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
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4833dcee-dfc6-46d5-896f-2c461df2190e
| 2025-03-21T22:21:07
|
firewall
|
Suricata v6.0.10
|
info
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|info| desc=Firewall drop DNS traffic from 166.96.255.250:171 to 64.54.219.228:8273 Geo anomaly: Impossible travel detected
|
{
"geo_location": "Costa Rica",
"device_hash": "f136c052b3ac0e56cbcdc32be360c1e984627fbf",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; ln-CD) AppleWebKit/535.27.7 (KHTML, like Gecko) Version/4.0.5 Mobile/8B117 Safari/6535.27.7",
"session_id": "4b071a39-5216-4a12-8ce1-d35b3c7d039c",
"risk_score": 59.64,
"confidence": 0.89
}
|
166.96.255.250
|
64.54.219.228
| null | null | null |
Geo anomaly: Impossible travel detected
|
Firewall drop DNS traffic from 166.96.255.250:171 to 64.54.219.228:8273 Geo anomaly: Impossible travel detected
|
drop
| 357,539
|
DNS
| null | null | null | null | null | null | null | null | 171
| 8,273
| 3,510
| null | null | null | null | null | null | null |
4c3a73b0-b6db-4d21-98da-abf543639b12
| 2025-04-19T20:49:58
|
firewall
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall allow SMB traffic from 52.102.188.117:403 to 81.250.173.10:213 No additional info
|
{
"geo_location": "Somalia",
"device_hash": "2eaf6eee319261cbae892bd57d239c15036f6620",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.0; Trident/5.0)",
"session_id": "d8fee94a-112c-46a7-bf69-33c86314e1c4",
"risk_score": 76.79,
"confidence": 0.89
}
|
52.102.188.117
|
81.250.173.10
| null | null | null |
No additional info
|
Firewall allow SMB traffic from 52.102.188.117:403 to 81.250.173.10:213 No additional info
|
allow
| 510,326
|
SMB
| null | null | null | null | null | null | null | null | 403
| 213
| 2,816
| null | null | null | null | null | null | null |
a754d3c5-b7a4-4d9d-93cb-bbc1c1d19a41
| 2025-05-22T19:49:46
|
network
|
Elastic SIEM v8.9.0
|
medium
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|medium| desc=Network protocol_anomaly from 212.94.167.86 to 168.21.58.109 MITRE Technique: T1059.001 noise=blog
|
{
"geo_location": "South Africa",
"device_hash": "a6cf7dcb74301a3424196b49fc22c451924256025923c62befad0f376d87ff46",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; ne-NP) AppleWebKit/535.17.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B114 Safari/6535.17.6",
"session_id": "282747ea-0b50-4667-8f05-b556943ce649",
"risk_score": 62.73,
"confidence": 0.66
}
|
212.94.167.86
|
168.21.58.109
| null | null | null |
MITRE Technique: T1059.001
|
Network protocol_anomaly from 212.94.167.86 to 168.21.58.109 MITRE Technique: T1059.001
|
protocol_anomaly
| 150,451
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4be0964a-7edc-4cdc-9afc-27b84a229e04
| 2022-12-08T17:23:28
|
firewall
|
Snort v2.9.20
|
info
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|info| desc=Firewall drop UDP traffic from 10.134.149.100:921 to 62.204.225.106:970 No additional info
|
{
"geo_location": "Malaysia",
"device_hash": "6ed0f82182625d098cfa4b614eb3865f6e1e83ab94f2fc576e4dcc41c48da314",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/5.0)",
"session_id": "c744db6d-ba56-45d8-92ae-d615b9c2ef95",
"risk_score": 54.41,
"confidence": 0.45
}
|
10.134.149.100
|
62.204.225.106
| null | null | null |
No additional info
|
Firewall drop UDP traffic from 10.134.149.100:921 to 62.204.225.106:970 No additional info
|
drop
| 706,633
|
UDP
| null | null | null | null | null | null | null | null | 921
| 970
| 93
| null | null | null | null | null | null | null |
d0f38adb-9368-42b3-b1bc-ec161848d88d
| 2025-01-20T08:35:55
|
network
|
ArcSight v7.4.0
|
info
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 110.209.80.220 to 215.224.77.56 MITRE Technique: T1218.011 | Associated Threat Actor: Wizard Spider
|
{
"geo_location": "Malawi",
"device_hash": "106a4c967b15cf91ae45a6a5dee01dd6c25b817257a11e2b659ebd7f58684016",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_3) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/42.0.893.0 Safari/531.2",
"session_id": "f623de22-9d17-4df8-978c-24faaf1f6d8e",
"risk_score": 33.6,
"confidence": 0.13
}
|
110.209.80.220
|
215.224.77.56
| null | null | null |
MITRE Technique: T1218.011 | Associated Threat Actor: Wizard Spider
|
Network covert_channel from 110.209.80.220 to 215.224.77.56 MITRE Technique: T1218.011 | Associated Threat Actor: Wizard Spider
|
covert_channel
| 367,102
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1cb32d1b-1312-43d0-9fcc-a5df1c4bf73c
| 2025-02-02T13:04:23
|
ai
|
Vectra AI v5.0.0
|
info
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by kyleshelton MITRE Technique: T1110.003
|
{
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "ba8789ea57a66b30e08bf84a16aeabc01f219e46cb0d8493b4655474c0e5bb96",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_2 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) CriOS/35.0.842.0 Mobile/21D543 Safari/532.1",
"session_id": "305eb496-c0a2-4f12-9e3a-3b7605cf207e",
"risk_score": 79.52,
"confidence": 0.98
}
| null | null | null | null | null |
MITRE Technique: T1110.003
|
AI system prompt_injection by kyleshelton MITRE Technique: T1110.003
|
prompt_injection
| null | null |
kyleshelton
| null | null | null |
{
"baseline_deviation": 2.56,
"entropy": 3.94,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null |
model-57b39a87
|
601e9754a1a3bb956cc5f5973801e3fcfe810189acaa23d7b5a12c30aaf567c0
|
a4445a2686f25c18a3125374a4f72ebf
| null | null |
f5068a98-aafe-47ab-8148-1270c9265afe
| 2025-03-27T09:15:30
|
endpoint
|
OSSEC v3.7.0
|
critical
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint file_access /respond/late.mp4 by rebeccacarson MITRE Technique: T1071.001
|
{
"geo_location": "Morocco",
"device_hash": "f14dc38fd7dfd5f9eb5b666dd16e478c17a2a020",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 10.0; Trident/3.1)",
"session_id": "dc506b6b-41e4-41af-96ec-7286bce1fbcb",
"risk_score": 56.15,
"confidence": 0.32
}
| null | null | null | null | null |
MITRE Technique: T1071.001
|
Endpoint file_access /respond/late.mp4 by rebeccacarson MITRE Technique: T1071.001
|
file_access
| null | null |
rebeccacarson
|
/respond/late.mp4
| 7,052
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e20185ad-b0de-4424-b10a-c6c7b8819fa1
| 2025-04-21T17:35:34
|
ids_alert
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|high| desc=ArcSight Alert: Fileless Attack detected from 133.4.84.55 targeting N/A No additional info
|
{
"geo_location": "United Kingdom",
"device_hash": "faddf2f3761be3b8baf17f15521b7920a6a9f642",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_8) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/16.0.850.0 Safari/534.0",
"session_id": "7eccc11e-99e4-4706-ad39-17852ed830b9",
"risk_score": 71.4,
"confidence": 0.04
}
|
133.4.84.55
|
N/A
|
Fileless Attack
|
SIG-7251
|
Recon
|
No additional info
|
ArcSight Alert: Fileless Attack detected from 133.4.84.55 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 |
db64c7ca-f11a-4657-a62b-c5a7b7362118
| 2025-01-12T13:05:08
|
cloud
|
Darktrace v6.0.0
|
low
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in AWS by jennifer01 No additional info
|
{
"geo_location": "Mexico",
"device_hash": "65a50c1075f849524b36ebbca4952c7520631a8f",
"user_agent": "Opera/9.15.(X11; Linux i686; sat-IN) Presto/2.9.175 Version/11.00",
"session_id": "d99bec34-bd7f-413c-b360-75933ae93c1f",
"risk_score": 24.11,
"confidence": 0.18
}
| null | null | null | null | null |
No additional info
|
Cloud lambda_execution in AWS by jennifer01 No additional info
|
lambda_execution
| null | null |
jennifer01
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-fe2b0241
|
499626a5-6650-4126-8ded-21965bd314d9
| 2025-04-01T00:55:30
|
cloud
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|info| desc=Cloud instance_creation in Alibaba by reneetownsend MITRE Technique: T1190
|
{
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "74cda759c2ce0d923a5e21db5f1d84df808222da",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.0; Trident/3.1)",
"session_id": "cd7d2287-d71c-4812-9873-67db4aca6fbd",
"risk_score": 31.98,
"confidence": 0.02
}
| null | null | null | null | null |
MITRE Technique: T1190
|
Cloud instance_creation in Alibaba by reneetownsend MITRE Technique: T1190
|
instance_creation
| null | null |
reneetownsend
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-e1fe6131
|
cd47cec8-1d9f-4c7f-8a95-5055b5c15200
| 2025-02-22T02:46:39
|
firewall
|
CrowdStrike v6.45.0
|
critical
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow SMB traffic from 101.146.174.83:723 to 84.170.198.249:255 No additional info
|
{
"geo_location": "Georgia",
"device_hash": "43f8d56b573d5a8fa4e459c1012e0f86",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_9 rv:3.0; lij-IT) AppleWebKit/534.1.7 (KHTML, like Gecko) Version/4.0.4 Safari/534.1.7",
"session_id": "c80c1f4d-d439-4f9d-aec6-1fb422d3c50b",
"risk_score": 55.35,
"confidence": 0.34
}
|
101.146.174.83
|
84.170.198.249
| null | null | null |
No additional info
|
Firewall allow SMB traffic from 101.146.174.83:723 to 84.170.198.249:255 No additional info
|
allow
| 812,289
|
SMB
| null | null | null | null | null | null | null | null | 723
| 255
| 360
| null | null | null | null | null | null | null |
2b9c5322-e53c-418c-a1d8-898b633d8660
| 2025-01-15T19:38:02
|
endpoint
|
AlienVault v5.7.0
|
critical
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint registry_change /water/explain.gif by andersonallison No additional info
|
{
"geo_location": "Armenia",
"device_hash": "cab2650eeb61d019b0078fda48d514f39f37eb47b6501bfac1addb98da1d2349",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/3.1)",
"session_id": "15711e70-f5f3-4412-af21-283a1c1b9091",
"risk_score": 64.65,
"confidence": 0.81
}
| null | null | null | null | null |
No additional info
|
Endpoint registry_change /water/explain.gif by andersonallison No additional info
|
registry_change
| null | null |
andersonallison
|
/water/explain.gif
| 5,591
|
svchost.exe
|
{
"baseline_deviation": 1.22,
"entropy": 3.73,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
b9e766a3-c300-4631-9728-bb9ee8a8e1a8
| 2025-05-23T11:10:46
|
cloud
|
ArcSight v7.4.0
|
critical
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in OCI by lesliedaniels No additional info
|
{
"geo_location": "Sri Lanka",
"device_hash": "f69d13a8c33043f8fe1f95a18dddfe9c409efcd6",
