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
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9f794a48-fde7-42d6-9e41-c44550f59042
| 2025-03-20T23:46:05
|
ai
|
Microsoft Sentinel v1.0.0
|
medium
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|medium| desc=AI system api_abuse by johnsonmikayla MITRE Technique: T1078.004 | Unconventional IOC: Thermal sensor anomalies
|
{
"geo_location": "Azerbaijan",
"device_hash": "be112943c56f8d627536625e0e261c8a08dbcb3b",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_4) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/21.0.828.0 Safari/536.0",
"session_id": "1af75796-a4b5-4ae4-900e-4f29ce740567",
"risk_score": 35.13,
"confidence": 0.75
}
| null | null | null | null | null |
MITRE Technique: T1078.004 | Unconventional IOC: Thermal sensor anomalies
|
AI system api_abuse by johnsonmikayla MITRE Technique: T1078.004 | Unconventional IOC: Thermal sensor anomalies
|
api_abuse
| null | null |
johnsonmikayla
| null | null | null | null | null | null | null | null | null | null | null | null |
model-99aa5110
|
11310e7bf01a6f21449f2ff100433546
|
e33b4d7ed90c05f577fae14b5871528cfb23285f
| null | null |
a1214ee0-8583-4181-b1dd-e8edb5e851ae
| 2025-01-16T05:24:22
|
ai
|
Microsoft Sentinel v1.0.0
|
medium
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|medium| desc=AI system fine_tuning by ashepard No additional info noise=TXVjaC4=
|
{
"geo_location": "United States Minor Outlying Islands",
"device_hash": "c85b5f49380e40d83f3b781dc747cb6fa4a6cdf2f554c9b7c464f05e6524acab",
"user_agent": "Mozilla/5.0 (Linux; Android 8.0.0) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/53.0.862.0 Safari/535.2",
"session_id": "46e963ba-1143-47f6-bcf7-2521f92bf037",
"risk_score": 33.87,
"confidence": 0.61
}
| null | null | null | null | null |
No additional info
|
AI system fine_tuning by ashepard No additional info
|
fine_tuning
| null | null |
ashepard
| null | null | null |
{
"baseline_deviation": 2.45,
"entropy": 5.92,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null |
model-2b824caa
|
85386f25877f2f615b3b4176d11509cbeb013c20
|
82a69edc33153afdd1a5a144b44616821776980ef93cbda25dad157368babbed
| null | null |
a7d847b1-2faf-4249-bd7b-c8dfdb75b0a5
| 2025-02-14T20:22:00
|
auth
|
OSSEC v3.7.0
|
info
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|info| desc=Auth challenge for smithmichael via SAML from 69.84.200.149 No additional info
|
{
"geo_location": "Luxembourg",
"device_hash": "bcb6ed7d5ec95e6a03be0e2dd2ef2b63654dee0f",
"user_agent": "Mozilla/5.0 (Linux; Android 6.0) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/41.0.849.0 Safari/536.0",
"session_id": "65d1aa52-7a35-4b48-a2af-e96825da8f02",
"risk_score": 27.18,
"confidence": 0.56
}
|
69.84.200.149
| null | null | null | null |
No additional info
|
Auth challenge for smithmichael via SAML from 69.84.200.149 No additional info
|
challenge
| null | null |
smithmichael
| null | null | null | null | null | null | null | null | null | null |
SAML
|
f4:51:8b:1f:03:7a
| null | null | null | null | null |
b7ed2cbc-f101-40d7-94cc-117b79585a10
| 2025-04-28T06:35:30
|
firewall
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|info| desc=Firewall deny HTTP traffic from 53.179.221.164:27372 to 110.88.12.10:15047 No additional info
|
{
"geo_location": "United Arab Emirates",
"device_hash": "06a3150005e75c6566ab49cc6b18b326f65a57ee27f254d76f47f577d52c09b0",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/8131-08-03 01:53:50 Firefox/3.8",
"session_id": "a095c3eb-35aa-428c-a331-f811d2fb8eb9",
"risk_score": 46.19,
"confidence": 0.17
}
|
53.179.221.164
|
110.88.12.10
| null | null | null |
No additional info
|
Firewall deny HTTP traffic from 53.179.221.164:27372 to 110.88.12.10:15047 No additional info
|
deny
| 839,904
|
HTTP
| null | null | null | null | null | null | null | null | 27,372
| 15,047
| 3,006
| null | null | null | null | null | null | null |
1d9e9fca-c322-46e6-a731-7640c58a04b9
| 2025-06-09T01:47:22
|
ai
|
LogRhythm v7.5.0
|
info
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|info| desc=AI system fine_tuning by darmstrong No additional info
|
{
"geo_location": "Kuwait",
"device_hash": "3e493a3656b4a60522a372dd05d56b2d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.0; Trident/5.1)",
"session_id": "43c58698-2856-493c-b080-9e2522c5f2d0",
"risk_score": 39.34,
"confidence": 0.85
}
| null | null | null | null | null |
No additional info
|
AI system fine_tuning by darmstrong No additional info
|
fine_tuning
| null | null |
darmstrong
| null | null | null | null | null | null | null | null | null | null | null | null |
model-c5d0aa29
|
785914e529916429311128ee61a2d3c007621a8cdc91364937c063ba0237e77d
|
0518c20a8a2b9eca8d97e5fff82adf37
| null | null |
7a6d4373-24b3-4b4b-b898-580d946cb000
| 2029-05-29T16:45:38
|
firewall
|
Microsoft Sentinel v1.0.0
|
medium
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine NTP traffic from 84.24.127.237:916 to 122.66.195.64:693 Unconventional IOC: Thermal sensor anomalies | Geo anomaly: Impossible travel detected
|
{
"geo_location": "Sao Tome and Principe",
"device_hash": "b6e3a3741bcea8c615b4329c01831c4f42c86d689d414bc6a4a2fda299367f8b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/532.3.2 (KHTML, like Gecko) Version/5.1 Safari/532.3.2",
"session_id": "9eec12dd-4ee0-4e1a-adcd-ea850914c3d5",
"risk_score": 46.69,
"confidence": 0.26
}
|
84.24.127.237
|
122.66.195.64
| null | null | null |
Unconventional IOC: Thermal sensor anomalies | Geo anomaly: Impossible travel detected
|
Firewall quarantine NTP traffic from 84.24.127.237:916 to 122.66.195.64:693 Unconventional IOC: Thermal sensor anomalies | Geo anomaly: Impossible travel detected
|
quarantine
| 784,140
|
NTP
| null | null | null | null |
{
"baseline_deviation": 0.95,
"entropy": 7.59,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | 916
| 693
| 2,069
| null | null | null | null | null | null | null |
5ac5cdec-7d5c-4f52-8d75-e6b7f81a61c2
| 2025-05-21T17:24:23
|
firewall
|
Tanium v7.4.0
|
high
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only NTP traffic from 60.98.35.121:163 to 99.147.37.202:14 Associated Threat Actor: Leafminer
|
{
"geo_location": "Iraq",
"device_hash": "9b7fc2e36c73e3c75875b1216db9886c",
"user_agent": "Mozilla/5.0 (Windows NT 11.0) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/30.0.852.0 Safari/532.1",
"session_id": "97da9bf0-8cfc-4daf-b35f-7f58133cb1c7",
"risk_score": 21.79,
"confidence": 0.74
}
|
60.98.35.121
|
99.147.37.202
| null | null | null |
Associated Threat Actor: Leafminer
|
Firewall log-only NTP traffic from 60.98.35.121:163 to 99.147.37.202:14 Associated Threat Actor: Leafminer
|
log-only
| 442,135
|
NTP
| null | null | null | null | null | null | null | null | 163
| 14
| 3,025
| null | null | null | null | null | null | null |
befbe203-fe2e-4efa-8b08-ec5cffe4d99b
| 2025-04-26T14:24:43
|
firewall
|
Palo Alto Cortex v3.0.0
|
low
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|low| desc=Firewall allow HTTPS traffic from 178.94.19.87:263 to 48.156.25.19:19 No additional info
|
{
"geo_location": "Japan",
"device_hash": "0433e3269f146772579adda8ca57d247b92d7704",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/533.32.3 (KHTML, like Gecko) Version/4.1 Safari/533.32.3",
"session_id": "f4b71186-a1b8-488a-800f-f61ed23d388b",
"risk_score": 45.93,
"confidence": 0.31
}
|
178.94.19.87
|
48.156.25.19
| null | null | null |
No additional info
|
Firewall allow HTTPS traffic from 178.94.19.87:263 to 48.156.25.19:19 No additional info
|
allow
| 362,701
|
HTTPS
| null | null | null | null | null | null | null | null | 263
| 19
| 3,585
| null | null | null | null | null | null | null |
9161d46d-89b2-4e1b-bc6f-399b7fb3e235
| 2025-01-22T03:48:33
|
auth
|
Vectra AI v5.0.0
|
low
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|low| desc=Auth challenge for zsmith via password from 34.98.222.123 No additional info
|
{
"geo_location": "French Guiana",
"device_hash": "679cf4c4e55e168191c9b307642517dd67309b5e04e6823d9462d690a22b1032",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.0; Trident/3.1)",
"session_id": "d381553d-bcaf-42ba-8f33-0f64d79520e3",
"risk_score": 73.17,
"confidence": 0.7
}
|
34.98.222.123
| null | null | null | null |
No additional info
|
Auth challenge for zsmith via password from 34.98.222.123 No additional info
|
challenge
| null | null |
zsmith
| null | null | null | null | null | null | null | null | null | null |
password
|
6b:c2:f4:da:04:6a
| null | null | null | null | null |
2459c285-4f95-43bd-ba6d-8fddb2572e4b
| 2025-06-30T17:17:07
|
ai
|
Splunk v9.0.2
|
high
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|high| desc=AI system api_abuse by miguelsantana MITRE Technique: T1547.001
|
{
"geo_location": "Turks and Caicos Islands",
"device_hash": "a9dcfb680c10559dc0d22e3254d4ec3ba1bea6000c5d5206b7bf76bde5142278",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 12_5_7 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/16.5g3567.0 Mobile/90M682 Safari/534.2",
"session_id": "6dfd46e6-7e16-4f7f-8c5b-48088edc4749",
"risk_score": 47.2,
"confidence": 0.14
}
| null | null | null | null | null |
MITRE Technique: T1547.001
|
AI system api_abuse by miguelsantana MITRE Technique: T1547.001
|
api_abuse
| null | null |
miguelsantana
| null | null | null | null | null | null | null | null | null | null | null | null |
model-4e6e59c0
|
1ea44a43eab3a179c016d1d48a8e5d0266f02edcad475fe5133ea9b6b9d346ea
|
3127564eb3decec583fe034062be0a007d0d9377
| null | null |
e1477e13-6d2c-4780-bc4f-fb484cca5e62
| 2025-03-29T00:36:41
|
ids_alert
|
Tanium v7.4.0
|
low
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|low| desc=Tanium Alert: DDoS detected from 39.155.150.245 targeting 104.132.73.222 MITRE Technique: T1218.011
|
{
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "78bf5efa143b2b7f0dea2e4b2fca2bce",
"user_agent": "Opera/8.64.(Windows NT 6.2; an-ES) Presto/2.9.180 Version/11.00",
"session_id": "087e601f-416a-4d25-ae96-3f871bd6159a",
"risk_score": 8.12,
"confidence": 0.92
}
|
39.155.150.245
|
104.132.73.222
|
DDoS
|
SIG-7969
|
Policy
|
MITRE Technique: T1218.011
|
Tanium Alert: DDoS detected from 39.155.150.245 targeting 104.132.73.222 MITRE Technique: T1218.011
| null | null | null | null | null | null | null |
