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
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
416b39a9-444f-4695-b496-9589e636145f
| 2025-06-09T02:53:49
|
cloud
|
Wazuh v4.5.0
|
info
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in GCP by icamacho MITRE Technique: T1134.001
|
{
"geo_location": "Kenya",
"device_hash": "b6a9428947c522dd83c994fd0d8d4977",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows CE; Trident/4.1)",
"session_id": "a14c0c3c-0953-43be-b1d9-474bbe733b42",
"risk_score": 86.67,
"confidence": 0.62
}
| null | null | null | null | null |
MITRE Technique: T1134.001
|
Cloud crypto_mining in GCP by icamacho MITRE Technique: T1134.001
|
crypto_mining
| null | null |
icamacho
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-4d2909cd
|
41e6a6ac-b9a8-4609-acd7-3a47c0c3360c
| 2025-03-22T07:30:24
|
network
|
Trellix v10.7.0
|
critical
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|critical| desc=Network latency_spike from 104.33.236.174 to 38.203.221.13 MITRE Technique: T1566.001 noise=08D7FB15
|
{
"geo_location": "China",
"device_hash": "96d4bccf04e66eff161f14e971a1fd7bb953ed51",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) CriOS/57.0.852.0 Mobile/50Q402 Safari/531.2",
"session_id": "f50bed51-26a2-44f7-a3f9-157c1f15a7bc",
"risk_score": 21.92,
"confidence": 0.03
}
|
104.33.236.174
|
38.203.221.13
| null | null | null |
MITRE Technique: T1566.001
|
Network latency_spike from 104.33.236.174 to 38.203.221.13 MITRE Technique: T1566.001
|
latency_spike
| 854,507
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b33b5a6c-5ca3-4d18-83f1-bb57ca2ce481
| 2025-03-03T16:39:01
|
ai
|
Elastic SIEM v8.9.0
|
low
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|low| desc=AI system api_abuse by pcurry No additional info noise=list/categories
|
{
"geo_location": "Estonia",
"device_hash": "40486eb170da35d4387e7eebff5334044db6d958d1ed5a3de8fd32c28496ab9c",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 10_3_4 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) FxiOS/12.0h5485.0 Mobile/68M276 Safari/534.0",
"session_id": "b9512472-0963-4296-981f-afd8fd3b5f3e",
"risk_score": 53.16,
"confidence": 0.76
}
| null | null | null | null | null |
No additional info
|
AI system api_abuse by pcurry No additional info
|
api_abuse
| null | null |
pcurry
| null | null | null | null | null | null | null | null | null | null | null | null |
model-478c66d4
|
35f1cd182a7c9c4c571938dcfb9eae1f
|
66c67d40b47c9f7c18f51a7c72139f08242f898e3eaa76cbb4d4edef643165bb
| null | null |
ae21a23b-994c-49bf-a141-a788d345dbb3
| 2025-04-05T03:44:46
|
firewall
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall deny SSH traffic from 62.246.240.211:482 to 161.107.95.209:19 Associated Threat Actor: FIN7 noise=QnVpbGRpbmcu
|
{
"geo_location": "Colombia",
"device_hash": "b645afd073d8d7c4beb443462a9e9bca4283f63d2bb269d4f188e9ffe893a5fb",
"user_agent": "Opera/8.40.(Windows 98; Win 9x 4.90; iu-CA) Presto/2.9.189 Version/12.00",
"session_id": "dde8a92c-08ee-4042-891b-6442b9bc3cd2",
"risk_score": 46.77,
"confidence": 0.56
}
|
62.246.240.211
|
161.107.95.209
| null | null | null |
Associated Threat Actor: FIN7
|
Firewall deny SSH traffic from 62.246.240.211:482 to 161.107.95.209:19 Associated Threat Actor: FIN7
|
deny
| 282,572
|
SSH
| null | null | null | null | null | null | null | null | 482
| 19
| 1,981
| null | null | null | null | null | null | null |
9f4a0a6b-db57-4b97-8c77-3a42492a2b75
| 2025-02-16T21:51:12
|
firewall
|
Zeek v5.0.0
|
high
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|high| desc=Firewall deny NTP traffic from 178.1.101.140:825 to 52.219.91.254:238 No additional info
|
{
"geo_location": "South Africa",
"device_hash": "be30e58305419c88ba4345b3e6dd6f85",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 11.0; Trident/4.0)",
"session_id": "eedbecda-d795-4293-9230-560883fc8830",
"risk_score": 50.44,
"confidence": 0.24
}
|
178.1.101.140
|
52.219.91.254
| null | null | null |
No additional info
|
Firewall deny NTP traffic from 178.1.101.140:825 to 52.219.91.254:238 No additional info
|
deny
| 425,709
|
NTP
| null | null | null | null |
{
"baseline_deviation": 2.56,
"entropy": 7.94,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | 825
| 238
| 443
| null | null | null | null | null | null | null |
063a7357-e770-4d32-bd7d-1ddbe6fd58c9
| 2025-07-01T20:45:05
|
ai
|
Microsoft Sentinel v1.0.0
|
low
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|low| desc=AI system model_inversion by amberlloyd No additional info noise=main/app
|
{
"geo_location": "Bhutan",
"device_hash": "608b9c1b3120885b1773d36a6b9ae7cc6749592fdaca00048cf516b9bb244de3",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/53.0.811.0 Safari/532.0",
"session_id": "4f571a66-180e-413b-a655-9656545ec118",
"risk_score": 98.48,
"confidence": 0.61
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by amberlloyd No additional info
|
model_inversion
| null | null |
amberlloyd
| null | null | null |
{
"baseline_deviation": 1.53,
"entropy": 4.21,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null |
model-b58569dd
|
d113fddb5c2a18ca3518d20f748116fc
|
904e60ce6f0da5675257bba4dfddddc6
| null | null |
24bad288-f097-4e2a-9451-37d2d7178901
| 2025-05-22T20:42:31
|
ai
|
Tanium v7.4.0
|
high
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|high| desc=AI system model_access by phillipwilliams Associated Threat Actor: APT35 noise=posts/wp-content
|
{
"geo_location": "Netherlands Antilles",
"device_hash": "67ce31fabb8f4af78a22d998c282180e",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_8; rv:1.9.5.20) Gecko/9699-04-21 01:41:18 Firefox/3.6.18",
"session_id": "c00abaac-886e-40b2-b9e7-10fb8c69e58e",
"risk_score": 40.32,
"confidence": 0.36
}
| null | null | null | null | null |
Associated Threat Actor: APT35
|
AI system model_access by phillipwilliams Associated Threat Actor: APT35
|
model_access
| null | null |
phillipwilliams
| null | null | null | null | null | null | null | null | null | null | null | null |
model-b604e803
|
9a39a5324c48ff183a6d94d952bf0965c9e40082f007645300a3b26d67c30c5f
|
bfd99763241881c93911401dfe465c4ea27705c63655a91363a282831b2e6319
| null | null |
9ec2ec89-4467-4586-8f32-5fc47cec35e6
| 2025-04-24T02:16:20
|
auth
|
Splunk v9.0.2
|
medium
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|medium| desc=Auth success for ybrewer via SAML from 41.23.120.246 No additional info
|
{
"geo_location": "Iran",
"device_hash": "5082485cd2630fdb43495725ba9f74eef2668afbf0932dcd6ad1be3a63d94c80",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_9) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/30.0.824.0 Safari/532.1",
"session_id": "aadb674a-6398-4641-a330-f13bd2d6e4bb",
"risk_score": 57.36,
"confidence": 0.58
}
|
41.23.120.246
| null | null | null | null |
No additional info
|
Auth success for ybrewer via SAML from 41.23.120.246 No additional info
|
success
| null | null |
ybrewer
| null | null | null | null | null | null | null | null | null | null |
SAML
|
f6:50:02:9d:ac:ad
| null | null | null | null | null |
bdd9fd72-f654-4715-aab8-23423ec25467
| 2025-03-29T10:48:15
|
network
|
CrowdStrike v6.45.0
|
medium
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|medium| desc=Network data_exfiltration from 10.70.76.207 to 214.239.92.252 No additional info
|
{
"geo_location": "Armenia",
"device_hash": "1769fcc11b83b7ebadbdb947a19f1236",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.2; Trident/4.0)",
"session_id": "1098a990-3435-470a-8eb6-2f78c7757d16",
"risk_score": 15.22,
"confidence": 0.43
}
|
10.70.76.207
|
214.239.92.252
| null | null | null |
No additional info
|
Network data_exfiltration from 10.70.76.207 to 214.239.92.252 No additional info
|
data_exfiltration
| 667,924
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1a2cf2c1-148c-4371-b76d-faa380b76c75
| 2025-04-09T04:10:25
|
ai
|
Palo Alto Cortex v3.0.0
|
info
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|info| desc=AI system training_data_poisoning by robin30 MITRE Technique: T1574.002
|
{
"geo_location": "Vanuatu",
"device_hash": "1b80c1c8b9729cb6064e4243e9b2a6cf",
"user_agent": "Mozilla/5.0 (Linux; Android 9) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/18.0.855.0 Safari/534.2",
"session_id": "0e384584-0263-4d90-9f09-36d557085561",
"risk_score": 83.6,
"confidence": 0.86
}
| null | null | null | null | null |
MITRE Technique: T1574.002
|
AI system training_data_poisoning by robin30 MITRE Technique: T1574.002
|
training_data_poisoning
| null | null |
robin30
| null | null | null |
{
"baseline_deviation": 2.69,
"entropy": 2.53,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null |
model-7bc76e7a
|
b155dd8c3da30a0c7b53ec6f58889367
|
2687f51dd4c42535fb3b341449c08510
| null | null |
3de71c13-40af-4d75-82de-c44226611cc9
| 2025-02-07T21:39:17
|
network
|
CrowdStrike v6.45.0
|
info
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 10.98.84.91 to 13.203.175.99 MITRE Technique: T1204.002 | Associated Threat Actor: BlueNoroff
|
{
"geo_location": "Malta",
"device_hash": "92eee84dd240925954a8bd3435301b1b",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; niu-NU) AppleWebKit/534.49.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6534.49.3",
"session_id": "c3b5d064-b26e-4f7b-9844-ccec24931ae3",
"risk_score": 45.09,
"confidence": 0.38
}
|
10.98.84.91
|
13.203.175.99
| null | null | null |
MITRE Technique: T1204.002 | Associated Threat Actor: BlueNoroff
|
Network protocol_anomaly from 10.98.84.91 to 13.203.175.99 MITRE Technique: T1204.002 | Associated Threat Actor: BlueNoroff
|
protocol_anomaly
| 981,862
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7007e85c-e6d5-4d3b-8211-0ba7f6af24f1
| 2025-03-29T08:32:15
|
network
|
AlienVault v5.7.0
|
low
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 10.23.112.92 to 219.136.251.246 MITRE Technique: T1059.001 noise=E1E8FA06
|
{
"geo_location": "Botswana",
"device_hash": "12032f3e7913d2646fe527c6fa78ddb4f7866dd0",
"user_agent": "Mozilla/5.0 (Android 13; Mobile; rv:18.0) Gecko/18.0 Firefox/18.0",
"session_id": "93e35d40-b4e3-4aea-afe1-e7c5a19e2b32",
"risk_score": 74.91,
"confidence": 0.91
}
|
10.23.112.92
|
219.136.251.246
| null | null | null |
MITRE Technique: T1059.001
|
Network latency_spike from 10.23.112.92 to 219.136.251.246 MITRE Technique: T1059.001
|
latency_spike
| 688,080
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
059e07bc-b5c6-4a7f-89f4-60bbbd9c964a
| 2025-05-20T12:28:29
|
auth
|
Splunk v9.0.2
|
low