"user_agent": "Opera/8.19.(Windows NT 6.2; bhb-IN) Presto/2.9.175 Version/11.00",
"session_id": "933bacaf-0253-4d1b-a088-d81a31795723",
"risk_score": 50.84,
"confidence": 0.48
}
| null | null | null | null | null |
No additional info
|
Cloud config_change in OCI by lesliedaniels No additional info
|
config_change
| null | null |
lesliedaniels
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-c5e27b3c
|
36b46fb8-a5f2-493e-977c-3df6b4e328ae
| 2025-04-01T02:19:38
|
iot
|
Carbon Black v7.8.0
|
critical
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor sensor_spoofing MITRE Technique: T1190 noise=96A8108E
|
{
"geo_location": "Swaziland",
"device_hash": "9fcb7eeec1e2b82d1657f23552583f555343fa96763c50307a33de9d74682ba0",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/531.2.1 (KHTML, like Gecko) Version/4.0.3 Safari/531.2.1",
"session_id": "17e6ef61-bc48-4fce-84b9-fd948469142b",
"risk_score": 60.78,
"confidence": 0.26
}
| null | null | null | null | null |
MITRE Technique: T1190
|
IoT device Sensor sensor_spoofing MITRE Technique: T1190
|
sensor_spoofing
| null | null | null | null | null | null | null |
Sensor
|
iot-4216afcd
|
1.6
| null | null | null | null | null | null | null | null | null | null |
eb3c0003-0279-4293-bd95-c69ba74dc5b9
| 2025-04-21T01:04:58
|
firewall
|
CrowdStrike v6.45.0
|
low
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|low| desc=Firewall inspect HTTP traffic from 61.135.60.121:917 to 26.136.219.193:428 Associated Threat Actor: Leafminer | Unconventional IOC: GPU memory artifacts | Geo anomaly: Impossible travel detected
|
{
"geo_location": "Solomon Islands",
"device_hash": "aaa542d5bf8612c81480010283562117fe547dcdbc0278876e720ad968df2415",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows CE; Trident/4.1)",
"session_id": "6e6ad92e-7111-4c21-b57c-0dea77c32e6f",
"risk_score": 79.69,
"confidence": 0.68
}
|
61.135.60.121
|
26.136.219.193
| null | null | null |
Associated Threat Actor: Leafminer | Unconventional IOC: GPU memory artifacts | Geo anomaly: Impossible travel detected
|
Firewall inspect HTTP traffic from 61.135.60.121:917 to 26.136.219.193:428 Associated Threat Actor: Leafminer | Unconventional IOC: GPU memory artifacts | Geo anomaly: Impossible travel detected
|
inspect
| 739,295
|
HTTP
| null | null | null | null | null | null | null | null | 917
| 428
| 3,244
| null | null | null | null | null | null | null |
aadcf25c-7da0-4341-bc8a-a2c80a33c1d3
| 2025-06-04T03:50:02
|
network
|
OSSEC v3.7.0
|
low
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|low| desc=Network beaconing from 82.162.145.245 to 41.51.105.251 MITRE Technique: T1190 noise=Qnku
|
{
"geo_location": "Cuba",
"device_hash": "ce4aaac742a1317ba6bd5a72e70e52cc4aff5ade",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_6 rv:5.0; hak-TW) AppleWebKit/533.16.4 (KHTML, like Gecko) Version/4.0 Safari/533.16.4",
"session_id": "0a4eeb51-5ea6-4ff4-b4ac-a0f0cd22c604",
"risk_score": 51.72,
"confidence": 0.2
}
|
82.162.145.245
|
41.51.105.251
| null | null | null |
MITRE Technique: T1190
|
Network beaconing from 82.162.145.245 to 41.51.105.251 MITRE Technique: T1190
|
beaconing
| 222,709
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
760a9e3d-5ba2-4e95-9224-1a6f094a7670
| 2025-02-10T15:49:34
|
endpoint
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop art by aryan Associated Threat Actor: Cobalt Group
|
{
"geo_location": "Costa Rica",
"device_hash": "874fb18f7fe077ee2d2a77901bc240ff1c8c0c19f746a849e93ed98e851c4574",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.0; Trident/5.0)",
"session_id": "fc54077d-6ed1-450a-82f7-de641083264a",
"risk_score": 35.25,
"confidence": 0.3
}
| null | null | null | null | null |
Associated Threat Actor: Cobalt Group
|
Endpoint process_stop art by aryan Associated Threat Actor: Cobalt Group
|
process_stop
| null | null |
aryan
|
art
| 8,593
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b122e1c5-7a96-4feb-9654-d5db6b9a5522
| 2025-05-02T13:29:29
|
ai
|
Palo Alto Cortex v3.0.0
|
critical
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by ashleyburns MITRE Technique: T1204.002 | Unconventional IOC: Bios timestamp anomalies
|
{
"geo_location": "Costa Rica",
"device_hash": "9ca9244f3d66bef5057a4451bd18b60b622eeefb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/4.1)",
"session_id": "ead970c1-5de1-467b-a889-e6be48185c6b",
"risk_score": 34.37,
"confidence": 0.33
}
| null | null | null | null | null |
MITRE Technique: T1204.002 | Unconventional IOC: Bios timestamp anomalies
|
AI system prompt_injection by ashleyburns MITRE Technique: T1204.002 | Unconventional IOC: Bios timestamp anomalies
|
prompt_injection
| null | null |
ashleyburns
| null | null | null | null | null | null | null | null | null | null | null | null |
model-7f0f6d61
|
a25d4eb82bd14d8012f2fe0c582147c11a13d63ef0e465459ddb2818169320cd
|
cdeca5e48e801219d4769e98ac885a506c12ae9a
| null | null |
3cd60d53-261f-44e4-b6fd-10849df59239
| 2025-05-03T00:43:14
|
auth
|
Carbon Black v7.8.0
|
medium
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|medium| desc=Auth failed for romeromichelle via SAML from 217.68.71.153 No additional info
|
{
"geo_location": "Bosnia and Herzegovina",
"device_hash": "c030f63632595449eefc38f268200510059606b6",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/27.0.881.0 Safari/531.0",
"session_id": "af05ea31-4ec5-43ef-99b9-99b33445cc65",
"risk_score": 16.59,
"confidence": 0.96
}
|
217.68.71.153
| null | null | null | null |
No additional info
|
Auth failed for romeromichelle via SAML from 217.68.71.153 No additional info
|
failed
| null | null |
romeromichelle
| null | null | null | null | null | null | null | null | null | null |
SAML
|
af:1d:d7:e9:af:44
| null | null | null | null | null |
311bb1e3-88a2-416e-963e-4cd034d39845
| 2022-01-10T09:02:03
|
firewall
|
FireEye HX v4.5.0
|
critical
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny DNS traffic from 148.130.65.165:233 to 169.122.252.146:5024 No additional info
|
{
"geo_location": "Qatar",
"device_hash": "43382ff7828666493a550f69202c523beff3ab999f907963ba30dce7084f084b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/3.0)",
"session_id": "7eba5aa2-8a33-4c63-b950-3b6ac55062b0",
"risk_score": 55.64,
"confidence": 0.68
}
|
148.130.65.165
|
169.122.252.146
| null | null | null |
No additional info
|
Firewall deny DNS traffic from 148.130.65.165:233 to 169.122.252.146:5024 No additional info
|
deny
| 75,800
|
DNS
| null | null | null | null | null | null | null | null | 233
| 5,024
| 377
| null | null | null | null | null | null | null |
f0028542-f639-45f5-b4d1-4b254f69cf8d
| 2025-07-03T18:12:50
|
network
|
Carbon Black v7.8.0
|
high
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 182.48.129.32 to 183.204.14.113 No additional info
|
{
"geo_location": "Belize",
"device_hash": "67adbd7d0effb16951f6e2b8d817b3d280a43da4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 11.0; Trident/3.0)",
"session_id": "6ab308eb-f4cd-48e2-b5b0-14cda2bca5eb",
"risk_score": 31.69,
"confidence": 0.13
}
|
182.48.129.32
|
183.204.14.113
| null | null | null |
No additional info
|
Network latency_spike from 182.48.129.32 to 183.204.14.113 No additional info
|
latency_spike
| 384,877
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
94391160-0ec9-49d2-a6c5-28a6d6fa5238
| 2025-05-30T10:43:05
|
endpoint
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start /might/point.csv by alexandramercado MITRE Technique: T1204.002 noise=least|project|easy
|
{
"geo_location": "Luxembourg",
"device_hash": "8fba2fc60c41d762e11ee665ca2a952d",
"user_agent": "Opera/8.68.(Windows CE; uz-UZ) Presto/2.9.175 Version/10.00",
"session_id": "85b8132d-75fe-48e4-8584-b17b97b514a7",
"risk_score": 25.31,
"confidence": 0.41
}
| null | null | null | null | null |
MITRE Technique: T1204.002
|
Endpoint process_start /might/point.csv by alexandramercado MITRE Technique: T1204.002
|
process_start
| null | null |
alexandramercado
|
/might/point.csv
| 7,534
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1d029db4-63a9-4a38-a745-8c97340b403a
| 2025-05-17T11:11:33
|
firewall
|
Palo Alto Cortex v3.0.0
|
info
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|info| desc=Firewall drop NTP traffic from 105.170.127.158:3167 to 42.240.213.75:231 No additional info
|
{
"geo_location": "Czech Republic",
"device_hash": "4bff8be381166bc52beec3932c5b91124d36c58f",
"user_agent": "Opera/9.82.(Windows NT 5.2; sa-IN) Presto/2.9.190 Version/11.00",
"session_id": "5e92af21-386f-4f9a-985a-ad62d1e8b708",
"risk_score": 38.22,
"confidence": 0.95
}
|
105.170.127.158
|
42.240.213.75
| null | null | null |
No additional info
|
Firewall drop NTP traffic from 105.170.127.158:3167 to 42.240.213.75:231 No additional info
|
drop
| 990,797
|
NTP
| null | null | null | null | null | null | null | null | 3,167
| 231
| 2,069
| null | null | null | null | null | null | null |
711dbe3c-59b6-46a2-8f31-0895ea4b8a87
| 2025-07-09T20:04:54
|
cloud
|
QRadar v7.5.0
|
low
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|low| desc=Cloud crypto_mining in OCI by michael79 No additional info noise=RWxzZS4=
|
{
"geo_location": "Madagascar",
"device_hash": "adac551b9f83647b51c2e2352b0ce6d1a14ffcd57fbe30cbc84ee96bc27bd478",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 3_1_3 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) CriOS/51.0.898.0 Mobile/35Z300 Safari/534.2",
"session_id": "5e8110f6-874e-4962-b81d-d9df9132d6f0",
"risk_score": 25.92,
"confidence": 0.53
}
| null | null | null | null | null |
No additional info
|
Cloud crypto_mining in OCI by michael79 No additional info
|
crypto_mining
| null | null |
michael79
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-fae6afcf
|
6e3fbb7e-3cd7-4bee-8a29-b568217b50ae
| 2025-04-14T17:45:29
|
cloud
|
CrowdStrike v6.45.0
|
high
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|high| desc=Cloud config_change in Azure by zsalazar Associated Threat Actor: Inception Framework
|
{
"geo_location": "Bhutan",
"device_hash": "cd37a5ace44c19130fb803a9714b9773",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; mi-NZ; rv:1.9.0.20) Gecko/3696-07-04 06:52:07 Firefox/3.8",
"session_id": "567fb063-6af6-44d9-8567-ef7c4fe9f994",
"risk_score": 31.54,
"confidence": 0.85
}
| null | null | null | null | null |
Associated Threat Actor: Inception Framework
|
Cloud config_change in Azure by zsalazar Associated Threat Actor: Inception Framework
|
config_change
| null | null |
zsalazar
