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
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
e20e9a8e-6b75-4065-9a02-e46c4a430b19
| 2025-04-03T10:49:11
|
cloud
|
Splunk v9.0.2
|
high
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|high| desc=Cloud storage_access in OCI by mathismartin No additional info
|
{
"geo_location": "Niger",
"device_hash": "6fe33da154f1d8ab585763cbd9b16792568bcf92810a343b2251a36189b3bfe8",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 9_3_6 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) FxiOS/17.4x3497.0 Mobile/28S009 Safari/531.0",
"session_id": "013a0086-6e22-4248-8b54-737168449569",
"risk_score": 59.58,
"confidence": 0.04
}
| null | null | null | null | null |
No additional info
|
Cloud storage_access in OCI by mathismartin No additional info
|
storage_access
| null | null |
mathismartin
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-5e5a813b
|
25d5901f-9d26-430c-b6ce-c466141cb995
| 2025-04-27T15:04:06
|
ai
|
Zeek v5.0.0
|
critical
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by ashley42 No additional info
|
{
"geo_location": "China",
"device_hash": "ac6a1ba844940f1650c93975a4d2ba871773ad708fae237014caadb361182471",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; lv-LV) AppleWebKit/533.23.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6533.23.1",
"session_id": "5fec80dc-623f-4308-9f04-ae1d95cf6302",
"risk_score": 34.83,
"confidence": 0.64
}
| null | null | null | null | null |
No additional info
|
AI system fine_tuning by ashley42 No additional info
|
fine_tuning
| null | null |
ashley42
| null | null | null | null | null | null | null | null | null | null | null | null |
model-607d4c93
|
e65064dabae910f225333799f2c687049b7fa6c6
|
17531ab6e7a75382719b2f956394f635c14d2d93
| null | null |
db8cce69-e316-436d-b8e7-ff9e8c0e0b69
| 2025-07-03T10:00:04
|
auth
|
QRadar v7.5.0
|
high
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|high| desc=Auth bypass for wilsonjulie via passwordless from 119.154.185.115 No additional info
|
{
"geo_location": "Bhutan",
"device_hash": "ac410253bffe28a1b761a7edab4a2d4a",
"user_agent": "Mozilla/5.0 (Android 2.3.4; Mobile; rv:63.0) Gecko/63.0 Firefox/63.0",
"session_id": "ec17ef67-0b6a-4da9-94bc-ee5ebb913cfa",
"risk_score": 81.83,
"confidence": 0.95
}
|
119.154.185.115
| null | null | null | null |
No additional info
|
Auth bypass for wilsonjulie via passwordless from 119.154.185.115 No additional info
|
bypass
| null | null |
wilsonjulie
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
5e:e5:6d:c8:4d:ba
| null | null | null | null | null |
cff9fdf2-92f1-4bd3-9173-98da14173499
| 2025-02-13T21:34:22
|
auth
|
Carbon Black v7.8.0
|
medium
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|medium| desc=Auth locked for fholland via OAuth from 222.172.142.65 MITRE Technique: T1190
|
{
"geo_location": "Saint Kitts and Nevis",
"device_hash": "e713afb32f8023a6741509a7c11f119d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/3.0)",
"session_id": "f91e32f2-6819-41af-9456-aad7b71a7840",
"risk_score": 94.11,
"confidence": 0.2
}
|
222.172.142.65
| null | null | null | null |
MITRE Technique: T1190
|
Auth locked for fholland via OAuth from 222.172.142.65 MITRE Technique: T1190
|
locked
| null | null |
fholland
| null | null | null | null | null | null | null | null | null | null |
OAuth
|
a1:73:5f:53:5e:ac
| null | null | null | null | null |
4b892c4e-9225-4294-bd39-af8b5fbccd54
| 2025-04-26T00:20:21
|
endpoint
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop /sometimes/pick.css by baileyjonathan No additional info
|
{
"geo_location": "United Kingdom",
"device_hash": "cffa064692df3ea0045156ff1b4b00607e7ec2a1",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_6) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/16.0.834.0 Safari/535.2",
"session_id": "31cb1d38-4c8a-4971-a3a4-453418c6a72f",
"risk_score": 78.51,
"confidence": 0.16
}
| null | null | null | null | null |
No additional info
|
Endpoint process_stop /sometimes/pick.css by baileyjonathan No additional info
|
process_stop
| null | null |
baileyjonathan
|
/sometimes/pick.css
| 165
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fb624e44-a39d-4a09-9017-f89d8b8d6ca9
| 2025-05-15T23:08:40
|
network
|
LogRhythm v7.5.0
|
medium
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|medium| desc=Network protocol_anomaly from 56.68.133.206 to 11.61.69.209 No additional info noise=4DC229A1
|
{
"geo_location": "North Macedonia",
"device_hash": "4120bdfed3bfd1a9d768b043abea2f170d661a081e24d13af3e357950b0e92ce",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/531.36.5 (KHTML, like Gecko) Version/4.0.5 Safari/531.36.5",
"session_id": "76416635-4bac-4096-bd98-b3855641cdc8",
"risk_score": 39.69,
"confidence": 0.21
}
|
56.68.133.206
|
11.61.69.209
| null | null | null |
No additional info
|
Network protocol_anomaly from 56.68.133.206 to 11.61.69.209 No additional info
|
protocol_anomaly
| 516,300
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8102daf4-e4fb-481a-936d-3a95cfbc3e8e
| 2025-05-15T02:34:38
|
auth
|
QRadar v7.5.0
|
info
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|info| desc=Auth challenge for donnaguerrero via passwordless from 10.133.235.94 MITRE Technique: T1204.002 noise=wp-content/search/app
|
{
"geo_location": "Egypt",
"device_hash": "d48c1f190d176eb891da21fe7fa089fa",
"user_agent": "Opera/8.46.(Windows NT 5.1; iw-IL) Presto/2.9.183 Version/10.00",
"session_id": "b6c73b49-d8f9-4dad-8c78-c4f54d2314a7",
"risk_score": 32.55,
"confidence": 0.24
}
|
10.133.235.94
| null | null | null | null |
MITRE Technique: T1204.002
|
Auth challenge for donnaguerrero via passwordless from 10.133.235.94 MITRE Technique: T1204.002
|
challenge
| null | null |
donnaguerrero
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
9b:64:90:1f:79:33
| null | null | null | null | null |
269f97d1-64d2-438a-974b-dd6959aaa831
| 2025-03-28T15:23:06
|
ai
|
Microsoft Sentinel v1.0.0
|
high
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|high| desc=AI system model_access by harringtonmargaret No additional info noise=064FA74B
|
{
"geo_location": "French Guiana",
"device_hash": "29b19019ce79e1737ed787a62333778d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 4.0; Trident/4.1)",
"session_id": "a94fe48a-2172-4bc9-ab91-9fa798f99ffa",
"risk_score": 65.61,
"confidence": 0.77
}
| null | null | null | null | null |
No additional info
|
AI system model_access by harringtonmargaret No additional info
|
model_access
| null | null |
harringtonmargaret
| null | null | null | null | null | null | null | null | null | null | null | null |
model-f6b1810e
|
bcac25767103ab9de752cf75c21462fd4b80f6ea
|
abc494a51b398d0de5db3ae515eafac9
| null | null |
cd9f6e07-e1d3-4625-b5b6-05d0cfac003f
| 2025-05-11T01:18:05
|
network
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|high| desc=Network disconnection from 46.53.48.178 to 162.221.113.153 MITRE Technique: T1059.001
|
{
"geo_location": "North Korea",
"device_hash": "011f0361100d7637a426cf9065ebc6962f5ea5eb",
"user_agent": "Opera/8.38.(Windows NT 6.2; pap-CW) Presto/2.9.176 Version/12.00",
"session_id": "6d5b10f2-7946-4962-8f18-589557163fcc",
"risk_score": 0,
"confidence": 0.47
}
|
46.53.48.178
|
162.221.113.153
| null | null | null |
MITRE Technique: T1059.001
|
Network disconnection from 46.53.48.178 to 162.221.113.153 MITRE Technique: T1059.001
|
disconnection
| 763,815
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
47ebff9d-379b-4706-9005-6ed4bceb7e63
| 2025-03-30T08:57:13
|
cloud
|
OSSEC v3.7.0
|
low
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in AWS by coffeykenneth Associated Threat Actor: APT29
|
{
"geo_location": "Belgium",
"device_hash": "c3b2ee88847bab9d0a9966e1f8d1a2703a1fae4c87d01930b94f89d889a626a8",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1_2 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) FxiOS/17.4g9073.0 Mobile/84S706 Safari/533.0",
"session_id": "1d126db3-c47a-4a58-9f8e-788e2e18f5a9",
"risk_score": 28.46,
"confidence": 0.37
}
| null | null | null | null | null |
Associated Threat Actor: APT29
|
Cloud lambda_execution in AWS by coffeykenneth Associated Threat Actor: APT29
|
lambda_execution
| null | null |
coffeykenneth
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-cd81c01d
|
de0570eb-f04a-443d-b4d5-63c6d21b2894
| 2025-03-09T11:13:04
|
ids_alert
|
LogRhythm v7.5.0
|
medium
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|medium| desc=LogRhythm Alert: DNS Tunneling detected from 10.141.35.82 targeting 10.38.17.175 No additional info
|
{
"geo_location": "Russia",
"device_hash": "dc066a7b4632c9033617d6f3b69cf171673dbbfc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.0; Trident/5.0)",
"session_id": "c05d454f-c0c5-4162-9255-f209145785e4",
"risk_score": 15.93,
"confidence": 0.36
}
|
10.141.35.82
|
10.38.17.175
|
DNS Tunneling
|
SIG-4575
|
Evasion
|
No additional info
|
LogRhythm Alert: DNS Tunneling detected from 10.141.35.82 targeting 10.38.17.175 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
59e8039e-07f9-47e2-837c-46acfc5a19a5
| 2025-02-25T11:11:17
|
ids_alert
|
Suricata v6.0.10
|
critical
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|critical| desc=Suricata Alert: DNS Tunneling detected from 10.48.126.141 targeting N/A No additional info
|
{
"geo_location": "Chad",
"device_hash": "bc09b846cc5178d85c380f3f4ae117887a4fcc17",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_2_1 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) CriOS/17.0.808.0 Mobile/72L111 Safari/535.2",
"session_id": "16a7080c-75d9-4f64-a1ce-ca8906080fc5",
"risk_score": 11.83,
"confidence": 0.37
}
|
10.48.126.141
|
N/A
|
DNS Tunneling
|
SIG-9607
|
Exploit
|
No additional info
|
Suricata Alert: DNS Tunneling detected from 10.48.126.141 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 |
39146aa2-1d09-469b-a929-bd04ffd7ac9f
| 2025-07-02T04:40:25
|
network
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|high| desc=Network disconnection from 41.70.216.60 to 169.21.65.154 No additional info
|
{
"geo_location": "Sudan",
"device_hash": "092bdf420509eb7a700c04810fafd4bfbbd76b9c",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_2 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) CriOS/43.0.889.0 Mobile/41M896 Safari/535.0",
"session_id": "7ec9c9ff-a68e-4d3d-86a7-402d3cc1a8f8",
"risk_score": 54.4,
"confidence": 0.13
}
|
41.70.216.60
|
169.21.65.154