{
"baseline_deviation": 2.87,
"entropy": 4.93,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
b20b72ff-32ad-4d83-8356-e732ce2653fc
| 2025-04-10T08:59:03
|
ai
|
AlienVault v5.7.0
|
critical
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|critical| desc=AI system membership_inference by ebonykoch Associated Threat Actor: Kimsuky noise=explore
|
{
"geo_location": "Morocco",
"device_hash": "7f48557b98c470228ef7df48511240568d8e556bfb8411baac002549aae8c871",
"user_agent": "Opera/9.83.(Windows NT 5.1; bhb-IN) Presto/2.9.176 Version/11.00",
"session_id": "ddd87bc9-effd-4f67-a488-2f89f6c52432",
"risk_score": 75.17,
"confidence": 0.6
}
| null | null | null | null | null |
Associated Threat Actor: Kimsuky
|
AI system membership_inference by ebonykoch Associated Threat Actor: Kimsuky
|
membership_inference
| null | null |
ebonykoch
| null | null | null | null | null | null | null | null | null | null | null | null |
model-0c4d5c04
|
6cb6094cd9adb5dd2b536fdf131ebf77
|
04e7160b91f9d62f0de0f480205acd46ba479640
| null | null |
ed1288cc-676a-49e8-b6be-ea094b52954f
| 2025-04-12T03:16:26
|
cloud
|
Snort v2.9.20
|
high
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|high| desc=Cloud shadow_it in AWS by zerickson MITRE Technique: T1486
|
{
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "1d0ceecc6505e03c4d3559f3f5f46f97fcfc123128a0b65c2f3c1f932c399c09",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/36.0.816.0 Safari/531.2",
"session_id": "721d4794-2ed7-4a6b-a72e-067838414d14",
"risk_score": 60.95,
"confidence": 0.17
}
| null | null | null | null | null |
MITRE Technique: T1486
|
Cloud shadow_it in AWS by zerickson MITRE Technique: T1486
|
shadow_it
| null | null |
zerickson
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-2dbf4c0d
|
4bc0ffab-150a-420b-849a-5e3a7b8e9c80
| 2025-07-07T13:00:33
|
firewall
|
Zeek v5.0.0
|
critical
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny UDP traffic from 19.201.90.128:1016 to 174.70.124.121:318 Associated Threat Actor: Scattered Spider
|
{
"geo_location": "Malawi",
"device_hash": "d68cbfdfeeed55c35f865f103900dae04efeddd3",
"user_agent": "Opera/8.50.(X11; Linux i686; pt-PT) Presto/2.9.171 Version/12.00",
"session_id": "f6705da2-952d-406b-a9ed-ebe5d7302bcb",
"risk_score": 48.23,
"confidence": 0.01
}
|
19.201.90.128
|
174.70.124.121
| null | null | null |
Associated Threat Actor: Scattered Spider
|
Firewall deny UDP traffic from 19.201.90.128:1016 to 174.70.124.121:318 Associated Threat Actor: Scattered Spider
|
deny
| 565,927
|
UDP
| null | null | null | null | null | null | null | null | 1,016
| 318
| 2,934
| null | null | null | null | null | null | null |
ca0a10a3-49b7-459b-9393-93c0c45ff0da
| 2025-02-21T14:02:05
|
cloud
|
Suricata v6.0.10
|
critical
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|critical| desc=Cloud storage_access in GCP by omata No additional info
|
{
"geo_location": "Saudi Arabia",
"device_hash": "be0258fd625ae07196df7b834fcc06c52cb7992f",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; iw-IL; rv:1.9.2.20) Gecko/6888-04-29 20:12:25 Firefox/3.6.11",
"session_id": "41ae9845-f39d-404a-8d17-4a8fdbe4df24",
"risk_score": 34.72,
"confidence": 0.69
}
| null | null | null | null | null |
No additional info
|
Cloud storage_access in GCP by omata No additional info
|
storage_access
| null | null |
omata
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-6e1788f0
|
8c80934a-377c-43d2-a05f-7100395fdb8d
| 2025-07-05T03:52:57
|
ids_alert
|
CrowdStrike v6.45.0
|
medium
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|medium| desc=CrowdStrike Alert: Credential Stuffing detected from 62.99.80.154 targeting N/A No additional info
|
{
"geo_location": "Nauru",
"device_hash": "e2907be742e2ae3c4724721b2591553ad2e5d48e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 95; Trident/5.1)",
"session_id": "1cfb8508-5040-42f6-be81-96403742428c",
"risk_score": 62.16,
"confidence": 0.71
}
|
62.99.80.154
|
N/A
|
Credential Stuffing
|
SIG-7686
|
Malware
|
No additional info
|
CrowdStrike Alert: Credential Stuffing detected from 62.99.80.154 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 |
d201ceed-97f1-4d21-9cdb-016809c3f7e0
| 2025-06-25T03:23:59
|
iot
|
Zeek v5.0.0
|
critical
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat command_injection No additional info noise=U3BlYWsgaGltLg==
|
{
"geo_location": "Ethiopia",
"device_hash": "2afe8155d7be60ba13aad201b52aefca55ae21d2b0f3112a591385c1289b7d2e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 95; Trident/5.1)",
"session_id": "6a51a9a7-dff3-4bbb-bcd4-22fdd26d748d",
"risk_score": 66.01,
"confidence": 0.89
}
| null | null | null | null | null |
No additional info
|
IoT device Thermostat command_injection No additional info
|
command_injection
| null | null | null | null | null | null | null |
Thermostat
|
iot-7dd82a3d
|
1.2
| null | null | null | null | null | null | null | null | null | null |
c4b36b74-e6aa-4d97-9fc6-b796dbda285b
| 2025-03-05T07:55:17
|
iot
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|info| desc=IoT device Thermostat protocol_violation No additional info noise=list
|
{
"geo_location": "Andorra",
"device_hash": "bc52f2a185db3998d5925113716461021641cbe1",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_7) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/56.0.806.0 Safari/536.0",
"session_id": "ce2f416d-5422-481a-9bc5-4721f2d3753f",
"risk_score": 30.32,
"confidence": 0.69
}
| null | null | null | null | null |
No additional info
|
IoT device Thermostat protocol_violation No additional info
|
protocol_violation
| null | null | null | null | null | null |
{
"baseline_deviation": 2.94,
"entropy": 7.24,
"frequency_anomaly": true,
"sequence_anomaly": true
}
|
Thermostat
|
iot-ecc17ff2
|
4.3
| null | null | null | null | null | null | null | null | null | null |
b76c6984-d0cd-4fab-926d-f24738e0bf71
| 2025-06-02T19:47:02
|
cloud
|
CrowdStrike v6.45.0
|
critical
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|critical| desc=Cloud config_change in Azure by bkemp No additional info
|
{
"geo_location": "Macao",
"device_hash": "01b3b542be7d23ceda31c155590b52677efbf98fb05d5f7a19827e611cbde7b9",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; hne-IN) AppleWebKit/532.18.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6532.18.1",
"session_id": "73621de6-7e7e-452f-a770-8757e73daca5",
"risk_score": 61.91,
"confidence": 0.17
}
| null | null | null | null | null |
No additional info
|
Cloud config_change in Azure by bkemp No additional info
|
config_change
| null | null |
bkemp
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-c98ee18c
|
10080ef6-c541-4f89-8acf-8be7078e30e1
| 2025-01-21T20:23:40
|
endpoint
|
Microsoft Sentinel v1.0.0
|
medium
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint file_access /pattern/decision.wav by arogers Unconventional IOC: ACPI table modifications noise=tags/tag/list
|
{
"geo_location": "Guadeloupe",
"device_hash": "0d1c3470d121b44878bd0e8a21f5b1a7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 10.0; Trident/5.0)",
"session_id": "76a7762a-8597-4950-971f-09fa07de63d3",
"risk_score": 83.25,
"confidence": 0.74
}
| null | null | null | null | null |
Unconventional IOC: ACPI table modifications
|
Endpoint file_access /pattern/decision.wav by arogers Unconventional IOC: ACPI table modifications
|
file_access
| null | null |
arogers
|
/pattern/decision.wav
| 3,997
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f95601a2-bdcc-471d-a5fd-c86673a5465f
| 2025-04-21T10:13:12
|
firewall
|
QRadar v7.5.0
|
high
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only RDP traffic from 160.133.46.93:856 to 186.56.210.150:155 MITRE Technique: T1078.004 noise=7BDBDF65
|
{
"geo_location": "Mayotte",
"device_hash": "859aef2233a16d9ae290b3877934e160ab6e0068",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.2) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/54.0.859.0 Safari/532.1",
"session_id": "78201ba3-8f73-4e1b-83d5-badecb70c476",
"risk_score": 58.28,
"confidence": 0.68
}
|
160.133.46.93
|
186.56.210.150
| null | null | null |
MITRE Technique: T1078.004
|
Firewall log-only RDP traffic from 160.133.46.93:856 to 186.56.210.150:155 MITRE Technique: T1078.004
|
log-only
| 127,669
|
RDP
| null | null | null | null | null | null | null | null | 856
| 155
| 1,215
| null | null | null | null | null | null | null |
a2731e9b-4470-4fbc-83d6-6eb5d50da5fa
| 2025-04-12T03:27:39
|
endpoint
|
QRadar v7.5.0
|
critical
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec /enough/manage.flac by michael80 No additional info
|
{
"geo_location": "Singapore",
"device_hash": "c62349c983f90e2fd93fbd42caaf8ec8686d9a0be0623e02a116fef0771ca170",
"user_agent": "Mozilla/5.0 (Windows NT 5.1; ja-JP; rv:1.9.2.20) Gecko/2129-12-26 21:40:37 Firefox/10.0",
"session_id": "66e0719c-a73f-4929-8845-602dc242cb82",
"risk_score": 40.59,
"confidence": 0.72
}
| null | null | null | null | null |
No additional info
|
Endpoint wmi_exec /enough/manage.flac by michael80 No additional info
|
wmi_exec
| null | null |
michael80
|
/enough/manage.flac
| 6,160
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ba74dd37-d103-41dd-b6de-b345342c9317
| 2025-01-29T22:28:11
|
ids_alert
|
Tanium v7.4.0
|
emergency
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|emergency| desc=Tanium Alert: DDoS detected from 221.207.251.148 targeting 171.152.134.82 Associated Threat Actor: APT34
|
{
"geo_location": "Angola",
"device_hash": "a6812ea806174120cb819a9a97f316dc405f6e17e94ce2af2c565a66f1ce3a37",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.0; Trident/5.1)",
"session_id": "be1525cf-5ea9-4b82-ae05-5112ce8bd9ba",
"risk_score": 26.1,
"confidence": 0.34
}
|
221.207.251.148
|
171.152.134.82
|
DDoS
|
SIG-3703
|
Malware
|
Associated Threat Actor: APT34
|
Tanium Alert: DDoS detected from 221.207.251.148 targeting 171.152.134.82 Associated Threat Actor: APT34
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1a0c1cdd-2e09-4b8b-9f22-0cce676752ef
| 2025-03-24T02:59:30
|
cloud
|
Zeek v5.0.0
|
info
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in Alibaba by michael58 No additional info
|
{
"geo_location": "Guyana",
