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 | user
stringlengths 3
22
⌀ | action
stringclasses 55
values | object
stringlengths 1
32
⌀ | process_id
int64 100
10k
⌀ | parent_process
stringclasses 4
values | additional_info
stringlengths 18
148
| description
stringlengths 45
225
| behavioral_analytics
dict | device_type
stringclasses 5
values | device_id
stringlengths 12
12
⌀ | firmware_version
stringclasses 100
values | src_ip
stringlengths 8
15
⌀ | dst_ip
stringlengths 3
15
⌀ | alert_type
stringclasses 17
values | signature_id
stringlengths 8
8
⌀ | category
stringclasses 5
values | cloud_service
stringclasses 5
values | resource_id
stringlengths 12
12
⌀ | model_id
stringlengths 14
14
⌀ | input_hash
stringlengths 32
64
⌀ | output_hash
stringlengths 32
64
⌀ | src_port
int64 1
65.5k
⌀ | dst_port
int64 1
65.5k
⌀ | protocol
stringclasses 10
values | bytes
int64 105
1,000k
⌀ | duration
int64 1
3.6k
⌀ | method
stringclasses 7
values | mac_address
stringlengths 17
17
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
58d32fc7-dd6a-4b90-ad38-75389074ae0c
| 2025-05-31T11:50:11
|
ai
|
LogRhythm v7.5.0
|
critical
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by randy77 No additional info noise=discussion|food|effect
|
{
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "6b1048832943b9230f9bdf50fc6902c7d36e26f0",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; tig-ER) AppleWebKit/532.41.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6532.41.4",
"session_id": "c58a506f-4572-4f86-b3f9-7abfa319dafb",
"risk_score": 72.6,
"confidence": 0.72
}
|
randy77
|
fine_tuning
| null | null | null |
No additional info
|
AI system fine_tuning by randy77 No additional info
| null | null | null | null | null | null | null | null | null | null | null |
model-6cf40660
|
42abf536d34586f3643afb02622a74ec
|
14e73c9d22cd64091823bbd013ba12e6b3ed53ae
| null | null | null | null | null | null | null |
1285e27a-388d-466f-b0be-950e6165eea5
| 2025-01-13T10:16:12
|
ids_alert
|
Wazuh v4.5.0
|
emergency
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|emergency| desc=Wazuh Alert: SQL Injection detected from 126.165.251.104 targeting N/A No additional info
|
{
"geo_location": "Belgium",
"device_hash": "6898d4179a70e935013525060c78606c190fe7f9257d361ed529a03d9dfc844d",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_2 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) FxiOS/11.4k0079.0 Mobile/75L294 Safari/531.2",
"session_id": "9de9c02d-2973-4b3c-9f4f-007324df93b3",
"risk_score": 46.69,
"confidence": 0.65
}
| null | null | null | null | null |
No additional info
|
Wazuh Alert: SQL Injection detected from 126.165.251.104 targeting N/A No additional info
| null | null | null | null |
126.165.251.104
|
N/A
|
SQL Injection
|
SIG-9543
|
Recon
| null | null | null | null | null | null | null | null | null | null | null | null |
424f44d2-1b49-4417-9c61-bee29630a04a
| 2025-04-12T07:44:24
|
network
|
Carbon Black v7.8.0
|
critical
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|critical| desc=Network latency_spike from 211.58.72.191 to 156.239.50.138 No additional info
|
{
"geo_location": "Tanzania",
"device_hash": "0ff644bc5b74ef93187efeaab35948fc",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_5 rv:6.0; km-KH) AppleWebKit/533.49.7 (KHTML, like Gecko) Version/5.0.3 Safari/533.49.7",
"session_id": "518dc38a-3a50-4321-91a9-fd1add866966",
"risk_score": 19.68,
"confidence": 0.7
}
| null |
latency_spike
| null | null | null |
No additional info
|
Network latency_spike from 211.58.72.191 to 156.239.50.138 No additional info
| null | null | null | null |
211.58.72.191
|
156.239.50.138
| null | null | null | null | null | null | null | null | null | null |
ICMP
| 766,283
| null | null | null |
43159150-66b8-494d-be47-6f7e4c61c2f5
| 2025-05-23T10:34:32
|
endpoint
|
Zeek v5.0.0
|
low
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection /baby/system.wav by walshjoshua Associated Threat Actor: Inception Framework
|
{
"geo_location": "Colombia",
"device_hash": "c475e0446c597f38d69dfaeb870ff99cee278972",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/5.1)",
"session_id": "2623b30d-1240-4c75-a6e4-92ea2f492e0a",
"risk_score": 59.91,
"confidence": 0.38
}
|
walshjoshua
|
memory_injection
|
/baby/system.wav
| 1,087
|
cmd.exe
|
Associated Threat Actor: Inception Framework
|
Endpoint memory_injection /baby/system.wav by walshjoshua Associated Threat Actor: Inception Framework
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e42ee677-b190-4a7c-92b1-9f894fc125ef
| 2025-02-22T04:11:29
|
cloud
|
Vectra AI v5.0.0
|
medium
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud storage_access in OCI by arnoldjulie Associated Threat Actor: Lazarus Group noise=1C8B20F6
|
{
"geo_location": "Ghana",
"device_hash": "31679049e6983feab0e5e7b7751344de",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/533.44.3 (KHTML, like Gecko) Version/5.0 Safari/533.44.3",
"session_id": "993a41ec-f9aa-4647-8b5a-ab6125a5afc7",
"risk_score": 17.35,
"confidence": 0.07
}
|
arnoldjulie
|
storage_access
| null | null | null |
Associated Threat Actor: Lazarus Group
|
Cloud storage_access in OCI by arnoldjulie Associated Threat Actor: Lazarus Group
| null | null | null | null | null | null | null | null | null |
OCI
|
res-ebc3a484
| null | null | null | null | null | null | null | null | null | null |
bc38bd9e-5553-444e-88fb-0ed924908f69
| 2025-04-26T07:49:01
|
cloud
|
ArcSight v7.4.0
|
medium
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|medium| desc=Cloud storage_access in AWS by hvelazquez No additional info
|
{
"geo_location": "Portugal",
"device_hash": "18ee2a1e7fdef123d1bf56f352e433f4867dc424",
"user_agent": "Opera/8.96.(X11; Linux i686; nb-NO) Presto/2.9.186 Version/11.00",
"session_id": "0a4fa365-6665-495c-9651-8506e6b04cb1",
"risk_score": 41.08,
"confidence": 0.27
}
|
hvelazquez
|
storage_access
| null | null | null |
No additional info
|
Cloud storage_access in AWS by hvelazquez No additional info
| null | null | null | null | null | null | null | null | null |
AWS
|
res-32838e28
| null | null | null | null | null | null | null | null | null | null |
fb02e53e-3885-48f2-9bff-7f0270668c11
| 2025-01-24T15:12:14
|
iot
|
AlienVault v5.7.0
|
low
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC battery_drain MITRE Technique: T1053.005
|
{
"geo_location": "Qatar",
"device_hash": "7b0d2bf2d31dc301c07671eee7f89068",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.0; Trident/3.0)",
"session_id": "a0e68705-eec8-4cee-91df-c47e0e1a482a",
"risk_score": 59.77,
"confidence": 0.38
}
| null |
battery_drain
| null | null | null |
MITRE Technique: T1053.005
|
IoT device HVAC battery_drain MITRE Technique: T1053.005
| null |
HVAC
|
iot-a7120d2f
|
3.9
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f79fc549-581a-4a0f-ad57-8f3329f6bd55
| 2025-07-04T15:55:15
|
endpoint
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint driver_load authority by johnsonmark Unconventional IOC: UEFI variable tampering
|
{
"geo_location": "Russia",
"device_hash": "5def8cdab686eb6b5b098bb06f5d039996d67b8353c8e561ddb6acd2dcc27074",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; tt-RU) AppleWebKit/533.26.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6533.26.5",
"session_id": "aa21a94e-e40e-4231-9063-1199bd262845",
"risk_score": 64.89,
"confidence": 0.85
}
|
johnsonmark
|
driver_load
|
authority
| 4,702
|
svchost.exe
|
Unconventional IOC: UEFI variable tampering
|
Endpoint driver_load authority by johnsonmark Unconventional IOC: UEFI variable tampering
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9b8301f2-221d-4459-8729-6acfe2ea7cec
| 2025-07-06T17:02:38
|
iot
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|medium| desc=IoT device HVAC protocol_violation No additional info
|
{
"geo_location": "Aruba",
"device_hash": "a15f63b7ce9e9afb53ca7809bd325962",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/44.0.892.0 Safari/536.1",
"session_id": "c275991b-1a3c-42ed-98f4-25eb021905d5",
"risk_score": 26.13,
"confidence": 0.56
}
| null |
protocol_violation
| null | null | null |
No additional info
|
IoT device HVAC protocol_violation No additional info
| null |
HVAC
|
iot-7e01e154
|
4.9
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
405b3ffb-92c9-4e78-aad5-6a3c1a964ca1
| 2025-01-17T04:42:26
|
endpoint
|
Palo Alto Cortex v3.0.0
|
medium
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_start question by whitney60 No additional info
|
{
"geo_location": "Mongolia",
"device_hash": "820e5b67c62006618a99ea6f8a8097d477bb44ced51ac0bb806906fea9125a70",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_2 like Mac OS X) AppleWebKit/533.1 (KHTML, like Gecko) CriOS/18.0.843.0 Mobile/69A208 Safari/533.1",
"session_id": "33ae3102-c4ed-4e53-80f2-58669a299840",
"risk_score": 28.16,
"confidence": 0.51
}
|
whitney60
|
process_start
|
question
| 5,665
|
powershell.exe
|
No additional info
|
Endpoint process_start question by whitney60 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a06f306c-4c7a-4a9f-9c93-29e5c5b30533
| 2025-06-11T15:42:39
|
ai
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by jamie46 No additional info
|
{
"geo_location": "Japan",
"device_hash": "a27c7173b774f52b36e04cbfd35c9a7c",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_5_7 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) CriOS/60.0.853.0 Mobile/59Y441 Safari/533.2",
"session_id": "73f3d891-5d85-41c5-be09-d9b3c9abc8fc",
"risk_score": 66.54,
"confidence": 0.53
}
|
jamie46
|
prompt_injection
| null | null | null |
No additional info
|
AI system prompt_injection by jamie46 No additional info
| null | null | null | null | null | null | null | null | null | null | null |
model-2ccff592
|
3766dfbb8d29500169653dc87f164e5590da58bd62e7dceb9f4520b4576416c3
|
22eedff16f480f63099180d741a1210a
| null | null | null | null | null | null | null |
163f5df7-eb45-4850-a20f-cc8338c9d00f
| 2025-01-24T03:47:28
|
network
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|medium| desc=Network connection from 119.51.6.154 to 134.81.71.204 MITRE Technique: T1574.002
|
{
"geo_location": "Nepal",
"device_hash": "dd7eb172a1753bb559215992982c0e57260abaca3ea032e52509d0db86629f33",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Win 9x 4.90; Trident/4.1)",
"session_id": "d70fff91-f9e1-4787-9d02-fc974ffc38ed",
"risk_score": 75.27,
"confidence": 0.29
}
| null |
connection