| null | null | null |
No additional info
|
Network disconnection from 41.70.216.60 to 169.21.65.154 No additional info
|
disconnection
| 316,528
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d49d2627-52e4-4c1c-bc9f-0a4751367e8d
| 2025-04-04T15:26:21
|
firewall
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|info| desc=Firewall quarantine HTTPS traffic from 167.117.147.58:59666 to 10.26.10.176:699 MITRE Technique: T1110.003 | Geo anomaly: Impossible travel detected
|
{
"geo_location": "Georgia",
"device_hash": "45f0146c4f7c820b18cd3d258d827073",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_9 rv:4.0; iu-CA) AppleWebKit/532.40.7 (KHTML, like Gecko) Version/4.1 Safari/532.40.7",
"session_id": "f1d13f40-b04e-4b81-b73d-e4bac3db1999",
"risk_score": 78.59,
"confidence": 0.77
}
|
167.117.147.58
|
10.26.10.176
| null | null | null |
MITRE Technique: T1110.003 | Geo anomaly: Impossible travel detected
|
Firewall quarantine HTTPS traffic from 167.117.147.58:59666 to 10.26.10.176:699 MITRE Technique: T1110.003 | Geo anomaly: Impossible travel detected
|
quarantine
| 149,075
|
HTTPS
| null | null | null | null |
{
"baseline_deviation": 2.62,
"entropy": 6.53,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | 59,666
| 699
| 352
| null | null | null | null | null | null | null |
bbf0a5f5-bc65-4119-afe3-94a51dafffcc
| 2025-03-24T00:29:32
|
network
|
OSSEC v3.7.0
|
critical
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|critical| desc=Network protocol_anomaly from 51.76.212.201 to 35.53.195.183 No additional info
|
{
"geo_location": "Central African Republic",
"device_hash": "06f8355d1f80af3d3fa4057613018f65cfe0e5e942c9916a6ea4a87f8bce66d3",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_5) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/25.0.809.0 Safari/534.2",
"session_id": "e0aa0c7f-b7f8-4ad8-a3f8-ae4cb1decb98",
"risk_score": 30.96,
"confidence": 0.6
}
|
51.76.212.201
|
35.53.195.183
| null | null | null |
No additional info
|
Network protocol_anomaly from 51.76.212.201 to 35.53.195.183 No additional info
|
protocol_anomaly
| 795,007
|
UDP
| null | null | null | null |
{
"baseline_deviation": 0.51,
"entropy": 7,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
5e9b0fc2-74b0-46f9-877a-f8f5d7f7f6ec
| 2025-06-08T07:32:22
|
ids_alert
|
Darktrace v6.0.0
|
emergency
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Darktrace Alert: ICS Attack detected from 154.51.255.196 targeting N/A No additional info noise=category/main
|
{
"geo_location": "Oman",
"device_hash": "6d32a54460c2b85fcdffd30d5715998be55c7ebdbfb6ff91e17b8605e2cb6478",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_3 rv:5.0; kk-KZ) AppleWebKit/533.9.3 (KHTML, like Gecko) Version/4.1 Safari/533.9.3",
"session_id": "cc2998f8-053e-46a6-841e-37ded3090295",
"risk_score": 0,
"confidence": 0.85
}
|
154.51.255.196
|
N/A
|
ICS Attack
|
SIG-1654
|
Evasion
|
No additional info
|
Darktrace Alert: ICS Attack detected from 154.51.255.196 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 |
6ee47a36-acfc-4acb-9435-cb64c703aeac
| 2025-03-07T03:31:17
|
ai
|
Zeek v5.0.0
|
low
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|low| desc=AI system api_abuse by awade No additional info
|
{
"geo_location": "Spain",
"device_hash": "179ee8f79f4db156b06a63dacb9a2904",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.0; Trident/3.1)",
"session_id": "7bc5d432-6d3f-4654-8f7c-c28890fefc66",
"risk_score": 81.73,
"confidence": 0.75
}
| null | null | null | null | null |
No additional info
|
AI system api_abuse by awade No additional info
|
api_abuse
| null | null |
awade
| null | null | null | null | null | null | null | null | null | null | null | null |
model-045614d4
|
2534c2b753c643f42796badd35fb132bd24159c19c0820d7cc2d1acf4480a309
|
b83ea27f8fffcda9bc0f55a68a0036dc90f85ba559aee160dcb65dc01c8fb604
| null | null |
6539f825-ccc8-4466-83ed-25c6b27dee45
| 2025-03-16T09:49:20
|
firewall
|
Carbon Black v7.8.0
|
low
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only SMB traffic from 45.140.192.165:732 to 111.136.30.111:98 No additional info
|
{
"geo_location": "Iceland",
"device_hash": "ace0dff46d1e2578a5a1de6fadab71e0",
"user_agent": "Opera/9.62.(Windows NT 10.0; wae-CH) Presto/2.9.181 Version/10.00",
"session_id": "7d6e23e3-739e-41e6-8e0f-a794f03a3afc",
"risk_score": 70.59,
"confidence": 0.49
}
|
45.140.192.165
|
111.136.30.111
| null | null | null |
No additional info
|
Firewall log-only SMB traffic from 45.140.192.165:732 to 111.136.30.111:98 No additional info
|
log-only
| 443,293
|
SMB
| null | null | null | null | null | null | null | null | 732
| 98
| 3,050
| null | null | null | null | null | null | null |
c851fb59-fa8b-459a-ae75-89b41f0bda59
| 2025-05-08T14:43:04
|
endpoint
|
CrowdStrike v6.45.0
|
critical
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint process_stop /wonder/hair.mov by cruzrebecca No additional info
|
{
"geo_location": "Ecuador",
"device_hash": "475320cc473ce556ddab5f89135ed501db472bb9",
"user_agent": "Opera/9.53.(X11; Linux i686; apn-IN) Presto/2.9.184 Version/12.00",
"session_id": "c524bfb7-1bb4-4e27-a718-3bc16f0686ea",
"risk_score": 26.34,
"confidence": 0.83
}
| null | null | null | null | null |
No additional info
|
Endpoint process_stop /wonder/hair.mov by cruzrebecca No additional info
|
process_stop
| null | null |
cruzrebecca
|
/wonder/hair.mov
| 8,699
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
64af2b4c-4202-44f0-b952-733e7743e554
| 2025-02-21T07:36:46
|
network
|
Microsoft Sentinel v1.0.0
|
low
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 221.21.82.45 to 105.187.237.102 No additional info
|
{
"geo_location": "Tunisia",
"device_hash": "de421c4706224ab9e69bdd07900a1a6a093d4b8a9012227551a2f1c434f063d3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/4.1)",
"session_id": "384ff7ca-aaaa-4424-9a08-f31fb3679a61",
"risk_score": 22.02,
"confidence": 0.21
}
|
221.21.82.45
|
105.187.237.102
| null | null | null |
No additional info
|
Network protocol_anomaly from 221.21.82.45 to 105.187.237.102 No additional info
|
protocol_anomaly
| 358,314
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6681b867-7062-48b3-8764-979b2dea1d46
| 2025-07-08T01:10:04
|
auth
|
Palo Alto Cortex v3.0.0
|
info
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|info| desc=Auth failed for brownmichaela via key from 5.187.238.224 No additional info
|
{
"geo_location": "Suriname",
"device_hash": "126fc1756bc23b2679d5f102c7bbcd51db5401b9",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 15_8_2 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) FxiOS/14.0h5896.0 Mobile/83D223 Safari/535.2",
"session_id": "5ad91a61-575c-4150-8346-20b582bb9230",
"risk_score": 42.22,
"confidence": 0.25
}
|
5.187.238.224
| null | null | null | null |
No additional info
|
Auth failed for brownmichaela via key from 5.187.238.224 No additional info
|
failed
| null | null |
brownmichaela
| null | null | null | null | null | null | null | null | null | null |
key
|
40:46:b1:2d:fb:b1
| null | null | null | null | null |
82d91fdd-110b-465b-97a8-fba894d68ef6
| 2025-03-17T13:09:26
|
network
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 154.156.29.58 to 141.4.8.210 No additional info
|
{
"geo_location": "Uganda",
"device_hash": "bca61812e47caad6429a36bb187bce6f0f758542",
"user_agent": "Opera/9.29.(X11; Linux i686; doi-IN) Presto/2.9.180 Version/12.00",
"session_id": "8e380989-e466-4a6b-9863-38fbf3ef478e",
"risk_score": 52.08,
"confidence": 0.42
}
|
154.156.29.58
|
141.4.8.210
| null | null | null |
No additional info
|
Network latency_spike from 154.156.29.58 to 141.4.8.210 No additional info
|
latency_spike
| 801,217
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ebada748-b153-4697-ad23-1ed370a6365e
| 2025-04-01T07:58:33
|
ai
|
Tanium v7.4.0
|
info
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|info| desc=AI system model_access by leecolleen No additional info
|
{
"geo_location": "Cambodia",
"device_hash": "b74b04130168e04202886ed59a4bb76a7e3c51ea6827e3997803e09a457f5f2c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; lzh-TW) AppleWebKit/532.23.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6532.23.3",
"session_id": "509d0f85-e8cb-46e1-8423-3d4167414c5c",
"risk_score": 42.66,
"confidence": 0.09
}
| null | null | null | null | null |
No additional info
|
AI system model_access by leecolleen No additional info
|
model_access
| null | null |
leecolleen
| null | null | null | null | null | null | null | null | null | null | null | null |
model-79acc710
|
249541d461080a5833a96879dabb9a2c2412b7e1288592ee62dc6f0120546ae8
|
8b166906c5c628be881bb7033213e99735e1659d
| null | null |
7fb7b0aa-e3a7-4460-8be7-71519fe157b1
| 2025-03-12T04:06:46
|
ai
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|medium| desc=AI system api_abuse by vschneider No additional info
|
{
"geo_location": "Iran",
"device_hash": "6d7ba5f19c8481e2e0b53bcae8cb0da8d5f18850",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_9; rv:1.9.4.20) Gecko/4028-04-04 15:55:46 Firefox/3.6.14",
"session_id": "51a2bd49-95a2-45a5-84ef-60c3134dac91",
"risk_score": 42.1,
"confidence": 0.51
}
| null | null | null | null | null |
No additional info
|
AI system api_abuse by vschneider No additional info
|
api_abuse
| null | null |
vschneider
| null | null | null | null | null | null | null | null | null | null | null | null |
model-bd653e40
|
d9f5baed4f1670f952978288725ac6d0
|
7a627b38104dce4eb7c812da88952b01
| null | null |
ff5cebd2-3c36-4ec4-ad8d-2de9f8a87e7f
| 2025-03-29T13:52:21
|
auth
|
CrowdStrike v6.45.0
|
low
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|low| desc=Auth challenge for ymoreno via biometric from 85.229.10.145 MITRE Technique: T1071.001 | Associated Threat Actor: APT41
|
{
"geo_location": "Iran",
"device_hash": "63fd66b9521bdbff9120ee309222db3bd6a704585ef0dfc6b2d3409c4f3ee9ef",
"user_agent": "Opera/9.99.(Windows NT 6.2; te-IN) Presto/2.9.170 Version/11.00",
"session_id": "24ae62b5-9962-48f4-b1bb-301a41f30f0c",
"risk_score": 51.91,
"confidence": 0.79
}
|
85.229.10.145
| null | null | null | null |
MITRE Technique: T1071.001 | Associated Threat Actor: APT41
|
Auth challenge for ymoreno via biometric from 85.229.10.145 MITRE Technique: T1071.001 | Associated Threat Actor: APT41
|
challenge
| null | null |
ymoreno
| null | null | null | null | null | null | null | null | null | null |
biometric
|
89:61:90:9c:4e:dd
| null | null | null | null | null |
