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
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
acdd2fc5-9ab3-49b3-9d5f-8e57da95b99a
| 2025-05-07T03:33:50
|
ids_alert
|
Darktrace v6.0.0
|
medium
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|medium| desc=Darktrace Alert: Living-off-the-Land detected from 134.65.168.221 targeting 14.73.219.121 No additional info
|
{
"geo_location": "China",
"device_hash": "de88b5b15ad7393ad7454ffd2d5706a0a99b7204e82ee678791bbd71da70b990",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.1; Trident/3.1)",
"session_id": "8b9f5eb2-95cd-4a72-af34-256f12844a26",
"risk_score": 75.71,
"confidence": 0.66
}
|
134.65.168.221
|
14.73.219.121
|
Living-off-the-Land
|
SIG-8001
|
Recon
|
No additional info
|
Darktrace Alert: Living-off-the-Land detected from 134.65.168.221 targeting 14.73.219.121 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
71820cd6-769f-4f96-9cae-927ba3425506
| 2025-05-05T05:45:57
|
firewall
|
Zeek v5.0.0
|
medium
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop HTTP traffic from 10.56.151.16:172 to 128.248.119.0:13114 MITRE Technique: T1134.001 | Associated Threat Actor: Wizard Spider
|
{
"geo_location": "Russia",
"device_hash": "c990b569cea48b7244e9540cbc624e51fd6243dc",
"user_agent": "Opera/8.73.(Windows NT 5.2; lt-LT) Presto/2.9.188 Version/11.00",
"session_id": "f5ef6475-c8c8-463b-8c3f-47f20c16dfe7",
"risk_score": 33.75,
"confidence": 0.15
}
|
10.56.151.16
|
128.248.119.0
| null | null | null |
MITRE Technique: T1134.001 | Associated Threat Actor: Wizard Spider
|
Firewall drop HTTP traffic from 10.56.151.16:172 to 128.248.119.0:13114 MITRE Technique: T1134.001 | Associated Threat Actor: Wizard Spider
|
drop
| 770,606
|
HTTP
| null | null | null | null | null | null | null | null | 172
| 13,114
| 890
| null | null | null | null | null | null | null |
5d38ab79-bfeb-4ba1-9149-5d160ffcf22d
| 2025-06-08T10:23:54
|
ai
|
ArcSight v7.4.0
|
medium
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by pennymason No additional info
|
{
"geo_location": "Bahrain",
"device_hash": "e178982d7aba4685c7d938e62111351a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.01; Trident/3.1)",
"session_id": "4e03e70a-402a-4f48-aa57-094c3ce588f6",
"risk_score": 20.62,
"confidence": 0.44
}
| null | null | null | null | null |
No additional info
|
AI system membership_inference by pennymason No additional info
|
membership_inference
| null | null |
pennymason
| null | null | null | null | null | null | null | null | null | null | null | null |
model-7e39088c
|
68aa6e359c7fe7afae795bf75f365efdc38a7716
|
ad3a6826a7449babe867c1b688075cbf3760775bce4d0270b984ca47b8866c71
| null | null |
0b394e9a-ed7c-4148-95dd-4af7edffc6bf
| 2025-07-11T02:52:31
|
auth
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|medium| desc=Auth failed for wmcdaniel via key from 33.13.136.158 MITRE Technique: T1486
|
{
"geo_location": "Denmark",
"device_hash": "b52aea3f280b49aadcbe2769bd7e2aba",
"user_agent": "Opera/9.91.(Windows CE; mag-IN) Presto/2.9.172 Version/11.00",
"session_id": "93a1d687-86e1-4f80-9c8a-7dcfa4dd976b",
"risk_score": 55.96,
"confidence": 0.13
}
|
33.13.136.158
| null | null | null | null |
MITRE Technique: T1486
|
Auth failed for wmcdaniel via key from 33.13.136.158 MITRE Technique: T1486
|
failed
| null | null |
wmcdaniel
| null | null | null | null | null | null | null | null | null | null |
key
|
e6:63:79:3b:b3:ca
| null | null | null | null | null |
9d1ff19b-ee17-4466-b567-71ab1d495a9b
| 2025-02-20T22:45:22
|
cloud
|
Microsoft Sentinel v1.0.0
|
low
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in AWS by dgarcia No additional info
|
{
"geo_location": "Papua New Guinea",
"device_hash": "8ac5c4e8c407aee9a954ed59dfccae8d6302056c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/4.0)",
"session_id": "c67477ca-5dc0-4d9d-b922-06639b82bfb3",
"risk_score": 40.38,
"confidence": 0.01
}
| null | null | null | null | null |
No additional info
|
Cloud instance_creation in AWS by dgarcia No additional info
|
instance_creation
| null | null |
dgarcia
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-47a7b63a
|
a826447e-a6eb-44cf-9887-30bc9893103f
| 2025-03-24T02:06:33
|
network
|
Zeek v5.0.0
|
high
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 10.156.78.169 to 39.29.122.58 No additional info
|
{
"geo_location": "Chile",
"device_hash": "13230839cdcfc47b6b76a50e9a8b07a4b85e0aea",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/63.0.814.0 Safari/533.0",
"session_id": "fc0c81b9-b6a3-4da3-91ff-6d91fa05de23",
"risk_score": 80.02,
"confidence": 0.81
}
|
10.156.78.169
|
39.29.122.58
| null | null | null |
No additional info
|
Network latency_spike from 10.156.78.169 to 39.29.122.58 No additional info
|
latency_spike
| 271,402
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
be5a1453-6bb6-4feb-add4-6ef0c9b9a71b
| 2025-05-17T10:22:45
|
endpoint
|
Suricata v6.0.10
|
critical
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|critical| desc=Endpoint persistence_mechanism /concern/he.jpg by sabrina80 No additional info
|
{
"geo_location": "Kenya",
"device_hash": "fa4e231362c6ebd25fcafb15c5a776c5",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; nr-ZA; rv:1.9.1.20) Gecko/5093-06-01 23:25:00 Firefox/6.0",
"session_id": "01ad8d3d-13d9-47d3-8b0c-e2dada5d11e0",
"risk_score": 28.14,
"confidence": 0.66
}
| null | null | null | null | null |
No additional info
|
Endpoint persistence_mechanism /concern/he.jpg by sabrina80 No additional info
|
persistence_mechanism
| null | null |
sabrina80
|
/concern/he.jpg
| 4,085
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0ed5045e-4c60-4444-a541-f2aaac98ce88
| 2025-05-04T13:00:13
|
cloud
|
Microsoft Sentinel v1.0.0
|
info
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|info| desc=Cloud shadow_it in Azure by hartmanadrian MITRE Technique: T1059.005
|
{
"geo_location": "Marshall Islands",
"device_hash": "b324515a3a61adb56024c327569f6924",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/50.0.895.0 Safari/535.1",
"session_id": "d48f9396-51a3-4f28-ba8b-9f209c90fbeb",
"risk_score": 36.34,
"confidence": 0.77
}
| null | null | null | null | null |
MITRE Technique: T1059.005
|
Cloud shadow_it in Azure by hartmanadrian MITRE Technique: T1059.005
|
shadow_it
| null | null |
hartmanadrian
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-efea2e3b
|
7f7109b5-f69d-486b-bc90-442bc954b2eb
| 2025-03-17T03:09:44
|
ids_alert
|
Darktrace v6.0.0
|
high
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|high| desc=Darktrace Alert: Brute Force detected from 119.101.151.13 targeting 10.230.150.163 No additional info
|
{
"geo_location": "Cuba",
"device_hash": "d817288faf27ba050560d45d93e007fefb4e6dcc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/3.1)",
"session_id": "0386326b-2504-4415-936d-0072c4bfffe8",
"risk_score": 76.28,
"confidence": 0.68
}
|
119.101.151.13
|
10.230.150.163
|
Brute Force
|
SIG-6280
|
Evasion
|
No additional info
|
Darktrace Alert: Brute Force detected from 119.101.151.13 targeting 10.230.150.163 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d4ff455a-eb0a-4c53-90cb-89bb50a55d8f
| 2025-03-04T20:35:12
|
ai
|
Tanium v7.4.0
|
info
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|info| desc=AI system model_inversion by craigdavid No additional info
|
{
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "ba44a237b1833b3d3f3e8f1972177ef5",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_8; rv:1.9.6.20) Gecko/6566-02-27 21:52:34 Firefox/3.6.8",
"session_id": "a83ec412-0193-4414-b166-0a888dad90a1",
"risk_score": 82.29,
"confidence": 0.84
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by craigdavid No additional info
|
model_inversion
| null | null |
craigdavid
| null | null | null |
{
"baseline_deviation": 1.88,
"entropy": 3.15,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null |
model-11a49ab5
|
83ec91d1cfea6543ea204a8edbb069480e60d6e8
|
dd90af8907ba378c01342bddb9b7d2ad
| null | null |
bff20e92-287b-4acf-96cc-7a937505a1c4
| 2025-01-21T14:44:25
|
ai
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|low| desc=AI system fine_tuning by shawn40 No additional info
|
{
"geo_location": "United States of America",
"device_hash": "d73cd11003fefbd1165dc542cbdc507eebc105036f9b566aa0653e3a59c99a8d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/3.0)",
"session_id": "b455e11d-fbd6-44d7-bf34-608f2cf766a5",
"risk_score": 58.99,
"confidence": 0.35
}
| null | null | null | null | null |
No additional info
|
AI system fine_tuning by shawn40 No additional info
|
fine_tuning
| null | null |
shawn40
| null | null | null | null | null | null | null | null | null | null | null | null |
model-17f4b4da
|
0cd0461bd4f45e1157e78a99466d9da8
|
8edafb1cf1975107eb494d1d0391905349fa3f2a46fc10630d662cb52462720c
| null | null |
c9a84149-1fcc-4091-81b9-1e6a57e47b77
| 2025-02-08T17:48:38
|
auth
|
ArcSight v7.4.0
|
medium
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for haleandre via MFA from 22.106.231.209 MITRE Technique: T1190 noise=UGFzdCBmaW5lLg==
|
{
"geo_location": "Spain",
"device_hash": "5e8891306b6f1fd3dca557e3b23c7364465d9566",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/4.0)",
"session_id": "7853a5ed-91da-4ee1-a4d8-150930cdc27b",
"risk_score": 38.38,
"confidence": 0.77
}
|
22.106.231.209
| null | null | null | null |
MITRE Technique: T1190
|
Auth timeout for haleandre via MFA from 22.106.231.209 MITRE Technique: T1190
|
timeout
| null | null |
haleandre
| null | null | null | null | null | null | null | null | null | null |
MFA
|
c3:7d:58:5a:57:4f
| null | null | null | null | null |
11ae4f19-1155-42e1-b19a-8408ce5f2474
| 2025-01-23T15:53:53
|
firewall
|
ArcSight v7.4.0
|
critical
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow DNS traffic from 14.237.237.172:139 to 6.215.75.165:378 No additional info
|
{
"geo_location": "Timor-Leste",
"device_hash": "768581ab6b06726a42329139a4cff5662dd60f1a545fe72d5cb013bd2502aaab",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_3_1 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) CriOS/46.0.850.0 Mobile/54D798 Safari/533.0",
"session_id": "a7a345fb-ec12-4699-a5c6-efe894adddd0",
"risk_score": 50.5,
"confidence": 0.84
}
|
14.237.237.172
|
6.215.75.165
| null | null | null |
No additional info
|
Firewall allow DNS traffic from 14.237.237.172:139 to 6.215.75.165:378 No additional info