| null | null | null |
MITRE Technique: T1574.002
|
Network connection from 119.51.6.154 to 134.81.71.204 MITRE Technique: T1574.002
| null | null | null | null |
119.51.6.154
|
134.81.71.204
| null | null | null | null | null | null | null | null | null | null |
UDP
| 479,887
| null | null | null |
43d5228e-8a8e-443c-b238-2103ee69bc00
| 2025-06-18T03:44:14
|
cloud
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in GCP by alexjenkins No additional info
|
{
"geo_location": "Ghana",
"device_hash": "fafdf448f924212429110e2e11698172396a0fd3ac415df9849e2aed929e07b6",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 4_2_1 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) FxiOS/18.9u1700.0 Mobile/06V985 Safari/536.1",
"session_id": "f6ce3990-e12b-44cf-a0cb-db165de1991e",
"risk_score": 37.59,
"confidence": 0.75
}
|
alexjenkins
|
instance_creation
| null | null | null |
No additional info
|
Cloud instance_creation in GCP by alexjenkins No additional info
|
{
"baseline_deviation": 2.13,
"entropy": 7.92,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null |
GCP
|
res-c628dcf3
| null | null | null | null | null | null | null | null | null | null |
4cf45505-621d-43f5-b580-4c3f5d2c2fba
| 2025-06-16T16:03:42
|
iot
|
QRadar v7.5.0
|
medium
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC unusual_activity No additional info
|
{
"geo_location": "Suriname",
"device_hash": "fdb3f6caee8ef8ee011b902583901dda112d40b2",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90; bs-BA; rv:1.9.0.20) Gecko/6448-06-23 08:13:12 Firefox/3.6.5",
"session_id": "244fc94f-d0b7-4405-84bf-045e710e9ac1",
"risk_score": 49.85,
"confidence": 0.46
}
| null |
unusual_activity
| null | null | null |
No additional info
|
IoT device HVAC unusual_activity No additional info
| null |
HVAC
|
iot-0eb963db
|
7.9
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c8504454-bc27-40ef-b7b9-28d9e942188e
| 2025-05-08T14:18:36
|
iot
|
OSSEC v3.7.0
|
critical
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor side_channel MITRE Technique: T1053.005
|
{
"geo_location": "Sudan",
"device_hash": "4c4c4b80ade424f61c665ddcabfdc0f883266176",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; hak-TW) AppleWebKit/535.34.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6535.34.6",
"session_id": "a0bcb10e-57ff-4677-a870-c8a9085401d9",
"risk_score": 36.33,
"confidence": 0.14
}
| null |
side_channel
| null | null | null |
MITRE Technique: T1053.005
|
IoT device Sensor side_channel MITRE Technique: T1053.005
| null |
Sensor
|
iot-a4ef704b
|
10.7
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0603bc8d-bc25-4b77-b8d5-696a57e46ead
| 2028-01-07T11:32:56
|
firewall
|
Palo Alto Cortex v3.0.0
|
high
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|high| desc=Firewall drop DNS traffic from 159.144.155.201:933 to 107.206.88.198:21280 MITRE Technique: T1204.002
|
{
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "f7c35bd2096db198f43719a4f06f0e9847097003",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_3; rv:1.9.4.20) Gecko/2136-03-27 15:45:41 Firefox/3.8",
"session_id": "5500d7c4-e37a-45fd-a06b-c6c340e560cb",
"risk_score": 52.85,
"confidence": 0.18
}
| null |
drop
| null | null | null |
MITRE Technique: T1204.002
|
Firewall drop DNS traffic from 159.144.155.201:933 to 107.206.88.198:21280 MITRE Technique: T1204.002
| null | null | null | null |
159.144.155.201
|
107.206.88.198
| null | null | null | null | null | null | null | null | 933
| 21,280
|
DNS
| 748,907
| 2,969
| null | null |
3115c4d8-e077-404a-b1fc-9154e754f3a8
| 2025-06-30T13:50:00
|
firewall
|
LogRhythm v7.5.0
|
critical
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow RDP traffic from 5.28.58.73:604 to 121.31.201.158:417 No additional info
|
{
"geo_location": "Palestinian Territory",
"device_hash": "5cb45e99eebe7b773ca092a6bff255aa18f8d9d1",
"user_agent": "Opera/8.42.(Windows NT 5.2; lg-UG) Presto/2.9.161 Version/11.00",
"session_id": "3a93fc35-e148-4360-b0e1-024d8bb86e5b",
"risk_score": 86.8,
"confidence": 0.46
}
| null |
allow
| null | null | null |
No additional info
|
Firewall allow RDP traffic from 5.28.58.73:604 to 121.31.201.158:417 No additional info
| null | null | null | null |
5.28.58.73
|
121.31.201.158
| null | null | null | null | null | null | null | null | 604
| 417
|
RDP
| 656,035
| 2,716
| null | null |
ff16b0b0-709c-4ef3-a33a-3d3c3da6e0b3
| 2025-04-10T04:22:12
|
ai
|
QRadar v7.5.0
|
high
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|high| desc=AI system membership_inference by dchan No additional info noise=tag
|
{
"geo_location": "Samoa",
"device_hash": "95b516f904830c98416adb4dc0d7cad0c4bbf189",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.01; Trident/4.0)",
"session_id": "e2fb2f07-0ebe-4dfd-8e64-b12631f038cc",
"risk_score": 75.77,
"confidence": 0.24
}
|
dchan
|
membership_inference
| null | null | null |
No additional info
|
AI system membership_inference by dchan No additional info
| null | null | null | null | null | null | null | null | null | null | null |
model-113d52b8
|
805dfaa30f6fc9c11400e32231084c3cd3462d7197f94e724ed0685a33eeffab
|
fc9429b18ea77007fce9c90db4a67395
| null | null | null | null | null | null | null |
1f737548-a7aa-42c2-a7e0-207fbff38e7f
| 2025-03-26T16:11:52
|
endpoint
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection /treat/however.txt by prangel No additional info
|
{
"geo_location": "Russian Federation",
"device_hash": "f6b7d10ed3d1f25efb7106c34004f94ea2534afa",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_3 rv:4.0; crh-UA) AppleWebKit/534.41.4 (KHTML, like Gecko) Version/4.1 Safari/534.41.4",
"session_id": "1a530562-b6df-42c5-9b1f-51349f0b117b",
"risk_score": 82.77,
"confidence": 0.42
}
|
prangel
|
memory_injection
|
/treat/however.txt
| 2,543
|
svchost.exe
|
No additional info
|
Endpoint memory_injection /treat/however.txt by prangel No additional info
|
{
"baseline_deviation": 0.88,
"entropy": 3.93,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1b2f8583-7c60-4174-929e-9edd2903641b
| 2025-06-25T15:11:53
|
ids_alert
|
AlienVault v5.7.0
|
emergency
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|emergency| desc=AlienVault Alert: MFA Bypass detected from 180.115.36.151 targeting 100.16.27.86 No additional info
|
{
"geo_location": "Tuvalu",
"device_hash": "60138b5253e79405ba09dbda913e180f428e9ee6",
"user_agent": "Mozilla/5.0 (Windows NT 4.0) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/57.0.833.0 Safari/535.0",
"session_id": "f81e6906-72a5-4fd4-b197-273ae39debe7",
"risk_score": 24.54,
"confidence": 0.13
}
| null | null | null | null | null |
No additional info
|
AlienVault Alert: MFA Bypass detected from 180.115.36.151 targeting 100.16.27.86 No additional info
| null | null | null | null |
180.115.36.151
|
100.16.27.86
|
MFA Bypass
|
SIG-6432
|
Policy
| null | null | null | null | null | null | null | null | null | null | null | null |
fcb12a4c-375e-4f80-a17e-deca89b78a1a
| 2025-01-23T17:38:45
|
endpoint
|
Suricata v6.0.10
|
info
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|info| desc=Endpoint registry_change address by kevinwalsh MITRE Technique: T1486
|
{
"geo_location": "Iceland",
"device_hash": "30e6b142769dc6160a3b0d31e0904aa6",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_0 rv:5.0; fa-IR) AppleWebKit/532.5.2 (KHTML, like Gecko) Version/4.0.4 Safari/532.5.2",
"session_id": "262db368-a82e-4b3a-a097-e6019e35396b",
"risk_score": 40.09,
"confidence": 0.66
}
|
kevinwalsh
|
registry_change
|
address
| 5,921
|
cmd.exe
|
MITRE Technique: T1486
|
Endpoint registry_change address by kevinwalsh MITRE Technique: T1486
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e3dc6e04-54b2-4443-b1ec-c6d2d0fbf796
| 2025-02-20T10:45:13
|
endpoint
|
Palo Alto Cortex v3.0.0
|
low
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint powershell_exec she by jrobinson MITRE Technique: T1059.005 noise=RGVlcC4=
|
{
"geo_location": "Lebanon",
"device_hash": "2ab42b91d7cf7451b01d8c63f8521e378a41a45d3921cd0ca5ab1d188002dfdf",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4_1 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) CriOS/59.0.846.0 Mobile/73L695 Safari/532.0",
"session_id": "978ec64b-d8ba-424d-abb4-e8f3a406cb64",
"risk_score": 54.5,
"confidence": 0.22
}
|
jrobinson
|
powershell_exec
|
she
| 9,869
|
explorer.exe
|
MITRE Technique: T1059.005
|
Endpoint powershell_exec she by jrobinson MITRE Technique: T1059.005
|
{
"baseline_deviation": 0.82,
"entropy": 2.81,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
828775cc-71ca-46c2-bbb4-7efb41a45190
| 2025-05-18T15:26:42
|
iot
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|high| desc=IoT device Medical command_injection No additional info
|
{
"geo_location": "Somalia",
"device_hash": "798d1237eec4598fd8f17e46e322c9c0372dcd50",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_8; rv:1.9.2.20) Gecko/7052-10-28 02:45:37 Firefox/3.8",
"session_id": "7b58b606-7443-48cd-830b-87cd7e7bba8d",
"risk_score": 66.34,
"confidence": 0.73
}
| null |
command_injection
| null | null | null |
No additional info
|
IoT device Medical command_injection No additional info
| null |
Medical
|
iot-f0889146
|
1.9
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
49f229ab-b4f7-4935-b5bd-6a2887d8653e
| 2025-05-28T06:22:13
|
network
|
Carbon Black v7.8.0
|
low
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|low| desc=Network beaconing from 78.234.82.211 to 3.178.165.27 No additional info
|
{
"geo_location": "Iran",
"device_hash": "24126a3b8c69676050fc560014f591ae",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/3.1)",
"session_id": "13479073-4691-4ce0-98fb-11513f26e355",
"risk_score": 35.62,
"confidence": 0.06
}
| null |
beaconing
| null | null | null |
No additional info
|
Network beaconing from 78.234.82.211 to 3.178.165.27 No additional info
| null | null | null | null |
78.234.82.211
|
3.178.165.27
| null | null | null | null | null | null | null | null | null | null |
ICMP
| 318,367
| null | null | null |
82c64d87-9b4e-4315-8afa-bdfd1df75789
| 2025-06-21T14:00:44
|
firewall
|
Splunk v9.0.2
|
low
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|low| desc=Firewall drop UDP traffic from 220.37.113.135:228 to 158.219.247.36:29155 No additional info
|
{
"geo_location": "North Macedonia",
"device_hash": "c6398e7da46d1ec5907ac5dca7dc0b4f3d9a5527",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_8 rv:4.0; ku-TR) AppleWebKit/532.28.5 (KHTML, like Gecko) Version/5.0.4 Safari/532.28.5",