cf6d13f9-3f7a-448a-8278-32e23bb0996c
| 2025-02-15T15:46:03
|
ai
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|medium| desc=AI system api_abuse by halljohn Associated Threat Actor: Lazarus Group
|
{
"geo_location": "Mozambique",
"device_hash": "eff02ed0114598262494fc13052fe4cc",
"user_agent": "Opera/9.54.(Windows NT 5.1; bs-BA) Presto/2.9.168 Version/11.00",
"session_id": "5df49461-2ffc-4a42-a208-4cee3c109752",
"risk_score": 20.78,
"confidence": 0.93
}
| null | null | null | null | null |
Associated Threat Actor: Lazarus Group
|
AI system api_abuse by halljohn Associated Threat Actor: Lazarus Group
|
api_abuse
| null | null |
halljohn
| null | null | null |
{
"baseline_deviation": 0.51,
"entropy": 5.71,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null |
model-a271810d
|
8a0764e6992194774b4b8b543f600983821c4c81
|
cf270d5ce4c699b909210706aab1b7f7
| null | null |
2446a267-2586-4f37-8920-02a260bf1a1f
| 2025-05-23T22:17:12
|
endpoint
|
Palo Alto Cortex v3.0.0
|
medium
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec should by josephnguyen No additional info
|
{
"geo_location": "Namibia",
"device_hash": "87265cc517d715e198d362c040c680ed",
"user_agent": "Mozilla/5.0 (Android 2.2.1; Mobile; rv:8.0) Gecko/8.0 Firefox/8.0",
"session_id": "ba57d575-f169-4c32-b057-8607ab8af125",
"risk_score": 70.47,
"confidence": 0.03
}
| null | null | null | null | null |
No additional info
|
Endpoint wmi_exec should by josephnguyen No additional info
|
wmi_exec
| null | null |
josephnguyen
|
should
| 7,139
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7076edf9-80b7-4166-b1ec-73f79646e67c
| 2025-05-28T13:41:43
|
auth
|
Microsoft Sentinel v1.0.0
|
info
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|info| desc=Auth bypass for marissahernandez via SAML from 83.198.35.238 MITRE Technique: T1543.003
|
{
"geo_location": "Philippines",
"device_hash": "f0944623f4407326aaf61789c2863435",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 95; Trident/4.1)",
"session_id": "0cdfad6a-4fbb-415f-834c-27fa7ef448b7",
"risk_score": 46.47,
"confidence": 0.29
}
|
83.198.35.238
| null | null | null | null |
MITRE Technique: T1543.003
|
Auth bypass for marissahernandez via SAML from 83.198.35.238 MITRE Technique: T1543.003
|
bypass
| null | null |
marissahernandez
| null | null | null | null | null | null | null | null | null | null |
SAML
|
7b:2f:5e:d6:aa:7d
| null | null | null | null | null |
66c95c34-1ec0-4c5b-b8a2-e67d75b4312e
| 2025-04-11T02:56:19
|
iot
|
Carbon Black v7.8.0
|
high
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat side_channel No additional info
|
{
"geo_location": "United Arab Emirates",
"device_hash": "62c2dd1553c98355a5d2b809074ecb7674253225143608f297d3ae6d721f29d9",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/6928-12-11 09:14:21 Firefox/3.8",
"session_id": "6c484e73-47c3-41eb-bab1-c38fc41f34d3",
"risk_score": 50.46,
"confidence": 0.86
}
| null | null | null | null | null |
No additional info
|
IoT device Thermostat side_channel No additional info
|
side_channel
| null | null | null | null | null | null |
{
"baseline_deviation": 2.82,
"entropy": 7.42,
"frequency_anomaly": true,
"sequence_anomaly": true
}
|
Thermostat
|
iot-f8cd4560
|
9.1
| null | null | null | null | null | null | null | null | null | null |
730916d7-c142-4871-95e4-8a6fc91789c1
| 2025-01-23T16:20:32
|
ids_alert
|
Trellix v10.7.0
|
low
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|low| desc=Trellix Alert: Domain Fronting detected from 118.61.56.134 targeting N/A MITRE Technique: T1053.005 | Unconventional IOC: Bios timestamp anomalies
|
{
"geo_location": "Guam",
"device_hash": "9dd01a529b8b5caf3039732342a0e5f93d88cb9e",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/18.0.882.0 Safari/535.2",
"session_id": "6314f36c-3d43-4097-a72f-1306d0465c10",
"risk_score": 35.3,
"confidence": 0.46
}
|
118.61.56.134
|
N/A
|
Domain Fronting
|
SIG-7545
|
Exploit
|
MITRE Technique: T1053.005 | Unconventional IOC: Bios timestamp anomalies
|
Trellix Alert: Domain Fronting detected from 118.61.56.134 targeting N/A MITRE Technique: T1053.005 | Unconventional IOC: Bios timestamp anomalies
| null | null | null | null | null | null | null |
{
"baseline_deviation": 2.66,
"entropy": 7.03,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
19ae147a-23ef-48d0-bdd9-d1488f1383b1
| 2025-04-22T09:49:01
|
iot
|
Microsoft Sentinel v1.0.0
|
critical
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC side_channel No additional info noise=posts/explore
|
{
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "56eb233911cdf73cfe75bcc89b0ce2dd79ee8fbee010cf15d832e703ccae92a0",
"user_agent": "Mozilla/5.0 (Windows 95) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/51.0.828.0 Safari/531.2",
"session_id": "ce0468f0-94f8-4fd2-a101-fd4efd2addb0",
"risk_score": 75.54,
"confidence": 0.04
}
| 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-bbc89b47
|
8.7
| null | null | null | null | null | null | null | null | null | null |
e9cc23d0-7cb9-4f8f-8186-41fb60912886
| 2025-02-18T08:38:43
|
endpoint
|
Darktrace v6.0.0
|
info
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint service_install reveal by markbenson No additional info
|
{
"geo_location": "Niger",
"device_hash": "d949f66cc4d7cf62539f2330ab33dea35753b55b2684cad16dbe124de228bdca",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_1; rv:1.9.4.20) Gecko/4665-10-17 06:41:32 Firefox/3.6.7",
"session_id": "e6167be7-57f5-4fdc-b351-71f546143f7f",
"risk_score": 57.62,
"confidence": 0.72
}
| null | null | null | null | null |
No additional info
|
Endpoint service_install reveal by markbenson No additional info
|
service_install
| null | null |
markbenson
|
reveal
| 1,052
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ec1e754c-9b3a-411b-a020-9adbfc9dae57
| 2025-04-05T21:35:44
|
firewall
|
Darktrace v6.0.0
|
low
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine NTP traffic from 203.12.59.166:394 to 62.157.159.92:961 No additional info
|
{
"geo_location": "Georgia",
"device_hash": "39ad97a794e89ec862ab99a6e586159f5196f3b6",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; az-IN; rv:1.9.0.20) Gecko/6052-05-10 06:19:57 Firefox/10.0",
"session_id": "c004a94d-007b-4463-b266-af7871ca9ae1",
"risk_score": 47.41,
"confidence": 0.03
}
|
203.12.59.166
|
62.157.159.92
| null | null | null |
No additional info
|
Firewall quarantine NTP traffic from 203.12.59.166:394 to 62.157.159.92:961 No additional info
|
quarantine
| 697,832
|
NTP
| null | null | null | null | null | null | null | null | 394
| 961
| 368
| null | null | null | null | null | null | null |
0c00e176-53b4-46c4-8b7b-8006511445f7
| 2023-06-07T15:51:07
|
cloud
|
Snort v2.9.20
|
info
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|info| desc=Cloud shadow_it in OCI by andrewstanya Unconventional IOC: Unusual DNS TXT records
|
{
"geo_location": "Pakistan",
"device_hash": "4084106c3f99697f2448aa5a5a2eab1b",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/42.0.818.0 Safari/536.2",
"session_id": "af3e6834-bb76-4c89-a748-7ee72a56c685",
"risk_score": 47.88,
"confidence": 0.18
}
| null | null | null | null | null |
Unconventional IOC: Unusual DNS TXT records
|
Cloud shadow_it in OCI by andrewstanya Unconventional IOC: Unusual DNS TXT records
|
shadow_it
| null | null |
andrewstanya
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-9cc74056
|
6d95ee82-7044-45e6-a532-87b2ea38b96e
| 2025-06-05T01:10:13
|
cloud
|
Vectra AI v5.0.0
|
medium
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud instance_creation in Azure by dennis11 Associated Threat Actor: FIN7
|
{
"geo_location": "Belgium",
"device_hash": "c6c05dfc4cff96c89e8c99348b52e540",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/30.0.880.0 Safari/535.2",
"session_id": "bf2c07d8-ed02-4143-9a70-d7ab2e0102ac",
"risk_score": 32.91,
"confidence": 0.79
}
| null | null | null | null | null |
Associated Threat Actor: FIN7
|
Cloud instance_creation in Azure by dennis11 Associated Threat Actor: FIN7
|
instance_creation
| null | null |
dennis11
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-b0569198
|
85175f72-0fe9-49bd-a6bb-a061af1a599d
| 2025-06-23T23:50:58
|
ids_alert
|
ArcSight v7.4.0
|
medium
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|medium| desc=ArcSight Alert: Port Scan detected from 133.136.43.152 targeting N/A Associated Threat Actor: Mustang Panda
|
{
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "343d7066d76338232c585c1b276e2b0ab62de6d8c118aae57257f8b19d5abd27",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.0; Trident/5.1)",
"session_id": "4a04d546-629d-41db-bd3a-c4c248427c35",
"risk_score": 78.59,
"confidence": 0.4
}
|
133.136.43.152
|
N/A
|
Port Scan
|
SIG-2319
|
Policy
|
Associated Threat Actor: Mustang Panda
|
ArcSight Alert: Port Scan detected from 133.136.43.152 targeting N/A Associated Threat Actor: Mustang Panda
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ee41bac6-5554-4787-b7c5-4e299d506a63
| 2025-07-01T09:30:32
|
endpoint
|
Splunk v9.0.2
|
high
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start /move/medical.numbers by orodriguez MITRE Technique: T1059.005 | Associated Threat Actor: TA505
|
{
"geo_location": "Bolivia",
"device_hash": "61ec2d82f8018598652a53e24a9f809364188a8e939ff8befc8555a657a467c2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/4.0)",
"session_id": "489af7c3-28d1-499c-8c29-cf996f3950f5",
"risk_score": 75.81,
"confidence": 0.55
}
| null | null | null | null | null |
MITRE Technique: T1059.005 | Associated Threat Actor: TA505
|
Endpoint process_start /move/medical.numbers by orodriguez MITRE Technique: T1059.005 | Associated Threat Actor: TA505
|
process_start
| null | null |
orodriguez
|
/move/medical.numbers
| 7,008
|
explorer.exe
|
{
"baseline_deviation": 1.49,
"entropy": 4.47,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
3ba443dd-85b6-4e98-96b7-0cbb7f9b0f6e
| 2025-04-26T18:41:03
|
endpoint
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection /region/school.mov by lhall MITRE Technique: T1053.005 noise=SGVhbHRoLg==
|
{
"geo_location": "Rwanda",
"device_hash": "8435799f025a531b10ec6c346958763e4d445dc30c306dffc42e80c9943efa52",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/2261-02-21 03:24:45 Firefox/3.6.14",
"session_id": "78088aa7-0fb0-4c4d-ba35-6141da945c7f",
"risk_score": 56,
"confidence": 0.13
}
| null | null | null | null | null |
MITRE Technique: T1053.005
|