|
allow
| 80,203
|
DNS
| null | null | null | null | null | null | null | null | 139
| 378
| 641
| null | null | null | null | null | null | null |
97306b76-2a3b-4d7e-8b0d-6624be3ef3f3
| 2025-04-15T06:51:53
|
firewall
|
Darktrace v6.0.0
|
critical
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny ICMP traffic from 131.178.212.205:775 to 150.117.72.141:200 No additional info noise=huge|along|local
|
{
"geo_location": "Macao",
"device_hash": "b44c74ea515433a64882a67053fbddf2",
"user_agent": "Opera/8.98.(X11; Linux i686; zu-ZA) Presto/2.9.168 Version/10.00",
"session_id": "ad44fe44-b9f9-4eb7-9603-03941fa6a38e",
"risk_score": 48.2,
"confidence": 0.26
}
|
131.178.212.205
|
150.117.72.141
| null | null | null |
No additional info
|
Firewall deny ICMP traffic from 131.178.212.205:775 to 150.117.72.141:200 No additional info
|
deny
| 155,134
|
ICMP
| null | null | null | null | null | null | null | null | 775
| 200
| 1,895
| null | null | null | null | null | null | null |
c52c3f51-151d-4913-b79c-ec6773f5c029
| 2025-06-12T15:45:37
|
ids_alert
|
FireEye HX v4.5.0
|
emergency
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|emergency| desc=FireEye HX Alert: Credential Stuffing detected from 141.97.102.207 targeting 123.175.143.118 Unconventional IOC: Bios timestamp anomalies | Obfuscated payload detected
|
{
"geo_location": "Tajikistan",
"device_hash": "d99d7939fadbf736c2c1fcb8cc103ec0",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/534.21.6 (KHTML, like Gecko) Version/5.0.5 Safari/534.21.6",
"session_id": "69145897-341d-4a6f-8577-59ad512e0a32",
"risk_score": 71.3,
"confidence": 0.2
}
|
141.97.102.207
|
123.175.143.118
|
Credential Stuffing
|
SIG-9589
|
Evasion
|
Unconventional IOC: Bios timestamp anomalies | Obfuscated payload detected
|
FireEye HX Alert: Credential Stuffing detected from 141.97.102.207 targeting 123.175.143.118 Unconventional IOC: Bios timestamp anomalies | Obfuscated payload detected
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
58c63696-51fc-4f49-be0e-22afe29a3bb7
| 2025-06-11T17:17:42
|
auth
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|high| desc=Auth locked for murphyjason via password from 151.2.128.167 No additional info
|
{
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "c9492fd34cf99c4160dd401da4ba10fcae0c08b9",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/533.27.6 (KHTML, like Gecko) Version/5.0.3 Safari/533.27.6",
"session_id": "a27c99e0-4e5a-406a-a974-befdbf46d7b6",
"risk_score": 81.4,
"confidence": 0.25
}
|
151.2.128.167
| null | null | null | null |
No additional info
|
Auth locked for murphyjason via password from 151.2.128.167 No additional info
|
locked
| null | null |
murphyjason
| null | null | null | null | null | null | null | null | null | null |
password
|
9b:be:27:cb:e1:b6
| null | null | null | null | null |
d6bd1dda-46b0-4147-b93a-358257d906bf
| 2025-07-04T21:09:45
|
network
|
Wazuh v4.5.0
|
low
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|low| desc=Network beaconing from 130.8.89.201 to 190.30.190.173 No additional info
|
{
"geo_location": "Namibia",
"device_hash": "09d082e6e7d2719d713c709ac4a1aeea905b5fac",
"user_agent": "Mozilla/5.0 (Linux; Android 6.0.1) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/49.0.826.0 Safari/531.1",
"session_id": "cc0b7b28-36f1-4f38-b065-c6bbcf6e6585",
"risk_score": 27.73,
"confidence": 0.3
}
|
130.8.89.201
|
190.30.190.173
| null | null | null |
No additional info
|
Network beaconing from 130.8.89.201 to 190.30.190.173 No additional info
|
beaconing
| 42,621
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
67a15bb5-10c0-48e7-abaf-b8ad0f0b4bed
| 2025-07-02T01:15:07
|
network
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|network|low| desc=Network bandwidth_usage from 89.6.9.237 to 105.106.158.220 No additional info
|
{
"geo_location": "Germany",
"device_hash": "0de6463f27fb68ba60887f465d0675d499e829c847b7ffd301545f9a0721b023",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/531.32.2 (KHTML, like Gecko) Version/4.0.5 Safari/531.32.2",
"session_id": "347b4ce9-ac08-49a5-91d5-44024c63e993",
"risk_score": 40.59,
"confidence": 0.15
}
|
89.6.9.237
|
105.106.158.220
| null | null | null |
No additional info
|
Network bandwidth_usage from 89.6.9.237 to 105.106.158.220 No additional info
|
bandwidth_usage
| 965,012
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8e39ecac-4551-4c1d-b071-73cd8d9159ba
| 2025-05-14T05:45:22
|
ids_alert
|
CrowdStrike v6.45.0
|
low
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|low| desc=CrowdStrike Alert: Cloud API Abuse detected from 212.181.166.213 targeting N/A No additional info
|
{
"geo_location": "Mauritania",
"device_hash": "42c183e1a68ec2794dd42716d131219d6fb208f2cdc0199b4a106cca8320bdb9",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/40.0.877.0 Safari/534.2",
"session_id": "d093dd8d-7093-4898-8fed-a7c920145e70",
"risk_score": 100,
"confidence": 0.52
}
|
212.181.166.213
|
N/A
|
Cloud API Abuse
|
SIG-2642
|
Recon
|
No additional info
|
CrowdStrike Alert: Cloud API Abuse detected from 212.181.166.213 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 |
d387a047-3398-4a03-a278-3ddb948c62f2
| 2025-02-26T11:00:13
|
endpoint
|
Microsoft Sentinel v1.0.0
|
low
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint driver_load /only/style.jpg by jimmy11 MITRE Technique: T1078.004 | Fileless execution detected
|
{
"geo_location": "Equatorial Guinea",
"device_hash": "7542588f422bd56b3a3c5cfdb7e2a655",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; tig-ER) AppleWebKit/531.8.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6531.8.5",
"session_id": "403bb5ba-4563-4169-832b-d6f92ddc6334",
"risk_score": 64.59,
"confidence": 0.41
}
| null | null | null | null | null |
MITRE Technique: T1078.004 | Fileless execution detected
|
Endpoint driver_load /only/style.jpg by jimmy11 MITRE Technique: T1078.004 | Fileless execution detected
|
driver_load
| null | null |
jimmy11
|
/only/style.jpg
| 3,491
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6fbdf952-472a-40f6-af44-cffd61124a74
| 2025-04-28T20:01:06
|
firewall
|
Tanium v7.4.0
|
high
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall deny ICMP traffic from 23.153.96.64:54606 to 10.158.155.231:144 MITRE Technique: T1204.002
|
{
"geo_location": "Northern Mariana Islands",
"device_hash": "36587a0804312a26d5254278097322a6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Win 9x 4.90; Trident/4.0)",
"session_id": "0292adaf-df34-4852-8798-a6c0b0472d9c",
"risk_score": 66.6,
"confidence": 0.58
}
|
23.153.96.64
|
10.158.155.231
| null | null | null |
MITRE Technique: T1204.002
|
Firewall deny ICMP traffic from 23.153.96.64:54606 to 10.158.155.231:144 MITRE Technique: T1204.002
|
deny
| 444,795
|
ICMP
| null | null | null | null | null | null | null | null | 54,606
| 144
| 698
| null | null | null | null | null | null | null |
89b642da-27a3-4fa3-9c59-036fe25d8a9c
| 2025-05-08T15:21:54
|
auth
|
Zeek v5.0.0
|
low
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|low| desc=Auth bypass for qzimmerman via key from 63.112.75.25 No additional info
|
{
"geo_location": "Cook Islands",
"device_hash": "081b2dd073dc484112758c0e81d9c46863e9ebd1",
"user_agent": "Opera/8.36.(X11; Linux i686; fi-FI) Presto/2.9.188 Version/10.00",
"session_id": "d639f83a-bce3-4fa5-a23f-2c04f10fa41a",
"risk_score": 55.02,
"confidence": 0.41
}
|
63.112.75.25
| null | null | null | null |
No additional info
|
Auth bypass for qzimmerman via key from 63.112.75.25 No additional info
|
bypass
| null | null |
qzimmerman
| null | null | null | null | null | null | null | null | null | null |
key
|
4f:d5:67:cd:3d:c2
| null | null | null | null | null |
3c49fd95-28b4-4a95-ae3c-7c84816fe788
| 2025-05-02T02:54:00
|
iot
|
Wazuh v4.5.0
|
medium
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat firmware_update MITRE Technique: T1053.005 | Unconventional IOC: Quantum random number deviations noise=power|of|so
|
{
"geo_location": "Burkina Faso",
"device_hash": "b107d9f81dcc1948697133bdfd3645d6",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_0; rv:1.9.6.20) Gecko/7937-06-03 22:27:50 Firefox/4.0",
"session_id": "758c1187-4256-4525-b4a1-6c4ea4013861",
"risk_score": 33.02,
"confidence": 0.35
}
| null | null | null | null | null |
MITRE Technique: T1053.005 | Unconventional IOC: Quantum random number deviations
|
IoT device Thermostat firmware_update MITRE Technique: T1053.005 | Unconventional IOC: Quantum random number deviations
|
firmware_update
| null | null | null | null | null | null | null |
Thermostat
|
iot-fcd40b34
|
7.9
| null | null | null | null | null | null | null | null | null | null |
139b11a1-3439-470f-8434-6398eb76c65a
| 2025-04-11T11:05:49
|
ids_alert
|
Palo Alto Cortex v3.0.0
|
medium
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|medium| desc=Palo Alto Cortex Alert: Port Scan detected from 10.31.15.174 targeting 112.133.207.149 MITRE Technique: T1059.005 noise=posts/main/posts
|
{
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "deae14eead5ad8df9a2d97fcd787bc363b9bafa3f330f6ccf74790fcb0c7fe51",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.2; Trident/5.0)",
"session_id": "71856efd-70b6-4981-a868-0e57f71d321a",
"risk_score": 40.4,
"confidence": 0.37
}
|
10.31.15.174
|
112.133.207.149
|
Port Scan
|
SIG-1516
|
Malware
|
MITRE Technique: T1059.005
|
Palo Alto Cortex Alert: Port Scan detected from 10.31.15.174 targeting 112.133.207.149 MITRE Technique: T1059.005
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a7234c22-1ec8-4e1b-ab67-2c8d570bd985
| 2025-05-06T19:25:02
|
ids_alert
|
Darktrace v6.0.0
|
high
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|high| desc=Darktrace Alert: DDoS detected from 216.89.5.5 targeting 52.215.178.12 MITRE Technique: T1071.001
|
{
"geo_location": "Moldova",
"device_hash": "d00121c5738c9907e78bfa6240e2d5ef3706c7ae",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/5.1)",
"session_id": "88ce38e7-6656-43c5-a983-37daa543e2aa",
"risk_score": 30.84,
"confidence": 0.96
}
|
216.89.5.5
|
52.215.178.12
|
DDoS
|
SIG-6358
|
Malware
|
MITRE Technique: T1071.001
|
Darktrace Alert: DDoS detected from 216.89.5.5 targeting 52.215.178.12 MITRE Technique: T1071.001
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4c0d8ab1-c969-4276-8faa-8e83b6a8b38e
| 2025-04-03T13:19:58
|
cloud
