event_id
stringlengths 36
36
| timestamp
timestamp[s]date 2020-07-12 21:38:20
2030-07-10 06:49:21
| event_type
stringclasses 8
values | source
stringclasses 20
values | severity
stringclasses 6
values | raw_log
stringlengths 91
282
| advanced_metadata
dict | src_ip
stringlengths 8
15
⌀ | dst_ip
stringlengths 3
15
⌀ | alert_type
stringclasses 17
values | signature_id
stringlengths 8
8
⌀ | category
stringclasses 5
values | additional_info
stringlengths 18
148
| description
stringlengths 45
225
| action
stringclasses 55
values | bytes
int64 105
1,000k
⌀ | protocol
stringclasses 10
values | user
stringlengths 3
22
⌀ | object
stringlengths 1
32
⌀ | process_id
int64 100
10k
⌀ | parent_process
stringclasses 4
values | behavioral_analytics
dict | device_type
stringclasses 5
values | device_id
stringlengths 12
12
⌀ | firmware_version
stringclasses 100
values | src_port
int64 1
65.5k
⌀ | dst_port
int64 1
65.5k
⌀ | duration
int64 1
3.6k
⌀ | method
stringclasses 7
values | mac_address
stringlengths 17
17
⌀ | model_id
stringlengths 14
14
⌀ | input_hash
stringlengths 32
64
⌀ | output_hash
stringlengths 32
64
⌀ | cloud_service
stringclasses 5
values | resource_id
stringlengths 12
12
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
85ce6dcd-a628-43cc-8e54-8cd63a70552d
| 2025-05-16T03:38:31
|
ai
|
Splunk v9.0.2
|
critical
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by jonathanchandler No additional info
|
{
"geo_location": "Mongolia",
"device_hash": "931ce30a69cd5ebbe3f5914005f4dde8f41bb8bad427bce0bfd957320074d6d2",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 4_2_1 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/16.4c7644.0 Mobile/17Z994 Safari/536.0",
"session_id": "56a13b3a-b356-492f-a655-ae36d43dc38d",
"risk_score": 50.29,
"confidence": 0.08
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by jonathanchandler No additional info
|
model_inversion
| null | null |
jonathanchandler
| null | null | null | null | null | null | null | null | null | null | null | null |
model-e9f723f1
|
85937368f9fcbbc7f9ca25d4e988f43d3758c145
|
75e4209119587dc21fa1244379ae1f495be38259a684373daa5a3bcd91c16970
| null | null |
603ee488-ba45-4161-942e-4b184f1bae6c
| 2025-06-30T12:22:15
|
ai
|
Vectra AI v5.0.0
|
low
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by hwilliams MITRE Technique: T1059.001
|
{
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "e8fc9e130a7e1d4664c181dd645ce088",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/3327-12-26 07:33:23 Firefox/3.6.1",
"session_id": "94262e95-f6db-45af-927a-6044f30d4d4b",
"risk_score": 67.75,
"confidence": 0.03
}
| null | null | null | null | null |
MITRE Technique: T1059.001
|
AI system prompt_injection by hwilliams MITRE Technique: T1059.001
|
prompt_injection
| null | null |
hwilliams
| null | null | null | null | null | null | null | null | null | null | null | null |
model-b5671189
|
8279338f22e6ca8ba250d1ecf46af160
|
cd4d0caea516ae308e879b9539d7ffce
| null | null |
ce0fb5b1-596f-46d1-b209-6397d060ab29
| 2025-02-16T07:07:05
|
cloud
|
Darktrace v6.0.0
|
medium
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in GCP by michaelstone Unconventional IOC: Unusual DNS TXT records
|
{
"geo_location": "Bermuda",
"device_hash": "42f3c2577b239d45177eb350e99454bf41d80e5fded5707a7a1f6ef9910b7458",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/5.1)",
"session_id": "2a31f95e-2fcd-46cb-802a-e767db437df9",
"risk_score": 36.39,
"confidence": 0
}
| null | null | null | null | null |
Unconventional IOC: Unusual DNS TXT records
|
Cloud shadow_it in GCP by michaelstone Unconventional IOC: Unusual DNS TXT records
|
shadow_it
| null | null |
michaelstone
| null | null | null |
{
"baseline_deviation": 1.51,
"entropy": 7.74,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-b3e1771c
|
9350b2de-f3cc-4b01-a2a4-86faa26dc5c2
| 2025-01-22T15:34:24
|
endpoint
|
OSSEC v3.7.0
|
medium
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_start matter by saraodonnell No additional info
|
{
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "31a104e55050f2e43ec461d21436b196",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/532.3.3 (KHTML, like Gecko) Version/5.0 Safari/532.3.3",
"session_id": "8694d277-2b1d-49ba-85c3-d1b529a9c548",
"risk_score": 55.04,
"confidence": 0.56
}
| null | null | null | null | null |
No additional info
|
Endpoint process_start matter by saraodonnell No additional info
|
process_start
| null | null |
saraodonnell
|
matter
| 6,811
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2d5f18ae-9cf4-4a74-baf1-c2ae9fa87462
| 2025-06-24T10:32:12
|
ids_alert
|
Carbon Black v7.8.0
|
emergency
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|emergency| desc=Carbon Black Alert: XSS detected from 99.89.241.64 targeting 195.67.168.27 MITRE Technique: T1059.005
|
{
"geo_location": "Tokelau",
"device_hash": "249363635dcb2b18472b58b49468f07c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; os-RU) AppleWebKit/535.16.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6535.16.3",
"session_id": "28e245e4-c23a-4dde-a56e-442309b16d0e",
"risk_score": 11.31,
"confidence": 0.59
}
|
99.89.241.64
|
195.67.168.27
|
XSS
|
SIG-9471
|
Evasion
|
MITRE Technique: T1059.005
|
Carbon Black Alert: XSS detected from 99.89.241.64 targeting 195.67.168.27 MITRE Technique: T1059.005
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
46cc9192-3a04-40fb-8788-564fd94fe115
| 2025-02-20T11:23:47
|
cloud
|
FireEye HX v4.5.0
|
critical
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in Azure by racheljackson No additional info
|
{
"geo_location": "Senegal",
"device_hash": "ac4ff2104c1ceda7fa0454f5dd183eff2b870a3501a9221151f947a10f77d54f",
"user_agent": "Opera/8.84.(X11; Linux x86_64; fil-PH) Presto/2.9.178 Version/12.00",
"session_id": "526a6295-6744-481e-b374-33071f752fd5",
"risk_score": 67.86,
"confidence": 0.71
}
| null | null | null | null | null |
No additional info
|
Cloud api_abuse in Azure by racheljackson No additional info
|
api_abuse
| null | null |
racheljackson
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-270eeba0
|
7c005788-eab9-4613-b723-2498221d37db
| 2025-05-05T18:14:31
|
network
|
Splunk v9.0.2
|
high
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|high| desc=Network latency_spike from 95.50.187.210 to 41.90.23.49 No additional info
|
{
"geo_location": "Uruguay",
"device_hash": "92bdfbb9145085825f0c870b7ccb7045314916fad27bf5d3fce4f2c78118bb46",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_8_1 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) CriOS/31.0.866.0 Mobile/40D693 Safari/536.2",
"session_id": "8cceb45f-16b3-43a0-ab0e-c46d33d71680",
"risk_score": 28.35,
"confidence": 0.13
}
|
95.50.187.210
|
41.90.23.49
| null | null | null |
No additional info
|
Network latency_spike from 95.50.187.210 to 41.90.23.49 No additional info
|
latency_spike
| 831,337
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f1547d87-68e8-429b-8e6c-60c2df3a7d83
| 2025-02-17T04:52:37
|
cloud
|
Tanium v7.4.0
|
info
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in Azure by stewartangela MITRE Technique: T1547.001
|
{
"geo_location": "Czech Republic",
"device_hash": "0fa16fe99a901f3469429ed39556db0c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.0; Trident/5.0)",
"session_id": "3294d9b4-ad10-4ae4-9c91-a46262a4c2e8",
"risk_score": 31.75,
"confidence": 0.13
}
| null | null | null | null | null |
MITRE Technique: T1547.001
|
Cloud container_escape in Azure by stewartangela MITRE Technique: T1547.001
|
container_escape
| null | null |
stewartangela
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-6ec64b49
|
a02839ea-a715-4597-bbb1-7bc11dffbf58
| 2025-06-01T02:15:37
|
network
|
Wazuh v4.5.0
|
low
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 145.66.69.20 to 4.162.14.243 No additional info
|
{
"geo_location": "Peru",
"device_hash": "c6bf2e16123bc4c1437309fd4f821668c95967f94403f0bc621109b32f517ea2",
"user_agent": "Mozilla/5.0 (Linux; Android 3.0) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/49.0.886.0 Safari/534.0",
"session_id": "838305e2-283d-49eb-8ef8-d616100b70aa",
"risk_score": 59.91,
"confidence": 0.3
}
|
145.66.69.20
|
4.162.14.243
| null | null | null |
No additional info
|
Network protocol_anomaly from 145.66.69.20 to 4.162.14.243 No additional info
|
protocol_anomaly
| 621,703
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2a03f423-b0a6-4930-8cd1-d5dcb3783a2c
| 2027-03-04T16:45:46
|
network
|
QRadar v7.5.0
|
medium
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|medium| desc=Network data_exfiltration from 109.38.239.24 to 27.107.205.81 No additional info noise=wp-content/blog/tags
|
{
"geo_location": "Panama",
"device_hash": "f6324a6f5032d9b7ae382da4d2d8e32c",
"user_agent": "Opera/8.20.(Windows NT 11.0; ro-RO) Presto/2.9.185 Version/11.00",
"session_id": "d7344a3a-4f84-4d44-9151-a6a81e58fc43",
"risk_score": 0,
"confidence": 0.28
}
|
109.38.239.24
|
27.107.205.81
| null | null | null |
No additional info
|
Network data_exfiltration from 109.38.239.24 to 27.107.205.81 No additional info
|
data_exfiltration
| 532,574
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
86e8cbc4-9b89-468c-85aa-b512efe33344
| 2025-05-01T12:47:36
|
auth
|
Trellix v10.7.0
|
info
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|info| desc=Auth timeout for dgillespie via SAML from 120.107.72.162 No additional info
|
{
"geo_location": "Wallis and Futuna",
"device_hash": "30e7f7c7dab9c6082a83fe1a57a030f540db8534",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/26.0.893.0 Safari/536.0",
"session_id": "168cbe83-fffd-421c-8122-1fd0f9ea9693",
"risk_score": 27.73,
"confidence": 0.51
}
|
120.107.72.162
| null | null | null | null |
No additional info
|
Auth timeout for dgillespie via SAML from 120.107.72.162 No additional info
|
timeout
| null | null |
dgillespie
| null | null | null | null | null | null | null | null | null | null |
SAML
|
86:25:53:59:5a:f6
| null | null | null | null | null |
da47e094-ddbb-4325-9c2e-0ef6bc32ec54
| 2025-04-16T02:45:11
|
ai
|
Trellix v10.7.0
|
info
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by dustin75 MITRE Technique: T1218.011 noise=search
|
{
"geo_location": "Uganda",
"device_hash": "84ab7d13a52f1adcc85b71755476da82264b1986",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/56.0.862.0 Safari/533.2",
