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
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
69bf5bff-3c18-4755-bec7-e05ff1b462e7
| 2025-02-09T18:43:30
|
ids_alert
|
Snort v2.9.20
|
emergency
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|emergency| desc=Snort Alert: Domain Fronting detected from 130.63.40.79 targeting 210.235.231.220 MITRE Technique: T1204.002 | Unconventional IOC: TPM attestation failures
|
{
"geo_location": "Estonia",
"device_hash": "70d29120062edb3e44db96cd384fad89",
"user_agent": "Mozilla/5.0 (Android 8.1.0; Mobile; rv:51.0) Gecko/51.0 Firefox/51.0",
"session_id": "93b574b6-d2d3-4e2b-ad78-4fa738620dd5",
"risk_score": 85.01,
"confidence": 0.01
}
|
130.63.40.79
|
210.235.231.220
|
Domain Fronting
|
SIG-4805
|
Malware
|
MITRE Technique: T1204.002 | Unconventional IOC: TPM attestation failures
|
Snort Alert: Domain Fronting detected from 130.63.40.79 targeting 210.235.231.220 MITRE Technique: T1204.002 | 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 |
c6c6a393-68af-436e-9ea6-729d14eb84aa
| 2025-03-05T02:22:32
|
ai
|
OSSEC v3.7.0
|
medium
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by camposerik MITRE Technique: T1059.005
|
{
"geo_location": "Central African Republic",
"device_hash": "9c14b57aebb514389db256da6424106a87e6b98d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 11.0; Trident/3.0)",
"session_id": "cdf1b5fc-9fad-4a9c-9c73-00fc5578bdcb",
"risk_score": 100,
"confidence": 0.37
}
| null | null | null | null | null |
MITRE Technique: T1059.005
|
AI system training_data_poisoning by camposerik MITRE Technique: T1059.005
|
training_data_poisoning
| null | null |
camposerik
| null | null | null | null | null | null | null | null | null | null | null | null |
model-896633bd
|
a778980efc16be6e00084c04cded0d7ab6fc170b
|
520426fcc8da02bdb5539102a62c41a3a1ff0b8a
| null | null |
a5fb83c4-644d-4eb9-81f5-ef220aaf7ec1
| 2025-05-23T05:02:18
|
iot
|
ArcSight v7.4.0
|
critical
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor sensor_spoofing No additional info
|
{
"geo_location": "Armenia",
"device_hash": "bd8002dbe83b8e3ce05660fa6b0c69e73838fa4e",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_10_6; rv:1.9.5.20) Gecko/9701-08-13 22:55:33 Firefox/3.8",
"session_id": "050f7a57-d164-44da-a913-7e63f0867bb6",
"risk_score": 34.63,
"confidence": 0.27
}
| null | null | null | null | null |
No additional info
|
IoT device Sensor sensor_spoofing No additional info
|
sensor_spoofing
| null | null | null | null | null | null | null |
Sensor
|
iot-fd6cc95a
|
9.5
| null | null | null | null | null | null | null | null | null | null |
f96851b7-cb68-47e8-8d47-925ebdf0d833
| 2025-02-01T16:02:16
|
endpoint
|
Wazuh v4.5.0
|
low
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection would by danflores No additional info
|
{
"geo_location": "Malawi",
"device_hash": "fc44e25f2d81c46014b8191a22a02cb50309949b76cc29e0d55e3a240765b385",
"user_agent": "Opera/9.67.(X11; Linux x86_64; ts-ZA) Presto/2.9.186 Version/11.00",
"session_id": "b3b33b68-ff86-4501-9188-0ac209595ffc",
"risk_score": 58.07,
"confidence": 0.44
}
| null | null | null | null | null |
No additional info
|
Endpoint memory_injection would by danflores No additional info
|
memory_injection
| null | null |
danflores
|
would
| 8,945
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
35672f2a-4fb1-4d62-9fef-536abac30552
| 2025-03-11T01:32:47
|
iot
|
Wazuh v4.5.0
|
critical
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical battery_drain No additional info noise=QXBwbHku
|
{
"geo_location": "Singapore",
"device_hash": "2ba67a1d4a8490b036276764696fc2403f334dfe",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Trident/3.1)",
"session_id": "2e67aeb9-73ca-429d-9d75-1888f6e68c6e",
"risk_score": 46.98,
"confidence": 0.18
}
| null | null | null | null | null |
No additional info
|
IoT device Medical battery_drain No additional info
|
battery_drain
| null | null | null | null | null | null | null |
Medical
|
iot-74c7f475
|
5.6
| null | null | null | null | null | null | null | null | null | null |
2c8da704-d5cc-4d88-9b6f-1025333baf8d
| 2025-05-01T11:10:54
|
iot
|
Carbon Black v7.8.0
|
low
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC sensor_spoofing MITRE Technique: T1547.001
|
{
"geo_location": "Uganda",
"device_hash": "072e30e2a94b033ae9ec6e2e4246349934b18a7eac88b0bd2834a059a2362133",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/7806-07-17 02:46:21 Firefox/5.0",
"session_id": "37e6503b-8ee8-4586-8d6a-545c95936601",
"risk_score": 77.64,
"confidence": 0.99
}
| null | null | null | null | null |
MITRE Technique: T1547.001
|
IoT device HVAC sensor_spoofing MITRE Technique: T1547.001
|
sensor_spoofing
| null | null | null | null | null | null | null |
HVAC
|
iot-29609616
|
7.2
| null | null | null | null | null | null | null | null | null | null |
1ae7775f-7451-4368-8960-9119d29eb67b
| 2025-06-05T23:35:11
|
auth
|
FireEye HX v4.5.0
|
high
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|high| desc=Auth failed for denise59 via MFA from 160.105.117.191 No additional info noise=explore
|
{
"geo_location": "Holy See (Vatican City State)",
"device_hash": "b4931e30d6dd9642189bc524a71eae1081b4241442ed42cb9c3f1e680a63bfb5",
"user_agent": "Mozilla/5.0 (Windows NT 11.0) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/18.0.823.0 Safari/532.1",
"session_id": "f38ee45a-9978-4a67-8f7c-f131fc197675",
"risk_score": 9.71,
"confidence": 0.01
}
|
160.105.117.191
| null | null | null | null |
No additional info
|
Auth failed for denise59 via MFA from 160.105.117.191 No additional info
|
failed
| null | null |
denise59
| null | null | null | null | null | null | null | null | null | null |
MFA
|
fa:1e:de:89:39:3c
| null | null | null | null | null |
a322f786-d67e-448a-9961-d2496a428d9e
| 2025-02-09T10:19:41
|
network
|
CrowdStrike v6.45.0
|
info
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 105.40.42.171 to 196.88.15.187 No additional info
|
{
"geo_location": "Micronesia",
"device_hash": "8cd7fd804c0a7a09f6aa3aba09d43488",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_2 rv:3.0; af-ZA) AppleWebKit/534.9.5 (KHTML, like Gecko) Version/4.0.2 Safari/534.9.5",
"session_id": "64ccde51-5dd5-490d-820f-14346fbf7208",
"risk_score": 75.05,
"confidence": 0.14
}
|
105.40.42.171
|
196.88.15.187
| null | null | null |
No additional info
|
Network protocol_anomaly from 105.40.42.171 to 196.88.15.187 No additional info
|
protocol_anomaly
| 940,498
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2d122aa9-ba32-4faa-a6b5-31b1b0456d44
| 2025-04-30T14:26:17
|
firewall
|
Tanium v7.4.0
|
medium
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop SSH traffic from 31.231.105.63:89 to 146.46.206.96:404 No additional info
|
{
"geo_location": "New Caledonia",
"device_hash": "f0f0906d903eccfa9fc6c68de6eece46",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; ln-CD) AppleWebKit/535.28.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6535.28.4",
"session_id": "bb3a5e8c-efe1-4951-8eed-50d42afd0f7f",
"risk_score": 11.95,
"confidence": 0.36
}
|
31.231.105.63
|
146.46.206.96
| null | null | null |
No additional info
|
Firewall drop SSH traffic from 31.231.105.63:89 to 146.46.206.96:404 No additional info
|
drop
| 379,211
|
SSH
| null | null | null | null | null | null | null | null | 89
| 404
| 2,420
| null | null | null | null | null | null | null |
345d15b8-7a3f-4910-aec1-ef753d497ef3
| 2025-02-20T11:58:29
|
ids_alert
|
Tanium v7.4.0
|
medium
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|medium| desc=Tanium Alert: Port Scan detected from 31.17.148.173 targeting N/A No additional info
|
{
"geo_location": "Israel",
"device_hash": "8fbca9e3a102ce9f023ae291b05d18564a00af36",
"user_agent": "Mozilla/5.0 (Android 4.0; Mobile; rv:7.0) Gecko/7.0 Firefox/7.0",
"session_id": "007ec40b-7746-4ac8-96b4-080dc1981a08",
"risk_score": 48.73,
"confidence": 0.59
}
|
31.17.148.173
|
N/A
|
Port Scan
|
SIG-7502
|
Exploit
|
No additional info
|
Tanium Alert: Port Scan detected from 31.17.148.173 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 |
49839eae-56a1-4ea8-b97b-a08afcf902ff
| 2025-07-05T20:07:28
|
ai
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|high| desc=AI system training_data_poisoning by emily26 MITRE Technique: T1059.001 noise=cut|begin|meeting
|
{
"geo_location": "United Arab Emirates",
"device_hash": "d6dc79d1b7a85c529612c984e299524316e2c7fc",
"user_agent": "Mozilla/5.0 (Android 2.3.5; Mobile; rv:44.0) Gecko/44.0 Firefox/44.0",
"session_id": "7c569389-c99e-44f8-868a-76636fe5508e",
"risk_score": 47.7,
"confidence": 0.33
}
| null | null | null | null | null |
MITRE Technique: T1059.001
|
AI system training_data_poisoning by emily26 MITRE Technique: T1059.001
|
training_data_poisoning
| null | null |
emily26
| null | null | null | null | null | null | null | null | null | null | null | null |
model-b2186db7
|
18ed533bc079391058ed452e3a401c1b
|
6b7f2ce205ae1957beae80e802c0173b
| null | null |
006c37d3-9642-4986-a3a8-dc49f5a81615
| 2025-02-27T13:32:04
|
cloud
|
FireEye HX v4.5.0
|
critical
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud permission_escalation in AWS by jason52 No additional info
|
{
"geo_location": "Christmas Island",
"device_hash": "71c824b15ff0f4ee0ea2c6ea979d497c",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3.5) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/51.0.825.0 Safari/531.1",
"session_id": "5acff989-b3b3-46f4-b8db-ddac16787e28",
"risk_score": 31.28,
"confidence": 0.07
}
| null | null | null | null | null |
No additional info
|
Cloud permission_escalation in AWS by jason52 No additional info
|
permission_escalation
| null | null |
jason52
| null | null | null |
{
"baseline_deviation": 1.91,
"entropy": 6.71,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-2041cfb9
|
b4ab4386-b20f-4599-97ba-fa0ebba81600
| 2025-02-03T01:28:16
|
cloud
|
AlienVault v5.7.0
|
low
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|low| desc=Cloud container_escape in Alibaba by tevans No additional info
|
{
"geo_location": "Argentina",
"device_hash": "d38e1516315e37d8b4587b84b084dd3059cd6ddd",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 13_5_1 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) FxiOS/13.7a9886.0 Mobile/31U720 Safari/536.2",