Endpoint memory_injection /region/school.mov by lhall MITRE Technique: T1053.005
|
memory_injection
| null | null |
lhall
|
/region/school.mov
| 6,702
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6c205efd-f951-4bad-9bc7-dbab38fa51e2
| 2025-06-04T05:55:50
|
auth
|
FireEye HX v4.5.0
|
medium
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth failed for alexanderboyle via SAML from 129.112.23.110 MITRE Technique: T1059.001 noise=main/tag/wp-content
|
{
"geo_location": "Cuba",
"device_hash": "a0df5ada9ea64d658da18ed96ea1f7cf",
"user_agent": "Mozilla/5.0 (Windows NT 11.0; ro-RO; rv:1.9.2.20) Gecko/4102-12-09 03:57:38 Firefox/3.6.14",
"session_id": "6e18ee00-f291-4c67-a74e-acbedb2916fb",
"risk_score": 60.17,
"confidence": 0.72
}
|
129.112.23.110
| null | null | null | null |
MITRE Technique: T1059.001
|
Auth failed for alexanderboyle via SAML from 129.112.23.110 MITRE Technique: T1059.001
|
failed
| null | null |
alexanderboyle
| null | null | null | null | null | null | null | null | null | null |
SAML
|
23:bb:17:68:ae:15
| null | null | null | null | null |
6fe5241a-e67e-4779-9c0c-6d12be4987fe
| 2025-07-01T09:53:35
|
ids_alert
|
OSSEC v3.7.0
|
high
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|high| desc=OSSEC Alert: MFA Bypass detected from 13.42.230.137 targeting 157.40.72.122 No additional info
|
{
"geo_location": "Lesotho",
"device_hash": "e107dfaa34a4832485cb999b3077f138a9f6e0a64aecea0e51d7c426157bb64d",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/2724-08-30 05:23:42 Firefox/3.6.4",
"session_id": "7f929724-9007-4f9f-b499-b0b3b14f04ab",
"risk_score": 76.86,
"confidence": 0.21
}
|
13.42.230.137
|
157.40.72.122
|
MFA Bypass
|
SIG-7333
|
Recon
|
No additional info
|
OSSEC Alert: MFA Bypass detected from 13.42.230.137 targeting 157.40.72.122 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
34348f0c-3d54-4328-95d8-1c5ccf2d5f77
| 2025-01-19T21:48:59
|
auth
|
Tanium v7.4.0
|
high
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|high| desc=Auth challenge for xnorton via biometric from 74.13.210.93 MITRE Technique: T1053.005
|
{
"geo_location": "Aruba",
"device_hash": "59860e2eed79a75642c78afc7fbe1ca3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 95; Trident/5.1)",
"session_id": "a9b467b9-89f5-4934-bd59-1297f8906154",
"risk_score": 68.73,
"confidence": 0.04
}
|
74.13.210.93
| null | null | null | null |
MITRE Technique: T1053.005
|
Auth challenge for xnorton via biometric from 74.13.210.93 MITRE Technique: T1053.005
|
challenge
| null | null |
xnorton
| null | null | null | null | null | null | null | null | null | null |
biometric
|
2c:74:26:cf:fe:78
| null | null | null | null | null |
005c15ff-c999-45ac-a189-94df1885f2c9
| 2025-03-26T16:54:34
|
ai
|
FireEye HX v4.5.0
|
low
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|low| desc=AI system adversarial_input by zpena No additional info
|
{
"geo_location": "Faroe Islands",
"device_hash": "c5a71072f2d018783a392e1db5bd181702493392",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_7; rv:1.9.4.20) Gecko/5171-07-27 15:55:40 Firefox/3.6.3",
"session_id": "555e4865-6f67-4a59-8805-f3bdf7bf92bb",
"risk_score": 57.52,
"confidence": 0.28
}
| null | null | null | null | null |
No additional info
|
AI system adversarial_input by zpena No additional info
|
adversarial_input
| null | null |
zpena
| null | null | null | null | null | null | null | null | null | null | null | null |
model-05b61186
|
0eba49d10337ea5809a5edcfb4ab7443
|
c634a32767861aaee2f5d891eeaf5900f5484e01457c8520ffe4e4f02c157e12
| null | null |
ca33d41d-62f3-4343-ae12-90d068fcfb32
| 2025-04-21T00:18:55
|
network
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|high| desc=Network bandwidth_usage from 20.2.6.126 to 10.30.70.93 MITRE Technique: T1053.005 | Unconventional IOC: TPM attestation failures
|
{
"geo_location": "Syrian Arab Republic",
"device_hash": "363df1d2013335f8c7dffef1978af05bde77498893d444d16751e9cf170944b4",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/534.28.1 (KHTML, like Gecko) Version/5.0.4 Safari/534.28.1",
"session_id": "e5e2456b-1a8f-46a3-b29e-269dcbc76347",
"risk_score": 42.24,
"confidence": 0.98
}
|
20.2.6.126
|
10.30.70.93
| null | null | null |
MITRE Technique: T1053.005 | Unconventional IOC: TPM attestation failures
|
Network bandwidth_usage from 20.2.6.126 to 10.30.70.93 MITRE Technique: T1053.005 | Unconventional IOC: TPM attestation failures
|
bandwidth_usage
| 806,868
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7ed3cc40-c213-43c7-a9ea-8bbf8512df22
| 2027-06-27T20:14:29
|
firewall
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall inspect RDP traffic from 172.112.53.57:509 to 157.0.207.37:551 No additional info
|
{
"geo_location": "North Macedonia",
"device_hash": "107aa739764fd56885f491148603b9b3",
"user_agent": "Opera/9.96.(Windows 98; Win 9x 4.90; sq-AL) Presto/2.9.185 Version/11.00",
"session_id": "baa62796-fe06-41e6-8c17-d0b963d6cc77",
"risk_score": 51.24,
"confidence": 0.73
}
|
172.112.53.57
|
157.0.207.37
| null | null | null |
No additional info
|
Firewall inspect RDP traffic from 172.112.53.57:509 to 157.0.207.37:551 No additional info
|
inspect
| 415,655
|
RDP
| null | null | null | null |
{
"baseline_deviation": 2.64,
"entropy": 3.34,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | 509
| 551
| 2,252
| null | null | null | null | null | null | null |
09b03ef4-a877-449b-8a40-7777e4f08165
| 2025-04-14T10:19:51
|
endpoint
|
Zeek v5.0.0
|
low
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint wmi_exec dinner by walkerzachary Associated Threat Actor: Kimsuky
|
{
"geo_location": "Samoa",
"device_hash": "7ab46ecac8330a3b45f446db89223dc66b1dc7cc",
"user_agent": "Opera/8.46.(Windows 95; mn-MN) Presto/2.9.190 Version/12.00",
"session_id": "1dd87f21-f689-4419-9cf5-84b5c77c0465",
"risk_score": 49.23,
"confidence": 0.98
}
| null | null | null | null | null |
Associated Threat Actor: Kimsuky
|
Endpoint wmi_exec dinner by walkerzachary Associated Threat Actor: Kimsuky
|
wmi_exec
| null | null |
walkerzachary
|
dinner
| 567
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
19b99c3c-9ffa-4cc9-b5c6-7e4c98c851ad
| 2025-01-16T17:20:46
|
iot
|
Tanium v7.4.0
|
medium
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical unusual_activity No additional info
|
{
"geo_location": "Iran",
"device_hash": "729c822a92906789b3e51f5f9b879a4b",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; ar-EG; rv:1.9.2.20) Gecko/8919-04-24 23:19:07 Firefox/10.0",
"session_id": "5790a96c-c132-4874-8989-231750c69990",
"risk_score": 4.91,
"confidence": 0.84
}
| null | null | null | null | null |
No additional info
|
IoT device Medical unusual_activity No additional info
|
unusual_activity
| null | null | null | null | null | null |
{
"baseline_deviation": 0.92,
"entropy": 5.65,
"frequency_anomaly": true,
"sequence_anomaly": true
}
|
Medical
|
iot-b2ac2a06
|
2.0
| null | null | null | null | null | null | null | null | null | null |
cfb030df-062e-45b5-98e9-96155b5746e3
| 2025-07-04T10:11:42
|
ids_alert
|
Trellix v10.7.0
|
high
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|high| desc=Trellix Alert: Zero-Day Exploit detected from 45.246.109.209 targeting N/A No additional info noise=major|institution|best
|
{
"geo_location": "Burundi",
"device_hash": "aca64186f2c5a689ed4ed679aa1f0a8f7126ef42",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.2; Trident/4.1)",
"session_id": "da958b17-ba37-4898-8871-66bc84658fd5",
"risk_score": 36.23,
"confidence": 0.55
}
|
45.246.109.209
|
N/A
|
Zero-Day Exploit
|
SIG-6691
|
Exploit
|
No additional info
|
Trellix Alert: Zero-Day Exploit detected from 45.246.109.209 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 |
6bfd4a4e-9d6c-41a2-aa1d-18669e8bca26
| 2025-03-25T18:12:58
|
firewall
|
OSSEC v3.7.0
|
low
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect HTTPS traffic from 221.178.44.45:5618 to 135.90.253.135:14435 No additional info
|
{
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "97f5f29d36f7cb55439e407436cc5241a5d1f2b2dd3d771098cabd8fd80d69f5",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4_1 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) CriOS/21.0.857.0 Mobile/81T794 Safari/534.1",
"session_id": "3e069aff-edaa-4193-9583-d4aaa8590c88",
"risk_score": 31.82,
"confidence": 0.4
}
|
221.178.44.45
|
135.90.253.135
| null | null | null |
No additional info
|
Firewall inspect HTTPS traffic from 221.178.44.45:5618 to 135.90.253.135:14435 No additional info
|
inspect
| 119,878
|
HTTPS
| null | null | null | null | null | null | null | null | 5,618
| 14,435
| 3,166
| null | null | null | null | null | null | null |
4c8aa6af-5f59-4a6f-841a-adf99012d820
| 2025-04-19T00:58:28
|
network
|
Carbon Black v7.8.0
|
low
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|low| desc=Network data_exfiltration from 119.254.129.67 to 217.9.237.72 No additional info
|
{
"geo_location": "Colombia",
"device_hash": "c1072861bc19f12cf03c29295bd25187ca2ac46d0dfd900a04ff209f1502cc40",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_3 rv:4.0; bem-ZM) AppleWebKit/534.49.4 (KHTML, like Gecko) Version/5.1 Safari/534.49.4",
"session_id": "448f4c20-ae26-4b97-8846-49519c89466a",
"risk_score": 74.61,
"confidence": 0.98
}
|
119.254.129.67
|
217.9.237.72
| null | null | null |
No additional info
|
Network data_exfiltration from 119.254.129.67 to 217.9.237.72 No additional info
|
data_exfiltration
| 135,879
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ac044399-c4b1-48a3-9100-b6d7d7372477
| 2025-05-16T02:23:20
|
iot
|
ArcSight v7.4.0
|
medium
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera sensor_spoofing No additional info
|
{
"geo_location": "Saint Helena",
"device_hash": "8d78be5d0a466283fd799a0020b855ca",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.3) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/33.0.850.0 Safari/533.0",
"session_id": "67c518c8-5eac-49c8-9656-93eb811e9ac9",
"risk_score": 31.99,
"confidence": 0.49
}
| 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-8a1a6c85
|
7.2
| null | null | null | null | null | null | null | null | null | null |
000dca6c-d2a2-4e95-b123-114179d22b15
| 2025-01-30T03:11:09
|
firewall
|
CrowdStrike v6.45.0
|
critical
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|critical| desc=Firewall quarantine ICMP traffic from 12.97.205.42:727 to 125.176.247.117:947 No additional info
|
{
"geo_location": "Burkina Faso",