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-a480358f
|
f6cf7678-c3ba-49b7-a7b1-0921a78a4afb
| 2025-05-29T06:57:00
|
auth
|
Zeek v5.0.0
|
medium
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for nballard via SAML from 73.174.23.185 MITRE Technique: T1547.001
|
{
"geo_location": "Madagascar",
"device_hash": "dc0bd74ec2c7b5d53994585b5a71c103",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 16_7_7 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) FxiOS/12.2u1504.0 Mobile/36S136 Safari/532.1",
"session_id": "6b8774bc-1cf7-40b4-a83d-849197df3dc0",
"risk_score": 1.04,
"confidence": 0.36
}
|
73.174.23.185
| null | null | null | null |
MITRE Technique: T1547.001
|
Auth bypass for nballard via SAML from 73.174.23.185 MITRE Technique: T1547.001
|
bypass
| null | null |
nballard
| null | null | null | null | null | null | null | null | null | null |
SAML
|
df:d3:09:a6:86:42
| null | null | null | null | null |
94913e03-8050-46a7-999c-3e5731711931
| 2025-06-22T15:11:41
|
ids_alert
|
FireEye HX v4.5.0
|
low
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|low| desc=FireEye HX Alert: Zero-Day Exploit detected from 1.148.197.159 targeting 19.3.250.34 MITRE Technique: T1486
|
{
"geo_location": "Samoa",
"device_hash": "a4ca14a49d7bf5bd09f081433c0bff56e2dd8d077a26bf915e314f6ec65fc027",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4_1 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/15.1i2002.0 Mobile/00K074 Safari/535.1",
"session_id": "e84ceccb-1848-4173-9526-98f45cb87ede",
"risk_score": 43.71,
"confidence": 0.19
}
|
1.148.197.159
|
19.3.250.34
|
Zero-Day Exploit
|
SIG-8182
|
Evasion
|
MITRE Technique: T1486
|
FireEye HX Alert: Zero-Day Exploit detected from 1.148.197.159 targeting 19.3.250.34 MITRE Technique: T1486
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
20cf8542-c2b9-43c0-adb6-4d791347019f
| 2025-05-07T20:15:07
|
ai
|
Darktrace v6.0.0
|
high
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|high| desc=AI system model_access by esparzajon No additional info
|
{
"geo_location": "Netherlands Antilles",
"device_hash": "b5cf4c9aa2b67ffdf921633f907b09e828c699b2",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; shs-CA) AppleWebKit/535.23.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6535.23.3",
"session_id": "949421c3-b9f9-41e1-adce-7e5f76e21989",
"risk_score": 56.19,
"confidence": 0.22
}
| null | null | null | null | null |
No additional info
|
AI system model_access by esparzajon No additional info
|
model_access
| null | null |
esparzajon
| null | null | null | null | null | null | null | null | null | null | null | null |
model-29aeeb4c
|
f127b1f1c14a6479e70291848358e8bd785fe09e
|
6603dc6ec553c520bfe766b7f260371aa862e524
| null | null |
a07d0262-a379-45d3-b84f-82617e20cf55
| 2025-03-13T08:50:18
|
auth
|
Suricata v6.0.10
|
high
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|high| desc=Auth locked for nathanthompson via SAML from 10.167.120.113 No additional info
|
{
"geo_location": "Romania",
"device_hash": "7d322cd8176cfbbb411b76ec20619982adfb3769",
"user_agent": "Opera/9.39.(Windows NT 5.1; cmn-TW) Presto/2.9.172 Version/12.00",
"session_id": "1763c082-a4f2-4ea1-997c-ac58de2e38d4",
"risk_score": 24.69,
"confidence": 0.71
}
|
10.167.120.113
| null | null | null | null |
No additional info
|
Auth locked for nathanthompson via SAML from 10.167.120.113 No additional info
|
locked
| null | null |
nathanthompson
| null | null | null | null | null | null | null | null | null | null |
SAML
|
59:50:13:ad:70:57
| null | null | null | null | null |
cda8a4ba-352d-43b2-9627-3d6a030c8cb4
| 2025-03-22T09:45:22
|
firewall
|
Vectra AI v5.0.0
|
high
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|high| desc=Firewall allow NTP traffic from 26.248.151.144:700 to 55.119.65.82:144 MITRE Technique: T1204.002 | Associated Threat Actor: BlueNoroff
|
{
"geo_location": "Japan",
"device_hash": "5cf6ea9228b9da3c1539fcefa2222cc6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/4.0)",
"session_id": "2d028044-c270-4752-a377-1a4df0799430",
"risk_score": 48.05,
"confidence": 0.02
}
|
26.248.151.144
|
55.119.65.82
| null | null | null |
MITRE Technique: T1204.002 | Associated Threat Actor: BlueNoroff
|
Firewall allow NTP traffic from 26.248.151.144:700 to 55.119.65.82:144 MITRE Technique: T1204.002 | Associated Threat Actor: BlueNoroff
|
allow
| 711,914
|
NTP
| null | null | null | null | null | null | null | null | 700
| 144
| 564
| null | null | null | null | null | null | null |
4b760da7-f986-47f5-9035-09186a578a13
| 2025-06-27T23:19:24
|
ids_alert
|
Tanium v7.4.0
|
high
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|high| desc=Tanium Alert: Zero-Day Exploit detected from 130.0.129.71 targeting 10.104.208.13 No additional info noise=Qmx1ZS4=
|
{
"geo_location": "Samoa",
"device_hash": "b305d4084ad3d0dfc9206003658fba2d0d6993bf",
"user_agent": "Opera/9.87.(Windows NT 6.0; sat-IN) Presto/2.9.163 Version/10.00",
"session_id": "ddfcc444-c4d1-48e4-aa20-7fdbe7c38a86",
"risk_score": 75.02,
"confidence": 0.45
}
|
130.0.129.71
|
10.104.208.13
|
Zero-Day Exploit
|
SIG-3945
|
Malware
|
No additional info
|
Tanium Alert: Zero-Day Exploit detected from 130.0.129.71 targeting 10.104.208.13 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
18633772-f1bf-4a32-af46-829ada5ffe9c
| 2025-03-10T04:43:18
|
endpoint
|
Zeek v5.0.0
|
info
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint service_install /good/eight.pptx by jhernandez Unconventional IOC: UEFI variable tampering
|
{
"geo_location": "Brazil",
"device_hash": "067988f80b1d61eb98c0a20560b8555cd4565393",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_7; rv:1.9.5.20) Gecko/7948-11-11 23:37:41 Firefox/11.0",
"session_id": "04198673-05a3-40f9-aed4-596de2bda748",
"risk_score": 62.69,
"confidence": 0.28
}
| null | null | null | null | null |
Unconventional IOC: UEFI variable tampering
|
Endpoint service_install /good/eight.pptx by jhernandez Unconventional IOC: UEFI variable tampering
|
service_install
| null | null |
jhernandez
|
/good/eight.pptx
| 6,093
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e28321cf-bbe5-418d-8c05-44ed4747949c
| 2025-05-19T10:11:11
|
ids_alert
|
CrowdStrike v6.45.0
|
critical
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|critical| desc=CrowdStrike Alert: Container Escape detected from 10.104.49.82 targeting 211.234.100.249 MITRE Technique: T1543.003 noise=way|open|understand
|
{
"geo_location": "Anguilla",
"device_hash": "29c379fe28c10c9179bab62dae44af75",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/14.6v5321.0 Mobile/16S619 Safari/534.2",
"session_id": "90ae52c4-8fcb-4450-996a-23712d4375ef",
"risk_score": 53.31,
"confidence": 0.05
}
|
10.104.49.82
|
211.234.100.249
|
Container Escape
|
SIG-3623
|
Policy
|
MITRE Technique: T1543.003
|
CrowdStrike Alert: Container Escape detected from 10.104.49.82 targeting 211.234.100.249 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 |
5d06d306-832c-487f-ad63-5205f419c85d
| 2025-02-05T11:07:49
|
iot
|
OSSEC v3.7.0
|
info
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|info| desc=IoT device Camera protocol_violation No additional info
|
{
"geo_location": "Cape Verde",
"device_hash": "1423cab6cdc407156c2a82e922d90419297192a5aa745ab81c0cfbb5fd62f9d6",
"user_agent": "Opera/8.56.(X11; Linux i686; ml-IN) Presto/2.9.177 Version/11.00",
"session_id": "eac55576-0834-432f-9089-970f4288d3bc",
"risk_score": 13.26,
"confidence": 0.05
}
| null | null | null | null | null |
No additional info
|
IoT device Camera protocol_violation No additional info
|
protocol_violation
| null | null | null | null | null | null | null |
Camera
|
iot-965f88ea
|
5.7
| null | null | null | null | null | null | null | null | null | null |
01596baa-243c-4458-9dc9-1b8b61a6eda2
| 2025-06-06T12:42:44
|
endpoint
|
Wazuh v4.5.0
|
medium
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint file_access either by hstone MITRE Technique: T1543.003 noise=app
|
{
"geo_location": "Philippines",
"device_hash": "5a2b16a63b858fcc885f608cc839319c",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 7_1_2 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) FxiOS/9.6a7747.0 Mobile/74R429 Safari/533.0",
"session_id": "ae66676e-5177-4b41-9d23-9b22b84cdc9b",
"risk_score": 56.29,
"confidence": 0.11
}
| null | null | null | null | null |
MITRE Technique: T1543.003
|
Endpoint file_access either by hstone MITRE Technique: T1543.003
|
file_access
| null | null |
hstone
|
either
| 6,349
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0fd70dab-8854-46f2-9875-d1017fa42cd9
| 2025-04-15T03:20:26
|
cloud
|
Elastic SIEM v8.9.0
|
low
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in GCP by johnstanley No additional info
|
{
"geo_location": "China",
"device_hash": "54109925e49a11192a4476b0806d74cf85edf20b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.1; Trident/3.1)",
"session_id": "b5f64327-030e-4192-a697-b29105977113",
"risk_score": 20.61,
"confidence": 0.21
}
| null | null | null | null | null |
No additional info
|
Cloud api_abuse in GCP by johnstanley No additional info
|
api_abuse
| null | null |
johnstanley
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-374aa133
|
3990e47b-68d3-4a8a-a6fe-8ada474045e8
| 2025-03-20T01:58:21
|
endpoint
|
FireEye HX v4.5.0
|
medium
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint driver_load /herself/ball.ods by christophersnyder No additional info noise=6EFC0549
|
{
"geo_location": "Netherlands",
"device_hash": "f620af4674b03e0391f435527227cf1727ed2ce8",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_5 rv:5.0; mag-IN) AppleWebKit/531.34.7 (KHTML, like Gecko) Version/5.0.4 Safari/531.34.7",
"session_id": "a7ac5418-3fdf-4d4a-904d-66ec5ebc5b93",
"risk_score": 41.4,
"confidence": 0.11
}
| null | null | null | null | null |
No additional info
|
Endpoint driver_load /herself/ball.ods by christophersnyder No additional info
|
driver_load
| null | null |
christophersnyder
|
/herself/ball.ods
| 3,695
|
cmd.exe
|
{
"baseline_deviation": 1.14,
"entropy": 5.45,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
de3f2ee2-cc7e-40ad-8784-841e53f26f8f
| 2025-05-10T04:33:05
|
ids_alert
|
ArcSight v7.4.0
|
medium
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|medium| desc=ArcSight Alert: Supply Chain Compromise detected from 11.82.11.142 targeting 10.231.106.57 MITRE Technique: T1110.003 | Associated Threat Actor: Equation Group
|
{
"geo_location": "Guernsey",