"session_id": "7c86c867-8fd9-4b12-93a7-4736e4f96a8c",
"risk_score": 69.09,
"confidence": 0.36
}
| null | null | null | null | null |
No additional info
|
Cloud container_escape in Alibaba by tevans No additional info
|
container_escape
| null | null |
tevans
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-d1be6188
|
24c0c5a4-2e4c-4d2f-af78-eb5d7396ed9f
| 2025-05-23T22:55:38
|
cloud
|
Tanium v7.4.0
|
high
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|high| desc=Cloud crypto_mining in GCP by barbaraperry No additional info
|
{
"geo_location": "Armenia",
"device_hash": "b7fd05b16e0cd24ce5629b52640a8ce06e0b92910548251ddf52de36285a5943",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_5) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/44.0.815.0 Safari/536.0",
"session_id": "4179d7ca-68cb-4b99-8c0f-c2c4e52e6652",
"risk_score": 34.34,
"confidence": 0.37
}
| null | null | null | null | null |
No additional info
|
Cloud crypto_mining in GCP by barbaraperry No additional info
|
crypto_mining
| null | null |
barbaraperry
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-c20d7e97
|
8c820a24-ea9c-40a9-b5c5-acda0653b1f8
| 2025-02-20T00:52:01
|
network
|
Tanium v7.4.0
|
critical
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 10.2.229.3 to 22.103.206.193 MITRE Technique: T1110.003 noise=build|save|message
|
{
"geo_location": "Gibraltar",
"device_hash": "bd37692a78dc774c5d9738d6400c0109",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/535.41.3 (KHTML, like Gecko) Version/4.0.5 Safari/535.41.3",
"session_id": "887b258e-21d4-4d70-abe3-475f99bc03ee",
"risk_score": 15.25,
"confidence": 0.69
}
|
10.2.229.3
|
22.103.206.193
| null | null | null |
MITRE Technique: T1110.003
|
Network bandwidth_usage from 10.2.229.3 to 22.103.206.193 MITRE Technique: T1110.003
|
bandwidth_usage
| 140,252
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4d8eec75-c4ab-4a4f-b5b3-f2cca219d43a
| 2025-06-04T19:06:29
|
firewall
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|high| desc=Firewall drop SSH traffic from 10.81.233.13:368 to 114.111.197.82:266 No additional info
|
{
"geo_location": "Guernsey",
"device_hash": "9b9876bb8e30b2aec0f86622db038984",
"user_agent": "Opera/9.41.(Windows CE; om-ET) Presto/2.9.187 Version/11.00",
"session_id": "63857795-14f9-44df-b544-fb457a716b32",
"risk_score": 27.49,
"confidence": 0.84
}
|
10.81.233.13
|
114.111.197.82
| null | null | null |
No additional info
|
Firewall drop SSH traffic from 10.81.233.13:368 to 114.111.197.82:266 No additional info
|
drop
| 859,931
|
SSH
| null | null | null | null | null | null | null | null | 368
| 266
| 1,401
| null | null | null | null | null | null | null |
685c64c4-0f95-4c76-bdc7-8c739ac71ef0
| 2025-02-27T16:29:39
|
cloud
|
Splunk v9.0.2
|
low
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in Azure by mikescott Associated Threat Actor: DarkSide
|
{
"geo_location": "United Arab Emirates",
"device_hash": "6b85ed14206f44ebf888d2673cfb45ce",
"user_agent": "Opera/8.17.(Windows NT 5.1; fur-IT) Presto/2.9.170 Version/11.00",
"session_id": "37ca6f0c-1699-4926-9b4e-566ca0ea733e",
"risk_score": 71.74,
"confidence": 0.68
}
| null | null | null | null | null |
Associated Threat Actor: DarkSide
|
Cloud lambda_execution in Azure by mikescott Associated Threat Actor: DarkSide
|
lambda_execution
| null | null |
mikescott
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-f76036ec
|
a60be5ed-c436-432e-ba3a-1fa0a47865ef
| 2025-05-12T18:49:31
|
network
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|medium| desc=Network latency_spike from 137.215.104.90 to 32.89.3.38 No additional info noise=century|short|nature
|
{
"geo_location": "Puerto Rico",
"device_hash": "d17d466d5755c659a969fd6ff4fe1ae8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 95; Trident/3.0)",
"session_id": "767475db-0ead-42dd-b3da-379b8632f1da",
"risk_score": 60.9,
"confidence": 0.6
}
|
137.215.104.90
|
32.89.3.38
| null | null | null |
No additional info
|
Network latency_spike from 137.215.104.90 to 32.89.3.38 No additional info
|
latency_spike
| 440,971
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
06628478-0750-47c9-ad9a-65ef8207764d
| 2025-06-29T23:23:53
|
firewall
|
Microsoft Sentinel v1.0.0
|
critical
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow NTP traffic from 181.96.176.129:58296 to 52.217.39.57:371 Associated Threat Actor: Conti | Unconventional IOC: CPU microcode changes
|
{
"geo_location": "Gibraltar",
"device_hash": "6c3d1534e95fa535974d0fb218fe1151a52a0a410fdc07395e4c5be2251a6e0b",
"user_agent": "Opera/8.40.(Windows NT 5.1; os-RU) Presto/2.9.189 Version/11.00",
"session_id": "c237229a-1bce-4357-ace7-d6f1feb6b175",
"risk_score": 0,
"confidence": 0.94
}
|
181.96.176.129
|
52.217.39.57
| null | null | null |
Associated Threat Actor: Conti | Unconventional IOC: CPU microcode changes
|
Firewall allow NTP traffic from 181.96.176.129:58296 to 52.217.39.57:371 Associated Threat Actor: Conti | Unconventional IOC: CPU microcode changes
|
allow
| 115,617
|
NTP
| null | null | null | null | null | null | null | null | 58,296
| 371
| 1,414
| null | null | null | null | null | null | null |
70a771c6-3bb8-40cb-9df4-c6b68e3b89b2
| 2025-05-14T20:01:11
|
auth
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|high| desc=Auth challenge for strevino via passwordless from 22.102.23.22 MITRE Technique: T1574.002 noise=U2tpbGwu
|
{
"geo_location": "Latvia",
"device_hash": "9390c3522210754165392e69b6c66b05",
"user_agent": "Opera/8.29.(X11; Linux x86_64; fo-FO) Presto/2.9.171 Version/11.00",
"session_id": "89f0b6a1-dbd2-444b-9b79-253c0e9a942a",
"risk_score": 79.86,
"confidence": 0.54
}
|
22.102.23.22
| null | null | null | null |
MITRE Technique: T1574.002
|
Auth challenge for strevino via passwordless from 22.102.23.22 MITRE Technique: T1574.002
|
challenge
| null | null |
strevino
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
dd:67:4e:dc:80:ea
| null | null | null | null | null |
e0b1e0ee-732e-4440-961e-8d4347f7051f
| 2025-04-23T04:32:36
|
cloud
|
Palo Alto Cortex v3.0.0
|
medium
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud container_escape in OCI by tstewart No additional info
|
{
"geo_location": "Kuwait",
"device_hash": "e25aac1583840ef01ac7560c28ce5f27",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_6) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/48.0.837.0 Safari/532.0",
"session_id": "48ab44f3-0718-4fbb-8934-9632fcd6aff3",
"risk_score": 80.05,
"confidence": 0.35
}
| null | null | null | null | null |
No additional info
|
Cloud container_escape in OCI by tstewart No additional info
|
container_escape
| null | null |
tstewart
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-a7ed1443
|
2d89d262-c6af-4736-bbe3-2ea8f5589810
| 2025-07-07T02:13:24
|
auth
|
OSSEC v3.7.0
|
high
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|high| desc=Auth challenge for umurray via key from 125.170.143.254 MITRE Technique: T1071.001
|
{
"geo_location": "Portugal",
"device_hash": "758b8c04ba87f866ab8ce3a3c5af2f926ea81b2bf7cb8d6ec11f6313836cbd17",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/532.48.4 (KHTML, like Gecko) Version/4.0.1 Safari/532.48.4",
"session_id": "348be11b-ce3d-467f-97ae-67da3e2e91b8",
"risk_score": 32.05,
"confidence": 0.46
}
|
125.170.143.254
| null | null | null | null |
MITRE Technique: T1071.001
|
Auth challenge for umurray via key from 125.170.143.254 MITRE Technique: T1071.001
|
challenge
| null | null |
umurray
| null | null | null | null | null | null | null | null | null | null |
key
|
04:03:a2:ca:c8:89
| null | null | null | null | null |
c821bf0f-1c78-4826-bdc7-7eea9ee17f23
| 2025-01-29T22:44:17
|
endpoint
|
Darktrace v6.0.0
|
medium
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint driver_load action by johnsonrichard No additional info noise=B2C7FC52
|
{
"geo_location": "Portugal",
"device_hash": "0ba1cf3909fc9d3d808f1f483d83b205",
"user_agent": "Mozilla/5.0 (Linux; Android 4.0.4) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/44.0.872.0 Safari/532.0",
"session_id": "0fb87e6c-6659-45ec-a745-cc1e9bd8e253",
"risk_score": 89.92,
"confidence": 0.77
}
| null | null | null | null | null |
No additional info
|
Endpoint driver_load action by johnsonrichard No additional info
|
driver_load
| null | null |
johnsonrichard
|
action
| 5,159
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6b7b0b85-f5da-4004-aa04-b309c16b1cce
| 2025-05-26T00:22:45
|
network
|
Darktrace v6.0.0
|
low
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|low| desc=Network data_exfiltration from 163.238.16.78 to 191.102.32.204 No additional info
|
{
"geo_location": "Iceland",
"device_hash": "ce98f7d225fc03b0723988b5fb02f1755777f4124f73a7ed603eefd7b1db537a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/4.0)",
"session_id": "729caa82-a3ea-4c89-8ec4-9b4d3cae7eda",
"risk_score": 29.75,
"confidence": 0.17
}
|
163.238.16.78
|
191.102.32.204
| null | null | null |
No additional info
|
Network data_exfiltration from 163.238.16.78 to 191.102.32.204 No additional info
|
data_exfiltration
| 949,269
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
83ce4a46-88e6-454d-be67-7740c52fa7d1
| 2025-02-15T05:40:16
|
iot
|
Trellix v10.7.0
|
high
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|high| desc=IoT device Medical unusual_activity MITRE Technique: T1190
|
{
"geo_location": "China",
"device_hash": "bdd7c83fb8b227e1ab8405590e3c4444",
"user_agent": "Opera/8.28.(Windows NT 6.0; dv-MV) Presto/2.9.183 Version/10.00",
"session_id": "e0714c7b-68c0-46b1-81b7-d11b34f6350a",
"risk_score": 66.1,
"confidence": 0.28
}
| null | null | null | null | null |
MITRE Technique: T1190
|
IoT device Medical unusual_activity MITRE Technique: T1190
|
unusual_activity
| null | null | null | null | null | null | null |
Medical
|
iot-8b52d038
|
2.5
| null | null | null | null | null | null | null | null | null | null |
a91f82f3-4a4c-41ff-879e-dea22201f3c4
| 2025-03-22T00:42:00
|
firewall
|
Splunk v9.0.2
|
high
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|firewall|high| desc=Firewall allow UDP traffic from 178.157.239.182:455 to 142.160.62.47:86 MITRE Technique: T1566.001 | Associated Threat Actor: APT29