"session_id": "91d01d9a-33df-471a-bebf-f059c3b58c29",
"risk_score": 27.35,
"confidence": 0.29
}
| null | null | null | null | null |
MITRE Technique: T1218.011
|
AI system prompt_injection by dustin75 MITRE Technique: T1218.011
|
prompt_injection
| null | null |
dustin75
| null | null | null | null | null | null | null | null | null | null | null | null |
model-acba07e1
|
3d5ef3e9ba1ce030da6283a1913641774de3628a823bc161ed2b1ba1b1a73da3
|
19e55d60676ef4f764b90434f94a8ae89587fd84
| null | null |
fa57e308-c443-4738-a3a0-f17e44c34dd9
| 2025-03-28T16:38:21
|
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: AI Model Poisoning detected from 171.224.225.14 targeting 132.50.50.235 MITRE Technique: T1218.011
|
{
"geo_location": "Hong Kong",
"device_hash": "a367d31a685411c454378a5046db2b167288e3e44e3218c759aa36225ab60c53",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_1) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/53.0.827.0 Safari/536.0",
"session_id": "050d2317-3c6e-47ca-bf47-e0e797991911",
"risk_score": 5.02,
"confidence": 0.49
}
|
171.224.225.14
|
132.50.50.235
|
AI Model Poisoning
|
SIG-4212
|
Policy
|
MITRE Technique: T1218.011
|
FireEye HX Alert: AI Model Poisoning detected from 171.224.225.14 targeting 132.50.50.235 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 |
7d03f55b-4541-4a8d-8d6a-4a277447ca5a
| 2025-05-18T01:16:22
|
ai
|
Vectra AI v5.0.0
|
medium
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by fernando71 No additional info
|
{
"geo_location": "Angola",
"device_hash": "ba6b066e98b060028e09f0ed131bf6fecae33dd6e7b2412dc58a81291d56bc51",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/534.17.3 (KHTML, like Gecko) Version/5.0 Safari/534.17.3",
"session_id": "a1f11a40-79d9-47d6-9824-19f017bb1992",
"risk_score": 69.31,
"confidence": 0.4
}
| null | null | null | null | null |
No additional info
|
AI system membership_inference by fernando71 No additional info
|
membership_inference
| null | null |
fernando71
| null | null | null | null | null | null | null | null | null | null | null | null |
model-90ce980e
|
77919b973f972f13bce0bb8e9e06157d
|
8402155de85f7af8b20d726d181e8414
| null | null |
df7d5ac7-4422-4c2f-b2ee-7907efb5fda5
| 2025-05-29T09:12:33
|
endpoint
|
Carbon Black v7.8.0
|
high
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task pay by thompsonjacob No additional info
|
{
"geo_location": "Macao",
"device_hash": "f437fa44ab9fdc1ddbbdbf7b660af456c1cf3dd5745274803d12bda697b3bba2",
"user_agent": "Opera/8.57.(X11; Linux x86_64; lzh-TW) Presto/2.9.188 Version/11.00",
"session_id": "dd9a3e22-58a9-4daf-bb95-30bc0b85a86b",
"risk_score": 26.47,
"confidence": 0.74
}
| null | null | null | null | null |
No additional info
|
Endpoint scheduled_task pay by thompsonjacob No additional info
|
scheduled_task
| null | null |
thompsonjacob
|
pay
| 3,518
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
30b814b8-3ad7-4ff1-8ae7-ea747fd4ffce
| 2025-04-11T11:14:09
|
network
|
Trellix v10.7.0
|
low
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|low| desc=Network bandwidth_usage from 10.209.22.199 to 31.193.115.90 No additional info
|
{
"geo_location": "San Marino",
"device_hash": "dd611a0f68a4ff59585b908098d0c8f4c93c19a3",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_0 rv:3.0; as-IN) AppleWebKit/535.38.4 (KHTML, like Gecko) Version/5.0 Safari/535.38.4",
"session_id": "cdec9d19-e329-43e7-aa20-4429cd8f1dd7",
"risk_score": 68.68,
"confidence": 0.46
}
|
10.209.22.199
|
31.193.115.90
| null | null | null |
No additional info
|
Network bandwidth_usage from 10.209.22.199 to 31.193.115.90 No additional info
|
bandwidth_usage
| 454,938
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1bb6e8aa-e69e-4ab1-916f-cd2f9e30206d
| 2029-09-21T06:28:10
|
ids_alert
|
Splunk v9.0.2
|
critical
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|critical| desc=Splunk Alert: Fileless Attack detected from 206.18.59.171 targeting 87.79.219.111 No additional info noise=tag/main
|
{
"geo_location": "North Macedonia",
"device_hash": "57678643132fac0ba1a7f0de9a10c2da42beb8dbf824ff6c83bbdf8e491a536a",
"user_agent": "Opera/9.64.(Windows NT 5.01; ckb-IQ) Presto/2.9.180 Version/12.00",
"session_id": "5c71d9d8-187c-4a91-acd3-6d0aa0a0b6af",
"risk_score": 78.61,
"confidence": 0.7
}
|
206.18.59.171
|
87.79.219.111
|
Fileless Attack
|
SIG-9042
|
Malware
|
No additional info
|
Splunk Alert: Fileless Attack detected from 206.18.59.171 targeting 87.79.219.111 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f1b4800d-3501-476b-9be5-f0535c391e9d
| 2025-01-30T05:15:02
|
iot
|
AlienVault v5.7.0
|
info
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|info| desc=IoT device Medical firmware_update No additional info noise=app
|
{
"geo_location": "Turkmenistan",
"device_hash": "6ca9c0a35f1735239148fcd57920100780973b8a",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_9; rv:1.9.6.20) Gecko/3470-10-09 18:04:33 Firefox/13.0",
"session_id": "ef4e4284-49ac-40a0-a158-55b378261d79",
"risk_score": 62.51,
"confidence": 0.85
}
| null | null | null | null | null |
No additional info
|
IoT device Medical firmware_update No additional info
|
firmware_update
| null | null | null | null | null | null | null |
Medical
|
iot-ae21c9ae
|
9.3
| null | null | null | null | null | null | null | null | null | null |
69254ede-5579-450b-951a-3697cc2a60aa
| 2025-03-06T20:02:33
|
network
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|high| desc=Network disconnection from 216.51.57.74 to 164.245.60.37 No additional info
|
{
"geo_location": "Italy",
"device_hash": "493b335bb74f7ed47ac3371780f1a19f58d72ae4",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_7) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/52.0.849.0 Safari/533.2",
"session_id": "c179ebd9-e972-4468-962e-bfff9f943db7",
"risk_score": 23.04,
"confidence": 0.1
}
|
216.51.57.74
|
164.245.60.37
| null | null | null |
No additional info
|
Network disconnection from 216.51.57.74 to 164.245.60.37 No additional info
|
disconnection
| 43,935
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6a22ca3c-0d10-4052-a7fb-1c90b8df8ba3
| 2025-03-06T18:37:51
|
ai
|
Elastic SIEM v8.9.0
|
medium
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|medium| desc=AI system model_access by andrea70 No additional info
|
{
"geo_location": "France",
"device_hash": "3cdfd0c0f584e03b13cd6e68f8bbad23",
"user_agent": "Opera/9.96.(X11; Linux x86_64; apn-IN) Presto/2.9.169 Version/12.00",
"session_id": "55da82eb-5a10-4d0e-96b7-976e9a8d8cf0",
"risk_score": 87.25,
"confidence": 0.58
}
| null | null | null | null | null |
No additional info
|
AI system model_access by andrea70 No additional info
|
model_access
| null | null |
andrea70
| null | null | null | null | null | null | null | null | null | null | null | null |
model-4003072d
|
36b165bb5b83c9c31f38475040e8e576c3b623ef57df4527c54b436f1965ccc1
|
9084f659a7e3e3d17c8f537d79715c9e
| null | null |
d99f0af8-8b46-4d5d-af8f-30e98b2d65e8
| 2025-03-04T00:46:42
|
network
|
ArcSight v7.4.0
|
info
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 171.88.194.143 to 1.15.135.12 No additional info
|
{
"geo_location": "Yemen",
"device_hash": "8103df3c78d31dfc771f00a76d49f2f7",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/531.4.6 (KHTML, like Gecko) Version/4.0.1 Safari/531.4.6",
"session_id": "86470017-cbb8-4f5b-a3bd-d79f572ec5b5",
"risk_score": 45.27,
"confidence": 0.17
}
|
171.88.194.143
|
1.15.135.12
| null | null | null |
No additional info
|
Network protocol_anomaly from 171.88.194.143 to 1.15.135.12 No additional info
|
protocol_anomaly
| 534,465
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
95e68757-c595-4bf0-878b-4d7ac4def15d
| 2025-06-18T20:14:34
|
auth
|
FireEye HX v4.5.0
|
medium
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for hernandezdustin via MFA from 145.48.160.31 No additional info
|
{
"geo_location": "Romania",
"device_hash": "b33e73044de5cc8e783bcfcd6c63e389",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/3.0)",
"session_id": "3c9ae930-85b0-4dcf-bb42-a2390ea10857",
"risk_score": 25.74,
"confidence": 0.94
}
|
145.48.160.31
| null | null | null | null |
No additional info
|
Auth challenge for hernandezdustin via MFA from 145.48.160.31 No additional info
|
challenge
| null | null |
hernandezdustin
| null | null | null | null | null | null | null | null | null | null |
MFA
|
de:9d:4e:39:5f:b7
| null | null | null | null | null |
78ad1cbb-ba35-4090-9ff4-222ffe0593d6
| 2025-02-19T10:51:35
|
ai
|
Elastic SIEM v8.9.0
|
info
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|info| desc=AI system model_inversion by dannymorgan No additional info
|
{
"geo_location": "Faroe Islands",
"device_hash": "4bcc11a850eb284aaf17ad058a793dd41e737c64",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; as-IN; rv:1.9.0.20) Gecko/7867-01-30 04:39:00 Firefox/4.0",
"session_id": "b025b494-04e9-468a-a202-35e79fa32670",
"risk_score": 43.15,
"confidence": 0.45
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by dannymorgan No additional info
|
model_inversion
| null | null |
dannymorgan
| null | null | null | null | null | null | null | null | null | null | null | null |
model-51c3df37
|
979598293476da9a8073ae97d100b99381e071baf46384241567461e34ca4984
|
3416893eae95770d4f4737218f9cf80c3a8dbf84fc96cf3f226238c39021cdf2
| null | null |
f8ccca5d-2788-47e4-92ec-4be66d3c2efa
| 2025-06-30T21:39:04
|
network
|
Zeek v5.0.0
|
info
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|info| desc=Network latency_spike from 54.133.122.233 to 41.19.127.26 No additional info
|
{
"geo_location": "Korea",
"device_hash": "b51ef1468c5471527091c21ce052d09c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 95; Trident/3.1)",
"session_id": "dc7a0d89-252b-4ad9-bdbc-3f23713cf83d",
"risk_score": 37.89,
"confidence": 0.66
}
|
54.133.122.233
|
41.19.127.26
| null | null | null |
No additional info
|
Network latency_spike from 54.133.122.233 to 41.19.127.26 No additional info
|
latency_spike
| 34,098
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fc6e07b8-225e-47e4-87b1-b12bfb974543
| 2025-02-26T03:39:18
|
auth
|
FireEye HX v4.5.0
|
low
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|low| desc=Auth timeout for zmiller via key from 187.152.63.53 MITRE Technique: T1547.001
|
{
