event_id stringlengths 36 36 | timestamp timestamp[s]date 2020-07-12 21:38:20 2030-07-10 06:49:21 | event_type stringclasses 8
values | source stringclasses 20
values | severity stringclasses 6
values | raw_log stringlengths 91 282 | advanced_metadata dict | user stringlengths 3 22 ⌀ | action stringclasses 55
values | object stringlengths 1 32 ⌀ | process_id int64 100 10k ⌀ | parent_process stringclasses 4
values | additional_info stringlengths 18 148 | description stringlengths 45 225 | behavioral_analytics dict | device_type stringclasses 5
values | device_id stringlengths 12 12 ⌀ | firmware_version stringclasses 100
values | src_ip stringlengths 8 15 ⌀ | dst_ip stringlengths 3 15 ⌀ | alert_type stringclasses 17
values | signature_id stringlengths 8 8 ⌀ | category stringclasses 5
values | cloud_service stringclasses 5
values | resource_id stringlengths 12 12 ⌀ | model_id stringlengths 14 14 ⌀ | input_hash stringlengths 32 64 ⌀ | output_hash stringlengths 32 64 ⌀ | src_port int64 1 65.5k ⌀ | dst_port int64 1 65.5k ⌀ | protocol stringclasses 10
values | bytes int64 105 1,000k ⌀ | duration int64 1 3.6k ⌀ | method stringclasses 7
values | mac_address stringlengths 17 17 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
c6486bb2-47d7-4fea-a3f4-e4cc987c9111 | 2025-02-27T23:16:15 | firewall | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only TCP traffic from 40.249.68.86:916 to 5.86.244.114:29021 MITRE Technique: T1566.001 | {
"geo_location": "Iran",
"device_hash": "00924a73c3d4e2448325d3ac45920c212c2a8d1e816e7f1ad04685ba982d830f",
"user_agent": "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/30.0.852.0 Safari/533.0",
"session_id": "c50c500a-7059-4c16-a512-a9c2ca58436a",
"risk_score": 24.58,
"confiden... | null | log-only | null | null | null | MITRE Technique: T1566.001 | Firewall log-only TCP traffic from 40.249.68.86:916 to 5.86.244.114:29021 MITRE Technique: T1566.001 | null | null | null | null | 40.249.68.86 | 5.86.244.114 | null | null | null | null | null | null | null | null | 916 | 29,021 | TCP | 899,484 | 3,464 | null | null |
b194ac91-97f8-42af-b7a3-0c7c7f23a28f | 2025-03-25T04:34:58 | network | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|low| desc=Network disconnection from 215.255.215.39 to 84.29.132.37 No additional info | {
"geo_location": "Belize",
"device_hash": "38e91699b3055c7ad8a863523ae05c21bd95219dcd384bca55b061a4d7b3a0df",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; tk-TM) AppleWebKit/532.27.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B119 Safari/6532.27.5",
"session_id": "7641a8d7-24bb-436c-ad1... | null | disconnection | null | null | null | No additional info | Network disconnection from 215.255.215.39 to 84.29.132.37 No additional info | null | null | null | null | 215.255.215.39 | 84.29.132.37 | null | null | null | null | null | null | null | null | null | null | ICMP | 801,811 | null | null | null |
3477f9ff-5a8f-4f15-b3dc-51e3127e9bd7 | 2025-05-11T20:14:11 | ai | Elastic SIEM v8.9.0 | critical | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by joshualawson No additional info noise=VGhleS4= | {
"geo_location": "Sierra Leone",
"device_hash": "61d36139eea997a5bc029c9c2692a52b89470d821057027de638e667e3ea8647",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Trident/4.0)",
"session_id": "18f5b79b-54df-4726-b511-ee9927bf1d16",
"risk_score": 51.97,
"confidence": 0.55
} | joshualawson | fine_tuning | null | null | null | No additional info | AI system fine_tuning by joshualawson No additional info | null | null | null | null | null | null | null | null | null | null | null | model-40467eaa | 314c4881fe9642acbb69203a556695c6 | 44fbdfeb0a993b0dc764af870daef004974e79eb6d29b3f5f9db508576b68eb7 | null | null | null | null | null | null | null |
ea974b60-c400-4ce1-a4d3-4e0a0fd5b950 | 2025-05-04T01:12:08 | ids_alert | Suricata v6.0.10 | emergency | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|emergency| desc=Suricata Alert: DNS Tunneling detected from 187.150.48.56 targeting N/A MITRE Technique: T1078.004 | {
"geo_location": "Lithuania",
"device_hash": "c8865178a7d78be1393005e701c87d79",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/8332-05-22 20:06:29 Firefox/7.0",
"session_id": "acf8e017-cf3d-4691-8895-5891a186891a",
"risk_score": 69.34,
"confidence": 0.02
} | null | null | null | null | null | MITRE Technique: T1078.004 | Suricata Alert: DNS Tunneling detected from 187.150.48.56 targeting N/A MITRE Technique: T1078.004 | {
"baseline_deviation": 2.39,
"entropy": 4.57,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 187.150.48.56 | N/A | DNS Tunneling | SIG-2443 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
57446909-e562-43fd-a485-9df3988905f1 | 2025-04-21T11:16:06 | cloud | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in Alibaba by ywest MITRE Technique: T1218.011 | {
"geo_location": "Trinidad and Tobago",
"device_hash": "1de4d5e45470f6ed73c69f78c4e5256d0566f076a437a352085552547f0a103e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/3.1)",
"session_id": "58dbef02-223a-453e-a957-3734b2a5820a",
"risk_score": 69.05,
"confidence": 0.52
} | ywest | instance_creation | null | null | null | MITRE Technique: T1218.011 | Cloud instance_creation in Alibaba by ywest MITRE Technique: T1218.011 | null | null | null | null | null | null | null | null | null | Alibaba | res-19622b68 | null | null | null | null | null | null | null | null | null | null |
73bd2f7a-9c76-42d6-996f-86670e2d40c6 | 2025-01-21T08:07:39 | ids_alert | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|medium| desc=Palo Alto Cortex Alert: Brute Force detected from 210.152.115.213 targeting 138.172.87.68 No additional info | {
"geo_location": "Saint Martin",
"device_hash": "a0b923e62ca4bb70fe385613deb28de60bb13937",
"user_agent": "Mozilla/5.0 (Android 2.3.4; Mobile; rv:50.0) Gecko/50.0 Firefox/50.0",
"session_id": "a63c4a65-4953-4b08-bc36-21ec13361413",
"risk_score": 76.02,
"confidence": 0.4
} | null | null | null | null | null | No additional info | Palo Alto Cortex Alert: Brute Force detected from 210.152.115.213 targeting 138.172.87.68 No additional info | null | null | null | null | 210.152.115.213 | 138.172.87.68 | Brute Force | SIG-4254 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
41dfabcf-5ce7-4771-a604-21f79b99ab5a | 2025-04-27T09:37:00 | auth | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|high| desc=Auth timeout for hollandchristopher via key from 10.100.211.104 No additional info | {
"geo_location": "Western Sahara",
"device_hash": "54773be12b3b0c6c9ee2f43fd2d1ae8cdccd272d26a63bc77a7e0aa2d5f1231c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; so-KE) AppleWebKit/534.20.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6534.20.6",
"session_id": "21e062f1-4485-... | hollandchristopher | timeout | null | null | null | No additional info | Auth timeout for hollandchristopher via key from 10.100.211.104 No additional info | null | null | null | null | 10.100.211.104 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 52:55:5e:d9:4a:39 |
25180b40-2ec8-4ae2-9c0a-d1f3b846b701 | 2025-06-21T20:47:59 | auth | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|high| desc=Auth timeout for preese via MFA from 188.131.203.120 MITRE Technique: T1486 | {
"geo_location": "Mayotte",
"device_hash": "02e97ceb7b07351c846985de0c626a3d11f1bd46",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; it-IT; rv:1.9.0.20) Gecko/4549-07-04 16:41:00 Firefox/3.8",
"session_id": "b9f06dfa-2227-4677-95c2-b54d853297ac",
"risk_score": 39.77,
"confidence": 0.53
} | preese | timeout | null | null | null | MITRE Technique: T1486 | Auth timeout for preese via MFA from 188.131.203.120 MITRE Technique: T1486 | null | null | null | null | 188.131.203.120 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | 35:a4:75:3d:f9:a1 |
b369c09c-5035-48a9-9015-12073ccd7bd3 | 2025-03-06T22:14:10 | ai | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|high| desc=AI system training_data_poisoning by ashleymiller No additional info | {
"geo_location": "Greenland",
"device_hash": "1503fbbf470453b2db705b25f53b54100b7c16a40fb575fc9131f270c1317544",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Trident/5.0)",
"session_id": "48d43d8a-8785-404f-a113-48d1f5ef7545",
"risk_score": 48.21,
"confidence": 0.67
} | ashleymiller | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by ashleymiller No additional info | {
"baseline_deviation": 2.32,
"entropy": 4.55,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | model-b329d3a1 | a5fc155fffb845ebd84515273d752f2ad614beb7 | 045012256692f85c1c20cd3e6b32dff6 | null | null | null | null | null | null | null |
1184e363-6310-4c95-90dd-0d03ee5069ea | 2025-07-09T01:46:28 | cloud | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|high| desc=Cloud instance_creation in AWS by hjohnson No additional info | {
"geo_location": "Swaziland",
"device_hash": "cfb4da131762a9ca3241796ae9789ba165a2776f4d774892a9f9b4ed8bb5c305",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.1; Trident/4.1)",
"session_id": "15688130-ab0a-41f8-833d-bf3205156cbe",
"risk_score": 60,
"confidence": 0.91
} | hjohnson | instance_creation | null | null | null | No additional info | Cloud instance_creation in AWS by hjohnson No additional info | null | null | null | null | null | null | null | null | null | AWS | res-80fff207 | null | null | null | null | null | null | null | null | null | null |
9e348247-1d47-49c6-8732-4660883b17a7 | 2022-12-06T17:53:09 | auth | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|high| desc=Auth locked for usanders via SAML from 155.156.15.33 No additional info | {
"geo_location": "Georgia",
"device_hash": "1c0fdd8713bee1753bbd24be17cd917f29b92d9c",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_7 rv:2.0; az-AZ) AppleWebKit/533.45.2 (KHTML, like Gecko) Version/5.0.2 Safari/533.45.2",
"session_id": "2c40495c-6a70-43aa-8b9d-d2ed953a5e32",
"risk_score": 24.82,
... | usanders | locked | null | null | null | No additional info | Auth locked for usanders via SAML from 155.156.15.33 No additional info | null | null | null | null | 155.156.15.33 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | cf:44:4f:cd:76:94 |