|
ArcSight v7.4.0
|
medium
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|medium| desc=Cloud instance_creation in AWS by silvaroger No additional info
|
{
"geo_location": "Ethiopia",
"device_hash": "1e1d91ea769982dfabc38d8833928244703cedec",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_0 rv:6.0; om-ET) AppleWebKit/534.27.3 (KHTML, like Gecko) Version/5.0.3 Safari/534.27.3",
"session_id": "fad61636-00ee-4949-9568-2641c54fc925",
"risk_score": 27.1,
"confidence": 0.72
}
| null | null | null | null | null |
No additional info
|
Cloud instance_creation in AWS by silvaroger No additional info
|
instance_creation
| null | null |
silvaroger
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-032f60fe
|
6492dd06-c64f-427d-8149-1901ee8b8914
| 2025-01-22T18:48:26
|
firewall
|
Darktrace v6.0.0
|
high
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|high| desc=Firewall allow RDP traffic from 223.152.200.10:542 to 7.134.199.230:187 Associated Threat Actor: APT34 | Unconventional IOC: UEFI variable tampering noise=TGV0Lg==
|
{
"geo_location": "Uruguay",
"device_hash": "6f92908044bc1c1d795a03d9dad82563b0d03da1443fe097228f1c02657b1d56",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_1 rv:4.0; mni-IN) AppleWebKit/533.28.2 (KHTML, like Gecko) Version/4.1 Safari/533.28.2",
"session_id": "854e30c1-1668-491f-86fe-5abdec3b54a7",
"risk_score": 40.09,
"confidence": 0.28
}
|
223.152.200.10
|
7.134.199.230
| null | null | null |
Associated Threat Actor: APT34 | Unconventional IOC: UEFI variable tampering
|
Firewall allow RDP traffic from 223.152.200.10:542 to 7.134.199.230:187 Associated Threat Actor: APT34 | Unconventional IOC: UEFI variable tampering
|
allow
| 705,352
|
RDP
| null | null | null | null | null | null | null | null | 542
| 187
| 645
| null | null | null | null | null | null | null |
0099d91a-b174-4c1e-9373-c8be2235bdb6
| 2025-04-16T22:16:03
|
endpoint
|
OSSEC v3.7.0
|
high
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint driver_load /full/among.json by johnsonholly MITRE Technique: T1574.002 noise=0634E417
|
{
"geo_location": "Moldova",
"device_hash": "a89c0b9631a36a488b63643ea08cad6d587f046d",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/47.0.803.0 Safari/536.2",
"session_id": "857573d4-817a-46a4-96d7-80fca1985bcb",
"risk_score": 43.34,
"confidence": 0.11
}
| null | null | null | null | null |
MITRE Technique: T1574.002
|
Endpoint driver_load /full/among.json by johnsonholly MITRE Technique: T1574.002
|
driver_load
| null | null |
johnsonholly
|
/full/among.json
| 7,722
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2ee99302-f5ca-4455-a46f-644071995a3c
| 2025-04-18T11:51:31
|
ai
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by coffeypaula No additional info
|
{
"geo_location": "Japan",
"device_hash": "457de129a06c47b4d6c43feb84d30560",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_5_7 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) CriOS/59.0.824.0 Mobile/89Y318 Safari/535.0",
"session_id": "4f6992d0-ff9c-45c7-9361-e766395498ca",
"risk_score": 55.37,
"confidence": 0.07
}
| null | null | null | null | null |
No additional info
|
AI system membership_inference by coffeypaula No additional info
|
membership_inference
| null | null |
coffeypaula
| null | null | null |
{
"baseline_deviation": 2.76,
"entropy": 6.29,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null |
model-b7a34143
|
ff45ea3ce9bc4839d079f2d342aec4649dabd16e55e992ccfe4e208613f86544
|
73a1840fc7ef1813e5ff1538d93b42bc73d1d242a0f5ab9e935388c4d4dee57b
| null | null |
b9d9cc76-aa1d-4726-8fe8-1217a40d185d
| 2023-08-26T00:01:40
|
cloud
|
Snort v2.9.20
|
high
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in AWS by keithbond No additional info
|
{
"geo_location": "Bermuda",
"device_hash": "3edd9575df143bf7ec230d22fcb3d08880c3710b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/5.0)",
"session_id": "45d852d9-7285-47bd-8ba4-8cfa75d1e4e9",
"risk_score": 50.29,
"confidence": 0.24
}
| null | null | null | null | null |
No additional info
|
Cloud api_abuse in AWS by keithbond No additional info
|
api_abuse
| null | null |
keithbond
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-c3fa3fc6
|
ad79b7b8-cb9e-4c58-8452-e37f8e1c4a12
| 2025-06-16T11:01:19
|
ai
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|medium| desc=AI system fine_tuning by samanthaflores No additional info
|
{
"geo_location": "Qatar",
"device_hash": "a2f9051ac9523ca59f3de832f5199517",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/534.19.4 (KHTML, like Gecko) Version/4.1 Safari/534.19.4",
"session_id": "b2e0a031-e51c-4704-814d-53624f2a0e82",
"risk_score": 50.08,
"confidence": 0.61
}
| null | null | null | null | null |
No additional info
|
AI system fine_tuning by samanthaflores No additional info
|
fine_tuning
| null | null |
samanthaflores
| null | null | null | null | null | null | null | null | null | null | null | null |
model-c6025b66
|
0885d627507ea574ae2f8a8f8c55358aee1699e6
|
a786acec8434c2bcccb2971776549617
| null | null |
ca862b48-3606-45c2-93c8-33acad3aab96
| 2025-07-01T21:24:15
|
iot
|
Snort v2.9.20
|
critical
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|critical| desc=IoT device Camera unusual_activity Associated Threat Actor: Kimsuky
|
{
"geo_location": "Guatemala",
"device_hash": "ec5b222ea1d8eeffff5431e7252c90c6af0c09395642661bebfea7003e67e44f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/5.1)",
"session_id": "7512975b-46a2-463c-a893-21b8fd9324f6",
"risk_score": 86.64,
"confidence": 0.98
}
| null | null | null | null | null |
Associated Threat Actor: Kimsuky
|
IoT device Camera unusual_activity Associated Threat Actor: Kimsuky
|
unusual_activity
| null | null | null | null | null | null | null |
Camera
|
iot-9efefd3d
|
5.5
| null | null | null | null | null | null | null | null | null | null |
ab635432-12f4-4d04-a43c-4be44c67dfa5
| 2025-05-04T08:11:25
|
ai
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by nvalenzuela No additional info
|
{
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "e15816e9050bfb2d4f165884759496c75e6fe9b8",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_6 rv:2.0; ks-IN) AppleWebKit/534.38.2 (KHTML, like Gecko) Version/4.0.1 Safari/534.38.2",
"session_id": "f41f8428-df20-44db-9606-6c15fc2143ae",
"risk_score": 33.62,
"confidence": 0.75
}
| null | null | null | null | null |
No additional info
|
AI system adversarial_input by nvalenzuela No additional info
|
adversarial_input
| null | null |
nvalenzuela
| null | null | null |
{
"baseline_deviation": 2.71,
"entropy": 2.24,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null |
model-f1419ee0
|
7c533b754547e27cc18e3f12290c66ce6517b3e13e4b9f0f1504d8ac91762460
|
f906b2c97dfdf321364e7dba4589f204c535f69ef96a568c74498076bc9521a0
| null | null |
41f5308e-504d-4007-9c3f-71e973c8dbb7
| 2025-05-28T08:45:23
|
endpoint
|
Darktrace v6.0.0
|
medium
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint registry_change /all/very.tiff by travis45 MITRE Technique: T1543.003
|
{
"geo_location": "Antigua and Barbuda",
"device_hash": "f82462325eae90a16b1f2fdfdd3f92581f5e8f34497640a4dbd3153d9a71b53b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.01; Trident/4.0)",
"session_id": "ed3f0d4c-4c9d-49fe-ab26-c153e8bf9e8b",
"risk_score": 29.03,
"confidence": 0.97
}
| null | null | null | null | null |
MITRE Technique: T1543.003
|
Endpoint registry_change /all/very.tiff by travis45 MITRE Technique: T1543.003
|
registry_change
| null | null |
travis45
|
/all/very.tiff
| 3,551
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9c47d435-2c8b-465d-95ec-099adca1d1fd
| 2025-05-02T07:53:52
|
firewall
|
FireEye HX v4.5.0
|
low
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall drop HTTP traffic from 10.177.8.0:479 to 37.46.198.242:40081 No additional info
|
{
"geo_location": "Madagascar",
"device_hash": "1fb37dc9aa9f3d6e34f88532c181947b9c48f757a351ab335221b42bc8e82fe9",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 9_3_6 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) CriOS/60.0.897.0 Mobile/73L723 Safari/534.2",
"session_id": "06633073-d676-400c-a5b1-14dd62467f01",
"risk_score": 24.74,
"confidence": 0.08
}
|
10.177.8.0
|
37.46.198.242
| null | null | null |
No additional info
|
Firewall drop HTTP traffic from 10.177.8.0:479 to 37.46.198.242:40081 No additional info
|
drop
| 903,342
|
HTTP
| null | null | null | null | null | null | null | null | 479
| 40,081
| 3,281
| null | null | null | null | null | null | null |
14bdded1-a88c-495f-a961-3f69b7e08bab
| 2022-07-10T11:15:47
|
cloud
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in OCI by estradagary No additional info
|
{
"geo_location": "Grenada",
"device_hash": "63c263a9a4c8f8abf55f71d74eec9337924ec98ffaae87e66c14a9e0e3555d34",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/16.0.811.0 Safari/535.0",
"session_id": "52f254be-4995-4591-8613-3ed3851bea22",
"risk_score": 38.88,
"confidence": 0.67
}
| null | null | null | null | null |
No additional info
|
Cloud crypto_mining in OCI by estradagary No additional info
|
crypto_mining
| null | null |
estradagary
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-a8992248
|
02104914-06fe-43e7-90e9-2caa4f06ad3f
| 2025-02-02T18:30:15
|
cloud
|
AlienVault v5.7.0
|
medium
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud container_escape in GCP by lisafuentes MITRE Technique: T1059.005 | Cross-tenant access detected
|
{
"geo_location": "Togo",
"device_hash": "83701dc129b3ec625e73b2d9443982da1f4e3afa",
"user_agent": "Opera/8.16.(Windows NT 6.0; bg-BG) Presto/2.9.181 Version/11.00",
"session_id": "e4e2addf-e7df-4524-b642-bef219437b74",
"risk_score": 58.71,
"confidence": 0.57
}
| null | null | null | null | null |
MITRE Technique: T1059.005 | Cross-tenant access detected
|
Cloud container_escape in GCP by lisafuentes MITRE Technique: T1059.005 | Cross-tenant access detected
|
container_escape
| null | null |
lisafuentes
| null | null | null |
{
"baseline_deviation": 0.75,
"entropy": 7.06,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-b2c438cc
|
7ba66a38-72ab-42aa-bc45-03df66bad4aa
| 2025-02-01T16:33:39
|
auth
|
Trellix v10.7.0
|
high
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|high| desc=Auth locked for jasonjones via passwordless from 156.28.82.110 No additional info
|
{
"geo_location": "Nepal",