|
{
"geo_location": "Turkey",
"device_hash": "8fe729c5a888f2bed97198d8702d636e3066be52",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.2; Trident/3.1)",
"session_id": "d5126b4d-9df6-46c9-83ae-d26fa64334a3",
"risk_score": 89.23,
"confidence": 0.2
}
|
178.157.239.182
|
142.160.62.47
| null | null | null |
MITRE Technique: T1566.001 | Associated Threat Actor: APT29
|
Firewall allow UDP traffic from 178.157.239.182:455 to 142.160.62.47:86 MITRE Technique: T1566.001 | Associated Threat Actor: APT29
|
allow
| 837,720
|
UDP
| null | null | null | null | null | null | null | null | 455
| 86
| 307
| null | null | null | null | null | null | null |
ae409ed9-a715-4043-baeb-994fc57c0961
| 2025-01-24T10:24:49
|
iot
|
QRadar v7.5.0
|
info
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|info| desc=IoT device Sensor command_injection No additional info
|
{
"geo_location": "Christmas Island",
"device_hash": "12fadfc6cf4153f5f66725a3a6a8b9ed",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/27.0.815.0 Safari/535.0",
"session_id": "9efad270-8474-420f-b36d-f7b3386b1dc9",
"risk_score": 53.39,
"confidence": 0.43
}
| null | null | null | null | null |
No additional info
|
IoT device Sensor command_injection No additional info
|
command_injection
| null | null | null | null | null | null | null |
Sensor
|
iot-49635851
|
9.0
| null | null | null | null | null | null | null | null | null | null |
144e0b32-c1f7-4bf3-a8bf-974cd6edcf92
| 2025-03-15T11:09:46
|
cloud
|
LogRhythm v7.5.0
|
critical
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud storage_access in AWS by timothy51 MITRE Technique: T1071.001
|
{
"geo_location": "Albania",
"device_hash": "91c25e53a8e5a1be2465f630ba652082",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; mai-IN) AppleWebKit/535.17.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6535.17.4",
"session_id": "014dea4b-7e28-4c45-9602-ef8a6bff8e58",
"risk_score": 32.29,
"confidence": 0.58
}
| null | null | null | null | null |
MITRE Technique: T1071.001
|
Cloud storage_access in AWS by timothy51 MITRE Technique: T1071.001
|
storage_access
| null | null |
timothy51
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-d22afdce
|
d751f778-f651-4901-a38c-b1bc2091709b
| 2025-04-26T18:44:43
|
endpoint
|
Carbon Black v7.8.0
|
high
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop /article/believe.avi by baileydwayne No additional info
|
{
"geo_location": "Vietnam",
"device_hash": "aceeb4edfe8c97b14688723912901ebaf1cded94",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_3_1 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) FxiOS/18.9s7992.0 Mobile/93M658 Safari/536.2",
"session_id": "0d8787a3-59e9-48d4-910e-159675416d06",
"risk_score": 33.58,
"confidence": 0.67
}
| null | null | null | null | null |
No additional info
|
Endpoint process_stop /article/believe.avi by baileydwayne No additional info
|
process_stop
| null | null |
baileydwayne
|
/article/believe.avi
| 7,422
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
34c864a0-af8a-4189-bdf8-91cd349469c3
| 2025-05-02T03:18:49
|
cloud
|
Carbon Black v7.8.0
|
low
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|low| desc=Cloud storage_access in AWS by charlotte31 MITRE Technique: T1543.003
|
{
"geo_location": "Peru",
"device_hash": "836c17cbab4aad1cd4a83cefcad4296e185bbd1c",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_7 rv:5.0; apn-IN) AppleWebKit/532.46.3 (KHTML, like Gecko) Version/4.0.5 Safari/532.46.3",
"session_id": "e7108837-8d3b-406c-a5f0-69d3ea821ea0",
"risk_score": 58.91,
"confidence": 0.49
}
| null | null | null | null | null |
MITRE Technique: T1543.003
|
Cloud storage_access in AWS by charlotte31 MITRE Technique: T1543.003
|
storage_access
| null | null |
charlotte31
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-fab6fd71
|
7d251c83-7675-4e62-83da-733406ea1d9c
| 2025-02-17T08:17:26
|
cloud
|
Wazuh v4.5.0
|
low
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in OCI by reginaldtran No additional info
|
{
"geo_location": "Cape Verde",
"device_hash": "5ea331e31b41ab1ace29e7d79c8e4ad5",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/531.42.1 (KHTML, like Gecko) Version/4.0.1 Safari/531.42.1",
"session_id": "8259c8d5-86fd-4e3c-b4bf-675117ea6800",
"risk_score": 45.39,
"confidence": 0.05
}
| null | null | null | null | null |
No additional info
|
Cloud instance_creation in OCI by reginaldtran No additional info
|
instance_creation
| null | null |
reginaldtran
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-1c00c8c1
|
d6b737ef-28d2-4a19-940c-758101446ed2
| 2025-06-18T01:01:25
|
iot
|
Microsoft Sentinel v1.0.0
|
critical
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical unusual_activity No additional info noise=TGVhc3QgZmFyLg==
|
{
"geo_location": "Liechtenstein",
"device_hash": "81cf0a55433ff4236a30611c16dbd247717b3366",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/531.18.7 (KHTML, like Gecko) Version/4.0 Safari/531.18.7",
"session_id": "19f51838-d369-4b25-b2b8-6bcf0e5a353e",
"risk_score": 52.78,
"confidence": 0.51
}
| null | null | null | null | null |
No additional info
|
IoT device Medical unusual_activity No additional info
|
unusual_activity
| null | null | null | null | null | null | null |
Medical
|
iot-821865a3
|
8.8
| null | null | null | null | null | null | null | null | null | null |
c019f4f9-9078-48d9-ac79-eec428dffcb4
| 2025-04-01T07:50:57
|
network
|
Snort v2.9.20
|
critical
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|network|critical| desc=Network covert_channel from 57.79.247.84 to 220.189.147.162 No additional info
|
{
"geo_location": "Madagascar",
"device_hash": "82dfacc59ef6b37428117b3e466b764c7fb52575",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_8_4 rv:4.0; ar-SY) AppleWebKit/535.23.6 (KHTML, like Gecko) Version/5.1 Safari/535.23.6",
"session_id": "33e770eb-56f6-4986-b554-c16f4645feab",
"risk_score": 64.2,
"confidence": 0.72
}
|
57.79.247.84
|
220.189.147.162
| null | null | null |
No additional info
|
Network covert_channel from 57.79.247.84 to 220.189.147.162 No additional info
|
covert_channel
| 220,949
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d0386d98-df49-49d9-8eae-d2e2b8783e37
| 2025-03-16T00:22:22
|
ai
|
Tanium v7.4.0
|
info
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|info| desc=AI system prompt_injection by bedwards No additional info
|
{
"geo_location": "United States of America",
"device_hash": "d22f7dbc479e6a447e62929ab26c7dca08d75ddc",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_3 rv:2.0; ts-ZA) AppleWebKit/534.2.7 (KHTML, like Gecko) Version/5.0.1 Safari/534.2.7",
"session_id": "96a6df5c-7661-441a-8e4f-f2b0a8b7a5ab",
"risk_score": 56,
"confidence": 0.29
}
| null | null | null | null | null |
No additional info
|
AI system prompt_injection by bedwards No additional info
|
prompt_injection
| null | null |
bedwards
| null | null | null | null | null | null | null | null | null | null | null | null |
model-ff6a2241
|
8fd558674ecf773ef1ec6022bbae0e6c7c72c36b
|
7fd17a8de8923f6508c7b5960e353b55
| null | null |
73385a54-9c99-4379-ad29-85aaaea4ea38
| 2025-04-30T23:42:07
|
ai
|
Vectra AI v5.0.0
|
high
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|high| desc=AI system model_access by gomezdale No additional info
|
{
"geo_location": "Peru",
"device_hash": "7e2a2d2c69a6c5a9215f1d1ce7721f34",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; kok-IN) AppleWebKit/534.13.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B111 Safari/6534.13.5",
"session_id": "526ac58b-026f-48f0-a473-f478fd2d79ff",
"risk_score": 73.25,
"confidence": 0.96
}
| null | null | null | null | null |
No additional info
|
AI system model_access by gomezdale No additional info
|
model_access
| null | null |
gomezdale
| null | null | null | null | null | null | null | null | null | null | null | null |
model-a1acef72
|
5bf69893e901c12e11bef5ce11cbe261
|
3722fce36b7f8c3a3511c85872b0c5de9357e26d
| null | null |
3a69c21f-7edf-4a64-861d-0c8347424b3d
| 2025-04-12T00:03:29
|
firewall
|
Darktrace v6.0.0
|
low
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|low| desc=Firewall allow SSH traffic from 189.208.117.230:768 to 129.249.49.17:29729 MITRE Technique: T1204.002 | Associated Threat Actor: APT29
|
{
"geo_location": "Czech Republic",
"device_hash": "834935be9cd05f5a8e3c1d31584001a6fea2eb22856e0e4a925a15dbd0bee350",
"user_agent": "Opera/8.36.(X11; Linux x86_64; hy-AM) Presto/2.9.184 Version/11.00",
"session_id": "175a4eb8-6fd1-4d51-be9c-e033056aba6a",
"risk_score": 35.48,
"confidence": 0.53
}
|
189.208.117.230
|
129.249.49.17
| null | null | null |
MITRE Technique: T1204.002 | Associated Threat Actor: APT29
|
Firewall allow SSH traffic from 189.208.117.230:768 to 129.249.49.17:29729 MITRE Technique: T1204.002 | Associated Threat Actor: APT29
|
allow
| 498,161
|
SSH
| null | null | null | null | null | null | null | null | 768
| 29,729
| 2,009
| null | null | null | null | null | null | null |
a2af00fc-f351-44ee-afb4-d5b96423a463
| 2025-06-01T12:13:07
|
cloud
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|medium| desc=Cloud config_change in OCI by martinlarry No additional info
|
{
"geo_location": "Niue",
"device_hash": "5a1920d8764dc65e2cf19b9300dc3a3e",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 9_3_6 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) CriOS/24.0.833.0 Mobile/10G245 Safari/535.0",
"session_id": "6766ecca-585f-4f93-9f33-fe5169aca238",
"risk_score": 39.29,
"confidence": 0.24
}
| null | null | null | null | null |
No additional info
|
Cloud config_change in OCI by martinlarry No additional info
|
config_change
| null | null |
martinlarry
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-0c396bca
|
f8f14954-ae0c-4ab6-bcc9-db516e2f7651
| 2020-09-25T01:55:25
|
network
|
LogRhythm v7.5.0
|
low
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 35.208.183.71 to 126.143.40.216 No additional info noise=owner|yes|low
|
{
"geo_location": "Montserrat",
"device_hash": "5853552a3a340aaff29bb5f5803d2db8d6d766e7bb3a771ca800c285cba54bcd",
"user_agent": "Opera/8.32.(Windows 95; li-NL) Presto/2.9.166 Version/11.00",
"session_id": "0beac3b1-211d-49e5-be8f-5875b54cd0cc",