"device_hash": "cd6fd6cf85e8fab04c82590a1206b3e4a4c2ee5419a20f40540c28b54f6ba8e4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/3.1)",
"session_id": "345d47fc-8aa1-4e7b-a29e-a645c774b4f7",
"risk_score": 97.23,
"confidence": 0.89
}
|
12.97.205.42
|
125.176.247.117
| null | null | null |
No additional info
|
Firewall quarantine ICMP traffic from 12.97.205.42:727 to 125.176.247.117:947 No additional info
|
quarantine
| 69,167
|
ICMP
| null | null | null | null |
{
"baseline_deviation": 0.92,
"entropy": 6.23,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | 727
| 947
| 2,777
| null | null | null | null | null | null | null |
7135873c-21ce-4e13-b993-71907ac49d15
| 2025-02-13T21:01:58
|
iot
|
Zeek v5.0.0
|
low
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|low| desc=IoT device Medical battery_drain No additional info
|
{
"geo_location": "Congo",
"device_hash": "9a7b7d554f6b79eb28ca063b3c2f35eae9e7563809baf5547afca20784ec2230",
"user_agent": "Opera/8.89.(X11; Linux x86_64; bg-BG) Presto/2.9.176 Version/11.00",
"session_id": "1f818b7c-908a-4f40-9f51-83619b8eaf67",
"risk_score": 39.69,
"confidence": 0.53
}
| null | null | null | null | null |
No additional info
|
IoT device Medical battery_drain No additional info
|
battery_drain
| null | null | null | null | null | null | null |
Medical
|
iot-fe4eddb7
|
2.6
| null | null | null | null | null | null | null | null | null | null |
4c0be448-5ad2-4e59-b676-8e611f6148d0
| 2025-03-27T06:51:22
|
firewall
|
Palo Alto Cortex v3.0.0
|
high
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|high| desc=Firewall allow RDP traffic from 209.99.131.53:1021 to 93.163.225.177:32949 No additional info noise=search/tags/app
|
{
"geo_location": "Georgia",
"device_hash": "b80ff534528b852527a1ac31c8e1e7ac1c63a1c35adfb340b200c9908cba66b8",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/8915-10-04 16:17:06 Firefox/11.0",
"session_id": "73d18071-ff5f-4c6d-9aa5-d6fa963b21ec",
"risk_score": 49.05,
"confidence": 0.53
}
|
209.99.131.53
|
93.163.225.177
| null | null | null |
No additional info
|
Firewall allow RDP traffic from 209.99.131.53:1021 to 93.163.225.177:32949 No additional info
|
allow
| 265,523
|
RDP
| null | null | null | null | null | null | null | null | 1,021
| 32,949
| 1,574
| null | null | null | null | null | null | null |
48a884fd-fd62-460c-b2b4-2934df4d154d
| 2029-04-30T03:17:14
|
cloud
|
AlienVault v5.7.0
|
info
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|info| desc=Cloud api_abuse in AWS by timtorres MITRE Technique: T1071.001 noise=04ED5881
|
{
"geo_location": "Uganda",
"device_hash": "a3e3f2ce4997cbe06088c2bb1958b136",
"user_agent": "Mozilla/5.0 (Windows 95; xh-ZA; rv:1.9.0.20) Gecko/5684-06-11 12:01:17 Firefox/3.6.10",
"session_id": "3c6201ef-028c-4cd6-a663-f6f628969961",
"risk_score": 56.14,
"confidence": 0.16
}
| null | null | null | null | null |
MITRE Technique: T1071.001
|
Cloud api_abuse in AWS by timtorres MITRE Technique: T1071.001
|
api_abuse
| null | null |
timtorres
| null | null | null |
{
"baseline_deviation": 0.83,
"entropy": 3.36,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-c9748ee9
|
f3f5519b-9f4e-496e-af54-a8d6049fbfd4
| 2025-04-27T11:06:44
|
ai
|
OSSEC v3.7.0
|
critical
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|critical| desc=AI system model_access by jimenezmarie Associated Threat Actor: Cobalt Group noise=garden|admit|meeting
|
{
"geo_location": "Costa Rica",
"device_hash": "9b41d4318818ef2297e44f0dd883036b8aea9d782798f7ec54c0739ed0accd0e",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_3_1 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/13.6y7749.0 Mobile/64N787 Safari/535.1",
"session_id": "75eb12fe-b0d6-4524-ad42-34cf9efd058c",
"risk_score": 72.58,
"confidence": 0.81
}
| null | null | null | null | null |
Associated Threat Actor: Cobalt Group
|
AI system model_access by jimenezmarie Associated Threat Actor: Cobalt Group
|
model_access
| null | null |
jimenezmarie
| null | null | null | null | null | null | null | null | null | null | null | null |
model-9e6e7e04
|
805da380ee7bc4ec4a5eaa381be0dde6
|
c6959ec76f1e89e775b0a8df7e0e62e7
| null | null |
028ebe56-9a64-4b14-87ab-4c8377359643
| 2025-05-28T05:38:04
|
iot
|
FireEye HX v4.5.0
|
low
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|low| desc=IoT device Camera protocol_violation MITRE Technique: T1574.002
|
{
"geo_location": "Northern Mariana Islands",
"device_hash": "3e388e93ee875bcd5cd18530e140f7ca39203180a83ffe0339a0f0b7fe82b572",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 10_3_4 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) CriOS/41.0.866.0 Mobile/19N546 Safari/532.0",
"session_id": "f699053c-71c8-4bab-a137-ee5d574529d0",
"risk_score": 82.98,
"confidence": 0.9
}
| null | null | null | null | null |
MITRE Technique: T1574.002
|
IoT device Camera protocol_violation MITRE Technique: T1574.002
|
protocol_violation
| null | null | null | null | null | null | null |
Camera
|
iot-0e0b817c
|
1.3
| null | null | null | null | null | null | null | null | null | null |
df19d996-7ce5-4f0b-b20d-7280fb0c1514
| 2025-04-29T02:41:29
|
firewall
|
Snort v2.9.20
|
critical
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|critical| desc=Firewall drop DNS traffic from 99.174.33.89:442 to 195.178.116.146:352 MITRE Technique: T1218.011
|
{
"geo_location": "Qatar",
"device_hash": "8084b3e4d0d21f0058d8df183c093de95aa52ea4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/3.0)",
"session_id": "39286581-b3af-4b3b-912f-ca8751fb319f",
"risk_score": 41.37,
"confidence": 0.61
}
|
99.174.33.89
|
195.178.116.146
| null | null | null |
MITRE Technique: T1218.011
|
Firewall drop DNS traffic from 99.174.33.89:442 to 195.178.116.146:352 MITRE Technique: T1218.011
|
drop
| 879,344
|
DNS
| null | null | null | null | null | null | null | null | 442
| 352
| 624
| null | null | null | null | null | null | null |
c3fd1a64-a125-4726-bfe4-107fdb16e125
| 2025-05-13T13:23:14
|
endpoint
|
Tanium v7.4.0
|
critical
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load /media/democratic.pages by michael09 MITRE Technique: T1486
|
{
"geo_location": "San Marino",
"device_hash": "07b4904230f065099f601621bc94249fbf090f34",
"user_agent": "Mozilla/5.0 (Windows 98; tt-RU; rv:1.9.0.20) Gecko/9884-05-30 03:01:52 Firefox/12.0",
"session_id": "78bc57c9-df19-4660-8755-722424d8274c",
"risk_score": 45.72,
"confidence": 0.79
}
| null | null | null | null | null |
MITRE Technique: T1486
|
Endpoint driver_load /media/democratic.pages by michael09 MITRE Technique: T1486
|
driver_load
| null | null |
michael09
|
/media/democratic.pages
| 9,295
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
58abd707-d1a0-4657-a882-a2eda4cdbf76
| 2025-04-10T13:51:50
|
network
|
CrowdStrike v6.45.0
|
low
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|low| desc=Network beaconing from 77.103.245.109 to 28.142.142.39 No additional info
|
{
"geo_location": "Mexico",
"device_hash": "334b9e4c542112d0c21a463823008b6d3143ff798279eb70efb0c06fef55646d",
"user_agent": "Opera/8.19.(X11; Linux x86_64; bs-BA) Presto/2.9.173 Version/11.00",
"session_id": "d824f71a-33ad-4fee-981c-de64d2a2f7fb",
"risk_score": 41.91,
"confidence": 0.41
}
|
77.103.245.109
|
28.142.142.39
| null | null | null |
No additional info
|
Network beaconing from 77.103.245.109 to 28.142.142.39 No additional info
|
beaconing
| 258,683
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
154a9214-3870-4025-8734-573def9ff805
| 2025-04-22T20:35:24
|
ids_alert
|
Darktrace v6.0.0
|
high
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|high| desc=Darktrace Alert: DNS Tunneling detected from 212.196.127.80 targeting 169.149.64.21 No additional info
|
{
"geo_location": "Saudi Arabia",
"device_hash": "1afdefa9437e516952e64b0a5ec732c5",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; ia-FR) AppleWebKit/531.20.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6531.20.4",
"session_id": "95bcb4ed-2c76-4ed1-8622-96891922a029",
"risk_score": 53.15,
"confidence": 0.22
}
|
212.196.127.80
|
169.149.64.21
|
DNS Tunneling
|
SIG-4738
|
Malware
|
No additional info
|
Darktrace Alert: DNS Tunneling detected from 212.196.127.80 targeting 169.149.64.21 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5b538ffa-83df-46b1-a9ee-86386199aa4e
| 2025-01-14T01:35:29
|
endpoint
|
Elastic SIEM v8.9.0
|
critical
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load /recent/practice.css by chad61 No additional info
|
{
"geo_location": "Netherlands Antilles",
"device_hash": "e21eac0228cf80383214eb6e7c5f4b28f7d69400",
"user_agent": "Opera/9.83.(Windows NT 6.1; ja-JP) Presto/2.9.183 Version/12.00",
"session_id": "3481185b-f250-452b-b7f0-be647c525ffa",
"risk_score": 68.42,
"confidence": 0.91
}
| null | null | null | null | null |
No additional info
|
Endpoint driver_load /recent/practice.css by chad61 No additional info
|
driver_load
| null | null |
chad61
|
/recent/practice.css
| 2,326
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
24eba6fe-ad02-4c23-8896-c114d17968a8
| 2025-07-08T09:32:06
|
network
|
Suricata v6.0.10
|
high
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|high| desc=Network covert_channel from 24.199.154.103 to 184.27.117.84 Associated Threat Actor: APT37
|
{
"geo_location": "Venezuela",
"device_hash": "9df11f255be0700e312a4e10f0dc7c35d11ca5ab0d8da225afc7eb6722771b64",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_2 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) CriOS/60.0.822.0 Mobile/26Q715 Safari/533.2",
"session_id": "30e68eef-f2fd-4654-ad1e-9a21ba3f426d",
"risk_score": 39.65,
"confidence": 0.07
}
|
24.199.154.103
|
184.27.117.84
| null | null | null |
Associated Threat Actor: APT37
|
Network covert_channel from 24.199.154.103 to 184.27.117.84 Associated Threat Actor: APT37
|
covert_channel
| 946,243
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3a97e370-24f0-4287-8c46-62130f56d000
| 2025-06-23T20:22:04
|
cloud
|
CrowdStrike v6.45.0
|
medium
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in OCI by njohnson MITRE Technique: T1110.003 noise=after|beautiful|of
|
{
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "347b930f56ca9646383ddcd397a167f6d52dbd6c2eb3594884473e970f592acc",
"user_agent": "Mozilla/5.0 (Windows 95) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/15.0.836.0 Safari/533.0",
"session_id": "b1291564-d450-48c0-832e-e770a01f03cb",
"risk_score": 82.81,
"confidence": 0.53
}
