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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0818fd41-ca31-4a1f-8782-3117b8255e93 | 2025-06-01T07:34:40 | ids_alert | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|medium| desc=QRadar Alert: SQL Injection detected from 165.186.156.196 targeting N/A MITRE Technique: T1218.011 | {
"geo_location": "Nauru",
"device_hash": "8467f284505abc152bd014b0e73d1acff7c9d8f1",
"user_agent": "Mozilla/5.0 (Android 6.0.1; Mobile; rv:27.0) Gecko/27.0 Firefox/27.0",
"session_id": "268db9d8-c38c-4e36-ba81-fd02949db3fb",
"risk_score": 57.55,
"confidence": 0.08
} | null | null | null | null | null | MITRE Technique: T1218.011 | QRadar Alert: SQL Injection detected from 165.186.156.196 targeting N/A MITRE Technique: T1218.011 | {
"baseline_deviation": 0.85,
"entropy": 2.69,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 165.186.156.196 | N/A | SQL Injection | SIG-7258 | Recon | null | null | null | null | null | null | null | null | null | null | null | null |
78a5bc6f-1f1b-4f8a-b29c-cc61f6f1f422 | 2025-03-19T15:51:47 | ai | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by latashakramer No additional info | {
"geo_location": "Congo",
"device_hash": "cd3fc7fb5077c8ecbb7fa0dd47d76954d9213d2d",
"user_agent": "Opera/9.64.(X11; Linux x86_64; ms-MY) Presto/2.9.177 Version/12.00",
"session_id": "8a073c8f-6cc7-494e-9c08-c17ca3c95b55",
"risk_score": 32.16,
"confidence": 0.05
} | latashakramer | adversarial_input | null | null | null | No additional info | AI system adversarial_input by latashakramer No additional info | null | null | null | null | null | null | null | null | null | null | null | model-f1ddb42c | 0ba4d4a2bdb3641655e3207fa90c14fb5a649a35 | 417e555f0ff19c7d47ae753841faf9ba | null | null | null | null | null | null | null |
83c0cb54-1d11-4325-a4f3-9ddfab64dc7d | 2025-06-27T17:43:46 | ai | OSSEC v3.7.0 | medium | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by adavis No additional info noise=Q2FyZSBvbmUu | {
"geo_location": "Tunisia",
"device_hash": "3c07b724d6e213ef8145c5b2b82077d9",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 4_3_5 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/10.9a9725.0 Mobile/68W985 Safari/535.0",
"session_id": "46718b7c-966f-4334-ac32-dc7bc537910d",
"risk_score": 25.11,
"... | adavis | training_data_poisoning | null | null | null | No additional info | AI system training_data_poisoning by adavis No additional info | null | null | null | null | null | null | null | null | null | null | null | model-3836ba93 | aa0cff784e61a239c67fff977fa8e146 | 35f9309296b45d5a0588a0d0856fd73b2f20711e | null | null | null | null | null | null | null |
409b9a6a-e3d1-4494-8ebe-8d94afe3678f | 2025-02-26T03:51:27 | iot | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|high| desc=IoT device Sensor physical_tamper No additional info noise=list | {
"geo_location": "Macao",
"device_hash": "c61c452d0b10010a235e3710f0aea6809f9198a6",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; ts-ZA; rv:1.9.1.20) Gecko/7616-06-16 23:41:08 Firefox/3.8",
"session_id": "541f56a5-031b-4080-836d-a6d9c2e3ae23",
"risk_score": 61.43,
"confidence": 0.91
} | null | physical_tamper | null | null | null | No additional info | IoT device Sensor physical_tamper No additional info | null | Sensor | iot-26b6943e | 4.4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
168bea58-fb8b-4225-900e-3084d166ab26 | 2025-01-31T14:19:09 | ai | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|low| desc=AI system membership_inference by norma56 Unconventional IOC: Quantum random number deviations | {
"geo_location": "Togo",
"device_hash": "07d86b1665b7e04a7808261a849f1f65345c545c3f56c36f8aaca1e2194958af",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_4; rv:1.9.5.20) Gecko/4864-04-22 18:49:00 Firefox/5.0",
"session_id": "c99b968f-45ec-4cbf-a9d4-16a799dbb997",
"risk_score": 64.61,
"confiden... | norma56 | membership_inference | null | null | null | Unconventional IOC: Quantum random number deviations | AI system membership_inference by norma56 Unconventional IOC: Quantum random number deviations | null | null | null | null | null | null | null | null | null | null | null | model-d7944c83 | 5c8c8ad7457d9205de1d69458445f336a82eef47d1e42719657c09dda57df4fa | 671ceae8dd0c6dd5de7dd1cf73f0e1c40a1de090626d96aedbb9ec0cf5257330 | null | null | null | null | null | null | null |
0a5d3935-9357-4e58-9572-46f89e2c1d1d | 2025-07-06T05:25:34 | firewall | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine RDP traffic from 71.3.251.191:911 to 164.68.90.192:36759 MITRE Technique: T1547.001 | {
"geo_location": "United Arab Emirates",
"device_hash": "7c25b090c76b316fa3727746b192d6bd",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_4_4 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) FxiOS/12.5p9461.0 Mobile/25P494 Safari/531.1",
"session_id": "60894e2f-98cd-4b37-8eb9-8527e3a5f825",
"risk_... | null | quarantine | null | null | null | MITRE Technique: T1547.001 | Firewall quarantine RDP traffic from 71.3.251.191:911 to 164.68.90.192:36759 MITRE Technique: T1547.001 | {
"baseline_deviation": 1.8,
"entropy": 5.73,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 71.3.251.191 | 164.68.90.192 | null | null | null | null | null | null | null | null | 911 | 36,759 | RDP | 368,247 | 176 | null | null |
a1967545-6718-467e-b86a-254da49d9e3e | 2025-04-15T07:32:37 | network | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 211.141.165.178 to 10.197.72.23 No additional info | {
"geo_location": "Azerbaijan",
"device_hash": "9a73b18994250cd3ab0b3b728f27ffd7",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; sq-ML) AppleWebKit/532.40.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6532.40.4",
"session_id": "1418b943-a1f5-461f-8e14-355dae6d4344",
"risk_sco... | null | bandwidth_usage | null | null | null | No additional info | Network bandwidth_usage from 211.141.165.178 to 10.197.72.23 No additional info | null | null | null | null | 211.141.165.178 | 10.197.72.23 | null | null | null | null | null | null | null | null | null | null | HTTPS | 919,802 | null | null | null |
cb168aa1-00d3-45d8-a9b1-40cee6025203 | 2025-05-09T07:50:42 | ids_alert | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|high| desc=QRadar Alert: SQL Injection detected from 44.156.114.153 targeting 124.81.251.127 No additional info | {
"geo_location": "Saudi Arabia",
"device_hash": "f528a49fda99fa63c025a2a9d84f74311fb526b4",
"user_agent": "Opera/9.18.(X11; Linux i686; tk-TM) Presto/2.9.171 Version/10.00",
"session_id": "12028e52-afc4-41ac-b460-99aed4c37556",
"risk_score": 25.43,
"confidence": 0.39
} | null | null | null | null | null | No additional info | QRadar Alert: SQL Injection detected from 44.156.114.153 targeting 124.81.251.127 No additional info | null | null | null | null | 44.156.114.153 | 124.81.251.127 | SQL Injection | SIG-2520 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
f46056a5-a869-4a08-b7b9-4036f8beb9ef | 2025-05-10T02:04:45 | ids_alert | Tanium v7.4.0 | high | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|high| desc=Tanium Alert: DDoS detected from 177.199.54.194 targeting 168.40.75.53 No additional info | {
"geo_location": "North Macedonia",
"device_hash": "e1efde2021340033fa5a9117d97d6ba53932c43507a7738d2d4d549c035e2471",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_2; rv:1.9.6.20) Gecko/5384-02-21 00:13:37 Firefox/7.0",
"session_id": "220a0a73-66b8-40f0-892a-1722d9b2a759",
"risk_score": 16.7,
... | null | null | null | null | null | No additional info | Tanium Alert: DDoS detected from 177.199.54.194 targeting 168.40.75.53 No additional info | null | null | null | null | 177.199.54.194 | 168.40.75.53 | DDoS | SIG-4905 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
39ae9591-cad0-4bc3-b690-582a0b5bb20d | 2025-06-10T16:31:26 | cloud | AlienVault v5.7.0 | medium | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud container_escape in AWS by matthewsmelissa No additional info | {
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "a74a68501c7b9b73b257dbeee584ac5651bebe83",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 11.0; Trident/3.0)",
"session_id": "d7f5929f-1c10-4402-98cf-63d23e33dde6",
"risk_score": 100,
"confidence": 0.46
} | matthewsmelissa | container_escape | null | null | null | No additional info | Cloud container_escape in AWS by matthewsmelissa No additional info | null | null | null | null | null | null | null | null | null | AWS | res-e3e392da | null | null | null | null | null | null | null | null | null | null |
49ac9dfc-43f2-49c2-be69-e084842c9498 | 2025-02-16T07:26:09 | network | Wazuh v4.5.0 | high | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|high| desc=Network covert_channel from 10.62.195.255 to 144.190.45.111 No additional info | {
"geo_location": "Myanmar",
"device_hash": "957628ad88a61f855425d6e8fda94fd93039ac0f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/5.0)",
"session_id": "ba52c6f3-dff8-4cd7-9c83-ecb9a3a498ce",
"risk_score": 49.29,
"confidence": 0.74
} | null | covert_channel | null | null | null | No additional info | Network covert_channel from 10.62.195.255 to 144.190.45.111 No additional info | null | null | null | null | 10.62.195.255 | 144.190.45.111 | null | null | null | null | null | null | null | null | null | null | TCP | 871,298 | null | null | null |
e9e045e9-fdbb-41a0-a12e-261f021552da | 2025-05-05T18:23:55 | ids_alert | Vectra AI v5.0.0 | emergency | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Vectra AI Alert: Brute Force detected from 47.170.36.69 targeting 191.230.88.1 No additional info | {
"geo_location": "Solomon Islands",
"device_hash": "31212fdadd6728ad3620b90c56d40df5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Trident/4.1)",
"session_id": "968306b7-2df5-40ec-9dc5-0b26f41ddf66",
"risk_score": 46.03,
"confidence": 0.88
} | null | null | null | null | null | No additional info | Vectra AI Alert: Brute Force detected from 47.170.36.69 targeting 191.230.88.1 No additional info | null | null | null | null | 47.170.36.69 | 191.230.88.1 | Brute Force | SIG-7837 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
d9062004-a396-47e0-8cce-6c58332c34d3 | 2025-03-06T21:17:46 | cloud | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|critical| desc=Cloud container_escape in GCP by mezacasey MITRE Technique: T1218.011 | Associated Threat Actor: FIN7 | Unconventional IOC: ACPI table modifications | {