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|low| desc=Auth failed for michael20 via key from 167.47.117.102 No additional info
|
{
"geo_location": "Vanuatu",
"device_hash": "d0afa0294e41c835ffa0e027ee97fd3092b6e09fb36f8072f263f9c6ab2868be",
"user_agent": "Opera/8.24.(X11; Linux x86_64; quz-PE) Presto/2.9.173 Version/11.00",
"session_id": "eea07198-9964-4e52-8f18-961b87f20f06",
"risk_score": 78.51,
"confidence": 0.86
}
|
167.47.117.102
| null | null | null | null |
No additional info
|
Auth failed for michael20 via key from 167.47.117.102 No additional info
|
failed
| null | null |
michael20
| null | null | null | null | null | null | null | null | null | null |
key
|
9f:bc:2f:6a:fb:84
| null | null | null | null | null |
6df5f934-8fac-4e72-819f-640353810936
| 2025-04-21T22:23:35
|
firewall
|
Tanium v7.4.0
|
medium
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow TCP traffic from 173.239.59.3:477 to 44.126.230.220:913 No additional info
|
{
"geo_location": "Central African Republic",
"device_hash": "e3c4a8edbf1d0e31a33c84442033cc9a",
"user_agent": "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/55.0.879.0 Safari/534.1",
"session_id": "078fd39c-0eda-4203-8a55-9cf3fd767edf",
"risk_score": 23.4,
"confidence": 0.56
}
|
173.239.59.3
|
44.126.230.220
| null | null | null |
No additional info
|
Firewall allow TCP traffic from 173.239.59.3:477 to 44.126.230.220:913 No additional info
|
allow
| 4,940
|
TCP
| null | null | null | null | null | null | null | null | 477
| 913
| 3,257
| null | null | null | null | null | null | null |
72e03e9d-ce1a-42fa-b875-f307b1ee6596
| 2025-03-20T13:28:39
|
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: Supply Chain Compromise detected from 58.16.233.116 targeting 97.166.16.74 MITRE Technique: T1566.001
|
{
"geo_location": "Sierra Leone",
"device_hash": "c0b763913e372725c9686864f04cdbcb1f479b33",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/5.1)",
"session_id": "d3ea4c78-6edc-42a5-8fcf-aa24dc7fbdb7",
"risk_score": 27.09,
"confidence": 0.74
}
|
58.16.233.116
|
97.166.16.74
|
Supply Chain Compromise
|
SIG-4205
|
Policy
|
MITRE Technique: T1566.001
|
FireEye HX Alert: Supply Chain Compromise detected from 58.16.233.116 targeting 97.166.16.74 MITRE Technique: T1566.001
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0bdd7f5d-7922-46ff-ba9e-7ecf16c9d321
| 2025-05-22T04:10:49
|
firewall
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall deny SMB traffic from 19.100.224.221:974 to 193.111.227.111:762 MITRE Technique: T1190
|
{
"geo_location": "Iran",
"device_hash": "755edead32ce8e2d6c97f1b32beb42a5",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_9 rv:3.0; yi-US) AppleWebKit/535.37.6 (KHTML, like Gecko) Version/5.0.1 Safari/535.37.6",
"session_id": "21ce4737-8193-41e7-b91c-ef50644a5207",
"risk_score": 36.76,
"confidence": 0.27
}
|
19.100.224.221
|
193.111.227.111
| null | null | null |
MITRE Technique: T1190
|
Firewall deny SMB traffic from 19.100.224.221:974 to 193.111.227.111:762 MITRE Technique: T1190
|
deny
| 752,839
|
SMB
| null | null | null | null | null | null | null | null | 974
| 762
| 1,731
| null | null | null | null | null | null | null |
4cbba5b0-1467-4cf6-bc98-bd62fb98fe22
| 2025-02-04T22:17:35
|
endpoint
|
Microsoft Sentinel v1.0.0
|
high
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access benefit by sfox No additional info
|
{
"geo_location": "Sierra Leone",
"device_hash": "eb216b1821d3ad2cd1174b6e54fdf73a0e749dfda31f0edfedd838e7cfe18dc6",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/531.11.6 (KHTML, like Gecko) Version/4.0.3 Safari/531.11.6",
"session_id": "cbd55775-ce5c-4fad-a2d5-6a1aa803ebd0",
"risk_score": 61.36,
"confidence": 0.22
}
| null | null | null | null | null |
No additional info
|
Endpoint file_access benefit by sfox No additional info
|
file_access
| null | null |
sfox
|
benefit
| 5,085
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3b0a88fa-ecdf-4e19-bd40-02f876a8dbb6
| 2025-06-27T23:10:44
|
firewall
|
Wazuh v4.5.0
|
critical
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall drop TCP traffic from 39.146.199.223:33084 to 37.83.119.173:739 Associated Threat Actor: Kimsuky
|
{
"geo_location": "Seychelles",
"device_hash": "b8d5b5f5f820d254f5587ce39a35a2228a3090b8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/5.1)",
"session_id": "32caa936-06d1-4e96-bfe5-30aee764d27a",
"risk_score": 8.4,
"confidence": 0.94
}
|
39.146.199.223
|
37.83.119.173
| null | null | null |
Associated Threat Actor: Kimsuky
|
Firewall drop TCP traffic from 39.146.199.223:33084 to 37.83.119.173:739 Associated Threat Actor: Kimsuky
|
drop
| 590,259
|
TCP
| null | null | null | null | null | null | null | null | 33,084
| 739
| 2,736
| null | null | null | null | null | null | null |
ae83b80b-338f-40b4-8d52-3d69bc939295
| 2025-06-13T07:30:34
|
ids_alert
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|medium| desc=Trellix Alert: SQL Injection detected from 192.225.144.110 targeting 42.98.70.11 MITRE Technique: T1574.002 noise=market|that|but
|
{
"geo_location": "Lesotho",
"device_hash": "636599d38ecfab34405b417bf31605b8",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/39.0.865.0 Safari/536.1",
"session_id": "3be90a9b-e140-43f4-9b81-46c342a90083",
"risk_score": 27.49,
"confidence": 0.41
}
|
192.225.144.110
|
42.98.70.11
|
SQL Injection
|
SIG-2045
|
Malware
|
MITRE Technique: T1574.002
|
Trellix Alert: SQL Injection detected from 192.225.144.110 targeting 42.98.70.11 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 |
922be8da-f6d1-4f4c-958b-1fb0ee36bca5
| 2025-03-29T16:26:41
|
firewall
|
Zeek v5.0.0
|
critical
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny ICMP traffic from 41.53.22.138:30 to 146.231.186.70:341 MITRE Technique: T1059.001 noise=C78AFFF8
|
{
"geo_location": "Malta",
"device_hash": "47d56e992aed3f351d984d166aac964a8f1b1cdd",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; vi-VN) AppleWebKit/532.21.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6532.21.1",
"session_id": "e5b97d6a-ac34-42a5-97cd-870ab7465d8b",
"risk_score": 43.02,
"confidence": 0.1
}
|
41.53.22.138
|
146.231.186.70
| null | null | null |
MITRE Technique: T1059.001
|
Firewall deny ICMP traffic from 41.53.22.138:30 to 146.231.186.70:341 MITRE Technique: T1059.001
|
deny
| 682,735
|
ICMP
| null | null | null | null | null | null | null | null | 30
| 341
| 1,254
| null | null | null | null | null | null | null |
aee6e44e-f537-48e9-bc22-e742fa9323b3
| 2025-03-12T06:30:15
|
iot
|
ArcSight v7.4.0
|
medium
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC side_channel No additional info noise=RG9nIHdyaXRlLg==
|
{
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "97a67ec2b90412baa32f613792be59c4aef5e2ed",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.0; Trident/4.1)",
"session_id": "7c6a22e8-dfff-4759-9f8b-67af4804c084",
"risk_score": 50.38,
"confidence": 0.79
}
| null | null | null | null | null |
No additional info
|
IoT device HVAC side_channel No additional info
|
side_channel
| null | null | null | null | null | null | null |
HVAC
|
iot-c10b91c9
|
6.3
| null | null | null | null | null | null | null | null | null | null |
630e0d33-a7dc-460c-a1e0-fc89490b1a5e
| 2025-01-14T23:54:59
|
firewall
|
Trellix v10.7.0
|
info
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|info| desc=Firewall allow UDP traffic from 45.15.75.234:747 to 123.169.94.134:213 Associated Threat Actor: APT38 | Geo anomaly: Impossible travel detected noise=RWxlY3Rpb24u
|
{
"geo_location": "Mauritania",
"device_hash": "8bddf5c424cacc5f6c88b29fa6fd06c80ae2ff98",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 95; Trident/4.1)",
"session_id": "c4a79afa-7bc4-4389-b3a5-25913cede409",
"risk_score": 63.52,
"confidence": 0.6
}
|
45.15.75.234
|
123.169.94.134
| null | null | null |
Associated Threat Actor: APT38 | Geo anomaly: Impossible travel detected
|
Firewall allow UDP traffic from 45.15.75.234:747 to 123.169.94.134:213 Associated Threat Actor: APT38 | Geo anomaly: Impossible travel detected
|
allow
| 145,832
|
UDP
| null | null | null | null | null | null | null | null | 747
| 213
| 1,950
| null | null | null | null | null | null | null |
a4ee8ecc-0f75-4c4e-a27f-f115a1b01dae
| 2025-02-09T17:29:32
|
ids_alert
|
Palo Alto Cortex v3.0.0
|
emergency
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Palo Alto Cortex Alert: DNS Tunneling detected from 193.20.50.62 targeting 20.120.188.17 MITRE Technique: T1486
|
{
"geo_location": "Aruba",
"device_hash": "28d1a5536d2b2098684cd9a66ea8211d",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_7 rv:5.0; ber-DZ) AppleWebKit/531.21.7 (KHTML, like Gecko) Version/5.0.4 Safari/531.21.7",
"session_id": "75e31aad-226d-456d-8962-41b5d03f8e9a",
"risk_score": 27.27,
"confidence": 0.39
}
|
193.20.50.62
|
20.120.188.17
|
DNS Tunneling
|
SIG-7448
|
Malware
|
MITRE Technique: T1486
|
Palo Alto Cortex Alert: DNS Tunneling detected from 193.20.50.62 targeting 20.120.188.17 MITRE Technique: T1486
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b3c394a9-ce5b-4e12-b45a-3655001edbd7
| 2025-03-31T16:30:31
|
cloud
|
LogRhythm v7.5.0
|
critical
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in Azure by donald26 No additional info noise=why|still|off
|
{
"geo_location": "China",
"device_hash": "87b0f192c1ffb096e8fd23ed52cbc9c3",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/531.21.1 (KHTML, like Gecko) Version/4.0.1 Safari/531.21.1",
"session_id": "58478054-12b0-4962-8e47-dda4baa83cbe",
"risk_score": 46.17,
"confidence": 0.61
}
| null | null | null | null | null |
No additional info
|
Cloud config_change in Azure by donald26 No additional info
|
config_change
| null | null |
donald26
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-c389b3db
|
a56626a2-68c7-4866-8138-feea366cee38
| 2025-04-06T09:03:03
|
auth
|
Splunk v9.0.2
|
high
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|high| desc=Auth bypass for timothy96 via MFA from 10.97.220.229 MITRE Technique: T1071.001
|
{
"geo_location": "Wallis and Futuna",
"device_hash": "0c4537c5b7efd1387c979dec1b942de6dfa706bca6a8940f4fd481dcb24ddc41",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_8; rv:1.9.6.20) Gecko/6622-08-04 07:10:03 Firefox/6.0",
"session_id": "8420b3cd-dab9-4f2d-8c93-d8d98632132b",
"risk_score": 69.14,
"confidence": 0.45
}
|
10.97.220.229
| null | null | null | null |
MITRE Technique: T1071.001
|
Auth bypass for timothy96 via MFA from 10.97.220.229 MITRE Technique: T1071.001
|
bypass
| null | null |
timothy96
| null | null | null | null | null | null | null | null | null | null |
MFA
|