"device_hash": "1d05461812ba4a6b4acf7ebdd8c0d0beb7178a38",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 11_4_1 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) CriOS/37.0.821.0 Mobile/32B940 Safari/534.0",
"session_id": "971f9903-c9cb-40cc-ae07-0ee2a8360c87",
"risk_score": 60.41,
"confidence": 0.05
}
|
11.82.11.142
|
10.231.106.57
|
Supply Chain Compromise
|
SIG-9399
|
Exploit
|
MITRE Technique: T1110.003 | Associated Threat Actor: Equation Group
|
ArcSight Alert: Supply Chain Compromise detected from 11.82.11.142 targeting 10.231.106.57 MITRE Technique: T1110.003 | Associated Threat Actor: Equation Group
| null | null | null | null | null | null | null |
{
"baseline_deviation": 2.15,
"entropy": 5.17,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
ea7b1e2f-7ad1-47dc-bcb1-d87ebcd23e8d
| 2025-06-13T15:10:49
|
ids_alert
|
LogRhythm v7.5.0
|
emergency
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=LogRhythm Alert: MFA Bypass detected from 19.81.110.83 targeting 206.215.68.177 No additional info noise=beautiful|sometimes|authority
|
{
"geo_location": "French Polynesia",
"device_hash": "0b55ffa3cf6ee1e6b366b116df3d784e",
"user_agent": "Opera/9.95.(Windows NT 11.0; fa-IR) Presto/2.9.175 Version/11.00",
"session_id": "a32e980a-2d08-4e33-a715-5017d98130dd",
"risk_score": 38.1,
"confidence": 0.89
}
|
19.81.110.83
|
206.215.68.177
|
MFA Bypass
|
SIG-9268
|
Recon
|
No additional info
|
LogRhythm Alert: MFA Bypass detected from 19.81.110.83 targeting 206.215.68.177 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8ae75155-ed6a-4c02-b5f8-5cdc556de6a0
| 2025-03-28T02:33:25
|
cloud
|
Wazuh v4.5.0
|
medium
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud instance_creation in GCP by owensbrenda MITRE Technique: T1204.002 noise=FAC31F3A
|
{
"geo_location": "Estonia",
"device_hash": "6252b2693dc74024b6e4bac11d07f931733f71fa",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/5.1)",
"session_id": "76849ef3-c8ba-425b-91c0-2b43b21bbc65",
"risk_score": 72.45,
"confidence": 0.91
}
| null | null | null | null | null |
MITRE Technique: T1204.002
|
Cloud instance_creation in GCP by owensbrenda MITRE Technique: T1204.002
|
instance_creation
| null | null |
owensbrenda
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-c67e54ed
|
717575f1-95eb-4adb-a384-7b225c414ff3
| 2025-04-06T00:54:32
|
auth
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|info| desc=Auth challenge for ejones via OAuth from 10.180.246.204 MITRE Technique: T1566.001
|
{
"geo_location": "Angola",
"device_hash": "84e736deedd91ea240f582e1c6d7f89cc5cee793",
"user_agent": "Opera/8.14.(X11; Linux x86_64; st-ZA) Presto/2.9.188 Version/12.00",
"session_id": "c94ecbd1-0264-4d84-b5a8-90baf8787a2f",
"risk_score": 42.02,
"confidence": 0.56
}
|
10.180.246.204
| null | null | null | null |
MITRE Technique: T1566.001
|
Auth challenge for ejones via OAuth from 10.180.246.204 MITRE Technique: T1566.001
|
challenge
| null | null |
ejones
| null | null | null | null | null | null | null | null | null | null |
OAuth
|
3d:07:24:fa:c8:20
| null | null | null | null | null |
55e978ab-dacd-4bd4-a153-c896e7fd6f89
| 2025-04-25T18:59:04
|
network
|
CrowdStrike v6.45.0
|
low
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|low| desc=Network connection from 176.54.156.249 to 167.240.85.97 MITRE Technique: T1134.001
|
{
"geo_location": "United States Virgin Islands",
"device_hash": "ad2951585dd7eac4196c64ae6bdbe82d42d20f57",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; niu-NU) AppleWebKit/535.39.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6535.39.7",
"session_id": "dada175b-2654-4504-8c96-0bb6b96705c3",
"risk_score": 47.79,
"confidence": 0.08
}
|
176.54.156.249
|
167.240.85.97
| null | null | null |
MITRE Technique: T1134.001
|
Network connection from 176.54.156.249 to 167.240.85.97 MITRE Technique: T1134.001
|
connection
| 651,508
|
HTTP
| null | null | null | null |
{
"baseline_deviation": 1,
"entropy": 3.82,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
686f047a-961c-440e-b5d0-94a735c31b0d
| 2025-05-28T22:35:01
|
ai
|
OSSEC v3.7.0
|
low
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|low| desc=AI system fine_tuning by davislisa No additional info
|
{
"geo_location": "Saint Martin",
"device_hash": "137b68b376b293d84c4e23782a6606c60695a96d5fade63e118cc77cac232871",
"user_agent": "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/25.0.831.0 Safari/531.1",
"session_id": "c39fad45-9fa5-40d1-8970-76f8088e7166",
"risk_score": 52.29,
"confidence": 0.71
}
| null | null | null | null | null |
No additional info
|
AI system fine_tuning by davislisa No additional info
|
fine_tuning
| null | null |
davislisa
| null | null | null | null | null | null | null | null | null | null | null | null |
model-7512514e
|
38e56d4d5bb9ec6ca16a632bf4724f394bdae148
|
741e73bc224b99933b751d1e67c9b78362a90d06
| null | null |
4afe6839-d5ce-4d63-bd93-3917d00ae239
| 2025-05-24T09:29:24
|
cloud
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in AWS by riveradavid No additional info
|
{
"geo_location": "Palestinian Territory",
"device_hash": "4a6117b7bde2ee447222b78ea867416ab1bd1ae696384c8bb19be6fd5e2ec13e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Win 9x 4.90; Trident/5.1)",
"session_id": "5ce7bbeb-b095-44cb-86e3-a67df7367654",
"risk_score": 60.29,
"confidence": 0.14
}
| null | null | null | null | null |
No additional info
|
Cloud crypto_mining in AWS by riveradavid No additional info
|
crypto_mining
| null | null |
riveradavid
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-c356b274
|
12fee06b-c886-4ea3-8b30-e9de3772b9a7
| 2025-05-15T20:21:38
|
endpoint
|
Vectra AI v5.0.0
|
info
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint registry_change /price/wrong.odp by cody77 No additional info
|
{
"geo_location": "Israel",
"device_hash": "08795afeb161fe3d55c8778cf3c193ce359a0f52",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/27.0.852.0 Safari/532.0",
"session_id": "ea9389f2-6de3-4ddf-82d7-1894d5f25051",
"risk_score": 100,
"confidence": 0.33
}
| null | null | null | null | null |
No additional info
|
Endpoint registry_change /price/wrong.odp by cody77 No additional info
|
registry_change
| null | null |
cody77
|
/price/wrong.odp
| 1,504
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e7fa940b-d3b4-4c41-a251-db2d6265dba4
| 2025-07-11T11:23:11
|
firewall
|
Zeek v5.0.0
|
critical
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall quarantine ICMP traffic from 198.194.134.143:28024 to 83.220.137.230:5711 MITRE Technique: T1543.003 | Associated Threat Actor: Cobalt Group | Geo anomaly: Impossible travel detected
|
{
"geo_location": "North Korea",
"device_hash": "4b23d5d6fb6105fee1bdbccc3198fd4a37092dfb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/3.1)",
"session_id": "97d29481-0190-47fe-9b70-47790580923e",
"risk_score": 75.64,
"confidence": 0.02
}
|
198.194.134.143
|
83.220.137.230
| null | null | null |
MITRE Technique: T1543.003 | Associated Threat Actor: Cobalt Group | Geo anomaly: Impossible travel detected
|
Firewall quarantine ICMP traffic from 198.194.134.143:28024 to 83.220.137.230:5711 MITRE Technique: T1543.003 | Associated Threat Actor: Cobalt Group | Geo anomaly: Impossible travel detected
|
quarantine
| 415,601
|
ICMP
| null | null | null | null | null | null | null | null | 28,024
| 5,711
| 427
| null | null | null | null | null | null | null |
f2187bfa-a966-411f-aa5b-6ec4477cafcc
| 2025-01-22T18:34:33
|
auth
|
Darktrace v6.0.0
|
high
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|high| desc=Auth timeout for dcox via key from 85.169.70.44 No additional info
|
{
"geo_location": "Uzbekistan",
"device_hash": "64cb39228cb33431d08c7b93ee3a932e8a7eb7be",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/8167-06-28 18:37:50 Firefox/3.8",
"session_id": "268aa5bb-c31c-45dc-a5c1-5df6f57e8e72",
"risk_score": 38.94,
"confidence": 0.51
}
|
85.169.70.44
| null | null | null | null |
No additional info
|
Auth timeout for dcox via key from 85.169.70.44 No additional info
|
timeout
| null | null |
dcox
| null | null | null | null | null | null | null | null | null | null |
key
|
d6:45:10:3a:99:53
| null | null | null | null | null |
098f3497-9a17-4d61-be44-b233368ecfc0
| 2028-07-21T19:17:46
|
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 guess by clarkmitchell Associated Threat Actor: Equation Group noise=QmFyLg==
|
{
"geo_location": "Togo",
"device_hash": "8e29629741be1b07cb0ee5bca676295e",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 3_2_2 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) FxiOS/16.1x0016.0 Mobile/28B929 Safari/533.2",
"session_id": "a30abecb-f457-49f5-8722-05bb28be24b1",
"risk_score": 50.04,
"confidence": 0.04
}
| null | null | null | null | null |
Associated Threat Actor: Equation Group
|
Endpoint wmi_exec guess by clarkmitchell Associated Threat Actor: Equation Group
|
wmi_exec
| null | null |
clarkmitchell
|
guess
| 6,397
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
71003d6d-4ba9-4855-9949-b1eb3111c695
| 2025-02-05T02:17:43
|
auth
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|high| desc=Auth challenge for jacksoncourtney via biometric from 190.18.81.161 MITRE Technique: T1543.003 | Unconventional IOC: CPU microcode changes
|
{
"geo_location": "Greece",
"device_hash": "7a9fa417d9e0f7150b5be95b48ba56236c6dd3489917d9472a3fbd47e44052a7",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; ja-JP) AppleWebKit/533.38.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6533.38.3",
"session_id": "8c0ab56d-84b1-4670-8e2f-e0f44ec6c5ef",
"risk_score": 64.27,
"confidence": 0.89
}
|
190.18.81.161
| null | null | null | null |
MITRE Technique: T1543.003 | Unconventional IOC: CPU microcode changes
|
Auth challenge for jacksoncourtney via biometric from 190.18.81.161 MITRE Technique: T1543.003 | Unconventional IOC: CPU microcode changes
|
challenge
| null | null |
jacksoncourtney
| null | null | null | null | null | null | null | null | null | null |
biometric
|
c5:83:92:61:52:01
| null | null | null | null | null |
73561f1e-913a-4a0e-bad2-250b3c1eabc0
| 2025-02-08T19:22:32
|
ids_alert
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|high| desc=ArcSight Alert: SQL Injection detected from 10.250.175.198 targeting N/A No additional info
|
{
"geo_location": "Suriname",
"device_hash": "db7952b8427a374bc95847981be6c7b7",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_0 rv:3.0; ff-SN) AppleWebKit/532.16.2 (KHTML, like Gecko) Version/4.0.2 Safari/532.16.2",