"session_id": "d95e2f2c-4952-4ecc-95c0-7e4a7340a755",
"risk_score": 58.17,
"confidence": 0.86
}
| null |
drop
| null | null | null |
No additional info
|
Firewall drop UDP traffic from 220.37.113.135:228 to 158.219.247.36:29155 No additional info
| null | null | null | null |
220.37.113.135
|
158.219.247.36
| null | null | null | null | null | null | null | null | 228
| 29,155
|
UDP
| 463,949
| 1,565
| null | null |
2cc4adcd-b513-4879-83f1-d20f8b00b12b
| 2028-05-07T08:33:40
|
endpoint
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|high| desc=Endpoint service_install enjoy by jamesmendez MITRE Technique: T1110.003
|
{
"geo_location": "Sao Tome and Principe",
"device_hash": "09b43db657cb4d96877aea87b675d1843070512d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/5.1)",
"session_id": "5445dd08-d2ad-463c-b311-c0d83f747221",
"risk_score": 43.93,
"confidence": 0.62
}
|
jamesmendez
|
service_install
|
enjoy
| 9,611
|
svchost.exe
|
MITRE Technique: T1110.003
|
Endpoint service_install enjoy by jamesmendez MITRE Technique: T1110.003
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5da94ccf-cb1f-4ec4-a73c-f5b30747af34
| 2025-06-26T19:32:09
|
iot
|
Carbon Black v7.8.0
|
critical
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor unusual_activity Sensor spoofing detected
|
{
"geo_location": "Barbados",
"device_hash": "3c9203334f909c7b5cf27385c894a4c8df2285591901ddac01db5131a3d58169",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 13_7 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) FxiOS/14.6e7437.0 Mobile/82T864 Safari/532.2",
"session_id": "65e75dd8-323a-47bd-b4c5-5ac7bb1b894c",
"risk_score": 24.47,
"confidence": 0.36
}
| null |
unusual_activity
| null | null | null |
Sensor spoofing detected
|
IoT device Sensor unusual_activity Sensor spoofing detected
| null |
Sensor
|
iot-557aa30b
|
3.7
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e0f43dd6-ef66-4b2c-a941-8ede3cb94c3b
| 2025-03-31T04:35:45
|
cloud
|
Palo Alto Cortex v3.0.0
|
medium
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud permission_escalation in GCP by schultzjerry No additional info
|
{
"geo_location": "Cayman Islands",
"device_hash": "140b654d4ba940a833e10a91eb77814e5c75d4e87b99e95c2ae76a7ed2f462f6",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_8_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) FxiOS/13.5t6820.0 Mobile/80Y728 Safari/531.0",
"session_id": "65a92759-1994-4865-b954-701dd38d3a28",
"risk_score": 30.79,
"confidence": 0.1
}
|
schultzjerry
|
permission_escalation
| null | null | null |
No additional info
|
Cloud permission_escalation in GCP by schultzjerry No additional info
| null | null | null | null | null | null | null | null | null |
GCP
|
res-7892691a
| null | null | null | null | null | null | null | null | null | null |
b3007814-9510-48f4-b0bc-c76b3e2228e7
| 2025-04-06T02:22:13
|
firewall
|
Darktrace v6.0.0
|
high
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|high| desc=Firewall allow TCP traffic from 202.141.32.114:434 to 56.187.254.44:342 No additional info
|
{
"geo_location": "Hong Kong",
"device_hash": "7ef78fe648cf9d56ea44d2f481ad35bf05c84042cf35c3f12109f562713c647c",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 12_4_4 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) CriOS/59.0.876.0 Mobile/72O603 Safari/533.2",
"session_id": "7a83c6cb-9d27-497a-bdc0-c9fbaea0c682",
"risk_score": 39.27,
"confidence": 0.34
}
| null |
allow
| null | null | null |
No additional info
|
Firewall allow TCP traffic from 202.141.32.114:434 to 56.187.254.44:342 No additional info
| null | null | null | null |
202.141.32.114
|
56.187.254.44
| null | null | null | null | null | null | null | null | 434
| 342
|
TCP
| 336,748
| 2,288
| null | null |
20c60643-a861-477e-81dd-fd91a42a463e
| 2028-06-20T04:13:29
|
endpoint
|
Suricata v6.0.10
|
low
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task instead by danielbelinda Unconventional IOC: CPU microcode changes noise=RG8u
|
{
"geo_location": "Portugal",
"device_hash": "0a35aad50f735f3b77ab046feefcddea2cba73c0",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 15_8_2 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) CriOS/28.0.891.0 Mobile/98Q580 Safari/535.0",
"session_id": "431b87c1-bfd1-4e6c-837a-4d8efa0e7920",
"risk_score": 37.9,
"confidence": 0.49
}
|
danielbelinda
|
scheduled_task
|
instead
| 2,010
|
svchost.exe
|
Unconventional IOC: CPU microcode changes
|
Endpoint scheduled_task instead by danielbelinda Unconventional IOC: CPU microcode changes
|
{
"baseline_deviation": 2.13,
"entropy": 7.09,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
43954ec2-9993-4d71-b88e-ae43b73b4905
| 2025-06-11T11:20:41
|
auth
|
LogRhythm v7.5.0
|
low
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|low| desc=Auth locked for xmurphy via SAML from 26.94.216.252 No additional info noise=categories
|
{
"geo_location": "Fiji",
"device_hash": "019216f1067629492e3b999326f8f83b",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_3) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/49.0.888.0 Safari/532.1",
"session_id": "4cbc7caa-45ca-4bce-9c7e-1038d25806d4",
"risk_score": 40.27,
"confidence": 0.78
}
|
xmurphy
|
locked
| null | null | null |
No additional info
|
Auth locked for xmurphy via SAML from 26.94.216.252 No additional info
| null | null | null | null |
26.94.216.252
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
SAML
|
07:5f:2a:a9:9d:65
|
0cd7497b-e4be-44f5-a83a-d92e841070c6
| 2025-05-13T16:26:58
|
ai
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by robert39 Unconventional IOC: UEFI variable tampering
|
{
"geo_location": "Burundi",
"device_hash": "a6a304bae1f9475e6d84bf41f0ce7eeb6259a8aecb9344477810caa35503773c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/5.0)",
"session_id": "97fc358c-fe79-4f9b-9e73-ed6c92de867c",
"risk_score": 68.22,
"confidence": 0.61
}
|
robert39
|
adversarial_input
| null | null | null |
Unconventional IOC: UEFI variable tampering
|
AI system adversarial_input by robert39 Unconventional IOC: UEFI variable tampering
| null | null | null | null | null | null | null | null | null | null | null |
model-82cafac4
|
3f1331d83e71b19e0a19fdbcc1696f07ef8bd6d5d6cacf466e1e44c0eafc883c
|
fbb1eb6a0b3c95f50fefbc656ebe76e7ab21a2da
| null | null | null | null | null | null | null |
c90fd509-a135-4730-ba2e-defddae64211
| 2025-04-25T09:34:40
|
auth
|
Elastic SIEM v8.9.0
|
info
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|info| desc=Auth locked for amy48 via biometric from 180.94.60.100 No additional info
|
{
"geo_location": "Guyana",
"device_hash": "c4d049188b5f0bc526b5cf2327a56014b469a301",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_2 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) CriOS/40.0.817.0 Mobile/62Q571 Safari/532.1",
"session_id": "5c48f99d-30f9-4c2c-b390-4b6dd38e1fbb",
"risk_score": 48.11,
"confidence": 0.49
}
|
amy48
|
locked
| null | null | null |
No additional info
|
Auth locked for amy48 via biometric from 180.94.60.100 No additional info
|
{
"baseline_deviation": 1.31,
"entropy": 6.82,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null |
180.94.60.100
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
biometric
|
d7:ec:93:92:14:81
|
2e09d9e1-023b-44ca-aed4-608fa5bb3d13
| 2025-01-18T06:39:45
|
firewall
|
Microsoft Sentinel v1.0.0
|
critical
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny HTTPS traffic from 64.233.138.223:23456 to 146.159.231.202:923 MITRE Technique: T1566.001
|
{
"geo_location": "Nauru",
"device_hash": "271e6cb0b205d69fd4b1dee8941d8d3a",
"user_agent": "Opera/8.81.(Windows NT 5.0; am-ET) Presto/2.9.166 Version/11.00",
"session_id": "281e7202-6846-4138-b321-0029e40bfac4",
"risk_score": 96.8,
"confidence": 0.87
}
| null |
deny
| null | null | null |
MITRE Technique: T1566.001
|
Firewall deny HTTPS traffic from 64.233.138.223:23456 to 146.159.231.202:923 MITRE Technique: T1566.001
| null | null | null | null |
64.233.138.223
|
146.159.231.202
| null | null | null | null | null | null | null | null | 23,456
| 923
|
HTTPS
| 446,843
| 3,577
| null | null |
31a3c26e-bd09-4331-bfb9-26528a085fd2
| 2025-04-19T16:11:41
|
ai
|
Darktrace v6.0.0
|
low
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|low| desc=AI system prompt_injection by mckaysean No additional info noise=Tm9ydGgu
|
{
"geo_location": "Lithuania",
"device_hash": "aa6b9d9cb043d62b0d01c0028c1c4fef",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; lo-LA) AppleWebKit/532.42.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6532.42.5",
"session_id": "8f72d0f5-3303-4333-8c7c-3def1ef45ee8",
"risk_score": 61.15,
"confidence": 0.8
}
|
mckaysean
|
prompt_injection
| null | null | null |
No additional info
|
AI system prompt_injection by mckaysean No additional info
| null | null | null | null | null | null | null | null | null | null | null |
model-00f66db3
|
37e0e68946eef7b58782e63cc4203cc1c0fc076b459e7897398b766b1e55c45e
|
a4c14b7196b69982aac562f30513bd0ae4993158
| null | null | null | null | null | null | null |
8eba7d81-92c7-4497-a2e7-68d082457810
| 2025-04-28T22:54:35
|
firewall
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall inspect HTTP traffic from 213.76.11.29:36311 to 40.198.239.227:10405 MITRE Technique: T1053.005
|
{
"geo_location": "Reunion",
"device_hash": "47b8c758fe1d3a0667d2ea956c7600bac9dc9a27e87c963a63f8416f83cf05a7",
"user_agent": "Opera/8.25.(Windows NT 5.01; tt-RU) Presto/2.9.176 Version/11.00",
"session_id": "eb39e0b4-809b-401c-8297-df4489c81150",
"risk_score": 51.78,
"confidence": 0.66
}
| null |
inspect
| null | null | null |
MITRE Technique: T1053.005
|
Firewall inspect HTTP traffic from 213.76.11.29:36311 to 40.198.239.227:10405 MITRE Technique: T1053.005
| null | null | null | null |
213.76.11.29
|
40.198.239.227
| null | null | null | null | null | null | null | null | 36,311
| 10,405
|
HTTP
| 999,322
| 111
| null | null |
174f2489-88cb-4cbb-a094-e567d76e9220
| 2025-01-14T12:02:36
|
ai
|
OSSEC v3.7.0
|
low
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|low| desc=AI system membership_inference by dylanrubio No additional info noise=sell|policy|smile
|
{
"geo_location": "Korea",
"device_hash": "bad80bf38a5dc58ed04f0c295a2ef336ceea43ef",
"user_agent": "Opera/8.33.(X11; Linux i686; om-KE) Presto/2.9.186 Version/10.00",