| null | null | null | null | null |
MITRE Technique: T1110.003
|
Cloud crypto_mining in OCI by njohnson MITRE Technique: T1110.003
|
crypto_mining
| null | null |
njohnson
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-ce17c580
|
b1006781-246e-4861-bd79-a086a5f4be6e
| 2025-07-02T10:22:06
|
ai
|
Trellix v10.7.0
|
low
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|low| desc=AI system model_inversion by blackmatthew No additional info
|
{
"geo_location": "Ghana",
"device_hash": "bdaaea5177cd94b49acc2c8e1f163d62",
"user_agent": "Opera/8.70.(Windows NT 11.0; kn-IN) Presto/2.9.181 Version/12.00",
"session_id": "836f7941-4d2b-4c68-9e21-7028804e94ec",
"risk_score": 76.03,
"confidence": 0.22
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by blackmatthew No additional info
|
model_inversion
| null | null |
blackmatthew
| null | null | null | null | null | null | null | null | null | null | null | null |
model-12d8c807
|
635b831787b5d5a8c99cf2b1258508717cedf87c5fffce35a8ddfb51ed3cc97a
|
878e402a8cc5d883fd838a272312ad3b
| null | null |
8736919f-5cf0-4c22-958b-493636e3061b
| 2025-01-21T21:01:31
|
iot
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|medium| desc=IoT device Sensor sensor_spoofing MITRE Technique: T1574.002
|
{
"geo_location": "Morocco",
"device_hash": "a85c61da17644e1df7e3a9559775bb3eaa5802cf",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/535.50.2 (KHTML, like Gecko) Version/5.1 Safari/535.50.2",
"session_id": "a41618f3-99d3-47ee-bb45-ad5ef207b36e",
"risk_score": 0,
"confidence": 0.63
}
| null | null | null | null | null |
MITRE Technique: T1574.002
|
IoT device Sensor sensor_spoofing MITRE Technique: T1574.002
|
sensor_spoofing
| null | null | null | null | null | null | null |
Sensor
|
iot-b99af80d
|
9.7
| null | null | null | null | null | null | null | null | null | null |
d635b81e-54c9-49d8-a6f6-f2048e5d25ab
| 2027-01-02T18:03:33
|
cloud
|
Wazuh v4.5.0
|
info
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in Alibaba by bbenjamin No additional info
|
{
"geo_location": "Jamaica",
"device_hash": "3c83447317491b81459261782ac6f2c6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Win 9x 4.90; Trident/4.0)",
"session_id": "01b45dec-4e14-42d7-b6e3-13fdb1171e9a",
"risk_score": 26.99,
"confidence": 0.13
}
| null | null | null | null | null |
No additional info
|
Cloud crypto_mining in Alibaba by bbenjamin No additional info
|
crypto_mining
| null | null |
bbenjamin
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-fd7aee42
|
fde43538-2c7e-46c2-a8bb-4f058a4bc50d
| 2025-03-15T05:21:56
|
ai
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|low| desc=AI system model_inversion by ruthkim No additional info
|
{
"geo_location": "Aruba",
"device_hash": "0d452f4ec31db10d00b847859621a7d3",
"user_agent": "Mozilla/5.0 (Android 4.0.1; Mobile; rv:62.0) Gecko/62.0 Firefox/62.0",
"session_id": "3270536d-edae-4871-ab07-1e2f5548179f",
"risk_score": 59.77,
"confidence": 0.65
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by ruthkim No additional info
|
model_inversion
| null | null |
ruthkim
| null | null | null | null | null | null | null | null | null | null | null | null |
model-aba2e5b9
|
7ccd87932323382012bf2c98edec21f971d6fec1
|
e419adcf2fbfee15bc0506144d552096683089bb
| null | null |
8ba9f2f0-05d6-4d3d-a058-9b3204cf5f95
| 2025-03-19T10:19:15
|
cloud
|
Vectra AI v5.0.0
|
medium
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud storage_access in OCI by deanna24 MITRE Technique: T1566.001
|
{
"geo_location": "Antarctica (the territory South of 60 deg S)",
"device_hash": "f1c88e65c89637e86898dff1633c4835",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_2; rv:1.9.4.20) Gecko/2961-10-04 15:32:06 Firefox/3.8",
"session_id": "a358f1e3-594b-41e6-b202-2ffc165fb875",
"risk_score": 60.81,
"confidence": 0.16
}
| null | null | null | null | null |
MITRE Technique: T1566.001
|
Cloud storage_access in OCI by deanna24 MITRE Technique: T1566.001
|
storage_access
| null | null |
deanna24
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-1d803719
|
8d0fe867-1f98-4c8b-a73f-2d6d6a612cc7
| 2025-03-19T05:05:52
|
cloud
|
ArcSight v7.4.0
|
info
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in Alibaba by yangapril No additional info
|
{
"geo_location": "Latvia",
"device_hash": "39a8c8053a642cda27c04752222e12ba420e90da",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 3_1_3 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) CriOS/38.0.841.0 Mobile/59Q061 Safari/531.2",
"session_id": "e723c591-4578-4a79-801f-8d9011954ba4",
"risk_score": 70.78,
"confidence": 0.44
}
| null | null | null | null | null |
No additional info
|
Cloud lambda_execution in Alibaba by yangapril No additional info
|
lambda_execution
| null | null |
yangapril
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-e39d4628
|
e57df0dd-acf8-42a8-b98d-1b85c946ab1b
| 2025-07-02T23:04:50
|
cloud
|
AlienVault v5.7.0
|
medium
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud instance_creation in AWS by timothypadilla Associated Threat Actor: Scattered Spider
|
{
"geo_location": "Sierra Leone",
"device_hash": "f4ea23451885bba540c0abf4b0cc8842",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 4_3_5 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/10.2v8503.0 Mobile/08U361 Safari/535.0",
"session_id": "c63d228f-5b90-4be9-a51f-8b482c89c68d",
"risk_score": 26.96,
"confidence": 0.6
}
| null | null | null | null | null |
Associated Threat Actor: Scattered Spider
|
Cloud instance_creation in AWS by timothypadilla Associated Threat Actor: Scattered Spider
|
instance_creation
| null | null |
timothypadilla
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-dc400144
|
3172281f-581a-45a8-b1b7-6ca88cd26701
| 2025-06-23T12:32:43
|
iot
|
QRadar v7.5.0
|
critical
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical battery_drain No additional info
|
{
"geo_location": "Marshall Islands",
"device_hash": "d0f520a5da1450f566238b8701b120c8",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/51.0.803.0 Safari/536.1",
"session_id": "c7a1c3db-ce77-4757-a206-bc4747dd0c00",
"risk_score": 68.84,
"confidence": 0.1
}
| null | null | null | null | null |
No additional info
|
IoT device Medical battery_drain No additional info
|
battery_drain
| null | null | null | null | null | null | null |
Medical
|
iot-c7feffc9
|
6.1
| null | null | null | null | null | null | null | null | null | null |
bad3c960-170e-4318-986e-da2f937f6a5c
| 2025-06-05T21:09:53
|
firewall
|
Splunk v9.0.2
|
low
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|low| desc=Firewall inspect RDP traffic from 47.82.45.239:924 to 119.145.180.50:53 MITRE Technique: T1566.001 noise=card|coach|per
|
{
"geo_location": "Swaziland",
"device_hash": "a3822f6d7d18eaf85a7efa22d7b2f8c95fae5460",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/7709-10-19 16:43:06 Firefox/8.0",
"session_id": "81549798-3f52-4975-aa0e-c7eca145389d",
"risk_score": 25.14,
"confidence": 0.27
}
|
47.82.45.239
|
119.145.180.50
| null | null | null |
MITRE Technique: T1566.001
|
Firewall inspect RDP traffic from 47.82.45.239:924 to 119.145.180.50:53 MITRE Technique: T1566.001
|
inspect
| 797,370
|
RDP
| null | null | null | null | null | null | null | null | 924
| 53
| 1,120
| null | null | null | null | null | null | null |
f10a53ce-6418-41a6-aeeb-7c0ce86ca914
| 2025-01-25T03:08:16
|
auth
|
Carbon Black v7.8.0
|
high
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|high| desc=Auth timeout for andersenbrian via key from 200.13.231.41 No additional info
|
{
"geo_location": "Azerbaijan",
"device_hash": "7329f0255f99f8407c8a70013078d024c473ac26",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.0; Trident/3.0)",
"session_id": "1ebd8e8c-f4ad-43e6-954c-e81bbeab2276",
"risk_score": 26.06,
"confidence": 0.73
}
|
200.13.231.41
| null | null | null | null |
No additional info
|
Auth timeout for andersenbrian via key from 200.13.231.41 No additional info
|
timeout
| null | null |
andersenbrian
| null | null | null | null | null | null | null | null | null | null |
key
|
ae:c6:99:17:ca:0f
| null | null | null | null | null |
2400463f-5b78-4b6a-ad8f-78e4d4901c59
| 2025-04-14T22:43:46
|
ids_alert
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|high| desc=LogRhythm Alert: DNS Tunneling detected from 49.162.160.99 targeting 31.80.184.218 No additional info
|
{
"geo_location": "Costa Rica",
"device_hash": "8aeda8a0427254f0517528f0326905c4ee9930cdd783f7ef0a1ca43110f7254a",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 8_4_1 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) CriOS/53.0.813.0 Mobile/42R556 Safari/532.0",
"session_id": "45b18266-cdc1-4721-b21c-96105e5ab111",
"risk_score": 24.13,
"confidence": 0.95
}
|
49.162.160.99
|
31.80.184.218
|
DNS Tunneling
|
SIG-8321
|
Exploit
|
No additional info
|
LogRhythm Alert: DNS Tunneling detected from 49.162.160.99 targeting 31.80.184.218 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f9dd9fe2-0533-4052-abef-749ff22f17df
| 2025-02-25T22:06:00
|
iot
|
Palo Alto Cortex v3.0.0
|
medium
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC command_injection No additional info
|
{
"geo_location": "Belize",
"device_hash": "7d98a327e8f66766d463977608b2eecbc4f07882f72d4c2ea9c73746df9cccb9",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 4_2_1 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) FxiOS/15.1o0888.0 Mobile/54K930 Safari/533.2",
"session_id": "a96d91f2-4db7-4c20-82f9-23997fe38dd4",
"risk_score": 38.83,
"confidence": 0.59
}
| null | null | null | null | null |
No additional info
|
IoT device HVAC command_injection No additional info
|
command_injection
| null | null | null | null | null | null |
{
"baseline_deviation": 1.02,
"entropy": 2.01,
"frequency_anomaly": true,
"sequence_anomaly": true
}
|
HVAC
|
iot-b95e5d25
|
9.5
| null | null | null | null | null | null | null | null | null | null |
e1e04ff4-385d-4625-a903-2359f1264f37
| 2025-04-28T05:24:24
|
ids_alert
|
Darktrace v6.0.0
|
high
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|high| desc=Darktrace Alert: Container Escape detected from 57.31.75.136 targeting 79.3.5.40 MITRE Technique: T1547.001 | Unconventional IOC: Power consumption spikes noise=watch|much|mother
|
{
"geo_location": "China",
"device_hash": "0be60edd42d2669621ea3b777edef46a537a0a98",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1_1 like Mac OS X) AppleWebKit/535.2 (KHTML, like Gecko) FxiOS/18.8i5743.0 Mobile/36P866 Safari/535.2",