"session_id": "c85685dc-4654-46b2-8eff-bb1c135bbb9b",
"risk_score": 21.4,
"confidence": 0.6
}
|
10.250.175.198
|
N/A
|
SQL Injection
|
SIG-6600
|
Evasion
|
No additional info
|
ArcSight Alert: SQL Injection detected from 10.250.175.198 targeting N/A No additional info
| null | null | null | null | null | null | null |
{
"baseline_deviation": 2.18,
"entropy": 2.56,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
99b5f1ee-0af1-49d2-8397-78485f610231
| 2025-04-29T23:47:59
|
ids_alert
|
Elastic SIEM v8.9.0
|
medium
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|medium| desc=Elastic SIEM Alert: Zero-Day Exploit detected from 76.53.48.199 targeting 196.87.42.14 MITRE Technique: T1566.001 | Unconventional IOC: TPM attestation failures
|
{
"geo_location": "China",
"device_hash": "da3d0c8478c67da730063051515435001bca86e7ea92e26efea41cc05ff3b8af",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; sr-ME) AppleWebKit/535.34.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6535.34.6",
"session_id": "fc160320-0a66-4d7f-83c8-65cd8ecb5ebe",
"risk_score": 30.7,
"confidence": 0.32
}
|
76.53.48.199
|
196.87.42.14
|
Zero-Day Exploit
|
SIG-4438
|
Malware
|
MITRE Technique: T1566.001 | Unconventional IOC: TPM attestation failures
|
Elastic SIEM Alert: Zero-Day Exploit detected from 76.53.48.199 targeting 196.87.42.14 MITRE Technique: T1566.001 | Unconventional IOC: TPM attestation failures
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bab2f60a-79be-4cba-9856-d535847e0e91
| 2025-03-04T03:40:55
|
cloud
|
Suricata v6.0.10
|
critical
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in AWS by joshuaduncan MITRE Technique: T1574.002
|
{
"geo_location": "Tanzania",
"device_hash": "b50678b8e809a83e9e836307ba5a29af",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/5.0)",
"session_id": "399db429-9580-4a23-8cb6-085eec1c2ebc",
"risk_score": 69.57,
"confidence": 0.92
}
| null | null | null | null | null |
MITRE Technique: T1574.002
|
Cloud config_change in AWS by joshuaduncan MITRE Technique: T1574.002
|
config_change
| null | null |
joshuaduncan
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-c892d308
|
5ed7c0f2-3600-4376-bf1c-440b3e61e7dc
| 2025-05-17T06:48:04
|
network
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 68.58.0.17 to 180.105.252.195 MITRE Technique: T1071.001
|
{
"geo_location": "Bangladesh",
"device_hash": "70e5f28fb025b47e586adc1a0019fc36",
"user_agent": "Opera/8.94.(X11; Linux x86_64; ber-DZ) Presto/2.9.177 Version/12.00",
"session_id": "8ac92988-f588-44d2-b885-54e5d97525df",
"risk_score": 67.1,
"confidence": 0.31
}
|
68.58.0.17
|
180.105.252.195
| null | null | null |
MITRE Technique: T1071.001
|
Network protocol_anomaly from 68.58.0.17 to 180.105.252.195 MITRE Technique: T1071.001
|
protocol_anomaly
| 23,524
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
12b0a861-c215-461a-9111-b18d75db78c2
| 2025-01-19T04:04:49
|
firewall
|
Suricata v6.0.10
|
low
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|low| desc=Firewall deny RDP traffic from 175.43.235.250:389 to 216.243.63.123:61 No additional info
|
{
"geo_location": "Argentina",
"device_hash": "f41c591bcce4b5e844239a7c14c7e330",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/3581-06-25 16:00:30 Firefox/3.6.10",
"session_id": "f0301759-43e0-4817-9a58-eb9c112fc8d7",
"risk_score": 64.78,
"confidence": 0.97
}
|
175.43.235.250
|
216.243.63.123
| null | null | null |
No additional info
|
Firewall deny RDP traffic from 175.43.235.250:389 to 216.243.63.123:61 No additional info
|
deny
| 831,619
|
RDP
| null | null | null | null | null | null | null | null | 389
| 61
| 1,150
| null | null | null | null | null | null | null |
29d9f1bc-37ad-4826-9761-788257b8ce10
| 2025-03-08T02:18:42
|
iot
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|medium| desc=IoT device Camera unusual_activity No additional info
|
{
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "3a49ce2cfc7f899de4db95cd733f1e30",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/4.0)",
"session_id": "59e7863c-e61f-4d9d-a244-b18d77ba3397",
"risk_score": 12.78,
"confidence": 0.48
}
| null | null | null | null | null |
No additional info
|
IoT device Camera unusual_activity No additional info
|
unusual_activity
| null | null | null | null | null | null | null |
Camera
|
iot-bfcb082d
|
2.2
| null | null | null | null | null | null | null | null | null | null |
5a48ed59-0089-438a-8905-9981bfdd8bd8
| 2025-03-26T10:59:23
|
firewall
|
AlienVault v5.7.0
|
info
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|info| desc=Firewall deny SMB traffic from 98.221.8.16:11791 to 106.16.99.226:1219 MITRE Technique: T1059.005
|
{
"geo_location": "Bolivia",
"device_hash": "c980018c3401c895f092721549603dbb38820e0a9db6f17ec78260b69675b80a",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; brx-IN; rv:1.9.2.20) Gecko/7358-01-04 05:30:11 Firefox/12.0",
"session_id": "52918023-46fd-49c5-b8e3-8a7c08084847",
"risk_score": 18.32,
"confidence": 0.22
}
|
98.221.8.16
|
106.16.99.226
| null | null | null |
MITRE Technique: T1059.005
|
Firewall deny SMB traffic from 98.221.8.16:11791 to 106.16.99.226:1219 MITRE Technique: T1059.005
|
deny
| 448,893
|
SMB
| null | null | null | null | null | null | null | null | 11,791
| 1,219
| 1,724
| null | null | null | null | null | null | null |
cfb06506-ac02-4220-b332-57f43d06092c
| 2025-04-17T07:54:16
|
ai
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|low| desc=AI system adversarial_input by myersangela No additional info
|
{
"geo_location": "Lao People's Democratic Republic",
"device_hash": "6b657a504da98f80cf76332999949409da6d3ece8f4c434dfca3b4a0d3eaf1b2",
"user_agent": "Opera/9.61.(Windows NT 4.0; wal-ET) Presto/2.9.181 Version/12.00",
"session_id": "b9051ff6-32e2-4780-b42a-82cf8f73f424",
"risk_score": 13.48,
"confidence": 0.12
}
| null | null | null | null | null |
No additional info
|
AI system adversarial_input by myersangela No additional info
|
adversarial_input
| null | null |
myersangela
| null | null | null | null | null | null | null | null | null | null | null | null |
model-42142f1e
|
9d448231e682ed4c5760136aa3dd3f1c9c1070ef8f245b9290a6f82590fdffc4
|
074186f182d13b609ba22c9252ae43841d44bdec
| null | null |
3aa0a76d-fe9f-43b9-b9d5-05d6a10790fa
| 2025-05-28T05:15:21
|
network
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 174.148.232.113 to 163.243.174.103 MITRE Technique: T1071.001 | Associated Threat Actor: Inception Framework
|
{
"geo_location": "Central African Republic",
"device_hash": "ef17b7263df7d24491eb80aea7bab40e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/3.1)",
"session_id": "48c4601b-ea81-431d-96f7-aad33ccebd07",
"risk_score": 6.49,
"confidence": 0.01
}
|
174.148.232.113
|
163.243.174.103
| null | null | null |
MITRE Technique: T1071.001 | Associated Threat Actor: Inception Framework
|
Network latency_spike from 174.148.232.113 to 163.243.174.103 MITRE Technique: T1071.001 | Associated Threat Actor: Inception Framework
|
latency_spike
| 399,979
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a8747b41-1ae6-4889-89e0-bfb036932808
| 2025-02-07T15:00:00
|
firewall
|
Carbon Black v7.8.0
|
high
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|high| desc=Firewall drop TCP traffic from 139.9.210.30:598 to 10.99.214.52:821 No additional info
|
{
"geo_location": "American Samoa",
"device_hash": "8cdf0cc43f97cf27865af3db1f6440ca",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/534.19.5 (KHTML, like Gecko) Version/5.0 Safari/534.19.5",
"session_id": "f7eb6e38-47b4-4261-a1fd-b2e1841bf3f3",
"risk_score": 70.53,
"confidence": 0.45
}
|
139.9.210.30
|
10.99.214.52
| null | null | null |
No additional info
|
Firewall drop TCP traffic from 139.9.210.30:598 to 10.99.214.52:821 No additional info
|
drop
| 567,105
|
TCP
| null | null | null | null | null | null | null | null | 598
| 821
| 2,532
| null | null | null | null | null | null | null |
1aa08cb7-7662-43ca-9411-55ecd49268ab
| 2025-05-01T08:44:15
|
auth
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|high| desc=Auth timeout for angela00 via SAML from 130.174.176.164 No additional info noise=least|political|state
|
{
"geo_location": "Slovenia",
"device_hash": "7e74c1a7499a7151d5022fe78455af008f6fa57c1d5ab6c6dc097ba43fd17f21",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; mg-MG) AppleWebKit/534.49.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6534.49.6",
"session_id": "6be65c88-7e52-45ad-9481-ae635bee3b49",
"risk_score": 58.77,
"confidence": 0.7
}
|
130.174.176.164
| null | null | null | null |
No additional info
|
Auth timeout for angela00 via SAML from 130.174.176.164 No additional info
|
timeout
| null | null |
angela00
| null | null | null | null | null | null | null | null | null | null |
SAML
|
5c:03:77:a4:a8:c7
| null | null | null | null | null |
bc0f0cd2-7949-4b2a-b603-d3dd144dc64c
| 2025-04-22T07:23:49
|
endpoint
|
FireEye HX v4.5.0
|
low
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task study by patriciameyer No additional info noise=0103A32F
|
{
"geo_location": "Mayotte",
"device_hash": "d312034458899e6e2f462d571d890868c1df2fa5137c10514eb96379f5b4fab0",
"user_agent": "Mozilla/5.0 (Windows NT 5.0) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/53.0.844.0 Safari/534.1",
"session_id": "df922990-c05d-4543-9537-08a258abac39",
"risk_score": 62.43,
"confidence": 0.08
}
| null | null | null | null | null |
No additional info
|
Endpoint scheduled_task study by patriciameyer No additional info
|
scheduled_task
| null | null |
patriciameyer
|
study
| 4,176
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3cb6fb5e-b5ef-4c20-8b66-d1ad84186504
| 2025-06-26T17:29:39
|
ids_alert
|
Carbon Black v7.8.0
|
high
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|high| desc=Carbon Black Alert: AI Model Poisoning detected from 10.235.225.9 targeting 219.191.62.77 No additional info
|
{
"geo_location": "Kiribati",
"device_hash": "5e08b391961669e636305cef6ba3e08afa242f57",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; gez-ET) AppleWebKit/533.47.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6533.47.6",
"session_id": "0231fa42-18b0-4b75-b02b-c579c658f4dd",
"risk_score": 28.3,
"confidence": 0.65
}
|
10.235.225.9
|
219.191.62.77
|
AI Model Poisoning
|
SIG-2164
|
Evasion
|
No additional info
|
