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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
a323e17b-45d0-4aea-bd78-c21152dfcc6e | 2025-05-29T08:10:02 | cloud | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in Azure by lkirk MITRE Technique: T1486 | {
"geo_location": "Uzbekistan",
"device_hash": "3de3e6cb2d40b6c90a5cdeab117183dda79867bd",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 7_1_2 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) FxiOS/10.2b2192.0 Mobile/37I828 Safari/532.1",
"session_id": "2acae3e4-e9fc-42d4-a06f-bb8a930266e9",
"risk_score": 60.86,
"confidence": 0.16
} | null | null | null | null | null | MITRE Technique: T1486 | Cloud crypto_mining in Azure by lkirk MITRE Technique: T1486 | crypto_mining | null | null | lkirk | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-62c1f546 |
331403fc-551c-4302-b4ba-a7127aa8581c | 2025-02-12T20:17:26 | endpoint | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task /top/community.odt by darlenetaylor No additional info | {
"geo_location": "Montenegro",
"device_hash": "a58f7939262530811446a84e3e5e3d0c",
"user_agent": "Opera/8.82.(X11; Linux i686; he-IL) Presto/2.9.169 Version/11.00",
"session_id": "a88c3841-a79f-48d9-84bc-59b7cd94536e",
"risk_score": 54.83,
"confidence": 0.43
} | null | null | null | null | null | No additional info | Endpoint scheduled_task /top/community.odt by darlenetaylor No additional info | scheduled_task | null | null | darlenetaylor | /top/community.odt | 5,237 | svchost.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
824d3dfa-acb5-45e4-9e29-fbad653d005e | 2025-01-19T17:36:38 | cloud | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|high| desc=Cloud crypto_mining in AWS by danielmiller No additional info | {
"geo_location": "Guam",
"device_hash": "a4a678a1b1250df6d8a7d2e39005b8231f05689ef1175588e8eb65313b765010",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_2 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) CriOS/18.0.827.0 Mobile/58K443 Safari/533.0",
"session_id": "9b3dc143-5657-46ce-96ec-d601dd2762a0",
"risk_score": 18.41,
"confidence": 0.94
} | null | null | null | null | null | No additional info | Cloud crypto_mining in AWS by danielmiller No additional info | crypto_mining | null | null | danielmiller | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-cbd18a09 |
a45f51db-8e88-442e-85c7-a3473fac5fe9 | 2021-02-18T17:47:43 | iot | Suricata v6.0.10 | low | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|low| desc=IoT device Thermostat physical_tamper MITRE Technique: T1071.001 | {
"geo_location": "Nigeria",
"device_hash": "6246eebdaab037537053e1d4808e00848c8f29d065e01e981f5f5659fa38b5ca",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/9901-01-22 14:18:54 Firefox/3.8",
"session_id": "45ef0d92-f035-4fe8-9388-ae405ca06acf",
"risk_score": 59.82,
"confidence": 0.8
} | null | null | null | null | null | MITRE Technique: T1071.001 | IoT device Thermostat physical_tamper MITRE Technique: T1071.001 | physical_tamper | null | null | null | null | null | null | {
"baseline_deviation": 1.8,
"entropy": 2.51,
"frequency_anomaly": true,
"sequence_anomaly": false
} | Thermostat | iot-d52d83a6 | 2.2 | null | null | null | null | null | null | null | null | null | null |
3d5df1c6-c26c-4357-bee8-9899c4a954f2 | 2025-05-05T14:39:12 | cloud | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in GCP by zachary43 No additional info | {
"geo_location": "Armenia",
"device_hash": "50140bec5441ffb262f48017d881e6ff",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/62.0.880.0 Safari/531.2",
"session_id": "33e631f6-2775-46d4-9b8b-67a8a6ab3ad8",
"risk_score": 83.69,
"confidence": 0.55
} | null | null | null | null | null | No additional info | Cloud lambda_execution in GCP by zachary43 No additional info | lambda_execution | null | null | zachary43 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-c5ad0d4d |
f1a4e9ef-c694-4a3e-8727-ba3097e20089 | 2025-05-20T13:36:01 | network | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|critical| desc=Network disconnection from 117.8.56.84 to 124.172.219.70 Associated Threat Actor: Leafminer noise=app/blog/search | {
"geo_location": "Yemen",
"device_hash": "a6b05af3fb3b93a898f3ac97c6da2d6e",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) FxiOS/12.6n5798.0 Mobile/02N909 Safari/531.2",
"session_id": "f143109a-896e-42ab-a992-0d341be51951",
"risk_score": 64.22,
"confidence": 0.76
} | 117.8.56.84 | 124.172.219.70 | null | null | null | Associated Threat Actor: Leafminer | Network disconnection from 117.8.56.84 to 124.172.219.70 Associated Threat Actor: Leafminer | disconnection | 652,451 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6d8efa25-cfdd-44c9-b4dd-b0e21e496278 | 2025-02-10T10:52:40 | auth | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|high| desc=Auth timeout for qsherman via password from 38.129.192.96 MITRE Technique: T1078.004 | {
"geo_location": "Niue",
"device_hash": "7cacac5c9f6a98f2f8e6f59c55868986f2ce83753b58fba967f4ee8cd16cfb33",
"user_agent": "Mozilla/5.0 (Android 2.3.4; Mobile; rv:20.0) Gecko/20.0 Firefox/20.0",
"session_id": "b7a907af-6110-41d0-a952-97d9de6f986a",
"risk_score": 76.16,
"confidence": 0.01
} | 38.129.192.96 | null | null | null | null | MITRE Technique: T1078.004 | Auth timeout for qsherman via password from 38.129.192.96 MITRE Technique: T1078.004 | timeout | null | null | qsherman | null | null | null | null | null | null | null | null | null | null | password | f6:dd:78:ca:bc:09 | null | null | null | null | null |
372e3152-2656-43e2-9d94-cff87b267a39 | 2025-03-20T00:08:19 | cloud | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud crypto_mining in OCI by stephanie92 MITRE Technique: T1053.005 | Associated Threat Actor: Equation Group | {
"geo_location": "Cameroon",
"device_hash": "0393511330973f8ec9ecd9dcc409d791",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Trident/4.1)",
"session_id": "065575f9-63ff-4285-aed6-cde50773d8a0",
"risk_score": 51.81,
"confidence": 0.63
} | null | null | null | null | null | MITRE Technique: T1053.005 | Associated Threat Actor: Equation Group | Cloud crypto_mining in OCI by stephanie92 MITRE Technique: T1053.005 | Associated Threat Actor: Equation Group | crypto_mining | null | null | stephanie92 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-ea1740cc |
32f19a3e-2d64-4e15-8569-d25bc7175486 | 2025-03-05T12:50:28 | iot | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|medium| desc=IoT device Camera physical_tamper Associated Threat Actor: FIN7 | {
"geo_location": "Djibouti",
"device_hash": "1c5a554709b36b680565844e9d10e1bafc665a17",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/61.0.896.0 Safari/533.0",
"session_id": "c02a87c7-23b3-499b-849f-294f5055efaa",
"risk_score": 53.11,
"confidence": 0.34
} | null | null | null | null | null | Associated Threat Actor: FIN7 | IoT device Camera physical_tamper Associated Threat Actor: FIN7 | physical_tamper | null | null | null | null | null | null | {
"baseline_deviation": 0.66,
"entropy": 6.13,
"frequency_anomaly": true,
"sequence_anomaly": true
} | Camera | iot-58ffd76e | 9.2 | null | null | null | null | null | null | null | null | null | null |
777c2a19-1932-4ea8-a87c-3c9c9bd9e37f | 2025-03-06T23:10:56 | endpoint | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start relate by oneillmichelle Unconventional IOC: ACPI table modifications | Living-off-the-land technique detected | {
"geo_location": "Tonga",
"device_hash": "c00ba0be305a7ed3644fb9464f278e88",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.01; Trident/4.1)",
"session_id": "4ea32f50-be5c-4537-84eb-84aeff3ab65b",
"risk_score": 42.65,
"confidence": 0.65
} | null | null | null | null | null | Unconventional IOC: ACPI table modifications | Living-off-the-land technique detected | Endpoint process_start relate by oneillmichelle Unconventional IOC: ACPI table modifications | Living-off-the-land technique detected | process_start | null | null | oneillmichelle | relate | 2,157 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
30f049b9-d8d5-44bd-851e-a21d7fbc052e | 2025-05-04T20:46:56 | ai | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|info| desc=AI system adversarial_input by haley61 No additional info | {
"geo_location": "Palau",
"device_hash": "fa035be5501664201391cfa541f34845",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.2; Trident/3.0)",
"session_id": "9ee562e0-ea8e-4aed-b83e-0528b5202148",
"risk_score": 47.32,
"confidence": 0.99
} | null | null | null | null | null | No additional info | AI system adversarial_input by haley61 No additional info | adversarial_input | null | null | haley61 | null | null | null | null | null | null | null | null | null | null | null | null | model-9fd29dd4 | 31ead1a16aaa38a0cc4371a97bbe28b7 | 10580f98f016bb21703ed5f328406af0fe0b9f05 | null | null |
f7b294be-4589-4486-8002-184da57dca74 | 2025-05-02T19:14:31 | network | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|network|low| desc=Network data_exfiltration from 58.93.200.197 to 106.249.179.60 MITRE Technique: T1078.004 | {
"geo_location": "Albania",
"device_hash": "303573db5d11462107c337a2dbc089fe",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_7; rv:1.9.2.20) Gecko/3784-06-14 20:27:24 Firefox/10.0",
"session_id": "2e433426-4dc8-4cff-abd0-315c9cca8007",
"risk_score": 48.31,
"confidence": 0.42
} | 58.93.200.197 | 106.249.179.60 | null | null | null | MITRE Technique: T1078.004 | Network data_exfiltration from 58.93.200.197 to 106.249.179.60 MITRE Technique: T1078.004 | data_exfiltration | 338,573 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8d1ac0bc-2bc9-4477-bb23-193b6bc3326d | 2025-02-20T23:28:32 | iot | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|info| desc=IoT device Medical physical_tamper No additional info | {
"geo_location": "Uruguay",
"device_hash": "311171ef865935a6f176467049a5ef78e9a1af515a38f7677c4984c5a4b94fb1",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; tg-TJ) AppleWebKit/533.6.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6533.6.2",