59:a7:16:8a:8c:c0
| null | null | null | null | null |
02d383d4-9ceb-4879-9fde-719f9c02edb6
| 2025-02-26T04:59:35
|
ai
|
CrowdStrike v6.45.0
|
info
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|info| desc=AI system fine_tuning by qescobar No additional info
|
{
"geo_location": "Vanuatu",
"device_hash": "cba9b86ad440599d2999b724a2cb7f82a6097a66aadd89753b995fda90c7b190",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 3_2_2 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) CriOS/32.0.870.0 Mobile/01R300 Safari/536.1",
"session_id": "ee088d78-96e5-4a79-bca9-2556be7c7f9b",
"risk_score": 51.11,
"confidence": 0.17
}
| null | null | null | null | null |
No additional info
|
AI system fine_tuning by qescobar No additional info
|
fine_tuning
| null | null |
qescobar
| null | null | null | null | null | null | null | null | null | null | null | null |
model-60725e51
|
74c37d33e5ec9950f38ce0d31026179542c4ffa7
|
86a47e726aefe6abf6e62ac3bef3825357eb7856ac0a97ad43bafcef02c672a9
| null | null |
60477ba3-0054-4b71-b7aa-54c5ab049511
| 2025-06-30T04:01:29
|
cloud
|
Vectra AI v5.0.0
|
info
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|info| desc=Cloud storage_access in Azure by ryanholmes Unconventional IOC: Bios timestamp anomalies
|
{
"geo_location": "Mongolia",
"device_hash": "2f20b918814cd720663bba882d30aa05e448f1a40741d1e09f2911bf03ddd1e1",
"user_agent": "Mozilla/5.0 (Android 2.1; Mobile; rv:35.0) Gecko/35.0 Firefox/35.0",
"session_id": "36d2a237-3789-4df6-acbf-746b2b75e949",
"risk_score": 39.83,
"confidence": 0.93
}
| null | null | null | null | null |
Unconventional IOC: Bios timestamp anomalies
|
Cloud storage_access in Azure by ryanholmes Unconventional IOC: Bios timestamp anomalies
|
storage_access
| null | null |
ryanholmes
| null | null | null |
{
"baseline_deviation": 1.91,
"entropy": 2.94,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-3a6e6661
|
58f62e52-5a2d-46f2-a763-6b429a0bbb8f
| 2025-05-12T21:05:17
|
firewall
|
FireEye HX v4.5.0
|
high
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|high| desc=Firewall deny HTTPS traffic from 79.197.75.5:212 to 97.67.187.214:36912 MITRE Technique: T1059.005 | Unconventional IOC: TPM attestation failures
|
{
"geo_location": "Colombia",
"device_hash": "9b1da5e8a65ab3c9be6571b2ea76a943",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_2) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/40.0.815.0 Safari/533.1",
"session_id": "d2ed6f9c-0fba-4e7f-866d-5f99ef87fc2e",
"risk_score": 66.69,
"confidence": 0.99
}
|
79.197.75.5
|
97.67.187.214
| null | null | null |
MITRE Technique: T1059.005 | Unconventional IOC: TPM attestation failures
|
Firewall deny HTTPS traffic from 79.197.75.5:212 to 97.67.187.214:36912 MITRE Technique: T1059.005 | Unconventional IOC: TPM attestation failures
|
deny
| 470,776
|
HTTPS
| null | null | null | null | null | null | null | null | 212
| 36,912
| 3,161
| null | null | null | null | null | null | null |
7c3b3896-1f30-4b4d-b940-ec61b6a8f810
| 2025-04-23T07:54:28
|
iot
|
Microsoft Sentinel v1.0.0
|
low
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|low| desc=IoT device Camera battery_drain No additional info
|
{
"geo_location": "Chile",
"device_hash": "f127f0fbd3fd51cef56722c4350918a8ddaa432242467ac83e4f292e99d2ee8d",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; kn-IN; rv:1.9.1.20) Gecko/9570-09-09 08:53:40 Firefox/13.0",
"session_id": "7c0b4c6f-5300-4f0a-a6cb-d1817418679f",
"risk_score": 64.85,
"confidence": 0.29
}
| null | null | null | null | null |
No additional info
|
IoT device Camera battery_drain No additional info
|
battery_drain
| null | null | null | null | null | null | null |
Camera
|
iot-ff1133da
|
10.1
| null | null | null | null | null | null | null | null | null | null |
66b9676b-935a-491a-bc11-46485debda7f
| 2025-05-16T19:42:48
|
ids_alert
|
FireEye HX v4.5.0
|
low
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|low| desc=FireEye HX Alert: Credential Stuffing detected from 171.151.46.178 targeting 188.16.238.174 No additional info
|
{
"geo_location": "Greenland",
"device_hash": "155a70d994a7e4be45b49afc718d6da1",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 1_1_5 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) CriOS/62.0.813.0 Mobile/73R113 Safari/531.2",
"session_id": "3721584f-609c-456b-9729-3bee9aa15285",
"risk_score": 54.37,
"confidence": 0.92
}
|
171.151.46.178
|
188.16.238.174
|
Credential Stuffing
|
SIG-4646
|
Recon
|
No additional info
|
FireEye HX Alert: Credential Stuffing detected from 171.151.46.178 targeting 188.16.238.174 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9d9cf24d-519f-431a-b585-9fc2162d1ef8
| 2025-05-30T13:14:59
|
auth
|
Elastic SIEM v8.9.0
|
high
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|high| desc=Auth locked for rosekyle via passwordless from 146.237.188.71 MITRE Technique: T1547.001
|
{
"geo_location": "Turkey",
"device_hash": "5309b353e9b40ace66d2a76dbf97fb37c91858f8f1935e2daf02e905eca971a7",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/535.13.6 (KHTML, like Gecko) Version/5.0.1 Safari/535.13.6",
"session_id": "6fd120d6-e1d9-41f2-bfea-c4c41316cbe8",
"risk_score": 58.14,
"confidence": 0.17
}
|
146.237.188.71
| null | null | null | null |
MITRE Technique: T1547.001
|
Auth locked for rosekyle via passwordless from 146.237.188.71 MITRE Technique: T1547.001
|
locked
| null | null |
rosekyle
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
0e:38:65:14:16:78
| null | null | null | null | null |
81cd8dd5-349a-4da6-87df-123e684a0361
| 2025-03-22T17:52:19
|
cloud
|
Palo Alto Cortex v3.0.0
|
high
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|high| desc=Cloud lambda_execution in AWS by larry23 No additional info
|
{
"geo_location": "Finland",
"device_hash": "1c177358a483fd7fb8028b6dd07d4f21f356ef4892672186267252e1f62bb82a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Win 9x 4.90; Trident/3.0)",
"session_id": "2e26cc58-b186-4ec3-a8cb-be17d0822f0a",
"risk_score": 31.72,
"confidence": 0.55
}
| null | null | null | null | null |
No additional info
|
Cloud lambda_execution in AWS by larry23 No additional info
|
lambda_execution
| null | null |
larry23
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-3b4990d7
|
fd86c1e0-0384-4758-80ab-ee3efdf483c3
| 2025-06-23T09:54:21
|
iot
|
Palo Alto Cortex v3.0.0
|
high
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat command_injection MITRE Technique: T1574.002
|
{
"geo_location": "Palau",
"device_hash": "493c1dc9713b337e697a638ad86b66c22ba7b359f86f013fadb6020a1acf110b",
"user_agent": "Opera/8.65.(X11; Linux i686; raj-IN) Presto/2.9.177 Version/11.00",
"session_id": "4a6e50ac-5cb4-4f55-8653-f4e00c745701",
"risk_score": 22.63,
"confidence": 0.12
}
| null | null | null | null | null |
MITRE Technique: T1574.002
|
IoT device Thermostat command_injection MITRE Technique: T1574.002
|
command_injection
| null | null | null | null | null | null | null |
Thermostat
|
iot-69612b1c
|
6.8
| null | null | null | null | null | null | null | null | null | null |
003c86c8-90d0-4b79-97ef-dc0e0e48aecb
| 2025-05-07T11:22:22
|
network
|
Suricata v6.0.10
|
critical
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|critical| desc=Network connection from 43.230.154.78 to 113.249.255.175 No additional info noise=box|management|remain
|
{
"geo_location": "Lao People's Democratic Republic",
"device_hash": "ae9c3004bc477f6483eb132270703134ef57e051315d6a303a2fb3d6d001e666",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/3.1)",
"session_id": "e26e9b8b-e903-4d96-8337-9552923ba1f7",
"risk_score": 43.28,
"confidence": 0.06
}
|
43.230.154.78
|
113.249.255.175
| null | null | null |
No additional info
|
Network connection from 43.230.154.78 to 113.249.255.175 No additional info
|
connection
| 282,105
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3a304d16-01e1-4a41-9486-9d0e614741d3
| 2025-06-29T19:05:00
|
firewall
|
Wazuh v4.5.0
|
low
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall deny UDP traffic from 10.29.178.222:396 to 191.193.64.205:309 MITRE Technique: T1204.002 | Unconventional IOC: Unusual DNS TXT records
|
{
"geo_location": "Greenland",
"device_hash": "7c1c748d519afb6930989731c640605df37e0cbb02d1ae4bc12aba07642eae65",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows CE; Trident/4.1)",
"session_id": "9d1f3cb1-bdfe-4997-9b8a-2ce75cd6b7ae",
"risk_score": 45.67,
"confidence": 0.97
}
|
10.29.178.222
|
191.193.64.205
| null | null | null |
MITRE Technique: T1204.002 | Unconventional IOC: Unusual DNS TXT records
|
Firewall deny UDP traffic from 10.29.178.222:396 to 191.193.64.205:309 MITRE Technique: T1204.002 | Unconventional IOC: Unusual DNS TXT records
|
deny
| 719,953
|
UDP
| null | null | null | null | null | null | null | null | 396
| 309
| 510
| null | null | null | null | null | null | null |
cf5bc5ee-5c78-495b-9c32-a76d9c3df850
| 2025-02-26T08:28:53
|
ai
|
Darktrace v6.0.0
|
info
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|info| desc=AI system api_abuse by hayesjulie MITRE Technique: T1204.002
|
{
"geo_location": "Oman",
"device_hash": "edfc41eb1db762e2e84b53b9ce02dcba2589883e674351101a997fe9a35a687f",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_3 rv:6.0; ga-IE) AppleWebKit/533.12.3 (KHTML, like Gecko) Version/5.1 Safari/533.12.3",
"session_id": "c6a18cc8-45ef-4b93-b4c0-7133c945be57",
"risk_score": 68.33,
"confidence": 0.71
}
| null | null | null | null | null |
MITRE Technique: T1204.002
|
AI system api_abuse by hayesjulie MITRE Technique: T1204.002
|
api_abuse
| null | null |
hayesjulie
| null | null | null | null | null | null | null | null | null | null | null | null |
model-9d3bf67f
|
3874cd19cf998ea85d8232bd9e40ae46b78afd18
|
d3873e435e353bd108a753f75f02d8023d9c1ac2
| null | null |
5eb3987e-78f6-487f-afd9-93fed832e231
| 2025-05-11T06:34:21
|
auth
|
Elastic SIEM v8.9.0
|
high
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|high| desc=Auth timeout for dawnyoung via password from 55.221.118.107 No additional info noise=list/list/wp-content
|
{
"geo_location": "Costa Rica",
"device_hash": "f6d1e4514d91ca0e5bf59d3491777ba78cf0bb19",
"user_agent": "Mozilla/5.0 (Linux; Android 5.0.2) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/35.0.878.0 Safari/531.2",
"session_id": "59723ae3-771f-4e4e-970a-d63bc97d834c",
"risk_score": 32.37,
"confidence": 0.33
}
|
55.221.118.107
| null | null | null | null |
No additional info
|
Auth timeout for dawnyoung via password from 55.221.118.107 No additional info
|
timeout
| null | null |
dawnyoung