"device_hash": "bff2d69f5cebb2536855afca09dd76ce4716be4f",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; is-IS) AppleWebKit/535.20.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6535.20.2",
"session_id": "80f3d002-9610-4323-bf6b-e513b52b0ff0",
"risk_score": 34.59,
"confidence": 0.39
}
| null | null | null | null | null |
No additional info
|
Cloud crypto_mining in Alibaba by michael58 No additional info
|
crypto_mining
| null | null |
michael58
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-5f96784b
|
89896c81-7c5e-4e8e-a4c0-101cc6a63457
| 2022-12-02T17:01:06
|
ids_alert
|
QRadar v7.5.0
|
low
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|low| desc=QRadar Alert: MFA Bypass detected from 208.50.16.176 targeting 73.218.133.100 MITRE Technique: T1566.001
|
{
"geo_location": "Myanmar",
"device_hash": "8a76695dd35a07b878cce7766d607c78e441da96",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/4.1)",
"session_id": "c04a334c-1cff-4c05-ac65-731638c9ed14",
"risk_score": 60.72,
"confidence": 0.54
}
|
208.50.16.176
|
73.218.133.100
|
MFA Bypass
|
SIG-5667
|
Exploit
|
MITRE Technique: T1566.001
|
QRadar Alert: MFA Bypass detected from 208.50.16.176 targeting 73.218.133.100 MITRE Technique: T1566.001
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
844a37bc-b90c-4caa-9a77-736842ab4937
| 2025-04-09T07:02:08
|
ai
|
Elastic SIEM v8.9.0
|
critical
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|critical| desc=AI system fine_tuning by gsmith No additional info
|
{
"geo_location": "Oman",
"device_hash": "c20e918084cbd88b2a379dbdd3d805ed",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Win 9x 4.90; Trident/3.0)",
"session_id": "cce2dd30-071a-47f2-9c67-c575d5dd939c",
"risk_score": 37.98,
"confidence": 0.25
}
| null | null | null | null | null |
No additional info
|
AI system fine_tuning by gsmith No additional info
|
fine_tuning
| null | null |
gsmith
| null | null | null | null | null | null | null | null | null | null | null | null |
model-b025474b
|
b0e02cb0d744bfcfe4ca041861b53ab7
|
af9efc76f75c68c951e09e9532b8c7f476a26bb734d66eeee20fcd7749f0069d
| null | null |
01a582c0-5f8e-4edc-ac57-c26668adde1a
| 2025-02-22T03:07:35
|
auth
|
Vectra AI v5.0.0
|
low
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|low| desc=Auth success for ykelly via MFA from 218.46.217.106 No additional info
|
{
"geo_location": "Anguilla",
"device_hash": "5faad0b7fb30a94c729a53a6f38cb2e3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/4.1)",
"session_id": "e8f5d503-12d1-4ac4-951b-b00d23d8f960",
"risk_score": 81.74,
"confidence": 0.49
}
|
218.46.217.106
| null | null | null | null |
No additional info
|
Auth success for ykelly via MFA from 218.46.217.106 No additional info
|
success
| null | null |
ykelly
| null | null | null | null | null | null | null | null | null | null |
MFA
|
55:ff:30:46:a9:2f
| null | null | null | null | null |
b54e4e33-9630-4b3e-abaf-3c2bafe647e9
| 2025-06-13T00:14:03
|
network
|
LogRhythm v7.5.0
|
info
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|info| desc=Network disconnection from 7.192.232.7 to 107.162.242.143 MITRE Technique: T1566.001 noise=UmVzdWx0Lg==
|
{
"geo_location": "Western Sahara",
"device_hash": "99c479b9f9f811f0427786dadbcc4fc2fc3a250f0d702aa3ae1a0551350e5aab",
"user_agent": "Opera/8.44.(X11; Linux i686; ta-LK) Presto/2.9.163 Version/12.00",
"session_id": "c2a655aa-4691-4f95-b711-3f42f36399d8",
"risk_score": 60.97,
"confidence": 0.7
}
|
7.192.232.7
|
107.162.242.143
| null | null | null |
MITRE Technique: T1566.001
|
Network disconnection from 7.192.232.7 to 107.162.242.143 MITRE Technique: T1566.001
|
disconnection
| 891,261
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ceabc91c-8ebc-4480-9cc0-400b8d485894
| 2025-07-04T08:24:07
|
ai
|
Snort v2.9.20
|
high
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|high| desc=AI system training_data_poisoning by carlagarcia MITRE Technique: T1566.001 | Associated Threat Actor: Mustang Panda
|
{
"geo_location": "Kenya",
"device_hash": "f2afa971723b4b1056873dd340d909b7dce68f65",
"user_agent": "Opera/8.56.(X11; Linux x86_64; nl-NL) Presto/2.9.171 Version/11.00",
"session_id": "f54de3d3-0f8f-4274-853d-a48b29413475",
"risk_score": 14.22,
"confidence": 0.51
}
| null | null | null | null | null |
MITRE Technique: T1566.001 | Associated Threat Actor: Mustang Panda
|
AI system training_data_poisoning by carlagarcia MITRE Technique: T1566.001 | Associated Threat Actor: Mustang Panda
|
training_data_poisoning
| null | null |
carlagarcia
| null | null | null | null | null | null | null | null | null | null | null | null |
model-268f2fdc
|
985b5e3b92a31fc3d6294f73e205c469
|
bdae4233e663c40317315a59bdd0a6e27ca17930
| null | null |
124dd72c-e18a-4fa0-b2a7-73fcdf4476cb
| 2025-04-17T04:04:47
|
ai
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|high| desc=AI system model_access by woodmichael No additional info
|
{
"geo_location": "Switzerland",
"device_hash": "cd0ee46bb5107d7f6f020b53f51a599942a4c90a",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/534.30.3 (KHTML, like Gecko) Version/4.0 Safari/534.30.3",
"session_id": "e92c5579-260a-4458-acd6-d56f24943fff",
"risk_score": 50.28,
"confidence": 0.29
}
| null | null | null | null | null |
No additional info
|
AI system model_access by woodmichael No additional info
|
model_access
| null | null |
woodmichael
| null | null | null | null | null | null | null | null | null | null | null | null |
model-6599b914
|
387fdfbcff860410814c7b9693873d2e0c29b737
|
c92ea00de0d8bf1a6f92f89c998089a3
| null | null |
753a5b78-9775-4efd-8574-2736186e5ced
| 2024-06-04T20:18:59
|
auth
|
Darktrace v6.0.0
|
high
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|high| desc=Auth timeout for zgates via password from 68.144.43.4 Associated Threat Actor: BlueNoroff
|
{
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "614b4d2937060840f750f16ea86dacc5",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_5; rv:1.9.5.20) Gecko/9703-03-20 18:11:33 Firefox/3.6.9",
"session_id": "52130406-231d-4862-a8b8-e13bd96bb410",
"risk_score": 40.15,
"confidence": 0.42
}
|
68.144.43.4
| null | null | null | null |
Associated Threat Actor: BlueNoroff
|
Auth timeout for zgates via password from 68.144.43.4 Associated Threat Actor: BlueNoroff
|
timeout
| null | null |
zgates
| null | null | null | null | null | null | null | null | null | null |
password
|
0a:1f:41:5f:d9:67
| null | null | null | null | null |
4b3fd6e4-30b4-4f0e-a267-f897a21417dc
| 2025-01-28T20:06:38
|
endpoint
|
Suricata v6.0.10
|
high
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop interest by michael10 No additional info
|
{
"geo_location": "Nigeria",
"device_hash": "97e60772e2eba8a8c20c0a416a457755",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_0) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/33.0.833.0 Safari/533.0",
"session_id": "0caa9b0d-0211-46d1-b92a-cb8eaf06edd2",
"risk_score": 72.42,
"confidence": 0.08
}
| null | null | null | null | null |
No additional info
|
Endpoint process_stop interest by michael10 No additional info
|
process_stop
| null | null |
michael10
|
interest
| 5,374
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
45c93eca-6550-4b56-bce3-a0288041543c
| 2025-06-25T09:27:50
|
firewall
|
FireEye HX v4.5.0
|
medium
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine SMB traffic from 148.240.88.55:621 to 21.4.222.170:55367 No additional info
|
{
"geo_location": "Saint Martin",
"device_hash": "1bfb3e66d377e5edc5938a561c34d0980c90b90ad48b9ff099b312e42d2e0a94",
"user_agent": "Opera/8.81.(X11; Linux i686; mi-NZ) Presto/2.9.162 Version/10.00",
"session_id": "b3ad3670-b496-4a6d-99b1-c8cddbeba02e",
"risk_score": 68.52,
"confidence": 0.31
}
|
148.240.88.55
|
21.4.222.170
| null | null | null |
No additional info
|
Firewall quarantine SMB traffic from 148.240.88.55:621 to 21.4.222.170:55367 No additional info
|
quarantine
| 511,837
|
SMB
| null | null | null | null | null | null | null | null | 621
| 55,367
| 11
| null | null | null | null | null | null | null |
d234e084-e7ff-4678-95d8-cef9388ab7e9
| 2025-03-28T03:49:10
|
cloud
|
Zeek v5.0.0
|
critical
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud container_escape in OCI by robert70 No additional info
|
{
"geo_location": "Liberia",
"device_hash": "b1aa380ccc6ae54a68d56df6b080ca22",
"user_agent": "Opera/9.80.(Windows NT 4.0; the-NP) Presto/2.9.164 Version/11.00",
"session_id": "084d0162-c8fd-4e7d-8546-efd2bd6dfaee",
"risk_score": 53.23,
"confidence": 0.57
}
| null | null | null | null | null |
No additional info
|
Cloud container_escape in OCI by robert70 No additional info
|
container_escape
| null | null |
robert70
| null | null | null |
{
"baseline_deviation": 1.45,
"entropy": 3.78,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-186a171c
|
9a00e1ff-df2d-4940-8d44-a8ee93010355
| 2025-04-11T10:21:25
|
ai
|
Tanium v7.4.0
|
medium
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by figueroastephen Associated Threat Actor: Inception Framework | Unconventional IOC: Bios timestamp anomalies
|
{
"geo_location": "Eritrea",
"device_hash": "b5f2cc8489413aabdc25144dbf33e31a",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_5 rv:5.0; si-LK) AppleWebKit/533.42.7 (KHTML, like Gecko) Version/5.1 Safari/533.42.7",
"session_id": "238a2acf-294d-4ce1-b35a-78a3d1f92c3b",
"risk_score": 48.02,
"confidence": 0.64
}
| null | null | null | null | null |
Associated Threat Actor: Inception Framework | Unconventional IOC: Bios timestamp anomalies
|
AI system adversarial_input by figueroastephen Associated Threat Actor: Inception Framework | Unconventional IOC: Bios timestamp anomalies
|
adversarial_input
| null | null |
figueroastephen
| null | null | null | null | null | null | null | null | null | null | null | null |
model-4ea5f70c
|
4b979bc7664835df2941f12c937cc479ae7f921f
|
d7859bc7effebee83b18fa4de7bcc344fe00e937090fe3b9c63c5a9203613468
| null | null |
5b9b40b0-322e-40e6-8a4d-88f2c27905bb
| 2025-03-10T12:17:40
|
ids_alert
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|high| desc=Wazuh Alert: Zero-Day Exploit detected from 219.182.41.45 targeting 5.22.179.250 No additional info
|
{
"geo_location": "Libyan Arab Jamahiriya",
"device_hash": "9a2b7917e7fe64d4d20a6ab3fb3531f0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.0; Trident/5.1)",