"session_id": "e99da542-15c0-4029-920d-743b3549d166",
"risk_score": 43.39,
"confidence": 0.13
} | null | null | null | null | null | No additional info | IoT device Medical physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Medical | iot-4ff6f70f | 7.8 | null | null | null | null | null | null | null | null | null | null |
cac73cb1-3524-4eba-85f6-02596a5a4a66 | 2025-05-31T11:31:55 | auth | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth success for rittermark via password from 11.6.170.9 No additional info | {
"geo_location": "Isle of Man",
"device_hash": "b354e3fbfa7b6201da3142543dc6f0ef",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/534.32.4 (KHTML, like Gecko) Version/4.1 Safari/534.32.4",
"session_id": "d6c3d362-32b2-4597-96b2-57ab86ec96ab",
"risk_score": 32.51,
"confidence": 0.72
} | 11.6.170.9 | null | null | null | null | No additional info | Auth success for rittermark via password from 11.6.170.9 No additional info | success | null | null | rittermark | null | null | null | null | null | null | null | null | null | null | password | 3d:61:94:a8:16:76 | null | null | null | null | null |
2a43546a-1b74-4ea9-b484-764ea5cfdd86 | 2025-02-17T22:15:00 | ai | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|info| desc=AI system model_inversion by youngstephen MITRE Technique: T1486 noise=network|remember|direction | {
"geo_location": "Cote d'Ivoire",
"device_hash": "d5c99dbca35e8f76e96f4c773655118c8a02fd53ee197c6e828b470a97b14417",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/3.1)",
"session_id": "026a3b0f-a6a7-448f-9c07-a8a073add402",
"risk_score": 44.87,
"confidence": 0.53
} | null | null | null | null | null | MITRE Technique: T1486 | AI system model_inversion by youngstephen MITRE Technique: T1486 | model_inversion | null | null | youngstephen | null | null | null | null | null | null | null | null | null | null | null | null | model-238d4058 | 0c90699acfaf033317266d3292a5db2127aab179 | dce1fb594512c5b39a3cc8ee4463a5cdff911d51e562f12b6a191516eb19cc9f | null | null |
845a44d9-555c-42c3-ba37-98f221aa8f1b | 2025-05-10T16:40:21 | ai | Darktrace v6.0.0 | info | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|info| desc=AI system training_data_poisoning by crystal72 No additional info | {
"geo_location": "Austria",
"device_hash": "445bc5c0b27bb607ceb960e0a80b4d88",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3.6) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/24.0.809.0 Safari/534.1",
"session_id": "659988ac-214e-4ce3-b7eb-2ae652701f1a",
"risk_score": 53.34,
"confidence": 0.7
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by crystal72 No additional info | training_data_poisoning | null | null | crystal72 | null | null | null | null | null | null | null | null | null | null | null | null | model-2cb508e5 | 2657465ab59797e521b34ed611ea4bbd09336a12 | 33970a051906afd0153496fd791df132 | null | null |
1ce97aee-243d-4ab8-a56f-ae902ef10a44 | 2025-02-06T04:32:39 | iot | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor battery_drain No additional info | {
"geo_location": "British Virgin Islands",
"device_hash": "61b8bfcaa339d82f3366d71e97bcce78714861fd",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 3_1_3 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) CriOS/52.0.871.0 Mobile/47X674 Safari/532.2",
"session_id": "d8dbf57d-d843-4d3f-8b39-93d24bd780cc",
"risk_score": 35.25,
"confidence": 0.99
} | null | null | null | null | null | No additional info | IoT device Sensor battery_drain No additional info | battery_drain | null | null | null | null | null | null | null | Sensor | iot-5e861d8c | 6.3 | null | null | null | null | null | null | null | null | null | null |
2cff20ca-6cfb-49fa-9043-fdeb968ebf82 | 2025-05-11T04:42:52 | ai | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by nathanbrooks MITRE Technique: T1218.011 | {
"geo_location": "Bolivia",
"device_hash": "f866e88c796b11e09e5041566846caab95c615582c568981b055fdb77c88a416",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; hak-TW; rv:1.9.0.20) Gecko/8737-01-27 05:08:44 Firefox/3.8",
"session_id": "8b6c3559-36c9-41ff-b214-4930458a6adb",
"risk_score": 36.88,
"confidence": 0.66
} | null | null | null | null | null | MITRE Technique: T1218.011 | AI system model_inversion by nathanbrooks MITRE Technique: T1218.011 | model_inversion | null | null | nathanbrooks | null | null | null | null | null | null | null | null | null | null | null | null | model-ce11fcac | 51b4763b5c4d4c93726a8fe7023c67a574bbbc98 | f48efca16e450d056b40c992a0b87989ce512205 | null | null |
1601eacd-8fb8-414e-92cd-7e1ebbdb73c1 | 2025-01-23T04:28:39 | auth | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|info| desc=Auth bypass for taylorcorey via passwordless from 89.181.52.230 No additional info | {
"geo_location": "Jersey",
"device_hash": "c30cac48d6bc1b36d681bd4950a1bb27",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/16.0.823.0 Safari/535.0",
"session_id": "a94cab6e-e789-4241-98ce-dfbca618787a",
"risk_score": 67.15,
"confidence": 0.35
} | 89.181.52.230 | null | null | null | null | No additional info | Auth bypass for taylorcorey via passwordless from 89.181.52.230 No additional info | bypass | null | null | taylorcorey | null | null | null | null | null | null | null | null | null | null | passwordless | 4b:73:32:b8:1f:a3 | null | null | null | null | null |
2fce9d0c-3d69-4fb9-affe-903d5a5ef6b6 | 2025-06-25T18:48:52 | ai | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by kristinaharrison No additional info | {
"geo_location": "Congo",
"device_hash": "36d0e0d131c0a7bd704548198559e8c2",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/7373-09-28 14:36:18 Firefox/3.8",
"session_id": "ac122fab-6e4e-4c52-a9a5-6bed84a5c25f",
"risk_score": 36.83,
"confidence": 0.54
} | null | null | null | null | null | No additional info | AI system adversarial_input by kristinaharrison No additional info | adversarial_input | null | null | kristinaharrison | null | null | null | {
"baseline_deviation": 1.13,
"entropy": 4.97,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | model-c45a48f1 | 01b3fbebea1c5c815474c8359a510e4098b9d1260dcf938824e9eab582563873 | aa2a1933b8ee9cf1bfda1d3cb0089dd07065962c17ba2e64cb7323a752cf48e4 | null | null |
a96dbc28-f30b-404b-ac5d-47e8cd273d7b | 2025-02-25T07:20:24 | ai | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|critical| desc=AI system training_data_poisoning by lijohnny MITRE Technique: T1134.001 | {
"geo_location": "Sweden",
"device_hash": "61ea847d9855e5b2edc49c30d3a3f44c17ee6a7855d1cb4901a13bf5a26b6891",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; sd-PK) AppleWebKit/535.21.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6535.21.1",
"session_id": "96ef350b-4326-45a3-b2da-5d117ec79187",
"risk_score": 56.56,
"confidence": 0.63
} | null | null | null | null | null | MITRE Technique: T1134.001 | AI system training_data_poisoning by lijohnny MITRE Technique: T1134.001 | training_data_poisoning | null | null | lijohnny | null | null | null | null | null | null | null | null | null | null | null | null | model-cdb21437 | 963c9dad1af74bd93671d1b18b4b8d46d264c743 | 3e7d045a7151e6aa6205cfc1eb325c67 | null | null |
dfafe2f5-8762-4078-83ca-5d75773143ac | 2025-04-26T11:21:55 | firewall | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|info| desc=Firewall allow UDP traffic from 39.164.222.254:242 to 14.254.236.231:869 No additional info | {
"geo_location": "Slovenia",
"device_hash": "36b76eb511c512b765565c8aad274212",
"user_agent": "Opera/8.52.(Windows NT 5.01; az-IN) Presto/2.9.179 Version/11.00",
"session_id": "8840f220-ece1-4710-b781-956d2957843e",
"risk_score": 40.74,
"confidence": 0.51
} | 39.164.222.254 | 14.254.236.231 | null | null | null | No additional info | Firewall allow UDP traffic from 39.164.222.254:242 to 14.254.236.231:869 No additional info | allow | 368,762 | UDP | null | null | null | null | {
"baseline_deviation": 2.21,
"entropy": 3.2,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 242 | 869 | 447 | null | null | null | null | null | null | null |
947cec16-cb22-47c6-aa8a-d4e7fb33e30b | 2025-06-02T04:18:54 | firewall | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|critical| desc=Firewall allow RDP traffic from 10.76.113.250:605 to 4.161.220.168:31769 No additional info | {
"geo_location": "Tuvalu",
"device_hash": "3487960f63dc176538d37a866e71b136ae6a4670c76a2745bd7b69c9809be9dd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/4.1)",
"session_id": "b49c675b-5d18-4535-9de3-f2e010824999",
"risk_score": 61.18,
"confidence": 0.48
} | 10.76.113.250 | 4.161.220.168 | null | null | null | No additional info | Firewall allow RDP traffic from 10.76.113.250:605 to 4.161.220.168:31769 No additional info | allow | 74,505 | RDP | null | null | null | null | null | null | null | null | 605 | 31,769 | 1,849 | null | null | null | null | null | null | null |
1bac5e84-f6f4-4853-8d20-19156b9ab487 | 2025-04-20T21:05:04 | iot | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat sensor_spoofing MITRE Technique: T1543.003 | {
"geo_location": "Svalbard & Jan Mayen Islands",
"device_hash": "82605c5625326a12b7c7e0fc845a341ea41a9ac4",
"user_agent": "Opera/9.60.(X11; Linux x86_64; wal-ET) Presto/2.9.164 Version/10.00",
"session_id": "9d621815-5bf1-45c1-9338-73bed7dce9bc",
"risk_score": 66.2,
"confidence": 0.28
} | null | null | null | null | null | MITRE Technique: T1543.003 | IoT device Thermostat sensor_spoofing MITRE Technique: T1543.003 | sensor_spoofing | null | null | null | null | null | null | null | Thermostat | iot-d4034f95 | 1.6 | null | null | null | null | null | null | null | null | null | null |
a5aaa055-2bc5-48e3-b30e-bdcdccd0735f | 2025-03-07T23:42:09 | endpoint | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|high| desc=Endpoint driver_load majority by kkent No additional info | {
"geo_location": "Latvia",
"device_hash": "ad4c9893afee32a51ffd11e368ebe4e0941eb996",
"user_agent": "Opera/8.54.(Windows NT 6.0; ko-KR) Presto/2.9.162 Version/12.00",
"session_id": "288d0682-aed5-4618-8a80-16e247f4ac87",