| null | null | null | null | null | null | null | null | null | null |
password
|
c6:38:14:25:68:d4
| null | null | null | null | null |
efce72ef-e84c-4aea-a1c9-a06f04ec0d8a
| 2025-03-01T20:10:41
|
endpoint
|
Trellix v10.7.0
|
info
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|info| desc=Endpoint file_access heavy by sarahfuller No additional info
|
{
"geo_location": "Equatorial Guinea",
"device_hash": "9b1ef2bd23c6592e9196f3244669d293",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/531.4.5 (KHTML, like Gecko) Version/5.0.1 Safari/531.4.5",
"session_id": "18241780-2848-41b5-9dcb-d86ae8105924",
"risk_score": 56.84,
"confidence": 0.3
}
| null | null | null | null | null |
No additional info
|
Endpoint file_access heavy by sarahfuller No additional info
|
file_access
| null | null |
sarahfuller
|
heavy
| 5,653
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
954a4326-ed4f-4e35-a649-466ad3ba8959
| 2025-05-13T21:32:53
|
endpoint
|
QRadar v7.5.0
|
medium
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_start /no/according.webm by harmonamy No additional info
|
{
"geo_location": "Palestinian Territory",
"device_hash": "1912cf7b15b7404d11e01a1477c03f4d",
"user_agent": "Opera/8.48.(Windows NT 10.0; sc-IT) Presto/2.9.173 Version/12.00",
"session_id": "6d7a284c-31a2-4b42-a660-d147a7bb7814",
"risk_score": 79.43,
"confidence": 0.5
}
| null | null | null | null | null |
No additional info
|
Endpoint process_start /no/according.webm by harmonamy No additional info
|
process_start
| null | null |
harmonamy
|
/no/according.webm
| 9,174
|
powershell.exe
|
{
"baseline_deviation": 2.65,
"entropy": 4.88,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
a10077e3-82c7-400c-86d0-207993df36ef
| 2025-07-08T16:07:59
|
cloud
|
Carbon Black v7.8.0
|
low
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|low| desc=Cloud container_escape in OCI by howardgaines No additional info
|
{
"geo_location": "Saint Martin",
"device_hash": "926bd6920634fa9c89f85f0518d90a6351fb1bd6ad98622446ce59c64dc13a1e",
"user_agent": "Mozilla/5.0 (Windows NT 11.0; mk-MK; rv:1.9.0.20) Gecko/2648-04-24 18:09:25 Firefox/5.0",
"session_id": "12ed5b33-bddb-485d-9b23-095b6dbd77b5",
"risk_score": 66.85,
"confidence": 0.48
}
| null | null | null | null | null |
No additional info
|
Cloud container_escape in OCI by howardgaines No additional info
|
container_escape
| null | null |
howardgaines
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-037eb01a
|
5fc97a53-b0fd-4271-80d8-2ee7bb18213b
| 2025-05-10T22:17:38
|
ai
|
Vectra AI v5.0.0
|
critical
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by darlenewilson MITRE Technique: T1078.004 noise=916BEC62
|
{
"geo_location": "Mayotte",
"device_hash": "635c5f9630c0f6c7ff6d81c261ffb5b9f2f7cfea",
"user_agent": "Opera/8.15.(Windows 98; csb-PL) Presto/2.9.190 Version/10.00",
"session_id": "ce82e179-bfba-4aa6-aa2a-a3d20f0363d0",
"risk_score": 29.84,
"confidence": 0.93
}
| null | null | null | null | null |
MITRE Technique: T1078.004
|
AI system fine_tuning by darlenewilson MITRE Technique: T1078.004
|
fine_tuning
| null | null |
darlenewilson
| null | null | null | null | null | null | null | null | null | null | null | null |
model-256cf65d
|
fd75c0abdcbaafde54314740ce3b0f37250537d4492e7283fbafdc2b4e42f0af
|
4535f9b5882b7ca44ca57393ed8d2a95
| null | null |
9872011e-9fca-4fdf-bf84-8c3c7a592fd3
| 2025-03-30T23:30:10
|
firewall
|
Elastic SIEM v8.9.0
|
critical
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow ICMP traffic from 162.221.46.170:669 to 97.62.136.199:502 No additional info
|
{
"geo_location": "Eritrea",
"device_hash": "084f3f811fe76e24d032f47e87024aab38339beba1e9000f87c92e20d5bdf71c",
"user_agent": "Opera/8.11.(X11; Linux x86_64; pap-CW) Presto/2.9.172 Version/12.00",
"session_id": "ebd4a62e-cffb-4bbc-a253-02ecbcb23d77",
"risk_score": 54.98,
"confidence": 0.86
}
|
162.221.46.170
|
97.62.136.199
| null | null | null |
No additional info
|
Firewall allow ICMP traffic from 162.221.46.170:669 to 97.62.136.199:502 No additional info
|
allow
| 455,311
|
ICMP
| null | null | null | null | null | null | null | null | 669
| 502
| 2,753
| null | null | null | null | null | null | null |
d6f2379c-b9bf-414c-a543-277f9493d233
| 2025-05-22T14:32:40
|
network
|
Vectra AI v5.0.0
|
medium
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|medium| desc=Network connection from 168.10.3.146 to 163.147.177.9 No additional info
|
{
"geo_location": "Tanzania",
"device_hash": "cb898db5d6f3e611538498bda6a6de5f4e3921b41b48f9c3fb2200ec1b72a2cc",
"user_agent": "Opera/9.13.(Windows NT 5.2; sk-SK) Presto/2.9.176 Version/10.00",
"session_id": "3a7ded88-e8b2-4be1-a7b1-a502bf6f96d3",
"risk_score": 36.33,
"confidence": 0.45
}
|
168.10.3.146
|
163.147.177.9
| null | null | null |
No additional info
|
Network connection from 168.10.3.146 to 163.147.177.9 No additional info
|
connection
| 111,193
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
55acf10a-786e-439f-8612-29ce67d02a6e
| 2025-05-10T11:39:13
|
auth
|
Wazuh v4.5.0
|
info
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|info| desc=Auth challenge for ssmith via password from 66.155.175.170 No additional info
|
{
"geo_location": "Barbados",
"device_hash": "e4d1f7e880a40efe272010c9655a33df4de62182bd6a7ed35b0016aa97228c11",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; the-NP) AppleWebKit/531.16.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6531.16.4",
"session_id": "305d79dc-31e4-411e-9f16-a8d16ff8d022",
"risk_score": 48.17,
"confidence": 0.31
}
|
66.155.175.170
| null | null | null | null |
No additional info
|
Auth challenge for ssmith via password from 66.155.175.170 No additional info
|
challenge
| null | null |
ssmith
| null | null | null | null | null | null | null | null | null | null |
password
|
cf:26:a2:67:1e:d4
| null | null | null | null | null |
05130dbf-e827-41a9-8e32-c934a7ec3a84
| 2025-04-23T10:55:57
|
endpoint
|
FireEye HX v4.5.0
|
critical
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint scheduled_task /accept/security.doc by tammycunningham No additional info
|
{
"geo_location": "Nauru",
"device_hash": "054425b038d88c77ede714888cde496f20699563e5c3c599df79d0bf873e0bff",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_7) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/33.0.804.0 Safari/532.2",
"session_id": "ae20a550-a117-4fa5-a3d9-a7ee22c7181a",
"risk_score": 50.92,
"confidence": 0
}
| null | null | null | null | null |
No additional info
|
Endpoint scheduled_task /accept/security.doc by tammycunningham No additional info
|
scheduled_task
| null | null |
tammycunningham
|
/accept/security.doc
| 8,156
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
088dc38f-ad4c-45bb-ba19-eaba2a061750
| 2025-05-04T16:13:51
|
ids_alert
|
Wazuh v4.5.0
|
low
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|low| desc=Wazuh Alert: XSS detected from 177.207.123.101 targeting 195.210.181.193 Associated Threat Actor: Leafminer
|
{
"geo_location": "Guadeloupe",
"device_hash": "96dde89f9f9670bb94f699ca592525fbf35898a5560ec4b0f6a063fd483afa81",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/5.1)",
"session_id": "137d075f-7b88-499c-804a-a102842a96a6",
"risk_score": 27.31,
"confidence": 0.49
}
|
177.207.123.101
|
195.210.181.193
|
XSS
|
SIG-6297
|
Policy
|
Associated Threat Actor: Leafminer
|
Wazuh Alert: XSS detected from 177.207.123.101 targeting 195.210.181.193 Associated Threat Actor: Leafminer
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fb1f7b10-d6bd-4e53-817b-ae5e763c917b
| 2025-04-19T09:33:00
|
endpoint
|
Vectra AI v5.0.0
|
high
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start plant by jesse38 No additional info
|
{
"geo_location": "Andorra",
"device_hash": "eeb911a57e74010d71d56be696cb4e4994ce04e9258116b6500a8e0f19440d4d",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; ig-NG) AppleWebKit/531.27.7 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6531.27.7",
"session_id": "5e8f80f8-6175-4fda-81ac-8e40417d64bf",
"risk_score": 96.92,
"confidence": 0.81
}
| null | null | null | null | null |
No additional info
|
Endpoint process_start plant by jesse38 No additional info
|
process_start
| null | null |
jesse38
|
plant
| 2,797
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1f694b32-ac43-448e-a656-f2e457458e6e
| 2025-02-04T00:01:33
|
ids_alert
|
ArcSight v7.4.0
|
critical
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|critical| desc=ArcSight Alert: Domain Fronting detected from 74.75.91.225 targeting 14.50.247.115 MITRE Technique: T1134.001 | Unconventional IOC: Quantum random number deviations
|
{
"geo_location": "Brunei Darussalam",
"device_hash": "9f1138709de2d116e33ccbb21fe5917073ebbcae",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.01; Trident/4.1)",
"session_id": "55fe547c-26c5-4ecc-8c6a-8e930778b488",
"risk_score": 44.92,
"confidence": 0.87
}
|
74.75.91.225
|
14.50.247.115
|
Domain Fronting
|
SIG-4154
|
Evasion
|
MITRE Technique: T1134.001 | Unconventional IOC: Quantum random number deviations
|
ArcSight Alert: Domain Fronting detected from 74.75.91.225 targeting 14.50.247.115 MITRE Technique: T1134.001 | Unconventional IOC: Quantum random number deviations
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fba5727e-8d82-4f03-aa55-9fcd9121d0ca
| 2025-04-04T00:43:46
|
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 122.178.101.211 targeting 75.247.138.45 MITRE Technique: T1078.004
|
{
"geo_location": "Russian Federation",
"device_hash": "7fa0d606716583a509150e14e29a626e",
"user_agent": "Mozilla/5.0 (Windows 98; te-IN; rv:1.9.2.20) Gecko/3695-07-26 14:43:23 Firefox/3.6.20",
"session_id": "a2622815-fb59-4ee0-8fa4-0e5b99f2fe4e",
"risk_score": 62.12,
"confidence": 0.55
}
|
122.178.101.211
|
75.247.138.45
|
AI Model Poisoning
|
SIG-5940
|
Recon
|
MITRE Technique: T1078.004
|
FireEye HX Alert: AI Model Poisoning detected from 122.178.101.211 targeting 75.247.138.45 MITRE Technique: T1078.004
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
282c259d-1e03-4c5a-992c-874daeef5795
| 2025-06-11T16:04:34
|
ids_alert
|
Suricata v6.0.10
|
low
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|low| desc=Suricata Alert: SQL Injection detected from 159.153.11.32 targeting 174.77.3.66 Unconventional IOC: Unusual DNS TXT records
|
{
"geo_location": "Russian Federation",
"device_hash": "6eaf0c7c3e53a5ae0e46075188d8270355c2176c22dd01e0d364c2407664b15a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 4.0; Trident/3.0)",
"session_id": "9bd46c64-7fea-422d-9493-8db602a9fc5c",
"risk_score": 63.98,
"confidence": 0.14