4de712eb-8382-48c3-a706-5c13708cb33d | 2025-05-17T22:35:40 | endpoint | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task apply by charles17 No additional info | {
"geo_location": "Madagascar",
"device_hash": "cfc8c4c945b1724a1c8e05433a011cbe",
"user_agent": "Opera/8.38.(Windows NT 5.2; bg-BG) Presto/2.9.181 Version/10.00",
"session_id": "b7d762b1-f991-458f-86bd-44b5e88f28ba",
"risk_score": 34.65,
"confidence": 0.34
} | charles17 | scheduled_task | apply | 4,061 | explorer.exe | No additional info | Endpoint scheduled_task apply by charles17 No additional info | {
"baseline_deviation": 1.14,
"entropy": 6.39,
"frequency_anomaly": true,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a2e2bd24-13b0-409c-aa0a-7b949bf3e575 | 2025-01-23T01:11:39 | cloud | Elastic SIEM v8.9.0 | low | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|low| desc=Cloud crypto_mining in Azure by harriskathleen MITRE Technique: T1059.001 noise=wp-content/category/explore | {
"geo_location": "Armenia",
"device_hash": "210b8f7606b26ec1a8a22ef382a793cb2006a2bc049d6a95241909318f74c380",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/535.25.5 (KHTML, like Gecko) Version/4.0.4 Safari/535.25.5",
"session_id": "96d083b2-f510-40ba-b2b7-b0cbfe3c57ae",
"risk_score": 41.71... | harriskathleen | crypto_mining | null | null | null | MITRE Technique: T1059.001 | Cloud crypto_mining in Azure by harriskathleen MITRE Technique: T1059.001 | null | null | null | null | null | null | null | null | null | Azure | res-50c8fe02 | null | null | null | null | null | null | null | null | null | null |
9854ce9c-9cd9-469b-9aac-0b05c5267177 | 2025-04-16T17:36:10 | ids_alert | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|critical| desc=Vectra AI Alert: DNS Tunneling detected from 31.41.85.218 targeting 132.68.29.21 Associated Threat Actor: Mustang Panda noise=explore | {
"geo_location": "Colombia",
"device_hash": "b2bbfefe881103fbd08fb9595151494e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 4.0; Trident/5.0)",
"session_id": "d9eca8d4-e5a3-416c-b1fc-224f432150bf",
"risk_score": 6.27,
"confidence": 0.18
} | null | null | null | null | null | Associated Threat Actor: Mustang Panda | Vectra AI Alert: DNS Tunneling detected from 31.41.85.218 targeting 132.68.29.21 Associated Threat Actor: Mustang Panda | null | null | null | null | 31.41.85.218 | 132.68.29.21 | DNS Tunneling | SIG-7769 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
36f450e7-b64f-43a0-b4e8-10caedc6bb09 | 2025-05-05T06:59:53 | auth | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for zacharyvazquez via MFA from 192.117.28.127 MITRE Technique: T1078.004 | {
"geo_location": "Fiji",
"device_hash": "d879fef4a8b71175013947a50f9f12e9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/3.0)",
"session_id": "fc4ca138-8e89-42cd-8d70-1674cc2a2dd6",
"risk_score": 50.7,
"confidence": 0.83
} | zacharyvazquez | bypass | null | null | null | MITRE Technique: T1078.004 | Auth bypass for zacharyvazquez via MFA from 192.117.28.127 MITRE Technique: T1078.004 | null | null | null | null | 192.117.28.127 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | 0c:98:1d:b4:61:29 |
def9428f-b4e7-4d48-a0e9-4da5061ba11a | 2025-05-09T06:41:50 | 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 35.154.49.217 to 10.158.73.235 No additional info | {
"geo_location": "Angola",
"device_hash": "08097779c98bf78a5245145716a375c04de4bfdda6b3ef6bacd80d10a25a7728",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/58.0.834.0 Safari/531.1",
"session_id": "abd6a472-8bd7-481d-8e96-183cb398556a",
"risk_score": 62.45,
"con... | null | data_exfiltration | null | null | null | No additional info | Network data_exfiltration from 35.154.49.217 to 10.158.73.235 No additional info | null | null | null | null | 35.154.49.217 | 10.158.73.235 | null | null | null | null | null | null | null | null | null | null | TCP | 164,551 | null | null | null |
8c3a87c1-5bcf-4c6e-b79f-8d035c3c77ea | 2025-02-10T12:39:21 | cloud | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|high| desc=Cloud lambda_execution in GCP by brownshelby No additional info noise=fall|certainly|little | {
"geo_location": "South Africa",
"device_hash": "b502c2a2865a5eef1e48cca9442f7887e49b95a723151d8b430ac499baced201",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/4.1)",
"session_id": "e16497aa-d153-453f-b7d5-d7cc2ffa0d30",
"risk_score": 61.14,
"confidence": 0.29
} | brownshelby | lambda_execution | null | null | null | No additional info | Cloud lambda_execution in GCP by brownshelby No additional info | null | null | null | null | null | null | null | null | null | GCP | res-1a3219b9 | null | null | null | null | null | null | null | null | null | null |
7f9d2469-ac15-4807-85d0-db7bd7060c62 | 2025-01-24T23:56:43 | network | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|medium| desc=Network protocol_anomaly from 196.76.122.34 to 131.150.105.68 MITRE Technique: T1078.004 | {
"geo_location": "San Marino",
"device_hash": "ffa8c0af64470e7e9c57ee3bef7144eaa11580b1",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_7; rv:1.9.6.20) Gecko/6997-12-16 13:39:23 Firefox/3.8",
"session_id": "0d7faa27-b019-4bd2-8055-7f0e8f44ba53",
"risk_score": 59.85,
"confidence": 0.23
} | null | protocol_anomaly | null | null | null | MITRE Technique: T1078.004 | Network protocol_anomaly from 196.76.122.34 to 131.150.105.68 MITRE Technique: T1078.004 | null | null | null | null | 196.76.122.34 | 131.150.105.68 | null | null | null | null | null | null | null | null | null | null | HTTP | 962,878 | null | null | null |
1575aed4-3465-4e5c-b35e-ba7bd734ce9f | 2025-05-11T01:28:21 | ids_alert | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|critical| desc=Zeek Alert: Zero-Day Exploit detected from 222.35.130.94 targeting 196.107.41.246 No additional info noise=posts | {
"geo_location": "Tanzania",
"device_hash": "fcee4234231f4674712ce13bb29d218d",
"user_agent": "Opera/9.64.(Windows NT 6.1; cs-CZ) Presto/2.9.188 Version/11.00",
"session_id": "4f928e5d-bb12-4f49-a1ee-9e12cc90de8a",
"risk_score": 100,
"confidence": 0
} | null | null | null | null | null | No additional info | Zeek Alert: Zero-Day Exploit detected from 222.35.130.94 targeting 196.107.41.246 No additional info | null | null | null | null | 222.35.130.94 | 196.107.41.246 | Zero-Day Exploit | SIG-6825 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
3ca16cd4-5562-4abc-a5c4-a1fe6379ca14 | 2025-07-04T23:12:20 | cloud | QRadar v7.5.0 | critical | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in Azure by pollardlisa MITRE Technique: T1134.001 | {
"geo_location": "Iraq",
"device_hash": "a31d0f160710ce42e880508ea84163379d2886ee",
"user_agent": "Opera/9.15.(X11; Linux x86_64; br-FR) Presto/2.9.167 Version/11.00",
"session_id": "9957defb-25b4-4fc8-9847-e108da4ef0b5",
"risk_score": 47.18,
"confidence": 0.57
} | pollardlisa | config_change | null | null | null | MITRE Technique: T1134.001 | Cloud config_change in Azure by pollardlisa MITRE Technique: T1134.001 | null | null | null | null | null | null | null | null | null | Azure | res-702e4636 | null | null | null | null | null | null | null | null | null | null |
febecc3a-e6a5-4f9d-9234-4194b0606aea | 2025-01-31T04:49:59 | firewall | Vectra AI v5.0.0 | info | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|info| desc=Firewall inspect HTTP traffic from 32.15.15.64:533 to 133.254.209.201:211 No additional info | {
"geo_location": "Cayman Islands",
"device_hash": "d661eb28efa8f361d11854fd9884376a35adfa3b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/531.31.1 (KHTML, like Gecko) Version/5.1 Safari/531.31.1",
"session_id": "a2ea687b-bca4-41b8-bfca-1529ffd538e2",
"risk_score": 63.61,
"confidence... | null | inspect | null | null | null | No additional info | Firewall inspect HTTP traffic from 32.15.15.64:533 to 133.254.209.201:211 No additional info | null | null | null | null | 32.15.15.64 | 133.254.209.201 | null | null | null | null | null | null | null | null | 533 | 211 | HTTP | 586,844 | 2,439 | null | null |
92f48a8c-51de-4021-ace2-f6710a1c6706 | 2025-04-11T07:23:41 | endpoint | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint persistence_mechanism production by wbecker No additional info | {
"geo_location": "Romania",
"device_hash": "31e7412167463b3413c321a097d496d0f35b398de2f67ed8e6414f5feb87ab11",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/3.0)",
"session_id": "310abf8d-e679-464e-88a5-3de2f1e832a8",
"risk_score": 33.42,
"confidence": 0.63
} | wbecker | persistence_mechanism | production | 9,057 | explorer.exe | No additional info | Endpoint persistence_mechanism production by wbecker No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
50d7e1ec-1a5b-4383-ac55-889e5bc14e58 | 2025-03-07T20:49:34 | auth | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for christopher86 via MFA from 65.5.57.27 No additional info | {
"geo_location": "Tanzania",
"device_hash": "84ffdeed9506e810eee600ae71f50b90da1f81b6",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_3) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/30.0.838.0 Safari/535.1",
"session_id": "74630fd0-c5f8-4ca6-b31a-5cc6e91ee3c3",
"risk_score": 46.1,
"confidence": ... | christopher86 | bypass | null | null | null | No additional info | Auth bypass for christopher86 via MFA from 65.5.57.27 No additional info | null | null | null | null | 65.5.57.27 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | 5e:41:47:22:cc:91 |
63a8ba1a-03be-427a-ab94-dc68c9a21aa1 | 2025-06-12T11:40:06 | ids_alert | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|medium| desc=Snort Alert: Brute Force detected from 58.70.126.50 targeting 108.1.186.177 No additional info | {
"geo_location": "Qatar",
"device_hash": "2226c755157c428f0b68535b976d1a4a6a22054aec2c92ccde4cf5bc8eaab76e",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; hsb-DE; rv:1.9.2.20) Gecko/7623-02-01 23:27:20 Firefox/3.8",
"session_id": "0b9279fb-a117-4371-a0f8-a00882375672",
"risk_score": 63.14,
"confidence": 0.43... | null | null | null | null | null | No additional info | Snort Alert: Brute Force detected from 58.70.126.50 targeting 108.1.186.177 No additional info | null | null | null | null | 58.70.126.50 | 108.1.186.177 | Brute Force | SIG-2456 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