"device_hash": "27fb7ece1c822131391ff3801df24cc4",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_6; rv:1.9.3.20) Gecko/9524-12-01 00:34:55 Firefox/3.8",
"session_id": "b78f0327-1537-4f36-80b7-9f794d3f978c",
"risk_score": 33.85,
"confidence": 0.69
}
|
156.28.82.110
| null | null | null | null |
No additional info
|
Auth locked for jasonjones via passwordless from 156.28.82.110 No additional info
|
locked
| null | null |
jasonjones
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
21:f0:ef:03:a6:83
| null | null | null | null | null |
6cb60f30-fd42-42ac-a981-0768e94a2c74
| 2025-07-08T05:18:01
|
auth
|
Snort v2.9.20
|
high
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|high| desc=Auth locked for sturner via passwordless from 211.156.126.149 No additional info
|
{
"geo_location": "Holy See (Vatican City State)",
"device_hash": "2489bc45babab2a2dd4cc4f7a01b0db4",
"user_agent": "Opera/8.11.(Windows NT 5.01; ko-KR) Presto/2.9.169 Version/10.00",
"session_id": "0981d393-188f-480e-af41-1255b5ee1360",
"risk_score": 30.9,
"confidence": 0.76
}
|
211.156.126.149
| null | null | null | null |
No additional info
|
Auth locked for sturner via passwordless from 211.156.126.149 No additional info
|
locked
| null | null |
sturner
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
f3:e4:ba:03:d8:f7
| null | null | null | null | null |
ad5ec3a3-e2b7-48ea-a624-ca605bc33efb
| 2025-05-05T00:57:28
|
iot
|
AlienVault v5.7.0
|
medium
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical sensor_spoofing MITRE Technique: T1059.001 | Sensor spoofing detected
|
{
"geo_location": "Korea",
"device_hash": "9090264ebd45922a8037ce48daf93ed984d2d04d9c41fe56be1eb2c0bc8bfdc9",
"user_agent": "Mozilla/5.0 (Android 2.3.4; Mobile; rv:50.0) Gecko/50.0 Firefox/50.0",
"session_id": "cb8b9f5f-127c-42db-ae58-5729ee0d8515",
"risk_score": 24.7,
"confidence": 0.19
}
| null | null | null | null | null |
MITRE Technique: T1059.001 | Sensor spoofing detected
|
IoT device Medical sensor_spoofing MITRE Technique: T1059.001 | Sensor spoofing detected
|
sensor_spoofing
| null | null | null | null | null | null | null |
Medical
|
iot-cb46f3a3
|
3.1
| null | null | null | null | null | null | null | null | null | null |
85f98adc-6712-4f7f-8739-9c8fc23cc23e
| 2025-05-19T17:33:20
|
ai
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|high| desc=AI system training_data_poisoning by timothy37 No additional info
|
{
"geo_location": "Andorra",
"device_hash": "860ea5cde7e70e483120799e6cbe41ee",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/533.10.4 (KHTML, like Gecko) Version/5.0.4 Safari/533.10.4",
"session_id": "3a74229c-6dc1-47f5-ac04-d4a949605c7a",
"risk_score": 10.21,
"confidence": 0.99
}
| null | null | null | null | null |
No additional info
|
AI system training_data_poisoning by timothy37 No additional info
|
training_data_poisoning
| null | null |
timothy37
| null | null | null | null | null | null | null | null | null | null | null | null |
model-fe7e1ec2
|
8d3ffb687097f5d131084854f492693c2ba5feb0dff2f7cb1da8a8172e32ae00
|
4726aec00fa5811841ff364a6743a4ba43d4b31a
| null | null |
235a4340-446e-4e40-8953-19c1818353df
| 2025-06-21T00:20:06
|
network
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|medium| desc=Network covert_channel from 140.250.135.51 to 44.255.159.101 Unconventional IOC: GPU memory artifacts
|
{
"geo_location": "Philippines",
"device_hash": "5dbfdcd6d5dd1cdec3944115e8eef60cb1ba53fd",
"user_agent": "Opera/8.57.(Windows NT 11.0; szl-PL) Presto/2.9.182 Version/12.00",
"session_id": "ab588a6c-fb87-4a0a-af6d-40bc0d806618",
"risk_score": 36.61,
"confidence": 0.56
}
|
140.250.135.51
|
44.255.159.101
| null | null | null |
Unconventional IOC: GPU memory artifacts
|
Network covert_channel from 140.250.135.51 to 44.255.159.101 Unconventional IOC: GPU memory artifacts
|
covert_channel
| 888,372
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fada5911-ff20-4250-a20c-7b372e534d99
| 2025-04-29T09:18:43
|
firewall
|
FireEye HX v4.5.0
|
low
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall allow SSH traffic from 10.66.188.6:54244 to 30.169.41.28:801 Unconventional IOC: Bios timestamp anomalies
|
{
"geo_location": "Costa Rica",
"device_hash": "e7ed17881feaedf00ef766599ab9d8c7dd85d1e37bce834d3f69500ec27ffeed",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/534.1.3 (KHTML, like Gecko) Version/5.0.3 Safari/534.1.3",
"session_id": "bd5252a8-35f2-4937-8cda-6aa1c346b31e",
"risk_score": 55.75,
"confidence": 0.01
}
|
10.66.188.6
|
30.169.41.28
| null | null | null |
Unconventional IOC: Bios timestamp anomalies
|
Firewall allow SSH traffic from 10.66.188.6:54244 to 30.169.41.28:801 Unconventional IOC: Bios timestamp anomalies
|
allow
| 836,823
|
SSH
| null | null | null | null |
{
"baseline_deviation": 1.72,
"entropy": 7.21,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | 54,244
| 801
| 3,590
| null | null | null | null | null | null | null |
54b4ff45-e9b6-42bc-9ef8-067d3e7fabfe
| 2025-05-30T21:06:27
|
ai
|
LogRhythm v7.5.0
|
info
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|info| desc=AI system adversarial_input by sarah46 MITRE Technique: T1053.005
|
{
"geo_location": "Azerbaijan",
"device_hash": "4d0a1f8c44d05930677db91efb357e93ffb07c8a",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_6) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/19.0.884.0 Safari/536.2",
"session_id": "4450979b-7eec-4150-8190-de7b3c95c779",
"risk_score": 82.27,
"confidence": 0.07
}
| null | null | null | null | null |
MITRE Technique: T1053.005
|
AI system adversarial_input by sarah46 MITRE Technique: T1053.005
|
adversarial_input
| null | null |
sarah46
| null | null | null |
{
"baseline_deviation": 0.67,
"entropy": 7.05,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null |
model-2e99d6f0
|
ae514bad1949bd4a9909f231dbdc441234a014a3ac639ea979548756475f277c
|
5e66e91e113be134914e65cff51822ff
| null | null |
be9a8a38-fdd7-4224-b029-fa5022987939
| 2025-06-01T02:23:23
|
endpoint
|
FireEye HX v4.5.0
|
info
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint service_install /site/election.tiff by gsmith No additional info
|
{
"geo_location": "Christmas Island",
"device_hash": "5687cf60cf003a4a6be5a97310d99f46",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_4_8 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/15.9i9939.0 Mobile/80G171 Safari/535.1",
"session_id": "33a85003-79de-4fff-8f6b-f99dcd7dce3e",
"risk_score": 6.15,
"confidence": 0.8
}
| null | null | null | null | null |
No additional info
|
Endpoint service_install /site/election.tiff by gsmith No additional info
|
service_install
| null | null |
gsmith
|
/site/election.tiff
| 2,131
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a2f358a2-7fd5-489c-ba6a-a4199e430050
| 2025-07-09T23:47:39
|
iot
|
Elastic SIEM v8.9.0
|
medium
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical unusual_activity No additional info
|
{
"geo_location": "Mexico",
"device_hash": "93620650207f7236f2f1712b82de544ad38e4679ac592599a66a960ee82cb8f7",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/532.21.6 (KHTML, like Gecko) Version/5.0.1 Safari/532.21.6",
"session_id": "da3d53d4-36c6-4375-ab33-ec0bb3375e85",
"risk_score": 40.75,
"confidence": 0.89
}
| null | null | null | null | null |
No additional info
|
IoT device Medical unusual_activity No additional info
|
unusual_activity
| null | null | null | null | null | null | null |
Medical
|
iot-8ba48221
|
8.1
| null | null | null | null | null | null | null | null | null | null |
58ae2034-df85-4b23-8c8f-5defd2fdddfe
| 2025-05-21T18:47:23
|
auth
|
OSSEC v3.7.0
|
high
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|high| desc=Auth bypass for joancarr via biometric from 85.59.2.214 No additional info
|
{
"geo_location": "Denmark",
"device_hash": "528e3aa5737bede8795a46bc99bd717f08549712",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/3.0)",
"session_id": "94c631de-f6db-45e9-abd5-04fe2fe8cdef",
"risk_score": 34.03,
"confidence": 0.31
}
|
85.59.2.214
| null | null | null | null |
No additional info
|
Auth bypass for joancarr via biometric from 85.59.2.214 No additional info
|
bypass
| null | null |
joancarr
| null | null | null | null | null | null | null | null | null | null |
biometric
|
39:a0:ac:2c:2a:10
| null | null | null | null | null |
cc7839ed-3c0c-4425-b134-e0b81b56a658
| 2025-02-20T03:51:25
|
endpoint
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection local by nmontes Associated Threat Actor: Mustang Panda
|
{
"geo_location": "Bosnia and Herzegovina",
"device_hash": "a0747e009807bcb9429dc424c8efc3636eec874f",
"user_agent": "Mozilla/5.0 (Windows NT 5.1; lb-LU; rv:1.9.2.20) Gecko/5028-07-13 07:49:18 Firefox/3.8",
"session_id": "227d811a-1d40-44ef-9aae-1b45ab80662b",
"risk_score": 61.94,
"confidence": 0.45
}
| null | null | null | null | null |
Associated Threat Actor: Mustang Panda
|
Endpoint memory_injection local by nmontes Associated Threat Actor: Mustang Panda
|
memory_injection
| null | null |
nmontes
|
local
| 4,233
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4196a6c5-3667-4d7e-813d-7bbcdab621e3
| 2025-01-23T18:05:44
|
cloud
|
Wazuh v4.5.0
|
critical
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud storage_access in Azure by charlessullivan MITRE Technique: T1204.002 | Cross-tenant access detected
|
{
"geo_location": "Grenada",
"device_hash": "bfcb18768b01f68d47bb7e1f6134f6aa",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_4 rv:3.0; csb-PL) AppleWebKit/532.50.5 (KHTML, like Gecko) Version/4.0.4 Safari/532.50.5",
"session_id": "030f5812-f93c-4074-885e-cf4c17db4155",
"risk_score": 21.73,
"confidence": 0.05
}
| null | null | null | null | null |
MITRE Technique: T1204.002 | Cross-tenant access detected
|
Cloud storage_access in Azure by charlessullivan MITRE Technique: T1204.002 | Cross-tenant access detected
|
storage_access
| null | null |
charlessullivan
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-b37be096
|
80b77580-89a8-4e84-9830-66c419b47007
| 2025-03-15T10:47:26
|
network
|
QRadar v7.5.0
|
medium
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 211.151.110.110 to 190.255.131.8 No additional info
|
{
"geo_location": "Norway",
"device_hash": "aa1c8981f5826d79e0181593fbf09c094bca2b39f8f6260ee4ebe8d581db90d6",
"user_agent": "Opera/8.69.(X11; Linux x86_64; ug-CN) Presto/2.9.171 Version/11.00",