}
|
159.153.11.32
|
174.77.3.66
|
SQL Injection
|
SIG-3163
|
Evasion
|
Unconventional IOC: Unusual DNS TXT records
|
Suricata Alert: SQL Injection detected from 159.153.11.32 targeting 174.77.3.66 Unconventional IOC: Unusual DNS TXT records
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6c4aea00-4a29-4a99-a955-6a14b07d5841
| 2025-04-12T05:19:05
|
ai
|
CrowdStrike v6.45.0
|
high
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|high| desc=AI system prompt_injection by sperry Unconventional IOC: Thermal sensor anomalies noise=blog/wp-content/list
|
{
"geo_location": "French Southern Territories",
"device_hash": "2a7231a3af453809b359faee613a5c3c35c914b03eab159189cc8f8c07efc9c8",
"user_agent": "Mozilla/5.0 (Linux; Android 4.3) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/13.0.838.0 Safari/534.1",
"session_id": "389d3ac1-7ea5-46a9-8dce-05dc422f801c",
"risk_score": 6.45,
"confidence": 0.75
}
| null | null | null | null | null |
Unconventional IOC: Thermal sensor anomalies
|
AI system prompt_injection by sperry Unconventional IOC: Thermal sensor anomalies
|
prompt_injection
| null | null |
sperry
| null | null | null | null | null | null | null | null | null | null | null | null |
model-0c12ce90
|
d94096038ab585c2f8147f9a7978a1af
|
1d4295a7f0678d2ed5a682e6ee4f54de2711a2351118f501a5131e5059942bde
| null | null |
cbb6ccb3-4ebd-406d-a49d-623b3b96b9a0
| 2025-04-05T22:36:50
|
cloud
|
Elastic SIEM v8.9.0
|
info
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|info| desc=Cloud permission_escalation in GCP by summer57 No additional info
|
{
"geo_location": "Latvia",
"device_hash": "11920b6d666530bd14a22ee82da5207492f634be",
"user_agent": "Mozilla/5.0 (Linux; Android 5.0.1) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/63.0.828.0 Safari/536.1",
"session_id": "4eeff288-edc8-47a1-90d3-832f94a5fa19",
"risk_score": 20.87,
"confidence": 0.64
}
| null | null | null | null | null |
No additional info
|
Cloud permission_escalation in GCP by summer57 No additional info
|
permission_escalation
| null | null |
summer57
| null | null | null |
{
"baseline_deviation": 2.02,
"entropy": 6.55,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-d76396a1
|
509cca7f-4d77-4edd-af15-eb51f312021f
| 2025-02-02T19:42:12
|
ai
|
ArcSight v7.4.0
|
info
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|info| desc=AI system model_inversion by coffeysherry MITRE Technique: T1574.002 | Associated Threat Actor: Scattered Spider
|
{
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "aebbc4e859c245b83be9b030bae12e7b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.2; Trident/4.0)",
"session_id": "2c16d338-e7da-4acb-9659-2e3ff9b2275a",
"risk_score": 49.73,
"confidence": 0.05
}
| null | null | null | null | null |
MITRE Technique: T1574.002 | Associated Threat Actor: Scattered Spider
|
AI system model_inversion by coffeysherry MITRE Technique: T1574.002 | Associated Threat Actor: Scattered Spider
|
model_inversion
| null | null |
coffeysherry
| null | null | null | null | null | null | null | null | null | null | null | null |
model-7a180371
|
dc515faf946be36e172d928cfb259ad916a56ed2585ff7f7a4426bea690dba05
|
1a72cf7ec84cebaf2902b417c5e097995336472e801c7abc8fd5b7aeba12f035
| null | null |
c121804a-a0de-4bcd-9059-426b20c5ea5c
| 2025-06-25T19:51:21
|
ai
|
CrowdStrike v6.45.0
|
medium
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by christopher39 No additional info
|
{
"geo_location": "Faroe Islands",
"device_hash": "4aaf622abcbab9cd032b7d2d6791ae950e8d232a",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_5 rv:4.0; ga-IE) AppleWebKit/533.14.1 (KHTML, like Gecko) Version/4.0.2 Safari/533.14.1",
"session_id": "9ff64c98-cc66-4df0-a38c-b7863346dfbb",
"risk_score": 56.95,
"confidence": 0.19
}
| null | null | null | null | null |
No additional info
|
AI system membership_inference by christopher39 No additional info
|
membership_inference
| null | null |
christopher39
| null | null | null | null | null | null | null | null | null | null | null | null |
model-a593145f
|
518d9043c5f071c656cd9c68eda0c262
|
513b05636d7a11341d147ee8aa93f657
| null | null |
9ee03f31-b4e0-4ddd-9608-29b5947b2c0f
| 2025-04-26T21:58:23
|
ai
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|low| desc=AI system fine_tuning by elizabeth89 MITRE Technique: T1574.002
|
{
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "8aaf8b47f6a49fe8cea6641390f6c1c6efb5af488aec9a5b88fac9572dac79d4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/3.1)",
"session_id": "9b7bd711-31f4-4970-aa3f-0fcdcc0e0d80",
"risk_score": 47.63,
"confidence": 0.23
}
| null | null | null | null | null |
MITRE Technique: T1574.002
|
AI system fine_tuning by elizabeth89 MITRE Technique: T1574.002
|
fine_tuning
| null | null |
elizabeth89
| null | null | null | null | null | null | null | null | null | null | null | null |
model-0f58bc9e
|
4dfbf2e3ded4e953d8d00e35b9fa4078
|
085e673b2396b6c15c6ddac8bc4986779a78f4d78be8789d18ab0a38641d21b5
| null | null |
fa422847-0051-47aa-bd30-7366464f0845
| 2025-06-07T09:39:15
|
ids_alert
|
Darktrace v6.0.0
|
high
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|high| desc=Darktrace Alert: MFA Bypass detected from 143.174.231.220 targeting N/A No additional info
|
{
"geo_location": "Argentina",
"device_hash": "2b1d59675da6fdd66a652e4542d9c6e8",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_4; rv:1.9.5.20) Gecko/4484-02-08 23:33:22 Firefox/3.6.18",
"session_id": "588c81cc-6587-4d6b-88f7-0298854c3c23",
"risk_score": 51.05,
"confidence": 0.92
}
|
143.174.231.220
|
N/A
|
MFA Bypass
|
SIG-1383
|
Evasion
|
No additional info
|
Darktrace Alert: MFA Bypass detected from 143.174.231.220 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 |
c720065b-1cb5-4398-a7f7-5f02373961ef
| 2025-06-05T10:05:53
|
iot
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat physical_tamper Associated Threat Actor: Mustang Panda
|
{
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "07d7bdf8f162bdca5b1a65e386dcea26",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/3.0)",
"session_id": "4b8eaafb-77eb-4cdf-9fd0-751511a0e1c6",
"risk_score": 66.23,
"confidence": 0.12
}
| null | null | null | null | null |
Associated Threat Actor: Mustang Panda
|
IoT device Thermostat physical_tamper Associated Threat Actor: Mustang Panda
|
physical_tamper
| null | null | null | null | null | null | null |
Thermostat
|
iot-84045a20
|
5.4
| null | null | null | null | null | null | null | null | null | null |
c275b0e8-f2e7-426b-843f-acdb2f573891
| 2025-06-28T17:36:33
|
network
|
Carbon Black v7.8.0
|
critical
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|critical| desc=Network beaconing from 136.160.8.227 to 100.171.149.137 MITRE Technique: T1543.003 noise=CEFEFF5B
|
{
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "c15c642f71276f26cd569c49bf692399533a2e2a",
"user_agent": "Opera/8.16.(Windows NT 5.2; tt-RU) Presto/2.9.189 Version/12.00",
"session_id": "461918ed-ddf5-4ff7-beb3-4cef85b2d8d7",
"risk_score": 46.06,
"confidence": 0.59
}
|
136.160.8.227
|
100.171.149.137
| null | null | null |
MITRE Technique: T1543.003
|
Network beaconing from 136.160.8.227 to 100.171.149.137 MITRE Technique: T1543.003
|
beaconing
| 499,532
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f14006bd-4bf6-4561-8273-847ed10aebe3
| 2025-03-15T18:18:10
|
ids_alert
|
Snort v2.9.20
|
high
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|high| desc=Snort Alert: DNS Tunneling detected from 222.183.101.174 targeting 175.216.111.37 No additional info
|
{
"geo_location": "Saint Lucia",
"device_hash": "e34c06c8efc1af8f681260afbae1aee9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/3.1)",
"session_id": "0b83dd0a-6dbc-46bc-92c3-2848ea3abfb0",
"risk_score": 59.46,
"confidence": 0.83
}
|
222.183.101.174
|
175.216.111.37
|
DNS Tunneling
|
SIG-3385
|
Exploit
|
No additional info
|
Snort Alert: DNS Tunneling detected from 222.183.101.174 targeting 175.216.111.37 No additional info
| null | null | null | null | null | null | null |
{
"baseline_deviation": 1.26,
"entropy": 2.99,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
a43bf4e2-33c3-4fb3-9c53-390871076cf2
| 2025-03-19T15:47:52
|
auth
|
Microsoft Sentinel v1.0.0
|
low
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|low| desc=Auth timeout for scott48 via passwordless from 10.136.78.43 Associated Threat Actor: TA505
|
{
"geo_location": "Barbados",
"device_hash": "0812ade39b30e5f4b23a077627033eb49dbf19e9",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_2) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/59.0.872.0 Safari/531.1",
"session_id": "22cfb4c0-bc56-4bba-a881-8405db2fea16",
"risk_score": 49.44,
"confidence": 0.86
}
|
10.136.78.43
| null | null | null | null |
Associated Threat Actor: TA505
|
Auth timeout for scott48 via passwordless from 10.136.78.43 Associated Threat Actor: TA505
|
timeout
| null | null |
scott48
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
bf:c4:5c:fb:7f:f2
| null | null | null | null | null |
156bd862-2912-4425-a563-cdea24bd389f
| 2025-02-08T22:08:19
|
auth
|
OSSEC v3.7.0
|
medium
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for dcarlson via OAuth from 62.176.138.204 No additional info noise=U21pbGUu
|
{
"geo_location": "French Polynesia",
"device_hash": "c36660619e3fd1cce116bef691b4aa28",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 12_4_4 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) FxiOS/12.9t2900.0 Mobile/29B103 Safari/534.0",
"session_id": "fd8ba781-10ed-4304-9737-f1a374a850ad",
"risk_score": 35.95,
"confidence": 0.51
}
|
62.176.138.204
| null | null | null | null |
No additional info
|
Auth bypass for dcarlson via OAuth from 62.176.138.204 No additional info
|
bypass
| null | null |
dcarlson
| null | null | null | null | null | null | null | null | null | null |
OAuth
|
cb:a9:8e:b8:89:76
| null | null | null | null | null |
50421bf4-4948-43b6-823d-e7d70e0e79b5
| 2025-06-27T19:06:02
|
iot
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|high| desc=IoT device Camera command_injection MITRE Technique: T1071.001
|
{
"geo_location": "Mexico",
"device_hash": "d4d366406af963874eed971abecb63a0",
"user_agent": "Mozilla/5.0 (Android 7.1.1; Mobile; rv:59.0) Gecko/59.0 Firefox/59.0",
"session_id": "79d903b9-07f4-44b0-8bc5-e27aec8a2e96",
"risk_score": 33.83,
"confidence": 0.32
}
| null | null | null | null | null |
MITRE Technique: T1071.001
|
IoT device Camera command_injection MITRE Technique: T1071.001
|
command_injection
| null | null | null | null | null | null | null |