c96d5461-7ff7-4100-b236-b21fdfdbe27e | 2025-04-16T12:35:06 | iot | Snort v2.9.20 | info | CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|info| desc=IoT device Thermostat battery_drain No additional info | {
"geo_location": "Tunisia",
"device_hash": "ead31d6307e4592d38431d0634fa8482",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_4_8 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) CriOS/63.0.824.0 Mobile/83Z603 Safari/532.0",
"session_id": "f562a02d-e29c-4b5d-9847-c3ea9900b10f",
"risk_score": 60.59,... | null | battery_drain | null | null | null | No additional info | IoT device Thermostat battery_drain No additional info | null | Thermostat | iot-17e9d1bf | 2.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a53090c6-77bc-47c4-8717-ff9ab685e7d2 | 2025-01-23T11:49:59 | ai | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by brownnathan No additional info | {
"geo_location": "Lithuania",
"device_hash": "b3acc59c076478ca44f00d718b874d773eb77bb4804ee2fbab2b7a7e4eacce0a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/5.1)",
"session_id": "8a3078ed-fbd2-47d9-8c45-5fba8c9100bd",
"risk_score": 42.19,
"confidence": 0.62
} | brownnathan | prompt_injection | null | null | null | No additional info | AI system prompt_injection by brownnathan No additional info | null | null | null | null | null | null | null | null | null | null | null | model-8f94b0bf | e2dd1e5dd58d47b93e4fb004061f720a9576ce48 | 8e5263151cc7d2df921e17baa3d225b2796ed5040eac7f7d4a8d64dc973c1418 | null | null | null | null | null | null | null |
704146b8-df5f-4d06-947f-27ecc73c33e5 | 2025-05-16T03:52:19 | cloud | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|low| desc=Cloud container_escape in AWS by martinezshannon No additional info noise=about|around|collection | {
"geo_location": "Slovenia",
"device_hash": "837d2a3341e67842ab0938fe054103d17b69a21f67e0bc1e041c1d27683db444",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 7_1_2 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) CriOS/51.0.855.0 Mobile/54W724 Safari/535.0",
"session_id": "6cbe750c-dc40-416f-ab1c-d3bb3... | martinezshannon | container_escape | null | null | null | No additional info | Cloud container_escape in AWS by martinezshannon No additional info | null | null | null | null | null | null | null | null | null | AWS | res-38d25ec9 | null | null | null | null | null | null | null | null | null | null |
4800920a-962e-478b-803c-4dca6a6a01bd | 2025-05-13T07:35:04 | network | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|high| desc=Network bandwidth_usage from 112.163.9.13 to 33.17.8.8 MITRE Technique: T1071.001 | {
"geo_location": "United States Minor Outlying Islands",
"device_hash": "258ee67a86d617cee0f5c7d08ac6e9bc0701a171",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/3.0)",
"session_id": "1af607e4-eb11-4b40-b292-f74c79678970",
"risk_score": 40.84,
"confidence": 0.42
} | null | bandwidth_usage | null | null | null | MITRE Technique: T1071.001 | Network bandwidth_usage from 112.163.9.13 to 33.17.8.8 MITRE Technique: T1071.001 | null | null | null | null | 112.163.9.13 | 33.17.8.8 | null | null | null | null | null | null | null | null | null | null | UDP | 254,472 | null | null | null |
76939f59-b447-4696-a46c-36e69cdf6025 | 2025-03-06T21:19:36 | ai | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by ojones No additional info | {
"geo_location": "Rwanda",
"device_hash": "497268f0568fd5a86ac62bd72f4f0b3bd4b591106fe44b6a900b208a79e4cd09",
"user_agent": "Opera/9.64.(Windows CE; ky-KG) Presto/2.9.170 Version/11.00",
"session_id": "b7010d67-251f-461b-b7d1-af2e929e5002",
"risk_score": 50.17,
"confidence": 0.24
} | ojones | model_inversion | null | null | null | No additional info | AI system model_inversion by ojones No additional info | null | null | null | null | null | null | null | null | null | null | null | model-7047f3ed | aa7d98cb7ac7161cbb93d3a140f01860666d09bf | 93f2748901d3a57054d67a8c0bdd4a836a980096 | null | null | null | null | null | null | null |
205fe7f1-064f-4147-8874-1c123b28b2c8 | 2025-06-19T04:04:52 | ids_alert | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|critical| desc=Splunk Alert: Domain Fronting detected from 123.147.200.216 targeting N/A MITRE Technique: T1053.005 | {
"geo_location": "Uganda",
"device_hash": "c80e5b03194f679999829390af3a4f317b0599d5770e13f5f489f618b2276be3",
"user_agent": "Opera/9.88.(Windows 98; Win 9x 4.90; fur-IT) Presto/2.9.174 Version/12.00",
"session_id": "1aa03c68-97d8-4fb7-9367-4b0812d24326",
"risk_score": 21.12,
"confidence": 0.04
} | null | null | null | null | null | MITRE Technique: T1053.005 | Splunk Alert: Domain Fronting detected from 123.147.200.216 targeting N/A MITRE Technique: T1053.005 | null | null | null | null | 123.147.200.216 | N/A | Domain Fronting | SIG-7439 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
f3dac655-3a59-47cb-adfe-a799413e7107 | 2025-01-26T14:23:42 | endpoint | Tanium v7.4.0 | medium | CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec /claim/character.jpeg by joseph20 No additional info | {
"geo_location": "Sierra Leone",
"device_hash": "9936f9f34a28543c3c18ac2cf03904b196deb04850e693027827a92673f422bd",
"user_agent": "Opera/9.70.(X11; Linux x86_64; is-IS) Presto/2.9.182 Version/12.00",
"session_id": "16e2a018-6e46-404f-a069-e53057d190fb",
"risk_score": 37.46,
"confidence": 0.73
} | joseph20 | wmi_exec | /claim/character.jpeg | 2,568 | powershell.exe | No additional info | Endpoint wmi_exec /claim/character.jpeg by joseph20 No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
552282d1-af59-4d2a-b753-5b06a056c55d | 2025-05-05T16:06:11 | endpoint | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint registry_change /staff/officer.html by michaeljacobs No additional info | {
"geo_location": "United Arab Emirates",
"device_hash": "917b5d819d89d475aa68fade27982ba3",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; niu-NU; rv:1.9.1.20) Gecko/7369-03-14 00:26:07 Firefox/13.0",
"session_id": "523d1093-17fc-45c0-bfe9-1f06fbecbe25",
"risk_score": 7.41,
"confidence": 0.2
} | michaeljacobs | registry_change | /staff/officer.html | 8,289 | powershell.exe | No additional info | Endpoint registry_change /staff/officer.html by michaeljacobs No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a3fd766d-1fd8-407f-b9ee-166cee14abcd | 2025-05-02T18:56:51 | firewall | Tanium v7.4.0 | critical | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|critical| desc=Firewall quarantine SMB traffic from 130.54.5.170:895 to 191.105.10.137:118 MITRE Technique: T1134.001 | {
"geo_location": "Djibouti",
"device_hash": "5598e2233ff1937583ec1ea4441589851f6f7d1e72b2d39eefa9d3bb854781f9",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_4 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) FxiOS/16.8r7225.0 Mobile/01D359 Safari/535.2",
"session_id": "d76bed37-861a-499a-b6d3-03c69f506... | null | quarantine | null | null | null | MITRE Technique: T1134.001 | Firewall quarantine SMB traffic from 130.54.5.170:895 to 191.105.10.137:118 MITRE Technique: T1134.001 | null | null | null | null | 130.54.5.170 | 191.105.10.137 | null | null | null | null | null | null | null | null | 895 | 118 | SMB | 605,003 | 3,301 | null | null |
fb50c1ac-ce85-4fe2-8d98-f9dc8f9382d9 | 2025-03-11T08:37:41 | auth | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|high| desc=Auth bypass for vbell via OAuth from 10.149.30.69 No additional info | {
"geo_location": "Chile",
"device_hash": "1861190dd3a6f3c337024c11ac26d972baf0f42d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/533.4.6 (KHTML, like Gecko) Version/5.1 Safari/533.4.6",
"session_id": "8bebac22-9171-445c-83c7-a61623be28bc",
"risk_score": 26.05,
"confidence":... | vbell | bypass | null | null | null | No additional info | Auth bypass for vbell via OAuth from 10.149.30.69 No additional info | {
"baseline_deviation": 1.58,
"entropy": 5.97,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 10.149.30.69 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 51:a1:f8:16:a6:47 |
071bc3a1-aefb-4e40-b589-7eef105ae64e | 2025-04-16T05:53:28 | iot | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat unusual_activity No additional info | {
"geo_location": "Uzbekistan",
"device_hash": "cd04a551456f450c27a8d94a9cc88667d8f18e89",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/535.25.3 (KHTML, like Gecko) Version/5.0.2 Safari/535.25.3",
"session_id": "1b271e9e-286d-453e-9462-28c90af4f39f",
"risk_score": 26.32,
"confidence": 0.2... | null | unusual_activity | null | null | null | No additional info | IoT device Thermostat unusual_activity No additional info | null | Thermostat | iot-e36b3408 | 3.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e627739e-37da-4d22-86de-993c257ede3a | 2025-02-18T00:25:00 | firewall | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|info| desc=Firewall quarantine HTTPS traffic from 94.203.150.253:17 to 176.6.80.174:608 Unconventional IOC: Thermal sensor anomalies | {
"geo_location": "Iran",
"device_hash": "8a205dabaa685b6e81a1efaad8c8654e",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_8; rv:1.9.2.20) Gecko/7861-06-18 03:31:23 Firefox/9.0",
"session_id": "5dc5e37b-52a2-484a-b2a9-904fcf8316c9",
"risk_score": 62.84,
"confidence": 0.91
} | null | quarantine | null | null | null | Unconventional IOC: Thermal sensor anomalies | Firewall quarantine HTTPS traffic from 94.203.150.253:17 to 176.6.80.174:608 Unconventional IOC: Thermal sensor anomalies | null | null | null | null | 94.203.150.253 | 176.6.80.174 | null | null | null | null | null | null | null | null | 17 | 608 | HTTPS | 916,195 | 2,870 | null | null |
f3f0c591-47a0-4ace-8086-36746ec629e6 | 2025-03-20T19:00:44 | endpoint | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint scheduled_task personal by deborahstewart MITRE Technique: T1053.005 | {
"geo_location": "Peru",
"device_hash": "471474a59762a29b4ea2a3d22614037a603058f8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/3.0)",
"session_id": "c921a948-fa10-4600-8625-e68b5a6e3af9",
"risk_score": 70.13,
"confidence": 0.72