"session_id": "c24df8de-fdc2-4e8c-96a0-ae8dad4c7407",
"risk_score": 30.76,
"confidence": 0.28
}
|
211.151.110.110
|
190.255.131.8
| null | null | null |
No additional info
|
Network disconnection from 211.151.110.110 to 190.255.131.8 No additional info
|
disconnection
| 744,072
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d21c4fd9-4b74-4c6b-9b60-973343dbc75b
| 2027-06-11T22:00:55
|
auth
|
Splunk v9.0.2
|
low
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|low| desc=Auth failed for pattersonandrew via biometric from 10.35.130.152 MITRE Technique: T1053.005 noise=guess|hope|American
|
{
"geo_location": "United States of America",
"device_hash": "47e3a8952cf7ec1a9574f8dc6b7307ff4f2089be30252dc3c2691585ba3ebfdc",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_3 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) CriOS/32.0.830.0 Mobile/98N077 Safari/532.0",
"session_id": "dc770bdf-a6ae-423c-87b4-69dabef1b244",
"risk_score": 13.53,
"confidence": 0.08
}
|
10.35.130.152
| null | null | null | null |
MITRE Technique: T1053.005
|
Auth failed for pattersonandrew via biometric from 10.35.130.152 MITRE Technique: T1053.005
|
failed
| null | null |
pattersonandrew
| null | null | null | null | null | null | null | null | null | null |
biometric
|
47:cd:f6:29:94:db
| null | null | null | null | null |
ebc37423-d30a-4504-9386-6adebb219a6f
| 2025-03-29T05:37:37
|
auth
|
Trellix v10.7.0
|
high
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|high| desc=Auth failed for sfoster via OAuth from 121.111.22.51 No additional info
|
{
"geo_location": "Russian Federation",
"device_hash": "bc41facffd175b5e25318474096a1df1c71795f535fda4e0fdf034b023c3800a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 10.0; Trident/4.1)",
"session_id": "c84a680c-b56f-4516-b59d-2d237926585e",
"risk_score": 48.5,
"confidence": 0.39
}
|
121.111.22.51
| null | null | null | null |
No additional info
|
Auth failed for sfoster via OAuth from 121.111.22.51 No additional info
|
failed
| null | null |
sfoster
| null | null | null | null | null | null | null | null | null | null |
OAuth
|
d4:8b:df:42:b7:80
| null | null | null | null | null |
3c97ba4d-b294-406a-aef5-fe4300a0a5f6
| 2025-06-29T13:02:03
|
iot
|
CrowdStrike v6.45.0
|
low
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC firmware_update No additional info
|
{
"geo_location": "Cyprus",
"device_hash": "534cc2b4ec2e851c126f3a5faf559281",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_9 rv:3.0; kl-GL) AppleWebKit/532.33.7 (KHTML, like Gecko) Version/5.0 Safari/532.33.7",
"session_id": "b1883c3f-91b3-4a03-b21c-3d8fe6d42514",
"risk_score": 55.93,
"confidence": 0.01
}
| null | null | null | null | null |
No additional info
|
IoT device HVAC firmware_update No additional info
|
firmware_update
| null | null | null | null | null | null |
{
"baseline_deviation": 2.9,
"entropy": 2.01,
"frequency_anomaly": false,
"sequence_anomaly": true
}
|
HVAC
|
iot-6624898a
|
2.5
| null | null | null | null | null | null | null | null | null | null |
16d9f816-e097-4201-8098-df93a6aaaf5b
| 2025-06-07T01:48:44
|
firewall
|
Tanium v7.4.0
|
medium
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|medium| desc=Firewall deny HTTPS traffic from 178.227.20.100:368 to 4.158.100.49:24 Associated Threat Actor: Kimsuky
|
{
"geo_location": "Albania",
"device_hash": "026972e3037aa230b42cc25e23b6af36657a0ab71c380925bb436ebbbd0a79f3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.0; Trident/3.0)",
"session_id": "14efcbc3-d77c-4ebb-8c1b-6a10bdef1ff3",
"risk_score": 49.76,
"confidence": 0.45
}
|
178.227.20.100
|
4.158.100.49
| null | null | null |
Associated Threat Actor: Kimsuky
|
Firewall deny HTTPS traffic from 178.227.20.100:368 to 4.158.100.49:24 Associated Threat Actor: Kimsuky
|
deny
| 721,276
|
HTTPS
| null | null | null | null | null | null | null | null | 368
| 24
| 2,876
| null | null | null | null | null | null | null |
f6612e58-e27b-4cc9-baf2-2c1dca7b3dc4
| 2025-02-09T14:39:54
|
ai
|
AlienVault v5.7.0
|
high
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|high| desc=AI system fine_tuning by ubrooks No additional info noise=success|theory|local
|
{
"geo_location": "Russia",
"device_hash": "373a583248eec41a6b3880fbbdb33b478a1f5c990f96b5a83c8e2742bdad2404",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.0; Trident/4.1)",
"session_id": "688f9eb7-e73a-4f45-b6d4-aaa36dabbea5",
"risk_score": 39.52,
"confidence": 0.65
}
| null | null | null | null | null |
No additional info
|
AI system fine_tuning by ubrooks No additional info
|
fine_tuning
| null | null |
ubrooks
| null | null | null |
{
"baseline_deviation": 0.92,
"entropy": 7.54,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null |
model-94d1b4c9
|
c9001dde5474e9ffcd5558165ec469548a5d7779ef392d389d8288933ae01c24
|
ad1684f65c7898dc151de77913a2c803
| null | null |
e60f94d1-c776-4af5-ae56-922512bf460d
| 2025-03-24T21:38:03
|
cloud
|
Wazuh v4.5.0
|
info
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|info| desc=Cloud shadow_it in GCP by isaiahfields Associated Threat Actor: APT34
|
{
"geo_location": "Turks and Caicos Islands",
"device_hash": "081e80938cb6101d202a25e04d8d57e2",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_5 rv:3.0; ko-KR) AppleWebKit/531.11.7 (KHTML, like Gecko) Version/5.0 Safari/531.11.7",
"session_id": "adbe201e-1182-45c2-a13a-b9a17726fa57",
"risk_score": 45.73,
"confidence": 0.35
}
| null | null | null | null | null |
Associated Threat Actor: APT34
|
Cloud shadow_it in GCP by isaiahfields Associated Threat Actor: APT34
|
shadow_it
| null | null |
isaiahfields
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-15664679
|
a9ad5a5f-4c6e-46f9-9674-54e0c32f0c06
| 2029-09-04T23:47:57
|
iot
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|low| desc=IoT device HVAC physical_tamper No additional info
|
{
"geo_location": "Romania",
"device_hash": "af226c5f48fdc7df8d3bf4e88a997f87",
"user_agent": "Opera/9.58.(X11; Linux x86_64; ca-AD) Presto/2.9.190 Version/11.00",
"session_id": "02d297cd-1f7b-4a37-985f-4bebca743feb",
"risk_score": 76.21,
"confidence": 0.46
}
| null | null | null | null | null |
No additional info
|
IoT device HVAC physical_tamper No additional info
|
physical_tamper
| null | null | null | null | null | null | null |
HVAC
|
iot-e177196f
|
4.1
| null | null | null | null | null | null | null | null | null | null |
fc3d4d90-d0d4-40ce-9abf-bb4610971149
| 2025-05-22T21:40:26
|
ai
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|medium| desc=AI system api_abuse by raven66 MITRE Technique: T1204.002
|
{
"geo_location": "Russia",
"device_hash": "bb4b1c50d55f9d558a64f7d92bd6a24b1e707cd0",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/535.5.6 (KHTML, like Gecko) Version/5.0.5 Safari/535.5.6",
"session_id": "a0ac0c9c-526d-4657-8731-aa34e25e9134",
"risk_score": 10.31,
"confidence": 0.86
}
| null | null | null | null | null |
MITRE Technique: T1204.002
|
AI system api_abuse by raven66 MITRE Technique: T1204.002
|
api_abuse
| null | null |
raven66
| null | null | null | null | null | null | null | null | null | null | null | null |
model-f38db5fb
|
8fd37226ce207caf339cff4e7f153edc9c3d8283e6f347b8486126e6001a50de
|
4a696176da97028ce1c3db762680ced1
| null | null |
afd1408c-b2ae-4a7d-876b-b0f21de3291a
| 2025-07-03T00:48:14
|
ai
|
Zeek v5.0.0
|
critical
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by jordanlindsey No additional info
|
{
"geo_location": "French Southern Territories",
"device_hash": "b9185a385962020a861dacab5ae2131e",
"user_agent": "Opera/8.77.(X11; Linux i686; it-CH) Presto/2.9.180 Version/11.00",
"session_id": "933567c2-7807-43c7-a890-e2a02823b25f",
"risk_score": 68.84,
"confidence": 0.53
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by jordanlindsey No additional info
|
model_inversion
| null | null |
jordanlindsey
| null | null | null | null | null | null | null | null | null | null | null | null |
model-43adb095
|
c310a4ef875c3c5d0a457e5e37b18138
|
d0956bb1e1173e4cccdcb88ceb98fd62
| null | null |
50c3f036-9dfd-47e6-b7a3-1d8ea46c13ef
| 2025-04-21T07:39:16
|
cloud
|
Suricata v6.0.10
|
high
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in GCP by areyes No additional info
|
{
"geo_location": "Spain",
"device_hash": "eef8b66f9bad94c402d3446cbc15e7ac7cf78c823b870672dc199d27a4236c54",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/3.1)",
"session_id": "b10130a4-80fb-439c-846d-6d55632cb59f",
"risk_score": 63.21,
"confidence": 0.03
}
| null | null | null | null | null |
No additional info
|
Cloud api_abuse in GCP by areyes No additional info
|
api_abuse
| null | null |
areyes
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-de894ce4
|
cfd5d60d-e25b-45fd-a2e5-c66a46dde8d8
| 2025-02-20T09:58:45
|
cloud
|
Snort v2.9.20
|
critical
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|critical| desc=Cloud container_escape in OCI by munozbrandon Unconventional IOC: ACPI table modifications | Cross-tenant access detected noise=908213D3
|
{
"geo_location": "Taiwan",
"device_hash": "d1f14d19869ed39cbfe25c2d7e3d5c6c785be6f3c101f02b4a570e6b03471d46",
"user_agent": "Opera/9.62.(Windows NT 11.0; sq-AL) Presto/2.9.176 Version/11.00",
"session_id": "4207bb53-a9df-4ae4-9bad-2171f133d9a4",
"risk_score": 58.76,
"confidence": 0.55
}
| null | null | null | null | null |
Unconventional IOC: ACPI table modifications | Cross-tenant access detected
|
Cloud container_escape in OCI by munozbrandon Unconventional IOC: ACPI table modifications | Cross-tenant access detected
|
container_escape
| null | null |
munozbrandon
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-bdabf0b4
|
2333e06c-4fff-4539-93c9-e882e51000f0
| 2025-03-29T21:26:56
|
auth
|
AlienVault v5.7.0
|
medium
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for nbranch via biometric from 207.255.31.11 MITRE Technique: T1071.001
|
{
"geo_location": "Burundi",
"device_hash": "6a5be24f6a5df3e857381061e30949b9ddfdbd87",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.6) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/56.0.893.0 Safari/536.1",
"session_id": "1c6c4fa2-7e29-4565-82f1-27d98a06cb33",
"risk_score": 20.49,
"confidence": 0.04
}
|
207.255.31.11
| null | null | null | null |
MITRE Technique: T1071.001
|
Auth timeout for nbranch via biometric from 207.255.31.11 MITRE Technique: T1071.001
|
timeout
| null | null |
nbranch