Camera
|
iot-1bf41c67
|
2.1
| null | null | null | null | null | null | null | null | null | null |
4381507d-1430-4400-be31-08845b501564
| 2025-03-01T04:22:30
|
firewall
|
QRadar v7.5.0
|
medium
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop RDP traffic from 61.41.18.194:740 to 6.241.132.16:233 Associated Threat Actor: BlueNoroff noise=U2VyaWVzLg==
|
{
"geo_location": "Honduras",
"device_hash": "09dc8bd8f3cae6f2cca054eb99d82974",
"user_agent": "Mozilla/5.0 (Android 4.4.4; Mobile; rv:19.0) Gecko/19.0 Firefox/19.0",
"session_id": "c5ed8c5a-b3bc-4e6d-a0eb-1d9b6fcee898",
"risk_score": 42,
"confidence": 0.94
}
|
61.41.18.194
|
6.241.132.16
| null | null | null |
Associated Threat Actor: BlueNoroff
|
Firewall drop RDP traffic from 61.41.18.194:740 to 6.241.132.16:233 Associated Threat Actor: BlueNoroff
|
drop
| 716,395
|
RDP
| null | null | null | null | null | null | null | null | 740
| 233
| 3,453
| null | null | null | null | null | null | null |
7c7baa2a-32f0-4b59-973c-18f1deb5b899
| 2025-06-11T20:14:20
|
endpoint
|
CrowdStrike v6.45.0
|
critical
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load /black/almost.csv by kimberlyrichards No additional info
|
{
"geo_location": "Philippines",
"device_hash": "8a421939eda38aca5f0f8b51f6abed1923242af7",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/49.0.837.0 Safari/535.0",
"session_id": "d580b964-9bd4-46f6-bdde-ccb5cd1d3bfd",
"risk_score": 45.5,
"confidence": 0.63
}
| null | null | null | null | null |
No additional info
|
Endpoint driver_load /black/almost.csv by kimberlyrichards No additional info
|
driver_load
| null | null |
kimberlyrichards
|
/black/almost.csv
| 4,586
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6d3dbf92-7ce4-4602-a2c5-e2ec559ed68c
| 2025-05-12T06:14:33
|
ai
|
Tanium v7.4.0
|
low
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|low| desc=AI system model_inversion by xconway MITRE Technique: T1486 noise=week|several|allow
|
{
"geo_location": "Kuwait",
"device_hash": "5e22412c082ca8ab5e061d3326b166d3de1b690c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/3.0)",
"session_id": "7e6515ac-6c09-4c94-a0ad-aaae23b5d0a8",
"risk_score": 44.77,
"confidence": 0.31
}
| null | null | null | null | null |
MITRE Technique: T1486
|
AI system model_inversion by xconway MITRE Technique: T1486
|
model_inversion
| null | null |
xconway
| null | null | null | null | null | null | null | null | null | null | null | null |
model-850ad839
|
10802f6ba2bdbe6bbef26ffcb77c304075aa9ef7
|
5085cfef42f43aea145fca4534a73797b0d9e582
| null | null |
753bfc74-bf35-4f12-a84b-fe23cd04afef
| 2025-02-11T00:41:49
|
network
|
OSSEC v3.7.0
|
medium
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 132.224.105.182 to 22.27.35.180 No additional info
|
{
"geo_location": "Malawi",
"device_hash": "495bab2fde3bd49f802e2e928d364d63bebd952ab15518c3fd8a4042e4556fc2",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; wo-SN) AppleWebKit/534.3.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6534.3.1",
"session_id": "e8e2345e-240d-44b3-be6e-b11ce6926560",
"risk_score": 48.21,
"confidence": 0.23
}
|
132.224.105.182
|
22.27.35.180
| null | null | null |
No additional info
|
Network disconnection from 132.224.105.182 to 22.27.35.180 No additional info
|
disconnection
| 270,127
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
868b4443-78e8-48ab-9254-ba069e6a8a3d
| 2025-03-02T12:15:11
|
cloud
|
Wazuh v4.5.0
|
low
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|low| desc=Cloud container_escape in Azure by kstephens No additional info
|
{
"geo_location": "French Southern Territories",
"device_hash": "f4e589be4da9c86fbc1a93e23e14641c",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/535.17.5 (KHTML, like Gecko) Version/5.0.2 Safari/535.17.5",
"session_id": "6b93dd64-de61-4f5d-8148-fe710adbf63d",
"risk_score": 59.18,
"confidence": 0.39
}
| null | null | null | null | null |
No additional info
|
Cloud container_escape in Azure by kstephens No additional info
|
container_escape
| null | null |
kstephens
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-637c7478
|
3399d9d8-d488-46bd-830e-7de5b0d4d44d
| 2025-01-30T08:41:41
|
ai
|
Microsoft Sentinel v1.0.0
|
info
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|info| desc=AI system training_data_poisoning by robertjohnson MITRE Technique: T1486 noise=say|cost|vote
|
{
"geo_location": "Russia",
"device_hash": "074b23b4806f27db50c24c6911b71a22e7b4435a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.0; Trident/5.0)",
"session_id": "012aeb41-5aa4-465f-8220-d12b4eb172aa",
"risk_score": 42.87,
"confidence": 0.71
}
| null | null | null | null | null |
MITRE Technique: T1486
|
AI system training_data_poisoning by robertjohnson MITRE Technique: T1486
|
training_data_poisoning
| null | null |
robertjohnson
| null | null | null | null | null | null | null | null | null | null | null | null |
model-8f5144b2
|
a94845cb8ea293e0b2ec941a2ae34f60
|
255c882afbac6ccf39447ec41b1dc532
| null | null |
3aee4749-9eb2-4b59-b845-3ecb6a1dfc96
| 2025-03-21T03:16:14
|
cloud
|
Elastic SIEM v8.9.0
|
low
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|low| desc=Cloud config_change in OCI by jessicahughes No additional info
|
{
"geo_location": "Switzerland",
"device_hash": "14eb963f9deae2f5535f655975dec4af1afc67b1",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_4) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/16.0.837.0 Safari/535.2",
"session_id": "4f78b7e6-b5a2-4434-b200-9512725179f4",
"risk_score": 11.31,
"confidence": 0.39
}
| null | null | null | null | null |
No additional info
|
Cloud config_change in OCI by jessicahughes No additional info
|
config_change
| null | null |
jessicahughes
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-55df5bba
|
b5c72430-5fe2-42d4-9c60-118267d2df52
| 2025-06-07T22:35:19
|
ai
|
ArcSight v7.4.0
|
critical
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by aaron43 No additional info
|
{
"geo_location": "United States Minor Outlying Islands",
"device_hash": "07e32e63da9888464aa63003ee50708adb93a44814d891d783cdcea881d4e3de",
"user_agent": "Mozilla/5.0 (Windows NT 5.0; raj-IN; rv:1.9.2.20) Gecko/3761-11-26 22:38:31 Firefox/4.0",
"session_id": "5d7e4b34-a839-43fe-8521-846eeb10fe24",
"risk_score": 48.77,
"confidence": 0.48
}
| null | null | null | null | null |
No additional info
|
AI system prompt_injection by aaron43 No additional info
|
prompt_injection
| null | null |
aaron43
| null | null | null | null | null | null | null | null | null | null | null | null |
model-aa743518
|
3cd444d5be28b5160f02c422b6bcc1fe9c8a1023bc27bafbcbb7ab63de9a1deb
|
fcc68744803c68387c438279d758e0221e6066e8
| null | null |
87bbc848-50c0-4615-b306-3f03a988e85d
| 2025-01-23T19:57:06
|
firewall
|
Vectra AI v5.0.0
|
critical
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny HTTPS traffic from 90.127.174.246:551 to 65.227.240.56:547 No additional info
|
{
"geo_location": "North Korea",
"device_hash": "7f6e51eeb4d13e9d1ce12887e237f62e6d0c2c39",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 4.0; Trident/3.0)",
"session_id": "a62bf4a1-3e60-4eaa-8ca5-f024abd247ee",
"risk_score": 55.37,
"confidence": 0.52
}
|
90.127.174.246
|
65.227.240.56
| null | null | null |
No additional info
|
Firewall deny HTTPS traffic from 90.127.174.246:551 to 65.227.240.56:547 No additional info
|
deny
| 43,109
|
HTTPS
| null | null | null | null | null | null | null | null | 551
| 547
| 3,555
| null | null | null | null | null | null | null |
b6d85c06-1287-4f2d-b812-c65d42c33ded
| 2025-06-27T21:03:06
|
endpoint
|
Zeek v5.0.0
|
high
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint registry_change letter by acopeland No additional info
|
{
"geo_location": "Congo",
"device_hash": "2d227542f4f66091b7481429670e45f7eab961aa",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_5_4 rv:6.0; st-ZA) AppleWebKit/531.48.7 (KHTML, like Gecko) Version/5.1 Safari/531.48.7",
"session_id": "cf943eee-9062-47f1-aeb7-8276a632692f",
"risk_score": 11.54,
"confidence": 0.44
}
| null | null | null | null | null |
No additional info
|
Endpoint registry_change letter by acopeland No additional info
|
registry_change
| null | null |
acopeland
|
letter
| 6,064
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c23c3858-dbb9-4643-87a0-58e99da65a8b
| 2028-11-13T20:06:29
|
firewall
|
Elastic SIEM v8.9.0
|
low
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only ICMP traffic from 161.216.221.198:762 to 153.95.246.201:63743 Associated Threat Actor: Equation Group
|
{
"geo_location": "Oman",
"device_hash": "74e54bd5c7e351d84f2c8b162f985c14",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/535.49.7 (KHTML, like Gecko) Version/5.1 Safari/535.49.7",
"session_id": "f71fd87a-ec38-4109-a62f-213aad9031f9",
"risk_score": 2.43,
"confidence": 0.8
}
|
161.216.221.198
|
153.95.246.201
| null | null | null |
Associated Threat Actor: Equation Group
|
Firewall log-only ICMP traffic from 161.216.221.198:762 to 153.95.246.201:63743 Associated Threat Actor: Equation Group
|
log-only
| 79,411
|
ICMP
| null | null | null | null | null | null | null | null | 762
| 63,743
| 148
| null | null | null | null | null | null | null |
1f61863c-99f6-4873-b0e5-079aaad11e15
| 2025-04-28T18:49:25
|
iot
|
Darktrace v6.0.0
|
medium
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera physical_tamper MITRE Technique: T1071.001 noise=main/posts
|
{
"geo_location": "Vanuatu",
"device_hash": "09d700b384ac5bc5b73ba35f87989c62d7fb1a63",
"user_agent": "Mozilla/5.0 (Linux; Android 6.0.1) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/45.0.830.0 Safari/531.1",
"session_id": "5bba6e6c-3ff2-4cc0-aee9-56a832517d20",
"risk_score": 44.39,
"confidence": 0.77
}
| null | null | null | null | null |
MITRE Technique: T1071.001
|
IoT device Camera physical_tamper MITRE Technique: T1071.001
|
physical_tamper
| null | null | null | null | null | null | null |
Camera
|
iot-86c2f308
|
2.0
| null | null | null | null | null | null | null | null | null | null |
d467228c-689f-4dbd-b841-1211be069dc2
| 2025-03-26T00:50:42
|
endpoint
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|medium| desc=Endpoint scheduled_task /career/any.webm by evansyolanda No additional info
|
{
"geo_location": "Botswana",
"device_hash": "ffe0915e021e4f1b03a8d47709fb64d7fc8c7bde",
"user_agent": "Opera/9.92.(X11; Linux x86_64; ku-TR) Presto/2.9.176 Version/11.00",
"session_id": "373d8c4c-4672-480a-86bb-3530977b2c73",
"risk_score": 59.57,
"confidence": 0.93
}
| null | null | null | null | null |
No additional info
|