} | deborahstewart | scheduled_task | personal | 9,156 | powershell.exe | MITRE Technique: T1053.005 | Endpoint scheduled_task personal by deborahstewart MITRE Technique: T1053.005 | {
"baseline_deviation": 2.69,
"entropy": 7.16,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
eb6342da-6b36-4b1e-bae3-d4d389cab0e8 | 2025-03-18T04:19:39 | network | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|medium| desc=Network latency_spike from 122.118.39.69 to 155.232.67.7 No additional info | {
"geo_location": "Lao People's Democratic Republic",
"device_hash": "5e07b7cef4574fe0c12528013965b116",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/30.0.806.0 Safari/535.2",
"session_id": "3aace4ff-71d8-48f3-8820-d039afd79df3",
"risk_score": 52.12,
"confidenc... | null | latency_spike | null | null | null | No additional info | Network latency_spike from 122.118.39.69 to 155.232.67.7 No additional info | null | null | null | null | 122.118.39.69 | 155.232.67.7 | null | null | null | null | null | null | null | null | null | null | UDP | 500,510 | null | null | null |
b3fae87c-fafd-4e8b-a92f-e42476b5002b | 2025-06-21T05:29:13 | endpoint | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access song by glassalan No additional info | {
"geo_location": "Haiti",
"device_hash": "7454176f228a955e36a0850687a900d44c07023e",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/36.0.892.0 Safari/532.1",
"session_id": "04612b0d-be89-4c78-ae73-a9a440ad76ef",
"risk_score": 61.92,
"confidence": 0.68
} | glassalan | file_access | song | 1,212 | cmd.exe | No additional info | Endpoint file_access song by glassalan No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
636ee644-2e10-4ad4-af8a-44edbdd01f30 | 2025-07-10T08:43:09 | endpoint | LogRhythm v7.5.0 | high | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint memory_injection /investment/despite.tiff by joanne19 Associated Threat Actor: Inception Framework | {
"geo_location": "Bermuda",
"device_hash": "6665c306cbfeb2ebc7ba70a9926c4adde3f6f334",
"user_agent": "Mozilla/5.0 (Linux; Android 2.0.1) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/49.0.875.0 Safari/531.0",
"session_id": "1f1dcdeb-9d7f-496e-addd-3ca4808e3e1e",
"risk_score": 39.34,
"confidence": 0.21
} | joanne19 | memory_injection | /investment/despite.tiff | 6,023 | cmd.exe | Associated Threat Actor: Inception Framework | Endpoint memory_injection /investment/despite.tiff by joanne19 Associated Threat Actor: Inception Framework | {
"baseline_deviation": 2.4,
"entropy": 7.33,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8057c343-b7dc-45df-9496-17c258da635c | 2025-04-03T23:20:58 | firewall | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine HTTPS traffic from 182.145.73.94:720 to 10.102.159.198:177 No additional info | {
"geo_location": "San Marino",
"device_hash": "bedce305fa5ba116c390ddcfcbd604476aed795f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Trident/3.1)",
"session_id": "e466af53-9f49-4d1e-a189-e68e3b68efc3",
"risk_score": 36.53,
"confidence": 0.42
} | null | quarantine | null | null | null | No additional info | Firewall quarantine HTTPS traffic from 182.145.73.94:720 to 10.102.159.198:177 No additional info | null | null | null | null | 182.145.73.94 | 10.102.159.198 | null | null | null | null | null | null | null | null | 720 | 177 | HTTPS | 613,246 | 2,431 | null | null |
192bf6a9-f6eb-4c09-b8a8-7263a7de1662 | 2025-01-14T14:16:00 | endpoint | Palo Alto Cortex v3.0.0 | low | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint service_install /huge/now.ppt by melissawilliams No additional info | {
"geo_location": "Latvia",
"device_hash": "701909ab0b6cacd619408c5836b035a643c18bed",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 11.0; Trident/5.1)",
"session_id": "c374184d-df2e-491b-8eef-087b5d8d8217",
"risk_score": 80.89,
"confidence": 0.44
} | melissawilliams | service_install | /huge/now.ppt | 5,579 | cmd.exe | No additional info | Endpoint service_install /huge/now.ppt by melissawilliams No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
76d064e0-e839-4c83-9b8d-78123718be18 | 2025-02-18T08:05:48 | auth | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|info| desc=Auth timeout for ryan52 via OAuth from 45.47.248.168 No additional info | {
"geo_location": "Rwanda",
"device_hash": "e08e558483035d4ade9198a474044e6b",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_0 rv:4.0; dv-MV) AppleWebKit/532.27.4 (KHTML, like Gecko) Version/4.0.4 Safari/532.27.4",
"session_id": "749c63c7-27aa-489e-840b-8382470c7dac",
"risk_score": 64.98,
"confi... | ryan52 | timeout | null | null | null | No additional info | Auth timeout for ryan52 via OAuth from 45.47.248.168 No additional info | null | null | null | null | 45.47.248.168 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 74:8f:da:84:59:89 |
895fb9e7-21b6-4985-a584-fe6e396b7cab | 2025-05-18T04:56:18 | network | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|high| desc=Network beaconing from 54.12.148.100 to 112.15.121.23 Associated Threat Actor: FIN7 | {
"geo_location": "Saint Barthelemy",
"device_hash": "f20fa61012d7b0edc520ada3600e54c010536f3dd6a417b5391a8e5eeb744016",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/4197-05-09 00:11:15 Firefox/8.0",
"session_id": "ae9fa4c4-7549-48d8-bde7-2d0eee3e322b",
"risk_score": 56.33,
"confidence"... | null | beaconing | null | null | null | Associated Threat Actor: FIN7 | Network beaconing from 54.12.148.100 to 112.15.121.23 Associated Threat Actor: FIN7 | null | null | null | null | 54.12.148.100 | 112.15.121.23 | null | null | null | null | null | null | null | null | null | null | ICMP | 306,717 | null | null | null |
21337a12-fa9f-4e2b-9aab-9f1a1d49bace | 2025-04-09T12:43:14 | auth | Palo Alto Cortex v3.0.0 | info | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|info| desc=Auth challenge for michelle26 via password from 19.247.1.216 MITRE Technique: T1071.001 | Associated Threat Actor: Scattered Spider noise=live|since|analysis | {
"geo_location": "Eritrea",
"device_hash": "f6ae2ee841a0177f541d65f79bd8e8f70b5c1eff9d3fad9a6569633c775ada64",
"user_agent": "Mozilla/5.0 (Android 3.2.1; Mobile; rv:36.0) Gecko/36.0 Firefox/36.0",
"session_id": "aaa61561-2679-47c2-8b0e-92bc81d52b89",
"risk_score": 33.83,
"confidence": 0.31
} | michelle26 | challenge | null | null | null | MITRE Technique: T1071.001 | Associated Threat Actor: Scattered Spider | Auth challenge for michelle26 via password from 19.247.1.216 MITRE Technique: T1071.001 | Associated Threat Actor: Scattered Spider | null | null | null | null | 19.247.1.216 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 20:13:19:3f:0a:3d |
81e7ff14-2ade-48a3-b645-ed93f4bfebfd | 2025-04-13T06:01:41 | endpoint | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint driver_load firm by jared08 MITRE Technique: T1134.001 noise=VGhyb3cgZWF0Lg== | {
"geo_location": "Tokelau",
"device_hash": "9dd1e725bded8faee02173a2e17ef7da",
"user_agent": "Opera/8.25.(X11; Linux x86_64; da-DK) Presto/2.9.168 Version/11.00",
"session_id": "286baaad-47ac-4fa0-a628-2524561de05f",
"risk_score": 44.78,
"confidence": 0.65
} | jared08 | driver_load | firm | 1,160 | explorer.exe | MITRE Technique: T1134.001 | Endpoint driver_load firm by jared08 MITRE Technique: T1134.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d3827d26-0e4b-439d-b173-560bb54b9619 | 2025-04-20T22:44:47 | network | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|info| desc=Network disconnection from 135.56.41.164 to 198.67.197.209 No additional info noise=D93E6CB0 | {
"geo_location": "Papua New Guinea",
"device_hash": "0707d473e850703ddb4e7e49725a8a76c595464e",
"user_agent": "Mozilla/5.0 (Windows NT 5.01) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/38.0.837.0 Safari/531.0",
"session_id": "edbb75a9-032a-4edf-a16f-a572cdf465cf",
"risk_score": 54.25,
"confidence": 0.22
} | null | disconnection | null | null | null | No additional info | Network disconnection from 135.56.41.164 to 198.67.197.209 No additional info | null | null | null | null | 135.56.41.164 | 198.67.197.209 | null | null | null | null | null | null | null | null | null | null | HTTPS | 525,871 | null | null | null |
4a4b86d1-b028-4d4f-aee0-49c68507d32a | 2025-06-19T11:10:34 | 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 Medical firmware_update No additional info noise=B18F7BE1 | {
"geo_location": "Angola",
"device_hash": "e320aaae37d06870b09f7d03087d21a2011df855",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/16.0.820.0 Safari/533.2",
"session_id": "819a6c4b-9a4b-465c-bde5-c8a1cb28b2fa",
"risk_score": 67.45,
"confidence": 0.92
} | null | firmware_update | null | null | null | No additional info | IoT device Medical firmware_update No additional info | null | Medical | iot-a338adff | 3.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
98d60aa6-18b4-4029-a03f-871ba9a9bfb5 | 2025-04-18T01:25:51 | cloud | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|info| desc=Cloud instance_creation in Alibaba by opotter MITRE Technique: T1053.005 | Associated Threat Actor: APT38 | {
"geo_location": "Saudi Arabia",
"device_hash": "18f5eee959c1f5ac9b074da9feef0cce",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_9 rv:2.0; ks-IN) AppleWebKit/533.22.2 (KHTML, like Gecko) Version/5.0.4 Safari/533.22.2",
"session_id": "795d86fe-43bc-4a26-8a92-c0a00b750f0d",
"risk_score": 50.22,
"... | opotter | instance_creation | null | null | null | MITRE Technique: T1053.005 | Associated Threat Actor: APT38 | Cloud instance_creation in Alibaba by opotter MITRE Technique: T1053.005 | Associated Threat Actor: APT38 | null | null | null | null | null | null | null | null | null | Alibaba | res-c300ece0 | null | null | null | null | null | null | null | null | null | null |
d6ad4cbd-4923-4ab1-9018-bf4d89f0f619 | 2025-04-17T11:15:05 | auth | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|low| desc=Auth locked for shaneyang via biometric from 107.243.149.106 No additional info | {
"geo_location": "Jamaica",
"device_hash": "009a8e9a6373126893a86ac08238d290bf9a0608",
"user_agent": "Mozilla/5.0 (Android 4.0.3; Mobile; rv:30.0) Gecko/30.0 Firefox/30.0",
"session_id": "1dab42ad-7a80-4776-be9a-84c03a426193",