"risk_score": 47.09,
"confidence": 0.69
} | null | null | null | null | null | No additional info | Endpoint driver_load majority by kkent No additional info | driver_load | null | null | kkent | majority | 8,509 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
75a0c185-cdee-4ffd-a1f3-d49818a7e752 | 2025-07-07T07:37:12 | auth | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|info| desc=Auth failed for wmcbride via password from 62.26.217.199 MITRE Technique: T1218.011 | {
"geo_location": "Russia",
"device_hash": "f0bf526818085e0933ad7578693809f3",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_5) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/48.0.848.0 Safari/532.1",
"session_id": "100bc9d3-a71a-41d9-a563-fdeeb32ee686",
"risk_score": 65.99,
"confidence": 0.54
} | 62.26.217.199 | null | null | null | null | MITRE Technique: T1218.011 | Auth failed for wmcbride via password from 62.26.217.199 MITRE Technique: T1218.011 | failed | null | null | wmcbride | null | null | null | null | null | null | null | null | null | null | password | f5:5a:79:06:95:97 | null | null | null | null | null |
6a3fd820-ceb6-4691-a3ed-0cca925049c3 | 2025-04-20T22:30:06 | ai | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by djackson No additional info noise=U2luZy4= | {
"geo_location": "Belgium",
"device_hash": "02229c4022b8831b8b92fbb3785a2450",
"user_agent": "Opera/8.25.(X11; Linux x86_64; uk-UA) Presto/2.9.162 Version/10.00",
"session_id": "7c54c228-8331-448e-b4cb-770322e77371",
"risk_score": 67.76,
"confidence": 0.98
} | null | null | null | null | null | No additional info | AI system prompt_injection by djackson No additional info | prompt_injection | null | null | djackson | null | null | null | {
"baseline_deviation": 2.53,
"entropy": 4.36,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | model-5cb5f71f | 3e40ffaa505ea6b08cefbc2677f40780d1c44974bb8801a678e19486ef387c7a | ba0ecdbe9680fa9c108f64436c7351d35e1f6334 | null | null |
c4664cb5-939c-487a-a987-8cbad208d6b3 | 2025-01-24T16:54:46 | firewall | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall inspect NTP traffic from 4.114.67.159:54288 to 54.113.122.240:984 MITRE Technique: T1071.001 | Associated Threat Actor: Leafminer | {
"geo_location": "Benin",
"device_hash": "4b2e5df6b23eb7e49c52b194b77ce4b0",
"user_agent": "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/28.0.835.0 Safari/531.2",
"session_id": "e4089e6c-e09f-42f9-83f9-88b1322811eb",
"risk_score": 72.19,
"confidence": 0.36
} | 4.114.67.159 | 54.113.122.240 | null | null | null | MITRE Technique: T1071.001 | Associated Threat Actor: Leafminer | Firewall inspect NTP traffic from 4.114.67.159:54288 to 54.113.122.240:984 MITRE Technique: T1071.001 | Associated Threat Actor: Leafminer | inspect | 445,004 | NTP | null | null | null | null | {
"baseline_deviation": 1.69,
"entropy": 4.55,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 54,288 | 984 | 1,363 | null | null | null | null | null | null | null |
c594036f-d931-4724-8a41-c18310bd14e5 | 2025-01-14T22:42:47 | network | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|critical| desc=Network beaconing from 72.210.47.190 to 157.125.144.213 MITRE Technique: T1574.002 | {
"geo_location": "New Caledonia",
"device_hash": "b1299fed39d53fc996a109e9e3beb2ea7341c45e335cb2893a405d5b468f4da2",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.3) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/52.0.808.0 Safari/536.1",
"session_id": "e27a7b38-ac27-4908-9349-1d4bdc96f69a",
"risk_score": 36.95,
"confidence": 0.63
} | 72.210.47.190 | 157.125.144.213 | null | null | null | MITRE Technique: T1574.002 | Network beaconing from 72.210.47.190 to 157.125.144.213 MITRE Technique: T1574.002 | beaconing | 879,927 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1ad86e66-fa36-4f50-a35c-ea913129ecfa | 2025-03-05T14:14:02 | ids_alert | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|high| desc=FireEye HX Alert: Container Escape detected from 102.205.44.221 targeting 67.74.158.150 MITRE Technique: T1110.003 | {
"geo_location": "Ecuador",
"device_hash": "8d3dfbfa03d63dc9c366e0242453edf6",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; ht-HT) AppleWebKit/531.26.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6531.26.5",
"session_id": "ff4f939d-270f-4d5d-b1d9-1544bf9d4a77",
"risk_score": 33.63,
"confidence": 0.11
} | 102.205.44.221 | 67.74.158.150 | Container Escape | SIG-4892 | Recon | MITRE Technique: T1110.003 | FireEye HX Alert: Container Escape detected from 102.205.44.221 targeting 67.74.158.150 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 |
f698fdbf-0570-4034-881b-3ab6219f023f | 2025-03-24T15:12:54 | ids_alert | Carbon Black v7.8.0 | emergency | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|emergency| desc=Carbon Black Alert: Fileless Attack detected from 200.239.241.207 targeting N/A Unconventional IOC: GPU memory artifacts | {
"geo_location": "Paraguay",
"device_hash": "222738b8bc5eec0446e62321648a941f1e668707",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/14.0.826.0 Safari/533.0",
"session_id": "eb685b45-43f4-4437-a768-33cc8ca52124",
"risk_score": 26.78,
"confidence": 0.18
} | 200.239.241.207 | N/A | Fileless Attack | SIG-8079 | Evasion | Unconventional IOC: GPU memory artifacts | Carbon Black Alert: Fileless Attack detected from 200.239.241.207 targeting N/A Unconventional IOC: GPU memory artifacts | null | null | null | null | null | null | null | {
"baseline_deviation": 1.6,
"entropy": 7.92,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
0c96babe-7340-4cc1-ab90-9c7be58c4a59 | 2025-06-20T15:01:57 | firewall | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only TCP traffic from 10.1.147.225:45896 to 96.1.15.215:42809 No additional info | {
"geo_location": "Cote d'Ivoire",
"device_hash": "6bb02095a51470e9e08d4fad3c48abd4d8d2a2ac",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.1; Trident/3.1)",
"session_id": "81e206b0-8438-464b-8a94-4a2f4b8f70f7",
"risk_score": 57.82,
"confidence": 0.78
} | 10.1.147.225 | 96.1.15.215 | null | null | null | No additional info | Firewall log-only TCP traffic from 10.1.147.225:45896 to 96.1.15.215:42809 No additional info | log-only | 106,657 | TCP | null | null | null | null | null | null | null | null | 45,896 | 42,809 | 103 | null | null | null | null | null | null | null |
082ead95-f505-4269-a3b1-545e4e44029c | 2025-01-26T06:30:11 | cloud | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud lambda_execution in GCP by tristan89 No additional info | {
"geo_location": "Iceland",
"device_hash": "719e3309ff7e926d6eda5867846207108cfc3d6b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/5.1)",
"session_id": "3265ff0c-66f6-4fc7-8ded-ee365a1e02ac",
"risk_score": 33.51,
"confidence": 0.35
} | null | null | null | null | null | No additional info | Cloud lambda_execution in GCP by tristan89 No additional info | lambda_execution | null | null | tristan89 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-474005b1 |
4a967ca2-429e-4ac1-9bff-e5759e4197d7 | 2025-05-02T17:57:53 | ai | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by omorton Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Switzerland",
"device_hash": "599cc96b47f2c568ca156b2a2a962c86",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/535.3.2 (KHTML, like Gecko) Version/4.0.4 Safari/535.3.2",
"session_id": "6e6e81fb-3876-4c34-9fe6-543cb23eb625",
"risk_score": 78.3,
"confidence": 0.3
} | null | null | null | null | null | Unconventional IOC: Unusual DNS TXT records | AI system adversarial_input by omorton Unconventional IOC: Unusual DNS TXT records | adversarial_input | null | null | omorton | null | null | null | null | null | null | null | null | null | null | null | null | model-fc5a40f3 | 4e08b232c705b16b8a746e221594e4c229f0bce7 | 032dbc12837cc8c14aa40b7dc9f5c593 | null | null |
ec899623-34a0-4ee0-9b40-736c161cc9e7 | 2025-05-11T05:21:35 | ids_alert | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|high| desc=Microsoft Sentinel Alert: Port Scan detected from 95.60.137.178 targeting 97.112.48.63 No additional info | {
"geo_location": "Cape Verde",
"device_hash": "7308dafa367c651508bddfd40f951ef658f4e9625a013811cbc472b91244983d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/3.0)",
"session_id": "55bb101c-2101-4d5b-90ef-2112f6106a60",
"risk_score": 39.82,
"confidence": 0.94
} | 95.60.137.178 | 97.112.48.63 | Port Scan | SIG-6754 | Policy | No additional info | Microsoft Sentinel Alert: Port Scan detected from 95.60.137.178 targeting 97.112.48.63 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d84b3ae0-cc6c-460d-a0ce-15e9ff979913 | 2025-05-05T06:12:49 | firewall | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow ICMP traffic from 13.78.201.80:16972 to 12.49.148.181:496 MITRE Technique: T1190 | {
"geo_location": "Trinidad and Tobago",
"device_hash": "79e095276a0af2822b904011f02b46a9c9dfa0ec",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 95; Trident/5.1)",
"session_id": "23b38589-ed78-4f85-b734-e0318480a90e",
"risk_score": 73.82,
"confidence": 0.56
} | 13.78.201.80 | 12.49.148.181 | null | null | null | MITRE Technique: T1190 | Firewall allow ICMP traffic from 13.78.201.80:16972 to 12.49.148.181:496 MITRE Technique: T1190 | allow | 8,011 | ICMP | null | null | null | null | null | null | null | null | 16,972 | 496 | 1,936 | null | null | null | null | null | null | null |
ffb818c4-0e3b-4ebe-be5c-a558767227bb | 2025-07-02T07:36:47 | ai | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|high| desc=AI system model_inversion by hallvanessa No additional info | {
"geo_location": "Czech Republic",
"device_hash": "4f57d2458626eabf0e49fc2e03e39151874c0303a949a568467906fc472f93ae",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 5_1_1 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/23.0.847.0 Mobile/95Q466 Safari/535.2",
"session_id": "a1e78c09-2b31-4755-ab6d-07b8c6dc7c7a",
"risk_score": 49.63,
"confidence": 0.02