Endpoint scheduled_task /career/any.webm by evansyolanda No additional info
|
scheduled_task
| null | null |
evansyolanda
|
/career/any.webm
| 9,520
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
58387e4e-1679-4698-ad71-687ec7817af8
| 2025-04-08T19:15:26
|
ai
|
Palo Alto Cortex v3.0.0
|
medium
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by toddclark Associated Threat Actor: APT41
|
{
"geo_location": "Gambia",
"device_hash": "c6be09cb4e98f59e2438ebd60c06c6bdbd6f2b71",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 3_2_2 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/17.1b6130.0 Mobile/16Q385 Safari/532.0",
"session_id": "1dd7fd66-45a3-4247-8926-26240a1b376d",
"risk_score": 59.09,
"confidence": 0.33
}
| null | null | null | null | null |
Associated Threat Actor: APT41
|
AI system adversarial_input by toddclark Associated Threat Actor: APT41
|
adversarial_input
| null | null |
toddclark
| null | null | null | null | null | null | null | null | null | null | null | null |
model-b5c535e2
|
c49958850a92c747226ca52bf7ef12caa48f499e1c3f3fd9338f4239e756e15c
|
8c4e9ee8cec64c634d797fc32645dd8f
| null | null |
76d69388-7f91-4dcf-b3cf-52878e65a9e8
| 2025-04-08T07:12:55
|
firewall
|
OSSEC v3.7.0
|
medium
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop NTP traffic from 10.198.40.21:38094 to 47.25.39.215:103 No additional info
|
{
"geo_location": "Guyana",
"device_hash": "dc2cf355fd67c9593ebaf066cef4efff21e1b613",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Trident/3.1)",
"session_id": "08dde947-0e2c-40d8-bf06-80147ec27bf1",
"risk_score": 50.76,
"confidence": 0.28
}
|
10.198.40.21
|
47.25.39.215
| null | null | null |
No additional info
|
Firewall drop NTP traffic from 10.198.40.21:38094 to 47.25.39.215:103 No additional info
|
drop
| 556,421
|
NTP
| null | null | null | null | null | null | null | null | 38,094
| 103
| 1,014
| null | null | null | null | null | null | null |
ea45f65d-17c4-426e-9d24-26a1882fabfd
| 2025-04-30T17:07:49
|
cloud
|
Palo Alto Cortex v3.0.0
|
critical
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud lambda_execution in Azure by pgomez MITRE Technique: T1110.003
|
{
"geo_location": "Myanmar",
"device_hash": "ef47cc8af73210cd43172f325c5418a2",
"user_agent": "Mozilla/5.0 (Linux; Android 6.0.1) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/17.0.808.0 Safari/531.0",
"session_id": "5371dcc7-db57-4807-892e-1c244fa59356",
"risk_score": 46.18,
"confidence": 0.56
}
| null | null | null | null | null |
MITRE Technique: T1110.003
|
Cloud lambda_execution in Azure by pgomez MITRE Technique: T1110.003
|
lambda_execution
| null | null |
pgomez
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-64d56092
|
63d08977-86be-41b8-b726-1758bb5c0da0
| 2025-02-17T09:45:53
|
endpoint
|
Elastic SIEM v8.9.0
|
critical
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint service_install church by bondjohn Unconventional IOC: Quantum random number deviations
|
{
"geo_location": "New Zealand",
"device_hash": "e331d16a783b03d496897b435419ba7d95fd382a",
"user_agent": "Opera/8.67.(Windows NT 11.0; bs-BA) Presto/2.9.187 Version/12.00",
"session_id": "a0071713-f962-45c8-9a54-fe44b47660c0",
"risk_score": 45.58,
"confidence": 0.88
}
| null | null | null | null | null |
Unconventional IOC: Quantum random number deviations
|
Endpoint service_install church by bondjohn Unconventional IOC: Quantum random number deviations
|
service_install
| null | null |
bondjohn
|
church
| 5,889
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dd036190-7f65-4593-93f9-4670e85cedfd
| 2025-04-05T18:58:31
|
iot
|
Carbon Black v7.8.0
|
medium
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor sensor_spoofing No additional info
|
{
"geo_location": "Grenada",
"device_hash": "426307fc5e5830bd36875f03b33f5b9d436e39dad86764c1abf1488e978e3382",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 11_4_1 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) CriOS/13.0.828.0 Mobile/28Q014 Safari/532.1",
"session_id": "91bb2029-094b-46b1-a2c2-9392c0618c03",
"risk_score": 61.19,
"confidence": 0.98
}
| null | null | null | null | null |
No additional info
|
IoT device Sensor sensor_spoofing No additional info
|
sensor_spoofing
| null | null | null | null | null | null | null |
Sensor
|
iot-2bb53758
|
8.4
| null | null | null | null | null | null | null | null | null | null |
71443305-b403-4fef-9012-377e8ab67969
| 2025-05-18T21:13:00
|
cloud
|
Palo Alto Cortex v3.0.0
|
high
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|high| desc=Cloud instance_creation in Azure by christopherlawson No additional info
|
{
"geo_location": "Senegal",
"device_hash": "f457879fd62701f67a898d68c32b4878859b2aa4",
"user_agent": "Opera/9.22.(Windows NT 6.0; bo-IN) Presto/2.9.176 Version/12.00",
"session_id": "4de69db0-0e15-4761-9dc3-9c1648a9d030",
"risk_score": 17.29,
"confidence": 0.06
}
| null | null | null | null | null |
No additional info
|
Cloud instance_creation in Azure by christopherlawson No additional info
|
instance_creation
| null | null |
christopherlawson
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-1df856fb
|
fe38975f-1bea-4bd9-b7f1-ea08474a7419
| 2025-03-10T15:31:40
|
iot
|
CrowdStrike v6.45.0
|
low
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC command_injection No additional info
|
{
"geo_location": "Faroe Islands",
"device_hash": "b69f1045941d513428a89beecae5877a",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_7; rv:1.9.2.20) Gecko/9057-05-21 18:39:18 Firefox/3.8",
"session_id": "1762e4cf-ab85-42ef-a98d-84bef9088468",
"risk_score": 68.59,
"confidence": 0.92
}
| null | null | null | null | null |
No additional info
|
IoT device HVAC command_injection No additional info
|
command_injection
| null | null | null | null | null | null | null |
HVAC
|
iot-25430896
|
2.5
| null | null | null | null | null | null | null | null | null | null |
4926bf2e-6036-4103-a787-1fe81050d590
| 2025-07-04T03:01:28
|
firewall
|
AlienVault v5.7.0
|
medium
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine SMB traffic from 10.204.125.49:687 to 144.223.74.64:58989 MITRE Technique: T1110.003
|
{
"geo_location": "Grenada",
"device_hash": "6a1a97e4a8bef42bee880b6e5e1224c462c82f8c",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/7584-10-12 14:20:09 Firefox/3.8",
"session_id": "f9a78cd4-5c73-4e0a-adbf-63c0822a14fb",
"risk_score": 61.58,
"confidence": 0.72
}
|
10.204.125.49
|
144.223.74.64
| null | null | null |
MITRE Technique: T1110.003
|
Firewall quarantine SMB traffic from 10.204.125.49:687 to 144.223.74.64:58989 MITRE Technique: T1110.003
|
quarantine
| 895,265
|
SMB
| null | null | null | null | null | null | null | null | 687
| 58,989
| 1,534
| null | null | null | null | null | null | null |
1cd25e1f-8bc3-40b7-b27f-915c00ef1771
| 2025-02-05T02:01:05
|
ai
|
Snort v2.9.20
|
critical
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by gfitzgerald No additional info
|
{
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "df874e7bd237a9421e34dd549cbe570b9815949cf21cc93ba5161041a87b5a43",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_8 rv:2.0; mni-IN) AppleWebKit/535.44.2 (KHTML, like Gecko) Version/5.0 Safari/535.44.2",
"session_id": "6d684981-83c7-4da9-9288-f448dfdaca97",
"risk_score": 68.09,
"confidence": 0.35
}
| null | null | null | null | null |
No additional info
|
AI system prompt_injection by gfitzgerald No additional info
|
prompt_injection
| null | null |
gfitzgerald
| null | null | null | null | null | null | null | null | null | null | null | null |
model-0b7a325f
|
95c2595c0377759991776826f8ba191f6b32538ffd5a39b7e8e99b7a64aab737
|
5325aa5c88e00c5c44821acfa46fe1736073b968
| null | null |
a3bb9af6-f1e2-40aa-b5a2-9abc4c55c1fa
| 2025-06-08T21:41:05
|
ids_alert
|
QRadar v7.5.0
|
medium
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|medium| desc=QRadar Alert: Port Scan detected from 2.22.88.207 targeting 220.51.227.147 No additional info
|
{
"geo_location": "American Samoa",
"device_hash": "86d46bc1c19c223f7e40de8e00ef58e0683aa434",
"user_agent": "Mozilla/5.0 (Windows 95) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/41.0.844.0 Safari/536.2",
"session_id": "1bd4071b-2d6e-4234-9f87-47b461cf1d88",
"risk_score": 28.78,
"confidence": 0.93
}
|
2.22.88.207
|
220.51.227.147
|
Port Scan
|
SIG-5495
|
Recon
|
No additional info
|
QRadar Alert: Port Scan detected from 2.22.88.207 targeting 220.51.227.147 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c3e78905-a627-4693-ad7c-f1628dc51336
| 2025-01-25T18:50:37
|
endpoint
|
Elastic SIEM v8.9.0
|
low
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_stop /season/buy.xls by bennettkristen MITRE Technique: T1059.005
|
{
"geo_location": "Malaysia",
"device_hash": "047f5406255f6de1f919ca7e8adf216692c08a1e",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/33.0.810.0 Safari/535.1",
"session_id": "7aea0769-0671-4ad9-b780-b49835eaaae5",
"risk_score": 9.01,
"confidence": 0.48
}
| null | null | null | null | null |
MITRE Technique: T1059.005
|
Endpoint process_stop /season/buy.xls by bennettkristen MITRE Technique: T1059.005
|
process_stop
| null | null |
bennettkristen
|
/season/buy.xls
| 3,719
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dac3ed2e-118a-42f4-955a-cb17bf5782ce
| 2025-05-18T09:43:28
|
cloud
|
Trellix v10.7.0
|
low
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in OCI by ijohnson MITRE Technique: T1110.003 | Associated Threat Actor: BlueNoroff
|
{
"geo_location": "Oman",
"device_hash": "4efbd76afa97a98bc35aa43fbd467cffbf3bf5335e436f1494cf27659e9281e5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/5.0)",
"session_id": "f9084091-360d-4ca6-9415-147eb31d81fa",
"risk_score": 80.74,
"confidence": 0.63
}
| null | null | null | null | null |
MITRE Technique: T1110.003 | Associated Threat Actor: BlueNoroff
|
Cloud instance_creation in OCI by ijohnson MITRE Technique: T1110.003 | Associated Threat Actor: BlueNoroff
|
instance_creation
| null | null |
ijohnson
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-9f2d0fdf
|
a2077817-ce71-4248-975f-0f4e64969ca9
| 2025-04-17T14:53:28
|
ai
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|high| desc=AI system membership_inference by ywright MITRE Technique: T1078.004
|
{
"geo_location": "Puerto Rico",
"device_hash": "ebba88b68a2f615790afd2b55d244452e3345c09cd0cd1337e5598ef57a4a236",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/13.8d2092.0 Mobile/56L688 Safari/535.0",
"session_id": "3260b0bc-6be5-44be-8219-423ba32c51b4",
"risk_score": 56.58,
"confidence": 0.08
}