"session_id": "1de6a1f4-8a3b-463b-a223-a01d91cdc7ed",
"risk_score": 24.5,
"confidence": 0.24
}
|
dylanrubio
|
membership_inference
| null | null | null |
No additional info
|
AI system membership_inference by dylanrubio No additional info
| null | null | null | null | null | null | null | null | null | null | null |
model-0bd58860
|
1b4caa0d118d9ad42af86118c172a50b
|
7be9739ed9b506c7016078a386938333
| null | null | null | null | null | null | null |
b9c2df1f-73d8-4b14-bc6e-b7a5dbc8fb06
| 2025-02-03T15:18:05
|
iot
|
Darktrace v6.0.0
|
low
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor battery_drain No additional info
|
{
"geo_location": "Saudi Arabia",
"device_hash": "60388e89ac151c41de1025416454dd6945ba5453",
"user_agent": "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/21.0.876.0 Safari/533.2",
"session_id": "ed9efba0-78de-4258-9b01-3a59586bf005",
"risk_score": 41.57,
"confidence": 0.39
}
| null |
battery_drain
| null | null | null |
No additional info
|
IoT device Sensor battery_drain No additional info
| null |
Sensor
|
iot-8889cdd7
|
9.2
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9bdd21de-d6ba-43a2-be75-d8e0457196f6
| 2025-01-15T19:42:20
|
ai
|
Splunk v9.0.2
|
low
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|low| desc=AI system model_inversion by garysutton No additional info
|
{
"geo_location": "Botswana",
"device_hash": "db726c74ef56c81372e85ee27a0bf3a6db0d5bdf",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 10.0; Trident/4.0)",
"session_id": "0a9fedc7-cd1e-4e45-8f24-d9cfed3b17fc",
"risk_score": 71.26,
"confidence": 0.17
}
|
garysutton
|
model_inversion
| null | null | null |
No additional info
|
AI system model_inversion by garysutton No additional info
| null | null | null | null | null | null | null | null | null | null | null |
model-6eb1ecec
|
5315a888989db18375b05489f04d25ecfaac2492
|
3ea7307502642d16f9a533f8bde45fce
| null | null | null | null | null | null | null |
380d8d2c-82fe-43ef-be9e-6c8017f7fd5e
| 2025-01-22T02:38:03
|
iot
|
CrowdStrike v6.45.0
|
critical
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor protocol_violation No additional info
|
{
"geo_location": "Ghana",
"device_hash": "266a8c1ea3bf8538410d5a75ce31a58ee9cccda0dcd88db32f41a5416b6d6896",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/535.49.1 (KHTML, like Gecko) Version/5.1 Safari/535.49.1",
"session_id": "993833f8-d9eb-4bae-afad-c1ef52d1815a",
"risk_score": 65.3,
"confidence": 0.89
}
| null |
protocol_violation
| null | null | null |
No additional info
|
IoT device Sensor protocol_violation No additional info
| null |
Sensor
|
iot-3d37c811
|
1.7
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
37b48dd5-6d37-4956-a5fe-607733c324d2
| 2029-08-23T09:19:50
|
endpoint
|
QRadar v7.5.0
|
low
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_start American by emily77 No additional info
|
{
"geo_location": "Moldova",
"device_hash": "08d7b8ed52bb988ebeb0451f5d541d1e586ff5a4",
"user_agent": "Opera/8.56.(Windows CE; en-PK) Presto/2.9.186 Version/11.00",
"session_id": "99fc8769-ed8b-44bf-8a16-5db2d6c0dca0",
"risk_score": 36.1,
"confidence": 0.81
}
|
emily77
|
process_start
|
American
| 6,481
|
svchost.exe
|
No additional info
|
Endpoint process_start American by emily77 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c59aa193-c883-453b-b8c6-af41eb47dfed
| 2025-05-21T05:46:07
|
firewall
|
Vectra AI v5.0.0
|
critical
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only TCP traffic from 3.87.248.243:586 to 27.2.76.175:44274 Unconventional IOC: Thermal sensor anomalies
|
{
"geo_location": "Uzbekistan",
"device_hash": "fe697c8aaf7bfdd2b83bfbd142c834ba56254b8d77076a5cd012edb6e2dc0ade",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_1; rv:1.9.4.20) Gecko/2371-12-24 20:14:15 Firefox/3.8",
"session_id": "a8019e92-e853-4dba-b6dd-90e8fcf69464",
"risk_score": 39.15,
"confidence": 0.4
}
| null |
log-only
| null | null | null |
Unconventional IOC: Thermal sensor anomalies
|
Firewall log-only TCP traffic from 3.87.248.243:586 to 27.2.76.175:44274 Unconventional IOC: Thermal sensor anomalies
| null | null | null | null |
3.87.248.243
|
27.2.76.175
| null | null | null | null | null | null | null | null | 586
| 44,274
|
TCP
| 236,430
| 2,683
| null | null |
4fbae0c4-14c0-4c82-9699-3f5b21ecbecf
| 2025-02-23T09:54:08
|
endpoint
|
QRadar v7.5.0
|
critical
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint service_install /future/available.pdf by martineztara No additional info
|
{
"geo_location": "Eritrea",
"device_hash": "e3e3767e04fee101523ce3d1cb9c2827fe4b53517429ae5f0c6a00e58898b71e",
"user_agent": "Opera/9.27.(X11; Linux i686; kok-IN) Presto/2.9.175 Version/11.00",
"session_id": "8198dbde-f2d5-4505-b5fd-628106e55c21",
"risk_score": 55.72,
"confidence": 0.75
}
|
martineztara
|
service_install
|
/future/available.pdf
| 7,639
|
explorer.exe
|
No additional info
|
Endpoint service_install /future/available.pdf by martineztara No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e3b6a3dc-83a7-4e98-a213-5fa3f0e9b5b9
| 2025-06-13T22:51:18
|
iot
|
Trellix v10.7.0
|
info
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|info| desc=IoT device Medical battery_drain MITRE Technique: T1574.002 noise=Tm93Lg==
|
{
"geo_location": "Lithuania",
"device_hash": "3985edf1eb80de395544aaff370835bd",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_5; rv:1.9.3.20) Gecko/8482-04-11 05:00:14 Firefox/3.8",
"session_id": "8b1dd95d-cf72-4a12-b3a9-2ec20675fb54",
"risk_score": 36.04,
"confidence": 0.8
}
| null |
battery_drain
| null | null | null |
MITRE Technique: T1574.002
|
IoT device Medical battery_drain MITRE Technique: T1574.002
|
{
"baseline_deviation": 1.36,
"entropy": 7.05,
"frequency_anomaly": true,
"sequence_anomaly": true
}
|
Medical
|
iot-176e0fb3
|
10.5
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
093b2297-45db-40f1-ab1b-17443ee4d5bd
| 2025-03-10T16:43:54
|
cloud
|
Vectra AI v5.0.0
|
critical
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in OCI by susan38 No additional info noise=U3RlcC4=
|
{
"geo_location": "China",
"device_hash": "21848dd067185ae25f786bfaff89cd4af718d81321b5be74fbfa7a8faa2d6332",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_3 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) CriOS/50.0.876.0 Mobile/79W608 Safari/535.0",
"session_id": "1442ccf5-4bd2-4143-8e70-4271ef352a69",
"risk_score": 39.53,
"confidence": 0.45
}
|
susan38
|
api_abuse
| null | null | null |
No additional info
|
Cloud api_abuse in OCI by susan38 No additional info
| null | null | null | null | null | null | null | null | null |
OCI
|
res-2950fd0d
| null | null | null | null | null | null | null | null | null | null |
f23f79b8-cb91-4851-af94-72f1e56354cf
| 2025-06-25T14:28:07
|
ai
|
Vectra AI v5.0.0
|
medium
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by marshallshawn No additional info
|
{
"geo_location": "Zambia",
"device_hash": "e4577e88a8449ffaa887d720e90a8013",
"user_agent": "Mozilla/5.0 (Windows 95) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/60.0.852.0 Safari/532.2",
"session_id": "c3d6d47b-2808-474e-bf96-d4e5b09f96c1",
"risk_score": 61.46,
"confidence": 0.12
}
|
marshallshawn
|
membership_inference
| null | null | null |
No additional info
|
AI system membership_inference by marshallshawn No additional info
| null | null | null | null | null | null | null | null | null | null | null |
model-73909266
|
9b2a599981abdf970269d84b2bea6232d8398a671545bcdfefb162294e91ea98
|
2b495397379ad784d9c911ff41eccce3
| null | null | null | null | null | null | null |
b06aaf3e-cfa9-4905-a895-6c16622d3f84
| 2025-04-23T13:56:36
|
auth
|
FireEye HX v4.5.0
|
high
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|high| desc=Auth challenge for jackson35 via passwordless from 143.180.220.56 MITRE Technique: T1543.003
|
{
"geo_location": "Mexico",
"device_hash": "253231bdf454c104ec793f04537b482e",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/7377-03-01 12:30:13 Firefox/3.6.14",
"session_id": "f5ab7c64-033e-4f84-b93b-3ab0d6967181",
"risk_score": 35.38,
"confidence": 0.95
}
|
jackson35
|
challenge
| null | null | null |
MITRE Technique: T1543.003
|
Auth challenge for jackson35 via passwordless from 143.180.220.56 MITRE Technique: T1543.003
| null | null | null | null |
143.180.220.56
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
passwordless
|
c7:4e:56:9e:48:78
|
468e5f7e-4362-4560-ac00-a99a215ce689
| 2025-02-21T17:08:05
|
endpoint
|
Elastic SIEM v8.9.0
|
critical
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load cold by butlerdavid Associated Threat Actor: DarkSide
|
{
"geo_location": "Latvia",
"device_hash": "ff4d3633f2f9ce8bc4c71c77d042d69ea9aa37a5",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/532.3.4 (KHTML, like Gecko) Version/5.0.4 Safari/532.3.4",
"session_id": "4ddf75c5-c9f6-458c-8721-922dc1acde4a",
"risk_score": 8.18,
"confidence": 0.75
}
|
butlerdavid
|
driver_load
|
cold
| 1,063
|
cmd.exe
|
Associated Threat Actor: DarkSide
|
Endpoint driver_load cold by butlerdavid Associated Threat Actor: DarkSide
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
de8fa445-89fc-43e6-bd7a-49125846b4ae
| 2025-07-04T21:29:08
|
ids_alert
|
Suricata v6.0.10
|
high
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|high| desc=Suricata Alert: Container Escape detected from 75.212.96.220 targeting 184.244.148.193 No additional info
|
{
"geo_location": "Saudi Arabia",
"device_hash": "e5942b61b31a6f72691fa429f013bcab",
"user_agent": "Opera/8.76.(X11; Linux x86_64; wo-SN) Presto/2.9.178 Version/12.00",
"session_id": "d7a6182b-de3d-4def-b722-e4a0b382d890",
"risk_score": 100,
"confidence": 0.55
}
| null | null | null | null | null |
No additional info
|
Suricata Alert: Container Escape detected from 75.212.96.220 targeting 184.244.148.193 No additional info
|
{
"baseline_deviation": 2.46,
"entropy": 6.13,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null |
75.212.96.220
|
184.244.148.193
|
Container Escape
|
SIG-9894
|
Evasion
| null | null | null | null | null | null | null | null | null | null | null | null |
af8c769f-e8ae-40c2-a805-3dacce08578c
| 2025-07-06T07:54:24
|
ai
|
Elastic SIEM v8.9.0
|
critical
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|critical| desc=AI system membership_inference by daniel68 No additional info
|
{
"geo_location": "American Samoa",