"geo_location": "United States of America",
"device_hash": "f829a7c209265bd4ea8fd7ff058a4291",
"user_agent": "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/40.0.818.0 Safari/531.2",
"session_id": "7b814ec9-90a9-45b8-a279-a9044ebd7a7a",
"risk_score": 35.55,
"confidence": 0.54
} | mezacasey | container_escape | null | null | null | MITRE Technique: T1218.011 | Associated Threat Actor: FIN7 | Unconventional IOC: ACPI table modifications | Cloud container_escape in GCP by mezacasey MITRE Technique: T1218.011 | Associated Threat Actor: FIN7 | Unconventional IOC: ACPI table modifications | null | null | null | null | null | null | null | null | null | GCP | res-dd7ccc15 | null | null | null | null | null | null | null | null | null | null |
e9ef7656-80b7-48b4-ae69-c2f6567894a7 | 2025-05-26T23:42:19 | endpoint | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|medium| desc=Endpoint registry_change population by adamsstephen No additional info noise=8D12188D | {
"geo_location": "Estonia",
"device_hash": "9ee0d1bd790b481e9baa0a6176254be01de7a8a877e9c7a038bf1d8ce694d33f",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_2 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) CriOS/15.0.853.0 Mobile/71P123 Safari/533.1",
"session_id": "30b9a967-7ce4-462f-a3e0-c5e5e6f... | adamsstephen | registry_change | population | 1,350 | svchost.exe | No additional info | Endpoint registry_change population by adamsstephen No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1aac9d66-b259-45c5-a471-866c822d72d4 | 2025-06-28T02:58:29 | cloud | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|info| desc=Cloud instance_creation in AWS by nathaniel95 Associated Threat Actor: Wizard Spider | {
"geo_location": "Czech Republic",
"device_hash": "a2a4939217f90a2806f2802ca6e10f4861cd69d2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.2; Trident/4.1)",
"session_id": "6f3b0bee-1b4f-4ccb-8fa8-0e3cc77e240d",
"risk_score": 79.86,
"confidence": 0.28
} | nathaniel95 | instance_creation | null | null | null | Associated Threat Actor: Wizard Spider | Cloud instance_creation in AWS by nathaniel95 Associated Threat Actor: Wizard Spider | null | null | null | null | null | null | null | null | null | AWS | res-af15d318 | null | null | null | null | null | null | null | null | null | null |
f4095973-e0dd-4773-a133-c95102559a59 | 2025-06-09T20:03:39 | cloud | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|low| desc=Cloud storage_access in Alibaba by williamsjeff No additional info | {
"geo_location": "Mexico",
"device_hash": "8ca9b3cffb6bfbdbd2e9949dc6c00664361d7701cb5f602bed7b16e32ad19f09",
"user_agent": "Opera/8.79.(X11; Linux x86_64; de-CH) Presto/2.9.172 Version/11.00",
"session_id": "ded20d7e-0af9-4368-8c70-7ecf721ebfb6",
"risk_score": 32.03,
"confidence": 0.54
} | williamsjeff | storage_access | null | null | null | No additional info | Cloud storage_access in Alibaba by williamsjeff No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-1390bfc4 | null | null | null | null | null | null | null | null | null | null |
e00d7217-8673-4e61-8558-e6a96b44103f | 2025-01-28T13:19:09 | firewall | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine SSH traffic from 216.10.212.159:807 to 219.107.42.85:34848 No additional info | {
"geo_location": "Haiti",
"device_hash": "13d2e06708949e8df3a28d2888d780ef",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/4.0)",
"session_id": "823e652d-d2c3-4290-8ee0-31f3f8338d1c",
"risk_score": 45.21,
"confidence": 0.37
} | null | quarantine | null | null | null | No additional info | Firewall quarantine SSH traffic from 216.10.212.159:807 to 219.107.42.85:34848 No additional info | null | null | null | null | 216.10.212.159 | 219.107.42.85 | null | null | null | null | null | null | null | null | 807 | 34,848 | SSH | 120,640 | 1,874 | null | null |
98fd5d20-8eb6-4770-bfdd-bf7ce1ebd2af | 2025-04-04T09:52:43 | auth | QRadar v7.5.0 | medium | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for casey99 via biometric from 15.86.125.215 Associated Threat Actor: Kimsuky | {
"geo_location": "Norway",
"device_hash": "d398bfdaaac154a26f866b279cf259142ccb6166",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.0; Trident/5.0)",
"session_id": "611f52ea-6e3e-4991-b7f2-623488e83d36",
"risk_score": 30.5,
"confidence": 0.83
} | casey99 | timeout | null | null | null | Associated Threat Actor: Kimsuky | Auth timeout for casey99 via biometric from 15.86.125.215 Associated Threat Actor: Kimsuky | null | null | null | null | 15.86.125.215 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | e5:a9:14:2a:f0:c6 |
83ef2eb9-a606-40b7-9a3b-1020caf8eedc | 2025-04-15T15:50:21 | auth | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for warrenryan via password from 16.97.243.116 No additional info | {
"geo_location": "Gibraltar",
"device_hash": "99e3e3efb0d01a35f043f4d4e162d42feca75c0d",
"user_agent": "Opera/9.18.(Windows NT 11.0; sat-IN) Presto/2.9.179 Version/10.00",
"session_id": "4f363318-9c20-4726-a477-f791ff56d848",
"risk_score": 47.3,
"confidence": 0.7
} | warrenryan | timeout | null | null | null | No additional info | Auth timeout for warrenryan via password from 16.97.243.116 No additional info | null | null | null | null | 16.97.243.116 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 67:f3:f4:b9:b7:59 |
c91678b9-294e-43f4-8848-28ad1329d1ad | 2025-05-19T04:57:33 | network | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|low| desc=Network data_exfiltration from 10.54.46.19 to 165.47.77.25 No additional info | {
"geo_location": "Antigua and Barbuda",
"device_hash": "2bf67bf921e0eee27a278ec5d279af92f0050aa7",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_8) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/31.0.865.0 Safari/536.0",
"session_id": "230d2677-c8c5-466b-a973-8eaf83a5c19b",
"risk_score": 20.44,
"c... | null | data_exfiltration | null | null | null | No additional info | Network data_exfiltration from 10.54.46.19 to 165.47.77.25 No additional info | {
"baseline_deviation": 1.48,
"entropy": 4.04,
"frequency_anomaly": true,
"sequence_anomaly": false
} | null | null | null | 10.54.46.19 | 165.47.77.25 | null | null | null | null | null | null | null | null | null | null | ICMP | 85,724 | null | null | null |
6855b87a-51de-4845-8e32-c189d346ad3a | 2025-06-19T03:59:09 | firewall | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop HTTP traffic from 10.188.230.249:773 to 56.20.164.157:84 No additional info | {
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "c429305bdd44eddded2a6810c3116f77368aed1085768e5f4ca978fc9634fa90",
"user_agent": "Mozilla/5.0 (Android 12.1; Mobile; rv:61.0) Gecko/61.0 Firefox/61.0",
"session_id": "b14ba1ab-45bf-4784-a417-39804b292610",
"risk_score": 1... | null | drop | null | null | null | No additional info | Firewall drop HTTP traffic from 10.188.230.249:773 to 56.20.164.157:84 No additional info | null | null | null | null | 10.188.230.249 | 56.20.164.157 | null | null | null | null | null | null | null | null | 773 | 84 | HTTP | 706,848 | 2,107 | null | null |
444b6718-6d0d-4822-a0c2-79e2a8efea43 | 2025-03-21T20:32:02 | cloud | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in AWS by harry02 MITRE Technique: T1134.001 | {
"geo_location": "Fiji",
"device_hash": "316afcf1245ab45ffeac3608bd0698fb14c20694",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1_1 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) FxiOS/12.1q9824.0 Mobile/38E914 Safari/534.0",
"session_id": "3432bdf4-8241-447a-9009-7cd60f694f16",
"risk_score": 73.5... | harry02 | instance_creation | null | null | null | MITRE Technique: T1134.001 | Cloud instance_creation in AWS by harry02 MITRE Technique: T1134.001 | null | null | null | null | null | null | null | null | null | AWS | res-5325d706 | null | null | null | null | null | null | null | null | null | null |
18d1bdcc-bab6-4b10-a6d8-40bb641ce383 | 2025-03-27T00:02:04 | cloud | CrowdStrike v6.45.0 | medium | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in Alibaba by fstevenson No additional info | {
"geo_location": "Singapore",
"device_hash": "37dbdc5ec4272e819d64b3036cc52cecf3f3c8fd398cd5a6a50414e1556e0683",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/535.47.5 (KHTML, like Gecko) Version/4.1 Safari/535.47.5",
"session_id": "4ec85493-ed75-4c88-a49f-1e30aff5ab87",
"risk_score": 3... | fstevenson | shadow_it | null | null | null | No additional info | Cloud shadow_it in Alibaba by fstevenson No additional info | null | null | null | null | null | null | null | null | null | Alibaba | res-d5a4c6ed | null | null | null | null | null | null | null | null | null | null |
50ea0c1a-e649-485a-a2eb-14d710ec4a5e | 2025-04-01T19:59:55 | firewall | FireEye HX v4.5.0 | medium | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow HTTP traffic from 126.63.202.193:283 to 193.198.0.130:70 No additional info noise=CDAE04BA | {
"geo_location": "Puerto Rico",
"device_hash": "355fee7faef06098c43b93a3bf1b40e7",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_0; rv:1.9.6.20) Gecko/4601-06-04 04:53:52 Firefox/3.6.16",
"session_id": "ce6fb2d0-b6fd-4dc6-b039-7bff8c4d740a",
"risk_score": 64.56,
"confidence": 0.02
} | null | allow | null | null | null | No additional info | Firewall allow HTTP traffic from 126.63.202.193:283 to 193.198.0.130:70 No additional info | null | null | null | null | 126.63.202.193 | 193.198.0.130 | null | null | null | null | null | null | null | null | 283 | 70 | HTTP | 254,433 | 2,642 | null | null |
f05bdee1-9f44-4f2e-87e4-31e59b563256 | 2025-03-07T09:14:20 | auth | ArcSight v7.4.0 | info | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|info| desc=Auth challenge for hesscharles via SAML from 199.226.214.85 Associated Threat Actor: Mustang Panda | {
"geo_location": "Solomon Islands",
"device_hash": "e4c674102856a2508d1c1de580cbaa0c",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/29.0.847.0 Safari/532.1",
"session_id": "8a85850a-29d5-464f-b6bc-aa45e958f0df",
"risk_score": 48.54,
"confidence": 0.89
} | hesscharles | challenge | null | null | null | Associated Threat Actor: Mustang Panda | Auth challenge for hesscharles via SAML from 199.226.214.85 Associated Threat Actor: Mustang Panda | null | null | null | null | 199.226.214.85 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | SAML | d7:33:ff:88:4f:7a |