| null | null | null | null | null |
MITRE Technique: T1078.004
|
AI system membership_inference by ywright MITRE Technique: T1078.004
|
membership_inference
| null | null |
ywright
| null | null | null | null | null | null | null | null | null | null | null | null |
model-0cc40efe
|
007320709b0a01368b9f208ee1d186bd9d6e2f47ddb379ebb222cfbb53ce7c86
|
681fb7157bc1e9321e383e6a5927032f4ac785cb
| null | null |
ee5dcbd3-fdb8-4c66-8f6f-97f68abb604a
| 2025-05-04T23:57:47
|
iot
|
LogRhythm v7.5.0
|
info
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|info| desc=IoT device Camera command_injection No additional info
|
{
"geo_location": "Taiwan",
"device_hash": "59be18b9adb29973a69d6a58885c4106",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 95; Trident/5.1)",
"session_id": "ee73910e-34fd-4e57-ba53-b1b5e8e066ae",
"risk_score": 65.98,
"confidence": 0.47
}
| null | null | null | null | null |
No additional info
|
IoT device Camera command_injection No additional info
|
command_injection
| null | null | null | null | null | null | null |
Camera
|
iot-383bed3b
|
4.2
| null | null | null | null | null | null | null | null | null | null |
0c828c2b-9ce6-4d63-b8f4-18ee1744edbd
| 2025-05-12T03:30:50
|
iot
|
Darktrace v6.0.0
|
low
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat battery_drain MITRE Technique: T1543.003
|
{
"geo_location": "Tajikistan",
"device_hash": "e6c9d0109b6bba4f78287fd67910c613c5176af41d7ef1ea3727869f914a4ccc",
"user_agent": "Opera/8.97.(Windows NT 4.0; gu-IN) Presto/2.9.181 Version/12.00",
"session_id": "43e63310-4e64-442a-a9ba-8686ac9f4335",
"risk_score": 53.43,
"confidence": 1
}
| null | null | null | null | null |
MITRE Technique: T1543.003
|
IoT device Thermostat battery_drain MITRE Technique: T1543.003
|
battery_drain
| null | null | null | null | null | null | null |
Thermostat
|
iot-0b4f2125
|
4.3
| null | null | null | null | null | null | null | null | null | null |
ff54321a-b2e3-4ca8-b2f3-aa4035cdb83a
| 2025-04-06T10:37:36
|
ai
|
OSSEC v3.7.0
|
low
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|low| desc=AI system api_abuse by harperryan No additional info
|
{
"geo_location": "Mayotte",
"device_hash": "c65bd9c1eb6c122de49f57ae549b2d63e6f7b1dab99831b0dd7a609c0e65c039",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_0; rv:1.9.5.20) Gecko/4445-05-22 14:57:03 Firefox/13.0",
"session_id": "8232187a-a432-4d19-aac9-ef3d18532d4b",
"risk_score": 23.25,
"confidence": 0.09
}
| null | null | null | null | null |
No additional info
|
AI system api_abuse by harperryan No additional info
|
api_abuse
| null | null |
harperryan
| null | null | null |
{
"baseline_deviation": 0.8,
"entropy": 5.94,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null |
model-810bb8b4
|
3a7da7a5cac024e43c0b64690c25aa99
|
a7a18e2e66cc60e48aa6cae4c7a7368469a6c70e
| null | null |
5133051d-2c38-46d4-a996-3deb9a219dec
| 2025-06-02T21:16:19
|
firewall
|
Elastic SIEM v8.9.0
|
info
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|firewall|info| desc=Firewall drop HTTPS traffic from 144.235.25.25:788 to 67.14.73.120:792 MITRE Technique: T1566.001 | Unconventional IOC: Thermal sensor anomalies
|
{
"geo_location": "Aruba",
"device_hash": "5e05662edaff7acebdd0fef0ab2f4485",
"user_agent": "Opera/8.32.(X11; Linux i686; sv-FI) Presto/2.9.175 Version/10.00",
"session_id": "a6fe0280-1841-46af-99d5-3ec470901828",
"risk_score": 45.59,
"confidence": 0.35
}
|
144.235.25.25
|
67.14.73.120
| null | null | null |
MITRE Technique: T1566.001 | Unconventional IOC: Thermal sensor anomalies
|
Firewall drop HTTPS traffic from 144.235.25.25:788 to 67.14.73.120:792 MITRE Technique: T1566.001 | Unconventional IOC: Thermal sensor anomalies
|
drop
| 385,345
|
HTTPS
| null | null | null | null | null | null | null | null | 788
| 792
| 661
| null | null | null | null | null | null | null |
e79d22fb-c8a6-41d6-98c0-abb37b405738
| 2025-03-05T19:49:25
|
ids_alert
|
Splunk v9.0.2
|
low
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|low| desc=Splunk Alert: Domain Fronting detected from 120.133.24.78 targeting 72.251.38.205 No additional info noise=RHJ1Zy4=
|
{
"geo_location": "Brunei Darussalam",
"device_hash": "13ce20787d7afe3a02fa8c6d85d8369c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 4.0; Trident/3.1)",
"session_id": "21c7c19f-79dc-4ec9-a919-febe6abf0ae6",
"risk_score": 47.79,
"confidence": 0.87
}
|
120.133.24.78
|
72.251.38.205
|
Domain Fronting
|
SIG-8126
|
Policy
|
No additional info
|
Splunk Alert: Domain Fronting detected from 120.133.24.78 targeting 72.251.38.205 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0fd99da0-7c6d-4b46-b177-9f2de3710213
| 2025-04-02T11:39:22
|
firewall
|
Zeek v5.0.0
|
info
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|info| desc=Firewall drop TCP traffic from 107.170.234.166:43864 to 193.28.98.33:5695 No additional info
|
{
"geo_location": "Monaco",
"device_hash": "62c1cdb11cc8835f482abe7e88b100d8",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/7325-12-18 17:52:37 Firefox/6.0",
"session_id": "45f0dd6b-2f06-414a-945c-a10cba3869ab",
"risk_score": 1.18,
"confidence": 0.58
}
|
107.170.234.166
|
193.28.98.33
| null | null | null |
No additional info
|
Firewall drop TCP traffic from 107.170.234.166:43864 to 193.28.98.33:5695 No additional info
|
drop
| 254,106
|
TCP
| null | null | null | null | null | null | null | null | 43,864
| 5,695
| 66
| null | null | null | null | null | null | null |
64278db8-24ed-4c82-8b11-a011395857d8
| 2025-05-03T15:58:17
|
iot
|
Vectra AI v5.0.0
|
info
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|info| desc=IoT device Camera sensor_spoofing No additional info
|
{
"geo_location": "Eritrea",
"device_hash": "c93e6aba38b3fbb07af8711a5194d99ea9cfe738c6a18e0346009b11f2962ebf",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 4.0; Trident/5.0)",
"session_id": "6561e385-93ca-46f4-847b-e2cdf022cf01",
"risk_score": 30.94,
"confidence": 0.31
}
| null | null | null | null | null |
No additional info
|
IoT device Camera sensor_spoofing No additional info
|
sensor_spoofing
| null | null | null | null | null | null | null |
Camera
|
iot-0093444f
|
1.4
| null | null | null | null | null | null | null | null | null | null |
b9d96b56-0cd5-43a8-9118-56ecf4bdad71
| 2025-03-11T19:47:43
|
firewall
|
ArcSight v7.4.0
|
medium
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine UDP traffic from 151.133.236.66:207 to 10.56.62.207:147 No additional info
|
{
"geo_location": "Cook Islands",
"device_hash": "584657daeb149261e2097ed273691a0d",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_6 rv:3.0; ru-UA) AppleWebKit/535.7.5 (KHTML, like Gecko) Version/4.0.2 Safari/535.7.5",
"session_id": "693ae177-1dac-4103-b4d9-96e6efb2849b",
"risk_score": 52.6,
"confidence": 0.31
}
|
151.133.236.66
|
10.56.62.207
| null | null | null |
No additional info
|
Firewall quarantine UDP traffic from 151.133.236.66:207 to 10.56.62.207:147 No additional info
|
quarantine
| 769,534
|
UDP
| null | null | null | null | null | null | null | null | 207
| 147
| 3,570
| null | null | null | null | null | null | null |
f445e9af-8ce1-46e3-a26a-a51af059cf1f
| 2025-06-23T15:10:10
|
firewall
|
Wazuh v4.5.0
|
medium
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall deny HTTPS traffic from 213.52.226.165:36 to 131.159.190.210:270 MITRE Technique: T1059.005 | Geo anomaly: Impossible travel detected
|
{
"geo_location": "Congo",
"device_hash": "5be220e1d36767bd55b6db80eeb093ce6ac84b80c79731d2c4a8c3cebe591c71",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 4_3_5 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) FxiOS/13.9p5874.0 Mobile/83R005 Safari/533.1",
"session_id": "aea9f288-3976-486e-902e-9865d169fbaf",
"risk_score": 55.38,
"confidence": 0.65
}
|
213.52.226.165
|
131.159.190.210
| null | null | null |
MITRE Technique: T1059.005 | Geo anomaly: Impossible travel detected
|
Firewall deny HTTPS traffic from 213.52.226.165:36 to 131.159.190.210:270 MITRE Technique: T1059.005 | Geo anomaly: Impossible travel detected
|
deny
| 631,889
|
HTTPS
| null | null | null | null | null | null | null | null | 36
| 270
| 1,584
| null | null | null | null | null | null | null |
abbb5140-8d26-4ffe-977d-a307665f17d7
| 2025-04-04T08:05:10
|
endpoint
|
Wazuh v4.5.0
|
critical
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec break by eileendixon No additional info
|
{
"geo_location": "Taiwan",
"device_hash": "45332a9bc750f928e734a30481cdedb3f4fdb16a",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/535.17.5 (KHTML, like Gecko) Version/4.1 Safari/535.17.5",
"session_id": "1f61f3fe-28e8-4382-8e8e-310aa3cb9abf",
"risk_score": 75.87,
"confidence": 0.29
}
| null | null | null | null | null |
No additional info
|
Endpoint wmi_exec break by eileendixon No additional info
|
wmi_exec
| null | null |
eileendixon
|
break
| 4,775
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b2a50227-7393-4038-851c-96ca74b48318
| 2025-06-11T13:04:59
|
endpoint
|
ArcSight v7.4.0
|
critical
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint file_access structure by juancarr MITRE Technique: T1059.001
|
{
"geo_location": "Panama",
"device_hash": "31075a58b276fbabfdc33bc5c4356353ea92e098",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/4.0)",
"session_id": "cce17c7a-0af6-4516-a4b9-1b68ad391341",
"risk_score": 48.1,
"confidence": 0.85
}
| null | null | null | null | null |
MITRE Technique: T1059.001
|
Endpoint file_access structure by juancarr MITRE Technique: T1059.001
|
file_access
| null | null |
juancarr
|
structure
| 392
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cbf11315-f445-4b6e-9e8f-8ca77505cc18
| 2025-05-07T20:23:13
|
ai
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|info| desc=AI system model_access by leenoah MITRE Technique: T1059.005
|
{
"geo_location": "Japan",
"device_hash": "311a48a4991f836fa7082498d76a73c863c0704d",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; cy-GB; rv:1.9.0.20) Gecko/5074-07-12 12:11:01 Firefox/3.8",
"session_id": "3a871c87-e655-4f1e-aa37-01e23d19c8fe",
"risk_score": 23.53,
"confidence": 0.75
}
| null | null | null | null | null |
MITRE Technique: T1059.005
|
AI system model_access by leenoah MITRE Technique: T1059.005
|
model_access
| null | null |
leenoah
| null | null | null |
{
"baseline_deviation": 1.55,
"entropy": 2.68,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null |
model-3baac1e2
|
00fdd88d98562d199336efef200e507abb885ba2
|
74dd0b50973766829dd358e4d51201888d8d476f14d7f8e2523990fbd7408a07
| null | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.