"risk_score": 50.27,
"confidence": 0.14
}
|
35.208.183.71
|
126.143.40.216
| null | null | null |
No additional info
|
Network protocol_anomaly from 35.208.183.71 to 126.143.40.216 No additional info
|
protocol_anomaly
| 407,657
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3125ee3c-3412-408c-beae-732840e01161
| 2025-03-17T05:38:21
|
ids_alert
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|medium| desc=Snort Alert: DNS Tunneling detected from 208.26.171.157 targeting 83.67.105.169 No additional info
|
{
"geo_location": "Cambodia",
"device_hash": "c1b3e9cb7c7a9eb1a61db30c44848b95f9e62a87",
"user_agent": "Opera/8.83.(X11; Linux x86_64; tr-CY) Presto/2.9.172 Version/10.00",
"session_id": "3b5ac19b-e315-4113-bc49-e187f1be798c",
"risk_score": 43.27,
"confidence": 0.25
}
|
208.26.171.157
|
83.67.105.169
|
DNS Tunneling
|
SIG-9731
|
Malware
|
No additional info
|
Snort Alert: DNS Tunneling detected from 208.26.171.157 targeting 83.67.105.169 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d7504e7f-d857-4144-b20f-e1d4c0e73816
| 2025-06-25T04:56:52
|
firewall
|
Wazuh v4.5.0
|
low
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine SSH traffic from 1.101.26.147:529 to 54.87.9.155:1013 MITRE Technique: T1204.002
|
{
"geo_location": "Sri Lanka",
"device_hash": "4fa421974f099f649f2ee3810908483e",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 11_4_1 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/12.4z1092.0 Mobile/45U477 Safari/532.0",
"session_id": "052b5c02-aac7-4841-9a40-6364cadacad5",
"risk_score": 76.22,
"confidence": 0.44
}
|
1.101.26.147
|
54.87.9.155
| null | null | null |
MITRE Technique: T1204.002
|
Firewall quarantine SSH traffic from 1.101.26.147:529 to 54.87.9.155:1013 MITRE Technique: T1204.002
|
quarantine
| 7,888
|
SSH
| null | null | null | null | null | null | null | null | 529
| 1,013
| 1,484
| null | null | null | null | null | null | null |
02c99603-cc18-4b8a-9e29-906d80704cc3
| 2025-03-19T15:04:23
|
network
|
Tanium v7.4.0
|
low
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|low| desc=Network disconnection from 126.177.145.86 to 131.148.96.78 No additional info
|
{
"geo_location": "Namibia",
"device_hash": "d10c8ea284fd97624d84f4be20da3d84",
"user_agent": "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/21.0.887.0 Safari/533.0",
"session_id": "e7aab1d2-dd67-479f-9ca4-2e4b0658f70e",
"risk_score": 42.42,
"confidence": 0.54
}
|
126.177.145.86
|
131.148.96.78
| null | null | null |
No additional info
|
Network disconnection from 126.177.145.86 to 131.148.96.78 No additional info
|
disconnection
| 199,162
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
095821f9-ca3d-42db-9181-f2feac50ef39
| 2025-06-14T15:43:27
|
cloud
|
Suricata v6.0.10
|
info
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in OCI by reginalddean Associated Threat Actor: Wizard Spider noise=difference|option|face
|
{
"geo_location": "China",
"device_hash": "8a2172500d9e6a38efe7972a0582ac87603960e4",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_2 rv:5.0; om-ET) AppleWebKit/534.17.1 (KHTML, like Gecko) Version/5.1 Safari/534.17.1",
"session_id": "8fa0f823-21f3-4916-8148-f4f292af6671",
"risk_score": 65.08,
"confidence": 0.51
}
| null | null | null | null | null |
Associated Threat Actor: Wizard Spider
|
Cloud container_escape in OCI by reginalddean Associated Threat Actor: Wizard Spider
|
container_escape
| null | null |
reginalddean
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-d607d251
|
6f60e549-2b47-441f-8e6b-b4dd3a65793a
| 2025-04-27T05:57:18
|
endpoint
|
Wazuh v4.5.0
|
info
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint process_start /early/challenge.wav by richardchurch MITRE Technique: T1218.011 noise=blog
|
{
"geo_location": "Iceland",
"device_hash": "5afd089a7249acf2b86737df0c2fc3db",
"user_agent": "Opera/8.80.(Windows NT 11.0; gv-GB) Presto/2.9.177 Version/11.00",
"session_id": "0f747040-533b-4ce4-b615-2320032569bf",
"risk_score": 17.94,
"confidence": 0.58
}
| null | null | null | null | null |
MITRE Technique: T1218.011
|
Endpoint process_start /early/challenge.wav by richardchurch MITRE Technique: T1218.011
|
process_start
| null | null |
richardchurch
|
/early/challenge.wav
| 9,005
|
explorer.exe
|
{
"baseline_deviation": 0.74,
"entropy": 4.54,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
0a4c5bff-4858-4368-8cf3-480f39dcfba0
| 2021-03-14T05:47:09
|
endpoint
|
OSSEC v3.7.0
|
high
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint process_stop /nature/increase.webm by nielsenvalerie MITRE Technique: T1566.001 noise=FC46B01A
|
{
"geo_location": "Dominica",
"device_hash": "561a0e49dfd0aca8b2ad24a6b82f20cf",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.01; Trident/4.1)",
"session_id": "81542341-1808-4118-a727-009a5567fdfb",
"risk_score": 58.52,
"confidence": 0.06
}
| null | null | null | null | null |
MITRE Technique: T1566.001
|
Endpoint process_stop /nature/increase.webm by nielsenvalerie MITRE Technique: T1566.001
|
process_stop
| null | null |
nielsenvalerie
|
/nature/increase.webm
| 5,347
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
180a57b8-09c7-4d40-94f5-2e07dbe3e999
| 2025-06-18T01:34:02
|
endpoint
|
Palo Alto Cortex v3.0.0
|
critical
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint memory_injection again by imiller No additional info
|
{
"geo_location": "Nigeria",
"device_hash": "9153ae8d39f34bb0f5ddccd7cacd099e0b8c21f6ef942bae0f19f5797ddd2a25",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_5) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/17.0.883.0 Safari/531.1",
"session_id": "2430cf50-74d0-4d4e-8eb0-65821c46cdf5",
"risk_score": 75.44,
"confidence": 0.76
}
| null | null | null | null | null |
No additional info
|
Endpoint memory_injection again by imiller No additional info
|
memory_injection
| null | null |
imiller
|
again
| 3,391
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6d5e3123-6917-40bd-93f3-61008f4538c7
| 2025-04-02T15:14:28
|
ids_alert
|
Suricata v6.0.10
|
high
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|high| desc=Suricata Alert: XSS detected from 48.64.53.163 targeting 164.55.110.47 MITRE Technique: T1543.003
|
{
"geo_location": "Romania",
"device_hash": "cca9717a403dd71055687d5793700516",
"user_agent": "Mozilla/5.0 (Windows 95; ha-NG; rv:1.9.2.20) Gecko/9772-11-24 11:58:06 Firefox/7.0",
"session_id": "861084a7-3888-445c-a330-546bd9c294c3",
"risk_score": 76.16,
"confidence": 0.58
}
|
48.64.53.163
|
164.55.110.47
|
XSS
|
SIG-5420
|
Malware
|
MITRE Technique: T1543.003
|
Suricata Alert: XSS detected from 48.64.53.163 targeting 164.55.110.47 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 |
f5721df5-970f-49b6-b030-47be81e1521a
| 2025-06-24T08:31:22
|
endpoint
|
Trellix v10.7.0
|
low
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_stop management by perezjonathon No additional info
|
{
"geo_location": "Azerbaijan",
"device_hash": "3ca9617391720d92b585b7cb31f271e644c8d35d",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_7 rv:6.0; be-BY) AppleWebKit/531.39.3 (KHTML, like Gecko) Version/5.0 Safari/531.39.3",
"session_id": "c9add883-9f29-458c-8e66-ec12688a98b6",
"risk_score": 89.98,
"confidence": 0.21
}
| null | null | null | null | null |
No additional info
|
Endpoint process_stop management by perezjonathon No additional info
|
process_stop
| null | null |
perezjonathon
|
management
| 2,379
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
547530a3-0a72-47ec-9278-14964d2f6f3d
| 2025-04-01T20:02:40
|
cloud
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|medium| desc=Cloud api_abuse in AWS by jenkinsmark Unconventional IOC: GPU memory artifacts
|
{
"geo_location": "Sri Lanka",
"device_hash": "5a21a60d8449b24915e76a5318f464bf6c1701c4",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_4) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/24.0.803.0 Safari/532.0",
"session_id": "5302ff5f-a948-4c48-a892-ef1b2051045f",
"risk_score": 49.74,
"confidence": 0.89
}
| null | null | null | null | null |
Unconventional IOC: GPU memory artifacts
|
Cloud api_abuse in AWS by jenkinsmark Unconventional IOC: GPU memory artifacts
|
api_abuse
| null | null |
jenkinsmark
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-fc2f2d24
|
56eddc76-5fd1-4466-8aee-b4848c54c152
| 2023-11-21T22:57:12
|
firewall
|
Microsoft Sentinel v1.0.0
|
medium
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall inspect TCP traffic from 10.111.11.209:294 to 54.220.236.147:109 MITRE Technique: T1486 noise=QXJtLg==
|
{
"geo_location": "Lithuania",
"device_hash": "e988179b0c0f914b1bae128e849d5979",
"user_agent": "Opera/8.33.(X11; Linux i686; mr-IN) Presto/2.9.188 Version/12.00",
"session_id": "c39ac0c9-93e1-4a6f-b169-eb1558c4a418",
"risk_score": 43.27,
"confidence": 0.76
}
|
10.111.11.209
|
54.220.236.147
| null | null | null |
MITRE Technique: T1486
|
Firewall inspect TCP traffic from 10.111.11.209:294 to 54.220.236.147:109 MITRE Technique: T1486
|
inspect
| 421,869
|
TCP
| null | null | null | null | null | null | null | null | 294
| 109
| 1,468
| null | null | null | null | null | null | null |
07742787-d6c7-4a86-aa6a-6a08616027f4
| 2025-02-14T03:26:03
|
cloud
|
Splunk v9.0.2
|
low
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|low| desc=Cloud config_change in OCI by juan47 MITRE Technique: T1190
|
{
"geo_location": "Dominica",
"device_hash": "f48165b5c02eec7a89c189e69295509aa2b5a5e5",
"user_agent": "Opera/8.96.(Windows NT 11.0; an-ES) Presto/2.9.183 Version/12.00",
"session_id": "e3b1ac48-1603-497f-9a23-392a4463a528",
"risk_score": 42.73,
"confidence": 0.91
}
| null | null | null | null | null |
MITRE Technique: T1190
|
Cloud config_change in OCI by juan47 MITRE Technique: T1190
|
config_change
| null | null |
juan47
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-322539c2
|
002e3801-9375-4f08-ba40-5a5fcaa6e265
| 2025-07-04T03:15:29
|
network
|
Vectra AI v5.0.0
|
medium
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|medium| desc=Network bandwidth_usage from 49.98.43.7 to 213.182.77.63 MITRE Technique: T1486
|
{
"geo_location": "Iran",
"device_hash": "a4183515f30bd89f30ada3817391ebbe4e96153361059145b495ff7e49be71b6",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/7284-03-11 13:35:17 Firefox/5.0",