"risk_score": 32.74,
"confidence": 0.48
} | shaneyang | locked | null | null | null | No additional info | Auth locked for shaneyang via biometric from 107.243.149.106 No additional info | null | null | null | null | 107.243.149.106 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 93:2a:ff:c5:f3:25 |
8045fd51-cd74-41dc-9bdb-36c2b9ffc783 | 2025-02-01T01:32:59 | cloud | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud storage_access in OCI by jose80 No additional info | {
"geo_location": "Portugal",
"device_hash": "cf59c92f3c96ec426a8dac272acbb5740908bdae",
"user_agent": "Mozilla/5.0 (Android 2.3.2; Mobile; rv:31.0) Gecko/31.0 Firefox/31.0",
"session_id": "a3882c4f-76ac-48b8-9213-b753341f30ee",
"risk_score": 56.7,
"confidence": 0.64
} | jose80 | storage_access | null | null | null | No additional info | Cloud storage_access in OCI by jose80 No additional info | null | null | null | null | null | null | null | null | null | OCI | res-62ed7d41 | null | null | null | null | null | null | null | null | null | null |
d1b9a7a9-f0c7-4d6f-b8f1-c2a4fb6a06d2 | 2025-04-02T19:33:06 | ai | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|critical| desc=AI system api_abuse by dwaynemoore MITRE Technique: T1059.001 | {
"geo_location": "American Samoa",
"device_hash": "257e48395d72f272e87b49e3f5e191e23b816638",
"user_agent": "Opera/8.96.(X11; Linux i686; sv-FI) Presto/2.9.162 Version/10.00",
"session_id": "ecc3c9ba-f4ba-4371-91a6-045f5b3a13f4",
"risk_score": 79.25,
"confidence": 0.03
} | dwaynemoore | api_abuse | null | null | null | MITRE Technique: T1059.001 | AI system api_abuse by dwaynemoore MITRE Technique: T1059.001 | null | null | null | null | null | null | null | null | null | null | null | model-82c3551c | 6e13847668d2dd6e0f07040954bb8b68 | f95ca2439adb866123fc8cd5838841cc | null | null | null | null | null | null | null |
afbb8045-851f-4ce5-838d-853d391a0122 | 2025-03-23T08:43:16 | auth | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|low| desc=Auth success for charles53 via key from 222.16.120.243 No additional info | {
"geo_location": "Sao Tome and Principe",
"device_hash": "57d829087a2f903a92aaab13bf91f219",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/5.1)",
"session_id": "4cb22301-ef52-4b9c-898a-95908193f376",
"risk_score": 22.59,
"confidence": 0.15
} | charles53 | success | null | null | null | No additional info | Auth success for charles53 via key from 222.16.120.243 No additional info | null | null | null | null | 222.16.120.243 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 48:80:fc:c5:fe:5c |
0dcc8377-a468-4bdc-86c6-12735a75e483 | 2025-02-01T09:31:05 | auth | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|info| desc=Auth timeout for tranlisa via passwordless from 70.106.191.238 No additional info noise=category | {
"geo_location": "Saint Martin",
"device_hash": "e9d1ee1a6c96b110d31d0dc18cddf8aae3e6a9ad",
"user_agent": "Mozilla/5.0 (Android 4.0.4; Mobile; rv:68.0) Gecko/68.0 Firefox/68.0",
"session_id": "98e77b73-6b15-4e54-bb1e-0c7a73303119",
"risk_score": 41.52,
"confidence": 0.59
} | tranlisa | timeout | null | null | null | No additional info | Auth timeout for tranlisa via passwordless from 70.106.191.238 No additional info | null | null | null | null | 70.106.191.238 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | b3:34:e6:ac:5f:65 |
eebb34b8-267b-44cd-ac1a-96c21389f1b7 | 2025-03-18T21:40:56 | firewall | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|critical| desc=Firewall drop HTTPS traffic from 168.240.195.78:886 to 16.9.213.143:162 Associated Threat Actor: Scattered Spider | {
"geo_location": "French Polynesia",
"device_hash": "de00b397ba117cb16dab951e2eaa0a39e2bdbed3",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/5173-08-27 01:28:43 Firefox/3.8",
"session_id": "f5fcb454-d481-4c01-9aa1-38dc1824000e",
"risk_score": 19.68,
"confidence": 0.97
} | null | drop | null | null | null | Associated Threat Actor: Scattered Spider | Firewall drop HTTPS traffic from 168.240.195.78:886 to 16.9.213.143:162 Associated Threat Actor: Scattered Spider | {
"baseline_deviation": 2.43,
"entropy": 4.82,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 168.240.195.78 | 16.9.213.143 | null | null | null | null | null | null | null | null | 886 | 162 | HTTPS | 787,827 | 1,492 | null | null |
f54c3bd1-6270-4451-a9df-321b178a168e | 2025-03-06T04:36:30 | ai | Darktrace v6.0.0 | medium | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|medium| desc=AI system model_inversion by robertahines No additional info | {
"geo_location": "Azerbaijan",
"device_hash": "7ad6a050b10680f61af81f21964ac21f6904b2c9f5b60b26bf79e610e35af859",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/4.0)",
"session_id": "c2c447a9-8e15-4ee3-85ad-d2c55028a65f",
"risk_score": 22.5,
"confidence": 0.22
} | robertahines | model_inversion | null | null | null | No additional info | AI system model_inversion by robertahines No additional info | null | null | null | null | null | null | null | null | null | null | null | model-6f6e49cd | 1f6a66f7ff4ebd4194ff8ac8b7d336f48eca629cc8a1172eb1313f091c8c77d8 | 134b563de9f9849973df192419d34621152361b7751b6f2b02d5cf448d96526e | null | null | null | null | null | null | null |
1843309b-ccd5-4040-93f4-7da924f6078e | 2025-04-17T17:19:37 | auth | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for thomas28 via SAML from 2.49.62.94 No additional info | {
"geo_location": "Niue",
"device_hash": "bb7bb751dc820f52387d4c25b8705f46bf3e6f41",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; sid-ET) AppleWebKit/531.48.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6531.48.2",
"session_id": "5beba159-257c-4455-add6-81fb40c84ffe",
"risk_... | thomas28 | bypass | null | null | null | No additional info | Auth bypass for thomas28 via SAML from 2.49.62.94 No additional info | null | null | null | null | 2.49.62.94 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 55:4e:70:21:18:bf |
b63657a9-c16c-486b-8c84-dcb010935c18 | 2023-01-05T00:33:48 | auth | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|info| desc=Auth bypass for steven52 via SAML from 194.244.132.19 No additional info | {
"geo_location": "China",
"device_hash": "e3c86029b3a93e72755a63fd8cabee63fce54308",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90; si-LK; rv:1.9.1.20) Gecko/9766-12-12 03:47:12 Firefox/10.0",
"session_id": "82b40b53-e7d8-428a-b281-7d4b6ca724a2",
"risk_score": 65.53,
"confidence": 0.47
} | steven52 | bypass | null | null | null | No additional info | Auth bypass for steven52 via SAML from 194.244.132.19 No additional info | null | null | null | null | 194.244.132.19 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | 64:f2:a8:80:b3:6b |
af6a14f9-5701-4c31-84bc-bacb96ee858d | 2025-06-26T07:23:50 | network | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|low| desc=Network bandwidth_usage from 52.200.240.146 to 90.163.203.170 No additional info | {
"geo_location": "Bhutan",
"device_hash": "665984666b406792dbd880f7da7a1778",
"user_agent": "Opera/8.40.(Windows NT 6.1; gez-ET) Presto/2.9.180 Version/11.00",
"session_id": "792be4a5-1548-45e9-b184-19e621cbf5f9",
"risk_score": 51.89,
"confidence": 0.72
} | null | bandwidth_usage | null | null | null | No additional info | Network bandwidth_usage from 52.200.240.146 to 90.163.203.170 No additional info | null | null | null | null | 52.200.240.146 | 90.163.203.170 | null | null | null | null | null | null | null | null | null | null | HTTPS | 328,709 | null | null | null |
de939d2b-b5af-41c2-99ec-942de8d50446 | 2025-03-08T15:54:52 | network | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 31.173.16.150 to 116.224.28.207 No additional info | {
"geo_location": "Panama",
"device_hash": "6e62ac3ea6de3349f574a4dc5b61df9cf929f1ee",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3.1) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/34.0.866.0 Safari/532.0",
"session_id": "e822222f-5347-4266-9e10-9ce7cffdf055",
"risk_score": 45.18,
"confidence": 0.06
} | null | bandwidth_usage | null | null | null | No additional info | Network bandwidth_usage from 31.173.16.150 to 116.224.28.207 No additional info | null | null | null | null | 31.173.16.150 | 116.224.28.207 | null | null | null | null | null | null | null | null | null | null | UDP | 954,286 | null | null | null |
9e3d6d6c-1ed2-4030-aa98-1f6483850414 | 2025-07-10T08:24:09 | ai | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by frankhernandez No additional info | {
"geo_location": "Peru",
"device_hash": "9d074b4cfaf40ba77bf5fee84066c35d",
"user_agent": "Opera/9.27.(Windows 95; ce-RU) Presto/2.9.186 Version/10.00",
"session_id": "57e599c9-ce15-43fb-b977-da034c2fcd9e",
"risk_score": 52.74,
"confidence": 0.17
} | frankhernandez | adversarial_input | null | null | null | No additional info | AI system adversarial_input by frankhernandez No additional info | null | null | null | null | null | null | null | null | null | null | null | model-2fde8e66 | 2368711e17257e7ad3624b3c11b911e78648e3e7 | df688a8fcb3cd517a14edfca055af2bb | null | null | null | null | null | null | null |
8d794892-a592-47cd-8075-571f75db4744 | 2025-06-10T00:02:14 | network | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 22.2.205.1 to 77.149.197.179 No additional info | {
"geo_location": "Canada",
"device_hash": "93fdafe8e41e14cda5dc75c481ce1981a8756a9e7eb2f5f96c9b9ea154555387",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/533.44.1 (KHTML, like Gecko) Version/4.0.4 Safari/533.44.1",
"session_id": "30be931b-97fa-4b00-99a5-6483ca06719d",
"risk_score": 49... | null | data_exfiltration | null | null | null | No additional info | Network data_exfiltration from 22.2.205.1 to 77.149.197.179 No additional info | null | null | null | null | 22.2.205.1 | 77.149.197.179 | null | null | null | null | null | null | null | null | null | null | TCP | 744,149 | null | null | null |
7e6ac913-ab07-43ae-926e-b7f31fa853ed | 2025-04-30T05:42:33 | ai | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|medium| desc=AI system model_inversion by rileyhannah MITRE Technique: T1543.003 | {
"geo_location": "Russia",
"device_hash": "4c1bfab032db9fa13869689047304932aa7020c47ab5c01912dc181ee808913f",