"session_id": "834f47ed-3459-4bf8-9b04-c8c5b852c931",
"risk_score": 78.6,
"confidence": 0.8
}
|
219.182.41.45
|
5.22.179.250
|
Zero-Day Exploit
|
SIG-2907
|
Malware
|
No additional info
|
Wazuh Alert: Zero-Day Exploit detected from 219.182.41.45 targeting 5.22.179.250 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9b627fa1-28b6-45ad-aa11-e0b0d217e40e
| 2025-03-10T02:11:49
|
iot
|
QRadar v7.5.0
|
info
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|info| desc=IoT device Camera protocol_violation No additional info
|
{
"geo_location": "Ethiopia",
"device_hash": "23766beaf66753d1cbcf4711458660b6861d4c997ab31ae6e958737a4bc7b7cb",
"user_agent": "Opera/9.96.(X11; Linux i686; pl-PL) Presto/2.9.188 Version/12.00",
"session_id": "7468d501-aa2c-4c50-98ec-00345f67f187",
"risk_score": 63.21,
"confidence": 0.89
}
| 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-bddd6b0e
|
10.6
| null | null | null | null | null | null | null | null | null | null |
e77671e7-be53-4ff9-9a74-b75add42f2bb
| 2025-01-25T05:04:16
|
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: DDoS detected from 53.13.221.241 targeting 73.119.124.122 MITRE Technique: T1204.002 noise=reason|stand|indicate
|
{
"geo_location": "Niger",
"device_hash": "737b846e4cbdda668c47c07e1a0c8660910186d0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 10.0; Trident/5.1)",
"session_id": "cecbdc70-1cee-4c82-83f1-e1d49e251146",
"risk_score": 50.81,
"confidence": 0.13
}
|
53.13.221.241
|
73.119.124.122
|
DDoS
|
SIG-4994
|
Recon
|
MITRE Technique: T1204.002
|
Elastic SIEM Alert: DDoS detected from 53.13.221.241 targeting 73.119.124.122 MITRE Technique: T1204.002
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ce5a0168-aa6b-432c-a4d3-3639ec166717
| 2025-01-29T11:51:57
|
endpoint
|
Palo Alto Cortex v3.0.0
|
medium
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint service_install /cultural/radio.mp3 by michaeldalton No additional info
|
{
"geo_location": "Luxembourg",
"device_hash": "a45d9fcc80257db0e7afed4fd2136b833e956156773849de5c5d86bab1a202dd",
"user_agent": "Opera/9.67.(Windows NT 6.2; iu-CA) Presto/2.9.170 Version/12.00",
"session_id": "a5f3a500-ba4c-40d2-bea0-449a3aa244b9",
"risk_score": 74.21,
"confidence": 0.06
}
| null | null | null | null | null |
No additional info
|
Endpoint service_install /cultural/radio.mp3 by michaeldalton No additional info
|
service_install
| null | null |
michaeldalton
|
/cultural/radio.mp3
| 1,692
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
96206f7e-b6e6-48dc-ba66-746d0a3b3523
| 2025-04-22T17:58:46
|
iot
|
QRadar v7.5.0
|
low
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|low| desc=IoT device Medical firmware_update MITRE Technique: T1190
|
{
"geo_location": "Norway",
"device_hash": "d93e687467eaebc8e52f64930242adf2ba0c5588e4654775d2f3f3d4c6072f4f",
"user_agent": "Mozilla/5.0 (Windows 95) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/32.0.894.0 Safari/531.2",
"session_id": "eb679da6-b8a5-4650-9d61-2d6060a103bc",
"risk_score": 53.79,
"confidence": 0.04
}
| null | null | null | null | null |
MITRE Technique: T1190
|
IoT device Medical firmware_update MITRE Technique: T1190
|
firmware_update
| null | null | null | null | null | null |
{
"baseline_deviation": 1.97,
"entropy": 7.98,
"frequency_anomaly": true,
"sequence_anomaly": false
}
|
Medical
|
iot-3c645173
|
1.3
| null | null | null | null | null | null | null | null | null | null |
9263a674-1366-47bb-a02a-c9659ae848e5
| 2022-01-31T16:04:05
|
auth
|
LogRhythm v7.5.0
|
medium
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for kwilliams via SAML from 10.121.135.162 MITRE Technique: T1071.001
|
{
"geo_location": "Israel",
"device_hash": "f4c3393c77a4b519ddc91c5a5a118763",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 98; Win 9x 4.90; Trident/4.1)",
"session_id": "90de1a36-c265-4a51-9c67-1374c0e84d3a",
"risk_score": 63.02,
"confidence": 0.22
}
|
10.121.135.162
| null | null | null | null |
MITRE Technique: T1071.001
|
Auth timeout for kwilliams via SAML from 10.121.135.162 MITRE Technique: T1071.001
|
timeout
| null | null |
kwilliams
| null | null | null | null | null | null | null | null | null | null |
SAML
|
3a:90:33:0c:94:71
| null | null | null | null | null |
8c0d36f4-e263-44db-a74a-41fff48807d0
| 2025-03-22T20:56:40
|
cloud
|
QRadar v7.5.0
|
medium
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in AWS by mejiatammy No additional info
|
{
"geo_location": "Bermuda",
"device_hash": "83490922b2d51091bb939875db8124553f0c739b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/533.40.7 (KHTML, like Gecko) Version/4.0.5 Safari/533.40.7",
"session_id": "af3ff77e-2bb7-4480-a23f-35a069a66dd9",
"risk_score": 47.61,
"confidence": 0.56
}
| null | null | null | null | null |
No additional info
|
Cloud shadow_it in AWS by mejiatammy No additional info
|
shadow_it
| null | null |
mejiatammy
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-abd64d23
|
b3b01363-d5a1-4ee9-b2a5-e6bef6ec47ef
| 2025-04-28T17:50:09
|
ai
|
Elastic SIEM v8.9.0
|
low
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|low| desc=AI system training_data_poisoning by rsmith No additional info
|
{
"geo_location": "Switzerland",
"device_hash": "7879aaa7306300bcb918b50ab193fef7ae68f8ba",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/4.0)",
"session_id": "a9162dcd-91b3-4154-9a26-6d3cdbaeebcb",
"risk_score": 52.45,
"confidence": 0.43
}
| null | null | null | null | null |
No additional info
|
AI system training_data_poisoning by rsmith No additional info
|
training_data_poisoning
| null | null |
rsmith
| null | null | null | null | null | null | null | null | null | null | null | null |
model-be1f15ca
|
b706e5d9979d3bcc6d8149b74f6374f4bec48819273fdd6d36aba975681670fc
|
ce265e3ec68ee37b86362df71f3d75416954d837
| null | null |
963babfb-4327-478d-bbf5-012e22d9f6b3
| 2025-06-20T15:35:04
|
ids_alert
|
Carbon Black v7.8.0
|
emergency
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|emergency| desc=Carbon Black Alert: AI Model Poisoning detected from 190.146.187.176 targeting 155.145.206.242 No additional info
|
{
"geo_location": "American Samoa",
"device_hash": "5ab963645721d8c41145146e699d851ef0f00d21",
"user_agent": "Opera/9.42.(X11; Linux x86_64; ha-NG) Presto/2.9.160 Version/11.00",
"session_id": "131e3d18-9403-48c0-a289-eb0d960efeed",
"risk_score": 67.54,
"confidence": 0.58
}
|
190.146.187.176
|
155.145.206.242
|
AI Model Poisoning
|
SIG-1405
|
Exploit
|
No additional info
|
Carbon Black Alert: AI Model Poisoning detected from 190.146.187.176 targeting 155.145.206.242 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
575d9c69-54ae-42d0-9524-ab4204a61cdb
| 2025-04-06T10:50:08
|
iot
|
Darktrace v6.0.0
|
info
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor battery_drain No additional info
|
{
"geo_location": "Iran",
"device_hash": "835b44d6354a2be0a29772f318b1dab9",
"user_agent": "Opera/8.19.(Windows NT 11.0; ayc-PE) Presto/2.9.181 Version/11.00",
"session_id": "e00cf7c6-080c-4f1d-abee-7debe80c788f",
"risk_score": 42.49,
"confidence": 1
}
| null | null | null | null | null |
No additional info
|
IoT device Sensor battery_drain No additional info
|
battery_drain
| null | null | null | null | null | null | null |
Sensor
|
iot-a326ff07
|
6.1
| null | null | null | null | null | null | null | null | null | null |
58ff98f5-fd8a-44c4-be85-13017d608503
| 2025-04-18T05:35:40
|
auth
|
Microsoft Sentinel v1.0.0
|
low
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|auth|low| desc=Auth timeout for dianamaxwell via key from 108.246.230.79 No additional info
|
{
"geo_location": "Tunisia",
"device_hash": "b5f4cebe5649647c06c2a3cc498d73c882bd7acd866b399dcda453c5659fd530",
"user_agent": "Mozilla/5.0 (Android 4.2.1; Mobile; rv:46.0) Gecko/46.0 Firefox/46.0",
"session_id": "f6de9a8e-6b45-4182-8f96-30e75aece996",
"risk_score": 48.38,
"confidence": 0.35
}
|
108.246.230.79
| null | null | null | null |
No additional info
|
Auth timeout for dianamaxwell via key from 108.246.230.79 No additional info
|
timeout
| null | null |
dianamaxwell
| null | null | null | null | null | null | null | null | null | null |
key
|
e9:89:5a:53:56:cd
| null | null | null | null | null |
0f7409b7-a78f-4916-a9dd-ef812a2a1230
| 2025-06-06T22:54:10
|
endpoint
|
Microsoft Sentinel v1.0.0
|
low
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_start /read/set.wav by johndavis No additional info
|
{
"geo_location": "Algeria",
"device_hash": "d9e9d0d855b8b535ccbb4999a4cedaeb703c4acc",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/4148-01-14 02:32:19 Firefox/3.6.11",
"session_id": "0caa830c-9ed9-4686-a478-0fac350e39d2",
"risk_score": 39.25,
"confidence": 0.28
}
| null | null | null | null | null |
No additional info
|
Endpoint process_start /read/set.wav by johndavis No additional info
|
process_start
| null | null |
johndavis
|
/read/set.wav
| 4,365
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
23c72f38-5ebf-4c3e-b529-7e9460fcdad6
| 2025-02-27T08:46:29
|
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 GCP by latashacollins No additional info
|
{
"geo_location": "North Korea",
"device_hash": "ffef436516688dcd517216de38bbd3f2",
"user_agent": "Opera/8.61.(X11; Linux i686; lzh-TW) Presto/2.9.187 Version/12.00",
"session_id": "663a4fca-fca0-46c5-8b78-67076093e0cf",
"risk_score": 72.61,
"confidence": 0.01
}
| null | null | null | null | null |
No additional info
|
Cloud storage_access in GCP by latashacollins No additional info
|
storage_access
| null | null |
latashacollins
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-754fa891
|
630b15fb-d36a-487d-8575-2c76b477557d
| 2025-03-11T03:41:16
|
endpoint
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|info| desc=Endpoint wmi_exec cultural by stephaniebyrd No additional info
|
{
"geo_location": "Bulgaria",
"device_hash": "e9ccb1ed085f49fe250a555aa4d6c4fb",
"user_agent": "Opera/8.14.(Windows NT 5.0; ku-TR) Presto/2.9.185 Version/10.00",
"session_id": "b1cb6732-6d32-4939-b9a7-99a66fd36fa7",
"risk_score": 41.79,
"confidence": 0.92
}
| null | null | null | null | null |
No additional info
|
Endpoint wmi_exec cultural by stephaniebyrd No additional info
|
wmi_exec
| null | null |
stephaniebyrd
|
cultural
| 9,934
|
cmd.exe
|
{
"baseline_deviation": 2.5,
"entropy": 6.77,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