f0479f34-75fc-47ee-b056-9450054e4938 | 2025-06-09T02:58:27 | network | CrowdStrike v6.45.0 | critical | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|critical| desc=Network protocol_anomaly from 96.154.4.76 to 87.68.222.169 MITRE Technique: T1190 | Possible protocol tunneling noise=categories | {
"geo_location": "Netherlands",
"device_hash": "05051a18f3634f1f0c96499911220a931fb93a150dd333c87c90890acf886edf",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; gd-GB) AppleWebKit/535.4.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6535.4.7",
"session_id": "135980e4-a9e6-4c59-... | null | protocol_anomaly | null | null | null | MITRE Technique: T1190 | Possible protocol tunneling | Network protocol_anomaly from 96.154.4.76 to 87.68.222.169 MITRE Technique: T1190 | Possible protocol tunneling | null | null | null | null | 96.154.4.76 | 87.68.222.169 | null | null | null | null | null | null | null | null | null | null | HTTPS | 675,033 | null | null | null |
1953379b-dea7-43cb-90bb-24353ea8a340 | 2025-03-20T21:07:21 | firewall | Elastic SIEM v8.9.0 | medium | CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only ICMP traffic from 78.96.47.132:704 to 10.116.105.49:857 MITRE Technique: T1053.005 | {
"geo_location": "Equatorial Guinea",
"device_hash": "9d20eca4c6b1b26ac5784e44dd141559",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_3; rv:1.9.5.20) Gecko/2322-03-18 00:32:09 Firefox/3.6.20",
"session_id": "7ecedd11-aaf8-4491-a4e8-845e50479586",
"risk_score": 33.12,
"confidence": 0.29
} | null | log-only | null | null | null | MITRE Technique: T1053.005 | Firewall log-only ICMP traffic from 78.96.47.132:704 to 10.116.105.49:857 MITRE Technique: T1053.005 | null | null | null | null | 78.96.47.132 | 10.116.105.49 | null | null | null | null | null | null | null | null | 704 | 857 | ICMP | 941,304 | 953 | null | null |
3bf38248-4c1e-4e7d-97d9-d162f59d137d | 2025-03-31T04:06:41 | ids_alert | Darktrace v6.0.0 | emergency | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Darktrace Alert: DNS Tunneling detected from 191.44.128.188 targeting N/A No additional info | {
"geo_location": "Cook Islands",
"device_hash": "39ad50a84306485cb0f679f4c7b6a735",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/3.1)",
"session_id": "0fada280-3449-4526-a36d-f39b19f69f26",
"risk_score": 44.12,
"confidence": 0.87
} | null | null | null | null | null | No additional info | Darktrace Alert: DNS Tunneling detected from 191.44.128.188 targeting N/A No additional info | null | null | null | null | 191.44.128.188 | N/A | DNS Tunneling | SIG-5315 | Evasion | null | null | null | null | null | null | null | null | null | null | null | null |
5cb1e4e8-4c0a-424d-9632-77d37b19550c | 2025-01-16T17:26:19 | network | Zeek v5.0.0 | info | CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|info| desc=Network connection from 75.95.89.167 to 200.54.192.105 MITRE Technique: T1110.003 | {
"geo_location": "Thailand",
"device_hash": "30a4e531b839e6d3b68763fd8a64f0ba",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_4; rv:1.9.6.20) Gecko/9834-06-28 19:28:33 Firefox/3.6.9",
"session_id": "915a3809-68fd-4b23-abec-79d9eeeb3dcb",
"risk_score": 57.54,
"confidence": 0.07
} | null | connection | null | null | null | MITRE Technique: T1110.003 | Network connection from 75.95.89.167 to 200.54.192.105 MITRE Technique: T1110.003 | null | null | null | null | 75.95.89.167 | 200.54.192.105 | null | null | null | null | null | null | null | null | null | null | HTTP | 959,527 | null | null | null |
f8fb8028-30cf-4843-a368-0efc0d925970 | 2020-08-05T23:17:28 | ai | Trellix v10.7.0 | info | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|info| desc=AI system model_access by riosthomas MITRE Technique: T1204.002 | {
"geo_location": "Romania",
"device_hash": "af362317f19439ccb0c71b091ef7d8597212121f",
"user_agent": "Opera/9.68.(Windows 95; az-AZ) Presto/2.9.182 Version/11.00",
"session_id": "1ab9c97c-8065-49e2-96b8-259a12dab56f",
"risk_score": 57.14,
"confidence": 0.41
} | riosthomas | model_access | null | null | null | MITRE Technique: T1204.002 | AI system model_access by riosthomas MITRE Technique: T1204.002 | null | null | null | null | null | null | null | null | null | null | null | model-ce000419 | f8992ddfd1cc0bc0d2bbcfc2da6963da | 6a2216244f0ba0ebab6d3572a26564bbfa43690b | null | null | null | null | null | null | null |
386f795a-6f22-4910-842a-2cde7545abfc | 2025-03-05T00:33:40 | auth | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|info| desc=Auth challenge for edgarharris via OAuth from 75.220.166.114 No additional info | {
"geo_location": "Andorra",
"device_hash": "6ab267d5cf18eb458658cde2a3e64710",
"user_agent": "Opera/9.76.(X11; Linux x86_64; ml-IN) Presto/2.9.167 Version/10.00",
"session_id": "81aac026-9cd8-4ef3-a8ef-a64713b73af2",
"risk_score": 27.75,
"confidence": 0.67
} | edgarharris | challenge | null | null | null | No additional info | Auth challenge for edgarharris via OAuth from 75.220.166.114 No additional info | null | null | null | null | 75.220.166.114 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | b8:d7:2b:89:39:a1 |
660e6ef5-98e8-453f-b04e-726a989e7fc7 | 2025-02-10T14:08:35 | ids_alert | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|low| desc=LogRhythm Alert: Domain Fronting detected from 124.90.16.39 targeting 46.99.58.150 MITRE Technique: T1204.002 noise=F1976A8D | {
"geo_location": "Christmas Island",
"device_hash": "eb9b62a2ae86f5b8f82a41e919526999",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 6_1_6 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/14.6p6149.0 Mobile/68Z468 Safari/535.1",
"session_id": "067cfc48-a060-43b8-b5ba-9b3064b907cc",
"risk_score... | null | null | null | null | null | MITRE Technique: T1204.002 | LogRhythm Alert: Domain Fronting detected from 124.90.16.39 targeting 46.99.58.150 MITRE Technique: T1204.002 | null | null | null | null | 124.90.16.39 | 46.99.58.150 | Domain Fronting | SIG-1586 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
e2a0ad10-88a2-4913-9fb8-336db385326f | 2025-03-12T00:47:59 | ids_alert | Tanium v7.4.0 | emergency | CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|emergency| desc=Tanium Alert: Brute Force detected from 10.75.197.168 targeting 10.130.98.40 MITRE Technique: T1547.001 noise=4D800977 | {
"geo_location": "Mauritania",
"device_hash": "4a7383a93c006c6095f2b6ae421a0b0a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Trident/5.1)",
"session_id": "27505a34-ec69-47a7-be24-67828970282f",
"risk_score": 20.78,
"confidence": 0.73
} | null | null | null | null | null | MITRE Technique: T1547.001 | Tanium Alert: Brute Force detected from 10.75.197.168 targeting 10.130.98.40 MITRE Technique: T1547.001 | null | null | null | null | 10.75.197.168 | 10.130.98.40 | Brute Force | SIG-8315 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
eb093796-9de6-4f2b-8b4a-9f4cb50618d6 | 2025-01-26T01:43:59 | iot | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor physical_tamper MITRE Technique: T1543.003 | Associated Threat Actor: Cobalt Group | {
"geo_location": "British Virgin Islands",
"device_hash": "b2516f1475b5f9fe3207043bc2d126b9cd9705ad",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 13_7 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/18.3q9780.0 Mobile/00X420 Safari/534.2",
"session_id": "25f14cef-d7e6-4493-a972-b3b71d65f126",
"r... | null | physical_tamper | null | null | null | MITRE Technique: T1543.003 | Associated Threat Actor: Cobalt Group | IoT device Sensor physical_tamper MITRE Technique: T1543.003 | Associated Threat Actor: Cobalt Group | null | Sensor | iot-64b3154e | 8.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
51c7f8bc-483f-493e-a3e9-ba4d8000e232 | 2025-06-30T18:02:29 | auth | LogRhythm v7.5.0 | info | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|info| desc=Auth success for michelegarcia via password from 55.142.249.120 No additional info | {
"geo_location": "Germany",
"device_hash": "3fc9498c89025f601b5e62bdb1c0f47e1706048b9943ba8bda53f58a5925dcfd",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/533.5.3 (KHTML, like Gecko) Version/4.0 Safari/533.5.3",
"session_id": "d34627e8-9089-457a-b0a8-a549797153c4",
"risk_score": 87.7,
"... | michelegarcia | success | null | null | null | No additional info | Auth success for michelegarcia via password from 55.142.249.120 No additional info | {
"baseline_deviation": 0.7,
"entropy": 6.52,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 55.142.249.120 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | 58:77:78:65:bc:f0 |
8a5fb512-b71f-44b1-b1ba-ad8a0c41d197 | 2025-04-18T00:17:38 | endpoint | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec soldier by fsanchez No additional info noise=B9C4FCF9 | {
"geo_location": "Jersey",
"device_hash": "a94ba02b6ca936499564e3e9cf12dee975d45423",
"user_agent": "Opera/9.82.(X11; Linux i686; lzh-TW) Presto/2.9.183 Version/10.00",
"session_id": "02c3cf11-bd18-447d-83f6-1a5390868c76",
"risk_score": 32.25,
"confidence": 0.61
} | fsanchez | wmi_exec | soldier | 1,895 | svchost.exe | No additional info | Endpoint wmi_exec soldier by fsanchez No additional info | {
"baseline_deviation": 0.79,
"entropy": 5.09,
"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 |
3b25d928-7e46-4087-8803-f0da79f17b41 | 2025-02-10T13:16:56 | ids_alert | OSSEC v3.7.0 | emergency | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|emergency| desc=OSSEC Alert: Brute Force detected from 102.179.139.176 targeting N/A MITRE Technique: T1071.001 noise=posts | {
"geo_location": "Argentina",
"device_hash": "4242f820128e91a9021da31ca4f1322f",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.1) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/23.0.861.0 Safari/534.1",
"session_id": "b057d78a-cfc6-4679-8aa0-2835abc5b120",
"risk_score": 25.76,
"confidence": 0.83
} | null | null | null | null | null | MITRE Technique: T1071.001 | OSSEC Alert: Brute Force detected from 102.179.139.176 targeting N/A MITRE Technique: T1071.001 | {
"baseline_deviation": 2.02,
"entropy": 7.01,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 102.179.139.176 | N/A | Brute Force | SIG-3956 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