} | null | null | null | null | null | No additional info | AI system model_inversion by hallvanessa No additional info | model_inversion | null | null | hallvanessa | null | null | null | null | null | null | null | null | null | null | null | null | model-8599d411 | 7519d66c16df9adac3dcf05620a96796df105d21 | 35f7421005cc9ccf75e92c43d1ef89e6a73a8de3 | null | null |
a33b4f07-a07a-4104-9fda-93161d970401 | 2025-01-14T10:30:49 | network | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|medium| desc=Network data_exfiltration from 192.212.194.10 to 1.212.6.79 MITRE Technique: T1547.001 noise=D07E207B | {
"geo_location": "Bahamas",
"device_hash": "d28bda2ed4fea0e2a04abe7f95dcf5ad05a0ec58da76ef6b1e08d3f0b14f008f",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; hu-HU; rv:1.9.2.20) Gecko/3170-11-05 00:29:15 Firefox/13.0",
"session_id": "df73272d-4d67-490e-ad7b-cc6bcd7b00b1",
"risk_score": 41.85,
"confidence": 0.44
} | 192.212.194.10 | 1.212.6.79 | null | null | null | MITRE Technique: T1547.001 | Network data_exfiltration from 192.212.194.10 to 1.212.6.79 MITRE Technique: T1547.001 | data_exfiltration | 183,294 | ICMP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ab2363ae-e828-4801-bd85-5c36f1eda0e8 | 2025-02-09T00:28:57 | network | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|medium| desc=Network covert_channel from 10.168.153.209 to 10.29.18.91 No additional info noise=have|black|price | {
"geo_location": "Wallis and Futuna",
"device_hash": "6276295ebbb5d8e2038a71c938477786a03408652a51af7041d63e623de498ef",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/3.1)",
"session_id": "96da64a0-ca8f-411e-8dd0-57e27d10558b",
"risk_score": 78.76,
"confidence": 0.43
} | 10.168.153.209 | 10.29.18.91 | null | null | null | No additional info | Network covert_channel from 10.168.153.209 to 10.29.18.91 No additional info | covert_channel | 574,872 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a00c14fb-2d8c-40cd-91b3-c39d7e8b6770 | 2025-06-24T07:58:22 | auth | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for brennanmichelle via password from 35.100.215.233 No additional info noise=V2hldGhlci4= | {
"geo_location": "Samoa",
"device_hash": "7331b418823e99fa1fa3e34f3d402907c86205b2f05987398d15a3dbb57e231f",
"user_agent": "Opera/8.75.(Windows NT 6.1; uk-UA) Presto/2.9.174 Version/10.00",
"session_id": "b86c4a5e-8648-47ee-9adf-0811db8c4dbe",
"risk_score": 40.08,
"confidence": 0.84
} | 35.100.215.233 | null | null | null | null | No additional info | Auth challenge for brennanmichelle via password from 35.100.215.233 No additional info | challenge | null | null | brennanmichelle | null | null | null | null | null | null | null | null | null | null | password | 71:15:7c:45:89:91 | null | null | null | null | null |
64055977-9a7a-41b8-837f-1260821a2ac3 | 2025-05-09T18:38:13 | firewall | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|medium| desc=Firewall allow ICMP traffic from 10.53.143.61:174 to 10.159.94.110:274 No additional info noise=another|marriage|state | {
"geo_location": "Argentina",
"device_hash": "1e9052dc9b394580d6cc17fab03df0feeb0baebe",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_4) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/49.0.882.0 Safari/533.0",
"session_id": "78f02e3f-7819-4f95-b5b3-38f6416f375d",
"risk_score": 33.19,
"confidence": 0.18
} | 10.53.143.61 | 10.159.94.110 | null | null | null | No additional info | Firewall allow ICMP traffic from 10.53.143.61:174 to 10.159.94.110:274 No additional info | allow | 829,673 | ICMP | null | null | null | null | null | null | null | null | 174 | 274 | 3,556 | null | null | null | null | null | null | null |
9488ee7d-72af-483a-b3c3-5efc4e5a28fb | 2025-01-26T21:13:48 | cloud | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|low| desc=Cloud storage_access in AWS by jessicaking No additional info | {
"geo_location": "Turkey",
"device_hash": "bbbe8205c21b635f8d76526632e982c26711db62bff2b3b2ef3717057d11a8e8",
"user_agent": "Opera/8.50.(X11; Linux x86_64; gv-GB) Presto/2.9.163 Version/11.00",
"session_id": "d1264a9d-c4ff-4bb6-8a58-2028fbe8db2b",
"risk_score": 58.53,
"confidence": 0.25
} | null | null | null | null | null | No additional info | Cloud storage_access in AWS by jessicaking No additional info | storage_access | null | null | jessicaking | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-1fd9860d |
d3c3a366-e0dd-4773-ba61-e0b631b0cc17 | 2025-05-03T21:50:35 | ai | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|high| desc=AI system prompt_injection by derekcunningham Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Spain",
"device_hash": "8140cbf33ba8f0444ca1896c26a71e76",
"user_agent": "Opera/9.82.(X11; Linux x86_64; lo-LA) Presto/2.9.174 Version/10.00",
"session_id": "e6f1fd11-b0d8-4a3e-951e-02a91c6feabb",
"risk_score": 50.16,
"confidence": 0.77
} | null | null | null | null | null | Unconventional IOC: Unusual DNS TXT records | AI system prompt_injection by derekcunningham Unconventional IOC: Unusual DNS TXT records | prompt_injection | null | null | derekcunningham | null | null | null | null | null | null | null | null | null | null | null | null | model-f71242f4 | 989d389140cc2172b9deeac445ffa1f0f3cb88c596279d0c2d7d59a26513beae | 62295eecc9aecb7a3146235d7c6c3336c222c34c3e0799e655e040f4f91fc9b8 | null | null |
b7ba7bc4-a9cd-4a48-b855-7414dafc7651 | 2025-02-16T16:01:23 | ai | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by andrew26 No additional info | {
"geo_location": "Macao",
"device_hash": "3af40a8be8d53867d68a0012b0c3dfd476aa0ef9",
"user_agent": "Mozilla/5.0 (Android 4.0.1; Mobile; rv:5.0) Gecko/5.0 Firefox/5.0",
"session_id": "29dbb8a2-a177-4f18-a165-385d730707f7",
"risk_score": 33.55,
"confidence": 0.68
} | null | null | null | null | null | No additional info | AI system training_data_poisoning by andrew26 No additional info | training_data_poisoning | null | null | andrew26 | null | null | null | null | null | null | null | null | null | null | null | null | model-d417a1d7 | a512fb8c157f9fbe0d0666777f2b2aad | e579c07d580c45047d76dca5e2cb120b635dd78fe74283809bf5076bf1895a03 | null | null |
27064d1d-b075-4e2f-b794-155f253af02b | 2025-06-21T20:14:47 | firewall | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall deny ICMP traffic from 77.199.234.145:13659 to 86.80.192.240:959 MITRE Technique: T1486 | {
"geo_location": "Gibraltar",
"device_hash": "978f390c2f1e9b76f05e0cfc24eab17917398d9b",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 2_2_1 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) CriOS/36.0.854.0 Mobile/90L597 Safari/534.0",
"session_id": "c89685fa-16f2-4bc8-a22f-ae90247e6b98",
"risk_score": 33.71,
"confidence": 0.38
} | 77.199.234.145 | 86.80.192.240 | null | null | null | MITRE Technique: T1486 | Firewall deny ICMP traffic from 77.199.234.145:13659 to 86.80.192.240:959 MITRE Technique: T1486 | deny | 292,857 | ICMP | null | null | null | null | null | null | null | null | 13,659 | 959 | 103 | null | null | null | null | null | null | null |
e4e77ee0-c776-4984-81e6-8c231bd78b5a | 2025-07-05T12:40:06 | cloud | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in AWS by charlescarter No additional info | {
"geo_location": "Kyrgyz Republic",
"device_hash": "df2db7c743e5daa184d1d80db74e6fad32b79a35b91a44d9249f352eeaa17644",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/533.7.4 (KHTML, like Gecko) Version/5.0 Safari/533.7.4",
"session_id": "ba62692b-c389-4768-b990-cedf6f7de5c4",
"risk_score": 48.48,
"confidence": 0.12
} | null | null | null | null | null | No additional info | Cloud api_abuse in AWS by charlescarter No additional info | api_abuse | null | null | charlescarter | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-b9f30600 |
82447480-e8cd-47ee-b199-b3544c807304 | 2025-01-17T11:37:30 | cloud | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud storage_access in GCP by rittermelanie No additional info | {
"geo_location": "Jersey",
"device_hash": "0dc89c2ea9461af84d6bbc17601fded0",
"user_agent": "Opera/8.53.(Windows 95; ca-AD) Presto/2.9.189 Version/12.00",
"session_id": "41fc363a-647c-42ff-bfec-7c4b0e3e4b89",
"risk_score": 55.65,
"confidence": 0.08
} | null | null | null | null | null | No additional info | Cloud storage_access in GCP by rittermelanie No additional info | storage_access | null | null | rittermelanie | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-f4377660 |
bd2915ff-9307-4e3c-bf37-1243340f39a8 | 2025-04-22T10:33:11 | network | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|critical| desc=Network beaconing from 49.156.48.125 to 97.208.35.202 No additional info | {
"geo_location": "Belize",
"device_hash": "c1d5f15a6c9ea2a1d9de7d8dd6cc652ea73674d4f1bfe1cb40d96b91e7a9f5ad",
"user_agent": "Mozilla/5.0 (Android 4.0.2; Mobile; rv:5.0) Gecko/5.0 Firefox/5.0",
"session_id": "6addf9ba-8f7f-4470-b1fc-6d9435d541fd",
"risk_score": 60.66,
"confidence": 0.64
} | 49.156.48.125 | 97.208.35.202 | null | null | null | No additional info | Network beaconing from 49.156.48.125 to 97.208.35.202 No additional info | beaconing | 740,576 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3ca5fa6b-0675-4390-942c-1c12618b9e52 | 2025-06-11T20:10:57 | iot | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device Camera command_injection No additional info | {
"geo_location": "Botswana",
"device_hash": "397914beae174daa2c15d52d83c0e81a",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 16_7_6 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/12.2m6815.0 Mobile/48I574 Safari/534.2",
"session_id": "69b7f846-5ea5-4e78-a20f-bc9e9794ffec",
"risk_score": 34.79,
"confidence": 0.68
} | 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-1f0b1f7f | 3.3 | null | null | null | null | null | null | null | null | null | null |
6564662a-0ad3-460e-bf1a-ed3d4b78cd13 | 2025-02-18T17:30:47 | ai | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|medium| desc=AI system model_access by elizabeth11 No additional info noise=posts/categories/blog | {
"geo_location": "Tajikistan",