cfa585c0-0468-47bd-b028-a21184fd6925
| 2025-02-25T12:41:09
|
network
|
Darktrace v6.0.0
|
info
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|info| desc=Network latency_spike from 20.34.215.111 to 173.235.111.72 No additional info
|
{
"geo_location": "New Caledonia",
"device_hash": "0e1afaf663727f031f82a107411bb92a7108bd89",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 9_3_6 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) FxiOS/13.6a4220.0 Mobile/59T375 Safari/533.2",
"session_id": "e618a455-5569-4797-858a-496eb13eed51",
"risk_score": 52.84,
"confidence": 0.24
}
|
20.34.215.111
|
173.235.111.72
| null | null | null |
No additional info
|
Network latency_spike from 20.34.215.111 to 173.235.111.72 No additional info
|
latency_spike
| 559,858
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
637684a9-de72-44bc-98d7-9411499dd138
| 2025-07-09T11:33:39
|
ids_alert
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|medium| desc=Trellix Alert: Fileless Attack detected from 17.161.234.36 targeting 104.10.143.81 No additional info
|
{
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "b1ddd67504eac541a6361da6d4906da232fc6c20abc3011051798d632f0af144",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/5.1)",
"session_id": "97753fe9-b311-45a6-bd08-c98c0895a36e",
"risk_score": 41.5,
"confidence": 0.76
}
|
17.161.234.36
|
104.10.143.81
|
Fileless Attack
|
SIG-1386
|
Exploit
|
No additional info
|
Trellix Alert: Fileless Attack detected from 17.161.234.36 targeting 104.10.143.81 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d524a8d5-56a0-4e39-9210-2ddfcb92faa9
| 2025-01-18T22:10:46
|
cloud
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|high| desc=Cloud api_abuse in AWS by jeremy47 No additional info
|
{
"geo_location": "Moldova",
"device_hash": "c9647c367a5782e47197ad863b4cb108ba4dbe6f",
"user_agent": "Mozilla/5.0 (Windows 95) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/52.0.868.0 Safari/534.1",
"session_id": "ee4255bc-1004-4c57-985a-afe508a58e85",
"risk_score": 75.08,
"confidence": 0.62
}
| null | null | null | null | null |
No additional info
|
Cloud api_abuse in AWS by jeremy47 No additional info
|
api_abuse
| null | null |
jeremy47
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-1beac0ee
|
de5a5f8d-6378-45a6-a546-1f701e6a6aa2
| 2025-05-08T18:44:55
|
ids_alert
|
Wazuh v4.5.0
|
critical
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|critical| desc=Wazuh Alert: Supply Chain Compromise detected from 212.234.60.239 targeting 153.181.193.26 MITRE Technique: T1053.005
|
{
"geo_location": "Dominica",
"device_hash": "2099d14e11979061aff7085c5fac86ca81a8b9d2",
"user_agent": "Mozilla/5.0 (Android 14; Mobile; rv:48.0) Gecko/48.0 Firefox/48.0",
"session_id": "cac2385d-f505-4f09-8c84-57f0a1e1be76",
"risk_score": 32.52,
"confidence": 0.6
}
|
212.234.60.239
|
153.181.193.26
|
Supply Chain Compromise
|
SIG-8230
|
Evasion
|
MITRE Technique: T1053.005
|
Wazuh Alert: Supply Chain Compromise detected from 212.234.60.239 targeting 153.181.193.26 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 |
8055050c-2ef6-4aad-a595-977f9909dc17
| 2025-06-20T19:41:50
|
endpoint
|
Palo Alto Cortex v3.0.0
|
low
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection hour by arnoldaaron No additional info
|
{
"geo_location": "Seychelles",
"device_hash": "b3708a1866a5df7437a2b8ef6412036023b03562e373f7fd75f70c399cd71502",
"user_agent": "Opera/8.56.(Windows NT 5.1; ur-IN) Presto/2.9.183 Version/10.00",
"session_id": "e8aa0b7d-4f63-4b1e-82f6-4d0933c64c39",
"risk_score": 32.88,
"confidence": 0.33
}
| null | null | null | null | null |
No additional info
|
Endpoint memory_injection hour by arnoldaaron No additional info
|
memory_injection
| null | null |
arnoldaaron
|
hour
| 8,394
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e483a94e-c101-44d0-8320-ccd9723505a6
| 2025-05-02T19:04:08
|
cloud
|
Darktrace v6.0.0
|
low
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in OCI by sanchezadrian MITRE Technique: T1204.002 noise=UG9saWNlLg==
|
{
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "65047658ceea6d20592dfe6a468a6dce04e50de40d90d4834aebdeafac00b921",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 95; Trident/5.0)",
"session_id": "863344eb-cb30-4e6e-bc15-f52d93f5f339",
"risk_score": 51.8,
"confidence": 0.14
}
| null | null | null | null | null |
MITRE Technique: T1204.002
|
Cloud api_abuse in OCI by sanchezadrian MITRE Technique: T1204.002
|
api_abuse
| null | null |
sanchezadrian
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-287e6d57
|
59c5330d-0bc3-4972-ab4b-76965494a516
| 2025-02-16T09:51:44
|
iot
|
CrowdStrike v6.45.0
|
high
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|high| desc=IoT device Sensor battery_drain MITRE Technique: T1059.005 | Associated Threat Actor: Scattered Spider
|
{
"geo_location": "Austria",
"device_hash": "670bb106dc640202b083688030510576",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/52.0.812.0 Safari/532.1",
"session_id": "8dac9f85-02a4-4e0b-9b0e-ae5e450e12dd",
"risk_score": 39.79,
"confidence": 0.13
}
| null | null | null | null | null |
MITRE Technique: T1059.005 | Associated Threat Actor: Scattered Spider
|
IoT device Sensor battery_drain MITRE Technique: T1059.005 | Associated Threat Actor: Scattered Spider
|
battery_drain
| null | null | null | null | null | null | null |
Sensor
|
iot-0d6e8345
|
7.6
| null | null | null | null | null | null | null | null | null | null |
570eca05-78c5-49f1-8ee7-e9be7f8f5c0c
| 2029-01-07T06:43:58
|
cloud
|
Zeek v5.0.0
|
high
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|high| desc=Cloud lambda_execution in OCI by danielbailey No additional info
|
{
"geo_location": "Equatorial Guinea",
"device_hash": "b18b32271b0e7d26b44a09eaf2328e9dc098d63b9a90464cb0b5e94bd421319c",
"user_agent": "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/14.0.835.0 Safari/535.1",
"session_id": "292290cc-186a-4d1e-baae-f4bce1a1ec15",
"risk_score": 39.66,
"confidence": 0.24
}
| null | null | null | null | null |
No additional info
|
Cloud lambda_execution in OCI by danielbailey No additional info
|
lambda_execution
| null | null |
danielbailey
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-7bb7502a
|
b081042d-aa1a-4ace-824d-6a9d6cf0aead
| 2025-02-04T10:11:15
|
auth
|
Palo Alto Cortex v3.0.0
|
low
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|low| desc=Auth challenge for denise36 via MFA from 185.242.104.2 No additional info noise=pattern|trouble|method
|
{
"geo_location": "China",
"device_hash": "599e509bac0b68561437ed86235d4140",
"user_agent": "Opera/9.29.(Windows CE; ca-AD) Presto/2.9.184 Version/12.00",
"session_id": "3d5b33f1-fb35-4949-95eb-4f2d78f7d28d",
"risk_score": 55.55,
"confidence": 0.28
}
|
185.242.104.2
| null | null | null | null |
No additional info
|
Auth challenge for denise36 via MFA from 185.242.104.2 No additional info
|
challenge
| null | null |
denise36
| null | null | null | null | null | null | null | null | null | null |
MFA
|
54:2f:d6:1b:a2:bd
| null | null | null | null | null |
5406809f-3497-4822-97fb-39aa3534a61a
| 2025-03-23T11:57:30
|
cloud
|
Tanium v7.4.0
|
medium
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|medium| desc=Cloud shadow_it in AWS by william85 No additional info
|
{
"geo_location": "Ecuador",
"device_hash": "4f5f418b9357ecf1e39e17d64429a4e88644f47d2d1ce9993b1b2beaf5f3c5f0",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_9_4) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/48.0.846.0 Safari/536.0",
"session_id": "820546a2-2b85-48c3-b05c-fb077a89a1bb",
"risk_score": 50.98,
"confidence": 0.84
}
| null | null | null | null | null |
No additional info
|
Cloud shadow_it in AWS by william85 No additional info
|
shadow_it
| null | null |
william85
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-88a645f5
|
e1d17965-70c6-447d-a991-151ed2071b27
| 2025-03-27T09:35:09
|
endpoint
|
Zeek v5.0.0
|
critical
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint file_access those by michaelmorrison No additional info
|
{
"geo_location": "Barbados",
"device_hash": "edb95d1ff7807dafcb7e1a6a1796eb202a6b5681",
"user_agent": "Opera/9.42.(X11; Linux i686; cmn-TW) Presto/2.9.186 Version/11.00",
"session_id": "82ef7d1f-d711-4f68-920e-85cb0a74cec8",
"risk_score": 41,
"confidence": 0.21
}
| null | null | null | null | null |
No additional info
|
Endpoint file_access those by michaelmorrison No additional info
|
file_access
| null | null |
michaelmorrison
|
those
| 6,753
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
23d25989-550e-4d98-a7d3-86cad4472384
| 2025-04-22T09:14:14
|
iot
|
ArcSight v7.4.0
|
info
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor physical_tamper No additional info
|
{
"geo_location": "Ukraine",
"device_hash": "5e2627a84e744e41569305e809f465cd1d24453e5ea52c786e15bad256699d55",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.01; Trident/3.1)",
"session_id": "d66ceb66-686a-4191-a5ab-39a7e43e27c4",
"risk_score": 38.28,
"confidence": 0.95
}
| null | null | null | null | null |
No additional info
|
IoT device Sensor physical_tamper No additional info
|
physical_tamper
| null | null | null | null | null | null | null |
Sensor
|
iot-4b9c9476
|
9.8
| null | null | null | null | null | null | null | null | null | null |
38e1f1fd-612e-4044-af10-ea4e389dded8
| 2025-02-16T13:09:41
|
network
|
Snort v2.9.20
|
critical
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|network|critical| desc=Network covert_channel from 144.101.36.223 to 126.17.255.10 Associated Threat Actor: Wizard Spider
|
{
"geo_location": "Jordan",
"device_hash": "b937d81f28b9218cf9094c235ebaf3dfb7aba184",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_5) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/47.0.887.0 Safari/535.2",
"session_id": "f5fd192e-dcea-4894-aaaa-3dcf86364a59",
"risk_score": 34.01,
"confidence": 0.05
}
|
144.101.36.223
|
126.17.255.10
| null | null | null |
Associated Threat Actor: Wizard Spider
|
Network covert_channel from 144.101.36.223 to 126.17.255.10 Associated Threat Actor: Wizard Spider
|
covert_channel
| 929,287
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
525207b4-cd2f-4aa6-8632-df2b7dad7eda
| 2026-08-17T23:49:30
|
cloud