"session_id": "109c9610-ea9f-4147-988e-55b59cf5f268",
"risk_score": 20.05,
"confidence": 0.48
}
|
49.98.43.7
|
213.182.77.63
| null | null | null |
MITRE Technique: T1486
|
Network bandwidth_usage from 49.98.43.7 to 213.182.77.63 MITRE Technique: T1486
|
bandwidth_usage
| 291,831
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a48fdb7b-d229-46ea-a58d-61aa63781c5f
| 2025-04-30T01:25:39
|
endpoint
|
LogRhythm v7.5.0
|
medium
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint wmi_exec product by mcdonaldkimberly No additional info noise=R2V0IGZsb29yLg==
|
{
"geo_location": "Argentina",
"device_hash": "ccd8cc4bf38e97f7c7d3cb2d9af7ff86",
"user_agent": "Mozilla/5.0 (Windows 98) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/43.0.826.0 Safari/532.0",
"session_id": "9be27861-53ed-4832-b902-f231ecb5860a",
"risk_score": 40.57,
"confidence": 0.43
}
| null | null | null | null | null |
No additional info
|
Endpoint wmi_exec product by mcdonaldkimberly No additional info
|
wmi_exec
| null | null |
mcdonaldkimberly
|
product
| 7,706
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
afa6dd6f-fa2a-48e2-9203-0fa4527caf54
| 2025-05-17T17:35:20
|
iot
|
Vectra AI v5.0.0
|
medium
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera battery_drain MITRE Technique: T1059.001
|
{
"geo_location": "Iraq",
"device_hash": "0515a661d2720d2736f995c93e71cd5f3baf7606ad79383c9a9d5c474b5f0340",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 10.0; Trident/3.0)",
"session_id": "6c02e1b9-ee59-4144-aa12-830dd0a8fc40",
"risk_score": 39.13,
"confidence": 0.4
}
| null | null | null | null | null |
MITRE Technique: T1059.001
|
IoT device Camera battery_drain MITRE Technique: T1059.001
|
battery_drain
| null | null | null | null | null | null | null |
Camera
|
iot-d27d96ad
|
7.8
| null | null | null | null | null | null | null | null | null | null |
73a627f6-432e-45c4-9d80-bc9f0d6ea9c1
| 2026-12-26T14:57:12
|
network
|
Elastic SIEM v8.9.0
|
low
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|low| desc=Network disconnection from 10.134.49.45 to 66.177.64.40 No additional info noise=74D4811F
|
{
"geo_location": "Jordan",
"device_hash": "37ab08302a40f6dbaa42a38be75f345be9ea48f4",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/57.0.834.0 Safari/535.2",
"session_id": "57ab8297-0745-4fbc-977a-d39642641eab",
"risk_score": 47.6,
"confidence": 0.68
}
|
10.134.49.45
|
66.177.64.40
| null | null | null |
No additional info
|
Network disconnection from 10.134.49.45 to 66.177.64.40 No additional info
|
disconnection
| 357,217
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
21de8853-9f16-44ba-bfd7-787cf8b83a50
| 2025-05-22T20:03:36
|
cloud
|
FireEye HX v4.5.0
|
low
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in AWS by hernandezbradley No additional info
|
{
"geo_location": "Bahrain",
"device_hash": "7d163f3a65f8aa5c61ba4c63dd8fc5632f31028a",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_4; rv:1.9.5.20) Gecko/2156-07-12 22:25:03 Firefox/3.8",
"session_id": "43af033b-ed4f-46ca-af1a-6e287064abd9",
"risk_score": 55.07,
"confidence": 0.54
}
| null | null | null | null | null |
No additional info
|
Cloud api_abuse in AWS by hernandezbradley No additional info
|
api_abuse
| null | null |
hernandezbradley
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-92f2f815
|
6f69096d-794a-49fa-82e4-e2e1d0edec0c
| 2025-05-14T11:52:18
|
ids_alert
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|low| desc=ArcSight Alert: AI Model Poisoning detected from 10.191.243.117 targeting 213.76.81.114 No additional info
|
{
"geo_location": "Timor-Leste",
"device_hash": "b12fc81079457d16c5d1db39df019d660fe06543",
"user_agent": "Opera/9.42.(X11; Linux x86_64; id-ID) Presto/2.9.168 Version/11.00",
"session_id": "61949b75-7030-4d5a-b612-b4e52ba31c4e",
"risk_score": 35.73,
"confidence": 0.46
}
|
10.191.243.117
|
213.76.81.114
|
AI Model Poisoning
|
SIG-3866
|
Evasion
|
No additional info
|
ArcSight Alert: AI Model Poisoning detected from 10.191.243.117 targeting 213.76.81.114 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
690a83e0-130a-450a-9eb3-d32294710304
| 2025-02-14T16:16:43
|
ai
|
Suricata v6.0.10
|
low
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|low| desc=AI system model_inversion by virginiaroberts MITRE Technique: T1486 | Associated Threat Actor: BlueNoroff
|
{
"geo_location": "Thailand",
"device_hash": "9342efd40a791e6c579be578906e54d8",
"user_agent": "Opera/8.37.(X11; Linux x86_64; sv-SE) Presto/2.9.186 Version/11.00",
"session_id": "976f2a1d-280a-4f3d-bbfc-76fc70c5fa2e",
"risk_score": 52.47,
"confidence": 0.45
}
| null | null | null | null | null |
MITRE Technique: T1486 | Associated Threat Actor: BlueNoroff
|
AI system model_inversion by virginiaroberts MITRE Technique: T1486 | Associated Threat Actor: BlueNoroff
|
model_inversion
| null | null |
virginiaroberts
| null | null | null | null | null | null | null | null | null | null | null | null |
model-e0347fd6
|
88b96dc0eece700f83147d50c5a7f654058e936ac4d2f7d226151b258f60a9a8
|
3cdb2b8274a023549351d0cbaebf7b4d
| null | null |
f4781533-55d2-41ab-864c-2985e01db7af
| 2025-05-09T17:10:53
|
auth
|
AlienVault v5.7.0
|
medium
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|medium| desc=Auth failed for zgonzalez via biometric from 131.126.171.83 MITRE Technique: T1110.003 | Unconventional IOC: Quantum random number deviations
|
{
"geo_location": "Czech Republic",
"device_hash": "ecc43c75e685423487e09b1e8cd6b0fd",
"user_agent": "Opera/8.33.(X11; Linux i686; ug-CN) Presto/2.9.178 Version/10.00",
"session_id": "e096f24f-7da5-405e-8298-49a654080ce8",
"risk_score": 65.8,
"confidence": 0.19
}
|
131.126.171.83
| null | null | null | null |
MITRE Technique: T1110.003 | Unconventional IOC: Quantum random number deviations
|
Auth failed for zgonzalez via biometric from 131.126.171.83 MITRE Technique: T1110.003 | Unconventional IOC: Quantum random number deviations
|
failed
| null | null |
zgonzalez
| null | null | null | null | null | null | null | null | null | null |
biometric
|
0b:d9:f3:e4:c7:8e
| null | null | null | null | null |
1cb713a4-46b1-468e-bea8-4cf925dd71ee
| 2025-05-05T02:09:58
|
network
|
CrowdStrike v6.45.0
|
critical
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|critical| desc=Network latency_spike from 80.242.40.28 to 37.253.220.103 MITRE Technique: T1059.005
|
{
"geo_location": "North Korea",
"device_hash": "4397d992c7a4ba66da8bddfd665bf89c39e9df6b0216f83573826b8ce1cd9fab",
"user_agent": "Mozilla/5.0 (Windows NT 11.0; kw-GB; rv:1.9.2.20) Gecko/8840-09-08 23:04:55 Firefox/3.8",
"session_id": "416eaee5-cef3-4d8d-bf40-2576e2e6959f",
"risk_score": 17.9,
"confidence": 0.96
}
|
80.242.40.28
|
37.253.220.103
| null | null | null |
MITRE Technique: T1059.005
|
Network latency_spike from 80.242.40.28 to 37.253.220.103 MITRE Technique: T1059.005
|
latency_spike
| 69,211
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f002ae59-8729-42d4-bbeb-fd606b2af212
| 2025-03-02T18:25:54
|
endpoint
|
Microsoft Sentinel v1.0.0
|
low
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint memory_injection benefit by carlyperez No additional info
|
{
"geo_location": "Belarus",
"device_hash": "7cdbfe646c4a7f407cf4075041bc92576670f14a",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_9 rv:3.0; ka-GE) AppleWebKit/533.48.2 (KHTML, like Gecko) Version/5.1 Safari/533.48.2",
"session_id": "feff6b21-0fdd-4133-a63a-cd470b851b92",
"risk_score": 41.34,
"confidence": 0.47
}
| null | null | null | null | null |
No additional info
|
Endpoint memory_injection benefit by carlyperez No additional info
|
memory_injection
| null | null |
carlyperez
|
benefit
| 8,884
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f3390a20-f6ba-453e-ba1e-54e3cb2a4fc2
| 2025-06-05T20:23:18
|
iot
|
OSSEC v3.7.0
|
low
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor firmware_update No additional info
|
{
"geo_location": "Aruba",
"device_hash": "317eee3af038ec48acd817a759b047e6548a4563",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; wo-SN; rv:1.9.1.20) Gecko/7813-03-03 05:35:28 Firefox/3.6.15",
"session_id": "6c833699-a608-41e4-ab41-e556b23492db",
"risk_score": 21.57,
"confidence": 0.79
}
| null | null | null | null | null |
No additional info
|
IoT device Sensor firmware_update No additional info
|
firmware_update
| null | null | null | null | null | null | null |
Sensor
|
iot-ddd3f3af
|
1.5
| null | null | null | null | null | null | null | null | null | null |
d94299ea-1cb8-40ce-a387-ab5fc3f3bc2c
| 2025-05-01T02:45:41
|
endpoint
|
Darktrace v6.0.0
|
low
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint wmi_exec certain by paulrowe No additional info
|
{
"geo_location": "Ethiopia",
"device_hash": "5b21ce0d0e4a9972f0582dbe3b699f4266532f8f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 98; Trident/3.1)",
"session_id": "7a7f1c1e-6ccf-4ca4-9478-9d6cfb323f46",
"risk_score": 0.8,
"confidence": 0.2
}
| null | null | null | null | null |
No additional info
|
Endpoint wmi_exec certain by paulrowe No additional info
|
wmi_exec
| null | null |
paulrowe
|
certain
| 9,377
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
479d1430-44a5-4229-a4c6-44df3a408367
| 2025-06-04T06:04:43
|
network
|
Darktrace v6.0.0
|
low
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|low| desc=Network bandwidth_usage from 138.76.184.127 to 143.139.211.35 No additional info
|
{
"geo_location": "French Polynesia",
"device_hash": "bed937727c33ec6043666ee9675ea48bfa442f31",
"user_agent": "Mozilla/5.0 (Linux; Android 4.1) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/63.0.803.0 Safari/536.0",
"session_id": "1cf526f0-c8ac-44d0-a344-b7f2ef84ec56",
"risk_score": 69.76,
"confidence": 0.07
}
|
138.76.184.127
|
143.139.211.35
| null | null | null |
No additional info
|
Network bandwidth_usage from 138.76.184.127 to 143.139.211.35 No additional info
|
bandwidth_usage
| 178,434
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2d6cc577-4504-4f84-98b9-ff84df6f2539
| 2025-06-11T20:07:43
|
ai
|
OSSEC v3.7.0
|
medium
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|medium| desc=AI system fine_tuning by zvargas MITRE Technique: T1059.001 | Associated Threat Actor: Mustang Panda