Carbon Black Alert: AI Model Poisoning detected from 10.235.225.9 targeting 219.191.62.77 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d9a79b32-c073-411b-b73e-9b79d71d494b
| 2025-01-29T14:39:21
|
network
|
Snort v2.9.20
|
info
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|network|info| desc=Network latency_spike from 105.176.123.41 to 199.66.191.170 MITRE Technique: T1078.004
|
{
"geo_location": "Tanzania",
"device_hash": "6927da113db2cbc2049b3207d5b70853cfebfe2ba9f3cbd8caace3c0b46db090",
"user_agent": "Opera/8.69.(Windows NT 5.2; lzh-TW) Presto/2.9.164 Version/10.00",
"session_id": "62ec868a-1d18-441f-ab59-7c9564a945c0",
"risk_score": 21.96,
"confidence": 0.84
}
|
105.176.123.41
|
199.66.191.170
| null | null | null |
MITRE Technique: T1078.004
|
Network latency_spike from 105.176.123.41 to 199.66.191.170 MITRE Technique: T1078.004
|
latency_spike
| 533,150
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
24016cd9-a45b-417c-8057-97d54318db20
| 2025-01-17T06:37:15
|
ids_alert
|
Snort v2.9.20
|
critical
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|critical| desc=Snort Alert: Cloud API Abuse detected from 178.239.73.169 targeting 190.206.248.198 No additional info
|
{
"geo_location": "Mauritania",
"device_hash": "3ad97a76f16435237b5893b5d16ff2f6d879c08b39692777f6eec06da25069de",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/5141-02-06 22:16:57 Firefox/3.6.17",
"session_id": "19a23d3f-1164-43bf-8e93-4c79ea1a04d4",
"risk_score": 52.31,
"confidence": 0.24
}
|
178.239.73.169
|
190.206.248.198
|
Cloud API Abuse
|
SIG-2126
|
Policy
|
No additional info
|
Snort Alert: Cloud API Abuse detected from 178.239.73.169 targeting 190.206.248.198 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dfdae2e1-c9fb-4c23-9823-46fd5f2b2848
| 2025-04-29T09:35:10
|
cloud
|
AlienVault v5.7.0
|
high
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|high| desc=Cloud storage_access in GCP by gsherman MITRE Technique: T1190
|
{
"geo_location": "Kenya",
"device_hash": "2267bc99d7e49b4d2da77072574534ae79e4b812",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 9_3_6 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) FxiOS/14.7b7235.0 Mobile/70A719 Safari/533.2",
"session_id": "3ca462c2-2dab-4d44-af30-bef10238b058",
"risk_score": 52.58,
"confidence": 0.47
}
| null | null | null | null | null |
MITRE Technique: T1190
|
Cloud storage_access in GCP by gsherman MITRE Technique: T1190
|
storage_access
| null | null |
gsherman
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-044f63c5
|
f86d79c6-c647-41e3-aa40-d2c24ac0651a
| 2025-03-03T07:48:40
|
auth
|
Wazuh v4.5.0
|
medium
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for ecox via biometric from 146.54.233.235 MITRE Technique: T1053.005
|
{
"geo_location": "Burkina Faso",
"device_hash": "a9ff5b53a610f52686db8af6c529e7ff",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/5.1)",
"session_id": "4c03acbf-eaa8-417d-b5f5-fefec66c897d",
"risk_score": 15.67,
"confidence": 0.67
}
|
146.54.233.235
| null | null | null | null |
MITRE Technique: T1053.005
|
Auth challenge for ecox via biometric from 146.54.233.235 MITRE Technique: T1053.005
|
challenge
| null | null |
ecox
| null | null | null | null | null | null | null | null | null | null |
biometric
|
b7:52:a9:0f:88:aa
| null | null | null | null | null |
96eea696-4f1e-44b0-a4b1-08339fe18397
| 2025-07-03T16:00:20
|
endpoint
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|low| desc=Endpoint file_access /language/into.csv by johnsonjill No additional info
|
{
"geo_location": "Croatia",
"device_hash": "35df23b99bfb71bbbf090c81afbb7f03",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/4.1)",
"session_id": "f694f650-9607-4432-8e69-fbd02fd4a949",
"risk_score": 39.77,
"confidence": 0.6
}
| null | null | null | null | null |
No additional info
|
Endpoint file_access /language/into.csv by johnsonjill No additional info
|
file_access
| null | null |
johnsonjill
|
/language/into.csv
| 9,788
|
powershell.exe
|
{
"baseline_deviation": 2.29,
"entropy": 5.92,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
51857895-8a1e-4fb7-9877-5651f4c70b65
| 2025-02-05T03:50:22
|
endpoint
|
Splunk v9.0.2
|
medium
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|medium| desc=Endpoint service_install /lose/keep.key by stephensmith No additional info
|
{
"geo_location": "Estonia",
"device_hash": "cf4b8fd7a2d080dec9296352ba64fad51a7555779ab124ea853775e09bd6ad46",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 4_2_1 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) CriOS/16.0.812.0 Mobile/02Z919 Safari/532.2",
"session_id": "02ab69d2-b858-4efe-b2cf-ad9c7ab93430",
"risk_score": 75.93,
"confidence": 0.95
}
| null | null | null | null | null |
No additional info
|
Endpoint service_install /lose/keep.key by stephensmith No additional info
|
service_install
| null | null |
stephensmith
|
/lose/keep.key
| 5,234
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d685385e-fa25-4d87-8aa7-1fe81b0dd761
| 2025-04-02T19:54:47
|
endpoint
|
Wazuh v4.5.0
|
low
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection /behind/white.avi by john74 No additional info
|
{
"geo_location": "Rwanda",
"device_hash": "4cbd8d7dee7a7ec0ddfafe393763ac6e",
"user_agent": "Opera/8.58.(Windows NT 4.0; yo-NG) Presto/2.9.187 Version/10.00",
"session_id": "bfda24cb-4e46-4bd2-83e4-f7e380245579",
"risk_score": 62.39,
"confidence": 0.82
}
| null | null | null | null | null |
No additional info
|
Endpoint memory_injection /behind/white.avi by john74 No additional info
|
memory_injection
| null | null |
john74
|
/behind/white.avi
| 6,041
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c84431e0-352f-4639-afea-7fccc07efcb9
| 2025-07-09T13:08:54
|
ids_alert
|
AlienVault v5.7.0
|
medium
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|medium| desc=AlienVault Alert: Credential Stuffing detected from 108.108.57.165 targeting N/A No additional info
|
{
"geo_location": "Dominica",
"device_hash": "c750be05e47fc46e6337eaf9f6e11d68688e1ab0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Trident/4.1)",
"session_id": "d5e39de9-8108-4450-8b88-da7484c7f49b",
"risk_score": 66.73,
"confidence": 0.51
}
|
108.108.57.165
|
N/A
|
Credential Stuffing
|
SIG-9185
|
Exploit
|
No additional info
|
AlienVault Alert: Credential Stuffing detected from 108.108.57.165 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 |
080a02f5-f227-41cc-a978-3ed786a7d45c
| 2025-03-10T10:31:56
|
iot
|
Trellix v10.7.0
|
high
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|high| desc=IoT device Medical unusual_activity MITRE Technique: T1566.001 | Associated Threat Actor: Wizard Spider
|
{
"geo_location": "Yemen",
"device_hash": "21d6a7a017db7c54b696ab1e2489b9cc7c596d4ab7014f24abc67dced97393f4",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 5_1_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) FxiOS/17.3f4812.0 Mobile/23G919 Safari/531.0",
"session_id": "6703f30e-8ca2-4ebd-b125-3cf53756c467",
"risk_score": 48.76,
"confidence": 0.96
}
| null | null | null | null | null |
MITRE Technique: T1566.001 | Associated Threat Actor: Wizard Spider
|
IoT device Medical unusual_activity MITRE Technique: T1566.001 | Associated Threat Actor: Wizard Spider
|
unusual_activity
| null | null | null | null | null | null |
{
"baseline_deviation": 1.12,
"entropy": 7.52,
"frequency_anomaly": false,
"sequence_anomaly": true
}
|
Medical
|
iot-1889ff98
|
3.6
| null | null | null | null | null | null | null | null | null | null |
5a9e6510-2979-4505-9cee-bd29487640b8
| 2025-05-08T18:54:49
|
iot
|
OSSEC v3.7.0
|
info
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor physical_tamper MITRE Technique: T1078.004 | Associated Threat Actor: Scattered Spider | Unconventional IOC: UEFI variable tampering noise=search/main
|
{
"geo_location": "Pakistan",
"device_hash": "cfa29d64c262de92c071c335ae4ce1d016a1f69d",
"user_agent": "Opera/9.34.(X11; Linux x86_64; ta-LK) Presto/2.9.176 Version/10.00",
"session_id": "ee1181f4-a95e-4904-9a7d-900bd3d5b87b",
"risk_score": 44.36,
"confidence": 0.22
}
| null | null | null | null | null |
MITRE Technique: T1078.004 | Associated Threat Actor: Scattered Spider | Unconventional IOC: UEFI variable tampering
|
IoT device Sensor physical_tamper MITRE Technique: T1078.004 | Associated Threat Actor: Scattered Spider | Unconventional IOC: UEFI variable tampering
|
physical_tamper
| null | null | null | null | null | null | null |
Sensor
|
iot-583b285d
|
6.1
| null | null | null | null | null | null | null | null | null | null |
7f7a24f5-e44c-461a-ad38-df33cb37a736
| 2025-04-14T00:21:48
|
ids_alert
|
OSSEC v3.7.0
|
emergency
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|emergency| desc=OSSEC Alert: ICS Attack detected from 148.138.143.27 targeting 10.227.19.111 No additional info
|
{
"geo_location": "Ireland",
"device_hash": "28090ab75ef96c645c5d8b1f4d6baff0",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 8_4_1 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) FxiOS/15.4i9814.0 Mobile/41R124 Safari/533.0",
"session_id": "08466f2b-9fc5-4f56-9ebe-323ba40fbddd",
"risk_score": 66.64,
"confidence": 0.71
}
|
148.138.143.27
|
10.227.19.111
|
ICS Attack
|
SIG-9092
|
Exploit
|
No additional info
|
OSSEC Alert: ICS Attack detected from 148.138.143.27 targeting 10.227.19.111 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7a8c3ccd-c6c4-4bd6-9110-dc735410c724
| 2030-01-05T13:03:16
|
cloud
|
Palo Alto Cortex v3.0.0
|
low
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|low| desc=Cloud permission_escalation in OCI by yvonne49 Associated Threat Actor: Lazarus Group
|
{
"geo_location": "France",
"device_hash": "15f97e805aec81ffd2d05f602cc3d19851d71024",
"user_agent": "Mozilla/5.0 (Windows NT 5.0) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/30.0.891.0 Safari/533.0",
"session_id": "d380ebdf-7e67-4dfe-989a-58758379cfb8",
"risk_score": 66.37,
"confidence": 0.05
}
| null | null | null | null | null |
Associated Threat Actor: Lazarus Group
|
Cloud permission_escalation in OCI by yvonne49 Associated Threat Actor: Lazarus Group
|
permission_escalation
| null | null |
yvonne49
| null | null | null |
{
"baseline_deviation": 2.73,
"entropy": 3.99,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-8099beec
|
145018d1-fbae-4d05-8111-051e42c7e76e
| 2025-07-09T07:57:01
|
ai
|
Snort v2.9.20
|
info
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by aalexander No additional info
|
{
