547.001 | Associated Threat Actor: Leafminer | Firewall drop ICMP traffic from 10.109.134.36:543 to 58.127.136.107:734 MITRE Technique: T1547.001 | Associated Threat Actor: Leafminer | drop | 213,334 | ICMP | null | null | null | null | null | null | null | null | 543 | 734 | 723 | null | null | null | null | null | null | null |
d77fedce-a245-4ef3-8943-6e9b31eba72b | 2025-01-31T23:25:24 | ids_alert | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|medium| desc=OSSEC Alert: Living-off-the-Land detected from 214.133.156.191 targeting 123.55.94.66 Associated Threat Actor: TA505 noise=category/blog/main | {
"geo_location": "Norfolk Island",
"device_hash": "2ad37349d0311cdff744714b7757339a6cd49523c3d0d7075d89fd3eb9c1effa",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/4249-09-21 08:52:26 Firefox/3.6.11",
"session_id": "06f223e1-ac8a-47d3-9795-a5633b06f640",
"risk_score": 67.85,
"confidence": 0.88
} | 214.133.156.191 | 123.55.94.66 | Living-off-the-Land | SIG-5112 | Evasion | Associated Threat Actor: TA505 | OSSEC Alert: Living-off-the-Land detected from 214.133.156.191 targeting 123.55.94.66 Associated Threat Actor: TA505 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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