"geo_location": "Portugal",
"device_hash": "948000eb820cef93ded115cb42cdfc829c2f3631705dedd0b5ff4f2d7757410c",
"user_agent": "Mozilla/5.0 (Windows 98; yi-US; rv:1.9.2.20) Gecko/8749-12-24 01:49:06 Firefox/3.6.14",
"session_id": "3a0994c5-5623-492d-85bf-3c0bd79eb3b3",
"risk_score": 22.52,
"confidence": 0.45
}
|
187.152.63.53
| null | null | null | null |
MITRE Technique: T1547.001
|
Auth timeout for zmiller via key from 187.152.63.53 MITRE Technique: T1547.001
|
timeout
| null | null |
zmiller
| null | null | null | null | null | null | null | null | null | null |
key
|
03:24:10:7b:ce:69
| null | null | null | null | null |
f74869ae-9a3f-439d-a262-8129f0254f2e
| 2025-05-17T01:26:07
|
ai
|
Zeek v5.0.0
|
critical
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system training_data_poisoning by udavis MITRE Technique: T1204.002
|
{
"geo_location": "Mongolia",
"device_hash": "7bf166178310aea673b2ae065a6a93c6",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; unm-US) AppleWebKit/535.44.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6535.44.3",
"session_id": "620f6f36-4a94-458d-81f4-77d0d5f3619e",
"risk_score": 35.02,
"confidence": 0.64
}
| null | null | null | null | null |
MITRE Technique: T1204.002
|
AI system training_data_poisoning by udavis MITRE Technique: T1204.002
|
training_data_poisoning
| null | null |
udavis
| null | null | null | null | null | null | null | null | null | null | null | null |
model-245fc283
|
ee432405690e1d647155abe5280afba4526c2da53b824ffeb4535c1e3128b454
|
b9235184de3ec6fb5fcec22394bda7cd85ba209d89270f2da6cbad26a76ac85e
| null | null |
d12e4f20-0d82-4627-b7cb-7f03efbc7f81
| 2025-03-21T03:25:58
|
ai
|
Zeek v5.0.0
|
critical
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system api_abuse by chad41 Associated Threat Actor: Inception Framework
|
{
"geo_location": "Iran",
"device_hash": "f4e060f0c7d5a10acde3939a559a3e83",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/5.1)",
"session_id": "a70cc117-b23a-43a4-b46c-b64e1fb830e0",
"risk_score": 41.11,
"confidence": 0.04
}
| null | null | null | null | null |
Associated Threat Actor: Inception Framework
|
AI system api_abuse by chad41 Associated Threat Actor: Inception Framework
|
api_abuse
| null | null |
chad41
| null | null | null |
{
"baseline_deviation": 2.03,
"entropy": 5.3,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null |
model-02b251d5
|
2da270f39aa464b66c11dabbcf088d7a
|
ef4d366a0545ffe5818d0d62857dd3f8706c58bc
| null | null |
9c4654db-14d8-4040-9a07-235e386e8ff3
| 2025-06-10T16:14:00
|
ids_alert
|
Tanium v7.4.0
|
low
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|low| desc=Tanium Alert: Credential Stuffing detected from 126.170.171.231 targeting 187.84.229.220 MITRE Technique: T1053.005
|
{
"geo_location": "China",
"device_hash": "9f21ce18663676f859ced0f5beb9acffd45803d1",
"user_agent": "Opera/8.67.(Windows NT 5.2; hi-IN) Presto/2.9.161 Version/10.00",
"session_id": "9214f5f4-74d8-47db-befd-bd4557ac5018",
"risk_score": 72.17,
"confidence": 0.5
}
|
126.170.171.231
|
187.84.229.220
|
Credential Stuffing
|
SIG-8077
|
Malware
|
MITRE Technique: T1053.005
|
Tanium Alert: Credential Stuffing detected from 126.170.171.231 targeting 187.84.229.220 MITRE Technique: T1053.005
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
aed0e5e9-5125-4c0d-baf5-72dc6192d591
| 2025-05-11T10:34:14
|
firewall
|
FireEye HX v4.5.0
|
critical
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall inspect ICMP traffic from 66.233.237.136:327 to 67.34.196.122:267 No additional info noise=this|base|as
|
{
"geo_location": "Qatar",
"device_hash": "e9385c2dc38597b1e0de57da3c3e6d5f36f1e9c4",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/8279-04-15 17:05:49 Firefox/14.0",
"session_id": "2597593b-b6cb-493a-9c0a-a2fc298b6474",
"risk_score": 2.75,
"confidence": 0.5
}
|
66.233.237.136
|
67.34.196.122
| null | null | null |
No additional info
|
Firewall inspect ICMP traffic from 66.233.237.136:327 to 67.34.196.122:267 No additional info
|
inspect
| 255,579
|
ICMP
| null | null | null | null | null | null | null | null | 327
| 267
| 1,546
| null | null | null | null | null | null | null |
eb68c71e-1218-4421-86b4-74da915f2bc0
| 2025-04-16T03:32:09
|
cloud
|
Carbon Black v7.8.0
|
critical
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|critical| desc=Cloud lambda_execution in Alibaba by ybrennan No additional info noise=RHJ1Zy4=
|
{
"geo_location": "Dominican Republic",
"device_hash": "a7073470303e78cc37fe3651468dbd3dced52c3b",
"user_agent": "Mozilla/5.0 (Linux; Android 4.1) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/48.0.859.0 Safari/533.2",
"session_id": "1833a23b-4f3e-4586-90c0-0f90a2ecf02a",
"risk_score": 25.51,
"confidence": 0.23
}
| null | null | null | null | null |
No additional info
|
Cloud lambda_execution in Alibaba by ybrennan No additional info
|
lambda_execution
| null | null |
ybrennan
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-e4581e4c
|
8137b36a-3897-4580-b0bc-8bad361179e2
| 2025-05-18T16:00:38
|
firewall
|
Elastic SIEM v8.9.0
|
critical
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|critical| desc=Firewall quarantine HTTPS traffic from 212.70.7.163:950 to 195.207.131.74:762 No additional info
|
{
"geo_location": "Bulgaria",
"device_hash": "e3f981784e25294b1826cf4a4dca81fbce25a976",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/3445-11-27 12:51:39 Firefox/14.0",
"session_id": "a55432b5-b79c-4ee6-bf31-945578254035",
"risk_score": 20.89,
"confidence": 0.77
}
|
212.70.7.163
|
195.207.131.74
| null | null | null |
No additional info
|
Firewall quarantine HTTPS traffic from 212.70.7.163:950 to 195.207.131.74:762 No additional info
|
quarantine
| 731,184
|
HTTPS
| null | null | null | null |
{
"baseline_deviation": 2.48,
"entropy": 4.73,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | 950
| 762
| 2,284
| null | null | null | null | null | null | null |
e467d57c-70ff-47fb-90f1-55c2c36c2525
| 2025-01-30T02:35:10
|
network
|
AlienVault v5.7.0
|
medium
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 142.251.154.255 to 123.157.164.169 MITRE Technique: T1566.001
|
{
"geo_location": "United Kingdom",
"device_hash": "bc36acb7843afa412732efe3b9d6dc79",
"user_agent": "Opera/9.72.(Windows NT 5.0; tcy-IN) Presto/2.9.184 Version/11.00",
"session_id": "2b53f911-fc00-4221-a232-2f65eb9e8eeb",
"risk_score": 22.96,
"confidence": 0.67
}
|
142.251.154.255
|
123.157.164.169
| null | null | null |
MITRE Technique: T1566.001
|
Network disconnection from 142.251.154.255 to 123.157.164.169 MITRE Technique: T1566.001
|
disconnection
| 954,850
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a576d969-074c-474c-9bed-c2312f7cb64a
| 2025-02-21T21:38:34
|
network
|
Zeek v5.0.0
|
low
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|low| desc=Network disconnection from 150.17.200.90 to 61.152.126.121 No additional info noise=category
|
{
"geo_location": "China",
"device_hash": "23ab281a9d70be280a132c8268532fb2573ddcdf",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/62.0.878.0 Safari/536.2",
"session_id": "7115772e-f1de-4d79-bc6d-fedd624a0a95",
"risk_score": 21.55,
"confidence": 0.32
}
|
150.17.200.90
|
61.152.126.121
| null | null | null |
No additional info
|
Network disconnection from 150.17.200.90 to 61.152.126.121 No additional info
|
disconnection
| 267,445
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6eea2cdf-7bdc-45c1-b320-aa1e638b0784
| 2025-06-25T14:12:36
|
network
|
Palo Alto Cortex v3.0.0
|
critical
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|critical| desc=Network protocol_anomaly from 10.55.137.42 to 77.245.12.252 No additional info noise=scientist|exist|improve
|
{
"geo_location": "Brunei Darussalam",
"device_hash": "1d948ef25c74e374c08728f1afe51fbb98ce45e1dd393ab86e8b1b9643ba3577",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/531.40.3 (KHTML, like Gecko) Version/5.0 Safari/531.40.3",
"session_id": "d7cd6be3-4535-4b3d-be48-e65890a11e84",
"risk_score": 48.16,
"confidence": 0.72
}
|
10.55.137.42
|
77.245.12.252
| null | null | null |
No additional info
|
Network protocol_anomaly from 10.55.137.42 to 77.245.12.252 No additional info
|
protocol_anomaly
| 464,717
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6d89af6d-e4fb-45ad-b334-49f32a602439
| 2025-02-21T22:08:16
|
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 raymondanne via biometric from 20.15.197.204 No additional info
|
{
"geo_location": "Northern Mariana Islands",
"device_hash": "e69c82f5bb67b1b7a125cb0ff2c08cbc75aed436",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_9 rv:3.0; as-IN) AppleWebKit/532.25.5 (KHTML, like Gecko) Version/5.0 Safari/532.25.5",
"session_id": "d40adfc5-0041-41c3-9c4b-0e66fa6aea38",
"risk_score": 49.24,
"confidence": 0.77
}
|
20.15.197.204
| null | null | null | null |
No additional info
|
Auth challenge for raymondanne via biometric from 20.15.197.204 No additional info
|
challenge
| null | null |
raymondanne
| null | null | null | null | null | null | null | null | null | null |
biometric
|
72:50:00:1f:44:b4
| null | null | null | null | null |
68ddf77e-12b6-4fe6-9ed7-2ca4e92516c2
| 2025-07-05T07:12:58
|
auth
|
Carbon Black v7.8.0
|
low
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|low| desc=Auth bypass for umiller via passwordless from 175.25.158.195 No additional info
|
{
"geo_location": "Guinea-Bissau",
"device_hash": "5bb690ed5761ac652742fbacf7dba4ec63db451b",
"user_agent": "Mozilla/5.0 (Windows 95; szl-PL; rv:1.9.2.20) Gecko/7807-12-25 14:58:46 Firefox/11.0",
"session_id": "157ec9df-1471-4b83-b736-8020d31eaa3c",
"risk_score": 25.67,
"confidence": 0.36
}
|
175.25.158.195
| null | null | null | null |
No additional info
|
Auth bypass for umiller via passwordless from 175.25.158.195 No additional info
|
bypass
| null | null |
umiller
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
98:48:15:03:cd:13
| null | null | null | null | null |
7e51ed0a-650c-48a3-bd3d-5547b650502e
| 2025-02-15T20:08:14
|
ids_alert
|
Elastic SIEM v8.9.0
|
medium
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|medium| desc=Elastic SIEM Alert: XSS detected from 123.34.55.251 targeting 90.55.84.170 MITRE Technique: T1059.005 noise=V2VzdGVybi4=
|
{
"geo_location": "Comoros",
"device_hash": "d23f2c9b75141509c54098cacc16774f6b3447b5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.2; Trident/5.1)",