| null | null | null | null | null | null | null | null | null | null |
biometric
|
f1:d8:46:67:d2:87
| null | null | null | null | null |
13790ee5-b4d5-4662-8486-dd409406b320
| 2025-01-25T00:03:34
|
ai
|
LogRhythm v7.5.0
|
low
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|low| desc=AI system model_access by jcross Associated Threat Actor: Cobalt Group noise=unit|Mrs|reflect
|
{
"geo_location": "Palau",
"device_hash": "2232fbd9acd51ac808b0e84c25e10fe35337bf535f6540c2e7869a75c60adf6e",
"user_agent": "Opera/8.69.(Windows NT 6.0; wal-ET) Presto/2.9.172 Version/12.00",
"session_id": "a59c4c67-1596-412c-831a-ada657c6bb62",
"risk_score": 57.81,
"confidence": 0.11
}
| null | null | null | null | null |
Associated Threat Actor: Cobalt Group
|
AI system model_access by jcross Associated Threat Actor: Cobalt Group
|
model_access
| null | null |
jcross
| null | null | null | null | null | null | null | null | null | null | null | null |
model-3d4b3118
|
99fa2ddc6f7c72151664907e7f5cf69a
|
de5a980a686e23c7ba641973a1f3c9d7656145e8
| null | null |
a8a221ed-0387-4977-83af-b09df3089982
| 2025-06-24T06:42:16
|
network
|
Suricata v6.0.10
|
low
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|low| desc=Network disconnection from 24.52.57.118 to 68.242.117.174 No additional info
|
{
"geo_location": "Netherlands",
"device_hash": "200f3adc29918936284cb79e235be792",
"user_agent": "Opera/9.59.(Windows NT 4.0; doi-IN) Presto/2.9.174 Version/10.00",
"session_id": "92d61763-cb16-4646-b50b-2af6b8bb4335",
"risk_score": 19.32,
"confidence": 0.75
}
|
24.52.57.118
|
68.242.117.174
| null | null | null |
No additional info
|
Network disconnection from 24.52.57.118 to 68.242.117.174 No additional info
|
disconnection
| 591,619
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
552c345c-6158-4c1b-b787-16776cc7ef0f
| 2025-02-13T10:23:02
|
ids_alert
|
AlienVault v5.7.0
|
critical
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|critical| desc=AlienVault Alert: Container Escape detected from 10.206.112.206 targeting N/A No additional info
|
{
"geo_location": "Netherlands",
"device_hash": "0c597d66fbdd371335a8d6900ccfc436",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/532.39.3 (KHTML, like Gecko) Version/5.0 Safari/532.39.3",
"session_id": "84a0a917-d992-4a28-a6d3-72eaad42df9f",
"risk_score": 56.16,
"confidence": 0.71
}
|
10.206.112.206
|
N/A
|
Container Escape
|
SIG-9941
|
Policy
|
No additional info
|
AlienVault Alert: Container Escape detected from 10.206.112.206 targeting N/A No additional info
| null | null | null | null | null | null | null |
{
"baseline_deviation": 0.55,
"entropy": 2.96,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
00e2004f-416e-4e35-96f2-8a2dd593a0b9
| 2025-03-05T18:55:18
|
endpoint
|
AlienVault v5.7.0
|
high
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint registry_change artist by rojasbrian MITRE Technique: T1110.003
|
{
"geo_location": "Thailand",
"device_hash": "0a0c02dd074052247ee266c5d0d04e208485320a09086dc38dbc1e4a65778479",
"user_agent": "Opera/8.35.(X11; Linux x86_64; csb-PL) Presto/2.9.166 Version/12.00",
"session_id": "5b9e779b-caa2-41e2-8131-743104e57f00",
"risk_score": 56.09,
"confidence": 0.72
}
| null | null | null | null | null |
MITRE Technique: T1110.003
|
Endpoint registry_change artist by rojasbrian MITRE Technique: T1110.003
|
registry_change
| null | null |
rojasbrian
|
artist
| 7,248
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0e91f751-b2bf-4036-8dd6-c185daab3644
| 2025-05-12T13:50:40
|
ids_alert
|
Darktrace v6.0.0
|
high
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|high| desc=Darktrace Alert: Port Scan detected from 156.44.16.201 targeting 10.94.69.249 No additional info
|
{
"geo_location": "Australia",
"device_hash": "4c26959f36c81147ed9d5bfd443161e0705b5c36",
"user_agent": "Opera/8.58.(Windows NT 6.0; fi-FI) Presto/2.9.162 Version/11.00",
"session_id": "bad960c4-be1b-48f4-8598-b2b08a858f54",
"risk_score": 52.04,
"confidence": 0.23
}
|
156.44.16.201
|
10.94.69.249
|
Port Scan
|
SIG-9062
|
Recon
|
No additional info
|
Darktrace Alert: Port Scan detected from 156.44.16.201 targeting 10.94.69.249 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ceaae6e5-552e-4664-93a7-800d5ad25171
| 2025-04-28T13:40:40
|
cloud
|
AlienVault v5.7.0
|
critical
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud container_escape in Azure by kryan Associated Threat Actor: APT37
|
{
"geo_location": "Serbia",
"device_hash": "18ef038243551d281f3125679bfbe05f0c29e583",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 11.0; Trident/4.1)",
"session_id": "2d3810ee-e859-44d8-b40e-ad7bf8758e83",
"risk_score": 58.39,
"confidence": 0.35
}
| null | null | null | null | null |
Associated Threat Actor: APT37
|
Cloud container_escape in Azure by kryan Associated Threat Actor: APT37
|
container_escape
| null | null |
kryan
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-1018b3f8
|
844179b3-14eb-4c45-a84c-96640aba4f01
| 2025-02-12T00:05:29
|
auth
|
Wazuh v4.5.0
|
medium
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth success for davidmartinez via password from 72.40.118.220 No additional info
|
{
"geo_location": "Norfolk Island",
"device_hash": "f6b9bbb8d64a8e47d1588c9338df02ad",
"user_agent": "Opera/8.76.(Windows NT 5.01; es-EC) Presto/2.9.183 Version/12.00",
"session_id": "a92aa9ab-20a5-4c9b-a085-e15281d0deec",
"risk_score": 47.27,
"confidence": 0.79
}
|
72.40.118.220
| null | null | null | null |
No additional info
|
Auth success for davidmartinez via password from 72.40.118.220 No additional info
|
success
| null | null |
davidmartinez
| null | null | null | null | null | null | null | null | null | null |
password
|
20:72:85:ce:85:4c
| null | null | null | null | null |
34d7eb14-4740-4fd4-9105-2a54189d9f0a
| 2025-03-13T19:13:25
|
endpoint
|
Vectra AI v5.0.0
|
info
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint driver_load /point/century.mp3 by tracypatterson MITRE Technique: T1190
|
{
"geo_location": "Iran",
"device_hash": "90217d7a75158cbd9f1055cc46387716",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.0; Trident/5.0)",
"session_id": "77ad1486-4ec0-4d63-b09d-9e960791fd44",
"risk_score": 52.63,
"confidence": 0.36
}
| null | null | null | null | null |
MITRE Technique: T1190
|
Endpoint driver_load /point/century.mp3 by tracypatterson MITRE Technique: T1190
|
driver_load
| null | null |
tracypatterson
|
/point/century.mp3
| 9,223
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0f8a8f37-e6a6-4329-a5e7-a53226411a40
| 2025-04-09T00:57:58
|
ai
|
AlienVault v5.7.0
|
info
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by gmiller No additional info
|
{
"geo_location": "Svalbard & Jan Mayen Islands",
"device_hash": "746f6e96e4a5d99f6a00ab3282271aea",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.0; Trident/5.0)",
"session_id": "b1dee6ee-6fed-48cd-b5f4-2327f1124858",
"risk_score": 31.72,
"confidence": 0.34
}
| null | null | null | null | null |
No additional info
|
AI system prompt_injection by gmiller No additional info
|
prompt_injection
| null | null |
gmiller
| null | null | null | null | null | null | null | null | null | null | null | null |
model-e3a00f14
|
3af53e8da5084118ab83338c0de70386735ab70b
|
b999e8a4f1ebfff6c3357cc30c0ed811a3baf2791daf5da24b24c6316d5f6317
| null | null |
7177d715-ec48-46bf-ae30-1424db35180d
| 2025-05-10T10:11:55
|
firewall
|
Darktrace v6.0.0
|
info
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|info| desc=Firewall allow RDP traffic from 185.64.98.38:1019 to 185.144.11.226:750 Unconventional IOC: Power consumption spikes
|
{
"geo_location": "Iceland",
"device_hash": "699e01b91b96d9ae0cce905009703966971988e3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/3.1)",
"session_id": "ca99a405-d4a3-4e77-aa86-562f61c16144",
"risk_score": 13.82,
"confidence": 0.93
}
|
185.64.98.38
|
185.144.11.226
| null | null | null |
Unconventional IOC: Power consumption spikes
|
Firewall allow RDP traffic from 185.64.98.38:1019 to 185.144.11.226:750 Unconventional IOC: Power consumption spikes
|
allow
| 585,715
|
RDP
| null | null | null | null | null | null | null | null | 1,019
| 750
| 2,766
| null | null | null | null | null | null | null |
29037d9c-1386-45df-9050-b6ad2dfe1b8e
| 2025-02-06T07:29:00
|
network
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|high| desc=Network disconnection from 10.131.167.239 to 69.242.201.42 No additional info
|
{
"geo_location": "Bahrain",
"device_hash": "b0152e70f53a445ec78679506714e14fcc2f822f",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_2_1 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) FxiOS/9.5l9770.0 Mobile/34N906 Safari/533.0",
"session_id": "f370db84-bcc3-4bc4-9968-62abd0e102ff",
"risk_score": 86.64,
"confidence": 0.56
}
|
10.131.167.239
|
69.242.201.42
| null | null | null |
No additional info
|
Network disconnection from 10.131.167.239 to 69.242.201.42 No additional info
|
disconnection
| 896,091
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d2c6b9a1-b9c8-4660-9df0-03c8a3a1337b
| 2025-01-18T19:37:42
|
endpoint
|
Palo Alto Cortex v3.0.0
|
info
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint persistence_mechanism /blue/speak.jpeg by stephanie89 No additional info
|
{
"geo_location": "Indonesia",
"device_hash": "e8c8f29fd0c49269ddb7e5c77f6997f5efd588bc",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/31.0.820.0 Safari/536.0",
"session_id": "2394b598-17dc-41aa-9c1e-df71c6df4f8a",
"risk_score": 43.82,
"confidence": 0.8
}
| null | null | null | null | null |
No additional info
|
Endpoint persistence_mechanism /blue/speak.jpeg by stephanie89 No additional info
|
persistence_mechanism
| null | null |
stephanie89
|
/blue/speak.jpeg
| 1,476
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9ddbdcfc-5805-4207-841e-794b578c937a
| 2025-07-05T16:10:54
|
iot
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat unusual_activity Associated Threat Actor: Kimsuky
|
{
"geo_location": "Serbia",
"device_hash": "5212e8dda4f7f1cb264a83660647253a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 10.0; Trident/4.0)",
"session_id": "ba7c1c23-c1c1-4cdf-8d90-543a326d28ea",
"risk_score": 33.13,
"confidence": 0.41
}
| null | null | null | null | null |
Associated Threat Actor: Kimsuky
|
IoT device Thermostat unusual_activity Associated Threat Actor: Kimsuky
|
unusual_activity
| null | null | null | null | null | null | null |