"device_hash": "356e9a174eed46cb50fb5d51768f44e6",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; lb-LU) AppleWebKit/531.5.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6531.5.1",
"session_id": "7710b9c2-a3dd-4ab4-8985-8755a629ceb0",
"risk_score": 17.21,
"confidence": 0.11
} | null | null | null | null | null | No additional info | AI system model_access by elizabeth11 No additional info | model_access | null | null | elizabeth11 | null | null | null | {
"baseline_deviation": 2.47,
"entropy": 3.98,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | model-4b3fdd19 | 302005ee24e5b7070240e06e4e6c2c23 | 15a48e83e69c433d84f2c01a173d5dd1 | null | null |
1b89fea0-0dd8-4e00-a39f-019552e8326b | 2025-06-14T00:49:40 | network | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|low| desc=Network disconnection from 2.51.128.119 to 112.60.195.11 DGA domain detected | Possible protocol tunneling | {
"geo_location": "Estonia",
"device_hash": "a855e60c32b5778472d3ebbd3efe211a4a82f65c",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) CriOS/56.0.837.0 Mobile/24L054 Safari/533.0",
"session_id": "e2debe65-599b-4670-8268-afd48fdd507d",
"risk_score": 86.93,
"confidence": 0.17
} | 2.51.128.119 | 112.60.195.11 | null | null | null | DGA domain detected | Possible protocol tunneling | Network disconnection from 2.51.128.119 to 112.60.195.11 DGA domain detected | Possible protocol tunneling | disconnection | 129,276 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a4b75399-3b4d-4e02-92d5-2241e764dea1 | 2025-06-07T03:02:41 | iot | FireEye HX v4.5.0 | low | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat sensor_spoofing Associated Threat Actor: TA505 noise=RmlnaHQu | {
"geo_location": "Fiji",
"device_hash": "385e0960e2eeaf0da94a6b328e0712ad",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0)",
"session_id": "5f5d8108-0a2d-4524-9552-20b090664ac9",
"risk_score": 56.09,
"confidence": 0.6
} | null | null | null | null | null | Associated Threat Actor: TA505 | IoT device Thermostat sensor_spoofing Associated Threat Actor: TA505 | sensor_spoofing | null | null | null | null | null | null | null | Thermostat | iot-39cb9cfc | 1.6 | null | null | null | null | null | null | null | null | null | null |
f84683c2-1f0c-4860-9ff2-9d7a1c1eaaa6 | 2025-02-04T22:13:07 | ids_alert | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|high| desc=Palo Alto Cortex Alert: Fileless Attack detected from 151.85.243.201 targeting 41.55.66.103 No additional info noise=main/category/categories | {
"geo_location": "Faroe Islands",
"device_hash": "8c334771d09bea2afcf880bf249d2b168ce4f9c2e396687e665e4beea96e8a87",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_8_1 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) CriOS/16.0.874.0 Mobile/44O454 Safari/536.0",
"session_id": "bc781d16-deba-48fe-9a94-a39166459ed9",
"risk_score": 60.63,
"confidence": 0.34
} | 151.85.243.201 | 41.55.66.103 | Fileless Attack | SIG-6216 | Exploit | No additional info | Palo Alto Cortex Alert: Fileless Attack detected from 151.85.243.201 targeting 41.55.66.103 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
699a5efb-058e-464e-aebc-a8fd368a3c24 | 2025-01-17T04:12:27 | endpoint | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_stop /item/collection.gif by tarabrown No additional info | {
"geo_location": "Suriname",
"device_hash": "a3f6fb4d3d0bc8844f9bd7e2789bf5135f6e3e7b",
"user_agent": "Opera/8.21.(Windows NT 6.1; mi-NZ) Presto/2.9.177 Version/11.00",
"session_id": "a035a8a9-74b7-4ebd-90dc-68550a8813ac",
"risk_score": 19.38,
"confidence": 0.23
} | null | null | null | null | null | No additional info | Endpoint process_stop /item/collection.gif by tarabrown No additional info | process_stop | null | null | tarabrown | /item/collection.gif | 3,421 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ebb4b3ce-3cfa-460e-8051-2750bd1c7f6a | 2025-01-28T05:45:07 | endpoint | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task cultural by rriggs MITRE Technique: T1110.003 | {
"geo_location": "Christmas Island",
"device_hash": "d452a14fd264ae22ebd90eaad1ca7f8ec9f925c2c15b54852e3e837a99a4c61a",
"user_agent": "Opera/9.81.(X11; Linux x86_64; te-IN) Presto/2.9.160 Version/11.00",
"session_id": "8728b95a-8f3d-40c7-859d-f5e180a5caea",
"risk_score": 69.12,
"confidence": 0.61
} | null | null | null | null | null | MITRE Technique: T1110.003 | Endpoint scheduled_task cultural by rriggs MITRE Technique: T1110.003 | scheduled_task | null | null | rriggs | cultural | 5,444 | explorer.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3e33d188-935a-41a8-8389-1039c4978871 | 2025-06-12T17:35:52 | cloud | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in GCP by veronicacarter No additional info noise=person|smile|former | {
"geo_location": "United States of America",
"device_hash": "eda559ccafa1197462b2ca24f8e554b4",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/8938-09-27 00:27:04 Firefox/3.8",
"session_id": "5258d136-15aa-491c-a80c-2822149741c2",
"risk_score": 84.35,
"confidence": 0.95
} | null | null | null | null | null | No additional info | Cloud api_abuse in GCP by veronicacarter No additional info | api_abuse | null | null | veronicacarter | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-c68dde0c |
c3a17f81-2f02-4b15-9142-0c2c5b1dd30f | 2025-05-18T00:24:04 | ai | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by browndaniel No additional info | {
"geo_location": "Macao",
"device_hash": "4c95ce4f40da1a3a510717d4856f6015",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/533.7.6 (KHTML, like Gecko) Version/4.0 Safari/533.7.6",
"session_id": "f6426cc1-4049-4a62-9216-eecaf30faa53",
"risk_score": 69.95,
"confidence": 0.03
} | null | null | null | null | null | No additional info | AI system adversarial_input by browndaniel No additional info | adversarial_input | null | null | browndaniel | null | null | null | null | null | null | null | null | null | null | null | null | model-380e08e5 | 4aad48ea82d08d99c060eed11856fb032f8ba644 | c5346e857ee88bc4cfc5485ede3a68032eed8cb7 | null | null |
cab08a12-8b8b-4bca-8dea-7c24e9385900 | 2025-03-20T15:52:24 | iot | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera firmware_update MITRE Technique: T1059.001 | {
"geo_location": "Solomon Islands",
"device_hash": "bc46f8b18f595bd34a77f7ecc7f1786e050d031f8f6d6181b8e934390fa6d538",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/9629-01-13 14:14:12 Firefox/3.8",
"session_id": "9af45c33-315e-4fc5-b958-b468f42f5f7e",
"risk_score": 67.02,
"confidence": 0.07
} | null | null | null | null | null | MITRE Technique: T1059.001 | IoT device Camera firmware_update MITRE Technique: T1059.001 | firmware_update | null | null | null | null | null | null | null | Camera | iot-9e91bd83 | 7.2 | null | null | null | null | null | null | null | null | null | null |
ad3c79ef-a1d6-4569-947e-e46b314e7dc9 | 2025-03-29T12:56:37 | ids_alert | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|critical| desc=Darktrace Alert: XSS detected from 10.228.131.248 targeting N/A MITRE Technique: T1204.002 | {
"geo_location": "Chile",
"device_hash": "00424e6756df6617e41141ecebf6e24586e3026284196f4f5845cf36cdcc7f1d",
"user_agent": "Opera/8.13.(Windows 95; uz-UZ) Presto/2.9.168 Version/11.00",
"session_id": "92fa5e05-de98-494e-818e-52986b6a6415",
"risk_score": 34.55,
"confidence": 0.38
} | 10.228.131.248 | N/A | XSS | SIG-7028 | Policy | MITRE Technique: T1204.002 | Darktrace Alert: XSS detected from 10.228.131.248 targeting N/A 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 |
da9d15cc-a442-414e-ab73-a3144741f468 | 2025-06-19T22:45:38 | ids_alert | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|critical| desc=QRadar Alert: MFA Bypass detected from 69.248.63.89 targeting N/A MITRE Technique: T1486 | {
"geo_location": "Korea",
"device_hash": "2d070dc4e2bafa075ad11dc9cd078af4",
"user_agent": "Opera/9.17.(Windows NT 5.01; mk-MK) Presto/2.9.177 Version/10.00",
"session_id": "33902ced-6167-4822-9866-8a76d2a0ec8b",
"risk_score": 70.77,
"confidence": 0.98
} | 69.248.63.89 | N/A | MFA Bypass | SIG-2585 | Policy | MITRE Technique: T1486 | QRadar Alert: MFA Bypass detected from 69.248.63.89 targeting N/A MITRE Technique: T1486 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
04a87081-8b3f-467e-920d-920e04a7933f | 2025-02-03T07:40:07 | ids_alert | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|high| desc=LogRhythm Alert: ICS Attack detected from 164.147.99.141 targeting 31.199.198.33 Associated Threat Actor: FIN7 | {
"geo_location": "Indonesia",
"device_hash": "5d89b13a4ad31c21e913783ba53391910cbf01cd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/5.1)",
"session_id": "363c5248-2dc6-4d88-8e60-f4deb307a98a",
"risk_score": 68.92,
"confidence": 0.41
} | 164.147.99.141 | 31.199.198.33 | ICS Attack | SIG-4722 | Malware | Associated Threat Actor: FIN7 | LogRhythm Alert: ICS Attack detected from 164.147.99.141 targeting 31.199.198.33 Associated Threat Actor: FIN7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
47aedaa2-2528-4cf2-b23b-e742a3d8acf3 | 2025-02-04T23:19:42 | cloud | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in Alibaba by smithtammy No additional info | {
"geo_location": "Zambia",
"device_hash": "9805c5ac165474a5e421f2de53443a84",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/5.1)",
"session_id": "4a01fed2-d912-41a7-8ef5-121ff70c5fbd",
"risk_score": 80.19,
"confidence": 0.64
} | null | null | null | null | null | No additional info | Cloud lambda_execution in Alibaba by smithtammy No additional info | lambda_execution | null | null | smithtammy | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-8b1993a9 |
4d0e4e83-e567-4fee-8ec1-bf4c9f8c7e17 | 2025-03-02T07:59:13 | iot | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical physical_tamper No additional info | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "bf0c39b975e378fc250350cc402bec05e42aa70439d255419bbb39d49ac16344",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_3 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/16.9a3970.0 Mobile/40S905 Safari/535.1",
"session_id": "11b02d03-2548-4cc6-b479-65429ffd6a3f",