"session_id": "cdd4259a-492c-4a35-be5a-e7b7203251a4",
"risk_score": 62.61,
"confidence": 0.42
}
|
123.34.55.251
|
90.55.84.170
|
XSS
|
SIG-6379
|
Policy
|
MITRE Technique: T1059.005
|
Elastic SIEM Alert: XSS detected from 123.34.55.251 targeting 90.55.84.170 MITRE Technique: T1059.005
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
609a677c-19b2-4c09-817d-14a8342670ee
| 2025-06-21T12:40:03
|
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: Domain Fronting detected from 8.21.24.94 targeting N/A No additional info
|
{
"geo_location": "Haiti",
"device_hash": "b604b232ba61708a576ebb01bb4025c88acb396120444da6ee6cbb492c07bae2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 10.0; Trident/5.0)",
"session_id": "03d4f367-0d57-4920-885c-b6144e57f34f",
"risk_score": 48.36,
"confidence": 0.59
}
|
8.21.24.94
|
N/A
|
Domain Fronting
|
SIG-7149
|
Evasion
|
No additional info
|
FireEye HX Alert: Domain Fronting detected from 8.21.24.94 targeting N/A No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
25afe8a9-ebeb-4eb5-a657-f45136f24e6b
| 2025-04-14T03:07:49
|
iot
|
Snort v2.9.20
|
critical
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|critical| desc=IoT device Camera command_injection MITRE Technique: T1566.001
|
{
"geo_location": "Myanmar",
"device_hash": "74f7ec87733c69e663d93883bfc1e0c87a57c709",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 7_1_2 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/16.9u6038.0 Mobile/55A081 Safari/535.1",
"session_id": "de99caac-86ec-4aa8-9119-995606f75205",
"risk_score": 20.61,
"confidence": 1
}
| null | null | null | null | null |
MITRE Technique: T1566.001
|
IoT device Camera command_injection MITRE Technique: T1566.001
|
command_injection
| null | null | null | null | null | null | null |
Camera
|
iot-9d453f0d
|
6.4
| null | null | null | null | null | null | null | null | null | null |
bd91e423-ac58-4202-b822-95cbfe04035e
| 2025-05-26T18:50:47
|
network
|
ArcSight v7.4.0
|
critical
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|critical| desc=Network protocol_anomaly from 106.90.45.22 to 165.2.199.158 Possible protocol tunneling
|
{
"geo_location": "Belarus",
"device_hash": "df8ce8fe49ee8cc198caf857bbd7047236c162fcc1f558913656146f8cdd5378",
"user_agent": "Mozilla/5.0 (Android 4.1.1; Mobile; rv:51.0) Gecko/51.0 Firefox/51.0",
"session_id": "ea74b51f-8c4c-47ec-906c-552eade45f09",
"risk_score": 52.33,
"confidence": 0.26
}
|
106.90.45.22
|
165.2.199.158
| null | null | null |
Possible protocol tunneling
|
Network protocol_anomaly from 106.90.45.22 to 165.2.199.158 Possible protocol tunneling
|
protocol_anomaly
| 107,811
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6b0e2417-57eb-4fe5-ba5a-d0b857acf670
| 2025-04-15T17:03:55
|
ids_alert
|
Snort v2.9.20
|
critical
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|critical| desc=Snort Alert: MFA Bypass detected from 94.241.74.116 targeting 61.226.109.73 MITRE Technique: T1190
|
{
"geo_location": "Suriname",
"device_hash": "8825f887823fca6291a4bac0f5d69a6c15dba08b",
"user_agent": "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/16.0.836.0 Safari/534.2",
"session_id": "b97cd908-c4dd-44ee-9dcd-922516c6b363",
"risk_score": 38.32,
"confidence": 0.3
}
|
94.241.74.116
|
61.226.109.73
|
MFA Bypass
|
SIG-8809
|
Malware
|
MITRE Technique: T1190
|
Snort Alert: MFA Bypass detected from 94.241.74.116 targeting 61.226.109.73 MITRE Technique: T1190
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
794b8ca9-cd88-474a-9d19-6b418f70ef68
| 2025-04-23T18:03:13
|
ai
|
CrowdStrike v6.45.0
|
medium
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by benjamin21 No additional info
|
{
"geo_location": "Syrian Arab Republic",
"device_hash": "993630f512fd32d843977d680084cf1e",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/531.32.2 (KHTML, like Gecko) Version/4.0 Safari/531.32.2",
"session_id": "8c7937c2-59a0-47f6-85ae-277f6ba90d7e",
"risk_score": 31.27,
"confidence": 0.41
}
| null | null | null | null | null |
No additional info
|
AI system prompt_injection by benjamin21 No additional info
|
prompt_injection
| null | null |
benjamin21
| null | null | null | null | null | null | null | null | null | null | null | null |
model-e2b05526
|
d233bed428d97d75d23012be1a4ef0f9
|
3b75cba55bbd8014639b1ddbddfc9898
| null | null |
0bd13cf0-9669-4a57-b08f-710cfd95a926
| 2025-01-26T08:45:07
|
ids_alert
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|high| desc=LogRhythm Alert: DDoS detected from 59.194.9.169 targeting 215.232.112.238 MITRE Technique: T1071.001 noise=Q29udGFpbi4=
|
{
"geo_location": "Martinique",
"device_hash": "f8b666b05edf170dfb24bdf20ba73038f341f68bff59a2a9333d85728b0295e5",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_4) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/47.0.873.0 Safari/535.0",
"session_id": "4d748070-b475-4d89-baf2-c5788b1dd36d",
"risk_score": 80.95,
"confidence": 0.45
}
|
59.194.9.169
|
215.232.112.238
|
DDoS
|
SIG-9666
|
Exploit
|
MITRE Technique: T1071.001
|
LogRhythm Alert: DDoS detected from 59.194.9.169 targeting 215.232.112.238 MITRE Technique: T1071.001
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4a6a2248-61fc-4561-8445-c664fd70098f
| 2025-05-03T12:40:42
|
auth
|
Tanium v7.4.0
|
info
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|info| desc=Auth challenge for nrodgers via key from 154.175.111.16 MITRE Technique: T1204.002 noise=V2hldGhlci4=
|
{
"geo_location": "Lithuania",
"device_hash": "d826deea6d5f80f02060a3e74fdd7aa2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/5.1)",
"session_id": "db1d6c7c-ff8e-4aba-a186-ed90d25c53c7",
"risk_score": 39.46,
"confidence": 0.65
}
|
154.175.111.16
| null | null | null | null |
MITRE Technique: T1204.002
|
Auth challenge for nrodgers via key from 154.175.111.16 MITRE Technique: T1204.002
|
challenge
| null | null |
nrodgers
| null | null | null | null | null | null | null | null | null | null |
key
|
b9:1a:70:01:fc:0f
| null | null | null | null | null |
33af950f-34af-4165-8d17-0c62d65791aa
| 2025-02-25T06:40:43
|
auth
|
Snort v2.9.20
|
info
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|info| desc=Auth challenge for adiaz via passwordless from 10.114.244.227 No additional info
|
{
"geo_location": "Guadeloupe",
"device_hash": "6b4536837171849d642fcffb6da164f10c54652a",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_8 rv:2.0; nr-ZA) AppleWebKit/535.18.7 (KHTML, like Gecko) Version/4.0.2 Safari/535.18.7",
"session_id": "96944726-cb44-4467-8589-c85830fd9f2a",
"risk_score": 52.44,
"confidence": 0.4
}
|
10.114.244.227
| null | null | null | null |
No additional info
|
Auth challenge for adiaz via passwordless from 10.114.244.227 No additional info
|
challenge
| null | null |
adiaz
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
6b:a5:4d:74:ad:e5
| null | null | null | null | null |
4dd0d0dc-510b-40f8-b6e3-8b3a73531650
| 2025-03-20T19:23:58
|
iot
|
Carbon Black v7.8.0
|
critical
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera physical_tamper No additional info
|
{
"geo_location": "Grenada",
"device_hash": "0c50149b7672c7fbb177d83d625c61c4",
"user_agent": "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/18.0.836.0 Safari/532.0",
"session_id": "8f6aa745-5f6b-4e42-9d1e-680e41080e0c",
"risk_score": 28.38,
"confidence": 0.64
}
| null | null | null | null | null |
No additional info
|
IoT device Camera physical_tamper No additional info
|
physical_tamper
| null | null | null | null | null | null | null |
Camera
|
iot-1fa1a757
|
1.8
| null | null | null | null | null | null | null | null | null | null |
9b37c672-c2ec-4f5e-8aab-dc484aac2d0b
| 2025-04-30T09:53:30
|
auth
|
OSSEC v3.7.0
|
low
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|low| desc=Auth failed for harold38 via biometric from 145.132.112.14 No additional info
|
{
"geo_location": "Kenya",
"device_hash": "3800f6f4dfc59e17e1ab7082dca9f1b3467fe406c49331fa5f49233b52c9dc41",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4_1 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) FxiOS/16.0i8008.0 Mobile/54C641 Safari/536.2",
"session_id": "ca32b1b1-8aeb-4e4a-968f-ae09ccad0298",
"risk_score": 42.32,
"confidence": 0.97
}
|
145.132.112.14
| null | null | null | null |
No additional info
|
Auth failed for harold38 via biometric from 145.132.112.14 No additional info
|
failed
| null | null |
harold38
| null | null | null | null | null | null | null | null | null | null |
biometric
|
a9:f9:dc:5a:91:e9
| null | null | null | null | null |
f7a2be9f-7b3e-494a-8fc3-a1867da1b566
| 2025-03-07T04:00:32
|
endpoint
|
Suricata v6.0.10
|
low
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|low| desc=Endpoint registry_change assume by lamkristi No additional info
|
{
"geo_location": "Bermuda",
"device_hash": "c0f6193ede7802c5ce5a67725f8cdfe4793a069695804768e4b9d036c3e2c7c2",
"user_agent": "Mozilla/5.0 (Windows 98; quz-PE; rv:1.9.2.20) Gecko/6897-08-10 17:48:48 Firefox/10.0",
"session_id": "fb4045ff-180b-4671-9df2-77d1114f2d6e",
"risk_score": 100,
"confidence": 0.54
}
| null | null | null | null | null |
No additional info
|
Endpoint registry_change assume by lamkristi No additional info
|
registry_change
| null | null |
lamkristi
|
assume
| 4,253
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f20056b5-ca77-49c3-95b9-8bd95e6a366d
| 2025-02-08T01:32:37
|
endpoint
|
Snort v2.9.20
|
info
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|info| desc=Endpoint process_start /past/responsibility.pages by amy95 No additional info
|
{
"geo_location": "Zimbabwe",
"device_hash": "b2fc17d27fe205dc04c8f1a3ff34e1036cef2e3afcffc8d102bfb8f3ba99f438",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 3_2_2 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/15.2j4733.0 Mobile/73D438 Safari/535.1",
"session_id": "7c5a4dca-91b8-4b1c-a44d-b10f17bec808",
"risk_score": 43.46,
"confidence": 0.28
}
| null | null | null | null | null |
No additional info
|
Endpoint process_start /past/responsibility.pages by amy95 No additional info
|
process_start
| null | null |
amy95
|
/past/responsibility.pages
| 3,863
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9d066cb5-9ba7-4306-9b78-3cf1e8c49adf
| 2025-01-19T11:02:16
|
endpoint
|
Suricata v6.0.10
|
high