|
{
"geo_location": "Antigua and Barbuda",
"device_hash": "e67fea52b5921544bdb1b7253216cc7b504dacd92f349cc07bd1c0bede979aec",
"user_agent": "Opera/8.57.(X11; Linux x86_64; it-IT) Presto/2.9.170 Version/12.00",
"session_id": "a2790260-c86c-485a-bf13-50825ad4a549",
"risk_score": 62.05,
"confidence": 0.57
}
| null | null | null | null | null |
MITRE Technique: T1059.001 | Associated Threat Actor: Mustang Panda
|
AI system fine_tuning by zvargas MITRE Technique: T1059.001 | Associated Threat Actor: Mustang Panda
|
fine_tuning
| null | null |
zvargas
| null | null | null |
{
"baseline_deviation": 2.88,
"entropy": 4.79,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null |
model-fcb2b6a8
|
82ae129183f83662bf624354410139c82bf516ed
|
c09698ff2fbdf75726d6786f422e6968c02447c9
| null | null |
cf8eab0b-4230-474b-97b9-2421d7c92dd3
| 2025-02-05T17:53:27
|
firewall
|
Snort v2.9.20
|
high
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|high| desc=Firewall allow TCP traffic from 105.159.0.82:25428 to 75.125.38.189:50449 No additional info
|
{
"geo_location": "French Guiana",
"device_hash": "c461d5ce90848b7b19f53d6b592384b0e007c3dd",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; hr-HR) AppleWebKit/533.22.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6533.22.4",
"session_id": "82d8a75f-7110-43b9-882b-e545fd680231",
"risk_score": 37.3,
"confidence": 0.48
}
|
105.159.0.82
|
75.125.38.189
| null | null | null |
No additional info
|
Firewall allow TCP traffic from 105.159.0.82:25428 to 75.125.38.189:50449 No additional info
|
allow
| 13,934
|
TCP
| null | null | null | null | null | null | null | null | 25,428
| 50,449
| 80
| null | null | null | null | null | null | null |
0f9b430f-7702-45c3-bb25-129003851032
| 2025-04-23T23:46:26
|
iot
|
Tanium v7.4.0
|
medium
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC unusual_activity No additional info
|
{
"geo_location": "China",
"device_hash": "0ce761591da8af7dcdd962f4707c8777c775ae4bc50be8f4ca2a73934504f4f6",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/533.6.7 (KHTML, like Gecko) Version/4.0.1 Safari/533.6.7",
"session_id": "86032ff9-98f9-4199-8ce1-2653aec57c8d",
"risk_score": 46.4,
"confidence": 0.5
}
| null | null | null | null | null |
No additional info
|
IoT device HVAC unusual_activity No additional info
|
unusual_activity
| null | null | null | null | null | null |
{
"baseline_deviation": 2.64,
"entropy": 7.34,
"frequency_anomaly": true,
"sequence_anomaly": false
}
|
HVAC
|
iot-866eb00a
|
6.9
| null | null | null | null | null | null | null | null | null | null |
906fc2f3-4716-45ea-b4cb-ac12b958d753
| 2025-05-31T13:04:23
|
cloud
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|high| desc=Cloud container_escape in GCP by margaretyoung No additional info
|
{
"geo_location": "Svalbard & Jan Mayen Islands",
"device_hash": "f607d2cdb96df2eac933c7b74327c172421cd4b8de431eb8f054bdc427f87dc1",
"user_agent": "Mozilla/5.0 (Windows 95) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/30.0.852.0 Safari/532.2",
"session_id": "4f5e3cef-fa0a-43c0-84d8-4815f6648b6c",
"risk_score": 53.98,
"confidence": 0.13
}
| null | null | null | null | null |
No additional info
|
Cloud container_escape in GCP by margaretyoung No additional info
|
container_escape
| null | null |
margaretyoung
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-0cda63f4
|
38284f68-02ac-4d6f-b947-a03fde9e69e4
| 2025-05-25T04:50:55
|
iot
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|low| desc=IoT device Camera command_injection Unconventional IOC: ACPI table modifications
|
{
"geo_location": "Uganda",
"device_hash": "456acae5917df92aeaafd16ed8a91976",
"user_agent": "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/25.0.827.0 Safari/536.2",
"session_id": "dfb6a72d-5f03-4c0c-a5b6-1fdc52ab0fe5",
"risk_score": 64.98,
"confidence": 0.57
}
| null | null | null | null | null |
Unconventional IOC: ACPI table modifications
|
IoT device Camera command_injection Unconventional IOC: ACPI table modifications
|
command_injection
| null | null | null | null | null | null | null |
Camera
|
iot-0a20182d
|
4.1
| null | null | null | null | null | null | null | null | null | null |
7c68bacb-7f98-4e92-bd84-736cfe5f8c7f
| 2025-04-13T10:15:47
|
cloud
|
OSSEC v3.7.0
|
critical
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud shadow_it in OCI by asanchez MITRE Technique: T1134.001
|
{
"geo_location": "Bangladesh",
"device_hash": "9b0bc8c23bbce6d3a9873bff2ea99a7e06d81dc4d874c70fc68e8ab6005e53d3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.01; Trident/4.0)",
"session_id": "447130d1-e7b4-4464-b4d5-425ab0ed030c",
"risk_score": 41.7,
"confidence": 0.15
}
| null | null | null | null | null |
MITRE Technique: T1134.001
|
Cloud shadow_it in OCI by asanchez MITRE Technique: T1134.001
|
shadow_it
| null | null |
asanchez
| null | null | null |
{
"baseline_deviation": 2.94,
"entropy": 3.44,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-27effc2a
|
eb06ee79-7164-41ef-a85c-893d0a4a9327
| 2025-03-30T23:04:41
|
iot
|
Carbon Black v7.8.0
|
low
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat side_channel MITRE Technique: T1486
|
{
"geo_location": "Marshall Islands",
"device_hash": "f6ca5ae32a10467cb652a625faaf5b4a",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/53.0.861.0 Safari/532.0",
"session_id": "538bf4aa-8ddc-4d81-a8bb-f031ca4687de",
"risk_score": 47.13,
"confidence": 0.5
}
| null | null | null | null | null |
MITRE Technique: T1486
|
IoT device Thermostat side_channel MITRE Technique: T1486
|
side_channel
| null | null | null | null | null | null | null |
Thermostat
|
iot-19dfd88b
|
9.2
| null | null | null | null | null | null | null | null | null | null |
0c922615-d8a1-403d-8c40-098bcb97482c
| 2025-05-11T07:00:25
|
ai
|
OSSEC v3.7.0
|
info
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|info| desc=AI system training_data_poisoning by jamesmaldonado No additional info
|
{
"geo_location": "Malawi",
"device_hash": "4597c2ed6746d37755be9b9b4494f8912f3606f9c5ae02b5cbe3ef67bc7477fa",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; mag-IN) AppleWebKit/535.14.7 (KHTML, like Gecko) Version/4.0.5 Mobile/8B117 Safari/6535.14.7",
"session_id": "9eb9e53f-432d-4f83-ba11-41672e7c9dfc",
"risk_score": 63.59,
"confidence": 0.99
}
| null | null | null | null | null |
No additional info
|
AI system training_data_poisoning by jamesmaldonado No additional info
|
training_data_poisoning
| null | null |
jamesmaldonado
| null | null | null | null | null | null | null | null | null | null | null | null |
model-b256593f
|
a3e70ff9cfe5818c3cfd7b90225d6b38cd4ceb0b
|
c44056d06712997720c99d48900721f5ae89ca01734e0adaabcb33e0f8bffb3a
| null | null |
9ab6d4da-d906-4e53-b332-b14602cee136
| 2025-03-04T20:16:04
|
network
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|high| desc=Network connection from 176.98.194.123 to 130.78.30.148 No additional info
|
{
"geo_location": "New Zealand",
"device_hash": "ca27edf26bfa6c78206f81af0b6b2f1ec2127277f2f162ddd5b701133887c4d7",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2.1) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/39.0.826.0 Safari/532.2",
"session_id": "a4a0a835-c273-4043-88ae-2266be401b18",
"risk_score": 26.18,
"confidence": 0.76
}
|
176.98.194.123
|
130.78.30.148
| null | null | null |
No additional info
|
Network connection from 176.98.194.123 to 130.78.30.148 No additional info
|
connection
| 791,521
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9bc83128-f201-4e21-9fe0-af550177736c
| 2025-05-11T04:02:15
|
network
|
Palo Alto Cortex v3.0.0
|
low
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 13.218.210.101 to 10.104.5.255 MITRE Technique: T1547.001
|
{
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "41f27024a242e77a1b6a99c23f6424695f0e0ed2e2cad760aba2acf1114f3515",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_0) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/42.0.898.0 Safari/534.0",
"session_id": "25103ff6-d81c-40f9-a78b-1a03434cc57a",
"risk_score": 42.8,
"confidence": 0.8
}
|
13.218.210.101
|
10.104.5.255
| null | null | null |
MITRE Technique: T1547.001
|
Network latency_spike from 13.218.210.101 to 10.104.5.255 MITRE Technique: T1547.001
|
latency_spike
| 539,684
|
HTTPS
| null | null | null | null |
{
"baseline_deviation": 0.86,
"entropy": 5.9,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
07a3ccbd-1744-4bd4-9309-6cdb472b98ac
| 2025-03-11T13:52:19
|
ids_alert
|
FireEye HX v4.5.0
|
critical
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|critical| desc=FireEye HX Alert: MFA Bypass detected from 183.55.219.121 targeting 87.254.14.124 No additional info
|
{
"geo_location": "Iran",
"device_hash": "c7b192530b5f9f6adf2a06f6cec8b225c8329098",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/5.1)",
"session_id": "b99c3ef2-3d22-4bce-a502-50923fcd191f",
"risk_score": 70.92,
"confidence": 0.02
}
|
183.55.219.121
|
87.254.14.124
|
MFA Bypass
|
SIG-4677
|
Recon
|
No additional info
|
FireEye HX Alert: MFA Bypass detected from 183.55.219.121 targeting 87.254.14.124 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f25a0a38-0d8d-4774-a5e1-abf382a9c655
| 2025-03-01T18:58:38
|
network
|
Suricata v6.0.10
|
low
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|low| desc=Network latency_spike from 133.97.13.237 to 103.147.99.122 MITRE Technique: T1574.002 | DGA domain detected
|
{
"geo_location": "Korea",
"device_hash": "9cebd4386a6b1f61b2729386c030ad7a54ea4ad0cc32c89a6cddc3f86857858f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.01; Trident/5.1)",
"session_id": "21d12db5-bdf1-4eb4-81e5-d20eb441ed80",
"risk_score": 61.46,
"confidence": 0.36
}
|
133.97.13.237
|
103.147.99.122
| null | null | null |
MITRE Technique: T1574.002 | DGA domain detected
|
Network latency_spike from 133.97.13.237 to 103.147.99.122 MITRE Technique: T1574.002 | DGA domain detected
|
latency_spike
| 893,639
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5f0fcda4-210c-4cdf-8765-840843217da2
| 2025-04-09T16:55:44
|
network
|
FireEye HX v4.5.0
|
high
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|high| desc=Network connection from 202.152.242.176 to 179.182.100.7 No additional info noise=UGFnZS4=