"device_hash": "c6c702974e775d009454f24f4cfeed881b91bbdc",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3.2) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/45.0.841.0 Safari/534.2",
"session_id": "be42faea-54f7-445c-936c-438a45c1c29d",
"risk_score": 44.72,
"confidence": 0.41
}
|
daniel68
|
membership_inference
| null | null | null |
No additional info
|
AI system membership_inference by daniel68 No additional info
| null | null | null | null | null | null | null | null | null | null | null |
model-abe90ab3
|
0c0b76bfb30a74c20c13fa1fec495feb
|
7bf33b097729a4e7497558c4c2128e5f20772cb3b10969c59c7a9b68119afac0
| null | null | null | null | null | null | null |
ca28fb44-2645-4378-add4-8ceb431ffbef
| 2025-05-11T17:19:42
|
iot
|
Zeek v5.0.0
|
low
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor unusual_activity MITRE Technique: T1486
|
{
"geo_location": "Macao",
"device_hash": "bb3d14fa1a716e2250a6d07f4199f108",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/532.47.1 (KHTML, like Gecko) Version/5.0.1 Safari/532.47.1",
"session_id": "cd373dee-a692-468f-aa97-7be997078c27",
"risk_score": 56.62,
"confidence": 0.91
}
| null |
unusual_activity
| null | null | null |
MITRE Technique: T1486
|
IoT device Sensor unusual_activity MITRE Technique: T1486
| null |
Sensor
|
iot-71bc6704
|
9.3
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5703c29c-fd9e-4981-a386-abb89fe71c85
| 2023-07-19T03:38:48
|
network
|
Microsoft Sentinel v1.0.0
|
medium
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 176.222.52.101 to 107.183.38.49 No additional info noise=category/main/categories
|
{
"geo_location": "North Korea",
"device_hash": "074a182fba2d48d9ebb8d5bc4826001d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/533.17.2 (KHTML, like Gecko) Version/4.1 Safari/533.17.2",
"session_id": "71f2e604-2b3b-4704-a332-7b4094fc34ec",
"risk_score": 60.86,
"confidence": 0.26
}
| null |
bandwidth_usage
| null | null | null |
No additional info
|
Network bandwidth_usage from 176.222.52.101 to 107.183.38.49 No additional info
| null | null | null | null |
176.222.52.101
|
107.183.38.49
| null | null | null | null | null | null | null | null | null | null |
HTTPS
| 564,349
| null | null | null |
fc2d6fe4-c6eb-47ea-9d60-9d4439f2ee0f
| 2022-11-05T12:05:06
|
cloud
|
OSSEC v3.7.0
|
medium
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud config_change in GCP by roneill Associated Threat Actor: Scattered Spider
|
{
"geo_location": "Isle of Man",
"device_hash": "30ebba322cebe10420dfc9050060a8b21cfb4513",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Trident/4.0)",
"session_id": "c4ee8b7d-54e8-47cb-9415-0408c9d63b82",
"risk_score": 71.44,
"confidence": 0.97
}
|
roneill
|
config_change
| null | null | null |
Associated Threat Actor: Scattered Spider
|
Cloud config_change in GCP by roneill Associated Threat Actor: Scattered Spider
| null | null | null | null | null | null | null | null | null |
GCP
|
res-c88c23f0
| null | null | null | null | null | null | null | null | null | null |
548787ea-d081-4623-9051-8e1ee4e91e0a
| 2025-04-08T16:47:39
|
ids_alert
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|low| desc=ArcSight Alert: SQL Injection detected from 78.129.100.48 targeting 117.221.170.191 Unconventional IOC: ACPI table modifications
|
{
"geo_location": "Malawi",
"device_hash": "b08a3ba845257f7305a5402052c3c2f98191e3886e8cbbc9057b134623b00750",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_3 rv:2.0; nso-ZA) AppleWebKit/535.8.3 (KHTML, like Gecko) Version/5.0.3 Safari/535.8.3",
"session_id": "36f7c5a6-716f-4e0b-82f1-da1d0cce9245",
"risk_score": 35.99,
"confidence": 0.8
}
| null | null | null | null | null |
Unconventional IOC: ACPI table modifications
|
ArcSight Alert: SQL Injection detected from 78.129.100.48 targeting 117.221.170.191 Unconventional IOC: ACPI table modifications
| null | null | null | null |
78.129.100.48
|
117.221.170.191
|
SQL Injection
|
SIG-1754
|
Malware
| null | null | null | null | null | null | null | null | null | null | null | null |
d1ea1b27-8fb6-4e7a-b9f4-5f5ae23160fb
| 2025-02-16T08:38:27
|
firewall
|
Carbon Black v7.8.0
|
medium
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|medium| desc=Firewall inspect HTTP traffic from 124.124.118.192:500 to 94.183.198.130:666 MITRE Technique: T1543.003
|
{
"geo_location": "Congo",
"device_hash": "583d589e78a5cdddeb63260055ff18bceeafeb35",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/534.9.7 (KHTML, like Gecko) Version/4.1 Safari/534.9.7",
"session_id": "efeac29d-8db3-458d-8674-8b98c5ef956f",
"risk_score": 93.16,
"confidence": 0.13
}
| null |
inspect
| null | null | null |
MITRE Technique: T1543.003
|
Firewall inspect HTTP traffic from 124.124.118.192:500 to 94.183.198.130:666 MITRE Technique: T1543.003
| null | null | null | null |
124.124.118.192
|
94.183.198.130
| null | null | null | null | null | null | null | null | 500
| 666
|
HTTP
| 713,358
| 2,450
| null | null |
d6703a72-9fa8-45fe-bd8f-3d4791207048
| 2025-07-02T14:29:43
|
endpoint
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|high| desc=Endpoint driver_load /animal/pass.ppt by saundersbarbara No additional info
|
{
"geo_location": "New Zealand",
"device_hash": "4803a045e5cc66ed633ff61fd10f333c",
"user_agent": "Mozilla/5.0 (Windows CE; dv-MV; rv:1.9.1.20) Gecko/7842-10-31 23:08:19 Firefox/3.8",
"session_id": "96982c3d-f96d-4ef0-a034-3c17a7877b49",
"risk_score": 23.92,
"confidence": 0.13
}
|
saundersbarbara
|
driver_load
|
/animal/pass.ppt
| 6,779
|
svchost.exe
|
No additional info
|
Endpoint driver_load /animal/pass.ppt by saundersbarbara No additional info
|
{
"baseline_deviation": 1.02,
"entropy": 6.88,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a243f38f-6e6c-4813-afc1-e6b02d91818e
| 2025-01-31T12:15:14
|
auth
|
Suricata v6.0.10
|
info
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|info| desc=Auth success for jasminepeters via SAML from 128.68.32.247 No additional info
|
{
"geo_location": "Cape Verde",
"device_hash": "68455308fe64fb80de3c11c4ed03a15a",
"user_agent": "Opera/9.37.(X11; Linux x86_64; pa-PK) Presto/2.9.172 Version/12.00",
"session_id": "68cb43ae-3061-4e86-8a23-4e2f293dacb4",
"risk_score": 48.08,
"confidence": 0.48
}
|
jasminepeters
|
success
| null | null | null |
No additional info
|
Auth success for jasminepeters via SAML from 128.68.32.247 No additional info
| null | null | null | null |
128.68.32.247
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
SAML
|
98:4e:c2:90:6f:61
|
02b2b62b-227f-4652-80d6-85962cd71629
| 2025-04-14T18:16:16
|
endpoint
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint persistence_mechanism /other/benefit.mp3 by richardfoley No additional info
|
{
"geo_location": "Wallis and Futuna",
"device_hash": "f856bf28851cb77d79aefc47751bf67241f36411",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 10.0; Trident/5.1)",
"session_id": "d4248215-c06c-4b3a-83e5-02c8ce0d5d61",
"risk_score": 20.17,
"confidence": 0.95
}
|
richardfoley
|
persistence_mechanism
|
/other/benefit.mp3
| 9,633
|
explorer.exe
|
No additional info
|
Endpoint persistence_mechanism /other/benefit.mp3 by richardfoley No additional info
|
{
"baseline_deviation": 0.73,
"entropy": 5.83,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
fcbe21b1-bb63-4041-a5e2-3334d50687c7
| 2025-06-15T16:59:47
|
ids_alert
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|low| desc=ArcSight Alert: Fileless Attack detected from 160.89.23.218 targeting 135.120.168.57 MITRE Technique: T1053.005
|
{
"geo_location": "Saint Barthelemy",
"device_hash": "47ec9c1fcfe5075eeaab037b8219fc11",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 1_1_5 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) CriOS/15.0.840.0 Mobile/37M205 Safari/534.0",
"session_id": "152e3bd7-4d6d-4abe-a07f-7b23b6fd2a23",
"risk_score": 64.23,
"confidence": 0.99
}
| null | null | null | null | null |
MITRE Technique: T1053.005
|
ArcSight Alert: Fileless Attack detected from 160.89.23.218 targeting 135.120.168.57 MITRE Technique: T1053.005
| null | null | null | null |
160.89.23.218
|
135.120.168.57
|
Fileless Attack
|
SIG-1399
|
Malware
| null | null | null | null | null | null | null | null | null | null | null | null |
16d23ff2-6ce6-4e4e-8ccb-679156154806
| 2025-07-03T09:54:51
|
network
|
CrowdStrike v6.45.0
|
low
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|low| desc=Network data_exfiltration from 172.200.25.75 to 98.149.195.63 No additional info
|
{
"geo_location": "Korea",
"device_hash": "94b22f98b8a760c664237102300cf54c",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/5997-08-01 05:26:36 Firefox/3.8",
"session_id": "ff9ae099-3979-48be-8872-5b0b40f1d3b1",
"risk_score": 25.75,
"confidence": 0.15
}
| null |
data_exfiltration
| null | null | null |
No additional info
|
Network data_exfiltration from 172.200.25.75 to 98.149.195.63 No additional info
| null | null | null | null |
172.200.25.75
|
98.149.195.63
| null | null | null | null | null | null | null | null | null | null |
HTTPS
| 772,662
| null | null | null |
0e6ead4d-b884-4771-b1f5-bea1c9d2e562
| 2025-05-06T22:58:16
|
cloud
|
Microsoft Sentinel v1.0.0
|
info
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in OCI by cmartin MITRE Technique: T1574.002 noise=F30BEA3C
|
{
"geo_location": "Argentina",
"device_hash": "8ffb716a410df4ae3546a66f2f412149",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_2_1 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) FxiOS/14.4z0093.0 Mobile/25Y730 Safari/533.2",
"session_id": "4563fd08-1f23-483e-aec6-0219923b3c01",
"risk_score": 43.78,
"confidence": 0.95
}
|
cmartin
|
crypto_mining
| null | null | null |
MITRE Technique: T1574.002
|
Cloud crypto_mining in OCI by cmartin MITRE Technique: T1574.002
| null | null | null | null | null | null | null | null | null |
OCI
|
res-d19924fc
| null | null | null | null | null | null | null | null | null | null |
fc1a888d-9702-4142-af77-5fb4c092ac19
| 2025-07-09T03:40:59
|
auth
|
Wazuh v4.5.0
|
info
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|info| desc=Auth locked for murphyaaron via biometric from 111.89.98.245 Associated Threat Actor: Equation Group
|
{
"geo_location": "Bahrain",
"device_hash": "3ee2b286a14a682db71a5638f7836e7d6bf10d774f1390d33cdfb162a3599aee",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 9_3_5 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) CriOS/44.0.873.0 Mobile/93F988 Safari/534.1",
"session_id": "9a583e66-c7f3-4dd0-a16d-4d53fc7de5a0",
"risk_score": 42.73,