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|high| desc=Endpoint driver_load woman by jenna73 No additional info
|
{
"geo_location": "Germany",
"device_hash": "14822fe3e82a3d26760bbf5a3f1a99b03c66bc7d",
"user_agent": "Opera/8.85.(Windows 98; wo-SN) Presto/2.9.163 Version/10.00",
"session_id": "001f0b75-2764-4d1b-9ade-54fd91de9a03",
"risk_score": 65.55,
"confidence": 0.27
}
| null | null | null | null | null |
No additional info
|
Endpoint driver_load woman by jenna73 No additional info
|
driver_load
| null | null |
jenna73
|
woman
| 251
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
85442735-df8f-40ee-8eb7-07c1ccff274c
| 2025-01-15T14:41:50
|
ids_alert
|
Darktrace v6.0.0
|
medium
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|medium| desc=Darktrace Alert: SQL Injection detected from 55.81.98.177 targeting N/A No additional info
|
{
"geo_location": "Iran",
"device_hash": "d8d19e18b7d27b06197a56d8d4838880cf749b84be172dbb32e8a580c04872f0",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/533.18.5 (KHTML, like Gecko) Version/4.0 Safari/533.18.5",
"session_id": "23a9d764-8842-4cf5-9060-d27f1655f895",
"risk_score": 38.38,
"confidence": 0.64
}
|
55.81.98.177
|
N/A
|
SQL Injection
|
SIG-6303
|
Evasion
|
No additional info
|
Darktrace Alert: SQL Injection detected from 55.81.98.177 targeting N/A No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0cd0684a-5c5f-4dbb-9ef1-d02bd45a5cfa
| 2025-02-15T18:49:42
|
firewall
|
Microsoft Sentinel v1.0.0
|
low
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|low| desc=Firewall deny SSH traffic from 185.208.87.146:905 to 157.105.206.104:900 Unconventional IOC: Bios timestamp anomalies
|
{
"geo_location": "Fiji",
"device_hash": "423649fc5b91415e9256fbebc0dceea6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows CE; Trident/3.0)",
"session_id": "7dc89352-2dc4-494c-bfa1-fd1cb785141d",
"risk_score": 15.02,
"confidence": 0.09
}
|
185.208.87.146
|
157.105.206.104
| null | null | null |
Unconventional IOC: Bios timestamp anomalies
|
Firewall deny SSH traffic from 185.208.87.146:905 to 157.105.206.104:900 Unconventional IOC: Bios timestamp anomalies
|
deny
| 369,082
|
SSH
| null | null | null | null | null | null | null | null | 905
| 900
| 751
| null | null | null | null | null | null | null |
58dabdc9-9e69-44a1-ad4b-3727e005b174
| 2025-05-07T19:57:24
|
ai
|
CrowdStrike v6.45.0
|
critical
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|critical| desc=AI system membership_inference by amyphillips No additional info
|
{
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "fa4047a1286c432d220ff55ce4ecc89abfd264d7c5f2dc5b81e306e533b98a95",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/535.17.2 (KHTML, like Gecko) Version/5.0 Safari/535.17.2",
"session_id": "883ba248-36ac-49c5-8bd9-6e2c5b5ee526",
"risk_score": 39.72,
"confidence": 0.59
}
| null | null | null | null | null |
No additional info
|
AI system membership_inference by amyphillips No additional info
|
membership_inference
| null | null |
amyphillips
| null | null | null | null | null | null | null | null | null | null | null | null |
model-b40762ab
|
3e18df208429e0d1d6f2436e3c67fc56
|
f06d7b31ab0ef2b163070ec2d6e23825d8689837
| null | null |
b129713e-04b0-4979-985a-11eba9461f81
| 2025-02-18T02:05:43
|
auth
|
Splunk v9.0.2
|
high
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|high| desc=Auth bypass for brian67 via biometric from 155.35.175.137 No additional info noise=app
|
{
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "e5227ec824882b6471bea98db0ccbcc4",
"user_agent": "Opera/9.25.(Windows NT 10.0; kk-KZ) Presto/2.9.164 Version/10.00",
"session_id": "e0db05cc-0458-409c-be3c-2e7019f2cb9d",
"risk_score": 36.88,
"confidence": 0.98
}
|
155.35.175.137
| null | null | null | null |
No additional info
|
Auth bypass for brian67 via biometric from 155.35.175.137 No additional info
|
bypass
| null | null |
brian67
| null | null | null | null | null | null | null | null | null | null |
biometric
|
a7:60:01:92:d6:4b
| null | null | null | null | null |
f5c67a71-e25a-4748-ae2e-a22e148c1f11
| 2025-02-26T07:13:54
|
ids_alert
|
AlienVault v5.7.0
|
high
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|high| desc=AlienVault Alert: Supply Chain Compromise detected from 3.35.56.63 targeting N/A Zero-day exploit pattern detected
|
{
"geo_location": "Iran",
"device_hash": "24a3cd5c1361c45e74529e16833b34c5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/4.1)",
"session_id": "5431c237-d011-4ebf-9bf8-45a5dc256392",
"risk_score": 52.52,
"confidence": 0.95
}
|
3.35.56.63
|
N/A
|
Supply Chain Compromise
|
SIG-6964
|
Recon
|
Zero-day exploit pattern detected
|
AlienVault Alert: Supply Chain Compromise detected from 3.35.56.63 targeting N/A Zero-day exploit pattern detected
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
33230c8d-abfd-47ad-9b6a-ddcacea06ad2
| 2025-05-11T13:04:23
|
endpoint
|
Wazuh v4.5.0
|
medium
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint scheduled_task begin by ochoamichael No additional info
|
{
"geo_location": "Timor-Leste",
"device_hash": "b46c8550913f85ce1678f6d9046863f3d2ce95e23d6c21af408221eac4f75a25",
"user_agent": "Opera/8.37.(X11; Linux x86_64; cmn-TW) Presto/2.9.186 Version/10.00",
"session_id": "6dcc6ffe-2ad1-40b2-9e4c-794591b6450c",
"risk_score": 100,
"confidence": 0.27
}
| null | null | null | null | null |
No additional info
|
Endpoint scheduled_task begin by ochoamichael No additional info
|
scheduled_task
| null | null |
ochoamichael
|
begin
| 4,081
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
99f1b64e-b209-4a78-bf80-a2bd9fd3631a
| 2025-01-12T22:12:46
|
cloud
|
Vectra AI v5.0.0
|
medium
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud lambda_execution in Alibaba by velasquezlisa Unconventional IOC: CPU microcode changes
|
{
"geo_location": "Netherlands Antilles",
"device_hash": "f3dd49de8f72e51f16e444c9a3f80056",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.6) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/14.0.884.0 Safari/531.2",
"session_id": "f7908e7c-cfa1-4549-a59f-05fb73c143ae",
"risk_score": 0,
"confidence": 0.08
}
| null | null | null | null | null |
Unconventional IOC: CPU microcode changes
|
Cloud lambda_execution in Alibaba by velasquezlisa Unconventional IOC: CPU microcode changes
|
lambda_execution
| null | null |
velasquezlisa
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-393a492f
|
c2b4f7f3-059b-41dc-b59c-1af2889df7e4
| 2025-06-09T10:14:32
|
ids_alert
|
ArcSight v7.4.0
|
emergency
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|emergency| desc=ArcSight Alert: XSS detected from 10.200.206.5 targeting N/A No additional info
|
{
"geo_location": "Liechtenstein",
"device_hash": "91d2d393fd9bd82439541f54be16860b",
"user_agent": "Opera/9.17.(Windows NT 4.0; ka-GE) Presto/2.9.184 Version/10.00",
"session_id": "31131554-4408-4611-84ed-277efe546db8",
"risk_score": 66.68,
"confidence": 0.44
}
|
10.200.206.5
|
N/A
|
XSS
|
SIG-4465
|
Recon
|
No additional info
|
ArcSight Alert: XSS detected from 10.200.206.5 targeting N/A No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8ed2bf45-c4b3-417f-8fbd-d12742eb02c7
| 2025-06-08T06:36:31
|
auth
|
Suricata v6.0.10
|
low
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|low| desc=Auth bypass for jonesmelissa via password from 60.11.117.240 Associated Threat Actor: Kimsuky
|
{
"geo_location": "Iran",
"device_hash": "b1e29ad061b0c64286982c7aefecc7b9eb11d98a6ea948120213279a8693fd28",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/3.1)",
"session_id": "8b55660d-0aae-4c07-bd00-afd0497b2af8",
"risk_score": 50.04,
"confidence": 0.24
}
|
60.11.117.240
| null | null | null | null |
Associated Threat Actor: Kimsuky
|
Auth bypass for jonesmelissa via password from 60.11.117.240 Associated Threat Actor: Kimsuky
|
bypass
| null | null |
jonesmelissa
| null | null | null | null | null | null | null | null | null | null |
password
|
33:99:24:34:5c:3f
| null | null | null | null | null |
e9d3f003-c50c-41e0-b168-8d6ce06f7d5b
| 2025-03-03T03:57:17
|
endpoint
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec /try/little.avi by elizabethlewis MITRE Technique: T1059.005
|
{
"geo_location": "Romania",
"device_hash": "9cb8964ff5169fc6428dd813a8f20275cba500e7",
"user_agent": "Mozilla/5.0 (Windows NT 5.0; ckb-IQ; rv:1.9.0.20) Gecko/5650-08-12 04:48:31 Firefox/13.0",
"session_id": "6899fa0b-8e88-489c-ad9a-58497384d240",
"risk_score": 50.77,
"confidence": 0.22
}
| null | null | null | null | null |
MITRE Technique: T1059.005
|
Endpoint wmi_exec /try/little.avi by elizabethlewis MITRE Technique: T1059.005
|
wmi_exec
| null | null |
elizabethlewis
|
/try/little.avi
| 7,785
|
explorer.exe
|
{
"baseline_deviation": 1.09,
"entropy": 4.59,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
739a0693-c00e-478a-a82c-89127dde0a56
| 2025-05-07T11:28:12
|
ai
|
Trellix v10.7.0
|
critical
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|critical| desc=AI system api_abuse by gfitzgerald No additional info
|
{
"geo_location": "Lao People's Democratic Republic",
"device_hash": "83b7efac6b709de3d3af60cc9d88bd23641c79bbd331dde7a8a0a849f63146f3",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_0; rv:1.9.3.20) Gecko/7392-03-29 02:18:15 Firefox/10.0",
"session_id": "7693ab0e-60e0-4efb-94fb-4e64993f9a50",
"risk_score": 67.71,
"confidence": 0.74
}
| null | null | null | null | null |
No additional info
|
AI system api_abuse by gfitzgerald No additional info
|
api_abuse
| null | null |
gfitzgerald
| null | null | null | null | null | null | null | null | null | null | null | null |
model-15da5589
|
3c8ec0b4519405aaa306811b7543c52d
|
c00528cc94664bf08363397f74614614
| null | null |
422ecd43-afb0-47cc-9532-42d3b25bd7e4
| 2025-07-07T12:14:50
|
ids_alert
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|medium| desc=Suricata Alert: XSS detected from 2.53.71.83 targeting 217.20.88.86 MITRE Technique: T1486 noise=over|certain|teach
|
{
"geo_location": "Greece",
"device_hash": "a86b8455ecaa316180a385b737ab7250",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows CE; Trident/3.0)",
"session_id": "62b7984f-67e7-4bb2-820b-a3192eba7914",
"risk_score": 16.76,
"confidence": 0.9
}
|
2.53.71.83
|
217.20.88.86
|
XSS
|
SIG-1854
|
Recon
|
MITRE Technique: T1486
|
Suricata Alert: XSS detected from 2.53.71.83 targeting 217.20.88.86 MITRE Technique: T1486