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in AWS by veronica84 Associated Threat Actor: APT37
|
{
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "f0b72597b914b875e885c0a7c3b4d53a14b1aeee",
"user_agent": "Mozilla/5.0 (Windows NT 11.0; bem-ZM; rv:1.9.0.20) Gecko/2123-07-06 03:51:15 Firefox/15.0",
"session_id": "537719cd-be06-4b07-8f92-ca8c59ef1024",
"risk_score": 52.52,
"confidence": 0.68
}
| null | null | null | null | null |
Associated Threat Actor: APT37
|
Cloud lambda_execution in AWS by veronica84 Associated Threat Actor: APT37
|
lambda_execution
| null | null |
veronica84
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-294bb0a1
|
b0c97e50-e42c-4775-a4f5-1ddffd78540b
| 2025-06-30T19:25:23
|
iot
|
Carbon Black v7.8.0
|
medium
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC battery_drain MITRE Technique: T1059.001
|
{
"geo_location": "Montenegro",
"device_hash": "34d89eea823f4a0eb0c412aa2686ed9cb1ae5c9fdabb06c66fc620661dd3b8a9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/5.0)",
"session_id": "f3884710-d93c-4b8e-afe6-3e81c8d2f33b",
"risk_score": 72.32,
"confidence": 0.38
}
| null | null | null | null | null |
MITRE Technique: T1059.001
|
IoT device HVAC battery_drain MITRE Technique: T1059.001
|
battery_drain
| null | null | null | null | null | null | null |
HVAC
|
iot-68359971
|
8.6
| null | null | null | null | null | null | null | null | null | null |
657860be-4bac-44a8-984d-84849b5c4815
| 2025-06-05T18:30:23
|
ids_alert
|
Carbon Black v7.8.0
|
medium
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|medium| desc=Carbon Black Alert: MFA Bypass detected from 110.225.89.78 targeting 76.77.5.173 No additional info
|
{
"geo_location": "Western Sahara",
"device_hash": "13762033bbd2d1e4a13d9ba5313063f315d40ff0fe8ab59eef54fc9c77f5066d",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/9750-04-01 23:08:17 Firefox/3.6.17",
"session_id": "3092812f-8a01-4518-844d-e3353f9d6e4f",
"risk_score": 38.32,
"confidence": 0.53
}
|
110.225.89.78
|
76.77.5.173
|
MFA Bypass
|
SIG-4269
|
Recon
|
No additional info
|
Carbon Black Alert: MFA Bypass detected from 110.225.89.78 targeting 76.77.5.173 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c90752e8-c5f3-4618-83f4-6068ed316cec
| 2025-02-28T06:22:02
|
network
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 91.3.170.71 to 128.81.159.40 MITRE Technique: T1110.003
|
{
"geo_location": "Costa Rica",
"device_hash": "90ad3cc56b45f787ae967bce02b9dd1649c1ea0c24b7636f4688bd757665e1c6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 10.0; Trident/5.1)",
"session_id": "f4e523b2-557a-4db6-85bf-fc6521b3f285",
"risk_score": 30.88,
"confidence": 0.96
}
|
91.3.170.71
|
128.81.159.40
| null | null | null |
MITRE Technique: T1110.003
|
Network latency_spike from 91.3.170.71 to 128.81.159.40 MITRE Technique: T1110.003
|
latency_spike
| 775,732
|
ICMP
| null | null | null | null |
{
"baseline_deviation": 2.9,
"entropy": 2.01,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
380a8a03-ea5f-44cc-8744-6c61c92c7b63
| 2025-02-26T21:38:19
|
ai
|
Tanium v7.4.0
|
info
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|info| desc=AI system model_access by michelle14 No additional info noise=E40B597E
|
{
"geo_location": "Peru",
"device_hash": "4037bded6a66dd3cf6b33c6bdafeef958abd0a44",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/4.0)",
"session_id": "01cef16b-2a6a-4a5e-94d4-9d7c3da65332",
"risk_score": 48.13,
"confidence": 0.74
}
| null | null | null | null | null |
No additional info
|
AI system model_access by michelle14 No additional info
|
model_access
| null | null |
michelle14
| null | null | null | null | null | null | null | null | null | null | null | null |
model-881ae745
|
636c9b8e1caa93d737901089210774b8336c821e52a383a6fafa6d6ded87f2c0
|
066d43c1bce30801ded9c8da27e0b859768e30eb7e3bb582c920c5ba773b6ccf
| null | null |
e7b56a82-f92c-476a-8c10-b2f3852c1841
| 2025-07-05T02:29:45
|
network
|
Palo Alto Cortex v3.0.0
|
medium
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|medium| desc=Network connection from 61.1.239.139 to 10.107.182.56 No additional info
|
{
"geo_location": "Chile",
"device_hash": "f29da5a30d80d1f98948b86b5d02ce0656d65a4f00660d4c61e82bfd7c17dc33",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_7) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/62.0.880.0 Safari/531.2",
"session_id": "e46c6171-2494-4c9b-8a89-7b2079782523",
"risk_score": 54.78,
"confidence": 0.86
}
|
61.1.239.139
|
10.107.182.56
| null | null | null |
No additional info
|
Network connection from 61.1.239.139 to 10.107.182.56 No additional info
|
connection
| 210,976
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d637d85d-04a5-47a5-9968-07bc216e691b
| 2025-05-21T11:04:38
|
network
|
LogRhythm v7.5.0
|
critical
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|critical| desc=Network covert_channel from 183.14.138.88 to 81.44.240.242 No additional info
|
{
"geo_location": "Togo",
"device_hash": "e0680e39e99618b096334b44bac383d64ca9cee7a8a610a4320e3caab65af5dc",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_2) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/26.0.838.0 Safari/531.2",
"session_id": "e01ec5fd-6ae4-44cf-9089-aa819157f7a5",
"risk_score": 56.31,
"confidence": 0.26
}
|
183.14.138.88
|
81.44.240.242
| null | null | null |
No additional info
|
Network covert_channel from 183.14.138.88 to 81.44.240.242 No additional info
|
covert_channel
| 878,474
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9cb02803-6b81-4c3f-95e1-74fc0046b348
| 2025-05-23T00:29:56
|
ai
|
Splunk v9.0.2
|
critical
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by katrina06 No additional info
|
{
"geo_location": "San Marino",
"device_hash": "c71a7c5485e748811feae1871733822f06dfc581",
"user_agent": "Opera/9.70.(Windows NT 5.01; sd-PK) Presto/2.9.166 Version/10.00",
"session_id": "d36c234c-8247-4c18-b2cc-b7703e7030dc",
"risk_score": 52.71,
"confidence": 0.27
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by katrina06 No additional info
|
model_inversion
| null | null |
katrina06
| null | null | null |
{
"baseline_deviation": 1.08,
"entropy": 6.29,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null |
model-e1e80a00
|
e3b22c5e67a571daff96eccd8be5af79d44d8e24
|
db2d1ffd944cdf5e43c507dadbdc4a60
| null | null |
0c4a6a03-649d-4ce4-8b34-a78bf7d21f6f
| 2025-04-26T12:02:15
|
network
|
Elastic SIEM v8.9.0
|
high
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|high| desc=Network latency_spike from 53.183.122.15 to 9.250.26.21 No additional info noise=TWlkZGxlLg==
|
{
"geo_location": "Burkina Faso",
"device_hash": "ab9c964bcdea8682b176ba842d0a0b92",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; ts-ZA; rv:1.9.1.20) Gecko/6220-06-27 01:56:48 Firefox/15.0",
"session_id": "909b94ca-2553-44af-a435-52dd1f4bb11a",
"risk_score": 30.53,
"confidence": 0.07
}
|
53.183.122.15
|
9.250.26.21
| null | null | null |
No additional info
|
Network latency_spike from 53.183.122.15 to 9.250.26.21 No additional info
|
latency_spike
| 694,770
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2302580a-5b9d-40d5-a51c-ab70fe6a87d8
| 2030-06-03T10:31:24
|
firewall
|
Wazuh v4.5.0
|
critical
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall log-only UDP traffic from 157.216.89.188:791 to 6.97.98.44:678 No additional info
|
{
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "a65bc887547c6c6e3d8b4f7c553b771b",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_4; rv:1.9.6.20) Gecko/8982-11-06 18:54:23 Firefox/9.0",
"session_id": "055cde4b-027f-4d39-b581-d1a3322c1da3",
"risk_score": 8.87,
"confidence": 0.64
}
|
157.216.89.188
|
6.97.98.44
| null | null | null |
No additional info
|
Firewall log-only UDP traffic from 157.216.89.188:791 to 6.97.98.44:678 No additional info
|
log-only
| 758,310
|
UDP
| null | null | null | null | null | null | null | null | 791
| 678
| 1,012
| null | null | null | null | null | null | null |
041bf50a-69c9-47fa-b45f-d4ef524c902e
| 2025-05-23T12:42:20
|
firewall
|
CrowdStrike v6.45.0
|
medium
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine SMB traffic from 188.63.82.130:1023 to 58.156.169.234:599 No additional info
|
{
"geo_location": "Czech Republic",
"device_hash": "868f4262d787c4e6fb957d134746bf46",
"user_agent": "Opera/8.36.(Windows NT 11.0; ja-JP) Presto/2.9.170 Version/10.00",
"session_id": "1b9125be-d1e1-47e6-baba-a0c810464c0f",
"risk_score": 71.4,
"confidence": 0.07
}
|
188.63.82.130
|
58.156.169.234
| null | null | null |
No additional info
|
Firewall quarantine SMB traffic from 188.63.82.130:1023 to 58.156.169.234:599 No additional info
|
quarantine
| 80,035
|
SMB
| null | null | null | null | null | null | null | null | 1,023
| 599
| 1,169
| null | null | null | null | null | null | null |
0d9eb4c2-8c75-45c0-b1f6-f6aa9280638d
| 2025-01-25T04:22:46
|
ids_alert
|
QRadar v7.5.0
|
emergency
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=QRadar Alert: ICS Attack detected from 166.203.105.165 targeting N/A Obfuscated payload detected
|
{
"geo_location": "Jordan",
"device_hash": "11b7ceff79a4ea7975f7e1bf90e1d40e7b1fbd8c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.0; Trident/4.1)",
"session_id": "0636677f-8f32-40d3-95b5-330069f344a4",
"risk_score": 3.66,
"confidence": 0.11
}
|
166.203.105.165
|
N/A
|
ICS Attack
|
SIG-8428
|
Malware
|
Obfuscated payload detected
|
QRadar Alert: ICS Attack detected from 166.203.105.165 targeting N/A Obfuscated payload detected
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5e21f680-f75d-4e7b-98a4-24a896c51440
| 2025-05-21T17:58:29
|
endpoint
|
QRadar v7.5.0
|
critical
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint powershell_exec control by kwilliamson Unconventional IOC: CPU microcode changes
|
{
"geo_location": "Madagascar",
"device_hash": "c046234c4573159e5920fc8007e7484efd3099bf",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/531.25.4 (KHTML, like Gecko) Version/5.1 Safari/531.25.4",
"session_id": "b77fd11c-cd25-4fe4-a0ef-4f4c01d07a21",
"risk_score": 41.89,
"confidence": 0.28
}
| null | null | null | null | null |
Unconventional IOC: CPU microcode changes
|
Endpoint powershell_exec control by kwilliamson Unconventional IOC: CPU microcode changes
|
powershell_exec
| null | null |