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "a8b686bc98a99da915771d3d97e058a7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/5.1)",
"session_id": "58ab7934-b7df-4d8b-ae69-f60db9e896a6",
"risk_score": 32.18,
"confidence": 0.02
}
| null | null | null | null | null |
No additional info
|
AI system prompt_injection by aalexander No additional info
|
prompt_injection
| null | null |
aalexander
| null | null | null | null | null | null | null | null | null | null | null | null |
model-b04e52d1
|
0994b04a6464b9f1dd93832a83f5633e
|
a9ec5c53ec84fc1bf03c0f45b7f27a7d948a338e
| null | null |
42e8f006-5973-4d6b-aaaf-65bf2de7bcf2
| 2026-12-09T11:03:49
|
network
|
Darktrace v6.0.0
|
medium
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|medium| desc=Network disconnection from 175.50.150.162 to 203.185.10.82 No additional info noise=C38A01E1
|
{
"geo_location": "Madagascar",
"device_hash": "84efb67618d18900708f0cc03b3e6983acb2858c",
"user_agent": "Opera/9.57.(Windows NT 4.0; tg-TJ) Presto/2.9.181 Version/12.00",
"session_id": "d0fe7d0f-77a2-4845-90d2-07cc93b37db0",
"risk_score": 44.99,
"confidence": 0.09
}
|
175.50.150.162
|
203.185.10.82
| null | null | null |
No additional info
|
Network disconnection from 175.50.150.162 to 203.185.10.82 No additional info
|
disconnection
| 898,961
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
68d60d22-21e6-4dc5-9a1e-2fbabe60e1d7
| 2025-04-14T11:45:51
|
endpoint
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_start bring by danielle48 No additional info
|
{
"geo_location": "Kazakhstan",
"device_hash": "98ff3f7f466639e2a6c7bc630c3ad257c733d124",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/533.18.3 (KHTML, like Gecko) Version/5.1 Safari/533.18.3",
"session_id": "5492b0ff-8bc7-4df3-bda8-4848d3b9f34b",
"risk_score": 67.9,
"confidence": 0.64
}
| null | null | null | null | null |
No additional info
|
Endpoint process_start bring by danielle48 No additional info
|
process_start
| null | null |
danielle48
|
bring
| 4,584
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
328bb825-9af6-4502-b9b0-526602c22112
| 2025-06-18T03:05:12
|
ids_alert
|
Trellix v10.7.0
|
emergency
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|emergency| desc=Trellix Alert: Domain Fronting detected from 7.239.146.30 targeting 51.240.2.60 No additional info
|
{
"geo_location": "Ecuador",
"device_hash": "de72c8c28f83598e3b525fd6f411406c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; uk-UA) AppleWebKit/535.46.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6535.46.2",
"session_id": "909bdbee-d4a6-481d-ba92-c67b4d7bba4b",
"risk_score": 70.74,
"confidence": 0.83
}
|
7.239.146.30
|
51.240.2.60
|
Domain Fronting
|
SIG-3797
|
Malware
|
No additional info
|
Trellix Alert: Domain Fronting detected from 7.239.146.30 targeting 51.240.2.60 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
376e9cd4-0222-4f22-a2be-8a722cd55cab
| 2025-04-09T06:01:47
|
endpoint
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|medium| desc=Endpoint persistence_mechanism /guess/conference.mov by alexandra52 No additional info noise=list/search
|
{
"geo_location": "Gibraltar",
"device_hash": "7ab5c0a76743e5fe3c05de2ef7d6210defe87cb6a6c4daef595221a10326f93e",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 7_1_2 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) FxiOS/12.3h8497.0 Mobile/71M919 Safari/531.1",
"session_id": "26095610-9d23-4133-becd-b957f6c4c013",
"risk_score": 50.07,
"confidence": 0.18
}
| null | null | null | null | null |
No additional info
|
Endpoint persistence_mechanism /guess/conference.mov by alexandra52 No additional info
|
persistence_mechanism
| null | null |
alexandra52
|
/guess/conference.mov
| 8,284
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
578c80f8-7867-4486-abc6-8ad9393edecb
| 2025-02-26T08:33:33
|
iot
|
QRadar v7.5.0
|
info
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|info| desc=IoT device Camera unusual_activity No additional info
|
{
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "d44e3a7224aed57c0aaa499892b97455a0b5222bd641a7508547fb7fd7192d46",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_2_1 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) FxiOS/14.3u4089.0 Mobile/23F228 Safari/532.2",
"session_id": "26c8d5a4-803e-4cb9-bd6c-589d94783328",
"risk_score": 61.57,
"confidence": 0.47
}
| null | null | null | null | null |
No additional info
|
IoT device Camera unusual_activity No additional info
|
unusual_activity
| null | null | null | null | null | null | null |
Camera
|
iot-0c8f81b6
|
4.8
| null | null | null | null | null | null | null | null | null | null |
bdc240af-323d-45d5-a326-80b074e5aea8
| 2025-05-07T10:42:02
|
endpoint
|
FireEye HX v4.5.0
|
medium
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint service_install /food/car.docx by nmercer No additional info
|
{
"geo_location": "Seychelles",
"device_hash": "c14da03fe262aa76d16d4b794810068e6f51a2c2fabf0081cef6359a8ad57912",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; oc-FR; rv:1.9.0.20) Gecko/7651-04-14 01:51:33 Firefox/3.6.17",
"session_id": "a31b16c3-25a5-484f-94a1-581e6d8f938d",
"risk_score": 12.47,
"confidence": 0.58
}
| null | null | null | null | null |
No additional info
|
Endpoint service_install /food/car.docx by nmercer No additional info
|
service_install
| null | null |
nmercer
|
/food/car.docx
| 3,611
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
222a82b0-6814-46b9-a505-a498802f7292
| 2025-04-07T09:05:45
|
firewall
|
Palo Alto Cortex v3.0.0
|
info
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only NTP traffic from 2.199.130.61:744 to 219.166.126.208:50384 Associated Threat Actor: Conti noise=nation|according|pick
|
{
"geo_location": "Moldova",
"device_hash": "073c24f9d9484efbc7270688b303ad4d300d603d716093afed5d859407117876",
"user_agent": "Opera/8.62.(Windows CE; fi-FI) Presto/2.9.161 Version/11.00",
"session_id": "4ddf802d-571e-4c3a-b7ea-ed87eb970217",
"risk_score": 35.57,
"confidence": 0.37
}
|
2.199.130.61
|
219.166.126.208
| null | null | null |
Associated Threat Actor: Conti
|
Firewall log-only NTP traffic from 2.199.130.61:744 to 219.166.126.208:50384 Associated Threat Actor: Conti
|
log-only
| 50,256
|
NTP
| null | null | null | null | null | null | null | null | 744
| 50,384
| 1,780
| null | null | null | null | null | null | null |
5cf61fe7-53b5-47a9-9c7f-06fc8ced6cb5
| 2025-04-18T10:28:48
|
endpoint
|
AlienVault v5.7.0
|
medium
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec study by wjones No additional info
|
{
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "4b6a1afc38ab931b75e98c8fd0d3232d",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_12_3) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/24.0.865.0 Safari/534.1",
"session_id": "37d1758d-9a85-402c-8bd0-ff344799be93",
"risk_score": 51.9,
"confidence": 0.48
}
| null | null | null | null | null |
No additional info
|
Endpoint wmi_exec study by wjones No additional info
|
wmi_exec
| null | null |
wjones
|
study
| 3,870
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9230a98c-e657-4bb3-bf45-ce8133e124d2
| 2025-06-05T22:32:27
|
cloud
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|high| desc=Cloud container_escape in OCI by meyerssean MITRE Technique: T1110.003
|
{
"geo_location": "Portugal",
"device_hash": "ef0d8b7ec688e3348994a2e6e155326deb6ec174",
"user_agent": "Opera/8.36.(X11; Linux x86_64; sv-FI) Presto/2.9.173 Version/10.00",
"session_id": "59dad103-183a-4d4a-812d-1cd9ba85d43f",
"risk_score": 63.88,
"confidence": 0.03
}
| null | null | null | null | null |
MITRE Technique: T1110.003
|
Cloud container_escape in OCI by meyerssean MITRE Technique: T1110.003
|
container_escape
| null | null |
meyerssean
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-b1195357
|
deef3fb1-1d81-4b90-a702-35867ac5fdee
| 2025-06-16T10:38:17
|
network
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|low| desc=Network disconnection from 183.255.142.245 to 219.134.65.182 No additional info
|
{
"geo_location": "Jersey",
"device_hash": "312ea780919bda67639c878d367c77a2aa2850d5ef64dcb51925b4eba17b1dfc",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_5; rv:1.9.6.20) Gecko/2762-06-09 22:11:59 Firefox/3.6.14",
"session_id": "3933b0e5-a6d0-4ba9-96d8-e401f4093419",
"risk_score": 85.22,
"confidence": 0.73
}
|
183.255.142.245
|
219.134.65.182
| null | null | null |
No additional info
|
Network disconnection from 183.255.142.245 to 219.134.65.182 No additional info
|
disconnection
| 789,319
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a8f6c16e-240f-4011-9da5-5eb783833559
| 2025-04-24T16:14:56
|
cloud
|
CrowdStrike v6.45.0
|
critical
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|critical| desc=Cloud permission_escalation in AWS by mccallnicholas No additional info
|
{
"geo_location": "Hong Kong",
"device_hash": "536a83fe9db51ce2e831bcf5dcaf2b92dbca15fb",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/535.25.5 (KHTML, like Gecko) Version/4.0.4 Safari/535.25.5",
"session_id": "f52930b2-2de3-48db-98c3-60e138d5ef0c",
"risk_score": 46.33,
"confidence": 0.1
}
| null | null | null | null | null |
No additional info
|
Cloud permission_escalation in AWS by mccallnicholas No additional info
|
permission_escalation
| null | null |
mccallnicholas
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-4bd6d883
|
4a497712-d7a1-4253-a7a0-b655286f3716
| 2025-03-21T04:57:24
|
firewall
|
OSSEC v3.7.0
|
low
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine SSH traffic from 9.126.50.246:299 to 76.68.37.27:850 Geo anomaly: Impossible travel detected noise=laugh|high|likely
|
{
"geo_location": "Japan",
"device_hash": "b7629d81ed7f7c9743780c0e7795bbae055104066e1336721e85fa4046f74cc3",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_1 rv:2.0; uz-UZ) AppleWebKit/533.35.4 (KHTML, like Gecko) Version/4.0 Safari/533.35.4",
"session_id": "bdea935d-0233-4873-b411-49dc1af74c37",
"risk_score": 65.48,
"confidence": 0.14
}
|
9.126.50.246
|
76.68.37.27
| null | null | null |
Geo anomaly: Impossible travel detected
|
Firewall quarantine SSH traffic from 9.126.50.246:299 to 76.68.37.27:850 Geo anomaly: Impossible travel detected
|
quarantine
| 582,749
|
SSH
| null | null | null | null | null | null | null | null | 299
| 850
| 1,529
| null | null | null | null | null | null | null |
d83360fa-99f4-47ed-abf1-67fbb86d1e00
| 2025-01-12T23:20:36
|
iot
|
QRadar v7.5.0
|
medium