| null | null | null | null | null | null | null |
{
"baseline_deviation": 2.57,
"entropy": 2.59,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
b59bf39d-402e-4284-b9a7-bc94c080a02d
| 2025-03-01T05:06:49
|
cloud
|
FireEye HX v4.5.0
|
low
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|low| desc=Cloud shadow_it in AWS by alexandrajohnson Associated Threat Actor: APT34
|
{
"geo_location": "Guyana",
"device_hash": "2d69c6c657f692370635bcc4a9192025",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; ks-IN) AppleWebKit/532.12.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B119 Safari/6532.12.1",
"session_id": "7613f9d8-5f49-41ae-81c3-1e4240471621",
"risk_score": 29.17,
"confidence": 0.22
}
| null | null | null | null | null |
Associated Threat Actor: APT34
|
Cloud shadow_it in AWS by alexandrajohnson Associated Threat Actor: APT34
|
shadow_it
| null | null |
alexandrajohnson
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-292df45a
|
cfdd36b9-fced-4f59-8382-7702c8a907c2
| 2025-05-19T05:46:37
|
iot
|
Tanium v7.4.0
|
info
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|info| desc=IoT device Medical sensor_spoofing MITRE Technique: T1218.011
|
{
"geo_location": "Jersey",
"device_hash": "1ec9adc85c3d621074b5d22d523178ee3571aca2",
"user_agent": "Opera/8.57.(Windows NT 4.0; ga-IE) Presto/2.9.169 Version/11.00",
"session_id": "19344ec8-8e01-41d3-bf5d-5527c697eb17",
"risk_score": 34.47,
"confidence": 0.82
}
| null | null | null | null | null |
MITRE Technique: T1218.011
|
IoT device Medical sensor_spoofing MITRE Technique: T1218.011
|
sensor_spoofing
| null | null | null | null | null | null | null |
Medical
|
iot-094aef38
|
2.9
| null | null | null | null | null | null | null | null | null | null |
6fffe767-ac60-46e8-89a3-4a161de96445
| 2025-02-08T20:54:07
|
ai
|
Darktrace v6.0.0
|
info
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|info| desc=AI system membership_inference by bbuchanan Associated Threat Actor: Leafminer noise=wp-content/tags
|
{
"geo_location": "Swaziland",
"device_hash": "388be76c6904e8b90753019810e6c411",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_1 rv:3.0; et-EE) AppleWebKit/534.48.3 (KHTML, like Gecko) Version/5.0.3 Safari/534.48.3",
"session_id": "01685816-48cf-4ddf-ab9f-d6da4abe4d76",
"risk_score": 20.28,
"confidence": 0.87
}
| null | null | null | null | null |
Associated Threat Actor: Leafminer
|
AI system membership_inference by bbuchanan Associated Threat Actor: Leafminer
|
membership_inference
| null | null |
bbuchanan
| null | null | null | null | null | null | null | null | null | null | null | null |
model-999c6d89
|
10a3251a491a02254381ebd091d5391f47daa3f6
|
ed547dab8b321d049d09e572104e556fcb5278c1
| null | null |
85d12a2e-3633-4db0-911a-befc1e4801b4
| 2025-02-08T14:18:19
|
firewall
|
OSSEC v3.7.0
|
medium
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow HTTP traffic from 122.132.131.93:402 to 61.221.185.107:514 No additional info
|
{
"geo_location": "Nepal",
"device_hash": "08eaf93a1f6ecd67627ab44a588bf22d9a992ad2",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_2 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) FxiOS/9.8z0713.0 Mobile/57V444 Safari/532.1",
"session_id": "f53ace48-6630-4cd1-8768-15dea6c165a3",
"risk_score": 56.86,
"confidence": 0.72
}
|
122.132.131.93
|
61.221.185.107
| null | null | null |
No additional info
|
Firewall allow HTTP traffic from 122.132.131.93:402 to 61.221.185.107:514 No additional info
|
allow
| 630,229
|
HTTP
| null | null | null | null | null | null | null | null | 402
| 514
| 3,180
| null | null | null | null | null | null | null |
7924e084-c789-48f8-ab84-52ef991eae9a
| 2025-05-25T08:13:02
|
ids_alert
|
Vectra AI v5.0.0
|
low
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|low| desc=Vectra AI Alert: Living-off-the-Land detected from 10.193.217.5 targeting N/A No additional info
|
{
"geo_location": "China",
"device_hash": "e8911c1bfa4e7ea489560a6d9ccc8ebe",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/38.0.844.0 Safari/531.0",
"session_id": "2ea61f6d-9c3e-4dfd-80de-a171c9cc8d35",
"risk_score": 52.7,
"confidence": 0.48
}
|
10.193.217.5
|
N/A
|
Living-off-the-Land
|
SIG-2442
|
Malware
|
No additional info
|
Vectra AI Alert: Living-off-the-Land detected from 10.193.217.5 targeting N/A No additional info
| null | null | null | null | null | null | null |
{
"baseline_deviation": 2.95,
"entropy": 3.36,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
7ac256ce-e2d2-46ea-b7ac-70013b150b1c
| 2025-04-30T12:21:32
|
auth
|
Tanium v7.4.0
|
medium
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|medium| desc=Auth failed for david88 via biometric from 106.31.187.122 No additional info noise=search/categories
|
{
"geo_location": "Burundi",
"device_hash": "88f8b9c939aa131ef0347c803db57a09",
"user_agent": "Mozilla/5.0 (Android 2.1; Mobile; rv:9.0) Gecko/9.0 Firefox/9.0",
"session_id": "4be26c61-caa9-4527-a546-487ebd7cf114",
"risk_score": 29.21,
"confidence": 0.83
}
|
106.31.187.122
| null | null | null | null |
No additional info
|
Auth failed for david88 via biometric from 106.31.187.122 No additional info
|
failed
| null | null |
david88
| null | null | null | null | null | null | null | null | null | null |
biometric
|
40:ea:f0:cc:8e:04
| null | null | null | null | null |
73de92cd-71e4-4411-b1ed-91d63fa4705e
| 2025-06-27T13:01:48
|
ai
|
Vectra AI v5.0.0
|
medium
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|medium| desc=AI system model_inversion by steven34 No additional info
|
{
"geo_location": "Guernsey",
"device_hash": "e3540973442d470c163c5d568bbba1f1d095e719",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_2_1 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) FxiOS/18.8r8789.0 Mobile/64B117 Safari/533.0",
"session_id": "1bc3976d-6f62-4688-a3e1-441b6e24da32",
"risk_score": 28.09,
"confidence": 0.47
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by steven34 No additional info
|
model_inversion
| null | null |
steven34
| null | null | null | null | null | null | null | null | null | null | null | null |
model-694c400c
|
fecf33fe1bf0b42392201651e59c29ce
|
4de7f030716464f376ed28a75b5c5298a915e3ca143103f13e2b3d2f136844a2
| null | null |
4c43542b-e1b8-4891-b10b-fb389ed29fc9
| 2025-03-10T03:29:53
|
endpoint
|
CrowdStrike v6.45.0
|
high
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start ok by francocole No additional info
|
{
"geo_location": "Malaysia",
"device_hash": "4004ed055f20cc42c50701f060bbb60e",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/58.0.853.0 Safari/532.0",
"session_id": "e5de1557-1532-425c-90e3-60b6b5c1c009",
"risk_score": 25.33,
"confidence": 0.39
}
| null | null | null | null | null |
No additional info
|
Endpoint process_start ok by francocole No additional info
|
process_start
| null | null |
francocole
|
ok
| 8,386
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4dbac486-4ff3-4694-986e-c5fb65a40dd0
| 2025-05-01T22:30:16
|
ids_alert
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|low| desc=Snort Alert: Living-off-the-Land detected from 62.6.55.219 targeting N/A MITRE Technique: T1218.011
|
{
"geo_location": "Jordan",
"device_hash": "a2698dbb6029672f1d283f6ae52e21f0",
"user_agent": "Mozilla/5.0 (Linux; Android 11) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/43.0.896.0 Safari/532.2",
"session_id": "47b13ea3-769a-4677-b91e-bd8fca447d28",
"risk_score": 58.65,
"confidence": 0.17
}
|
62.6.55.219
|
N/A
|
Living-off-the-Land
|
SIG-5077
|
Recon
|
MITRE Technique: T1218.011
|
Snort Alert: Living-off-the-Land detected from 62.6.55.219 targeting N/A 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 |
00f6b8d2-c8bd-474a-9ae8-15ecc5be7396
| 2025-02-06T00:23:37
|
ai
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|medium| desc=AI system model_inversion by nicole77 No additional info
|
{
"geo_location": "Armenia",
"device_hash": "d14f7b70aeb25342cbddb9ad8f707ccc9df5a553",
"user_agent": "Mozilla/5.0 (Android 4.0.1; Mobile; rv:55.0) Gecko/55.0 Firefox/55.0",
"session_id": "ea1b22b4-ae27-4e97-8fef-1228a46723d6",
"risk_score": 53.42,
"confidence": 0.33
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by nicole77 No additional info
|
model_inversion
| null | null |
nicole77
| null | null | null | null | null | null | null | null | null | null | null | null |
model-7f188192
|
afdcf805f0a805676b640b60d457904e062a00c5
|
a5f8968a233a63d00632242356b5d2d8a17dbbcd
| null | null |
40a3fcea-bf6b-4093-a5c0-4233f22ed704
| 2025-06-01T15:47:58
|
cloud
|
FireEye HX v4.5.0
|
info
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|info| desc=Cloud config_change in GCP by ufoster No additional info
|
{
"geo_location": "Gambia",
"device_hash": "7f98f28d4f1ca9221e1774703e982c3ef109c098",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_4; rv:1.9.5.20) Gecko/8444-11-07 07:08:47 Firefox/3.8",
"session_id": "94772f43-56fe-4b5c-981e-e7a0b93a17e1",
"risk_score": 66.94,
"confidence": 0.99
}
| null | null | null | null | null |
No additional info
|
Cloud config_change in GCP by ufoster No additional info
|
config_change
| null | null |
ufoster
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-20072e10
|
e7a2d0fd-f95b-4619-a493-389f5ee75e87
| 2030-05-19T03:24:49
|
network
|
Suricata v6.0.10
|
critical
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 91.36.121.191 to 145.58.117.73 No additional info
|
{
"geo_location": "Guinea-Bissau",
"device_hash": "c1a8e68f42739da2b1f4f085765f8cc9e1a3dbd117d4cee016b5efc4f2354138",
"user_agent": "Opera/8.47.(X11; Linux i686; te-IN) Presto/2.9.185 Version/11.00",
"session_id": "5407ad72-732f-46c4-b7a8-aa7f60ffb81f",
"risk_score": 6.57,
"confidence": 0.12
}
|
91.36.121.191
|
145.58.117.73
| null | null | null |
No additional info
|
Network bandwidth_usage from 91.36.121.191 to 145.58.117.73 No additional info
|
bandwidth_usage
| 358,961
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
88444650-6352-46cd-b519-464de75fa58d
| 2025-06-01T16:18:39
|
iot
|
Zeek v5.0.0
|
low
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor protocol_violation Associated Threat Actor: REvil
|
{
"geo_location": "Tonga",
"device_hash": "b6170b1885b6aaa8de794926c05f2784",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/5.1)",
"session_id": "7ea8d74f-0cca-48e1-89bc-64c4744a5856",