Thermostat
|
iot-53a52235
|
10.3
| null | null | null | null | null | null | null | null | null | null |
0e1e4a05-8fbf-400c-bfc6-551a242ae583
| 2025-03-02T10:46:10
|
ids_alert
|
Splunk v9.0.2
|
medium
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|medium| desc=Splunk Alert: DNS Tunneling detected from 137.39.254.72 targeting N/A MITRE Technique: T1204.002
|
{
"geo_location": "Congo",
"device_hash": "cf8890c66bc6a2ed883d4bdde698a3c1",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_3 rv:3.0; ht-HT) AppleWebKit/534.44.2 (KHTML, like Gecko) Version/5.0.2 Safari/534.44.2",
"session_id": "315b56d8-039d-4127-b1e2-9432db309158",
"risk_score": 60.06,
"confidence": 0.74
}
|
137.39.254.72
|
N/A
|
DNS Tunneling
|
SIG-1718
|
Exploit
|
MITRE Technique: T1204.002
|
Splunk Alert: DNS Tunneling detected from 137.39.254.72 targeting N/A MITRE Technique: T1204.002
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a06e6350-4dd6-41dd-a8f1-6d08a09d42ec
| 2025-04-05T02:14:26
|
ids_alert
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|medium| desc=Snort Alert: Living-off-the-Land detected from 222.144.163.91 targeting N/A MITRE Technique: T1486
|
{
"geo_location": "Niger",
"device_hash": "f99b7c204226ab089af570c9b9b4342d7340b97874472160d83011fca067e4e9",
"user_agent": "Mozilla/5.0 (Windows 95; mt-MT; rv:1.9.2.20) Gecko/9606-07-25 22:19:10 Firefox/10.0",
"session_id": "5c781436-2e55-45ad-be22-efd3ebd52c9b",
"risk_score": 39,
"confidence": 0.97
}
|
222.144.163.91
|
N/A
|
Living-off-the-Land
|
SIG-3302
|
Malware
|
MITRE Technique: T1486
|
Snort Alert: Living-off-the-Land detected from 222.144.163.91 targeting N/A MITRE Technique: T1486
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5341f03c-e176-4a9e-b2c4-c01996b42b02
| 2025-02-14T11:11:45
|
auth
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|high| desc=Auth bypass for greenejoshua via MFA from 10.30.240.189 No additional info
|
{
"geo_location": "Portugal",
"device_hash": "c83304fee3dd5296265bfbd19f385ae6944bf3f7",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_6 rv:6.0; an-ES) AppleWebKit/533.40.4 (KHTML, like Gecko) Version/5.1 Safari/533.40.4",
"session_id": "2e46612a-a17f-4126-ae89-8164f1699e5b",
"risk_score": 65.16,
"confidence": 0.62
}
|
10.30.240.189
| null | null | null | null |
No additional info
|
Auth bypass for greenejoshua via MFA from 10.30.240.189 No additional info
|
bypass
| null | null |
greenejoshua
| null | null | null | null | null | null | null | null | null | null |
MFA
|
dd:d4:31:bf:7c:26
| null | null | null | null | null |
bb00aba2-103d-44ee-ba38-5e5ab1018c04
| 2025-06-25T14:29:05
|
cloud
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|low| desc=Cloud config_change in AWS by bhudson MITRE Technique: T1059.005
|
{
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "3252fa6b7fa947e0f97196634a02e2d6c3d9f727",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 95; Trident/5.1)",
"session_id": "461118b9-da1f-437d-8067-65a170f244b1",
"risk_score": 50.89,
"confidence": 0.75
}
| null | null | null | null | null |
MITRE Technique: T1059.005
|
Cloud config_change in AWS by bhudson MITRE Technique: T1059.005
|
config_change
| null | null |
bhudson
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-bfcd4797
|
aa3fd4cd-b5da-4ce3-aac3-ff24eee0e3f1
| 2025-07-09T12:51:20
|
endpoint
|
Elastic SIEM v8.9.0
|
low
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|low| desc=Endpoint file_access /bad/charge.js by shermanbrenda No additional info
|
{
"geo_location": "Nicaragua",
"device_hash": "fd9de7ef1b95116524882cc631bdfb0f052368dc",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_7 rv:3.0; or-IN) AppleWebKit/533.23.7 (KHTML, like Gecko) Version/4.0 Safari/533.23.7",
"session_id": "90ecfa8e-7885-4432-8856-125348974a6b",
"risk_score": 45.12,
"confidence": 0.13
}
| null | null | null | null | null |
No additional info
|
Endpoint file_access /bad/charge.js by shermanbrenda No additional info
|
file_access
| null | null |
shermanbrenda
|
/bad/charge.js
| 7,692
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bb6f98b4-c263-4ce5-a71f-006436d5bc0d
| 2025-01-14T23:09:18
|
cloud
|
QRadar v7.5.0
|
low
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in Azure by robinramos No additional info
|
{
"geo_location": "Estonia",
"device_hash": "4f8aae840da7569d1ff72859f7389347",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/8794-11-07 15:50:51 Firefox/10.0",
"session_id": "d55492ec-57b3-4623-8886-04fdde39a982",
"risk_score": 20.53,
"confidence": 0.68
}
| null | null | null | null | null |
No additional info
|
Cloud api_abuse in Azure by robinramos No additional info
|
api_abuse
| null | null |
robinramos
| null | null | null |
{
"baseline_deviation": 0.9,
"entropy": 5.89,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-ad9a48ec
|
8f544d57-c9be-4c71-b63c-d5a3d93a0f31
| 2025-01-13T06:57:41
|
auth
|
Tanium v7.4.0
|
info
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|info| desc=Auth locked for nicholaswilliams via passwordless from 184.214.151.94 MITRE Technique: T1110.003
|
{
"geo_location": "Sudan",
"device_hash": "88c133a113f56d44a142eeed9337c23ddaf49fd2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.2; Trident/3.1)",
"session_id": "f1321295-8dba-4b6a-ab89-abff10de6809",
"risk_score": 46.22,
"confidence": 0.43
}
|
184.214.151.94
| null | null | null | null |
MITRE Technique: T1110.003
|
Auth locked for nicholaswilliams via passwordless from 184.214.151.94 MITRE Technique: T1110.003
|
locked
| null | null |
nicholaswilliams
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
3d:ba:fd:57:0a:ca
| null | null | null | null | null |
6eb63052-0dc2-43e8-b6fb-b9236ff2b6b5
| 2025-06-01T06:37:05
|
ids_alert
|
QRadar v7.5.0
|
medium
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|medium| desc=QRadar Alert: XSS detected from 171.155.8.70 targeting 132.65.100.17 MITRE Technique: T1566.001
|
{
"geo_location": "Iran",
"device_hash": "e7f4f22c5b1f38c82e7a79f82be13fe1b6102889",
"user_agent": "Opera/8.18.(X11; Linux x86_64; raj-IN) Presto/2.9.185 Version/11.00",
"session_id": "4bbec7b6-f3bf-43ef-9202-a7b08e1ba96d",
"risk_score": 28.74,
"confidence": 0.34
}
|
171.155.8.70
|
132.65.100.17
|
XSS
|
SIG-3860
|
Malware
|
MITRE Technique: T1566.001
|
QRadar Alert: XSS detected from 171.155.8.70 targeting 132.65.100.17 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 |
1ab65de0-3bfe-4cbd-86e2-e81455ad2972
| 2025-05-05T14:32:09
|
firewall
|
AlienVault v5.7.0
|
info
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|info| desc=Firewall quarantine ICMP traffic from 78.20.179.211:631 to 10.96.240.104:777 Associated Threat Actor: Lazarus Group
|
{
"geo_location": "Belarus",
"device_hash": "7b40b2daac1657d0fec9d77ac6ea7584",
"user_agent": "Opera/8.10.(X11; Linux i686; de-LU) Presto/2.9.184 Version/10.00",
"session_id": "a2c7fe4d-4978-4783-83f5-23f224e48915",
"risk_score": 33.24,
"confidence": 0.26
}
|
78.20.179.211
|
10.96.240.104
| null | null | null |
Associated Threat Actor: Lazarus Group
|
Firewall quarantine ICMP traffic from 78.20.179.211:631 to 10.96.240.104:777 Associated Threat Actor: Lazarus Group
|
quarantine
| 347,398
|
ICMP
| null | null | null | null | null | null | null | null | 631
| 777
| 964
| null | null | null | null | null | null | null |
dc00102d-f6c7-4871-9a57-fd16a4d487bb
| 2025-05-08T01:28:57
|
cloud
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|high| desc=Cloud lambda_execution in Azure by erika70 No additional info noise=work|however|deep
|
{
"geo_location": "Puerto Rico",
"device_hash": "58c94e28638830bb4929ec675f8669a77cfcbeeffd02db2366b751fc0be04597",
"user_agent": "Mozilla/5.0 (Linux; Android 8.1.0) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/32.0.820.0 Safari/536.1",
"session_id": "6ab18546-046e-4d25-81f2-f5630aab297e",
"risk_score": 36.72,
"confidence": 0.73
}
| null | null | null | null | null |
No additional info
|
Cloud lambda_execution in Azure by erika70 No additional info
|
lambda_execution
| null | null |
erika70
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-1c31a3a5
|
66266249-9f66-4ff4-bfc7-069ebf42c986
| 2025-04-16T21:50:11
|
ids_alert
|
Darktrace v6.0.0
|
medium
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|medium| desc=Darktrace Alert: Fileless Attack detected from 28.137.164.118 targeting N/A MITRE Technique: T1543.003
|
{
"geo_location": "Thailand",
"device_hash": "19353d047ebe74804ab4dad18cc8dd1e0f120277",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_0; rv:1.9.6.20) Gecko/2415-05-01 09:56:30 Firefox/3.6.5",
"session_id": "b69d3aa9-7749-4ed2-b8b3-4b0ad3979b40",
"risk_score": 29.56,
"confidence": 0.25
}
|
28.137.164.118
|
N/A
|
Fileless Attack
|
SIG-5265
|
Exploit
|
MITRE Technique: T1543.003
|
Darktrace Alert: Fileless Attack detected from 28.137.164.118 targeting N/A MITRE Technique: T1543.003
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c31b8910-44d1-4cd7-85bd-f259225608f1
| 2025-05-10T13:19:32
|
firewall
|
Carbon Black v7.8.0
|
medium
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|medium| desc=Firewall inspect RDP traffic from 65.50.2.208:389 to 66.221.53.220:969 MITRE Technique: T1053.005
|
{
"geo_location": "Comoros",
"device_hash": "6be7584264da49fd93eb0017dfa10bc7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows CE; Trident/3.0)",
"session_id": "85aa997a-ab3a-4fc8-a2c4-17509b3b242e",
"risk_score": 58.3,
"confidence": 0.63
}
|
65.50.2.208
|
66.221.53.220
| null | null | null |
MITRE Technique: T1053.005
|
Firewall inspect RDP traffic from 65.50.2.208:389 to 66.221.53.220:969 MITRE Technique: T1053.005
|
inspect
| 693,192
|
RDP
| null | null | null | null | null | null | null | null | 389
| 969
| 3,477
| null | null | null | null | null | null | null |
fd8e01a9-e7c1-430f-a3e0-854dafc8aed3
| 2025-04-20T00:25:26
|
firewall
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|medium| desc=Firewall allow TCP traffic from 169.150.79.33:819 to 10.98.209.35:33318 Geo anomaly: Impossible travel detected
|
{
"geo_location": "Lesotho",
"device_hash": "9ac5337e374e7c427cf9737adb5486074b9596a6730b03d55bd4c625554a41e7",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/63.0.866.0 Safari/536.1",
"session_id": "7ff979e9-763a-4080-91a1-35b3c931f1e7",
"risk_score": 59.9,
"confidence": 0.97
}
|
169.150.79.33
|
10.98.209.35
| null | null | null |