|
{
"geo_location": "Gambia",
"device_hash": "8e086a93882a548192e52acd7ce1ad1f",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_1; rv:1.9.3.20) Gecko/7558-04-20 19:12:39 Firefox/3.8",
"session_id": "29300b02-3cb6-4ac2-ba3d-571790e29b74",
"risk_score": 26.37,
"confidence": 0.9
}
|
202.152.242.176
|
179.182.100.7
| null | null | null |
No additional info
|
Network connection from 202.152.242.176 to 179.182.100.7 No additional info
|
connection
| 550,495
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f2a6a8b5-128d-4edf-b97c-5855962ffe27
| 2025-03-06T07:10:55
|
cloud
|
OSSEC v3.7.0
|
info
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|info| desc=Cloud instance_creation in Azure by rachel80 MITRE Technique: T1547.001
|
{
"geo_location": "Cote d'Ivoire",
"device_hash": "a759b1fd50dd95c58028f7ae7bd7db6717a39972",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 95; Trident/4.1)",
"session_id": "ef766db3-6cd4-4407-bdae-7d1f28811b83",
"risk_score": 53.04,
"confidence": 0.71
}
| null | null | null | null | null |
MITRE Technique: T1547.001
|
Cloud instance_creation in Azure by rachel80 MITRE Technique: T1547.001
|
instance_creation
| null | null |
rachel80
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-cc89b72c
|
2cb32fd8-a0dd-4d17-aaa8-ce73c6f164fd
| 2025-03-04T20:32:44
|
ids_alert
|
AlienVault v5.7.0
|
high
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|high| desc=AlienVault Alert: Credential Stuffing detected from 161.98.238.104 targeting 10.77.18.9 MITRE Technique: T1547.001
|
{
"geo_location": "Bhutan",
"device_hash": "11b32b431c27146cec51ad184f5df36bc06db542",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_11_8 rv:3.0; br-FR) AppleWebKit/532.47.7 (KHTML, like Gecko) Version/4.0.4 Safari/532.47.7",
"session_id": "11c7a5f7-b80b-45b1-bd60-775644d6efe0",
"risk_score": 68.49,
"confidence": 0.49
}
|
161.98.238.104
|
10.77.18.9
|
Credential Stuffing
|
SIG-2721
|
Policy
|
MITRE Technique: T1547.001
|
AlienVault Alert: Credential Stuffing detected from 161.98.238.104 targeting 10.77.18.9 MITRE Technique: T1547.001
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
db7b100f-ce56-40a3-ad8a-11790f7f1ce1
| 2025-05-13T11:32:07
|
ai
|
FireEye HX v4.5.0
|
low
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|low| desc=AI system api_abuse by richard91 No additional info
|
{
"geo_location": "Grenada",
"device_hash": "3c25c001dbed0f80459d3126d1d7b16c",
"user_agent": "Mozilla/5.0 (Windows NT 5.2) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/44.0.868.0 Safari/534.2",
"session_id": "6e8b8639-a8f3-414a-aa2e-dac5a93ebfd3",
"risk_score": 29.67,
"confidence": 0.5
}
| null | null | null | null | null |
No additional info
|
AI system api_abuse by richard91 No additional info
|
api_abuse
| null | null |
richard91
| null | null | null | null | null | null | null | null | null | null | null | null |
model-d4635781
|
cce76ce721dd592bad9a693c746e4c889e4ede16
|
26cdf898fee7fac9516fd90a6e3995f7
| null | null |
96549ada-8f5c-4157-b450-ed9c3fb09193
| 2025-02-28T03:04:47
|
auth
|
Splunk v9.0.2
|
low
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|low| desc=Auth locked for wilcoxjesse via MFA from 10.107.163.185 No additional info
|
{
"geo_location": "Venezuela",
"device_hash": "f40011df842d4bac5212b2af52b6dedf28497599",
"user_agent": "Mozilla/5.0 (Linux; Android 4.0.1) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/60.0.867.0 Safari/533.1",
"session_id": "6114d0d8-f286-4613-9b1f-aba15230bef7",
"risk_score": 47.67,
"confidence": 0.01
}
|
10.107.163.185
| null | null | null | null |
No additional info
|
Auth locked for wilcoxjesse via MFA from 10.107.163.185 No additional info
|
locked
| null | null |
wilcoxjesse
| null | null | null | null | null | null | null | null | null | null |
MFA
|
23:9b:fa:84:f7:55
| null | null | null | null | null |
27d402c6-d37e-43ca-b9f8-845edbae17e5
| 2025-05-22T15:59:37
|
cloud
|
OSSEC v3.7.0
|
info
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in Alibaba by amartin No additional info
|
{
"geo_location": "Gabon",
"device_hash": "249cc0f03c44d09d5b2c3e68f56e19f86ce42f0125db6660141cff7397238b67",
"user_agent": "Opera/9.57.(X11; Linux i686; cy-GB) Presto/2.9.187 Version/12.00",
"session_id": "f8f7df89-1caa-4d9a-8477-fd6fd5f8e555",
"risk_score": 48.16,
"confidence": 0.5
}
| null | null | null | null | null |
No additional info
|
Cloud lambda_execution in Alibaba by amartin No additional info
|
lambda_execution
| null | null |
amartin
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-05a69064
|
5e52935c-1cd4-4532-afe5-fd552ad4d3bd
| 2025-04-11T06:15:05
|
iot
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat command_injection MITRE Technique: T1574.002
|
{
"geo_location": "Saint Lucia",
"device_hash": "634f3803c9ca0e7e293d4ad8d2b995fd",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/3.0)",
"session_id": "4d79fd07-b965-4153-89d7-3f23d5b8d875",
"risk_score": 72,
"confidence": 0.62
}
| null | null | null | null | null |
MITRE Technique: T1574.002
|
IoT device Thermostat command_injection MITRE Technique: T1574.002
|
command_injection
| null | null | null | null | null | null | null |
Thermostat
|
iot-1bcb7792
|
2.8
| null | null | null | null | null | null | null | null | null | null |
696d97b7-4cfa-40bd-b0b4-9a7f602fbb0a
| 2025-03-12T15:10:10
|
iot
|
Suricata v6.0.10
|
high
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|high| desc=IoT device Medical side_channel No additional info
|
{
"geo_location": "Monaco",
"device_hash": "6f2f40277b3b63805d72f2323910187889fdb482ea7f23881747380b796ff429",
"user_agent": "Opera/9.10.(X11; Linux x86_64; aa-DJ) Presto/2.9.167 Version/12.00",
"session_id": "889c08fc-2ea8-4c12-9e57-7dc542ce0200",
"risk_score": 61.02,
"confidence": 0.84
}
| null | null | null | null | null |
No additional info
|
IoT device Medical side_channel No additional info
|
side_channel
| null | null | null | null | null | null | null |
Medical
|
iot-78d1aa20
|
3.8
| null | null | null | null | null | null | null | null | null | null |
a522d8b4-d58a-489f-8094-2b987ebc35c2
| 2025-06-28T17:29:13
|
ai
|
Trellix v10.7.0
|
critical
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|critical| desc=AI system model_access by zrich MITRE Technique: T1053.005
|
{
"geo_location": "Dominican Republic",
"device_hash": "9ee0220857261ece79f2d9cbfe05207a2b53b6837be3d0d03867fb5865fc0f80",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; ayc-PE; rv:1.9.2.20) Gecko/6457-10-25 13:47:15 Firefox/3.8",
"session_id": "730f12e7-060e-44f2-9fc5-94ec1b6ff9a0",
"risk_score": 61.14,
"confidence": 0
}
| null | null | null | null | null |
MITRE Technique: T1053.005
|
AI system model_access by zrich MITRE Technique: T1053.005
|
model_access
| null | null |
zrich
| null | null | null | null | null | null | null | null | null | null | null | null |
model-f934649a
|
e00217d7621d1133cd7604956eb0cb70
|
58ca4cb1e280e43c77a33f55d8bbcdfa
| null | null |
84c12fa4-432f-46ce-97e0-67d1e8e16d7c
| 2025-01-14T10:01:20
|
ai
|
Tanium v7.4.0
|
low
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|low| desc=AI system fine_tuning by wsanchez MITRE Technique: T1053.005 | Associated Threat Actor: REvil
|
{
"geo_location": "Venezuela",
"device_hash": "5f94742b6e866716d4c6c927eebd881cf8fbea80",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; ti-ET) AppleWebKit/532.45.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6532.45.6",
"session_id": "f5bc5a92-e6f0-4a28-a187-5e30f10d758c",
"risk_score": 40.85,
"confidence": 0.73
}
| null | null | null | null | null |
MITRE Technique: T1053.005 | Associated Threat Actor: REvil
|
AI system fine_tuning by wsanchez MITRE Technique: T1053.005 | Associated Threat Actor: REvil
|
fine_tuning
| null | null |
wsanchez
| null | null | null | null | null | null | null | null | null | null | null | null |
model-ee2df4f0
|
f3b81ed2ad913401393fbd5a6bc709230d4917e1b939bb8024245eb21ccfa2df
|
ef74240b981ead534121a70db0a6a5c760797795
| null | null |
6b026b54-01ab-43cb-b052-f5b99aecca3a
| 2025-01-21T11:06:36
|
ids_alert
|
Zeek v5.0.0
|
high
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|high| desc=Zeek Alert: ICS Attack detected from 171.235.181.234 targeting 117.45.93.105 MITRE Technique: T1486
|
{
"geo_location": "Korea",
"device_hash": "d05c41c4227c6838552701efcc48df5cc4b2baff",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/535.46.7 (KHTML, like Gecko) Version/4.0.2 Safari/535.46.7",
"session_id": "34447185-f712-48bd-81ab-f774a22b50e3",
"risk_score": 67.8,
"confidence": 0.41
}
|
171.235.181.234
|
117.45.93.105
|
ICS Attack
|
SIG-4402
|
Recon
|
MITRE Technique: T1486
|
Zeek Alert: ICS Attack detected from 171.235.181.234 targeting 117.45.93.105 MITRE Technique: T1486
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7999fda6-2d94-451e-a914-417155597de8
| 2025-02-11T05:14:00
|
iot
|
Trellix v10.7.0
|
critical
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical command_injection MITRE Technique: T1204.002 noise=throughout|total|end
|
{
"geo_location": "Saint Vincent and the Grenadines",
"device_hash": "6653a616640203bb9ec27e3ed96450f5be0d65ffa30759a774f1c29618ecd2b2",
"user_agent": "Mozilla/5.0 (Linux; Android 4.1.2) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/20.0.838.0 Safari/533.0",
"session_id": "bf26c504-64ff-49f5-9275-0dc020c7ff86",
"risk_score": 40.26,
"confidence": 0.65
}
| null | null | null | null | null |
MITRE Technique: T1204.002
|
IoT device Medical command_injection MITRE Technique: T1204.002
|
command_injection
| null | null | null | null | null | null | null |
Medical
|
iot-d79531fd
|
5.5
| null | null | null | null | null | null | null | null | null | null |
d382fcaf-5d59-4aca-bfda-bd7239a9e462
| 2025-06-28T12:08:05
|
ai
|
Microsoft Sentinel v1.0.0
|
medium
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by cainisabella MITRE Technique: T1059.005
|
{
"geo_location": "Christmas Island",
"device_hash": "4285e17aa19646a567a07d6d6f4984276d82d5ffb5da6471ee6c37827ad67e9e",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/4178-01-26 07:40:32 Firefox/3.8",
"session_id": "b5e2d416-e590-4607-a05b-5a2d6c6dada8",
"risk_score": 51.58,
"confidence": 0.69
}