"user_agent": "Mozilla/5.0 (Windows NT 5.0; ks-IN; rv:1.9.2.20) Gecko/2918-07-31 19:00:39 Firefox/3.8",
"session_id": "5b25c80f-b3d4-4536-8f3d-3874744305fc",
"risk_score": 48.13,
"confidence": 0.36... | rileyhannah | model_inversion | null | null | null | MITRE Technique: T1543.003 | AI system model_inversion by rileyhannah MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | null | null | model-d8191e6c | f1649a196867f7d51475c56dfadd815d | 81deb663d29c3beaa10fcd4d0b0c5bbec1850de1 | null | null | null | null | null | null | null |
8c1f7cc4-d37a-451a-8573-83d1a1008b2d | 2025-01-28T05:16:29 | ai | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|info| desc=AI system model_access by hernandezmelanie No additional info | {
"geo_location": "Syrian Arab Republic",
"device_hash": "2d28a110aad702360bd466956da7e91deac944a7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.2; Trident/5.1)",
"session_id": "875d1eec-9006-467f-a537-59391e7011cc",
"risk_score": 66.41,
"confidence": 0.26
} | hernandezmelanie | model_access | null | null | null | No additional info | AI system model_access by hernandezmelanie No additional info | null | null | null | null | null | null | null | null | null | null | null | model-5eed4497 | d6c5cd1d04beab91874999ff2e568257852d2473e639a02776af583cda22c82e | 039a67a2635299e6c533ef68d19c34e0a75307b82fcf5fbe97cfd4f534debf5a | null | null | null | null | null | null | null |
408f1b63-d4ae-4e3b-a980-62729b9075ed | 2025-07-10T06:54:56 | ids_alert | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|medium| desc=FireEye HX Alert: DNS Tunneling detected from 217.71.26.159 targeting 10.25.203.36 MITRE Technique: T1543.003 | {
"geo_location": "Cote d'Ivoire",
"device_hash": "a2d487cce149037d6f620e73211c2171a60a3e77",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 95; Trident/4.0)",
"session_id": "bc434fc4-4bc6-4e71-9f46-7b6aeff498e8",
"risk_score": 57.68,
"confidence": 0.15
} | null | null | null | null | null | MITRE Technique: T1543.003 | FireEye HX Alert: DNS Tunneling detected from 217.71.26.159 targeting 10.25.203.36 MITRE Technique: T1543.003 | null | null | null | null | 217.71.26.159 | 10.25.203.36 | DNS Tunneling | SIG-3039 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
1de8e3a9-804c-412f-9602-bb90fa7ea2fa | 2025-04-26T13:12:56 | ids_alert | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|medium| desc=Snort Alert: SQL Injection detected from 50.74.30.137 targeting N/A MITRE Technique: T1134.001 | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "5f1162ffd275545239a114f6807ecd3a",
"user_agent": "Opera/8.13.(X11; Linux i686; dz-BT) Presto/2.9.168 Version/11.00",
"session_id": "2a395b29-1e50-4521-9c08-1f2d20087827",
"risk_score": 42.79,
"confidence": 0.21
} | null | null | null | null | null | MITRE Technique: T1134.001 | Snort Alert: SQL Injection detected from 50.74.30.137 targeting N/A MITRE Technique: T1134.001 | null | null | null | null | 50.74.30.137 | N/A | SQL Injection | SIG-4481 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
1f8b8f5b-6828-452b-9f9e-d0ad2780e69a | 2025-02-26T23:05:39 | iot | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|info| desc=IoT device Medical side_channel No additional info noise=U2l0IGZvY3VzLg== | {
"geo_location": "Tanzania",
"device_hash": "02a4f1acff09693c05e7dba096584558",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/535.23.4 (KHTML, like Gecko) Version/4.0 Safari/535.23.4",
"session_id": "3ff6736a-7c70-4094-89c6-62f53d2fc5f3",
"risk_score": 62.43,
"confidence": 0.92
} | null | side_channel | null | null | null | No additional info | IoT device Medical side_channel No additional info | null | Medical | iot-1d05eaa7 | 1.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
826f567f-752f-4d04-871b-b31e0de3cb09 | 2025-04-16T16:32:39 | ids_alert | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|high| desc=Wazuh Alert: Credential Stuffing detected from 161.186.86.113 targeting 212.180.3.42 MITRE Technique: T1071.001 | {
"geo_location": "Tunisia",
"device_hash": "ebe1768211fca37d95613b6eb70610155323451cc166fe2c0e520f1bb51fb4a4",
"user_agent": "Opera/8.42.(Windows NT 6.1; gd-GB) Presto/2.9.187 Version/10.00",
"session_id": "5d6dca1b-955b-4c41-ac13-97856174d6ff",
"risk_score": 62.41,
"confidence": 0.79
} | null | null | null | null | null | MITRE Technique: T1071.001 | Wazuh Alert: Credential Stuffing detected from 161.186.86.113 targeting 212.180.3.42 MITRE Technique: T1071.001 | null | null | null | null | 161.186.86.113 | 212.180.3.42 | Credential Stuffing | SIG-1095 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
219a1b90-304b-4a82-8e16-4cc9b345929e | 2025-03-30T03:29:47 | firewall | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall deny SMB traffic from 33.30.164.106:45699 to 111.58.14.201:244 No additional info | {
"geo_location": "United Kingdom",
"device_hash": "3363c1be0e5f8c53fce840d00f48e3ce",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/531.12.5 (KHTML, like Gecko) Version/5.0.1 Safari/531.12.5",
"session_id": "1ee44df7-2756-4b8d-b361-085be4ac33fe",
"risk_score": 50.1,
"confidence": 0.6... | null | deny | null | null | null | No additional info | Firewall deny SMB traffic from 33.30.164.106:45699 to 111.58.14.201:244 No additional info | null | null | null | null | 33.30.164.106 | 111.58.14.201 | null | null | null | null | null | null | null | null | 45,699 | 244 | SMB | 510,400 | 23 | null | null |
a7183732-5781-49ff-8ad4-b8d40d70b578 | 2025-06-05T02:06:45 | ids_alert | OSSEC v3.7.0 | emergency | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|emergency| desc=OSSEC Alert: Supply Chain Compromise detected from 69.7.91.64 targeting N/A No additional info noise=CA5A2972 | {
"geo_location": "United States of America",
"device_hash": "28d93de506031d37d486908eab9caee4",
"user_agent": "Opera/9.84.(Windows NT 5.0; kk-KZ) Presto/2.9.189 Version/10.00",
"session_id": "e1c41010-187d-460a-bbd9-05af8af5f8cc",
"risk_score": 60.08,
"confidence": 0.7
} | null | null | null | null | null | No additional info | OSSEC Alert: Supply Chain Compromise detected from 69.7.91.64 targeting N/A No additional info | null | null | null | null | 69.7.91.64 | N/A | Supply Chain Compromise | SIG-6408 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
0d6cc63c-6987-4466-bc04-324fa7a20781 | 2025-05-27T19:14:04 | network | Carbon Black v7.8.0 | critical | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|critical| desc=Network latency_spike from 59.218.40.228 to 105.164.74.236 No additional info noise=3C0602F7 | {
"geo_location": "Spain",
"device_hash": "23871501151b9978846083cbcafab281bec40d58",
"user_agent": "Mozilla/5.0 (Android 14; Mobile; rv:40.0) Gecko/40.0 Firefox/40.0",
"session_id": "3aaf5959-2c17-4e0e-8481-55ab9318fbb3",
"risk_score": 71.92,
"confidence": 0.2
} | null | latency_spike | null | null | null | No additional info | Network latency_spike from 59.218.40.228 to 105.164.74.236 No additional info | null | null | null | null | 59.218.40.228 | 105.164.74.236 | null | null | null | null | null | null | null | null | null | null | TCP | 583,707 | null | null | null |
02b3a390-43fa-44a6-85ec-fce9228946c1 | 2025-01-13T03:48:59 | ai | Snort v2.9.20 | critical | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by bperez MITRE Technique: T1547.001 | {
"geo_location": "Guyana",
"device_hash": "76956680fba8629622554a714f01ab6166e37a7a0bffa3d761d53ff3d681f3c4",
"user_agent": "Mozilla/5.0 (Windows NT 6.0; it-IT; rv:1.9.0.20) Gecko/2114-11-26 04:39:03 Firefox/3.8",
"session_id": "2529ba7d-fc1b-4885-aa0c-9c905875e4d9",
"risk_score": 69.37,
"confidence": 0.22... | bperez | model_inversion | null | null | null | MITRE Technique: T1547.001 | AI system model_inversion by bperez MITRE Technique: T1547.001 | null | null | null | null | null | null | null | null | null | null | null | model-6435d66b | 57f3524ba8a64e2de6fea5bd29d4d7c82cbf92759007c8ab8af4ac4ff2c21c75 | c1ad93655575b722772694089cb20189252a14c308b06151e4baa9df10fe0592 | null | null | null | null | null | null | null |
2a2b62bd-7650-49bc-8d1f-d5785874cfe8 | 2025-01-31T14:14:21 | network | LogRhythm v7.5.0 | medium | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|medium| desc=Network data_exfiltration from 10.74.62.187 to 11.150.254.187 No additional info | {
"geo_location": "Solomon Islands",
"device_hash": "c0673ab2056c96fb0161ae5b1a7cff4b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/3.0)",
"session_id": "8b333a9f-bec7-4bbf-9210-6612fdc7a7bb",
"risk_score": 12.6,
"confidence": 0.57
} | null | data_exfiltration | null | null | null | No additional info | Network data_exfiltration from 10.74.62.187 to 11.150.254.187 No additional info | null | null | null | null | 10.74.62.187 | 11.150.254.187 | null | null | null | null | null | null | null | null | null | null | UDP | 607,746 | null | null | null |
603ff433-502b-4222-ac88-e2470a28ec37 | 2025-07-05T21:04:57 | ids_alert | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|high| desc=OSSEC Alert: Container Escape detected from 17.100.22.165 targeting N/A Associated Threat Actor: Leafminer | {
"geo_location": "Saudi Arabia",
"device_hash": "5ad559db6f0329da333114f6948c41282164e4ad",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/26.0.856.0 Safari/536.0",
"session_id": "32d0495c-4f81-4556-8857-7df3c221a694",
"risk_score": 85.51,
"confidence": 0.18
} | null | null | null | null | null | Associated Threat Actor: Leafminer | OSSEC Alert: Container Escape detected from 17.100.22.165 targeting N/A Associated Threat Actor: Leafminer | {
"baseline_deviation": 2.44,
"entropy": 6.89,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 17.100.22.165 | N/A | Container Escape | SIG-7264 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
08979e77-ced7-472a-9a79-0d2bdb42eaef | 2025-07-01T21:57:20 | endpoint | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint service_install /red/significant.webm by gwong MITRE Technique: T1078.004 | {
"geo_location": "Venezuela",
"device_hash": "7d0d1e1bb4de25383c8ab255103f14a4589f5e84cff8b32f7156aeff32371475",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/531.15.6 (KHTML, like Gecko) Version/4.0 Safari/531.15.6",