Geo anomaly: Impossible travel detected
|
Firewall allow TCP traffic from 169.150.79.33:819 to 10.98.209.35:33318 Geo anomaly: Impossible travel detected
|
allow
| 723,599
|
TCP
| null | null | null | null | null | null | null | null | 819
| 33,318
| 2,001
| null | null | null | null | null | null | null |
d12ecc6c-4911-48ed-b2ae-9dd42a3b662f
| 2025-06-23T11:02:27
|
endpoint
|
Tanium v7.4.0
|
medium
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_start /test/rule.html by sarahwheeler MITRE Technique: T1566.001 | Associated Threat Actor: Wizard Spider
|
{
"geo_location": "Myanmar",
"device_hash": "5999ffc1ec0299ed3e06f1e6aa285cafc78d533d",
"user_agent": "Opera/8.48.(X11; Linux x86_64; dz-BT) Presto/2.9.190 Version/12.00",
"session_id": "efc3a679-69a1-43bc-aff7-30b9f318ad99",
"risk_score": 61.42,
"confidence": 0.66
}
| null | null | null | null | null |
MITRE Technique: T1566.001 | Associated Threat Actor: Wizard Spider
|
Endpoint process_start /test/rule.html by sarahwheeler MITRE Technique: T1566.001 | Associated Threat Actor: Wizard Spider
|
process_start
| null | null |
sarahwheeler
|
/test/rule.html
| 1,651
|
svchost.exe
|
{
"baseline_deviation": 1.89,
"entropy": 2.71,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
cc23bc9a-ab62-4ecb-a4a3-15fe1354f8fa
| 2025-03-11T18:10:28
|
firewall
|
Suricata v6.0.10
|
info
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|info| desc=Firewall drop ICMP traffic from 93.96.228.81:176 to 6.63.51.136:376 No additional info
|
{
"geo_location": "Israel",
"device_hash": "f940db480135888f59a3ce1f7f6b6d8e00faeecf",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_1) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/35.0.871.0 Safari/533.2",
"session_id": "28001eba-f0d1-4824-b29c-84d86dad89b7",
"risk_score": 54.1,
"confidence": 0.56
}
|
93.96.228.81
|
6.63.51.136
| null | null | null |
No additional info
|
Firewall drop ICMP traffic from 93.96.228.81:176 to 6.63.51.136:376 No additional info
|
drop
| 652,974
|
ICMP
| null | null | null | null | null | null | null | null | 176
| 376
| 2,335
| null | null | null | null | null | null | null |
537d5ce2-644d-4573-a18f-ee9dd6b3bdba
| 2025-03-25T16:08:44
|
cloud
|
Snort v2.9.20
|
critical
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|critical| desc=Cloud permission_escalation in GCP by ablackburn MITRE Technique: T1053.005
|
{
"geo_location": "Malta",
"device_hash": "829401da6b66d6e73d59f1c78faf7ff1dc7d9738307d3ae44ce4315e83f58c22",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; hne-IN) AppleWebKit/535.26.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6535.26.3",
"session_id": "1d9e695e-8af7-45f5-8282-c3cc82dea0b7",
"risk_score": 60.17,
"confidence": 0.84
}
| null | null | null | null | null |
MITRE Technique: T1053.005
|
Cloud permission_escalation in GCP by ablackburn MITRE Technique: T1053.005
|
permission_escalation
| null | null |
ablackburn
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-af466a65
|
6adc22f9-3ba1-4023-9af8-6fe5567096e9
| 2025-05-10T11:35:14
|
endpoint
|
CrowdStrike v6.45.0
|
high
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|high| desc=Endpoint powershell_exec /modern/apply.mov by freywilliam No additional info
|
{
"geo_location": "Norfolk Island",
"device_hash": "c453e58b0fce806d9f7184582d75e2ce42137ac5",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_9) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/62.0.811.0 Safari/531.2",
"session_id": "668abf48-1c85-4e02-a36b-23def5a3bfaf",
"risk_score": 44.68,
"confidence": 0.92
}
| null | null | null | null | null |
No additional info
|
Endpoint powershell_exec /modern/apply.mov by freywilliam No additional info
|
powershell_exec
| null | null |
freywilliam
|
/modern/apply.mov
| 5,386
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0ced6264-34b7-4c13-9afa-70d90910291d
| 2025-04-07T03:57:28
|
cloud
|
Vectra AI v5.0.0
|
critical
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud shadow_it in OCI by robbinsjeffrey MITRE Technique: T1486
|
{
"geo_location": "Slovenia",
"device_hash": "b16c8222aa59dd93e85cda9ea3e533ca29e5b9cf",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_4; rv:1.9.3.20) Gecko/2831-11-02 22:13:38 Firefox/3.8",
"session_id": "0552293c-e048-4a77-a0d9-c24c6cad8a51",
"risk_score": 21.63,
"confidence": 0.55
}
| null | null | null | null | null |
MITRE Technique: T1486
|
Cloud shadow_it in OCI by robbinsjeffrey MITRE Technique: T1486
|
shadow_it
| null | null |
robbinsjeffrey
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-f286b07c
|
3f270701-9969-4936-9005-1d06d4cde26b
| 2025-01-14T01:00:46
|
firewall
|
OSSEC v3.7.0
|
critical
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|critical| desc=Firewall quarantine HTTP traffic from 61.34.36.45:52441 to 81.201.48.154:856 No additional info noise=history|good|agreement
|
{
"geo_location": "Paraguay",
"device_hash": "e9abbd53662d7ae24dee9f6bf9f18fb176402234",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_2_1 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) CriOS/55.0.848.0 Mobile/85Q532 Safari/533.1",
"session_id": "339ecd94-5d10-41be-ac59-0bf94b867307",
"risk_score": 50.86,
"confidence": 0.77
}
|
61.34.36.45
|
81.201.48.154
| null | null | null |
No additional info
|
Firewall quarantine HTTP traffic from 61.34.36.45:52441 to 81.201.48.154:856 No additional info
|
quarantine
| 316,819
|
HTTP
| null | null | null | null | null | null | null | null | 52,441
| 856
| 274
| null | null | null | null | null | null | null |
a448c205-41b7-4225-94be-0829953f6469
| 2025-04-23T17:47:23
|
endpoint
|
Vectra AI v5.0.0
|
high
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task /positive/fill.flac by wendywebb MITRE Technique: T1059.001
|
{
"geo_location": "Estonia",
"device_hash": "2f36485bfde8a416be73ca6e8d822ddc78a3e564be7c695d3140badbd6f1be62",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_2_1 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) CriOS/45.0.822.0 Mobile/42E648 Safari/533.1",
"session_id": "8f1f1599-c8ea-4a01-8264-0cd13946e5d1",
"risk_score": 44.81,
"confidence": 0.6
}
| null | null | null | null | null |
MITRE Technique: T1059.001
|
Endpoint scheduled_task /positive/fill.flac by wendywebb MITRE Technique: T1059.001
|
scheduled_task
| null | null |
wendywebb
|
/positive/fill.flac
| 5,701
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a82ecf59-4143-4e48-961f-c326646eaf1c
| 2025-03-06T14:45:28
|
endpoint
|
Trellix v10.7.0
|
critical
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint service_install dog by brian69 MITRE Technique: T1053.005 noise=environmental|per|career
|
{
"geo_location": "Palestinian Territory",
"device_hash": "4795e7fc8744421015a1d9b7a170c3e193f5ce09",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_8) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/63.0.889.0 Safari/536.0",
"session_id": "47f34525-9b12-4185-8386-09c70b65cdfc",
"risk_score": 26.41,
"confidence": 0.45
}
| null | null | null | null | null |
MITRE Technique: T1053.005
|
Endpoint service_install dog by brian69 MITRE Technique: T1053.005
|
service_install
| null | null |
brian69
|
dog
| 6,340
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c9f7a2fb-36bf-423e-b83a-5a7fbdd1304b
| 2028-07-27T23:21:13
|
endpoint
|
Trellix v10.7.0
|
critical
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint memory_injection money by mahoneyanthony No additional info
|
{
"geo_location": "Mali",
"device_hash": "9bcc391c489af1e5ee24033ed7b60271eadde090",
"user_agent": "Mozilla/5.0 (Windows; U; Windows CE) AppleWebKit/534.25.6 (KHTML, like Gecko) Version/4.0.4 Safari/534.25.6",
"session_id": "ab3680a4-a3a7-4c58-b110-753dbee58fb4",
"risk_score": 27.72,
"confidence": 0.9
}
| null | null | null | null | null |
No additional info
|
Endpoint memory_injection money by mahoneyanthony No additional info
|
memory_injection
| null | null |
mahoneyanthony
|
money
| 5,816
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2cf42557-e57e-4d43-a149-90db569a82a0
| 2025-02-06T11:50:07
|
cloud
|
AlienVault v5.7.0
|
critical
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in Alibaba by hintonwilliam No additional info
|
{
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "440c69c5206dc039105058f0817d99786e79b1ef0d537f373d1f497371aba189",
"user_agent": "Opera/9.87.(Windows NT 10.0; yue-HK) Presto/2.9.163 Version/11.00",
"session_id": "2b41d0b5-c17b-42ba-a28b-2ad353addf1e",
"risk_score": 48.1,
"confidence": 0.31
}
| null | null | null | null | null |
No additional info
|
Cloud config_change in Alibaba by hintonwilliam No additional info
|
config_change
| null | null |
hintonwilliam
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-3468a31b
|
5f87af43-56c4-4b31-98b0-103d76b9cbfe
| 2025-06-10T12:06:15
|
ai
|
Microsoft Sentinel v1.0.0
|
low
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|low| desc=AI system api_abuse by luisthomas No additional info
|
{
"geo_location": "Saint Martin",
"device_hash": "f061b6d8a83b1e469ff8770cd460ab5ef3e101e4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/5.0)",
"session_id": "c184d7bc-d74a-4d83-9a12-e1414972376e",
"risk_score": 68.79,
"confidence": 0.79
}
| null | null | null | null | null |
No additional info
|
AI system api_abuse by luisthomas No additional info
|
api_abuse
| null | null |
luisthomas
| null | null | null | null | null | null | null | null | null | null | null | null |
model-45ef2be1
|
3ab58c9a6a2609b9f7e617da253eb990ddde0943aba1ab20929fb1a0eebd40fc
|
c38df4b84c7e35e16c937ac5385f96994983dab3a1bd0dcd7d5dfab604455b6b
| null | null |
0901dfb4-f15c-47fd-9607-3db4a73a6396
| 2025-03-22T14:12:35
|
cloud
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud permission_escalation in AWS by dweaver No additional info noise=call|weight|form
|
{
"geo_location": "Micronesia",
"device_hash": "24da2941e9337de8dac362d99d14f66f",
"user_agent": "Mozilla/5.0 (Linux; Android 12) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/48.0.818.0 Safari/532.2",
"session_id": "c5fa8b22-8578-4563-8c58-ba6efa3c8e26",
"risk_score": 72.55,
"confidence": 0.97
}
| null | null | null | null | null |
No additional info
|
Cloud permission_escalation in AWS by dweaver No additional info
|
permission_escalation
| null | null |
dweaver
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-29c0f95e
|
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