"risk_score": 60.28,
"confidence": 0.22
} | null | null | null | null | null | No additional info | IoT device Medical physical_tamper No additional info | physical_tamper | null | null | null | null | null | null | null | Medical | iot-0e83c23c | 2.0 | null | null | null | null | null | null | null | null | null | null |
f529e5ed-f478-4363-98ca-77be2733dc46 | 2025-03-20T13:27:54 | endpoint | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_stop /less/free.wav by iberg MITRE Technique: T1190 | {
"geo_location": "United States Virgin Islands",
"device_hash": "6f001ca02a9297c29a27be79dc0d143b27a4ea0f",
"user_agent": "Opera/8.79.(X11; Linux x86_64; nhn-MX) Presto/2.9.168 Version/10.00",
"session_id": "5522181e-c483-49b3-be6b-bf5389b294c2",
"risk_score": 28.62,
"confidence": 0.49
} | null | null | null | null | null | MITRE Technique: T1190 | Endpoint process_stop /less/free.wav by iberg MITRE Technique: T1190 | process_stop | null | null | iberg | /less/free.wav | 7,178 | powershell.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6b5ae374-d746-4cbf-8729-c9268b0e78a8 | 2025-07-05T11:59:49 | ids_alert | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|low| desc=Trellix Alert: DDoS detected from 39.251.97.212 targeting 190.171.140.59 MITRE Technique: T1547.001 | {
"geo_location": "Sweden",
"device_hash": "d3406818178f5ecc7cb43041a9213e5b00c78325c68729fddbd25472acbd5e69",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_0 rv:2.0; ml-IN) AppleWebKit/535.37.7 (KHTML, like Gecko) Version/4.0 Safari/535.37.7",
"session_id": "2b1606bb-bf3e-41b0-976a-f8ed4e80c5fe",
"risk_score": 44.18,
"confidence": 0.35
} | 39.251.97.212 | 190.171.140.59 | DDoS | SIG-5671 | Policy | MITRE Technique: T1547.001 | Trellix Alert: DDoS detected from 39.251.97.212 targeting 190.171.140.59 MITRE Technique: T1547.001 | null | null | null | null | null | null | null | {
"baseline_deviation": 1.93,
"entropy": 4.98,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
657ef17f-9280-4636-961c-edefc9d980ed | 2025-03-19T20:58:38 | network | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|low| desc=Network data_exfiltration from 10.145.213.146 to 102.120.242.26 MITRE Technique: T1059.005 | {
"geo_location": "Malawi",
"device_hash": "759b1168584168e3e471b9a9022f313904582531",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/531.49.5 (KHTML, like Gecko) Version/5.1 Safari/531.49.5",
"session_id": "8e27c357-ef94-498a-920b-f68fa6a886a4",
"risk_score": 43.23,
"confidence": 0.83
} | 10.145.213.146 | 102.120.242.26 | null | null | null | MITRE Technique: T1059.005 | Network data_exfiltration from 10.145.213.146 to 102.120.242.26 MITRE Technique: T1059.005 | data_exfiltration | 652,766 | UDP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f8170dea-f22d-48fc-b85b-b471ea039e9c | 2025-05-07T20:45:26 | cloud | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud lambda_execution in AWS by dustin11 No additional info | {
"geo_location": "Portugal",
"device_hash": "6c65e62fef5bc490f472c2a9fead1dfdac077570f1ccc1082641aa1dc745d0f4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.01; Trident/3.0)",
"session_id": "29630994-a13f-4ed4-a2b8-38f9c52bcf9f",
"risk_score": 79.4,
"confidence": 0.42
} | null | null | null | null | null | No additional info | Cloud lambda_execution in AWS by dustin11 No additional info | lambda_execution | null | null | dustin11 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | AWS | res-ff93064f |
88e9bc9c-e21b-4bb3-bd66-f3f514afeefe | 2025-03-04T20:40:55 | firewall | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall inspect RDP traffic from 80.24.74.76:973 to 204.199.170.40:125 No additional info | {
"geo_location": "Venezuela",
"device_hash": "d8f79c668f5e6435d3d8ef77ca398cf3c6fe3a0d",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_5) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/17.0.805.0 Safari/532.0",
"session_id": "45a63729-a02f-4ce7-8b4a-c78dfe1b1717",
"risk_score": 65.37,
"confidence": 0.08
} | 80.24.74.76 | 204.199.170.40 | null | null | null | No additional info | Firewall inspect RDP traffic from 80.24.74.76:973 to 204.199.170.40:125 No additional info | inspect | 286,753 | RDP | null | null | null | null | null | null | null | null | 973 | 125 | 3,172 | null | null | null | null | null | null | null |
f8688756-ad51-4c41-92bb-b178a5dfd3dd | 2025-04-29T11:07:11 | auth | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|high| desc=Auth locked for stokesemily via key from 140.21.165.137 MITRE Technique: T1566.001 | {
"geo_location": "Guatemala",
"device_hash": "a3d5b8eda531a64fba09f902c7ce24f74a53e54758bc024c06dd0776fbec5307",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/531.23.5 (KHTML, like Gecko) Version/4.0.3 Safari/531.23.5",
"session_id": "d6d4ef60-8e66-4663-9afb-79851594b5a0",
"risk_score": 32.8,
"confidence": 0.14
} | 140.21.165.137 | null | null | null | null | MITRE Technique: T1566.001 | Auth locked for stokesemily via key from 140.21.165.137 MITRE Technique: T1566.001 | locked | null | null | stokesemily | null | null | null | null | null | null | null | null | null | null | key | e0:7b:04:45:a5:03 | null | null | null | null | null |
ceebf473-7e42-4f10-8cf3-7fd04c5eba7e | 2025-03-21T14:52:03 | endpoint | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec capital by qharris No additional info | {
"geo_location": "New Zealand",
"device_hash": "88f8ec27f4830abe83b0ee23af7ddf9bfc86ff9526a5ab9135b4ce23300b307a",
"user_agent": "Opera/9.15.(X11; Linux i686; shs-CA) Presto/2.9.179 Version/12.00",
"session_id": "d04d46e3-9540-4c0b-a59b-5f10c49d29b2",
"risk_score": 72.43,
"confidence": 0.06
} | null | null | null | null | null | No additional info | Endpoint wmi_exec capital by qharris No additional info | wmi_exec | null | null | qharris | capital | 4,000 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f4d8a8bc-70a6-4f60-8f37-70aacf57de2b | 2025-03-30T20:00:03 | ids_alert | Carbon Black v7.8.0 | emergency | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|emergency| desc=Carbon Black Alert: MFA Bypass detected from 177.3.5.139 targeting 98.191.140.124 No additional info noise=raise|civil|task | {
"geo_location": "Iran",
"device_hash": "6fe91d0d9177a5d2d85d2d49312a1992",
"user_agent": "Mozilla/5.0 (Android 12; Mobile; rv:56.0) Gecko/56.0 Firefox/56.0",
"session_id": "91ca16c8-e5bd-4545-aca6-6e4b6e9c288b",
"risk_score": 58.7,
"confidence": 0.6
} | 177.3.5.139 | 98.191.140.124 | MFA Bypass | SIG-4304 | Policy | No additional info | Carbon Black Alert: MFA Bypass detected from 177.3.5.139 targeting 98.191.140.124 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6aaa342c-63bb-4c85-a7b4-6d829270d6f2 | 2025-05-01T05:09:00 | ai | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|low| desc=AI system model_inversion by melissajones No additional info | {
"geo_location": "Cayman Islands",
"device_hash": "51f50c99e0706d5f08b7cec4dcb0f95fab0459248f827fbca3285963f070d62f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.01; Trident/5.1)",
"session_id": "00dccf45-ad42-48c9-bc68-0db5f1bd1f8f",
"risk_score": 62.86,
"confidence": 0.55
} | null | null | null | null | null | No additional info | AI system model_inversion by melissajones No additional info | model_inversion | null | null | melissajones | null | null | null | {
"baseline_deviation": 0.56,
"entropy": 2.06,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | model-b8b26a22 | 0fee5539a4556dfd380a9714d55f3a80933a0091 | 24f0ca74584db7bbc067e1d29e36fb8933282430 | null | null |
aa3a7930-8804-4585-bbd9-230fdd361b84 | 2025-02-09T03:30:53 | 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 176.166.84.165 to 213.136.239.131 No additional info | {
"geo_location": "Togo",
"device_hash": "947fae00a30192c463feea3365a420f30e9ef7f2",
"user_agent": "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/58.0.808.0 Safari/536.0",
"session_id": "f4f7fbb5-1b45-4b9d-973a-09d8115f64c4",
"risk_score": 58.61,
"confidence": 0.38
} | 176.166.84.165 | 213.136.239.131 | null | null | null | No additional info | Network bandwidth_usage from 176.166.84.165 to 213.136.239.131 No additional info | bandwidth_usage | 133,374 | HTTPS | null | null | null | null | {
"baseline_deviation": 1.79,
"entropy": 5.23,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
2394ad85-3230-4222-995f-0277d1adb4e4 | 2025-07-01T04:27:52 | network | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|medium| desc=Network protocol_anomaly from 186.79.201.0 to 84.77.51.209 MITRE Technique: T1078.004 | {
"geo_location": "Hungary",
"device_hash": "9df1dca89748d7dfb22cc34e289a2727",
"user_agent": "Opera/8.33.(X11; Linux x86_64; de-AT) Presto/2.9.160 Version/10.00",
"session_id": "0381f6dd-9b82-4db0-a6e7-bc8449474617",
"risk_score": 39.13,
"confidence": 0.16
} | 186.79.201.0 | 84.77.51.209 | null | null | null | MITRE Technique: T1078.004 | Network protocol_anomaly from 186.79.201.0 to 84.77.51.209 MITRE Technique: T1078.004 | protocol_anomaly | 26,291 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
725c95e3-d5c5-4f48-8930-60575f132f0f | 2025-01-24T04:36:15 | ids_alert | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|medium| desc=Tanium Alert: Supply Chain Compromise detected from 210.137.211.136 targeting 47.183.154.71 MITRE Technique: T1059.001 | Obfuscated payload detected | {
"geo_location": "Congo",
"device_hash": "cc6bf88acd3e28cc59fbbfe7eb636764",
"user_agent": "Opera/8.59.(Windows NT 10.0; cv-RU) Presto/2.9.172 Version/10.00",
"session_id": "3de65969-0bf4-4682-b841-bb8896baa6e0",
"risk_score": 47.71,
"confidence": 0.82
} | 210.137.211.136 | 47.183.154.71 | Supply Chain Compromise | SIG-3107 | Policy | MITRE Technique: T1059.001 | Obfuscated payload detected | Tanium Alert: Supply Chain Compromise detected from 210.137.211.136 targeting 47.183.154.71 MITRE Technique: T1059.001 | Obfuscated payload detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b4f2efce-1743-4157-b212-246d8182af3d | 2025-06-09T04:16:36 | cloud | Tanium v7.4.0 | info | CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in Alibaba by michele64 Associated Threat Actor: Leafminer | {