"risk_score": 43.35,
"confidence": 0.22
}
| null | null | null | null | null |
Associated Threat Actor: REvil
|
IoT device Sensor protocol_violation Associated Threat Actor: REvil
|
protocol_violation
| null | null | null | null | null | null | null |
Sensor
|
iot-a3492a0d
|
1.3
| null | null | null | null | null | null | null | null | null | null |
6e3d9b3e-02d4-49ef-8bec-6d37f658a0c3
| 2025-04-10T17:48:07
|
auth
|
AlienVault v5.7.0
|
low
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|low| desc=Auth failed for jacob19 via MFA from 139.210.51.80 No additional info
|
{
"geo_location": "Christmas Island",
"device_hash": "c39afcf0a8a01649cad009994f38053efc81bb03ce5a9e2a6d387f5e694092c7",
"user_agent": "Mozilla/5.0 (Linux; Android 4.3.1) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/26.0.827.0 Safari/536.2",
"session_id": "b3596f9c-d464-4223-a940-7a4e23b46a40",
"risk_score": 48.16,
"confidence": 0.35
}
|
139.210.51.80
| null | null | null | null |
No additional info
|
Auth failed for jacob19 via MFA from 139.210.51.80 No additional info
|
failed
| null | null |
jacob19
| null | null | null | null | null | null | null | null | null | null |
MFA
|
38:75:ad:a6:61:97
| null | null | null | null | null |
512a003e-7b30-47d0-8250-d780394fa7a4
| 2025-03-20T19:15:10
|
ai
|
Trellix v10.7.0
|
low
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by normanpatricia No additional info
|
{
"geo_location": "India",
"device_hash": "8b4f83acc76c38b7910f42535d524609",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 10_3_3 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) FxiOS/18.8j6069.0 Mobile/28K766 Safari/536.2",
"session_id": "78855e2c-6903-4544-9493-d70282afa052",
"risk_score": 47.7,
"confidence": 0.41
}
| null | null | null | null | null |
No additional info
|
AI system prompt_injection by normanpatricia No additional info
|
prompt_injection
| null | null |
normanpatricia
| null | null | null |
{
"baseline_deviation": 2.8,
"entropy": 7.89,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null |
model-93a2bf50
|
53a3fa800b8d98249d90b9fd74763406
|
66f3c1ea53ca66d66f16ad5314850b94
| null | null |
bd6dd413-73a9-4224-820e-8b654940a450
| 2025-02-02T08:06:10
|
cloud
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|info| desc=Cloud instance_creation in GCP by coxdarren No additional info
|
{
"geo_location": "Angola",
"device_hash": "44e3705435c0abc6c533f2abf8bddb7ba3564a98",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; so-DJ) AppleWebKit/535.8.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6535.8.4",
"session_id": "7e3b6fdd-6d1a-40c2-bd3d-3efd03cedd02",
"risk_score": 32.42,
"confidence": 0.45
}
| null | null | null | null | null |
No additional info
|
Cloud instance_creation in GCP by coxdarren No additional info
|
instance_creation
| null | null |
coxdarren
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-5e88c2a3
|
c48f4cca-2887-460a-9352-1e786de21ef1
| 2025-05-17T13:47:13
|
iot
|
QRadar v7.5.0
|
high
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC side_channel MITRE Technique: T1204.002
|
{
"geo_location": "Northern Mariana Islands",
"device_hash": "a55abd0427fc1dc3aec4cc837578e81d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/531.18.6 (KHTML, like Gecko) Version/5.0.1 Safari/531.18.6",
"session_id": "fc660c84-e7fe-4110-8ccd-948debeb96c3",
"risk_score": 85.1,
"confidence": 0.51
}
| null | null | null | null | null |
MITRE Technique: T1204.002
|
IoT device HVAC side_channel MITRE Technique: T1204.002
|
side_channel
| null | null | null | null | null | null | null |
HVAC
|
iot-1ae3280a
|
1.7
| null | null | null | null | null | null | null | null | null | null |
f0b421e5-f58d-4f2a-a921-b5b179305fff
| 2025-04-09T02:22:10
|
endpoint
|
Wazuh v4.5.0
|
medium
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint scheduled_task /executive/red.bmp by hsullivan No additional info
|
{
"geo_location": "Mali",
"device_hash": "99b9fd977d278f9d7b66f732fa7db4c7c581deb0",
"user_agent": "Opera/9.75.(X11; Linux x86_64; uz-UZ) Presto/2.9.162 Version/12.00",
"session_id": "4ecba288-c897-4f7d-8f10-644ae2cfc02d",
"risk_score": 25.1,
"confidence": 0.59
}
| null | null | null | null | null |
No additional info
|
Endpoint scheduled_task /executive/red.bmp by hsullivan No additional info
|
scheduled_task
| null | null |
hsullivan
|
/executive/red.bmp
| 6,572
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8dedaae3-88c6-4abd-a92e-81bda2026854
| 2025-03-11T12:23:00
|
endpoint
|
QRadar v7.5.0
|
low
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint wmi_exec /brother/moment.webm by gardnermakayla No additional info
|
{
"geo_location": "Kuwait",
"device_hash": "48856b38f509b193cda450003774f6a1d9b639d6",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_1) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/60.0.840.0 Safari/535.2",
"session_id": "29dc5f07-ab71-4b0d-af3d-81f10788c47c",
"risk_score": 42.84,
"confidence": 0.88
}
| null | null | null | null | null |
No additional info
|
Endpoint wmi_exec /brother/moment.webm by gardnermakayla No additional info
|
wmi_exec
| null | null |
gardnermakayla
|
/brother/moment.webm
| 5,212
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
da4a7c05-4a02-4c5f-aa6d-816f32cb605f
| 2025-06-07T00:44:40
|
firewall
|
Palo Alto Cortex v3.0.0
|
info
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|info| desc=Firewall quarantine RDP traffic from 143.103.250.225:69 to 25.195.22.85:115 No additional info
|
{
"geo_location": "Iran",
"device_hash": "011539c6dd166ce997c743d29e3a184111257182bb018e976553c44c1178203b",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_5) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/18.0.870.0 Safari/534.2",
"session_id": "ccd8bdf7-e766-4e98-8053-71de2e6340e4",
"risk_score": 22.15,
"confidence": 0.01
}
|
143.103.250.225
|
25.195.22.85
| null | null | null |
No additional info
|
Firewall quarantine RDP traffic from 143.103.250.225:69 to 25.195.22.85:115 No additional info
|
quarantine
| 847,066
|
RDP
| null | null | null | null | null | null | null | null | 69
| 115
| 1,491
| null | null | null | null | null | null | null |
c7a3881d-4f51-45ac-8b86-b6508718b2dc
| 2025-01-13T09:51:17
|
ai
|
Snort v2.9.20
|
high
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|high| desc=AI system training_data_poisoning by bmitchell No additional info
|
{
"geo_location": "Portugal",
"device_hash": "2975a49f9715ebd2d4846d9d49c2bdaa",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/3.0)",
"session_id": "e9f4b615-c248-4c0c-adda-be4fbad635a1",
"risk_score": 42.66,
"confidence": 0.62
}
| null | null | null | null | null |
No additional info
|
AI system training_data_poisoning by bmitchell No additional info
|
training_data_poisoning
| null | null |
bmitchell
| null | null | null | null | null | null | null | null | null | null | null | null |
model-40297cae
|
55686bd06bfce08dc536819d23f3e452cf9f181f87372afae746baf24ba8bbb8
|
edc292963a864304dbebaa65ba9d0a11b9caa72d
| null | null |
db555cc6-bf31-4da8-904a-3682da590305
| 2025-07-09T11:53:08
|
network
|
Palo Alto Cortex v3.0.0
|
low
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 85.199.50.240 to 177.173.197.237 No additional info
|
{
"geo_location": "Uruguay",
"device_hash": "583db411bc3136f8d361be16d7c004c6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.0; Trident/3.0)",
"session_id": "96ca641b-1aab-461e-8541-ef78f4d97f6a",
"risk_score": 54.12,
"confidence": 0.01
}
|
85.199.50.240
|
177.173.197.237
| null | null | null |
No additional info
|
Network protocol_anomaly from 85.199.50.240 to 177.173.197.237 No additional info
|
protocol_anomaly
| 876,611
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a44254de-5b7c-42f1-8f05-7331b1d349b1
| 2025-05-24T20:08:31
|
network
|
AlienVault v5.7.0
|
medium
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|medium| desc=Network data_exfiltration from 92.159.171.255 to 96.252.69.238 MITRE Technique: T1486 | Unconventional IOC: Quantum random number deviations
|
{
"geo_location": "Malawi",
"device_hash": "4a5f4ae56d3e99d26607d04097e193f1",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_6) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/17.0.806.0 Safari/533.1",
"session_id": "f356b96f-7d44-4214-8aec-109b86f9c9d2",
"risk_score": 50.92,
"confidence": 0.79
}
|
92.159.171.255
|
96.252.69.238
| null | null | null |
MITRE Technique: T1486 | Unconventional IOC: Quantum random number deviations
|
Network data_exfiltration from 92.159.171.255 to 96.252.69.238 MITRE Technique: T1486 | Unconventional IOC: Quantum random number deviations
|
data_exfiltration
| 561,228
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7cb7bdf1-c3e1-4add-8a71-24787a7b4dba
| 2025-01-19T19:18:56
|
cloud
|
OSSEC v3.7.0
|
info
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in Azure by berghaley No additional info
|
{
"geo_location": "Comoros",
"device_hash": "ad7764619bfb55c4669d1709b1ff6c9b5da7dd6e2ffda33da4f21a3b31f8b1e0",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; nl-NL) AppleWebKit/534.42.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6534.42.5",
"session_id": "5174d272-6c69-4a89-bbf9-43d722e66487",
"risk_score": 78.33,
"confidence": 0.59
}
| null | null | null | null | null |
No additional info
|
Cloud lambda_execution in Azure by berghaley No additional info
|
lambda_execution
| null | null |
berghaley
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-d4620e7e
|
446d21d1-b928-424e-a95e-080e90a11851
| 2025-05-29T16:00:07
|
endpoint
|
OSSEC v3.7.0
|
critical
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load /field/war.jpg by joycejohnson Unconventional IOC: TPM attestation failures
|
{
"geo_location": "Oman",
"device_hash": "675e97e771a8f197c90903b12450d1e432f44d7d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/533.10.3 (KHTML, like Gecko) Version/5.1 Safari/533.10.3",
"session_id": "5dfe3bd0-e253-4e84-872b-8b89009dffbf",
"risk_score": 37.43,
"confidence": 0.46
}
| null | null | null | null | null |
Unconventional IOC: TPM attestation failures
|
Endpoint driver_load /field/war.jpg by joycejohnson Unconventional IOC: TPM attestation failures
|
driver_load
| null | null |
joycejohnson
|
/field/war.jpg
| 9,690
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
30875c5d-69fb-4148-bad6-c8ba62ba7ab2