"confidence": 0.87
}
|
murphyaaron
|
locked
| null | null | null |
Associated Threat Actor: Equation Group
|
Auth locked for murphyaaron via biometric from 111.89.98.245 Associated Threat Actor: Equation Group
| null | null | null | null |
111.89.98.245
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
biometric
|
0c:0f:75:4d:78:0b
|
19d66250-e79e-46a2-bf56-0af410fa2071
| 2025-02-17T18:24:55
|
endpoint
|
Darktrace v6.0.0
|
info
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint memory_injection /course/young.css by hahndorothy MITRE Technique: T1053.005
|
{
"geo_location": "Bangladesh",
"device_hash": "8b721ddeb3587d3f65431e733fd20ae8d404b3d2",
"user_agent": "Opera/8.39.(X11; Linux i686; sv-SE) Presto/2.9.168 Version/10.00",
"session_id": "b03299d7-cd53-4990-bb40-adc439fe4d4e",
"risk_score": 71.24,
"confidence": 0.44
}
|
hahndorothy
|
memory_injection
|
/course/young.css
| 2,342
|
explorer.exe
|
MITRE Technique: T1053.005
|
Endpoint memory_injection /course/young.css by hahndorothy MITRE Technique: T1053.005
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a9b5ea18-3883-4bd7-aff9-98f75f3e826d
| 2025-05-15T02:20:10
|
network
|
FireEye HX v4.5.0
|
medium
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 169.203.41.135 to 216.1.54.112 MITRE Technique: T1543.003
|
{
"geo_location": "San Marino",
"device_hash": "db4d30b019edda44f631c0edb085a1f6fa45cc3d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/531.42.1 (KHTML, like Gecko) Version/5.0 Safari/531.42.1",
"session_id": "b7b2939a-504d-45e4-a8ab-c50f4eee887c",
"risk_score": 52.31,
"confidence": 0.08
}
| null |
bandwidth_usage
| null | null | null |
MITRE Technique: T1543.003
|
Network bandwidth_usage from 169.203.41.135 to 216.1.54.112 MITRE Technique: T1543.003
| null | null | null | null |
169.203.41.135
|
216.1.54.112
| null | null | null | null | null | null | null | null | null | null |
ICMP
| 487,253
| null | null | null |
a03cdfa4-b79a-4563-a261-2cdf1bcc1e00
| 2025-05-07T20:06:31
|
cloud
|
Palo Alto Cortex v3.0.0
|
critical
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud permission_escalation in GCP by kleindavid Associated Threat Actor: Leafminer | Unconventional IOC: Bios timestamp anomalies
|
{
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "4aadacc6fbb3a1e1197842fb6522061ef9f28b7d3c1f13f3aa27f68234b557b2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows CE; Trident/4.1)",
"session_id": "d8370ced-fd4e-4763-add6-8b701df0801e",
"risk_score": 88.54,
"confidence": 0.14
}
|
kleindavid
|
permission_escalation
| null | null | null |
Associated Threat Actor: Leafminer | Unconventional IOC: Bios timestamp anomalies
|
Cloud permission_escalation in GCP by kleindavid Associated Threat Actor: Leafminer | Unconventional IOC: Bios timestamp anomalies
| null | null | null | null | null | null | null | null | null |
GCP
|
res-3212c9c8
| null | null | null | null | null | null | null | null | null | null |
eb52321b-55a7-4524-9191-f0777fa6c8a1
| 2025-02-09T18:29:21
|
endpoint
|
Splunk v9.0.2
|
low
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|low| desc=Endpoint registry_change /cost/six.ods by pcrawford No additional info
|
{
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "fa6d93b9a1d37811d970609c8db5725d8bd48d9f",
"user_agent": "Opera/8.80.(X11; Linux x86_64; ks-IN) Presto/2.9.188 Version/11.00",
"session_id": "a3b324c3-aedf-48cb-a499-ad2f55742783",
"risk_score": 57.16,
"confidence": 0.27
}
|
pcrawford
|
registry_change
|
/cost/six.ods
| 9,345
|
cmd.exe
|
No additional info
|
Endpoint registry_change /cost/six.ods by pcrawford No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
adbb14e7-b338-4f4a-83ef-69a3eefa0afc
| 2025-02-02T10:12:19
|
auth
|
Splunk v9.0.2
|
high
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|high| desc=Auth locked for justin37 via key from 35.204.11.102 No additional info
|
{
"geo_location": "Namibia",
"device_hash": "cb221a8e90ed3564e323f5ef06c0f7eb37b2c2d8c318ae10b02b060dcb65bab8",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_9; rv:1.9.6.20) Gecko/7965-11-20 01:47:54 Firefox/11.0",
"session_id": "5bbe5cbd-00fd-4c2e-88a1-05ce663124a8",
"risk_score": 32.76,
"confidence": 0.1
}
|
justin37
|
locked
| null | null | null |
No additional info
|
Auth locked for justin37 via key from 35.204.11.102 No additional info
| null | null | null | null |
35.204.11.102
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
key
|
61:fd:c4:7a:3e:f6
|
69fe71fd-b798-4886-a08c-8877cf34e2d1
| 2022-10-04T06:36:06
|
auth
|
CrowdStrike v6.45.0
|
medium
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for mkidd via MFA from 7.86.122.220 No additional info
|
{
"geo_location": "Turkmenistan",
"device_hash": "b095abc16ed3291dea51f1254e2cee4041355850",
"user_agent": "Opera/8.45.(Windows NT 5.01; hne-IN) Presto/2.9.180 Version/10.00",
"session_id": "38087dc0-add3-4bac-bf53-68693822926b",
"risk_score": 43.92,
"confidence": 0.55
}
|
mkidd
|
timeout
| null | null | null |
No additional info
|
Auth timeout for mkidd via MFA from 7.86.122.220 No additional info
| null | null | null | null |
7.86.122.220
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
MFA
|
fe:a2:8f:b1:5f:58
|
cee9a5e1-fd88-4887-93d2-8bdedac96cab
| 2025-04-06T05:50:13
|
iot
|
Tanium v7.4.0
|
high
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device Medical battery_drain No additional info
|
{
"geo_location": "Philippines",
"device_hash": "f23bce1b0eda44f1e479a75a4b25713e",
"user_agent": "Opera/8.96.(X11; Linux i686; lt-LT) Presto/2.9.186 Version/10.00",
"session_id": "1b7c0e38-3028-4024-a992-401efb117d2f",
"risk_score": 58.88,
"confidence": 0.46
}
| null |
battery_drain
| null | null | null |
No additional info
|
IoT device Medical battery_drain No additional info
| null |
Medical
|
iot-14c05d5b
|
8.0
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c01f2b1d-c793-47aa-b7ba-63d6515f541e
| 2025-04-18T05:14:36
|
iot
|
OSSEC v3.7.0
|
critical
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor firmware_update MITRE Technique: T1110.003
|
{
"geo_location": "Grenada",
"device_hash": "efbc0dd5e3af05206a550b67a295db2bc1d63117afe570e55badc2d771bed04b",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/6658-09-19 10:18:40 Firefox/3.8",
"session_id": "c9801896-cc13-4fb2-87bd-505239fe7449",
"risk_score": 73.7,
"confidence": 0.14
}
| null |
firmware_update
| null | null | null |
MITRE Technique: T1110.003
|
IoT device Sensor firmware_update MITRE Technique: T1110.003
| null |
Sensor
|
iot-b94984a3
|
3.2
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
577e6b38-3889-457b-9851-0aa129ad82ae
| 2025-06-08T21:17:14
|
ai
|
Microsoft Sentinel v1.0.0
|
medium
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|medium| desc=AI system model_inversion by deborah38 No additional info noise=UmVzdWx0Lg==
|
{
"geo_location": "Korea",
"device_hash": "3afdb4c7076b685a7dc64e0b1237b3ca50b6b3af",
"user_agent": "Opera/9.75.(X11; Linux i686; lt-LT) Presto/2.9.189 Version/11.00",
"session_id": "8773ba9b-9dd2-4128-b859-42aa0da84637",
"risk_score": 43.12,
"confidence": 0.57
}
|
deborah38
|
model_inversion
| null | null | null |
No additional info
|
AI system model_inversion by deborah38 No additional info
| null | null | null | null | null | null | null | null | null | null | null |
model-2e587a8f
|
12d7e2a8489876afcb540f95f8e092be
|
49537870334292e68a766bf6dd534e7e80fca5c8
| null | null | null | null | null | null | null |
c428a472-28a0-4ef8-a1a7-39d7fc1d0209
| 2025-01-23T01:31:25
|
network
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 131.241.152.68 to 175.210.11.2 No additional info noise=BD6BCB08
|
{
"geo_location": "Venezuela",
"device_hash": "3c6ce58bc3e0e021a175990132f5a224",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; az-AZ) AppleWebKit/531.9.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6531.9.6",
"session_id": "b60e6359-3e76-4415-a6ac-e1ae0462f577",
"risk_score": 22.84,
"confidence": 0.57
}
| null |
bandwidth_usage
| null | null | null |
No additional info
|
Network bandwidth_usage from 131.241.152.68 to 175.210.11.2 No additional info
| null | null | null | null |
131.241.152.68
|
175.210.11.2
| null | null | null | null | null | null | null | null | null | null |
ICMP
| 861,054
| null | null | null |
f4deffac-d73e-4df1-9059-f503feedc9c7
| 2025-03-23T04:27:47
|
iot
|
Elastic SIEM v8.9.0
|
critical
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC side_channel No additional info
|
{
"geo_location": "Philippines",
"device_hash": "7ce15df87c7c3d11efe5897616d6a6e6738cfe75",
"user_agent": "Opera/8.31.(Windows NT 6.2; eu-FR) Presto/2.9.160 Version/11.00",
"session_id": "ca79a5e0-0bfc-4547-8f0e-a06f6e704ce8",
"risk_score": 43.98,
"confidence": 0.23
}
| null |
side_channel
| null | null | null |
No additional info
|
IoT device HVAC side_channel No additional info
| null |
HVAC
|
iot-fae6575a
|
6.9
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bc56a96a-9d8f-475e-9129-5c5a8a5fa3dc
| 2025-04-12T01:37:23
|
ids_alert
|
Vectra AI v5.0.0
|
emergency
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Vectra AI Alert: MFA Bypass detected from 30.139.39.143 targeting 105.2.28.189 No additional info
|
{
"geo_location": "Mali",
"device_hash": "e12e000f8ffb451c14199060b46dffad318042bd",
"user_agent": "Mozilla/5.0 (Android 3.2.2; Mobile; rv:29.0) Gecko/29.0 Firefox/29.0",
"session_id": "df36ad86-3ff5-492f-bd3e-1f31bd717491",
"risk_score": 54.34,
"confidence": 0.36
}
| null | null | null | null | null |
No additional info
|
Vectra AI Alert: MFA Bypass detected from 30.139.39.143 targeting 105.2.28.189 No additional info
|
{
"baseline_deviation": 2.83,
"entropy": 4.76,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null |
30.139.39.143
|
105.2.28.189
|
MFA Bypass
|
SIG-9255
|
Exploit
| null | null | null | null | null | null | null | null | null | null | null | null |
245c6631-f398-4e27-9e08-0cbeb777124b
| 2025-01-14T06:21:33
|
cloud
|
Zeek v5.0.0
|
low
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in OCI by leedaniel No additional info
|
{
"geo_location": "Isle of Man",
"device_hash": "3677d4e531de4c6818a5ba2d5a0a6c05",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_9; rv:1.9.2.20) Gecko/7546-04-13 10:31:51 Firefox/3.6.9",
"session_id": "bed8b80f-77b9-487f-910f-d431c3b7c37d",
"risk_score": 47.4,
"confidence": 0.82
}
|
leedaniel
|
api_abuse
| null | null | null |
No additional info
|
Cloud api_abuse in OCI by leedaniel No additional info