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Thermostat physical_tamper Associated Threat Actor: Lazarus Group
|
{
"geo_location": "Portugal",
"device_hash": "9390482abf944117c2c37449db26fc62ac2da4cf",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/7313-06-24 13:05:22 Firefox/3.6.17",
"session_id": "fe22d326-5b73-4c8a-ae2e-1da6a8779b9f",
"risk_score": 55.34,
"confidence": 0.02
}
| null | null | null | null | null |
Associated Threat Actor: Lazarus Group
|
IoT device Thermostat physical_tamper Associated Threat Actor: Lazarus Group
|
physical_tamper
| null | null | null | null | null | null |
{
"baseline_deviation": 1.53,
"entropy": 4.78,
"frequency_anomaly": true,
"sequence_anomaly": false
}
|
Thermostat
|
iot-796752d6
|
9.9
| null | null | null | null | null | null | null | null | null | null |
61e43aa3-750d-48dd-bb18-33e79cb2f737
| 2025-05-13T18:54:47
|
iot
|
Splunk v9.0.2
|
high
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|high| desc=IoT device Thermostat unusual_activity No additional info
|
{
"geo_location": "Belize",
"device_hash": "b8e67567d37a559952e75b435e1d2a7a8c491f04",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_2; rv:1.9.2.20) Gecko/6878-01-29 18:22:54 Firefox/10.0",
"session_id": "81ea495c-bd1b-4f7c-8fb0-9903d8852640",
"risk_score": 48.86,
"confidence": 0.03
}
| null | null | null | null | null |
No additional info
|
IoT device Thermostat unusual_activity No additional info
|
unusual_activity
| null | null | null | null | null | null | null |
Thermostat
|
iot-5113ab0f
|
6.9
| null | null | null | null | null | null | null | null | null | null |
6dcf2eaf-5983-4efa-92c4-1bb377f0c3da
| 2025-06-21T04:34:31
|
network
|
QRadar v7.5.0
|
info
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|info| desc=Network covert_channel from 32.66.24.240 to 122.200.75.48 No additional info
|
{
"geo_location": "Philippines",
"device_hash": "dd9b21ca6f0bb8d751f52428bb777a6ce5e3d569",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_9; rv:1.9.6.20) Gecko/5084-04-24 18:07:19 Firefox/3.8",
"session_id": "e350e852-3730-4b11-a646-c10e26b0d060",
"risk_score": 24.53,
"confidence": 0.23
}
|
32.66.24.240
|
122.200.75.48
| null | null | null |
No additional info
|
Network covert_channel from 32.66.24.240 to 122.200.75.48 No additional info
|
covert_channel
| 27,185
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b269cef5-10a7-41dc-ab49-dd6d7075b5e3
| 2025-07-03T18:07:13
|
iot
|
Palo Alto Cortex v3.0.0
|
low
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor firmware_update Associated Threat Actor: Scattered Spider
|
{
"geo_location": "Luxembourg",
"device_hash": "d38a9dcbc08b37bd2ebfe935e814aa295d333540f87644046d221c24ddaca61a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/5.1)",
"session_id": "beb46e6c-235b-42d6-aff3-5a6c18b0f115",
"risk_score": 70.39,
"confidence": 0.65
}
| null | null | null | null | null |
Associated Threat Actor: Scattered Spider
|
IoT device Sensor firmware_update Associated Threat Actor: Scattered Spider
|
firmware_update
| null | null | null | null | null | null | null |
Sensor
|
iot-e30a5ddf
|
5.0
| null | null | null | null | null | null | null | null | null | null |
7921fad8-83ec-4ddf-94a9-291eae1118f9
| 2025-05-11T01:37:12
|
auth
|
CrowdStrike v6.45.0
|
high
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|high| desc=Auth locked for christophercampbell via password from 80.25.46.79 No additional info
|
{
"geo_location": "Mozambique",
"device_hash": "b6564273a9ebf94f8ae562fd66151f1a4418f732",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/4.0)",
"session_id": "2d9e5b6d-2273-46fe-9012-1e4fb1060ffb",
"risk_score": 47.17,
"confidence": 0.1
}
|
80.25.46.79
| null | null | null | null |
No additional info
|
Auth locked for christophercampbell via password from 80.25.46.79 No additional info
|
locked
| null | null |
christophercampbell
| null | null | null | null | null | null | null | null | null | null |
password
|
4e:77:e9:ee:6d:b0
| null | null | null | null | null |
178278f1-7d3d-4c25-a71c-eb0576d5dead
| 2025-01-17T02:06:53
|
network
|
Trellix v10.7.0
|
critical
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 10.199.155.84 to 9.141.116.12 MITRE Technique: T1204.002
|
{
"geo_location": "Tokelau",
"device_hash": "3321ed46a0560b9b3b5e834ae09099a2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/5.0)",
"session_id": "b901ea49-db75-49a8-8ee6-6e2d1bb79efd",
"risk_score": 48.82,
"confidence": 0.96
}
|
10.199.155.84
|
9.141.116.12
| null | null | null |
MITRE Technique: T1204.002
|
Network bandwidth_usage from 10.199.155.84 to 9.141.116.12 MITRE Technique: T1204.002
|
bandwidth_usage
| 36,513
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6927c42d-65bc-4e18-9538-7170e53dd7f9
| 2025-02-04T17:42:49
|
cloud
|
QRadar v7.5.0
|
info
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|info| desc=Cloud permission_escalation in Alibaba by brandon74 No additional info
|
{
"geo_location": "United Kingdom",
"device_hash": "03dd7e5f3550ff2553cfc22bd780a3118f93b33c1afe6b85910ec67c1ba9fcef",
"user_agent": "Opera/9.13.(Windows NT 5.0; mk-MK) Presto/2.9.171 Version/11.00",
"session_id": "9a4bfb73-9f50-4ed3-82a5-7a14cab0790a",
"risk_score": 26.56,
"confidence": 0.85
}
| null | null | null | null | null |
No additional info
|
Cloud permission_escalation in Alibaba by brandon74 No additional info
|
permission_escalation
| null | null |
brandon74
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-746b28dd
|
254dd060-324a-4bdf-ad81-80757656e4e7
| 2025-05-17T02:37:11
|
ids_alert
|
Microsoft Sentinel v1.0.0
|
emergency
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Microsoft Sentinel Alert: Supply Chain Compromise detected from 10.70.174.224 targeting N/A MITRE Technique: T1053.005 | Associated Threat Actor: Leafminer noise=black|woman|world
|
{
"geo_location": "Portugal",
"device_hash": "461e7fa70463ad2f1c76617bec71502d",
"user_agent": "Mozilla/5.0 (Windows 95; hne-IN; rv:1.9.2.20) Gecko/8175-07-17 22:16:10 Firefox/3.8",
"session_id": "7c024779-a4b5-412d-8ec1-785ea6a34b11",
"risk_score": 70.71,
"confidence": 0.39
}
|
10.70.174.224
|
N/A
|
Supply Chain Compromise
|
SIG-5047
|
Exploit
|
MITRE Technique: T1053.005 | Associated Threat Actor: Leafminer
|
Microsoft Sentinel Alert: Supply Chain Compromise detected from 10.70.174.224 targeting N/A MITRE Technique: T1053.005 | Associated Threat Actor: Leafminer
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
90211f23-207f-4961-9c3d-56f55470acb9
| 2025-01-18T17:02:19
|
endpoint
|
OSSEC v3.7.0
|
critical
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint service_install true by tinaellis MITRE Technique: T1134.001 | Associated Threat Actor: Cobalt Group
|
{
"geo_location": "Spain",
"device_hash": "ab972d33c4f6558df33fb2df5f21235d7e754f89",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/3458-04-03 04:39:32 Firefox/14.0",
"session_id": "188d0209-5f45-47bf-a873-c1a611d26dc2",
"risk_score": 54.18,
"confidence": 0.18
}
| null | null | null | null | null |
MITRE Technique: T1134.001 | Associated Threat Actor: Cobalt Group
|
Endpoint service_install true by tinaellis MITRE Technique: T1134.001 | Associated Threat Actor: Cobalt Group
|
service_install
| null | null |
tinaellis
|
true
| 927
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bd656322-267f-4566-b077-163ee9b3e27e
| 2025-01-28T13:56:11
|
cloud
|
OSSEC v3.7.0
|
medium
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud crypto_mining in OCI by christophertaylor No additional info noise=UGVyaGFwcy4=
|
{
"geo_location": "Belarus",
"device_hash": "26b7594b8d0f77c49f5556e989ceec248ac15dd86817e06c9e017b5d0739f1d3",
"user_agent": "Opera/8.86.(Windows CE; km-KH) Presto/2.9.190 Version/11.00",
"session_id": "c6354dfd-4b0c-426d-8355-c185c0185fae",
"risk_score": 75.35,
"confidence": 0.22
}
| null | null | null | null | null |
No additional info
|
Cloud crypto_mining in OCI by christophertaylor No additional info
|
crypto_mining
| null | null |
christophertaylor
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-4209e04e
|
f03339c6-a1d0-4ec2-924f-f36babaf5293
| 2029-07-22T23:57:29
|
iot
|
AlienVault v5.7.0
|
high
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|high| desc=IoT device Medical side_channel MITRE Technique: T1110.003 noise=EEC1CE31
|
{
"geo_location": "Guinea-Bissau",
"device_hash": "fa914d8d5bab2c7bff3013cd0e346245d01675e9a3dc98fe323f7c79606327db",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90; lt-LT; rv:1.9.2.20) Gecko/7105-08-29 10:49:02 Firefox/3.8",
"session_id": "313e0252-a128-4f1f-9255-dace875caf88",
"risk_score": 7.45,
"confidence": 0.22
}
| null | null | null | null | null |
MITRE Technique: T1110.003
|
IoT device Medical side_channel MITRE Technique: T1110.003
|
side_channel
| null | null | null | null | null | null | null |
Medical
|
iot-bf6ff3a8
|
2.6
| null | null | null | null | null | null | null | null | null | null |
dab6a314-ee96-4346-a7b2-86861086d526
| 2025-04-03T07:53:25
|
network
|
Vectra AI v5.0.0
|
medium
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 91.49.33.103 to 100.193.60.216 No additional info
|
{
"geo_location": "France",
"device_hash": "94715f1aa147c8128787771b84a9a9f8",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/46.0.869.0 Safari/536.2",
"session_id": "c0e2fe01-69ca-45a2-9804-96af349eb3c1",
"risk_score": 55.02,
"confidence": 0.78
}
|
91.49.33.103
|
100.193.60.216
| null | null | null |
No additional info
|
Network bandwidth_usage from 91.49.33.103 to 100.193.60.216 No additional info
|
bandwidth_usage
| 944,660
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ac23d4c3-2de0-4c0b-bd55-1517aa81a4d4
| 2025-06-15T12:27:38
|
ids_alert
|
CrowdStrike v6.45.0
|
emergency
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|emergency| desc=CrowdStrike Alert: Brute Force detected from 188.126.193.42 targeting 164.123.90.155 No additional info
|
{
"geo_location": "Iran",
"device_hash": "91ac397f00e0f16b0121880d8a6f22b434d3c051d56c568cc7104cd1770fb19e",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_5 rv:3.0; mn-MN) AppleWebKit/535.9.1 (KHTML, like Gecko) Version/5.0 Safari/535.9.1",
"session_id": "ec736bf4-4c7f-4966-bc87-78dafdcdfdd3",
"risk_score": 30.07,
"confidence": 0.76
}
|
188.126.193.42
|
164.123.90.155
|
Brute Force
|
SIG-3083
|
Malware
|
No additional info
|
CrowdStrike Alert: Brute Force detected from 188.126.193.42 targeting 164.123.90.155 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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