6d65fd57-f58f-47d5-a770-9712fe414c34 | 2025-07-09T10:27:47 | ai | Trellix v10.7.0 | critical | CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|critical| desc=AI system model_access by frodriguez Associated Threat Actor: Inception Framework | {
"geo_location": "Korea",
"device_hash": "1b224ed5c6aabf4db2170510f30f836be26384c1",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/5.0)",
"session_id": "7710b99e-8d6a-4988-86d9-62eb674ba852",
"risk_score": 62.4,
"confidence": 0.1
} | frodriguez | model_access | null | null | null | Associated Threat Actor: Inception Framework | AI system model_access by frodriguez Associated Threat Actor: Inception Framework | null | null | null | null | null | null | null | null | null | null | null | model-6864aac1 | c49628cfe7cc57cb60166e6e66a806bad69cfac9b35ae611298a2a100a32159f | 12538a2fecf5e37f60cab07e2dae1c51 | null | null | null | null | null | null | null |
4314fba7-1738-4303-83c4-564acb32a5bc | 2025-04-09T13:01:16 | ids_alert | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|low| desc=OSSEC Alert: Container Escape detected from 142.108.57.234 targeting N/A No additional info | {
"geo_location": "Mongolia",
"device_hash": "90486bccaf287e3f2c1893ca9bfe490e",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/36.0.896.0 Safari/532.2",
"session_id": "3e50db31-7a96-43ee-aa16-94aed983dc21",
"risk_score": 52.39,
"confidence": 0.68
} | null | null | null | null | null | No additional info | OSSEC Alert: Container Escape detected from 142.108.57.234 targeting N/A No additional info | null | null | null | null | 142.108.57.234 | N/A | Container Escape | SIG-4758 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
667c91ec-ce8c-42c7-b9a6-d920dac81c33 | 2025-04-15T04:35:56 | ai | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|info| desc=AI system api_abuse by jordan80 No additional info | {
"geo_location": "British Virgin Islands",
"device_hash": "079a5ee796132aafcabcc20a4db5948f",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_6) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/58.0.889.0 Safari/536.0",
"session_id": "8231400f-5186-47d7-b9f6-effece1a1016",
"risk_score": 55.89,
"con... | jordan80 | api_abuse | null | null | null | No additional info | AI system api_abuse by jordan80 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-774fabbd | 771ceaf47b6d5462cf5d5b5a5603d63f3de90f05f31c11b3f571da7bfec9ddb3 | 615b35a2e6974ed0558a83b8654d0bc652cdf76599e7ba34a3315c13f4debf67 | null | null | null | null | null | null | null |
00f977c7-040e-4ca6-9f51-cb92d885ed54 | 2025-01-31T09:01:15 | firewall | Trellix v10.7.0 | medium | CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop HTTPS traffic from 10.36.93.247:450 to 206.121.154.237:62414 No additional info | {
"geo_location": "Malta",
"device_hash": "d968207cf04fd2ce79964c715865da51",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/4.0)",
"session_id": "c37b0f79-6397-418b-8677-cc9c9ec228cf",
"risk_score": 56.89,
"confidence": 0.36
} | null | drop | null | null | null | No additional info | Firewall drop HTTPS traffic from 10.36.93.247:450 to 206.121.154.237:62414 No additional info | null | null | null | null | 10.36.93.247 | 206.121.154.237 | null | null | null | null | null | null | null | null | 450 | 62,414 | HTTPS | 429,714 | 2,035 | null | null |
fa9732b2-153a-4f42-82f2-039ba4c190cd | 2025-04-30T13:39:27 | ids_alert | Microsoft Sentinel v1.0.0 | low | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|low| desc=Microsoft Sentinel Alert: Cloud API Abuse detected from 138.74.154.183 targeting N/A No additional info | {
"geo_location": "Tokelau",
"device_hash": "9a63860cfa6e504b6ae8d9e3e2b3cfe723270cdf7612bc93ca51fa429a806f91",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_3 rv:6.0; cmn-TW) AppleWebKit/532.30.3 (KHTML, like Gecko) Version/4.0.3 Safari/532.30.3",
"session_id": "5c1909fa-8949-4fa1-a3d2-e11b84640d5... | null | null | null | null | null | No additional info | Microsoft Sentinel Alert: Cloud API Abuse detected from 138.74.154.183 targeting N/A No additional info | null | null | null | null | 138.74.154.183 | N/A | Cloud API Abuse | SIG-3486 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
e8da2d06-4e54-44db-8770-32e65a422689 | 2025-05-22T09:44:05 | iot | FireEye HX v4.5.0 | info | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|info| desc=IoT device Camera command_injection MITRE Technique: T1059.001 | {
"geo_location": "China",
"device_hash": "ecf528056004d2585b2e4b4d41373d9c",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_4 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) CriOS/56.0.899.0 Mobile/90K203 Safari/531.0",
"session_id": "d57c0968-2ef9-4726-8b87-e62d205cdd67",
"risk_score": 54.07,
... | null | command_injection | null | null | null | MITRE Technique: T1059.001 | IoT device Camera command_injection MITRE Technique: T1059.001 | null | Camera | iot-ef794fc4 | 7.0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
465496cc-862a-4b23-9847-e0a579971040 | 2025-06-01T01:34:31 | firewall | Darktrace v6.0.0 | critical | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny ICMP traffic from 119.251.160.205:48113 to 153.197.221.115:347 MITRE Technique: T1059.001 | Geo anomaly: Impossible travel detected | {
"geo_location": "New Caledonia",
"device_hash": "49e009f909e7c9c8819b7a7952fd03e2",
"user_agent": "Mozilla/5.0 (Android 2.2; Mobile; rv:33.0) Gecko/33.0 Firefox/33.0",
"session_id": "ce7d960c-4246-463a-a560-28c52c102fe4",
"risk_score": 90.07,
"confidence": 0.04
} | null | deny | null | null | null | MITRE Technique: T1059.001 | Geo anomaly: Impossible travel detected | Firewall deny ICMP traffic from 119.251.160.205:48113 to 153.197.221.115:347 MITRE Technique: T1059.001 | Geo anomaly: Impossible travel detected | null | null | null | null | 119.251.160.205 | 153.197.221.115 | null | null | null | null | null | null | null | null | 48,113 | 347 | ICMP | 536,407 | 1,643 | null | null |
242e8794-2163-4f1f-9b30-bae3092dfcc9 | 2025-01-16T00:39:52 | endpoint | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection /either/present.flac by mahoneyroy MITRE Technique: T1543.003 | {
"geo_location": "Bahrain",
"device_hash": "b0f6bc1e466b59dadce00145875ccbc7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.01; Trident/5.0)",
"session_id": "28731924-b645-496f-9e57-093ae8229e89",
"risk_score": 72.8,
"confidence": 0.26
} | mahoneyroy | memory_injection | /either/present.flac | 9,891 | svchost.exe | MITRE Technique: T1543.003 | Endpoint memory_injection /either/present.flac by mahoneyroy MITRE Technique: T1543.003 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7632f507-69de-4bcf-af89-e39b3e45dcac | 2025-02-01T09:04:21 | network | QRadar v7.5.0 | low | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|low| desc=Network disconnection from 10.148.222.140 to 66.211.4.26 DGA domain detected | {
"geo_location": "Iran",
"device_hash": "17bdecd1d52581bc9675e7fa4b0907dd06731105",
"user_agent": "Mozilla/5.0 (Windows NT 5.0) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/25.0.870.0 Safari/531.0",
"session_id": "c021ca3e-6bc8-4922-b83f-b4be49406159",
"risk_score": 75.99,
"confidence": 0.64
} | null | disconnection | null | null | null | DGA domain detected | Network disconnection from 10.148.222.140 to 66.211.4.26 DGA domain detected | null | null | null | null | 10.148.222.140 | 66.211.4.26 | null | null | null | null | null | null | null | null | null | null | HTTPS | 791,555 | null | null | null |
050c240e-d389-44bb-a083-6a9b32b338df | 2025-02-19T22:25:47 | firewall | AlienVault v5.7.0 | info | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|info| desc=Firewall quarantine NTP traffic from 190.163.193.203:83 to 190.222.183.16:43587 No additional info | {
"geo_location": "Paraguay",
"device_hash": "9a2f93a8444d010fa05ad505b70211f8",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/534.37.3 (KHTML, like Gecko) Version/5.0.3 Safari/534.37.3",
"session_id": "f3840f06-8b7b-4b9e-9416-5f482293ec83",
"risk_score": 36.31,
"confidence": 0.58
} | null | quarantine | null | null | null | No additional info | Firewall quarantine NTP traffic from 190.163.193.203:83 to 190.222.183.16:43587 No additional info | null | null | null | null | 190.163.193.203 | 190.222.183.16 | null | null | null | null | null | null | null | null | 83 | 43,587 | NTP | 572,848 | 31 | null | null |
68a9c9aa-77d0-4586-a484-c0c451dc5f26 | 2025-04-03T20:52:10 | ids_alert | Snort v2.9.20 | emergency | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|emergency| desc=Snort Alert: MFA Bypass detected from 98.66.51.81 targeting N/A MITRE Technique: T1204.002 | {
"geo_location": "North Korea",
"device_hash": "a827452dd8dcfd12310430a3fbc7642968abc5f4",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_2 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/15.2q0789.0 Mobile/10L979 Safari/536.0",
"session_id": "b5dc407a-a2b2-4510-8800-09e6e40f3a90",
"risk_score":... | null | null | null | null | null | MITRE Technique: T1204.002 | Snort Alert: MFA Bypass detected from 98.66.51.81 targeting N/A MITRE Technique: T1204.002 | null | null | null | null | 98.66.51.81 | N/A | MFA Bypass | SIG-6582 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
4558d44c-1e17-458b-be9c-99ec71a685fe | 2025-05-08T23:05:24 | firewall | ArcSight v7.4.0 | high | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall drop TCP traffic from 183.108.49.78:381 to 82.78.108.203:14188 MITRE Technique: T1071.001 | {
"geo_location": "British Virgin Islands",
"device_hash": "0cc76f0cb81dee1f95f1dbc4af00a838c93dcb0d83ac0f90982900975fe50f14",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 4.0; Trident/4.1)",
"session_id": "9f4a6490-8bc3-44ab-bf1e-116695d5baeb",
"risk_score": 26.22,
"confidence": 0.08
} | null | drop | null | null | null | MITRE Technique: T1071.001 | Firewall drop TCP traffic from 183.108.49.78:381 to 82.78.108.203:14188 MITRE Technique: T1071.001 | null | null | null | null | 183.108.49.78 | 82.78.108.203 | null | null | null | null | null | null | null | null | 381 | 14,188 | TCP | 230,764 | 889 | null | null |
456cec18-91f3-42e7-b232-5212dc81d6e0 | 2025-01-24T23:23:04 | cloud | QRadar v7.5.0 | high | CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in GCP by kellipayne MITRE Technique: T1059.001 | Associated Threat Actor: Sandworm Team noise=UXVhbGl0eS4= | {