"session_id": "010e9211-0fac-48d4-8827-5a656b8e98c2",
"risk_score": 42.99,
"confidence": 0.77
}
|
57.31.75.136
|
79.3.5.40
|
Container Escape
|
SIG-9461
|
Malware
|
MITRE Technique: T1547.001 | Unconventional IOC: Power consumption spikes
|
Darktrace Alert: Container Escape detected from 57.31.75.136 targeting 79.3.5.40 MITRE Technique: T1547.001 | Unconventional IOC: Power consumption spikes
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1093f56a-1fa0-4fef-b603-12802e25b4c1
| 2025-03-13T02:13:26
|
endpoint
|
QRadar v7.5.0
|
critical
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load /style/wear.avi by edwardsantonio No additional info
|
{
"geo_location": "Isle of Man",
"device_hash": "de987932348fc46169b8075a5d7724c3",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 16_7_6 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) CriOS/37.0.855.0 Mobile/61H475 Safari/533.0",
"session_id": "4cacebe4-7b1a-460c-b6ca-b9d926a2b67c",
"risk_score": 70.8,
"confidence": 1
}
| null | null | null | null | null |
No additional info
|
Endpoint driver_load /style/wear.avi by edwardsantonio No additional info
|
driver_load
| null | null |
edwardsantonio
|
/style/wear.avi
| 4,501
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d1e70af0-b76b-43fd-821d-9273e1a47e67
| 2025-04-22T03:54:01
|
ai
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|low| desc=AI system fine_tuning by jonathan27 No additional info noise=app/tag
|
{
"geo_location": "Faroe Islands",
"device_hash": "dc976e6b655f56d3be6787d40caba28a38d8d792d6bf057b83ba534df1c63ff9",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 6_1_6 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) CriOS/52.0.889.0 Mobile/48K767 Safari/534.0",
"session_id": "3de3c7fe-fe2f-410b-a688-9463130d2d9f",
"risk_score": 50.73,
"confidence": 0.22
}
| null | null | null | null | null |
No additional info
|
AI system fine_tuning by jonathan27 No additional info
|
fine_tuning
| null | null |
jonathan27
| null | null | null | null | null | null | null | null | null | null | null | null |
model-dff60e4a
|
86729b94a2f6f62f9548d2e751a565f2109c27c967ef68b05cb444bc744d7df3
|
bb96c96295429de514de34a11ed7245dcb765a82a13a63f2f44d0ca5d7a1da84
| null | null |
1d5e0cd5-0a27-4d16-a586-ba593bae2b84
| 2025-05-23T19:30:53
|
network
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|network|medium| desc=Network covert_channel from 114.127.183.62 to 10.49.117.236 Unconventional IOC: CPU microcode changes
|
{
"geo_location": "Puerto Rico",
"device_hash": "9a2766fe9ec5dc6853f835cc47142abeb57854b9af07b2a0607bf56eb7e0b33a",
"user_agent": "Mozilla/5.0 (Windows CE; mr-IN; rv:1.9.0.20) Gecko/3520-11-09 17:23:19 Firefox/3.8",
"session_id": "1ab6e319-624b-4541-9219-95f72f2c99c6",
"risk_score": 75.73,
"confidence": 0.77
}
|
114.127.183.62
|
10.49.117.236
| null | null | null |
Unconventional IOC: CPU microcode changes
|
Network covert_channel from 114.127.183.62 to 10.49.117.236 Unconventional IOC: CPU microcode changes
|
covert_channel
| 146,641
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2e8c5c22-efec-4f3b-bbdd-eb820cd121ab
| 2025-07-01T09:11:43
|
ai
|
Trellix v10.7.0
|
high
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|high| desc=AI system adversarial_input by coxkevin MITRE Technique: T1543.003
|
{
"geo_location": "French Guiana",
"device_hash": "ab6e5571c4ec8a455d6c60959523b8e2bb808f2d9cfc10c92054206acdca372f",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/532.36.5 (KHTML, like Gecko) Version/4.1 Safari/532.36.5",
"session_id": "7410b13d-97bf-45f6-85e7-7b637766a22d",
"risk_score": 16.44,
"confidence": 0.58
}
| null | null | null | null | null |
MITRE Technique: T1543.003
|
AI system adversarial_input by coxkevin MITRE Technique: T1543.003
|
adversarial_input
| null | null |
coxkevin
| null | null | null | null | null | null | null | null | null | null | null | null |
model-5cd62263
|
2b3d044c703a5dcfd1fef715adfb47ad58afbe42f358c054ff2b76663d4a6325
|
c9a7c8fa85d79fb70ebfeb99cd5811bd593fe8dcbb07d6ac65ec9df7d5241d5e
| null | null |
9196254e-cc06-45cd-b280-7699fbebc693
| 2025-07-09T13:40:14
|
firewall
|
Trellix v10.7.0
|
low
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|low| desc=Firewall deny ICMP traffic from 12.134.151.157:858 to 23.154.228.222:307 No additional info
|
{
"geo_location": "Lesotho",
"device_hash": "079c020daa4ed65385f2a89f777d567762ca5275ead54020794657338ec5c469",
"user_agent": "Opera/9.64.(X11; Linux i686; cv-RU) Presto/2.9.185 Version/10.00",
"session_id": "c585f9fa-6164-4011-bf07-277705dfaff1",
"risk_score": 25.04,
"confidence": 0.6
}
|
12.134.151.157
|
23.154.228.222
| null | null | null |
No additional info
|
Firewall deny ICMP traffic from 12.134.151.157:858 to 23.154.228.222:307 No additional info
|
deny
| 846,550
|
ICMP
| null | null | null | null | null | null | null | null | 858
| 307
| 2,503
| null | null | null | null | null | null | null |
d92e8560-8363-4ba0-a9c1-2c84c4d428ee
| 2025-05-11T22:12:00
|
iot
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat protocol_violation MITRE Technique: T1204.002
|
{
"geo_location": "Cote d'Ivoire",
"device_hash": "a4314243d7e4cab586ea08e91a9b726210bc0e7d",
"user_agent": "Mozilla/5.0 (Linux; Android 4.3.1) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/35.0.873.0 Safari/535.2",
"session_id": "694979a2-7769-4f69-8232-1e03be388e72",
"risk_score": 61.98,
"confidence": 0.22
}
| null | null | null | null | null |
MITRE Technique: T1204.002
|
IoT device Thermostat protocol_violation MITRE Technique: T1204.002
|
protocol_violation
| null | null | null | null | null | null | null |
Thermostat
|
iot-58bcd89c
|
10.6
| null | null | null | null | null | null | null | null | null | null |
1b90c5d1-1081-44aa-9c07-9ca70148388b
| 2025-04-23T01:00:56
|
endpoint
|
CrowdStrike v6.45.0
|
high
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task /well/strong.mov by zcooper MITRE Technique: T1218.011
|
{
"geo_location": "Faroe Islands",
"device_hash": "d4e8cfd3d98e405f44041d876cfb62d280afd4a196727c7d140223cd42c5c000",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 10.0; Trident/5.0)",
"session_id": "1e30c712-a109-4910-bf7d-2a54ca8d4b6c",
"risk_score": 50.45,
"confidence": 0.79
}
| null | null | null | null | null |
MITRE Technique: T1218.011
|
Endpoint scheduled_task /well/strong.mov by zcooper MITRE Technique: T1218.011
|
scheduled_task
| null | null |
zcooper
|
/well/strong.mov
| 1,375
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c63db1d3-4f61-402a-acdd-544de56a5fac
| 2025-03-13T07:49:19
|
auth
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|medium| desc=Auth success for nicholas45 via OAuth from 81.86.27.10 No additional info
|
{
"geo_location": "Switzerland",
"device_hash": "88a0d6c875c177f7e178148405cd1739aad7d14f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/5.1)",
"session_id": "f86fcf4f-4c61-4ff9-bf09-aeb54c5166f6",
"risk_score": 54.09,
"confidence": 0.04
}
|
81.86.27.10
| null | null | null | null |
No additional info
|
Auth success for nicholas45 via OAuth from 81.86.27.10 No additional info
|
success
| null | null |
nicholas45
| null | null | null | null | null | null | null | null | null | null |
OAuth
|
bd:e0:34:a1:21:09
| null | null | null | null | null |
4cb6e6b7-9b6a-4018-82a0-a4887c365e1d
| 2025-06-12T14:27:00
|
ai
|
FireEye HX v4.5.0
|
low
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by lindsey68 No additional info
|
{
"geo_location": "Egypt",
"device_hash": "d49c5e07f1a93f25bf6a5fdf9cd6a9c463abdf83",
"user_agent": "Opera/9.13.(X11; Linux i686; ig-NG) Presto/2.9.161 Version/10.00",
"session_id": "b9f28a43-2b72-4760-bb2d-1458a8c30f56",
"risk_score": 30.37,
"confidence": 0.99
}
| null | null | null | null | null |
No additional info
|
AI system prompt_injection by lindsey68 No additional info
|
prompt_injection
| null | null |
lindsey68
| null | null | null | null | null | null | null | null | null | null | null | null |
model-ff85ad13
|
363a180ab50b9b26cc7f345ba5f07ddf8adf08711c350272ee33fcddc4d54389
|
f6cd43b754cba65875b9599909e2696dd32211dd
| null | null |
585d9bfb-ce16-441b-85be-e3617f2252f5
| 2025-05-14T15:52:34
|
iot
|
Tanium v7.4.0
|
critical
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera firmware_update No additional info
|
{
"geo_location": "Austria",
"device_hash": "b76d490d9b56ba78b1240af45b512d288ab50419",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; shs-CA) AppleWebKit/533.4.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6533.4.1",
"session_id": "df1cfc65-4fa4-4c16-8c95-4f0a8b60e6b2",
"risk_score": 49.78,
"confidence": 0.24
}
| null | null | null | null | null |
No additional info
|
IoT device Camera firmware_update No additional info
|
firmware_update
| null | null | null | null | null | null | null |
Camera
|
iot-601a9fb0
|
2.2
| null | null | null | null | null | null | null | null | null | null |
31232703-2664-42d4-961a-0182cff31064
| 2025-03-02T20:01:42
|
firewall
|
ArcSight v7.4.0
|
medium
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only HTTPS traffic from 65.195.189.35:303 to 168.244.95.85:956 No additional info
|
{
"geo_location": "Tokelau",
"device_hash": "abed69c6c6dbe7adacaaa528175e6b67287ea7842416b5c55825771bec343032",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 15_8_2 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) CriOS/45.0.875.0 Mobile/84L120 Safari/533.2",
"session_id": "6e578e89-484e-4290-a740-169b9cfb82f5",
"risk_score": 91.13,
"confidence": 0.2
}
|
65.195.189.35
|
168.244.95.85
| null | null | null |
No additional info
|
Firewall log-only HTTPS traffic from 65.195.189.35:303 to 168.244.95.85:956 No additional info
|
log-only
| 36,711
|
HTTPS
| null | null | null | null | null | null | null | null | 303
| 956
| 2,219
| null | null | null | null | null | null | null |
5a149bbd-9242-4c88-b448-ff59f9df5f7a
| 2025-04-25T12:32:05
|
network
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|medium| desc=Network disconnection from 2.85.120.120 to 10.165.221.132 MITRE Technique: T1053.005
|
{
"geo_location": "Cook Islands",
"device_hash": "5b89334ba8480f63c35994f28d1c3f1dd977f8ba",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.1) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/14.0.829.0 Safari/534.0",
"session_id": "c1ec30a4-f1a8-4c26-a73e-b6865da2b6ee",
"risk_score": 46.41,
"confidence": 0.65
}
|
2.85.120.120
|
10.165.221.132
| null | null | null |