| null | null | null | null | null | null | null | null | null |
OCI
|
res-7b6282dd
| null | null | null | null | null | null | null | null | null | null |
d12f3937-6b9d-4932-be90-c6c93816e8fa
| 2025-07-05T21:15:02
|
auth
|
Darktrace v6.0.0
|
info
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|info| desc=Auth success for riveraheidi via key from 33.17.26.252 No additional info
|
{
"geo_location": "Eritrea",
"device_hash": "37253d1316f4cc2e9c7bc930646575f4c2e5f0df",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; am-ET; rv:1.9.1.20) Gecko/7513-07-15 17:03:29 Firefox/3.8",
"session_id": "9b2edf1f-97c8-459e-b51c-6ae8c68f5da7",
"risk_score": 90.09,
"confidence": 0.49
}
|
riveraheidi
|
success
| null | null | null |
No additional info
|
Auth success for riveraheidi via key from 33.17.26.252 No additional info
| null | null | null | null |
33.17.26.252
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
key
|
0d:64:b2:b7:37:94
|
658ecbe3-f949-4d4e-bb29-453b98b1f190
| 2025-04-10T19:26:42
|
cloud
|
Suricata v6.0.10
|
low
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|low| desc=Cloud crypto_mining in GCP by mjohnson Associated Threat Actor: Kimsuky
|
{
"geo_location": "United Arab Emirates",
"device_hash": "aa2066b87a973d3852400e67d541e3cff3c4dead9de7d0fd51b9ffe8649c7ffe",
"user_agent": "Opera/8.48.(X11; Linux i686; ug-CN) Presto/2.9.174 Version/12.00",
"session_id": "2ae80077-7000-4fb7-a3e4-710aa68ed0b0",
"risk_score": 3.54,
"confidence": 0.19
}
|
mjohnson
|
crypto_mining
| null | null | null |
Associated Threat Actor: Kimsuky
|
Cloud crypto_mining in GCP by mjohnson Associated Threat Actor: Kimsuky
| null | null | null | null | null | null | null | null | null |
GCP
|
res-bee9fcec
| null | null | null | null | null | null | null | null | null | null |
e2d3fccb-5007-45b2-a063-66a51387440e
| 2025-06-01T09:47:21
|
network
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|network|low| desc=Network bandwidth_usage from 175.32.114.15 to 10.170.247.174 No additional info
|
{
"geo_location": "North Korea",
"device_hash": "c9a8c73d6688679407bf679d15444678",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_3 rv:2.0; hy-AM) AppleWebKit/531.34.3 (KHTML, like Gecko) Version/5.1 Safari/531.34.3",
"session_id": "8be077a9-ad4d-418a-bd44-40143773166e",
"risk_score": 53.49,
"confidence": 0.99
}
| null |
bandwidth_usage
| null | null | null |
No additional info
|
Network bandwidth_usage from 175.32.114.15 to 10.170.247.174 No additional info
| null | null | null | null |
175.32.114.15
|
10.170.247.174
| null | null | null | null | null | null | null | null | null | null |
HTTP
| 379,599
| null | null | null |
7c706c2d-4a8d-4f35-a012-f04d75fc17b2
| 2025-07-07T06:01:04
|
endpoint
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|medium| desc=Endpoint scheduled_task /threat/culture.flac by pattersonsamuel MITRE Technique: T1543.003
|
{
"geo_location": "Andorra",
"device_hash": "09d11bde0cc9b63a245d02b2367590ff5f84332eb38c08d87e1ac8103b3af833",
"user_agent": "Mozilla/5.0 (Android 3.2.4; Mobile; rv:38.0) Gecko/38.0 Firefox/38.0",
"session_id": "7706f52e-1c87-4724-972f-5f0e5552a36e",
"risk_score": 53.74,
"confidence": 0.28
}
|
pattersonsamuel
|
scheduled_task
|
/threat/culture.flac
| 8,117
|
svchost.exe
|
MITRE Technique: T1543.003
|
Endpoint scheduled_task /threat/culture.flac by pattersonsamuel 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 |
35d6e87a-136e-4940-97c1-e67647573548
| 2025-06-20T15:48:46
|
iot
|
Snort v2.9.20
|
info
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|info| desc=IoT device HVAC command_injection No additional info
|
{
"geo_location": "Azerbaijan",
"device_hash": "84948765883818e585a2fd788d5ea789",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_7) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/40.0.848.0 Safari/532.1",
"session_id": "823eeddc-a685-4c34-97dc-93e3a5141196",
"risk_score": 40.5,
"confidence": 0.66
}
| null |
command_injection
| null | null | null |
No additional info
|
IoT device HVAC command_injection No additional info
| null |
HVAC
|
iot-803d47c2
|
3.9
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
007102cf-0da5-4acf-afed-3dcccd96d3d3
| 2025-03-12T04:03:43
|
firewall
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|low| desc=Firewall inspect HTTPS traffic from 101.64.249.62:920 to 10.97.103.127:848 MITRE Technique: T1053.005 | Associated Threat Actor: Leafminer
|
{
"geo_location": "Ecuador",
"device_hash": "4b3972b1ead71a4320fb26858be0721fe412865155e8717e161373e5f16a3564",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/14.0.835.0 Safari/535.2",
"session_id": "585937ac-366a-49ef-ba5b-5c3238563c03",
"risk_score": 54.39,
"confidence": 0.95
}
| null |
inspect
| null | null | null |
MITRE Technique: T1053.005 | Associated Threat Actor: Leafminer
|
Firewall inspect HTTPS traffic from 101.64.249.62:920 to 10.97.103.127:848 MITRE Technique: T1053.005 | Associated Threat Actor: Leafminer
| null | null | null | null |
101.64.249.62
|
10.97.103.127
| null | null | null | null | null | null | null | null | 920
| 848
|
HTTPS
| 948,846
| 1,309
| null | null |
225c586a-8f56-417d-9e24-cb04867ddefb
| 2025-01-14T07:28:15
|
iot
|
QRadar v7.5.0
|
low
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|low| desc=IoT device Medical firmware_update No additional info
|
{
"geo_location": "Greece",
"device_hash": "f9b33b04c08d497385e7f61ff7ed5ff99bf9c062d7af191d3250e3d097b65e41",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 8_4_1 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) FxiOS/15.6m0234.0 Mobile/79B397 Safari/533.0",
"session_id": "983370e6-3d82-473d-a055-8bb7f1c32d56",
"risk_score": 89.28,
"confidence": 0.87
}
| null |
firmware_update
| null | null | null |
No additional info
|
IoT device Medical firmware_update No additional info
| null |
Medical
|
iot-7e396eb7
|
2.9
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e07e1f26-b9a3-4c6e-82f1-c7144378abcc
| 2025-06-25T03:06:51
|
iot
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|high| desc=IoT device Medical physical_tamper No additional info
|
{
"geo_location": "British Virgin Islands",
"device_hash": "eb7f0aaf5a86f9dda96968fb12625559",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Trident/3.1)",
"session_id": "a03d1b18-d51b-4570-8c2d-a958e7083169",
"risk_score": 47.54,
"confidence": 0.44
}
| null |
physical_tamper
| null | null | null |
No additional info
|
IoT device Medical physical_tamper No additional info
| null |
Medical
|
iot-67f523e4
|
9.7
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e24a62d5-ccb7-4a7c-8a78-b3fe4fadc10e
| 2025-03-14T04:20:10
|
ai
|
AlienVault v5.7.0
|
critical
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|critical| desc=AI system prompt_injection by shannon27 MITRE Technique: T1059.005 | Associated Threat Actor: Leafminer
|
{
"geo_location": "Hungary",
"device_hash": "dcea8f0c083430abaacc31f064baccaa571952c49b0d39b2ab8f4c9ed7af734f",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; bn-BD; rv:1.9.0.20) Gecko/8929-07-03 16:46:09 Firefox/3.6.13",
"session_id": "043a67e4-24f3-404d-82ce-436b1f01f603",
"risk_score": 20.75,
"confidence": 0.37
}
|
shannon27
|
prompt_injection
| null | null | null |
MITRE Technique: T1059.005 | Associated Threat Actor: Leafminer
|
AI system prompt_injection by shannon27 MITRE Technique: T1059.005 | Associated Threat Actor: Leafminer
| null | null | null | null | null | null | null | null | null | null | null |
model-b3a2c709
|
254840102a1e9a861478c6dff459cc93
|
36743ff15aff9daaa9422fa4e0bf8747
| null | null | null | null | null | null | null |
a3a3710d-bc96-483b-a78d-2137d146f8d6
| 2025-06-26T19:38:00
|
network
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 113.133.54.228 to 76.238.184.118 MITRE Technique: T1134.001
|
{
"geo_location": "Egypt",
"device_hash": "63a9f8f4f6d6995af9e1f7ce53c6b7228ee59f60145e078d6bde62f9d5b4e10c",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_1_1 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) CriOS/40.0.861.0 Mobile/33R882 Safari/532.2",
"session_id": "fec57fb5-1f6d-44f5-9ad1-a8b7b9ad727e",
"risk_score": 56.37,
"confidence": 0.97
}
| null |
latency_spike
| null | null | null |
MITRE Technique: T1134.001
|
Network latency_spike from 113.133.54.228 to 76.238.184.118 MITRE Technique: T1134.001
| null | null | null | null |
113.133.54.228
|
76.238.184.118
| null | null | null | null | null | null | null | null | null | null |
TCP
| 807,259
| null | null | null |
109ee3ff-0755-4e12-b3e1-162c962dcc3e
| 2025-05-31T22:58:44
|
firewall
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall log-only TCP traffic from 2.49.233.116:655 to 31.141.208.132:652 Geo anomaly: Impossible travel detected
|
{
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "a5c31591c2fbff4697ea9fccb947e863",
"user_agent": "Opera/9.77.(Windows NT 6.0; ku-TR) Presto/2.9.168 Version/10.00",
"session_id": "72c04945-c00c-4d7e-a76b-ac68abd8483b",
"risk_score": 68.47,
"confidence": 0.02
}
| null |
log-only
| null | null | null |
Geo anomaly: Impossible travel detected
|
Firewall log-only TCP traffic from 2.49.233.116:655 to 31.141.208.132:652 Geo anomaly: Impossible travel detected
| null | null | null | null |
2.49.233.116
|
31.141.208.132
| null | null | null | null | null | null | null | null | 655
| 652
|
TCP
| 891,867
| 1,508
| null | null |
369da832-d930-4693-bca2-19574d6d649f
| 2025-03-03T20:26:50
|
ids_alert
|
Microsoft Sentinel v1.0.0
|
critical
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|critical| desc=Microsoft Sentinel Alert: Zero-Day Exploit detected from 68.30.117.233 targeting 85.237.51.135 No additional info
|
{
"geo_location": "British Virgin Islands",
"device_hash": "c1e7c875b1ba9761557ded56388a5f6e",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_2 rv:3.0; os-RU) AppleWebKit/532.27.2 (KHTML, like Gecko) Version/4.1 Safari/532.27.2",
"session_id": "5a3dde9b-1b5c-4770-b831-10a8248d22c5",
"risk_score": 68.1,
"confidence": 0.92
}
| null | null | null | null | null |
No additional info
|
Microsoft Sentinel Alert: Zero-Day Exploit detected from 68.30.117.233 targeting 85.237.51.135 No additional info
|
{
"baseline_deviation": 2.66,
"entropy": 3.07,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null |
68.30.117.233
|
85.237.51.135
|
Zero-Day Exploit
|
SIG-7683
|
Exploit
| null | null | null | null | null | null | null | null | null | null | null | null |