"geo_location": "Tajikistan",
"device_hash": "ae64513e2b660d69f67bbe3850a0206d7186c7b0de8f26102220a505ddda9f86",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/5.1)",
"session_id": "3eceade4-5933-4762-807c-758f56f7fa09",
"risk_score": 69.95,
"confidence": 0.69
} | null | null | null | null | null | Associated Threat Actor: Leafminer | Cloud crypto_mining in Alibaba by michele64 Associated Threat Actor: Leafminer | crypto_mining | null | null | michele64 | null | null | null | {
"baseline_deviation": 0.7,
"entropy": 6.98,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-327ed65f |
cd8b1232-b02c-40de-9fbb-610daccb5d12 | 2025-03-11T07:28:46 | ids_alert | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|low| desc=Darktrace Alert: AI Model Poisoning detected from 218.5.236.48 targeting N/A No additional info | {
"geo_location": "Mexico",
"device_hash": "4963e16408c01dccb7d1fb708d39421f046474f6",
"user_agent": "Mozilla/5.0 (Android 2.0; Mobile; rv:15.0) Gecko/15.0 Firefox/15.0",
"session_id": "786ba40d-6618-470d-b65d-1a5d7531c370",
"risk_score": 65.25,
"confidence": 0.57
} | 218.5.236.48 | N/A | AI Model Poisoning | SIG-6371 | Policy | No additional info | Darktrace Alert: AI Model Poisoning detected from 218.5.236.48 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 |
e5b0c6e5-c2c3-4eb2-82ea-a4266995b98a | 2025-04-20T18:27:56 | network | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|low| desc=Network beaconing from 78.192.17.76 to 10.10.64.0 No additional info | {
"geo_location": "Venezuela",
"device_hash": "a4c8ea578b47b21eded0e5071e75d24a1eb8c46d578cea79cc7e2cfa6671532e",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/531.2.7 (KHTML, like Gecko) Version/4.0.4 Safari/531.2.7",
"session_id": "12ad50d9-0aa5-4682-965a-5f7e14f31789",
"risk_score": 70.92,
"confidence": 0.42
} | 78.192.17.76 | 10.10.64.0 | null | null | null | No additional info | Network beaconing from 78.192.17.76 to 10.10.64.0 No additional info | beaconing | 964,779 | HTTPS | null | null | null | null | {
"baseline_deviation": 2.91,
"entropy": 6.28,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
9cd2bc6e-ae36-4484-bc3f-a81022174269 | 2022-05-15T15:41:48 | network | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|critical| desc=Network disconnection from 64.217.120.106 to 77.207.225.206 MITRE Technique: T1190 | {
"geo_location": "Antigua and Barbuda",
"device_hash": "dfc8477a0e0d2004119ae19c4003d91786f1322ad746d2a91d5e950fe08b772d",
"user_agent": "Mozilla/5.0 (Windows NT 5.01) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/52.0.886.0 Safari/536.2",
"session_id": "4f5090e5-e5f3-45c7-aa0e-c056257594c0",
"risk_score": 26.74,
"confidence": 0.62
} | 64.217.120.106 | 77.207.225.206 | null | null | null | MITRE Technique: T1190 | Network disconnection from 64.217.120.106 to 77.207.225.206 MITRE Technique: T1190 | disconnection | 197,689 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
da9b6e2f-386a-4251-82ca-8a809bad8214 | 2025-04-28T13:31:23 | 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 157.151.53.40 targeting 20.60.14.239 MITRE Technique: T1190 | {
"geo_location": "Sri Lanka",
"device_hash": "59b3899125a2fd32e059e42c8b55322fb3e7dd51",
"user_agent": "Mozilla/5.0 (Linux; Android 9) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/35.0.883.0 Safari/534.1",
"session_id": "f6ba6147-7ccb-4f3e-9e88-ba732b116393",
"risk_score": 16.46,
"confidence": 0.06
} | 157.151.53.40 | 20.60.14.239 | Living-off-the-Land | SIG-6812 | Recon | MITRE Technique: T1190 | QRadar Alert: Living-off-the-Land detected from 157.151.53.40 targeting 20.60.14.239 MITRE Technique: T1190 | null | null | null | null | null | null | null | {
"baseline_deviation": 2.51,
"entropy": 4.23,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
a83c4d5a-154e-4987-a367-7d8b71e333de | 2025-03-02T18:36:03 | iot | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera protocol_violation No additional info | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "fd30ae56d899b07abe8bd173a666d008ad2618db",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; fi-FI) AppleWebKit/531.50.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6531.50.1",
"session_id": "46d2378c-bcf0-40d3-b02f-045d8bd49ce1",
"risk_score": 69.04,
"confidence": 0.32
} | null | null | null | null | null | No additional info | IoT device Camera protocol_violation No additional info | protocol_violation | null | null | null | null | null | null | null | Camera | iot-fc86effb | 6.1 | null | null | null | null | null | null | null | null | null | null |
6a70d12c-5068-42e1-95ea-d57eebd2aa11 | 2025-06-15T18:43:06 | endpoint | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint powershell_exec /Mr/feeling.tiff by gabriellaking No additional info | {
"geo_location": "United States Minor Outlying Islands",
"device_hash": "10d5d90e744c523da6dde8e111f47a95",
"user_agent": "Opera/8.32.(X11; Linux x86_64; li-BE) Presto/2.9.169 Version/12.00",
"session_id": "9d7376be-262b-46ec-bac9-36855fefd7ea",
"risk_score": 43.84,
"confidence": 0.34
} | null | null | null | null | null | No additional info | Endpoint powershell_exec /Mr/feeling.tiff by gabriellaking No additional info | powershell_exec | null | null | gabriellaking | /Mr/feeling.tiff | 1,029 | cmd.exe | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dd2eaccc-e5f8-412e-90c2-c13636c76606 | 2025-07-10T06:10:22 | ids_alert | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|medium| desc=Splunk Alert: DNS Tunneling detected from 221.122.240.136 targeting N/A No additional info | {
"geo_location": "Moldova",
"device_hash": "7cf8f1e7758661ef5e4af1567c0dcc3d844aeaa0",
"user_agent": "Mozilla/5.0 (Android 2.2.1; Mobile; rv:15.0) Gecko/15.0 Firefox/15.0",
"session_id": "a500a723-1723-4faa-af8f-ebf64e35d34b",
"risk_score": 44.71,
"confidence": 0.72
} | 221.122.240.136 | N/A | DNS Tunneling | SIG-1827 | Recon | No additional info | Splunk Alert: DNS Tunneling detected from 221.122.240.136 targeting N/A No additional info | null | null | null | null | null | null | null | {
"baseline_deviation": 2.9,
"entropy": 3.59,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
ea6d172a-8766-4bd3-94c7-4d8b0b99e172 | 2025-03-27T22:45:53 | cloud | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud lambda_execution in GCP by vmyers MITRE Technique: T1543.003 | {
"geo_location": "Taiwan",
"device_hash": "94e186e24138ac7ddfb7bca1ac962927f14bdd6c",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_3 rv:4.0; am-ET) AppleWebKit/532.14.3 (KHTML, like Gecko) Version/4.0.2 Safari/532.14.3",
"session_id": "40bf27ff-4329-4335-8785-9e8f5fd4ad35",
"risk_score": 53.91,
"confidence": 0.17
} | null | null | null | null | null | MITRE Technique: T1543.003 | Cloud lambda_execution in GCP by vmyers MITRE Technique: T1543.003 | lambda_execution | null | null | vmyers | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | GCP | res-f9cef0a4 |
0443378a-595f-4da5-a2c6-615ede751741 | 2025-03-07T10:54:09 | network | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|critical| desc=Network data_exfiltration from 56.14.250.13 to 168.75.159.96 Associated Threat Actor: Scattered Spider noise=as|effort|food | {
"geo_location": "Nauru",
"device_hash": "ab67bb9ffefae89e043b5f3ff96e05a6335b2f52",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/533.36.2 (KHTML, like Gecko) Version/5.1 Safari/533.36.2",
"session_id": "275dd141-9b5b-4e9b-b8f9-907afc2dd861",
"risk_score": 58.61,
"confidence": 0.79
} | 56.14.250.13 | 168.75.159.96 | null | null | null | Associated Threat Actor: Scattered Spider | Network data_exfiltration from 56.14.250.13 to 168.75.159.96 Associated Threat Actor: Scattered Spider | data_exfiltration | 100,245 | HTTP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4e147e34-73f4-4266-a283-0866771015dd | 2025-05-15T20:16:18 | auth | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|low| desc=Auth bypass for aaronholloway via SAML from 180.167.203.241 MITRE Technique: T1543.003 | {
"geo_location": "Central African Republic",
"device_hash": "0c5576996ca412196386d81992408a7412e002386e4e62bd7087c83a2f6bbf07",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/5.1)",
"session_id": "a603e852-b61c-48eb-bc65-0d47513d2781",
"risk_score": 29.78,
"confidence": 0.75
} | 180.167.203.241 | null | null | null | null | MITRE Technique: T1543.003 | Auth bypass for aaronholloway via SAML from 180.167.203.241 MITRE Technique: T1543.003 | bypass | null | null | aaronholloway | null | null | null | null | null | null | null | null | null | null | SAML | 55:2d:30:19:ec:84 | null | null | null | null | null |
e1b3a24b-18a8-4d97-94b5-b29b4a081cdd | 2025-07-10T05:37:47 | iot | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|high| desc=IoT device Sensor firmware_update Associated Threat Actor: DarkSide noise=F7E8B16C | {
"geo_location": "Philippines",
"device_hash": "40db3cb5c8c6681895acd53ea755833b12c2d85091c9edbf62a26e5badad45a1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/3.0)",
"session_id": "028cfffc-0517-4721-8571-f502b8e5bee0",
"risk_score": 84.53,
"confidence": 0.83
} | null | null | null | null | null | Associated Threat Actor: DarkSide | IoT device Sensor firmware_update Associated Threat Actor: DarkSide | firmware_update | null | null | null | null | null | null | null | Sensor | iot-81853edb | 10.3 | null | null | null | null | null | null | null | null | null | null |
662b3579-45a6-449e-8fb5-b31164b17020 | 2025-01-14T09:28:27 | iot | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|high| desc=IoT device Medical command_injection MITRE Technique: T1574.002 | {
"geo_location": "Equatorial Guinea",
"device_hash": "36fc196144e3b1e9a2cd0f0ba2e9c1abcac0b169",
"user_agent": "Opera/9.25.(X11; Linux x86_64; ml-IN) Presto/2.9.186 Version/10.00",
"session_id": "2cd3c229-8d77-49a4-9768-2d2a467830e0",
"risk_score": 53.18,
"confidence": 0.26