| null | null | null | null | null |
MITRE Technique: T1059.005
|
AI system adversarial_input by cainisabella MITRE Technique: T1059.005
|
adversarial_input
| null | null |
cainisabella
| null | null | null | null | null | null | null | null | null | null | null | null |
model-6275f0ed
|
da89bc3bd56887190aa2098b4205e204
|
4fcbdf2fd8c90a3fbfd350a0d7e0b1a1
| null | null |
466b1c00-c4f4-4727-a6db-4f087957d497
| 2025-02-12T13:28:51
|
endpoint
|
Snort v2.9.20
|
critical
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec range by brownjoseph Unconventional IOC: GPU memory artifacts | Living-off-the-land technique detected
|
{
"geo_location": "Honduras",
"device_hash": "d919eb5cbcd0ee49b6ed78560d8a0693",
"user_agent": "Mozilla/5.0 (Windows CE) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/35.0.831.0 Safari/531.2",
"session_id": "3c3df1eb-b9a3-4954-9d0b-08d7e030881e",
"risk_score": 55.93,
"confidence": 0.03
}
| null | null | null | null | null |
Unconventional IOC: GPU memory artifacts | Living-off-the-land technique detected
|
Endpoint wmi_exec range by brownjoseph Unconventional IOC: GPU memory artifacts | Living-off-the-land technique detected
|
wmi_exec
| null | null |
brownjoseph
|
range
| 9,970
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
593c3bcc-a2c9-4985-9f58-d5c82f710d4f
| 2025-04-06T08:49:07
|
endpoint
|
Snort v2.9.20
|
info
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|info| desc=Endpoint service_install administration by gabriellong No additional info
|
{
"geo_location": "Liechtenstein",
"device_hash": "6e7684f1723f157b7aedc96b30dd358d",
"user_agent": "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/30.0.883.0 Safari/536.2",
"session_id": "fdc87fa3-8294-4416-9139-b354c89c57a7",
"risk_score": 24.48,
"confidence": 0.06
}
| null | null | null | null | null |
No additional info
|
Endpoint service_install administration by gabriellong No additional info
|
service_install
| null | null |
gabriellong
|
administration
| 4,229
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
905b8f97-d66a-4412-bf4a-5c117533dc96
| 2025-04-01T19:53:20
|
cloud
|
Tanium v7.4.0
|
low
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|low| desc=Cloud container_escape in OCI by taylorstephen MITRE Technique: T1574.002
|
{
"geo_location": "Montserrat",
"device_hash": "3abc8d9e279b7f3a4e8ff6197699c6997dd40b424d0745212ff68417f063e6fe",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_3 rv:2.0; ss-ZA) AppleWebKit/532.31.6 (KHTML, like Gecko) Version/5.0.4 Safari/532.31.6",
"session_id": "aa38886c-a5ec-4218-a883-13a73c59af42",
"risk_score": 52.59,
"confidence": 0.89
}
| null | null | null | null | null |
MITRE Technique: T1574.002
|
Cloud container_escape in OCI by taylorstephen MITRE Technique: T1574.002
|
container_escape
| null | null |
taylorstephen
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-25e62eec
|
fa82b4fe-e150-47c6-8415-97f0491d66bc
| 2025-04-28T06:42:09
|
endpoint
|
Darktrace v6.0.0
|
medium
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint file_access /far/doctor.mp4 by christopher10 MITRE Technique: T1059.005 | Associated Threat Actor: APT41
|
{
"geo_location": "United States Virgin Islands",
"device_hash": "d959d3ddfa0bfe65415f740d80d44a40baed8688",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/532.31.6 (KHTML, like Gecko) Version/4.0.2 Safari/532.31.6",
"session_id": "39db5dd6-1660-4bac-b377-aac51fdad95f",
"risk_score": 34.49,
"confidence": 0.8
}
| null | null | null | null | null |
MITRE Technique: T1059.005 | Associated Threat Actor: APT41
|
Endpoint file_access /far/doctor.mp4 by christopher10 MITRE Technique: T1059.005 | Associated Threat Actor: APT41
|
file_access
| null | null |
christopher10
|
/far/doctor.mp4
| 1,194
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a98444f8-032f-4eca-ac92-3baf995edd3c
| 2025-03-19T02:53:14
|
cloud
|
Zeek v5.0.0
|
info
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|info| desc=Cloud api_abuse in AWS by washingtonsophia No additional info
|
{
"geo_location": "Dominica",
"device_hash": "b418f3a62cf2c0e800a661e81a5b23a5",
"user_agent": "Mozilla/5.0 (Windows 98) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/16.0.807.0 Safari/534.1",
"session_id": "d71a801b-4de2-4ec1-a0cb-7f895facca32",
"risk_score": 42.17,
"confidence": 0.56
}
| null | null | null | null | null |
No additional info
|
Cloud api_abuse in AWS by washingtonsophia No additional info
|
api_abuse
| null | null |
washingtonsophia
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-e27612dd
|
8bb573f6-7343-47a8-aa08-7d5b8bd20212
| 2025-02-24T03:26:21
|
ai
|
Suricata v6.0.10
|
high
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|high| desc=AI system api_abuse by angelawalker No additional info
|
{
"geo_location": "Reunion",
"device_hash": "64bbc0a2de1618ec4c500f926eb757d2f73adc7d",
"user_agent": "Opera/8.18.(Windows NT 10.0; sw-KE) Presto/2.9.190 Version/12.00",
"session_id": "ad3f711a-4319-4686-9f6b-f4879d8b33a2",
"risk_score": 70.29,
"confidence": 0.48
}
| null | null | null | null | null |
No additional info
|
AI system api_abuse by angelawalker No additional info
|
api_abuse
| null | null |
angelawalker
| null | null | null | null | null | null | null | null | null | null | null | null |
model-c2006cbc
|
9d0f23685a1eb48cd71c68a04c98e3da01dff42a
|
07154ea95e425ea03b8f187e681e56bafed5901a
| null | null |
7b028664-3179-49f6-ad53-359262a24980
| 2025-02-27T22:10:30
|
ai
|
CrowdStrike v6.45.0
|
medium
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|medium| desc=AI system prompt_injection by bennettjustin No additional info noise=main/main
|
{
"geo_location": "Tonga",
"device_hash": "2d562318d2645c295abfd160432ec32d",
"user_agent": "Opera/9.86.(Windows NT 5.1; ur-PK) Presto/2.9.172 Version/12.00",
"session_id": "e8f8b401-cf60-42cc-9930-d6761527bd5e",
"risk_score": 84.08,
"confidence": 0.89
}
| null | null | null | null | null |
No additional info
|
AI system prompt_injection by bennettjustin No additional info
|
prompt_injection
| null | null |
bennettjustin
| null | null | null |
{
"baseline_deviation": 1.27,
"entropy": 2.86,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null |
model-ad0a980d
|
9f0519ad4d6caeb9e125f9dd68f2688d9108435f
|
15832f3831e5ba1b10a069fb19d344b2a558090d
| null | null |
e41826b2-9e8c-4e20-96bb-7f6ae7047d0b
| 2025-03-07T14:35:05
|
network
|
FireEye HX v4.5.0
|
low
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|low| desc=Network beaconing from 178.153.156.221 to 190.221.177.94 No additional info
|
{
"geo_location": "China",
"device_hash": "ec8d78f0d6a30e9ab538f293a0756a2a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/4.1)",
"session_id": "d0007c4c-6c0b-4426-8d6d-4ebc9d41baff",
"risk_score": 63.64,
"confidence": 0.52
}
|
178.153.156.221
|
190.221.177.94
| null | null | null |
No additional info
|
Network beaconing from 178.153.156.221 to 190.221.177.94 No additional info
|
beaconing
| 25,936
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7cac4dc3-4dda-4a40-a237-7321fc2f0dbd
| 2025-02-23T07:29:43
|
ids_alert
|
Microsoft Sentinel v1.0.0
|
medium
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|medium| desc=Microsoft Sentinel Alert: ICS Attack detected from 120.178.198.100 targeting 217.132.98.15 MITRE Technique: T1547.001
|
{
"geo_location": "Saint Kitts and Nevis",
"device_hash": "f8ae982e951c39a504aea62fc7e6921c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; fo-FO) AppleWebKit/531.42.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B116 Safari/6531.42.5",
"session_id": "6315afc9-ba30-4325-bacb-f289d8a1664e",
"risk_score": 52.58,
"confidence": 0.89
}
|
120.178.198.100
|
217.132.98.15
|
ICS Attack
|
SIG-3571
|
Policy
|
MITRE Technique: T1547.001
|
Microsoft Sentinel Alert: ICS Attack detected from 120.178.198.100 targeting 217.132.98.15 MITRE Technique: T1547.001
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
22c3e22f-86c0-4398-a7bf-912ec61ca44a
| 2025-07-02T08:59:36
|
endpoint
|
Trellix v10.7.0
|
info
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|info| desc=Endpoint registry_change /feeling/politics.ppt by margaret83 No additional info
|
{
"geo_location": "North Korea",
"device_hash": "1370bba727d6126718ba3357559cc39b",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/9.7q9292.0 Mobile/29P279 Safari/532.0",
"session_id": "8cf938cc-6e3b-4fc7-bce5-5864162e5c5d",
"risk_score": 25.22,
"confidence": 0.4
}
| null | null | null | null | null |
No additional info
|
Endpoint registry_change /feeling/politics.ppt by margaret83 No additional info
|
registry_change
| null | null |
margaret83
|
/feeling/politics.ppt
| 4,470
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a2405854-5520-44e1-8439-6a0522cede0e
| 2025-04-14T05:42:51
|
cloud
|
Darktrace v6.0.0
|
info
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|info| desc=Cloud instance_creation in AWS by haneybenjamin No additional info
|
{
"geo_location": "Uganda",
"device_hash": "4bd70dad015f490553a1366706458283",
"user_agent": "Opera/8.60.(X11; Linux x86_64; brx-IN) Presto/2.9.183 Version/10.00",
"session_id": "0fc09a28-c8b3-4d3a-91da-7d9454cc39e3",
"risk_score": 63.53,
"confidence": 0.09
}
| null | null | null | null | null |
No additional info
|
Cloud instance_creation in AWS by haneybenjamin No additional info
|
instance_creation
| null | null |
haneybenjamin
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-597fe174
|
9d22fd45-dc22-4dd2-be9f-058606abceec
| 2025-01-16T03:09:15
|
network
|
Wazuh v4.5.0
|
low
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|low| desc=Network covert_channel from 101.57.47.55 to 10.56.232.245 No additional info
|
{
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "d99426e321a046f3dd0b464c01c002a68433b1ac",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_9; rv:1.9.4.20) Gecko/9539-05-13 20:54:39 Firefox/15.0",
"session_id": "31c2bdfe-37ec-43f0-b909-14e42208e056",
"risk_score": 35.1,
"confidence": 0.84
}
|
101.57.47.55
|
10.56.232.245
| null | null | null |
No additional info
|
Network covert_channel from 101.57.47.55 to 10.56.232.245 No additional info
|
covert_channel
| 250,600
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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