"session_id": "3e381b12-5bbb-4779-83a8-c55b452e03a0",
"risk_score": 61.44... | gwong | service_install | /red/significant.webm | 3,725 | svchost.exe | MITRE Technique: T1078.004 | Endpoint service_install /red/significant.webm by gwong 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 |
253a9791-e85a-4ab4-b27c-974816ac89e6 | 2025-06-20T07:56:04 | firewall | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|low| desc=Firewall allow UDP traffic from 115.67.255.211:528 to 56.55.88.83:761 MITRE Technique: T1486 noise=6588B4F5 | {
"geo_location": "Djibouti",
"device_hash": "d715866916977243afeee7d95d4743fc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/3.0)",
"session_id": "ad57e371-0b13-4950-b39f-1378ffc0ad81",
"risk_score": 23.79,
"confidence": 0.01
} | null | allow | null | null | null | MITRE Technique: T1486 | Firewall allow UDP traffic from 115.67.255.211:528 to 56.55.88.83:761 MITRE Technique: T1486 | null | null | null | null | 115.67.255.211 | 56.55.88.83 | null | null | null | null | null | null | null | null | 528 | 761 | UDP | 421,288 | 1,785 | null | null |
aae459f8-d396-491c-a109-ca0358c6fb61 | 2025-06-02T17:18:49 | ids_alert | Wazuh v4.5.0 | emergency | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|emergency| desc=Wazuh Alert: AI Model Poisoning detected from 14.6.164.40 targeting 172.230.45.146 No additional info | {
"geo_location": "Svalbard & Jan Mayen Islands",
"device_hash": "ebbb76989462372067d2ba73b5a1a677",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.2; Trident/3.0)",
"session_id": "ff2e51ae-c8da-4a69-86d0-95bbc5788e8d",
"risk_score": 67.43,
"confidence": 0.84
} | null | null | null | null | null | No additional info | Wazuh Alert: AI Model Poisoning detected from 14.6.164.40 targeting 172.230.45.146 No additional info | null | null | null | null | 14.6.164.40 | 172.230.45.146 | AI Model Poisoning | SIG-5356 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
e188b254-2e8b-404d-aeef-77f2a6539988 | 2025-05-19T06:20:25 | network | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 25.103.200.215 to 83.33.180.210 Associated Threat Actor: Kimsuky | {
"geo_location": "Eritrea",
"device_hash": "bc50ebbe41ecea5f671035f62395beb8085129c6",
"user_agent": "Mozilla/5.0 (Linux; Android 4.1) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/16.0.818.0 Safari/531.0",
"session_id": "46dca114-0bf0-4048-b6ae-4a16783d2f58",
"risk_score": 5.19,
"confidence": 0.33
} | null | bandwidth_usage | null | null | null | Associated Threat Actor: Kimsuky | Network bandwidth_usage from 25.103.200.215 to 83.33.180.210 Associated Threat Actor: Kimsuky | null | null | null | null | 25.103.200.215 | 83.33.180.210 | null | null | null | null | null | null | null | null | null | null | TCP | 419,116 | null | null | null |
9e3f6426-4e97-4e87-aa96-2623deebdd8a | 2025-02-20T17:53:42 | auth | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|low| desc=Auth locked for wrightandrea via passwordless from 19.150.188.131 Associated Threat Actor: Equation Group | {
"geo_location": "Hungary",
"device_hash": "63583376d5dfdc2276e7fd53a9f527ca",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 11.0; Trident/4.0)",
"session_id": "17acd106-16a2-4c6f-83a3-5c318194c134",
"risk_score": 48.29,
"confidence": 0.67
} | wrightandrea | locked | null | null | null | Associated Threat Actor: Equation Group | Auth locked for wrightandrea via passwordless from 19.150.188.131 Associated Threat Actor: Equation Group | null | null | null | null | 19.150.188.131 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | passwordless | de:f6:57:48:72:1b |
f365ece1-5815-4e9a-9c5d-1eaf39ada5b0 | 2025-04-01T23:12:22 | auth | OSSEC v3.7.0 | high | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|high| desc=Auth challenge for loganmolina via MFA from 171.117.146.228 No additional info | {
"geo_location": "Mongolia",
"device_hash": "33902c69e3f4b0ad880f12657731dc0242222938",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 1_1_5 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/40.0.810.0 Mobile/11B517 Safari/535.2",
"session_id": "47e8c133-d75a-4b5e-aab0-8860856033c9",
"risk_score"... | loganmolina | challenge | null | null | null | No additional info | Auth challenge for loganmolina via MFA from 171.117.146.228 No additional info | null | null | null | null | 171.117.146.228 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | cf:d0:03:ec:dd:01 |
48d3090e-8449-44a3-885c-e3a6305ecff8 | 2025-04-03T20:01:25 | cloud | AlienVault v5.7.0 | high | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|high| desc=Cloud crypto_mining in Azure by mmarshall No additional info noise=music|science|meeting | {
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "e995ee76ea5bf669437369ae96aab572",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/7474-11-06 04:56:42 Firefox/10.0",
"session_id": "b6a4e791-6815-46aa-a8bc-be78c239ec78",
"risk_score": 38.07,
"confidence": 0.13
} | mmarshall | crypto_mining | null | null | null | No additional info | Cloud crypto_mining in Azure by mmarshall No additional info | null | null | null | null | null | null | null | null | null | Azure | res-8dcd18f9 | null | null | null | null | null | null | null | null | null | null |
92a6b098-f824-4f4a-bfe5-a36a84fdd5bb | 2025-06-18T22:28:10 | auth | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|medium| desc=Auth success for michael98 via key from 110.239.108.77 MITRE Technique: T1547.001 | {
"geo_location": "Congo",
"device_hash": "06d2870a4191ac7b84296cd1e202390c02fbef7603761582c75c85658a859a73",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 4_2_1 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) CriOS/28.0.855.0 Mobile/39B733 Safari/532.0",
"session_id": "b75f46f3-9985-495e-80e8-17077800cc88... | michael98 | success | null | null | null | MITRE Technique: T1547.001 | Auth success for michael98 via key from 110.239.108.77 MITRE Technique: T1547.001 | null | null | null | null | 110.239.108.77 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | e4:c1:c4:6a:2e:9a |
eb05987c-e59d-4a06-b2f7-d8bb32382517 | 2025-03-15T22:06:43 | ids_alert | Snort v2.9.20 | low | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|low| desc=Snort Alert: ICS Attack detected from 47.60.76.15 targeting 5.169.203.2 No additional info | {
"geo_location": "Cayman Islands",
"device_hash": "736186d21110318a852a829dc1e4183709c63ce66bb3e57a8bb5ddd573aacf13",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/26.0.872.0 Safari/534.0",
"session_id": "fe0d5222-c66e-424b-985e-85903351f9e6",
"risk_score": 27,
"... | null | null | null | null | null | No additional info | Snort Alert: ICS Attack detected from 47.60.76.15 targeting 5.169.203.2 No additional info | null | null | null | null | 47.60.76.15 | 5.169.203.2 | ICS Attack | SIG-7851 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
9bb44e59-e854-4792-b2e8-edfc307e2071 | 2025-03-02T15:17:54 | firewall | Wazuh v4.5.0 | medium | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall inspect HTTP traffic from 188.22.230.23:60117 to 148.255.201.19:488 Associated Threat Actor: APT34 | {
"geo_location": "Greece",
"device_hash": "f622068bdfc6081dcbbf50f768b81177051f86a5b3155e8e826f6f3cc4f280e5",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_3_1 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) CriOS/53.0.826.0 Mobile/73D091 Safari/531.2",
"session_id": "59658285-a838-48e8-a61d-a95ab816ba... | null | inspect | null | null | null | Associated Threat Actor: APT34 | Firewall inspect HTTP traffic from 188.22.230.23:60117 to 148.255.201.19:488 Associated Threat Actor: APT34 | null | null | null | null | 188.22.230.23 | 148.255.201.19 | null | null | null | null | null | null | null | null | 60,117 | 488 | HTTP | 795,790 | 1,426 | null | null |
ce98c256-f9ef-4130-a37e-1269da5c65a1 | 2025-05-01T01:51:59 | ids_alert | Elastic SIEM v8.9.0 | emergency | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|emergency| desc=Elastic SIEM Alert: Credential Stuffing detected from 71.172.131.210 targeting 219.244.175.86 No additional info noise=blog | {
"geo_location": "Faroe Islands",
"device_hash": "22c5124d66a97ab4ec929b0c777badd3e4c594ea",
"user_agent": "Opera/9.87.(Windows NT 5.01; mk-MK) Presto/2.9.162 Version/10.00",
"session_id": "3ee05221-bd7a-44f2-b964-348ff1e099de",
"risk_score": 67.93,
"confidence": 0.6
} | null | null | null | null | null | No additional info | Elastic SIEM Alert: Credential Stuffing detected from 71.172.131.210 targeting 219.244.175.86 No additional info | null | null | null | null | 71.172.131.210 | 219.244.175.86 | Credential Stuffing | SIG-6130 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
cce88716-186b-4090-b931-642b5023bca8 | 2025-03-17T00:41:11 | auth | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|medium| desc=Auth failed for burnsbryan via SAML from 47.23.99.120 Credential stuffing pattern detected | {
"geo_location": "China",
"device_hash": "ed75197ee2812513468850f7c9fb285415c4cdc8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/3.1)",
"session_id": "6d18e95d-5ed4-4efa-bc1d-7b36f2b19bc8",
"risk_score": 33.88,
"confidence": 0.55
} | burnsbryan | failed | null | null | null | Credential stuffing pattern detected | Auth failed for burnsbryan via SAML from 47.23.99.120 Credential stuffing pattern detected | null | null | null | null | 47.23.99.120 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | d3:fd:fb:60:88:c9 |
89e098f1-5993-4cda-87e9-0bbf4b0cd5e1 | 2025-03-03T13:02:38 | ai | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by matthew08 No additional info noise=tags/category/app | {
"geo_location": "Guernsey",
"device_hash": "32806dcb27917813026e2d329cd638bb89491678",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.01; Trident/4.0)",
"session_id": "36cdc8f1-60b3-4427-a733-f268c01904a6",
"risk_score": 36.38,
"confidence": 0.1
} | matthew08 | adversarial_input | null | null | null | No additional info | AI system adversarial_input by matthew08 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-af4ae354 | b85fd1170fa9d7f5fc7a377eae687d9ed7e3bd90 | f871bc521e9b5c964a751b62420e2e32acb41f312f1af0c5b576285f2dda1cf3 | null | null | null | null | null | null | null |