kwilliamson
|
control
| 4,788
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bdbe0bb2-136b-43f9-9574-8f6bf85db625
| 2025-03-16T16:40:33
|
ai
|
Palo Alto Cortex v3.0.0
|
high
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ai|high| desc=AI system fine_tuning by tonyamorris No additional info
|
{
"geo_location": "Niue",
"device_hash": "0e6b84445aa7f9185758b4b7b54a085bb295ee0c",
"user_agent": "Opera/9.64.(Windows NT 4.0; oc-FR) Presto/2.9.163 Version/10.00",
"session_id": "348439d5-fe6c-4cfb-9ff8-f0c9475c5e18",
"risk_score": 53.31,
"confidence": 0.32
}
| null | null | null | null | null |
No additional info
|
AI system fine_tuning by tonyamorris No additional info
|
fine_tuning
| null | null |
tonyamorris
| null | null | null | null | null | null | null | null | null | null | null | null |
model-e2fe1812
|
181627ab2b3e1dd7ce09a93e9cd094c9bc3b7400139eff4b0d20f45d265156e6
|
3200d937b284997ce8f5911fd27d9a54
| null | null |
d3d7deee-6ef7-4000-abb9-1e5a98e42a04
| 2025-06-25T08:17:46
|
ai
|
CrowdStrike v6.45.0
|
high
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|high| desc=AI system membership_inference by martinezwilliam No additional info
|
{
"geo_location": "United Arab Emirates",
"device_hash": "1602a6b2ec144fa3224af38d49284a92",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; bo-CN) AppleWebKit/531.28.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6531.28.6",
"session_id": "6a569316-a6c5-437f-b0a7-9c8788d0b3ad",
"risk_score": 61.13,
"confidence": 0.02
}
| null | null | null | null | null |
No additional info
|
AI system membership_inference by martinezwilliam No additional info
|
membership_inference
| null | null |
martinezwilliam
| null | null | null | null | null | null | null | null | null | null | null | null |
model-bfa48d2a
|
af2978588f16588479b5d02676aee89ba2ba427b
|
7af094b33b0d4512e1a41159407421b2
| null | null |
eb4098b0-25f3-4a69-b5e8-e75394d36bc3
| 2025-01-17T11:35:19
|
endpoint
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|high| desc=Endpoint registry_change /natural/store.flac by johnsonsteven MITRE Technique: T1566.001 | Unconventional IOC: Unusual DNS TXT records
|
{
"geo_location": "Croatia",
"device_hash": "3a33c2d56af7f6538d7a9abfd5d6e87f1b198214",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/3.0)",
"session_id": "d92d09cf-4476-4906-8162-5dc78c13af11",
"risk_score": 50.38,
"confidence": 0.19
}
| null | null | null | null | null |
MITRE Technique: T1566.001 | Unconventional IOC: Unusual DNS TXT records
|
Endpoint registry_change /natural/store.flac by johnsonsteven MITRE Technique: T1566.001 | Unconventional IOC: Unusual DNS TXT records
|
registry_change
| null | null |
johnsonsteven
|
/natural/store.flac
| 952
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9c961842-5276-47fd-82d8-899cff61806e
| 2025-03-05T17:40:38
|
endpoint
|
CrowdStrike v6.45.0
|
info
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|info| desc=Endpoint wmi_exec /political/officer.css by garysmith MITRE Technique: T1134.001
|
{
"geo_location": "Saint Martin",
"device_hash": "944ae53be47646af365cf4e5fc1fa43c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; gv-GB) AppleWebKit/535.17.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6535.17.4",
"session_id": "1b4f3412-9a8e-4b2c-94d5-fee65c40240d",
"risk_score": 44.46,
"confidence": 0.3
}
| null | null | null | null | null |
MITRE Technique: T1134.001
|
Endpoint wmi_exec /political/officer.css by garysmith MITRE Technique: T1134.001
|
wmi_exec
| null | null |
garysmith
|
/political/officer.css
| 454
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
647e71be-fa57-4542-9f12-83f2a3431266
| 2025-07-09T21:48:17
|
auth
|
LogRhythm v7.5.0
|
medium
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth challenge for gflores via passwordless from 83.71.132.58 MITRE Technique: T1110.003 noise=VGFzay4=
|
{
"geo_location": "Nigeria",
"device_hash": "a9381e9983f0a6d9554a7898f57df09c5ee3e7c1",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90; ga-IE; rv:1.9.2.20) Gecko/6934-08-26 14:10:48 Firefox/3.8",
"session_id": "33c9f2c0-63a0-494f-96eb-c9dac8102552",
"risk_score": 53.12,
"confidence": 0.87
}
|
83.71.132.58
| null | null | null | null |
MITRE Technique: T1110.003
|
Auth challenge for gflores via passwordless from 83.71.132.58 MITRE Technique: T1110.003
|
challenge
| null | null |
gflores
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
8a:48:6a:99:0e:2d
| null | null | null | null | null |
fb20f324-dad7-4b61-a03c-d3385ab2c0df
| 2025-05-01T00:52:07
|
iot
|
Elastic SIEM v8.9.0
|
medium
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera side_channel Sensor spoofing detected
|
{
"geo_location": "Benin",
"device_hash": "e5ee4fb71b897ec899dfa2f61ca2d184b502e18740b9da1df451cf09aba3fcfb",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) FxiOS/16.4g7302.0 Mobile/29Z735 Safari/533.2",
"session_id": "0c471e6a-07e8-459e-a2a8-cbd1587f2d76",
"risk_score": 73.35,
"confidence": 0.22
}
| null | null | null | null | null |
Sensor spoofing detected
|
IoT device Camera side_channel Sensor spoofing detected
|
side_channel
| null | null | null | null | null | null | null |
Camera
|
iot-03cb236a
|
8.0
| null | null | null | null | null | null | null | null | null | null |
11aa5795-bb39-4cce-9555-e9f62dddf59d
| 2025-02-20T06:35:48
|
ids_alert
|
Zeek v5.0.0
|
medium
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|medium| desc=Zeek Alert: Credential Stuffing detected from 90.151.122.231 targeting N/A Associated Threat Actor: DarkSide
|
{
"geo_location": "Tokelau",
"device_hash": "bee84af6960f96814396616141fc287ec99c6d797d28c4fbba1d8351de73e418",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/5436-04-29 07:51:22 Firefox/3.8",
"session_id": "4518f256-75ce-4092-a1a3-475744047aa7",
"risk_score": 53.4,
"confidence": 0.85
}
|
90.151.122.231
|
N/A
|
Credential Stuffing
|
SIG-3806
|
Malware
|
Associated Threat Actor: DarkSide
|
Zeek Alert: Credential Stuffing detected from 90.151.122.231 targeting N/A 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 |
bd13f2f3-7a6e-46c4-ab65-c1d79cddc350
| 2025-04-04T05:01:38
|
endpoint
|
Microsoft Sentinel v1.0.0
|
high
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start social by mortonmelinda No additional info
|
{
"geo_location": "Palau",
"device_hash": "5be086147ac591f6a07ebe1968391a6cdec2affd",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_7; rv:1.9.4.20) Gecko/7967-02-07 07:12:47 Firefox/3.8",
"session_id": "b7c89a0b-a965-4d8d-8e44-cb308d16549e",
"risk_score": 17.55,
"confidence": 0.01
}
| null | null | null | null | null |
No additional info
|
Endpoint process_start social by mortonmelinda No additional info
|
process_start
| null | null |
mortonmelinda
|
social
| 772
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4d6dc463-da4e-4ebc-b486-96e332c3ae21
| 2025-04-23T22:34:48
|
cloud
|
QRadar v7.5.0
|
high
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|high| desc=Cloud shadow_it in Alibaba by jaclyn16 No additional info noise=R2lybC4=
|
{
"geo_location": "Italy",
"device_hash": "965c4dc45ba533499c817845a13f7adc0be5f1e4",
"user_agent": "Mozilla/5.0 (Linux; Android 2.0.1) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/23.0.806.0 Safari/531.2",
"session_id": "88bf5ea2-5512-4218-ac2c-f3349c008655",
"risk_score": 50.83,
"confidence": 0.3
}
| null | null | null | null | null |
No additional info
|
Cloud shadow_it in Alibaba by jaclyn16 No additional info
|
shadow_it
| null | null |
jaclyn16
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-c8cf40a8
|
48a109de-e25c-488c-a7e6-13cf59c10d09
| 2025-03-31T16:23:02
|
network
|
Splunk v9.0.2
|
high
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|high| desc=Network latency_spike from 71.56.241.176 to 172.7.127.196 No additional info
|
{
"geo_location": "Benin",
"device_hash": "e742b97d3df8cd335474e2ac7aa7f515e4eac903b025a53c3ad3210faee3bcd1",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_2; rv:1.9.6.20) Gecko/8040-02-10 06:44:45 Firefox/3.8",
"session_id": "efd9682e-3ef2-49b8-b324-854309cd090e",
"risk_score": 66.03,
"confidence": 0.7
}
|
71.56.241.176
|
172.7.127.196
| null | null | null |
No additional info
|
Network latency_spike from 71.56.241.176 to 172.7.127.196 No additional info
|
latency_spike
| 980,593
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8087c156-939d-430b-b533-75834f931b20
| 2025-03-31T12:07:43
|
auth
|
Vectra AI v5.0.0
|
info
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|info| desc=Auth success for ncooper via biometric from 14.97.231.120 MITRE Technique: T1218.011
|
{
"geo_location": "Russia",
"device_hash": "5b542a89e08316e78890f10f3bd04ee0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.0; Trident/4.1)",
"session_id": "93c56422-0755-4648-b345-783dc5b6199c",
"risk_score": 69.91,
"confidence": 0.07
}
|
14.97.231.120
| null | null | null | null |
MITRE Technique: T1218.011
|
Auth success for ncooper via biometric from 14.97.231.120 MITRE Technique: T1218.011
|
success
| null | null |
ncooper
| null | null | null | null | null | null | null | null | null | null |
biometric
|
5d:2e:b6:80:ab:b7
| null | null | null | null | null |
fcd7c681-b474-4507-8e25-aaf7b21ea034
| 2025-04-12T00:13:11
|
firewall
|
Tanium v7.4.0
|
low
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine SSH traffic from 5.79.97.78:475 to 35.111.116.69:788 No additional info noise=CC640742
|
{
"geo_location": "Guatemala",
"device_hash": "407d84daa8b10f9d062cbc4ef3784a4e17773124",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/30.0.842.0 Safari/536.1",
"session_id": "00618c6b-582d-4b55-8f6a-c426793aec9f",
"risk_score": 21.18,
"confidence": 0.62
}
|
5.79.97.78
|
35.111.116.69
| null | null | null |
No additional info
|
Firewall quarantine SSH traffic from 5.79.97.78:475 to 35.111.116.69:788 No additional info
|
quarantine
| 938,156
|
SSH
| null | null | null | null | null | null | null | null | 475
| 788
| 1,771
| null | null | null | null | null | null | null |
681ce6b7-f317-47b3-822e-5e1d05060931
| 2025-04-03T16:15:56
|
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 GCP by tsparks No additional info noise=app
|
{
"geo_location": "Turks and Caicos Islands",
"device_hash": "808a1b70960999e19e7a177750dbfbae3f743f2b8db66e241119124c93da926b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 10.0; Trident/3.0)",