} | null | null | null | null | null | MITRE Technique: T1574.002 | IoT device Medical command_injection MITRE Technique: T1574.002 | command_injection | null | null | null | null | null | null | null | Medical | iot-845dc702 | 2.1 | null | null | null | null | null | null | null | null | null | null |
cbf2196c-f2e1-4eb4-a770-6af5f8aecd83 | 2025-03-13T20:12:11 | iot | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|info| desc=IoT device HVAC side_channel No additional info | {
"geo_location": "Luxembourg",
"device_hash": "fd7e76cf76c9343f5d1550e8af538dce",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/5.1)",
"session_id": "98ca35e8-f86b-4d5d-8e5f-d672bffdee2d",
"risk_score": 68.14,
"confidence": 0.78
} | null | null | null | null | null | No additional info | IoT device HVAC side_channel No additional info | side_channel | null | null | null | null | null | null | null | HVAC | iot-2976e9c7 | 9.1 | null | null | null | null | null | null | null | null | null | null |
5d09de11-e80d-45f0-80c0-c534787514a1 | 2025-07-06T15:25:00 | firewall | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop HTTP traffic from 49.13.141.161:692 to 168.202.234.129:181 MITRE Technique: T1059.001 | Associated Threat Actor: APT38 noise=tag/explore | {
"geo_location": "Vietnam",
"device_hash": "1b5ebd138f8ba37662aab45f53d363d122a1ba33",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; ne-NP) AppleWebKit/533.8.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B116 Safari/6533.8.3",
"session_id": "260acbfb-bb76-4a37-a723-43e53bc4045a",
"risk_score": 49.71,
"confidence": 0.65
} | 49.13.141.161 | 168.202.234.129 | null | null | null | MITRE Technique: T1059.001 | Associated Threat Actor: APT38 | Firewall drop HTTP traffic from 49.13.141.161:692 to 168.202.234.129:181 MITRE Technique: T1059.001 | Associated Threat Actor: APT38 | drop | 203,266 | HTTP | null | null | null | null | null | null | null | null | 692 | 181 | 890 | null | null | null | null | null | null | null |
7f981a79-f704-4964-a964-467eb011949e | 2023-02-19T04:38:48 | cloud | Suricata v6.0.10 | medium | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|medium| desc=Cloud container_escape in Azure by joshuaolson No additional info | {
"geo_location": "Croatia",
"device_hash": "b779063737e0a1e196968f642310776569fb7135",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 95; Trident/3.1)",
"session_id": "b43e2016-2b45-4345-9d38-443b3e579a1e",
"risk_score": 79.34,
"confidence": 0.27
} | null | null | null | null | null | No additional info | Cloud container_escape in Azure by joshuaolson No additional info | container_escape | null | null | joshuaolson | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Azure | res-f1f76c6a |
9209d1e2-b983-463b-b8c2-604616f4c96b | 2025-03-30T15:53:12 | firewall | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall inspect NTP traffic from 55.82.48.50:961 to 120.106.157.232:201 No additional info | {
"geo_location": "Madagascar",
"device_hash": "fc4375e23e05636185b98be8b44c40948332b318",
"user_agent": "Mozilla/5.0 (Linux; Android 5.1.1) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/37.0.812.0 Safari/532.2",
"session_id": "8cb76bda-a527-41ea-ac73-678946388ac1",
"risk_score": 44.98,
"confidence": 0.27
} | 55.82.48.50 | 120.106.157.232 | null | null | null | No additional info | Firewall inspect NTP traffic from 55.82.48.50:961 to 120.106.157.232:201 No additional info | inspect | 145,957 | NTP | null | null | null | null | null | null | null | null | 961 | 201 | 2,482 | null | null | null | null | null | null | null |
e8860fb9-701e-463a-9c2b-1d95e557d3e7 | 2025-04-05T11:45:50 | auth | Trellix v10.7.0 | high | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|high| desc=Auth success for barnesshawna via OAuth from 108.204.26.207 No additional info noise=18C7B8E8 | {
"geo_location": "Brazil",
"device_hash": "0d9cfb78f4b48d67dbaf87a24fa9da38ecaba754",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; bg-BG; rv:1.9.0.20) Gecko/5628-08-24 11:32:28 Firefox/3.8",
"session_id": "5bdf18f6-9353-4d86-b2a6-c85698b3e1b3",
"risk_score": 39.69,
"confidence": 0.63
} | 108.204.26.207 | null | null | null | null | No additional info | Auth success for barnesshawna via OAuth from 108.204.26.207 No additional info | success | null | null | barnesshawna | null | null | null | null | null | null | null | null | null | null | OAuth | 63:71:eb:83:fb:65 | null | null | null | null | null |
713eacfc-447b-43aa-a79e-fb4e8455bc74 | 2025-04-28T15:44:29 | network | Zeek v5.0.0 | low | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|low| desc=Network beaconing from 65.199.115.51 to 105.179.221.213 MITRE Technique: T1218.011 noise=F2AD99CB | {
"geo_location": "Nicaragua",
"device_hash": "8e42096ec53ef7dd73c33cf3d20e3634d54122f23680d1e15e79ebde158a38da",
"user_agent": "Opera/9.10.(Windows NT 5.0; tl-PH) Presto/2.9.175 Version/11.00",
"session_id": "2dc45399-5d5d-40cb-83fe-a5575c149f51",
"risk_score": 28.74,
"confidence": 0.23
} | 65.199.115.51 | 105.179.221.213 | null | null | null | MITRE Technique: T1218.011 | Network beaconing from 65.199.115.51 to 105.179.221.213 MITRE Technique: T1218.011 | beaconing | 732,760 | TCP | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
65078093-00c2-4e4e-8b27-ab32e84dd817 | 2025-06-23T03:43:11 | ai | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|low| desc=AI system membership_inference by warrenjulia MITRE Technique: T1059.001 | {
"geo_location": "Wallis and Futuna",
"device_hash": "fdccab93a345aeb7910f713367778794cb408381",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) CriOS/56.0.885.0 Mobile/70G549 Safari/535.1",
"session_id": "b80dc690-623c-401c-b82b-552bb955f7e2",
"risk_score": 82.34,
"confidence": 0.06
} | null | null | null | null | null | MITRE Technique: T1059.001 | AI system membership_inference by warrenjulia MITRE Technique: T1059.001 | membership_inference | null | null | warrenjulia | null | null | null | null | null | null | null | null | null | null | null | null | model-5255bf97 | a218c135667724620b1992dc8a8d25428656c8c2 | c3accc89859f5e73c059e926e584d815 | null | null |
6d57016b-1bfb-47be-8671-cc0d990e864a | 2025-02-04T12:44:55 | firewall | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|high| desc=Firewall drop NTP traffic from 81.60.48.225:771 to 10.53.103.248:467 No additional info | {
"geo_location": "Latvia",
"device_hash": "03896a35812e55b84f0a25f609f7974e96087b80",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/3.1)",
"session_id": "15aaeb10-ee86-4914-a1d8-4e8c35c52c39",
"risk_score": 30.84,
"confidence": 0.32
} | 81.60.48.225 | 10.53.103.248 | null | null | null | No additional info | Firewall drop NTP traffic from 81.60.48.225:771 to 10.53.103.248:467 No additional info | drop | 771,373 | NTP | null | null | null | null | null | null | null | null | 771 | 467 | 743 | null | null | null | null | null | null | null |
8437cf32-6687-44e3-a6b0-d4a45029a04b | 2025-04-18T15:07:11 | cloud | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|info| desc=Cloud api_abuse in OCI by qjohns Unconventional IOC: Unusual DNS TXT records | {
"geo_location": "Faroe Islands",
"device_hash": "c4f314622facd9d0beb883e7b55e77499dcc5c22",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_3) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/43.0.801.0 Safari/536.1",
"session_id": "474392f6-b27a-4c8f-b40d-d05cbf7d3cf7",
"risk_score": 63.92,
"confidence": 0.69
} | null | null | null | null | null | Unconventional IOC: Unusual DNS TXT records | Cloud api_abuse in OCI by qjohns Unconventional IOC: Unusual DNS TXT records | api_abuse | null | null | qjohns | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OCI | res-ed591330 |
78196b77-f82a-4e5a-95ea-4b3be317f7eb | 2025-06-29T16:01:03 | iot | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor command_injection No additional info | {
"geo_location": "Namibia",
"device_hash": "987496633cf52bfe4f6a4de2783101b24c7ca49a92c9f6cf725807ad4bd8916c",
"user_agent": "Mozilla/5.0 (Windows NT 6.1; de-CH; rv:1.9.0.20) Gecko/9765-02-02 12:28:40 Firefox/3.8",
"session_id": "f8ea6f46-3822-4086-9fde-efb8b9063fc2",
"risk_score": 61.53,
"confidence": 0.99
} | null | null | null | null | null | No additional info | IoT device Sensor command_injection No additional info | command_injection | null | null | null | null | null | null | null | Sensor | iot-377972a5 | 7.8 | null | null | null | null | null | null | null | null | null | null |
62dbda9a-2ebf-4b64-9a1a-2313070d35e5 | 2025-02-06T00:34:01 | network | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 10.102.136.35 to 30.179.46.203 Associated Threat Actor: APT29 | {
"geo_location": "Saint Kitts and Nevis",
"device_hash": "d13a6b3df28a3fbfc424d73c98a4cf3a4121e849bfd438f9dc8541d5342c98c9",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_4 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) FxiOS/9.5f3042.0 Mobile/94G212 Safari/531.2",
"session_id": "0cdf4e8e-f379-4f73-886f-d0eba437a70e",
"risk_score": 81.93,
"confidence": 0.5
} | 10.102.136.35 | 30.179.46.203 | null | null | null | Associated Threat Actor: APT29 | Network data_exfiltration from 10.102.136.35 to 30.179.46.203 Associated Threat Actor: APT29 | data_exfiltration | 465,327 | ICMP | null | null | null | null | {
"baseline_deviation": 0.97,
"entropy": 4.46,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null |
7fec454a-2dce-493c-a628-649fad9b7cee | 2025-06-11T15:55:23 | cloud | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|low| desc=Cloud container_escape in Alibaba by michelebennett No additional info | {
"geo_location": "Tunisia",
"device_hash": "146c77181cbed81274cb76d52ab9526f063e976e8efe80be9213ce913eddff99",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows CE; Trident/4.1)",
"session_id": "283d2704-9d0f-4cec-8adf-811e5278c7d3",
"risk_score": 37.2,
"confidence": 0.56
} | null | null | null | null | null | No additional info | Cloud container_escape in Alibaba by michelebennett No additional info | container_escape | null | null | michelebennett | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | Alibaba | res-62df5646 |
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