3bdef451-96f2-43e5-96b7-e1f3fdca3dfe | 2025-04-19T00:08:17 | ids_alert | OSSEC v3.7.0 | critical | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|critical| desc=OSSEC Alert: Fileless Attack detected from 49.130.29.84 targeting N/A Associated Threat Actor: APT38 | {
"geo_location": "Taiwan",
"device_hash": "16d588faa4076d327990945aa502e6af87228639",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/532.13.1 (KHTML, like Gecko) Version/4.1 Safari/532.13.1",
"session_id": "224aa87b-07b1-4cf3-b517-7092b7619904",
"risk_score": 41.96,
"confidence": 0.41
... | null | null | null | null | null | Associated Threat Actor: APT38 | OSSEC Alert: Fileless Attack detected from 49.130.29.84 targeting N/A Associated Threat Actor: APT38 | null | null | null | null | 49.130.29.84 | N/A | Fileless Attack | SIG-2531 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
98d025fc-4d0e-49c4-8958-eef7c3fb5638 | 2025-01-23T10:38:38 | endpoint | OSSEC v3.7.0 | info | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|info| desc=Endpoint driver_load writer by marcwalker No additional info | {
"geo_location": "Iran",
"device_hash": "dc6c1de8c1686d8acb4747bc190117a64858b7d0ed597dee07e105c3e1c3ae10",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.2; Trident/3.0)",
"session_id": "e6b8b655-518b-4fd0-ba8b-862438e416d2",
"risk_score": 64.69,
"confidence": 0.34
} | marcwalker | driver_load | writer | 6,577 | explorer.exe | No additional info | Endpoint driver_load writer by marcwalker No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
499c0534-6ddf-4968-815e-400b6db9ec9f | 2025-01-21T23:02:04 | endpoint | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint powershell_exec /tell/run.doc by mark25 MITRE Technique: T1218.011 noise=TWVldC4= | {
"geo_location": "Martinique",
"device_hash": "df19051119883ca0c8f43f2ab117bb9e",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_8; rv:1.9.2.20) Gecko/5227-02-25 04:41:19 Firefox/3.6.10",
"session_id": "3c6fef6d-cf70-450c-8c5f-1bad766080b2",
"risk_score": 65.28,
"confidence": 0.58
} | mark25 | powershell_exec | /tell/run.doc | 7,682 | svchost.exe | MITRE Technique: T1218.011 | Endpoint powershell_exec /tell/run.doc by mark25 MITRE Technique: T1218.011 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0e55e401-200a-42b3-9cbe-76ab2640ff05 | 2025-04-10T15:24:44 | 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: Supply Chain Compromise detected from 83.136.163.164 targeting N/A MITRE Technique: T1204.002 | {
"geo_location": "Malaysia",
"device_hash": "7bb3320a8eef12e90fd8d76f44521ad5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/3.0)",
"session_id": "4991a5ef-ec0f-4df3-a264-6241552016fb",
"risk_score": 43.12,
"confidence": 0.96
} | null | null | null | null | null | MITRE Technique: T1204.002 | Microsoft Sentinel Alert: Supply Chain Compromise detected from 83.136.163.164 targeting N/A MITRE Technique: T1204.002 | null | null | null | null | 83.136.163.164 | N/A | Supply Chain Compromise | SIG-8903 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
02a3a6c7-3358-4094-b33e-0edb9ac6a604 | 2025-04-27T23:11:51 | ai | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|high| desc=AI system membership_inference by johnmoreno MITRE Technique: T1218.011 noise=2C89AFFA | {
"geo_location": "Egypt",
"device_hash": "acedabb1e35394d97e15d93144bd0e8fcdb8f40b",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/23.0.815.0 Safari/534.2",
"session_id": "cecf341c-69c9-43e8-8276-19785c001311",
"risk_score": 50,
"confidence": 0.31
} | johnmoreno | membership_inference | null | null | null | MITRE Technique: T1218.011 | AI system membership_inference by johnmoreno MITRE Technique: T1218.011 | null | null | null | null | null | null | null | null | null | null | null | model-fdafa48f | b2ec4df593c141f07d019a97d5e2e5076d425524 | cb758c2763b74fb8246b5dec1d429775d26962b334f5454b386052a68b6a0179 | null | null | null | null | null | null | null |
18a2407e-e090-4ec5-b291-d43abc4c08d7 | 2025-06-16T10:44:30 | network | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|medium| desc=Network beaconing from 14.240.193.137 to 43.212.93.101 MITRE Technique: T1110.003 | {
"geo_location": "Czech Republic",
"device_hash": "45a6800dd996d5dbeb229becafabaa79",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/5.0)",
"session_id": "d92af152-7b63-4b6d-bc55-0dec936ae70c",
"risk_score": 27.1,
"confidence": 0.04
} | null | beaconing | null | null | null | MITRE Technique: T1110.003 | Network beaconing from 14.240.193.137 to 43.212.93.101 MITRE Technique: T1110.003 | null | null | null | null | 14.240.193.137 | 43.212.93.101 | null | null | null | null | null | null | null | null | null | null | HTTPS | 368,250 | null | null | null |
f258c0fe-3ebe-470f-af3b-1f0cb7ea4261 | 2025-03-04T00:11:09 | network | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|low| desc=Network connection from 189.219.46.142 to 46.44.75.157 No additional info | {
"geo_location": "Chile",
"device_hash": "99e885617230f97c0209d95a22941a1c1e2e53f3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/5.0)",
"session_id": "5d1873db-7ebd-453d-ad34-1f79346e74ff",
"risk_score": 47.47,
"confidence": 0.37
} | null | connection | null | null | null | No additional info | Network connection from 189.219.46.142 to 46.44.75.157 No additional info | null | null | null | null | 189.219.46.142 | 46.44.75.157 | null | null | null | null | null | null | null | null | null | null | ICMP | 948,249 | null | null | null |
919896ee-c1b5-44b1-80ce-83410dda78cd | 2028-06-07T06:17:47 | network | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 200.187.206.252 to 197.228.228.93 No additional info | {
"geo_location": "Cook Islands",
"device_hash": "28fd2b706839bc378b6d0e21aeabc6d3c856c6394568e0067a9dc0b94905aa8a",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/49.0.868.0 Safari/531.0",
"session_id": "47b0caa7-d703-40a9-8779-662310ffae41",
"risk_score": 34.78,
"... | null | covert_channel | null | null | null | No additional info | Network covert_channel from 200.187.206.252 to 197.228.228.93 No additional info | null | null | null | null | 200.187.206.252 | 197.228.228.93 | null | null | null | null | null | null | null | null | null | null | HTTPS | 267,781 | null | null | null |
39025cb3-d5e0-4811-944b-8f21f0fdaf2b | 2025-04-30T00:45:07 | ids_alert | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|medium| desc=CrowdStrike Alert: Container Escape detected from 20.199.108.180 targeting 167.56.134.102 No additional info | {
"geo_location": "Solomon Islands",
"device_hash": "a9b32029e5c8c21925ff27ae156f4381",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_4) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/58.0.873.0 Safari/533.1",
"session_id": "5f1bb605-35f7-4495-bdc5-455c0f8f333d",
"risk_score": 81.17,
"confidence... | null | null | null | null | null | No additional info | CrowdStrike Alert: Container Escape detected from 20.199.108.180 targeting 167.56.134.102 No additional info | null | null | null | null | 20.199.108.180 | 167.56.134.102 | Container Escape | SIG-5427 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
c5ed22a6-59b4-478b-b9e8-18d48e2ae6ea | 2025-04-07T08:20:01 | cloud | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in Azure by jason33 Associated Threat Actor: APT34 | {
"geo_location": "Bermuda",
"device_hash": "260c889d23d9930eda84f1c5e9352a82",
"user_agent": "Mozilla/5.0 (Windows NT 6.1; ast-ES; rv:1.9.1.20) Gecko/2660-04-18 00:04:51 Firefox/9.0",
"session_id": "ae07c149-e76c-4c05-bf93-2466b16eacd4",
"risk_score": 65.85,
"confidence": 0.16
} | jason33 | api_abuse | null | null | null | Associated Threat Actor: APT34 | Cloud api_abuse in Azure by jason33 Associated Threat Actor: APT34 | null | null | null | null | null | null | null | null | null | Azure | res-3a77d50a | null | null | null | null | null | null | null | null | null | null |
366c479f-7181-4c19-8ced-83bf0d58a230 | 2025-05-16T16:55:22 | endpoint | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint process_stop share by danielsantana No additional info | {
"geo_location": "Russia",
"device_hash": "c727fc0af7a974922f87265b5381447fd6786efd",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_4_4 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) CriOS/62.0.801.0 Mobile/03C537 Safari/531.1",
"session_id": "c0ba0fef-5c71-4cc6-9d8d-7d21e710404c",
"risk_score":... | danielsantana | process_stop | share | 3,234 | svchost.exe | No additional info | Endpoint process_stop share by danielsantana No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5966b540-dc35-4b78-9f87-6b0013961f70 | 2025-03-31T17:33:59 | auth | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|low| desc=Auth bypass for gwright via password from 166.29.102.222 No additional info noise=sell|the|society | {
"geo_location": "Netherlands Antilles",
"device_hash": "5c4c6baf44a2acd41d13f51107473cbf",
"user_agent": "Mozilla/5.0 (Android 4.0.3; Mobile; rv:24.0) Gecko/24.0 Firefox/24.0",
"session_id": "a3f1d921-865a-4c47-b61f-26a659360785",
"risk_score": 44.6,
"confidence": 0.51
} | gwright | bypass | null | null | null | No additional info | Auth bypass for gwright via password from 166.29.102.222 No additional info | null | null | null | null | 166.29.102.222 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | cd:6c:7e:f2:0a:20 |
80f2c31a-8897-4af7-a5f4-5eded886f2ca | 2025-03-18T03:21:26 | cloud | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|low| desc=Cloud storage_access in OCI by lisa05 No additional info | {
"geo_location": "Zimbabwe",
"device_hash": "0c25b330e20d01c272147e3c53f6fb3b3054bbfb",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 2_2_1 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) FxiOS/15.1r7567.0 Mobile/74L040 Safari/532.2",
"session_id": "70f0c79a-9c51-4add-aa34-e12d3c1f8048",
"risk_score... | lisa05 | storage_access | null | null | null | No additional info | Cloud storage_access in OCI by lisa05 No additional info | null | null | null | null | null | null | null | null | null | OCI | res-21791d3a | null | null | null | null | null | null | null | null | null | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.