MITRE Technique: T1053.005
|
Network disconnection from 2.85.120.120 to 10.165.221.132 MITRE Technique: T1053.005
|
disconnection
| 221,244
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f1d907cd-4e56-4f8f-905b-681f00623eab
| 2025-07-05T01:47:46
|
network
|
Zeek v5.0.0
|
critical
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|critical| desc=Network data_exfiltration from 72.177.247.87 to 49.120.87.178 MITRE Technique: T1059.005
|
{
"geo_location": "Tunisia",
"device_hash": "44d009f1b949f91fb54562f3e8b37716236a1b133940ca4e59be822ee61e5cb5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.01; Trident/5.0)",
"session_id": "593d42e7-d39b-4f7e-b995-55c177507d0d",
"risk_score": 78.3,
"confidence": 0.18
}
|
72.177.247.87
|
49.120.87.178
| null | null | null |
MITRE Technique: T1059.005
|
Network data_exfiltration from 72.177.247.87 to 49.120.87.178 MITRE Technique: T1059.005
|
data_exfiltration
| 384,032
|
TCP
| null | null | null | null |
{
"baseline_deviation": 0.69,
"entropy": 5.43,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
3c5fd95c-8211-41e5-8b43-00601d58a08e
| 2025-04-16T09:54:18
|
iot
|
Darktrace v6.0.0
|
high
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor protocol_violation No additional info noise=75A9E131
|
{
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "310471ad95dc6eeabf3ed88e9a79a57d4e73aa2eaa3dda5bcf78155c313ea7db",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/5.0)",
"session_id": "d26cd865-e146-4a8e-9b49-de9405149697",
"risk_score": 69.75,
"confidence": 0.62
}
| null | null | null | null | null |
No additional info
|
IoT device Sensor protocol_violation No additional info
|
protocol_violation
| null | null | null | null | null | null | null |
Sensor
|
iot-548d44f3
|
7.2
| null | null | null | null | null | null | null | null | null | null |
f4a0e5c8-fb98-4ace-9909-82a419669430
| 2025-04-12T20:57:16
|
cloud
|
Microsoft Sentinel v1.0.0
|
info
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|info| desc=Cloud permission_escalation in GCP by megan47 No additional info
|
{
"geo_location": "American Samoa",
"device_hash": "7c797bee7b6f2db7e442527b3c061f91d965b876",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_6 rv:2.0; sr-RS) AppleWebKit/533.40.5 (KHTML, like Gecko) Version/4.0.3 Safari/533.40.5",
"session_id": "935c8b9b-167c-43de-b99e-97abcbca6fa5",
"risk_score": 86.69,
"confidence": 0.34
}
| null | null | null | null | null |
No additional info
|
Cloud permission_escalation in GCP by megan47 No additional info
|
permission_escalation
| null | null |
megan47
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-ffefa7a8
|
6373fcee-934d-4514-8cf5-f40e4e60fbad
| 2025-03-28T18:58:23
|
ai
|
Zeek v5.0.0
|
critical
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by christinaalexander No additional info noise=C7FEB8AE
|
{
"geo_location": "Honduras",
"device_hash": "c053b34c91557e2ad3993a25833751c0",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3_1 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/13.6h9893.0 Mobile/12D124 Safari/536.0",
"session_id": "e2534838-bb6e-4c98-a6b0-1e89945dba07",
"risk_score": 80.66,
"confidence": 0.88
}
| null | null | null | null | null |
No additional info
|
AI system adversarial_input by christinaalexander No additional info
|
adversarial_input
| null | null |
christinaalexander
| null | null | null | null | null | null | null | null | null | null | null | null |
model-3560655f
|
cbf81508bd5317073e0dbe5974a50bbe
|
d6bf0ea2903c9fcdd43f60f266e5f19c060cd564a6e11bd140e20f44e4cc053f
| null | null |
85f2a165-4497-42a7-b541-22132be1b50d
| 2021-08-09T15:21:46
|
ids_alert
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|medium| desc=Suricata Alert: Supply Chain Compromise detected from 52.145.152.247 targeting 114.25.116.189 No additional info
|
{
"geo_location": "Argentina",
"device_hash": "a0e89d307c98b3554573c1246a18c14bd7ded38d",
"user_agent": "Mozilla/5.0 (Android 7.1.1; Mobile; rv:32.0) Gecko/32.0 Firefox/32.0",
"session_id": "7632dfb7-1fbf-4472-a393-e17ef621f2d9",
"risk_score": 20.79,
"confidence": 0.95
}
|
52.145.152.247
|
114.25.116.189
|
Supply Chain Compromise
|
SIG-9916
|
Malware
|
No additional info
|
Suricata Alert: Supply Chain Compromise detected from 52.145.152.247 targeting 114.25.116.189 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0cdb0918-c973-4213-920f-e74e5cfd36fb
| 2025-04-27T21:15:32
|
firewall
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall allow UDP traffic from 112.234.81.153:185 to 4.59.91.83:270 MITRE Technique: T1218.011
|
{
"geo_location": "Ecuador",
"device_hash": "30079f3eb02f599e6d20a212d036faf95d9374ceac9a570dd853e495d0bc0720",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 4.0; Trident/3.1)",
"session_id": "1f70750c-1e85-446e-b18a-8c52e7c0c1b6",
"risk_score": 78.56,
"confidence": 0.8
}
|
112.234.81.153
|
4.59.91.83
| null | null | null |
MITRE Technique: T1218.011
|
Firewall allow UDP traffic from 112.234.81.153:185 to 4.59.91.83:270 MITRE Technique: T1218.011
|
allow
| 959,902
|
UDP
| null | null | null | null | null | null | null | null | 185
| 270
| 1,387
| null | null | null | null | null | null | null |
3f2545f4-28a1-455c-9bdf-29ff5e976a04
| 2025-04-12T08:12:35
|
ai
|
Suricata v6.0.10
|
low
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|low| desc=AI system api_abuse by poolevictor No additional info
|
{
"geo_location": "Sao Tome and Principe",
"device_hash": "4ec76f737cd8a7392b033a9b919dd3772da6884b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/535.48.2 (KHTML, like Gecko) Version/5.1 Safari/535.48.2",
"session_id": "62c0d5c3-1f0f-4dee-9bea-9b46dab59929",
"risk_score": 80.95,
"confidence": 0.86
}
| null | null | null | null | null |
No additional info
|
AI system api_abuse by poolevictor No additional info
|
api_abuse
| null | null |
poolevictor
| null | null | null | null | null | null | null | null | null | null | null | null |
model-3b0a0931
|
98576119044eea9c47a0ed0c3943aef41bfc5dad402d57e9f8f3e73e234ae452
|
e48b88e8ae20962ebe63c7ad53407980277ee0dd778e223f80398f2cef551879
| null | null |
44cf50a0-2cf4-4610-a46a-6cefd0502916
| 2025-05-02T15:34:08
|
auth
|
OSSEC v3.7.0
|
low
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|low| desc=Auth bypass for edwardsbradley via biometric from 21.74.122.131 No additional info
|
{
"geo_location": "Djibouti",
"device_hash": "c4a6019a73fc9c11c21ce53ff56aae87",
"user_agent": "Mozilla/5.0 (Android 5.1.1; Mobile; rv:7.0) Gecko/7.0 Firefox/7.0",
"session_id": "c5541916-118d-4ba4-a71d-d5c9e3421dc4",
"risk_score": 77.76,
"confidence": 0.88
}
|
21.74.122.131
| null | null | null | null |
No additional info
|
Auth bypass for edwardsbradley via biometric from 21.74.122.131 No additional info
|
bypass
| null | null |
edwardsbradley
| null | null | null | null | null | null | null | null | null | null |
biometric
|
90:81:ea:fa:34:7e
| null | null | null | null | null |
b53d4ea1-9bdf-40b7-8231-cffac723c460
| 2025-04-07T22:57:34
|
firewall
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|info| desc=Firewall quarantine NTP traffic from 20.87.13.219:294 to 27.128.184.124:51488 No additional info noise=RmlybS4=
|
{
"geo_location": "Guernsey",
"device_hash": "a9781d078c36d0e5bd0c32b310b65250b3ddd938",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/14.0.849.0 Safari/531.1",
"session_id": "0ad1fa94-13b0-4bb7-9107-ef8e2ba6aed1",
"risk_score": 54.93,
"confidence": 0.01
}
|
20.87.13.219
|
27.128.184.124
| null | null | null |
No additional info
|
Firewall quarantine NTP traffic from 20.87.13.219:294 to 27.128.184.124:51488 No additional info
|
quarantine
| 331,058
|
NTP
| null | null | null | null | null | null | null | null | 294
| 51,488
| 1,773
| null | null | null | null | null | null | null |
c3c6fe79-2dd9-4981-8d53-b84d84913d04
| 2025-01-22T03:03:51
|
iot
|
FireEye HX v4.5.0
|
medium
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat protocol_violation Associated Threat Actor: TA505
|
{
"geo_location": "Nicaragua",
"device_hash": "3f79b2cea9f1cb7e4fc3cf885e36d34bf93e2d04eac2d395e14fda8528a08dee",
"user_agent": "Opera/9.56.(Windows NT 4.0; zu-ZA) Presto/2.9.178 Version/12.00",
"session_id": "052ec3a9-3fcf-4d67-b06a-7593021a74b0",
"risk_score": 42.44,
"confidence": 0.74
}
| null | null | null | null | null |
Associated Threat Actor: TA505
|
IoT device Thermostat protocol_violation Associated Threat Actor: TA505
|
protocol_violation
| null | null | null | null | null | null | null |
Thermostat
|
iot-0826ede1
|
1.3
| null | null | null | null | null | null | null | null | null | null |
9d4d7195-1a20-421b-a908-a70954ab0ce1
| 2025-05-02T05:52:59
|
auth
|
AlienVault v5.7.0
|
high
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|high| desc=Auth locked for nkelly via OAuth from 75.98.190.178 No additional info
|
{
"geo_location": "Burundi",
"device_hash": "aa69708b0fbf25adf297cef285c590a1d3b337440ea6c430f53ad3f2c05ec160",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 6_1_6 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) FxiOS/14.4b6150.0 Mobile/22Q739 Safari/531.0",
"session_id": "c9fd49a5-84d1-4cc8-a1f2-b45a4bb12e7c",
"risk_score": 55.58,
"confidence": 0.57
}
|
75.98.190.178
| null | null | null | null |
No additional info
|
Auth locked for nkelly via OAuth from 75.98.190.178 No additional info
|
locked
| null | null |
nkelly
| null | null | null |
{
"baseline_deviation": 2.8,
"entropy": 7.57,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null |
OAuth
|
42:04:05:d5:1a:09
| null | null | null | null | null |
b6b2f0bb-28b1-41e3-b5ac-1350adb9b1ef
| 2025-02-17T22:27:10
|
ai
|
Tanium v7.4.0
|
medium
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|medium| desc=AI system model_inversion by millsjennifer MITRE Technique: T1486
|
{
"geo_location": "Venezuela",
"device_hash": "8294eaef9e036aa59a460055d25f348faf311a9c",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/55.0.805.0 Safari/535.1",
"session_id": "96a97bb7-0104-4500-bcfd-a0f7bae0fc45",
"risk_score": 31.88,
"confidence": 0.31
}
| null | null | null | null | null |
MITRE Technique: T1486
|
AI system model_inversion by millsjennifer MITRE Technique: T1486
|
model_inversion
| null | null |
millsjennifer
| null | null | null | null | null | null | null | null | null | null | null | null |
model-89f82fb6
|
7eda55431e9db502f2c5167da154be1a54fa2488
|
adb216ee4d136d7a5bdda39b1e12f21a19dd0eed
| null | null |
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