"session_id": "6f53dcc6-397e-4e0b-9a5a-0c323101f041",
"risk_score": 71.59,
"confidence": 0.93
}
| null | null | null | null | null |
No additional info
|
Cloud crypto_mining in GCP by tsparks No additional info
|
crypto_mining
| null | null |
tsparks
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-9f7c4a85
|
ec920ac0-e56d-498f-820c-a087bacb7745
| 2025-07-01T02:32:48
|
iot
|
FireEye HX v4.5.0
|
high
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|high| desc=IoT device Medical sensor_spoofing MITRE Technique: T1059.001 noise=60E1690F
|
{
"geo_location": "Jersey",
"device_hash": "384c5ad1a4ef36e44a5ac5b845a12bf7",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 2_2_1 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) CriOS/23.0.842.0 Mobile/62M851 Safari/532.1",
"session_id": "c57a15ef-ad62-455a-94ed-c2b43d023dea",
"risk_score": 47.55,
"confidence": 0.76
}
| null | null | null | null | null |
MITRE Technique: T1059.001
|
IoT device Medical sensor_spoofing MITRE Technique: T1059.001
|
sensor_spoofing
| null | null | null | null | null | null | null |
Medical
|
iot-80b45841
|
10.7
| null | null | null | null | null | null | null | null | null | null |
d3334f8f-e640-4a97-875f-002f81d84789
| 2025-03-03T11:46:45
|
endpoint
|
AlienVault v5.7.0
|
info
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|info| desc=Endpoint process_start /four/rate.bmp by robertgillespie No additional info noise=B9CF7872
|
{
"geo_location": "Cameroon",
"device_hash": "d3e0c90a228f4bba7eb493be8e4477e8d24b7a63",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_10_1; rv:1.9.4.20) Gecko/2092-05-30 04:00:58 Firefox/3.8",
"session_id": "dcc5cbfa-f0f2-49a2-bcee-e1c5dd2fcb4f",
"risk_score": 30.64,
"confidence": 0.64
}
| null | null | null | null | null |
No additional info
|
Endpoint process_start /four/rate.bmp by robertgillespie No additional info
|
process_start
| null | null |
robertgillespie
|
/four/rate.bmp
| 4,062
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8985bd11-59b0-4f2d-9643-32a6c8816800
| 2025-06-12T06:18:52
|
ids_alert
|
Wazuh v4.5.0
|
low
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|low| desc=Wazuh Alert: Domain Fronting detected from 218.239.170.17 targeting 75.9.70.97 Unconventional IOC: TPM attestation failures
|
{
"geo_location": "South Africa",
"device_hash": "11fac0329dcca3a6b7bb57c02c8ae10e",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/52.0.819.0 Safari/534.2",
"session_id": "e5bb0d7c-e6ed-4234-ab00-921acd403484",
"risk_score": 77.89,
"confidence": 0.99
}
|
218.239.170.17
|
75.9.70.97
|
Domain Fronting
|
SIG-9598
|
Exploit
|
Unconventional IOC: TPM attestation failures
|
Wazuh Alert: Domain Fronting detected from 218.239.170.17 targeting 75.9.70.97 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 |
9c841199-b515-4434-90dc-0f5a06ce9b9a
| 2025-05-14T09:01:51
|
ids_alert
|
Darktrace v6.0.0
|
high
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|high| desc=Darktrace Alert: Domain Fronting detected from 15.206.207.112 targeting 143.94.84.220 MITRE Technique: T1078.004 noise=wp-content/categories
|
{
"geo_location": "Malawi",
"device_hash": "946829f8e6797ce39b97696e417c65c3",
"user_agent": "Opera/9.81.(X11; Linux i686; shs-CA) Presto/2.9.190 Version/11.00",
"session_id": "0c6d7cab-8a36-4701-b7bf-c2b38053d32d",
"risk_score": 65.07,
"confidence": 0.14
}
|
15.206.207.112
|
143.94.84.220
|
Domain Fronting
|
SIG-1108
|
Recon
|
MITRE Technique: T1078.004
|
Darktrace Alert: Domain Fronting detected from 15.206.207.112 targeting 143.94.84.220 MITRE Technique: T1078.004
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
15b6d91f-d93d-4c2f-8394-5c2c87f598ac
| 2025-04-07T00:36:10
|
ai
|
Trellix v10.7.0
|
info
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|info| desc=AI system model_inversion by dlester No additional info
|
{
"geo_location": "Lithuania",
"device_hash": "00d9a3bab2aaae7d87cf4ef2b69ac920",
"user_agent": "Opera/8.84.(Windows NT 5.01; nl-BE) Presto/2.9.178 Version/10.00",
"session_id": "3d398fc5-7fbb-4db0-8270-f54bc1c77cfd",
"risk_score": 58.96,
"confidence": 0.47
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by dlester No additional info
|
model_inversion
| null | null |
dlester
| null | null | null | null | null | null | null | null | null | null | null | null |
model-59b432a5
|
834dc562dbf319e85052b30570f3416644304d28e02143802f643389141dd11d
|
436e2ff760c044426237b10d1ee2d02f4eef261d06276a55a00781f6cd87b484
| null | null |
bb1ceb26-42f5-4597-b397-8430e2781b68
| 2025-03-25T20:14:32
|
endpoint
|
Splunk v9.0.2
|
critical
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|critical| desc=Endpoint process_stop morning by bstout MITRE Technique: T1566.001
|
{
"geo_location": "Azerbaijan",
"device_hash": "8334f55167870512e31220487ee85998ed252898",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/42.0.806.0 Safari/533.2",
"session_id": "c24acf5b-3afb-40d3-8684-ecb69ff33eb0",
"risk_score": 48.98,
"confidence": 0.87
}
| null | null | null | null | null |
MITRE Technique: T1566.001
|
Endpoint process_stop morning by bstout MITRE Technique: T1566.001
|
process_stop
| null | null |
bstout
|
morning
| 3,357
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5677e65d-cb9d-4f79-bdc9-a70b84480057
| 2025-06-15T06:42:09
|
auth
|
AlienVault v5.7.0
|
high
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|high| desc=Auth failed for fernandezrebecca via SAML from 85.50.203.171 No additional info
|
{
"geo_location": "Brazil",
"device_hash": "dee5ad38dd898c74181dd1fb96ca9be15d7d6b62",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.2; Trident/4.0)",
"session_id": "d63cc70d-251e-462c-8cf7-4b9d69b9b9b2",
"risk_score": 29.38,
"confidence": 0.93
}
|
85.50.203.171
| null | null | null | null |
No additional info
|
Auth failed for fernandezrebecca via SAML from 85.50.203.171 No additional info
|
failed
| null | null |
fernandezrebecca
| null | null | null | null | null | null | null | null | null | null |
SAML
|
39:e0:07:0d:c6:50
| null | null | null | null | null |
6219c7d7-164d-4441-b257-ac6b75de077c
| 2025-01-27T00:28:51
|
ids_alert
|
Suricata v6.0.10
|
low
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|low| desc=Suricata Alert: DNS Tunneling detected from 223.146.43.252 targeting 219.35.197.102 No additional info
|
{
"geo_location": "Cook Islands",
"device_hash": "2490af6a4410236f40b9d7da640eb298cee19360",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/4.0)",
"session_id": "aacb5365-ec8f-4fe2-8c49-d267e6a1fbcd",
"risk_score": 41.38,
"confidence": 0.58
}
|
223.146.43.252
|
219.35.197.102
|
DNS Tunneling
|
SIG-1221
|
Recon
|
No additional info
|
Suricata Alert: DNS Tunneling detected from 223.146.43.252 targeting 219.35.197.102 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
51f114ec-164e-4f18-a454-8ec9ebba2384
| 2025-05-13T08:01:30
|
auth
|
CrowdStrike v6.45.0
|
low
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|low| desc=Auth failed for lindseybrown via password from 10.116.235.105 No additional info
|
{
"geo_location": "Djibouti",
"device_hash": "9edb2153141c3346f6853c77186099caa3332818dfa7ce1ca862d763f6b5eadd",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; pap-CW; rv:1.9.0.20) Gecko/3011-03-31 03:43:14 Firefox/3.8",
"session_id": "b083b0f7-ac83-4f76-9729-ad7236704e11",
"risk_score": 72.01,
"confidence": 0.22
}
|
10.116.235.105
| null | null | null | null |
No additional info
|
Auth failed for lindseybrown via password from 10.116.235.105 No additional info
|
failed
| null | null |
lindseybrown
| null | null | null | null | null | null | null | null | null | null |
password
|
96:73:95:bd:b2:a1
| null | null | null | null | null |
49fc1475-6b7c-4251-b099-8e336af35a92
| 2025-07-10T09:23:44
|
auth
|
Elastic SIEM v8.9.0
|
low
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|low| desc=Auth challenge for charlesfry via SAML from 134.51.70.176 MITRE Technique: T1574.002 noise=CE0477FE
|
{
"geo_location": "Aruba",
"device_hash": "066a0e8c9242ce326ef25f7976455523",
"user_agent": "Mozilla/5.0 (Windows NT 11.0) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/44.0.862.0 Safari/536.2",
"session_id": "ce40d831-afe6-41d1-8f73-68f09d543d4d",
"risk_score": 28.4,
"confidence": 0.75
}
|
134.51.70.176
| null | null | null | null |
MITRE Technique: T1574.002
|
Auth challenge for charlesfry via SAML from 134.51.70.176 MITRE Technique: T1574.002
|
challenge
| null | null |
charlesfry
| null | null | null |
{
"baseline_deviation": 1.3,
"entropy": 3.77,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null |
SAML
|
97:5a:1b:8c:26:4c
| null | null | null | null | null |
79187487-bd03-43f5-9e18-ddc7dff98c6d
| 2025-01-23T00:08:13
|
endpoint
|
Suricata v6.0.10
|
high
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|high| desc=Endpoint memory_injection /whose/risk.txt by kylesharp No additional info
|
{
"geo_location": "Georgia",
"device_hash": "de50e2d6107fc8aec544eca081eaee5f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/4.1)",
"session_id": "2cc4d380-5e2f-416f-87a9-3650708edee8",
"risk_score": 87.88,
"confidence": 0.27
}
| null | null | null | null | null |
No additional info
|
Endpoint memory_injection /whose/risk.txt by kylesharp No additional info
|
memory_injection
| null | null |
kylesharp
|
/whose/risk.txt
| 7,077
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1677b487-c8f8-44f1-9215-ee01d96febe0
| 2025-04-05T19:15:31
|
cloud
|
Elastic SIEM v8.9.0
|
low
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|low| desc=Cloud permission_escalation in Alibaba by matthew82 No additional info
|
{
"geo_location": "China",
"device_hash": "b3a15c5acedda7a82621d8b1004ba934",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; ha-NG) AppleWebKit/533.49.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B115 Safari/6533.49.3",
"session_id": "7767920c-4b3e-49f0-9c8a-dabeab00a06f",
"risk_score": 78.88,
"confidence": 0.77
}
| null | null | null | null | null |
No additional info
|
Cloud permission_escalation in Alibaba by matthew82 No additional info
|
permission_escalation
| null | null |
matthew82
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-a3aef8fe
|
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