a3483a97-d7e3-4194-a14b-4866efe933fa
| 2025-04-20T02:23:13
|
ai
|
Darktrace v6.0.0
|
critical
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|critical| desc=AI system api_abuse by batkins No additional info
|
{
"geo_location": "Korea",
"device_hash": "0bdb983c2740d82bba0b94345230678b",
"user_agent": "Opera/9.80.(Windows 98; hak-TW) Presto/2.9.189 Version/10.00",
"session_id": "985b37f9-cc06-4ff3-90a6-055f865a49f3",
"risk_score": 54.36,
"confidence": 0.57
}
|
batkins
|
api_abuse
| null | null | null |
No additional info
|
AI system api_abuse by batkins No additional info
| null | null | null | null | null | null | null | null | null | null | null |
model-2e83b903
|
d473373910dc2269fd0731890401536e
|
b7a737657e1f660e0a6ada022b479f9c
| null | null | null | null | null | null | null |
366e644b-26fa-463e-99f3-6995b7201e98
| 2023-11-09T00:34:16
|
ai
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|info| desc=AI system membership_inference by wardlatasha MITRE Technique: T1110.003
|
{
"geo_location": "Nauru",
"device_hash": "f424b664a36c5b2491671b825517da68",
"user_agent": "Opera/8.38.(Windows NT 5.1; ru-UA) Presto/2.9.166 Version/12.00",
"session_id": "4704e339-c19a-4c40-ad7f-ca4c84aa893d",
"risk_score": 53.99,
"confidence": 0.92
}
|
wardlatasha
|
membership_inference
| null | null | null |
MITRE Technique: T1110.003
|
AI system membership_inference by wardlatasha MITRE Technique: T1110.003
| null | null | null | null | null | null | null | null | null | null | null |
model-eb60e94c
|
257a9e5692145cbe00e0268505bed618bf507a4d5f44b69fa60fd4a5b39ae8cb
|
470eacb01394c6d08e712ea9e65ae7a51c270d0d9ef05d6f64125785feb4ed3c
| null | null | null | null | null | null | null |
bebb5087-bb47-4fd4-bce8-3b4334ce52b2
| 2025-03-30T12:48:05
|
cloud
|
AlienVault v5.7.0
|
medium
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud api_abuse in Alibaba by robertsstephanie MITRE Technique: T1071.001 noise=main/app/posts
|
{
"geo_location": "Burundi",
"device_hash": "22238be1d8efb403efcd38dd149ffba60e273c40a7087695a04a55b07c4bf601",
"user_agent": "Mozilla/5.0 (Windows 95) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/35.0.888.0 Safari/535.1",
"session_id": "d4171f77-5460-450b-a007-8b88daddf986",
"risk_score": 83.1,
"confidence": 0.21
}
|
robertsstephanie
|
api_abuse
| null | null | null |
MITRE Technique: T1071.001
|
Cloud api_abuse in Alibaba by robertsstephanie MITRE Technique: T1071.001
| null | null | null | null | null | null | null | null | null |
Alibaba
|
res-86ba7646
| null | null | null | null | null | null | null | null | null | null |
29099167-f61a-4de6-bcf5-33638a74a496
| 2023-05-27T01:14:00
|
endpoint
|
AlienVault v5.7.0
|
high
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint powershell_exec /political/move.key by qhoward No additional info
|
{
"geo_location": "Guernsey",
"device_hash": "8767c35f9e86c208313be8b7f344e4ff197f4ac0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/5.1)",
"session_id": "39951ba6-d112-4809-940a-57b50a29e180",
"risk_score": 45.16,
"confidence": 0.96
}
|
qhoward
|
powershell_exec
|
/political/move.key
| 2,433
|
cmd.exe
|
No additional info
|
Endpoint powershell_exec /political/move.key by qhoward No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1d161ebd-ac03-486c-9b60-e7f8f0ea08cc
| 2025-06-09T13:07:51
|
ai
|
Elastic SIEM v8.9.0
|
high
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|high| desc=AI system fine_tuning by christinedurham MITRE Technique: T1204.002 noise=list/search/list
|
{
"geo_location": "Portugal",
"device_hash": "a86063d0a2f1e4bc19e49226915b120c",
"user_agent": "Mozilla/5.0 (Windows NT 11.0) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/24.0.806.0 Safari/536.2",
"session_id": "fd017594-2d26-4884-8817-07714db925c8",
"risk_score": 64.19,
"confidence": 0.57
}
|
christinedurham
|
fine_tuning
| null | null | null |
MITRE Technique: T1204.002
|
AI system fine_tuning by christinedurham MITRE Technique: T1204.002
| null | null | null | null | null | null | null | null | null | null | null |
model-f5c47c8b
|
67ac35f000456500f54a56668852470b88cb53badc64ba39c550912688c3e620
|
55b5c35bbed8ae993f1f10a579167ed529639250
| null | null | null | null | null | null | null |
9ca95a0b-b6a1-41f0-9c62-d652c6a39f5a
| 2025-03-11T19:03:22
|
ai
|
Tanium v7.4.0
|
high
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|high| desc=AI system model_access by tammy12 No additional info
|
{
"geo_location": "South Africa",
"device_hash": "a2c27366158cefaaeb2f68adccd28d74618dd110c17121659736bc74701b6022",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_3) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/15.0.811.0 Safari/535.0",
"session_id": "97d669da-12e8-4d16-9205-a2a9b57079af",
"risk_score": 42,
"confidence": 0.75
}
|
tammy12
|
model_access
| null | null | null |
No additional info
|
AI system model_access by tammy12 No additional info
| null | null | null | null | null | null | null | null | null | null | null |
model-eef2c433
|
ed8b27e765c2faa07010edaecd2b84c4
|
0a8070322fd5a91d9678d50382cb35b4
| null | null | null | null | null | null | null |
ff283d50-b611-4771-bb90-7f1d23cb3255
| 2025-02-21T14:26:12
|
endpoint
|
Elastic SIEM v8.9.0
|
high
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|high| desc=Endpoint scheduled_task /home/number.mp3 by teresaglass No additional info
|
{
"geo_location": "Latvia",
"device_hash": "e8e5542be328f20017c33b0ce15c408f",
"user_agent": "Opera/9.29.(X11; Linux i686; sa-IN) Presto/2.9.162 Version/10.00",
"session_id": "afa10837-8566-497a-9de6-7a2717a602e4",
"risk_score": 39.93,
"confidence": 1
}
|
teresaglass
|
scheduled_task
|
/home/number.mp3
| 4,184
|
powershell.exe
|
No additional info
|
Endpoint scheduled_task /home/number.mp3 by teresaglass No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cd3929f1-f0f7-4c50-b6c9-08ad93c511bb
| 2025-04-07T02:33:54
|
endpoint
|
OSSEC v3.7.0
|
low
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint scheduled_task /act/line.gif by jjames No additional info
|
{
"geo_location": "Sao Tome and Principe",
"device_hash": "ebfab88b3cdc82de376ee4fd970e30ad",
"user_agent": "Mozilla/5.0 (Windows NT 6.1; nl-NL; rv:1.9.2.20) Gecko/8786-01-06 22:29:04 Firefox/11.0",
"session_id": "58740619-d05d-4a1c-8024-60c5b3c394c2",
"risk_score": 66.91,
"confidence": 0.12
}
|
jjames
|
scheduled_task
|
/act/line.gif
| 800
|
explorer.exe
|
No additional info
|
Endpoint scheduled_task /act/line.gif by jjames No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d3adcb6d-027c-4882-b11f-3eb0692579c2
| 2025-05-28T02:11:35
|
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: MFA Bypass detected from 98.116.17.233 targeting 73.161.31.4 No additional info
|
{
"geo_location": "Uganda",
"device_hash": "0b2e86a68a68bc151b3036eae6f6fd5eba031a74",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/531.44.4 (KHTML, like Gecko) Version/5.1 Safari/531.44.4",
"session_id": "14d311be-9423-4562-a7f8-718395418d91",
"risk_score": 54.72,
"confidence": 0.83
}
| null | null | null | null | null |
No additional info
|
FireEye HX Alert: MFA Bypass detected from 98.116.17.233 targeting 73.161.31.4 No additional info
| null | null | null | null |
98.116.17.233
|
73.161.31.4
|
MFA Bypass
|
SIG-2547
|
Recon
| null | null | null | null | null | null | null | null | null | null | null | null |
13dd4643-107c-488b-8dc4-94b8f1949a49
| 2025-06-04T18:26:24
|
iot
|
OSSEC v3.7.0
|
info
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor physical_tamper No additional info
|
{
"geo_location": "Christmas Island",
"device_hash": "f6add6e300165a731343e988d275ce30",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2.2) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/22.0.887.0 Safari/535.2",
"session_id": "ee08d3d1-542c-4dd6-a0b0-4674184905c5",
"risk_score": 59.47,
"confidence": 0.19
}
| null |
physical_tamper
| null | null | null |
No additional info
|
IoT device Sensor physical_tamper No additional info
| null |
Sensor
|
iot-b59165ef
|
2.8
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8bb03b44-5159-4fdf-947f-5d03794eb074
| 2025-04-28T17:42:29
|
auth
|
Microsoft Sentinel v1.0.0
|
high
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|high| desc=Auth bypass for brucemiller via OAuth from 33.215.154.221 No additional info
|
{
"geo_location": "Cyprus",
"device_hash": "130cae1d9caf7071fe8c4a81173f3625",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/532.27.4 (KHTML, like Gecko) Version/4.1 Safari/532.27.4",
"session_id": "32b950ee-3e55-4086-bc9e-4c08d734c309",
"risk_score": 40.7,
"confidence": 0.91
}
|
brucemiller
|
bypass
| null | null | null |
No additional info
|
Auth bypass for brucemiller via OAuth from 33.215.154.221 No additional info
| null | null | null | null |
33.215.154.221
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OAuth
|
a9:a2:20:a1:b3:d4
|
102821e4-e14a-457e-a9f4-95ad76ac4bd5
| 2025-02-20T13:43:18
|
cloud
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|high| desc=Cloud instance_creation in Azure by ryan23 No additional info
|
{
"geo_location": "Macao",
"device_hash": "4e25d5ae051547b9f4df1efb8c6a322a",
"user_agent": "Opera/9.68.(Windows CE; ko-KR) Presto/2.9.176 Version/12.00",
"session_id": "88c9062f-87fd-4c49-9ea7-2faac6b01e99",
"risk_score": 73.14,
"confidence": 0.82
}
|
ryan23
|
instance_creation
| null | null | null |
No additional info
|
Cloud instance_creation in Azure by ryan23 No additional info
| null | null | null | null | null | null | null | null | null |
Azure
|
res-dbc726dc
| null | null | null | null | null | null | null | null | null | null |
2f835250-8a61-453e-8917-7c29e865da20
| 2025-03-29T05:30:53
|
cloud
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|low| desc=Cloud storage_access in OCI by monicajones No additional info
|
{
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "617cd29363f2fd1fad56a38efebdf9ef",
"user_agent": "Opera/8.12.(X11; Linux i686; dv-MV) Presto/2.9.185 Version/12.00",
"session_id": "ea01f036-f2e9-4d5d-9a0d-e4a2551d26a7",
"risk_score": 55.06,
"confidence": 0.95
}
|
monicajones
|
storage_access
| null | null | null |
No additional info
|
Cloud storage_access in OCI by monicajones No additional info
| null | null | null | null | null | null | null | null | null |
OCI
|
res-6b50657c
| null | null | null | null | null | null | null | null | null | null |
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