"geo_location": "American Samoa",
"device_hash": "b4401c6a64665696bbfbb88d49c80f5e67c8593649e7ef477d19317b6ab90984",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/24.0.851.0 Safari/533.0",
"session_id": "df11b9f6-8bef-424b-89a1-767e173245d9",
"risk_score": 100,
... | kellipayne | api_abuse | null | null | null | MITRE Technique: T1059.001 | Associated Threat Actor: Sandworm Team | Cloud api_abuse in GCP by kellipayne MITRE Technique: T1059.001 | Associated Threat Actor: Sandworm Team | null | null | null | null | null | null | null | null | null | GCP | res-fffaa864 | null | null | null | null | null | null | null | null | null | null |
2529980e-42cd-4feb-9a81-c662daf44f5b | 2025-05-04T21:20:22 | network | Wazuh v4.5.0 | low | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|low| desc=Network beaconing from 151.94.226.145 to 55.158.252.177 MITRE Technique: T1547.001 | {
"geo_location": "Svalbard & Jan Mayen Islands",
"device_hash": "bd042aafc12f0515b2181b3d0af89400",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.1; Trident/3.1)",
"session_id": "f9818a17-b2be-4870-bd1c-857a8f4c854f",
"risk_score": 10.2,
"confidence": 0.75
} | null | beaconing | null | null | null | MITRE Technique: T1547.001 | Network beaconing from 151.94.226.145 to 55.158.252.177 MITRE Technique: T1547.001 | null | null | null | null | 151.94.226.145 | 55.158.252.177 | null | null | null | null | null | null | null | null | null | null | ICMP | 733,844 | null | null | null |
b05ac63d-3e07-4dfd-b1da-10aae5b98875 | 2025-05-30T19:56:24 | iot | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|high| desc=IoT device Thermostat battery_drain MITRE Technique: T1053.005 | {
"geo_location": "Mozambique",
"device_hash": "3a1f69910dc251cf29de40c136d4e784",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/5.0)",
"session_id": "39fd893d-b534-4ecd-953d-31b96393aa97",
"risk_score": 35.28,
"confidence": 0.59
} | null | battery_drain | null | null | null | MITRE Technique: T1053.005 | IoT device Thermostat battery_drain MITRE Technique: T1053.005 | null | Thermostat | iot-404dac13 | 7.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1357a2a4-1240-4351-b41b-bbeabb9076c1 | 2025-02-19T00:30:49 | endpoint | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint scheduled_task song by comptonbryan No additional info | {
"geo_location": "Timor-Leste",
"device_hash": "c818cb99a67cb4ad37a31d193cf38a17",
"user_agent": "Opera/8.88.(Windows 98; it-CH) Presto/2.9.169 Version/12.00",
"session_id": "a568d8e8-cf98-4d8f-9f84-76cea50e7e5d",
"risk_score": 31.33,
"confidence": 0.89
} | comptonbryan | scheduled_task | song | 1,883 | powershell.exe | No additional info | Endpoint scheduled_task song by comptonbryan No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5cc3a8ad-1a07-4102-8d05-b51d21dba48a | 2025-01-28T23:19:48 | endpoint | ArcSight v7.4.0 | low | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|low| desc=Endpoint service_install /computer/card.xlsx by tracykennedy No additional info | {
"geo_location": "Somalia",
"device_hash": "728e685dd734dcc4bb112fe4836dda8a",
"user_agent": "Opera/8.70.(X11; Linux x86_64; fy-NL) Presto/2.9.166 Version/12.00",
"session_id": "b1688450-15f2-43bb-8b6c-0963bf7cc647",
"risk_score": 63.58,
"confidence": 0.23
} | tracykennedy | service_install | /computer/card.xlsx | 7,515 | explorer.exe | No additional info | Endpoint service_install /computer/card.xlsx by tracykennedy No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a4bb2185-a13f-433a-95d3-d7edec291351 | 2025-03-11T13:41:51 | cloud | CrowdStrike v6.45.0 | low | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in Alibaba by kylewong MITRE Technique: T1059.005 | {
"geo_location": "Cyprus",
"device_hash": "5218b9583b44bbe77b184655f2519e1e",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_5_9 rv:5.0; sq-AL) AppleWebKit/531.17.3 (KHTML, like Gecko) Version/5.1 Safari/531.17.3",
"session_id": "3c5d46c9-213e-4239-8d1e-a72229dae378",
"risk_score": 41.35,
"confiden... | kylewong | api_abuse | null | null | null | MITRE Technique: T1059.005 | Cloud api_abuse in Alibaba by kylewong MITRE Technique: T1059.005 | null | null | null | null | null | null | null | null | null | Alibaba | res-0cb6fb37 | null | null | null | null | null | null | null | null | null | null |
4c25c7d1-8627-472f-863b-f17716037485 | 2025-04-23T07:23:48 | network | Palo Alto Cortex v3.0.0 | high | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 57.113.72.149 to 181.31.6.26 MITRE Technique: T1204.002 | {
"geo_location": "Argentina",
"device_hash": "ce34c633e035f25f19341efec49e4975bcb7e497",
"user_agent": "Opera/9.24.(X11; Linux i686; ik-CA) Presto/2.9.168 Version/12.00",
"session_id": "3a1f520f-0ceb-42f4-a788-cdf844ff676e",
"risk_score": 99.07,
"confidence": 0.83
} | null | latency_spike | null | null | null | MITRE Technique: T1204.002 | Network latency_spike from 57.113.72.149 to 181.31.6.26 MITRE Technique: T1204.002 | null | null | null | null | 57.113.72.149 | 181.31.6.26 | null | null | null | null | null | null | null | null | null | null | HTTPS | 393,534 | null | null | null |
87188ee3-bf40-4fea-b982-87913f7c8b4d | 2025-02-20T14:58:02 | ids_alert | QRadar v7.5.0 | emergency | CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=QRadar Alert: AI Model Poisoning detected from 104.38.237.53 targeting N/A No additional info | {
"geo_location": "Bahamas",
"device_hash": "700c13455997b88290674e62e6a20c8c",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 9_3_6 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) CriOS/48.0.804.0 Mobile/91I506 Safari/536.2",
"session_id": "7568077b-3079-440d-94cf-bce91b6533b2",
"risk_score": 89.02,
... | null | null | null | null | null | No additional info | QRadar Alert: AI Model Poisoning detected from 104.38.237.53 targeting N/A No additional info | null | null | null | null | 104.38.237.53 | N/A | AI Model Poisoning | SIG-5267 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
4486ed16-0b13-4031-84ec-d1f001eced6a | 2025-01-20T21:11:04 | endpoint | Suricata v6.0.10 | high | CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|high| desc=Endpoint service_install /camera/add.wav by doughertyamanda MITRE Technique: T1059.001 | {
"geo_location": "Haiti",
"device_hash": "015109087700ddd7a2fa25f5db94fea8",
"user_agent": "Mozilla/5.0 (Windows CE; apn-IN; rv:1.9.1.20) Gecko/2028-11-02 19:04:36 Firefox/3.8",
"session_id": "b7fa901a-3021-4901-8b4e-cae6f8a4f883",
"risk_score": 34.93,
"confidence": 0.3
} | doughertyamanda | service_install | /camera/add.wav | 5,259 | cmd.exe | MITRE Technique: T1059.001 | Endpoint service_install /camera/add.wav by doughertyamanda MITRE Technique: T1059.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
85275b2c-c24f-4992-b8ae-763b0127d1cb | 2027-10-25T08:03:40 | ai | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|low| desc=AI system model_access by alancarter MITRE Technique: T1190 noise=U2NpZW5jZS4= | {
"geo_location": "Colombia",
"device_hash": "79403cc4c48955d888d919312edbfecd",
"user_agent": "Mozilla/5.0 (Windows 95; bhb-IN; rv:1.9.2.20) Gecko/2694-09-29 04:59:39 Firefox/3.8",
"session_id": "d50bdca6-7006-4ac4-a3ca-cec23fb6c2de",
"risk_score": 45.35,
"confidence": 0.1
} | alancarter | model_access | null | null | null | MITRE Technique: T1190 | AI system model_access by alancarter MITRE Technique: T1190 | null | null | null | null | null | null | null | null | null | null | null | model-4a154e77 | 0c268bc41d574b501a955c1cd1b455ee2a872bde | 308bf77923f66a15d94a519f038775b9 | null | null | null | null | null | null | null |
0d95834d-c582-4d2b-8231-33f7d6eb9862 | 2025-05-04T22:03:49 | auth | Tanium v7.4.0 | low | CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|low| desc=Auth locked for williamsvicki via biometric from 10.116.177.146 MITRE Technique: T1059.005 | {
"geo_location": "Faroe Islands",
"device_hash": "2602a39c3ea3eb5d9b4bdcc2025f2679cf29f88c",
"user_agent": "Opera/9.65.(Windows 98; Win 9x 4.90; be-BY) Presto/2.9.160 Version/12.00",
"session_id": "e989a882-f427-443b-8172-51b806965eab",
"risk_score": 64.47,
"confidence": 0.9
} | williamsvicki | locked | null | null | null | MITRE Technique: T1059.005 | Auth locked for williamsvicki via biometric from 10.116.177.146 MITRE Technique: T1059.005 | null | null | null | null | 10.116.177.146 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | 7a:67:36:29:8f:cf |
b4b05668-807a-4a89-9e8c-2614a80ef225 | 2025-02-20T00:24:53 | endpoint | Trellix v10.7.0 | low | CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint service_install /president/situation.png by rgraham Living-off-the-land technique detected noise=blog/main/list | {
"geo_location": "Kiribati",
"device_hash": "77f0ecb2099ee32cdb61d3fe250c242ec8fed939234adab85082b5ad00adbace",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/534.42.2 (KHTML, like Gecko) Version/4.0.3 Safari/534.42.2",
"session_id": "03214688-15a0-47cb-9b29-c2332a828f71",
"risk_score": ... | rgraham | service_install | /president/situation.png | 3,697 | powershell.exe | Living-off-the-land technique detected | Endpoint service_install /president/situation.png by rgraham Living-off-the-land technique detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
145ac9de-bc9d-4777-a7b4-d8d6659fceef | 2023-11-20T11:04:30 | endpoint | Splunk v9.0.2 | low | CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|low| desc=Endpoint process_stop /single/hold.ods by jasonbarron No additional info | {
"geo_location": "Sao Tome and Principe",
"device_hash": "c967e38d71f906d45bb5309aeff268acc3927233",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; hi-IN; rv:1.9.0.20) Gecko/8606-07-28 17:23:50 Firefox/9.0",
"session_id": "6bea9d68-32be-440d-b6b3-c24d19b3d9b8",
"risk_score": 26.72,
"confidence": 0.3
} | jasonbarron | process_stop | /single/hold.ods | 8,371 | cmd.exe | No additional info | Endpoint process_stop /single/hold.ods by jasonbarron No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32bbdbc8-3f74-474f-a9f1-1ddc5af765c4 | 2028-04-09T00:45:25 | endpoint | Microsoft Sentinel v1.0.0 | critical | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint process_stop /true/security.jpeg by leeeric MITRE Technique: T1547.001 | {
"geo_location": "North Korea",