| 2025-03-02T09:45:13
|
firewall
|
QRadar v7.5.0
|
low
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect SMB traffic from 38.75.250.155:81 to 164.20.219.243:586 No additional info noise=V2hhdC4=
|
{
"geo_location": "Vanuatu",
"device_hash": "3b3036b9a654496c604e355202460b1fafe807dc75567d5a157796955364871e",
"user_agent": "Opera/9.16.(X11; Linux i686; shs-CA) Presto/2.9.184 Version/11.00",
"session_id": "20a6d313-d251-4897-a9f1-76103c791d5d",
"risk_score": 22.54,
"confidence": 0.32
}
|
38.75.250.155
|
164.20.219.243
| null | null | null |
No additional info
|
Firewall inspect SMB traffic from 38.75.250.155:81 to 164.20.219.243:586 No additional info
|
inspect
| 227,196
|
SMB
| null | null | null | null | null | null | null | null | 81
| 586
| 2,129
| null | null | null | null | null | null | null |
d90acb83-5ec7-49a1-814f-8c627a9284a9
| 2025-05-06T20:15:37
|
endpoint
|
Zeek v5.0.0
|
critical
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint memory_injection /instead/say.wav by alan93 No additional info noise=QmUgbG9jYWwu
|
{
"geo_location": "Martinique",
"device_hash": "bd6751037b731335ea6ed8cc7de6c616",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_8_2 rv:3.0; nb-NO) AppleWebKit/533.35.5 (KHTML, like Gecko) Version/4.0.5 Safari/533.35.5",
"session_id": "15a58707-c206-4b37-9188-99360ff8487e",
"risk_score": 51.61,
"confidence": 0.03
}
| null | null | null | null | null |
No additional info
|
Endpoint memory_injection /instead/say.wav by alan93 No additional info
|
memory_injection
| null | null |
alan93
|
/instead/say.wav
| 8,574
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
414158ad-650b-47bc-a8ad-682db2ab9670
| 2025-06-20T15:57:59
|
endpoint
|
Zeek v5.0.0
|
high
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop suddenly by xcontreras No additional info noise=B6DEEF58
|
{
"geo_location": "Cote d'Ivoire",
"device_hash": "496083f11044d7010b06643fbeeaba77d9356898bd18acea123a279c34562940",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/4534-10-02 06:31:41 Firefox/3.6.19",
"session_id": "c9c31e41-3889-4ea2-994b-1383aed52a2a",
"risk_score": 26.57,
"confidence": 0.27
}
| null | null | null | null | null |
No additional info
|
Endpoint process_stop suddenly by xcontreras No additional info
|
process_stop
| null | null |
xcontreras
|
suddenly
| 7,220
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
13e2dce5-0288-4205-b7e5-fbaf788ffe59
| 2025-07-09T21:34:33
|
cloud
|
FireEye HX v4.5.0
|
info
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|info| desc=Cloud shadow_it in Alibaba by jennifermassey No additional info
|
{
"geo_location": "Poland",
"device_hash": "588d3835e852e4f5a371dd2c2fea0b5b62616149",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_1; rv:1.9.2.20) Gecko/9507-07-03 07:13:27 Firefox/3.6.11",
"session_id": "35e5451c-eeaf-4c19-a05f-bc86f2c59136",
"risk_score": 40.17,
"confidence": 0.37
}
| null | null | null | null | null |
No additional info
|
Cloud shadow_it in Alibaba by jennifermassey No additional info
|
shadow_it
| null | null |
jennifermassey
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-7da038b6
|
6e9f81a5-adbd-4784-a4ba-c07f94a98a3a
| 2025-05-04T02:37:41
|
ids_alert
|
Splunk v9.0.2
|
emergency
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|emergency| desc=Splunk Alert: Cloud API Abuse detected from 58.191.242.119 targeting 133.196.225.96 MITRE Technique: T1574.002
|
{
"geo_location": "Solomon Islands",
"device_hash": "bf6dc34c7914dd3525247e40df69e72ac930c6fdb4476a0f143a50eecaf2a69f",
"user_agent": "Mozilla/5.0 (Windows 98; bn-IN; rv:1.9.1.20) Gecko/7106-03-31 13:40:44 Firefox/3.6.3",
"session_id": "95999205-dd64-44e6-b671-fbffd44614bc",
"risk_score": 61.96,
"confidence": 0.76
}
|
58.191.242.119
|
133.196.225.96
|
Cloud API Abuse
|
SIG-6503
|
Exploit
|
MITRE Technique: T1574.002
|
Splunk Alert: Cloud API Abuse detected from 58.191.242.119 targeting 133.196.225.96 MITRE Technique: T1574.002
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
88620fb3-5fd7-4bfd-94be-3fdebb775f07
| 2025-04-30T19:26:23
|
ids_alert
|
Darktrace v6.0.0
|
critical
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|critical| desc=Darktrace Alert: Credential Stuffing detected from 74.220.130.153 targeting 79.102.180.85 No additional info
|
{
"geo_location": "Togo",
"device_hash": "51f32fdfc88daee4a3c9bb73dd165240",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/51.0.840.0 Safari/535.0",
"session_id": "942d2982-890b-41fd-9105-b957a8e31884",
"risk_score": 46.09,
"confidence": 0.89
}
|
74.220.130.153
|
79.102.180.85
|
Credential Stuffing
|
SIG-6722
|
Evasion
|
No additional info
|
Darktrace Alert: Credential Stuffing detected from 74.220.130.153 targeting 79.102.180.85 No additional info
| null | null | null | null | null | null | null |
{
"baseline_deviation": 2.9,
"entropy": 4.44,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
4dac9562-81a1-4db8-9465-2827a2fe954c
| 2025-06-01T08:17:15
|
cloud
|
Zeek v5.0.0
|
medium
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in AWS by jonathan28 Cross-tenant access detected
|
{
"geo_location": "Moldova",
"device_hash": "bd69c283910967990a0c50d3f675a35d74eb4dee",
"user_agent": "Mozilla/5.0 (Android 2.3; Mobile; rv:51.0) Gecko/51.0 Firefox/51.0",
"session_id": "f28503c9-b438-464c-8982-4cce6f20a819",
"risk_score": 49.48,
"confidence": 0.49
}
| null | null | null | null | null |
Cross-tenant access detected
|
Cloud crypto_mining in AWS by jonathan28 Cross-tenant access detected
|
crypto_mining
| null | null |
jonathan28
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-9d7e7a1b
|
17d6a331-2ca4-4d45-9e4c-5c843a7fc610
| 2025-04-29T05:39:10
|
cloud
|
Carbon Black v7.8.0
|
critical
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in GCP by sheaallison No additional info
|
{
"geo_location": "Ukraine",
"device_hash": "01a7c77dd534d95fae0b5127e7755d7c249c294f2267877df51b91327f5da6b9",
"user_agent": "Opera/8.70.(X11; Linux x86_64; ln-CD) Presto/2.9.184 Version/10.00",
"session_id": "0244a421-ece3-4517-9155-a9ff227aa892",
"risk_score": 51.36,
"confidence": 0.43
}
| null | null | null | null | null |
No additional info
|
Cloud config_change in GCP by sheaallison No additional info
|
config_change
| null | null |
sheaallison
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-4d580051
|
3a56a6d1-01e7-4b95-b673-066cb8d9e5f9
| 2025-05-23T08:48:26
|
firewall
|
Elastic SIEM v8.9.0
|
high
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|high| desc=Firewall drop UDP traffic from 16.107.222.84:198 to 46.187.202.207:62424 No additional info
|
{
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "36daf5cefd9ba5cd97ad7f6a598a452f",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/36.0.878.0 Safari/533.1",
"session_id": "5fc19ba6-25d2-4373-a46d-934b0eb51894",
"risk_score": 43.6,
"confidence": 0.06
}
|
16.107.222.84
|
46.187.202.207
| null | null | null |
No additional info
|
Firewall drop UDP traffic from 16.107.222.84:198 to 46.187.202.207:62424 No additional info
|
drop
| 5,026
|
UDP
| null | null | null | null | null | null | null | null | 198
| 62,424
| 1,942
| null | null | null | null | null | null | null |
94708354-556f-49f8-a388-1042be6f00f7
| 2025-05-23T09:33:31
|
ids_alert
|
Snort v2.9.20
|
emergency
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|emergency| desc=Snort Alert: ICS Attack detected from 167.76.187.65 targeting N/A MITRE Technique: T1053.005
|
{
"geo_location": "Uruguay",
"device_hash": "d367b02ff246b5d89d8e0cc52f942d86b71d267ee585a4e5f0871f1d495b2904",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_4 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/15.8j3994.0 Mobile/06B931 Safari/535.0",
"session_id": "824683e5-02ef-4690-92a3-32f848e92160",
"risk_score": 85.58,
"confidence": 0.03
}
|
167.76.187.65
|
N/A
|
ICS Attack
|
SIG-4978
|
Malware
|
MITRE Technique: T1053.005
|
Snort Alert: ICS Attack detected from 167.76.187.65 targeting N/A MITRE Technique: T1053.005
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
68513a1d-cf63-45a5-bdf1-2ee56b70e2c4
| 2025-05-30T14:46:10
|
iot
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|info| desc=IoT device HVAC protocol_violation No additional info
|
{
"geo_location": "Jersey",
"device_hash": "a6a1ecf0f9eb7a8ea27f103165a0e23b36db3499a1c193501f88039740ab7355",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/2017-05-26 11:08:27 Firefox/4.0",
"session_id": "7958cea9-f4da-4dc8-8c38-bd398434d938",
"risk_score": 69.18,
"confidence": 0.85
}
| null | null | null | null | null |
No additional info
|
IoT device HVAC protocol_violation No additional info
|
protocol_violation
| null | null | null | null | null | null | null |
HVAC
|
iot-1d1fd910
|
3.9
| null | null | null | null | null | null | null | null | null | null |
25f2a363-8b1a-4829-9f28-d9ac05ee8289
| 2025-05-13T03:38:28
|
network
|
CrowdStrike v6.45.0
|
medium
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|medium| desc=Network connection from 139.103.37.25 to 10.87.95.137 Unconventional IOC: Bios timestamp anomalies
|
{
"geo_location": "India",
"device_hash": "ed6ec759bfcfd43eca9702146088932f",
"user_agent": "Opera/9.93.(Windows NT 6.1; ar-KW) Presto/2.9.176 Version/11.00",
"session_id": "513da5c4-e766-44e0-aa86-66d5577bb0eb",
"risk_score": 38.5,
"confidence": 0.94
}
|
139.103.37.25
|
10.87.95.137
| null | null | null |
Unconventional IOC: Bios timestamp anomalies
|
Network connection from 139.103.37.25 to 10.87.95.137 Unconventional IOC: Bios timestamp anomalies
|
connection
| 112,295
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
20a0a8f5-f89a-45b8-b1d9-0b59c938b955
| 2025-02-09T10:02:43
|
cloud
|
ArcSight v7.4.0
|
critical
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in GCP by zstanton No additional info
|
{
"geo_location": "Denmark",
"device_hash": "c867e23c12557289de26dd699a31f70af6ada7d9c76e037af44c66bc3b2b698f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.1; Trident/3.1)",
"session_id": "88b36291-49cc-48ad-9d8a-b1e8066e076a",
"risk_score": 34.86,
"confidence": 0.85
}
| null | null | null | null | null |
No additional info
|
Cloud api_abuse in GCP by zstanton No additional info
|
api_abuse
| null | null |
zstanton
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-b6785177
|
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