"device_hash": "12ffb5663751c3e8201d02c931f9533a74d01c26",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) CriOS/28.0.832.0 Mobile/15E699 Safari/532.1",
"session_id": "2de1dea7-30dd-47db-9032-5c6e0a3cb3ea",
"risk_score": ... | leeeric | process_stop | /true/security.jpeg | 4,980 | svchost.exe | MITRE Technique: T1547.001 | Endpoint process_stop /true/security.jpeg by leeeric MITRE Technique: T1547.001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6844a4e3-083e-463f-a1d7-893ffa696688 | 2025-04-27T08:25:11 | cloud | Vectra AI v5.0.0 | medium | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud storage_access in OCI by jim71 Associated Threat Actor: APT35 | {
"geo_location": "Isle of Man",
"device_hash": "a65fba9ae5db7a89ecb669c9bee5a5240bf3cbf0",
"user_agent": "Opera/8.74.(Windows NT 11.0; cmn-TW) Presto/2.9.165 Version/10.00",
"session_id": "74d6b8ce-2159-4339-a53a-56be1a0ed0f0",
"risk_score": 97,
"confidence": 0.67
} | jim71 | storage_access | null | null | null | Associated Threat Actor: APT35 | Cloud storage_access in OCI by jim71 Associated Threat Actor: APT35 | null | null | null | null | null | null | null | null | null | OCI | res-e71226fa | null | null | null | null | null | null | null | null | null | null |
c8025662-9e4c-4d5e-ba68-c38195d5ed3d | 2025-06-25T23:12:02 | network | ArcSight v7.4.0 | medium | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|medium| desc=Network beaconing from 133.3.212.58 to 200.75.102.70 No additional info | {
"geo_location": "Estonia",
"device_hash": "c5af402152a22cde09187a3e06812c6cab0f698d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.01; Trident/3.0)",
"session_id": "dea033e6-b161-44a5-a30c-29aaa323c2e2",
"risk_score": 54.53,
"confidence": 0.65
} | null | beaconing | null | null | null | No additional info | Network beaconing from 133.3.212.58 to 200.75.102.70 No additional info | null | null | null | null | 133.3.212.58 | 200.75.102.70 | null | null | null | null | null | null | null | null | null | null | TCP | 838,314 | null | null | null |
70602604-adee-4cb1-ad23-0435d24048b8 | 2025-07-05T01:56:36 | network | Darktrace v6.0.0 | high | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|high| desc=Network bandwidth_usage from 10.209.230.180 to 41.105.111.28 MITRE Technique: T1574.002 | {
"geo_location": "Tanzania",
"device_hash": "5fd25a2669ce0d0be9e3db4a08b4dfebc4384664",
"user_agent": "Opera/9.88.(Windows NT 5.2; eo-US) Presto/2.9.190 Version/12.00",
"session_id": "ab07ae9d-a44b-41c5-a7d2-26d98aaa9ea2",
"risk_score": 68.05,
"confidence": 0.74
} | null | bandwidth_usage | null | null | null | MITRE Technique: T1574.002 | Network bandwidth_usage from 10.209.230.180 to 41.105.111.28 MITRE Technique: T1574.002 | {
"baseline_deviation": 2.44,
"entropy": 2.53,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 10.209.230.180 | 41.105.111.28 | null | null | null | null | null | null | null | null | null | null | UDP | 580,953 | null | null | null |
75fca73a-60ae-42a4-8239-1e2d1619fa2a | 2025-06-18T04:13:44 | auth | Microsoft Sentinel v1.0.0 | medium | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|medium| desc=Auth locked for pwalls via MFA from 87.161.138.196 No additional info | {
"geo_location": "Netherlands",
"device_hash": "68baec56113cddb813f58e3e6f08bc367873fadc",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_3 rv:6.0; ce-RU) AppleWebKit/534.22.5 (KHTML, like Gecko) Version/5.0 Safari/534.22.5",
"session_id": "581b5ec3-a5a8-4ef5-8ee2-ca645c517c36",
"risk_score": 74... | pwalls | locked | null | null | null | No additional info | Auth locked for pwalls via MFA from 87.161.138.196 No additional info | null | null | null | null | 87.161.138.196 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | eb:6b:f9:5a:00:db |
ed10b876-2db5-4595-bfca-555c167fb49a | 2025-05-19T23:25:39 | ids_alert | Snort v2.9.20 | medium | CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|medium| desc=Snort Alert: Zero-Day Exploit detected from 188.76.165.213 targeting 75.170.180.105 No additional info | {
"geo_location": "Mauritania",
"device_hash": "c123dc359d92cbe4180f5f32b1ec603a3d13da5ebbdd594bfd4b429acab99afb",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/535.35.6 (KHTML, like Gecko) Version/5.0 Safari/535.35.6",
"session_id": "03ea642b-4ed3-40ca-8309-e6d4a8a85160",
"risk_score": 8.74... | null | null | null | null | null | No additional info | Snort Alert: Zero-Day Exploit detected from 188.76.165.213 targeting 75.170.180.105 No additional info | null | null | null | null | 188.76.165.213 | 75.170.180.105 | Zero-Day Exploit | SIG-3945 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
d7de2149-e9d9-4732-bdc0-284c486316a3 | 2025-06-29T10:37:16 | ai | Vectra AI v5.0.0 | critical | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by boothtimothy MITRE Technique: T1486 noise=U29uLg== | {
"geo_location": "Bangladesh",
"device_hash": "71572626a1e3e4272f4ffbe8d1fe03f6db81ab4b8f3c70499f12f2061027a843",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; si-LK) AppleWebKit/534.25.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6534.25.6",
"session_id": "0b2d749a-6262-419a... | boothtimothy | prompt_injection | null | null | null | MITRE Technique: T1486 | AI system prompt_injection by boothtimothy MITRE Technique: T1486 | null | null | null | null | null | null | null | null | null | null | null | model-23720532 | d7e06ad6e433f7691ff07c3b9fa88c4918fc04b8d90077a1d534e07043dcb3ce | 66c1d59a74e48111b6bab7433c7f3f51847081bb993aca1a6ba543c49a77f4dc | null | null | null | null | null | null | null |
46ab2cdb-378b-4bc8-91b1-49adbbf6ffef | 2025-03-08T06:09:58 | iot | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC unusual_activity No additional info | {
"geo_location": "Martinique",
"device_hash": "bdd2fe3bac65e7e2dd57a39ad7c5acff4c8d1184",
"user_agent": "Mozilla/5.0 (Windows NT 11.0) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/61.0.826.0 Safari/531.0",
"session_id": "d7a6bed3-e2ea-452d-8a49-9b31f3d6e7bb",
"risk_score": 45.31,
"confidence": 0.3
} | null | unusual_activity | null | null | null | No additional info | IoT device HVAC unusual_activity No additional info | null | HVAC | iot-3a5e792d | 1.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7b538a3d-fe85-4e98-9d57-ab40b9f31c3e | 2025-01-28T01:33:17 | cloud | CrowdStrike v6.45.0 | info | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|info| desc=Cloud instance_creation in OCI by gail18 No additional info | {
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "fe7b644989d4233006ce9cf2eea644141c2b3e6e",
"user_agent": "Opera/8.48.(Windows NT 4.0; ks-IN) Presto/2.9.176 Version/11.00",
"session_id": "0b334a4d-74df-442b-9602-bde7f0e2a339",
"risk_score": 87.4,
"confidence": 0.36
} | gail18 | instance_creation | null | null | null | No additional info | Cloud instance_creation in OCI by gail18 No additional info | null | null | null | null | null | null | null | null | null | OCI | res-113f0bb1 | null | null | null | null | null | null | null | null | null | null |
ecc969c0-a1e3-4867-831e-f12724dcb104 | 2025-01-24T00:40:00 | endpoint | Zeek v5.0.0 | critical | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load public by jcooper MITRE Technique: T1134.001 | {
"geo_location": "North Korea",
"device_hash": "ab35b92df2f77a88c8f42d17611d8a963bb71bd4",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_2) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/51.0.858.0 Safari/531.1",
"session_id": "a3abfaeb-e312-4717-8f17-f07f909f66df",
"risk_score": 60.82,
"confide... | jcooper | driver_load | public | 3,779 | svchost.exe | MITRE Technique: T1134.001 | Endpoint driver_load public by jcooper MITRE Technique: T1134.001 | {
"baseline_deviation": 2.69,
"entropy": 4.49,
"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 |
427898fb-5631-44d8-8a2f-3279768c3a2a | 2025-02-25T15:35:53 | ids_alert | FireEye HX v4.5.0 | critical | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|critical| desc=FireEye HX Alert: SQL Injection detected from 212.147.53.227 targeting 132.171.48.10 No additional info | {
"geo_location": "Guadeloupe",
"device_hash": "afd3285a8fbde0ae5b127a6214f83d57bff1cc3c6cf38979a564e808e3a1c55f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 11.0; Trident/4.1)",
"session_id": "1cce3583-b4f1-4b44-847b-66242169034a",
"risk_score": 45.92,
"confidence": 0.28
} | null | null | null | null | null | No additional info | FireEye HX Alert: SQL Injection detected from 212.147.53.227 targeting 132.171.48.10 No additional info | null | null | null | null | 212.147.53.227 | 132.171.48.10 | SQL Injection | SIG-8862 | Malware | null | null | null | null | null | null | null | null | null | null | null | null |
6b6a3fd2-61d2-496e-9a1e-2ed878dad3d9 | 2025-05-30T09:35:00 | network | Vectra AI v5.0.0 | high | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|high| desc=Network bandwidth_usage from 200.154.39.3 to 85.41.214.11 No additional info | {
"geo_location": "Micronesia",
"device_hash": "f7c2ee9e70c4270b8291eceef7b2031e6de306e34da8a6de3af9c47ad9e61b7d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/535.50.6 (KHTML, like Gecko) Version/4.0.1 Safari/535.50.6",
"session_id": "c0546c03-06ec-47f0-a51a-e7c1cbb7412f",
"risk_score"... | null | bandwidth_usage | null | null | null | No additional info | Network bandwidth_usage from 200.154.39.3 to 85.41.214.11 No additional info | null | null | null | null | 200.154.39.3 | 85.41.214.11 | null | null | null | null | null | null | null | null | null | null | TCP | 730,328 | null | null | null |
07857f2e-1f8b-4cc7-b309-5856e128933b | 2025-05-17T16:55:22 | ai | FireEye HX v4.5.0 | high | CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|high| desc=AI system adversarial_input by jakelin No additional info | {
"geo_location": "Trinidad and Tobago",
"device_hash": "a078509f35b98b2b1614b3869a81602f",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; ks-IN; rv:1.9.2.20) Gecko/6342-09-14 05:31:59 Firefox/3.6.15",
"session_id": "16d9cde2-161a-4ac5-a6d3-d090b7bfcbea",
"risk_score": 30.39,
"confidence": 0.77
} | jakelin | adversarial_input | null | null | null | No additional info | AI system adversarial_input by jakelin No additional info | null | null | null | null | null | null | null | null | null | null | null | model-9f2dfe06 | 2736811c78b12d13667e8b090ea08dcf0a8a8e4b | 6cea00341ee4060427759e29dc07fc5f | null | null | null | null | null | null | null |
67b5258c-928c-438e-a12f-5028b9309154 | 2025-04-07T08:49:01 | cloud | ArcSight v7.4.0 | critical | CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in Azure by maxwellgregory No additional info | {
"geo_location": "Germany",
"device_hash": "077bb0ad4f76f46717e7627750cbd07083173ca864d15f408e5f514f03772dbd",
"user_agent": "Mozilla/5.0 (Linux; Android 4.1.2) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/15.0.801.0 Safari/531.0",
"session_id": "daa5923c-5f2f-4148-b57a-515543dc2c18",
"risk_score": 94.9,
"... | maxwellgregory | api_abuse | null | null | null | No additional info | Cloud api_abuse in Azure by maxwellgregory No additional info | null | null | null | null | null | null | null | null | null | Azure | res-9195606f | null | null | null | null | null | null | null | null | null | null |
204f0cb2-2dd2-429b-8a67-7785b44912d8 | 2025-03-19T07:17:54 | endpoint | Zeek v5.0.0 | high | CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint memory_injection over by devans No additional info | {
"geo_location": "North Korea",
"device_hash": "28aeebcbb7d4856de2c629d23de8d47e",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_4; rv:1.9.6.20) Gecko/4746-04-17 05:52:55 Firefox/3.8",
"session_id": "a1b2aca0-971b-4e68-a5b6-3276c01342fe",
"risk_score": 63.93,
"confidence": 0.43
} | devans | memory_injection | over | 4,165 | explorer.exe | No additional info | Endpoint memory_injection over by devans No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
21056707-7248-44af-a2a2-797b21a12216 | 2025-06-14T23:01:09 | auth | Microsoft Sentinel v1.0.0 | info | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|info| desc=Auth success for michaelross via MFA from 18.120.154.83 No additional info noise=list | {
"geo_location": "Cook Islands",
"device_hash": "a1f3e004ec90a2053d6102c9bf8912a0507f85f2",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_8; rv:1.9.6.20) Gecko/5070-11-03 00:04:33 Firefox/3.8",
"session_id": "627eafea-3ad2-47e5-ad70-1cf500f7c5cc",
"risk_score": 54.49,
"confidence": 0.47
} | michaelross | success | null | null | null | No additional info | Auth success for michaelross via MFA from 18.120.154.83 No additional info | {
"baseline_deviation": 0.97,
"entropy": 6.31,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 18.120.154.83 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | MFA | bc:88:35:27:7e:3f |
21dcaf57-5b01-4fcc-8afa-3e524d9d0c3a | 2025-03-01T18:05:37 | endpoint | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint file_access /child/five.pages by diazlindsay No additional info | {
"geo_location": "Maldives",
"device_hash": "53a1d49af4f09de9ee12f3330fb043c3",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/21.0.830.0 Safari/531.1",
"session_id": "220f8326-2c8a-48ec-a24e-31ade96e5325",
"risk_score": 54.52,
"confidence": 0.19
} | diazlindsay | file_access | /child/five.pages | 8,998 | cmd.exe | No additional info | Endpoint file_access /child/five.pages by diazlindsay No additional info | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
217aa776-0222-4ec2-ab05-881efbafcc2d | 2025-05-31T08:42:07 | cloud | LogRhythm v7.5.0 | low | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in Azure by lanelisa No additional info | {
"geo_location": "Iran",
"device_hash": "d18ff808ee91361c36fd9f80f6b9d78fba158f03",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) FxiOS/11.3n8707.0 Mobile/64O972 Safari/531.0",
"session_id": "aa667142-4e45-4b1e-8855-68f2134eefdd",
"risk_score": 31.4... | lanelisa | instance_creation | null | null | null | No additional info | Cloud instance_creation in Azure by lanelisa No additional info | null | null | null | null | null | null | null | null | null | Azure | res-4081c9c7 | null | null | null | null | null | null | null | null | null | null |
b3b0e40b-97c8-4f81-a54a-25f8e93048fc | 2025-06-25T18:30:33 | cloud | Splunk v9.0.2 | critical | CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in Azure by mariatran MITRE Technique: T1059.005 | Associated Threat Actor: Mustang Panda | {
"geo_location": "Palau",
"device_hash": "1b045a0f233e476fdb85b0d4e6a95c78988f0d1fd3da31a2fa13645b226744cf",
"user_agent": "Opera/8.87.(Windows NT 5.01; fil-PH) Presto/2.9.165 Version/12.00",
"session_id": "f1ff09d4-4122-4de9-abb5-e5a6527eff79",
"risk_score": 44.17,
"confidence": 0.14
} | mariatran | config_change | null | null | null | MITRE Technique: T1059.005 | Associated Threat Actor: Mustang Panda | Cloud config_change in Azure by mariatran MITRE Technique: T1059.005 | Associated Threat Actor: Mustang Panda | null | null | null | null | null | null | null | null | null | Azure | res-bce17803 | null | null | null | null | null | null | null | null | null | null |
d7226df1-be4a-4212-b911-4e26bd3c6c50 | 2025-03-31T16:56:20 | cloud | Palo Alto Cortex v3.0.0 | medium | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in AWS by obell No additional info | {
"geo_location": "Iran",
"device_hash": "f97fcf815f6604e0ddd9f6f599653c39d1c528b4",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_4 rv:6.0; it-CH) AppleWebKit/534.2.7 (KHTML, like Gecko) Version/5.0 Safari/534.2.7",
"session_id": "b3bbde36-7d1a-4ded-b9ac-06c7bf54ce22",
"risk_score": 65.97,
... | obell | crypto_mining | null | null | null | No additional info | Cloud crypto_mining in AWS by obell No additional info | null | null | null | null | null | null | null | null | null | AWS | res-bee190cc | null | null | null | null | null | null | null | null | null | null |
1c2dc59c-f12f-4310-be8b-a6eda7fdcd3a | 2025-05-30T20:50:23 | network | Splunk v9.0.2 | medium | CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 133.90.214.108 to 162.123.212.98 MITRE Technique: T1218.011 | {
"geo_location": "Germany",
"device_hash": "2142737313fb62e7f0c767a5b219eec9e23f2b8b113efdd179625f9429a41d0b",
"user_agent": "Opera/8.34.(X11; Linux x86_64; szl-PL) Presto/2.9.163 Version/12.00",
"session_id": "78612921-86d8-4593-b06f-6bb2e18dad8b",
"risk_score": 73.39,
"confidence": 0.65
} | null | bandwidth_usage | null | null | null | MITRE Technique: T1218.011 | Network bandwidth_usage from 133.90.214.108 to 162.123.212.98 MITRE Technique: T1218.011 | null | null | null | null | 133.90.214.108 | 162.123.212.98 | null | null | null | null | null | null | null | null | null | null | HTTPS | 575,716 | null | null | null |
5b72b61e-dd1f-46ca-913b-48fcf4670a9d | 2028-02-26T10:31:23 | 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: Credential Stuffing detected from 27.128.195.205 targeting 135.162.150.31 MITRE Technique: T1547.001 noise=0B667047 | {
"geo_location": "Senegal",
"device_hash": "05f0a073ca2c12af2b21ca963d681aa51d4d54cd33b1429a93fbbb60c8ff8092",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/3.0)",
"session_id": "4c6ca6bc-1f11-4b87-9224-4d7409392ab8",
"risk_score": 20.15,
"confidence": 0.97
} | null | null | null | null | null | MITRE Technique: T1547.001 | Palo Alto Cortex Alert: Credential Stuffing detected from 27.128.195.205 targeting 135.162.150.31 MITRE Technique: T1547.001 | null | null | null | null | 27.128.195.205 | 135.162.150.31 | Credential Stuffing | SIG-6474 | Policy | null | null | null | null | null | null | null | null | null | null | null | null |
a5c1760d-bcd8-4306-af8b-800a03159772 | 2025-01-18T09:50:18 | iot | Palo Alto Cortex v3.0.0 | critical | CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera sensor_spoofing No additional info noise=0C42A965 | {
"geo_location": "Jordan",
"device_hash": "7bb97ce9abb057a10b13761c01274871",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_4 rv:5.0; the-NP) AppleWebKit/532.36.7 (KHTML, like Gecko) Version/5.0.3 Safari/532.36.7",
"session_id": "e908771f-caad-4cf3-aae8-60100b67d34c",
"risk_score": 66.7,
"... | null | sensor_spoofing | null | null | null | No additional info | IoT device Camera sensor_spoofing No additional info | null | Camera | iot-8c9e8711 | 2.9 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a106a97c-2bd7-4fde-b4cb-499820be510b | 2025-07-08T06:33:20 | ai | CrowdStrike v6.45.0 | high | CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|high| desc=AI system api_abuse by paulwalker MITRE Technique: T1204.002 | {
"geo_location": "Egypt",
"device_hash": "d47e9225730d08995f46246a0bb278a0f1b960f3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 95; Trident/5.1)",
"session_id": "a036550e-513a-4264-b721-32bd6a6314d4",
"risk_score": 47.09,
"confidence": 0.32
} | paulwalker | api_abuse | null | null | null | MITRE Technique: T1204.002 | AI system api_abuse by paulwalker MITRE Technique: T1204.002 | null | null | null | null | null | null | null | null | null | null | null | model-c15ae960 | 201bedc1acc66dc2c077925807f076bcb6adaddbb227ce384fc599c9787eaffa | 6dc762ea54785c1936bed18a690edccb | null | null | null | null | null | null | null |
02949c57-2a3c-45ea-9297-ad2a6cdd24bd | 2025-05-01T10:42:43 | network | Darktrace v6.0.0 | low | CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 29.113.33.22 to 98.22.236.70 MITRE Technique: T1547.001 | Unconventional IOC: GPU memory artifacts | {
"geo_location": "Ukraine",
"device_hash": "ce66ed934c97242cf04c9d6d400deefcc07ad07d",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; de-AT) AppleWebKit/531.44.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6531.44.3",
"session_id": "82a7b3d3-a339-4d08-bfce-363a4e013d55",
"ris... | null | latency_spike | null | null | null | MITRE Technique: T1547.001 | Unconventional IOC: GPU memory artifacts | Network latency_spike from 29.113.33.22 to 98.22.236.70 MITRE Technique: T1547.001 | Unconventional IOC: GPU memory artifacts | null | null | null | null | 29.113.33.22 | 98.22.236.70 | null | null | null | null | null | null | null | null | null | null | HTTPS | 278,808 | null | null | null |
09bb4c30-50ca-4bbe-949d-444a49fa4d21 | 2025-06-03T05:20:28 | ai | OSSEC v3.7.0 | low | CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|low| desc=AI system membership_inference by kim95 No additional info | {
"geo_location": "Niger",
"device_hash": "a9d1147fc6674a5b146b9addaf92e976",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.0; Trident/4.0)",
"session_id": "04b9190c-f59b-4899-a705-7bc72f540ce0",
"risk_score": 55.09,
"confidence": 0.6
} | kim95 | membership_inference | null | null | null | No additional info | AI system membership_inference by kim95 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-470a31aa | 989925e240f72b70b7c6c695d1ec574d | 0b33899db932e65dc9f90e05de0e2560 | null | null | null | null | null | null | null |
422f83ad-075d-457d-ab44-6e59c966e8cf | 2025-06-20T14:57:45 | cloud | Carbon Black v7.8.0 | medium | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in OCI by keithbrown No additional info | {
"geo_location": "Bosnia and Herzegovina",
"device_hash": "10f9828e2b7fdc43a570dd9fcbb9466db5ea69b1",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/41.0.821.0 Safari/531.0",
"session_id": "8ec6715e-86e8-4e46-b40e-ef7ee66abc8a",
"risk_score": 74.47,
"confidence"... | keithbrown | shadow_it | null | null | null | No additional info | Cloud shadow_it in OCI by keithbrown No additional info | null | null | null | null | null | null | null | null | null | OCI | res-1790a162 | null | null | null | null | null | null | null | null | null | null |
a79f5bc5-f694-4161-ad18-a28840d3c7fc | 2025-04-11T10:51:31 | network | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|info| desc=Network beaconing from 171.85.93.15 to 54.117.34.15 MITRE Technique: T1059.001 | Associated Threat Actor: BlueNoroff | {
"geo_location": "Guyana",
"device_hash": "03912e689cfa6bbd2eae6524849ddddbf9b58d4a",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; pa-PK; rv:1.9.1.20) Gecko/2118-03-31 09:43:47 Firefox/3.6.20",
"session_id": "71b5a063-51b2-4bde-b554-4077cf0e1e70",
"risk_score": 95.76,
"confidence": 0.35
} | null | beaconing | null | null | null | MITRE Technique: T1059.001 | Associated Threat Actor: BlueNoroff | Network beaconing from 171.85.93.15 to 54.117.34.15 MITRE Technique: T1059.001 | Associated Threat Actor: BlueNoroff | null | null | null | null | 171.85.93.15 | 54.117.34.15 | null | null | null | null | null | null | null | null | null | null | HTTP | 575,435 | null | null | null |
03fc5fd0-53eb-4c53-ba3a-2dae408a3116 | 2025-05-06T22:52:58 | auth | QRadar v7.5.0 | info | CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|info| desc=Auth locked for adammorris via biometric from 216.153.20.84 MITRE Technique: T1543.003 | {
"geo_location": "Belarus",
"device_hash": "1b327f86708edc764c467f6c7f0adba2",
"user_agent": "Opera/8.79.(X11; Linux i686; tt-RU) Presto/2.9.178 Version/12.00",
"session_id": "9f8b9415-96e2-42a8-b185-21e4c5e34645",
"risk_score": 16.21,
"confidence": 0.04
} | adammorris | locked | null | null | null | MITRE Technique: T1543.003 | Auth locked for adammorris via biometric from 216.153.20.84 MITRE Technique: T1543.003 | null | null | null | null | 216.153.20.84 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | biometric | c9:41:01:aa:76:4c |
9a464e5f-fe17-442b-93eb-05d6f2b21a9c | 2025-04-17T10:46:50 | cloud | Carbon Black v7.8.0 | info | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|info| desc=Cloud config_change in GCP by chamilton No additional info | {
"geo_location": "Northern Mariana Islands",
"device_hash": "868d84e5438999471f1de2cae30997af",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/8333-01-05 09:55:46 Firefox/3.8",
"session_id": "8c7c6c23-8f76-4f26-be50-50451ff85774",
"risk_score": 60,
"confidence": 0.11
} | chamilton | config_change | null | null | null | No additional info | Cloud config_change in GCP by chamilton No additional info | null | null | null | null | null | null | null | null | null | GCP | res-7d1337f6 | null | null | null | null | null | null | null | null | null | null |
2465545f-d38a-4f0e-8bd6-38a6994db73f | 2025-03-03T13:59:25 | endpoint | AlienVault v5.7.0 | low | CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection TV by nalvarez Fileless execution detected | {
"geo_location": "Brazil",
"device_hash": "791074395a84b1e5e385b1c6315ffc5b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows CE; Trident/3.0)",
"session_id": "4010c6d7-4c91-4e29-bdb5-848b9fae3fd2",
"risk_score": 45.94,
"confidence": 0.14
} | nalvarez | memory_injection | TV | 6,127 | svchost.exe | Fileless execution detected | Endpoint memory_injection TV by nalvarez Fileless execution detected | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2064ea3e-f04f-4577-a676-477e9ac5c01c | 2025-04-20T02:19:14 | auth | Carbon Black v7.8.0 | low | CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|low| desc=Auth failed for jocelyn92 via key from 203.133.3.206 No additional info | {
"geo_location": "Saint Kitts and Nevis",
"device_hash": "e6b55777adc4b7706ea2865be419b4541d4bae1d",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_4_8 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) CriOS/46.0.883.0 Mobile/54T798 Safari/532.1",
"session_id": "bfb8e538-422f-4e61-88f2-240245db109f",
... | jocelyn92 | failed | null | null | null | No additional info | Auth failed for jocelyn92 via key from 203.133.3.206 No additional info | {
"baseline_deviation": 2.42,
"entropy": 3.42,
"frequency_anomaly": false,
"sequence_anomaly": false
} | null | null | null | 203.133.3.206 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | key | 19:55:3b:84:03:f9 |
a511c078-51e3-4f59-b384-ee2f2115312c | 2025-05-24T09:23:33 | ids_alert | Suricata v6.0.10 | critical | CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|critical| desc=Suricata Alert: Domain Fronting detected from 109.121.176.216 targeting 74.249.56.92 MITRE Technique: T1566.001 | {
"geo_location": "Singapore",
"device_hash": "e6126a445a01d5374b8aa7e22ad0185b52be601a",
"user_agent": "Opera/9.60.(X11; Linux x86_64; ar-SD) Presto/2.9.179 Version/10.00",
"session_id": "467d0a45-8919-4c09-ad19-841baf4033ad",
"risk_score": 56.2,
"confidence": 0.49
} | null | null | null | null | null | MITRE Technique: T1566.001 | Suricata Alert: Domain Fronting detected from 109.121.176.216 targeting 74.249.56.92 MITRE Technique: T1566.001 | null | null | null | null | 109.121.176.216 | 74.249.56.92 | Domain Fronting | SIG-5862 | Exploit | null | null | null | null | null | null | null | null | null | null | null | null |
a84fd588-4f81-46e4-801d-7951ed891f47 | 2025-07-05T14:50:19 | auth | Wazuh v4.5.0 | info | CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|info| desc=Auth timeout for michael51 via OAuth from 167.177.45.210 Unconventional IOC: Power consumption spikes | {
"geo_location": "Thailand",
"device_hash": "758d97e6919c511e9be50f58dd31e8b4",
"user_agent": "Mozilla/5.0 (Android 4.2.1; Mobile; rv:40.0) Gecko/40.0 Firefox/40.0",
"session_id": "2c3ec251-7590-48a0-8fc2-218dc257a83b",
"risk_score": 62.84,
"confidence": 0.15
} | michael51 | timeout | null | null | null | Unconventional IOC: Power consumption spikes | Auth timeout for michael51 via OAuth from 167.177.45.210 Unconventional IOC: Power consumption spikes | {
"baseline_deviation": 2.95,
"entropy": 6.65,
"frequency_anomaly": false,
"sequence_anomaly": true
} | null | null | null | 167.177.45.210 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | OAuth | 61:aa:13:49:c9:7a |
9c391539-ef02-4658-a041-3d2ea04b8c90 | 2025-02-26T23:01:01 | network | Vectra AI v5.0.0 | low | CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|low| desc=Network bandwidth_usage from 196.166.242.65 to 39.170.126.8 MITRE Technique: T1547.001 | {
"geo_location": "Mayotte",
"device_hash": "c70f7e5c66f14f1d5961ff25ee5d2049",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/4.0)",
"session_id": "f926e93b-8d69-4ccd-991a-669920bd5133",
"risk_score": 58.02,
"confidence": 0.05
} | null | bandwidth_usage | null | null | null | MITRE Technique: T1547.001 | Network bandwidth_usage from 196.166.242.65 to 39.170.126.8 MITRE Technique: T1547.001 | null | null | null | null | 196.166.242.65 | 39.170.126.8 | null | null | null | null | null | null | null | null | null | null | UDP | 353,693 | null | null | null |
6deb7cd0-b2d7-4641-ac20-46a2b3be5b53 | 2025-05-04T13:21:10 | auth | Microsoft Sentinel v1.0.0 | high | CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|high| desc=Auth bypass for katherine17 via password from 96.176.130.150 MITRE Technique: T1190 | {
"geo_location": "Namibia",
"device_hash": "6e6f723ae39ac558c1cc0b5f490816b80d9d28dd",
"user_agent": "Opera/8.40.(X11; Linux i686; ce-RU) Presto/2.9.185 Version/10.00",
"session_id": "24277fd5-ac84-446a-88bb-55c2b3dbb398",
"risk_score": 79.59,
"confidence": 0.86
} | katherine17 | bypass | null | null | null | MITRE Technique: T1190 | Auth bypass for katherine17 via password from 96.176.130.150 MITRE Technique: T1190 | null | null | null | null | 96.176.130.150 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | password | fe:74:59:e1:8c:b8 |
c214d8fb-af49-4e3f-8b5b-efcb98a250e1 | 2025-06-21T18:11:00 | firewall | LogRhythm v7.5.0 | critical | CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow HTTPS traffic from 41.200.29.65:922 to 21.116.197.79:964 No additional info | {
"geo_location": "Botswana",
"device_hash": "ed6d75c9684a0a5d043a13e170d3f2f8936e075a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 95; Trident/4.0)",
"session_id": "a404bd66-ade9-4934-83f3-f8557bf85bf2",
"risk_score": 13.88,
"confidence": 0.39
} | null | allow | null | null | null | No additional info | Firewall allow HTTPS traffic from 41.200.29.65:922 to 21.116.197.79:964 No additional info | null | null | null | null | 41.200.29.65 | 21.116.197.79 | null | null | null | null | null | null | null | null | 922 | 964 | HTTPS | 849,517 | 2,968 | null | null |
3e3188a5-f816-413e-be2a-9f74c5d50b38 | 2025-02-22T10:18:02 | ai | Snort v2.9.20 | high | CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|high| desc=AI system model_inversion by cassandra80 No additional info noise=QW5zd2VyLg== | {
"geo_location": "Uruguay",
"device_hash": "a37a991838bbc31ceb1048cf6218c8b6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.2; Trident/5.0)",
"session_id": "0363efbe-3dbe-4822-8a56-c549afc5680c",
"risk_score": 20.76,
"confidence": 0.42
} | cassandra80 | model_inversion | null | null | null | No additional info | AI system model_inversion by cassandra80 No additional info | null | null | null | null | null | null | null | null | null | null | null | model-e7003d3e | 547b7be4a2eb515f627233e011be023486d8ca314db69c035224c136734517de | e42f16483b9bc5ecece6b0490b93687f69d919c666bba3c8e84abd31c25ba3aa | null | null | null | null | null | null | null |
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