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
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52cafe3d-f900-4344-b8a1-c348df169d13
| 2025-05-17T09:17:05
|
endpoint
|
Elastic SIEM v8.9.0
|
low
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|low| desc=Endpoint process_stop fast by kristen59 No additional info noise=posts
|
{
"geo_location": "Vietnam",
"device_hash": "32bff2f5dabbd341c50eed5d323f0913777bf5b5e557225ace54fdf6b20232e8",
"user_agent": "Opera/8.48.(Windows NT 6.1; hak-TW) Presto/2.9.171 Version/10.00",
"session_id": "58e29c5a-d608-46a5-ab0f-db147d867576",
"risk_score": 60.7,
"confidence": 0.17
}
| null | null | null | null | null |
No additional info
|
Endpoint process_stop fast by kristen59 No additional info
|
process_stop
| null | null |
kristen59
|
fast
| 6,779
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2d40bc39-38d3-492c-aa8b-50fa3589e765
| 2024-06-21T16:49:25
|
firewall
|
Suricata v6.0.10
|
high
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|firewall|high| desc=Firewall log-only SMB traffic from 189.20.230.236:761 to 67.251.239.33:172 No additional info
|
{
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "426b4b2465590d344056e4b9a452275d",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.3) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/20.0.843.0 Safari/532.2",
"session_id": "527701a3-7f64-4f95-8d9f-2836c54ead06",
"risk_score": 40.88,
"confidence": 0.62
}
|
189.20.230.236
|
67.251.239.33
| null | null | null |
No additional info
|
Firewall log-only SMB traffic from 189.20.230.236:761 to 67.251.239.33:172 No additional info
|
log-only
| 382,875
|
SMB
| null | null | null | null | null | null | null | null | 761
| 172
| 908
| null | null | null | null | null | null | null |
fcccd795-0c18-4b04-b176-d43d821dde25
| 2025-04-18T02:46:24
|
cloud
|
Splunk v9.0.2
|
critical
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in OCI by treed MITRE Technique: T1574.002
|
{
"geo_location": "Nauru",
"device_hash": "97dbcf16b5db58a48814ba8d227a44ab",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/531.30.7 (KHTML, like Gecko) Version/4.0.4 Safari/531.30.7",
"session_id": "1f52948d-9c52-4899-b8e7-73f402aac570",
"risk_score": 47.65,
"confidence": 0.49
}
| null | null | null | null | null |
MITRE Technique: T1574.002
|
Cloud api_abuse in OCI by treed MITRE Technique: T1574.002
|
api_abuse
| null | null |
treed
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-a3dff5f8
|
af0955cb-e109-41a9-aa60-03cfd972fcaa
| 2025-04-16T06:56:43
|
network
|
CrowdStrike v6.45.0
|
medium
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|medium| desc=Network beaconing from 112.121.152.169 to 5.255.60.161 No additional info
|
{
"geo_location": "Papua New Guinea",
"device_hash": "4bc54828789d843f8a2e6fdf78ba2fa511614207",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; is-IS) AppleWebKit/532.29.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6532.29.3",
"session_id": "7ffbf286-89e5-4293-b51e-20280a91d8fa",
"risk_score": 65.41,
"confidence": 0.41
}
|
112.121.152.169
|
5.255.60.161
| null | null | null |
No additional info
|
Network beaconing from 112.121.152.169 to 5.255.60.161 No additional info
|
beaconing
| 904,305
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1525038f-d69c-40a9-a30b-fbbb7ea046ef
| 2025-02-25T18:12:28
|
firewall
|
CrowdStrike v6.45.0
|
medium
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow HTTP traffic from 185.57.194.92:2780 to 167.90.170.14:56969 MITRE Technique: T1566.001
|
{
"geo_location": "Israel",
"device_hash": "20f0d463ae4b9ea97584c1cdcd0a8f7a716f6ba8aedba8d95e951ba4d35f40ce",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_2; rv:1.9.5.20) Gecko/5981-08-25 14:36:52 Firefox/3.6.14",
"session_id": "c76e2694-d6fb-4bbd-a97a-09a795935d6a",
"risk_score": 59.23,
"confidence": 0.63
}
|
185.57.194.92
|
167.90.170.14
| null | null | null |
MITRE Technique: T1566.001
|
Firewall allow HTTP traffic from 185.57.194.92:2780 to 167.90.170.14:56969 MITRE Technique: T1566.001
|
allow
| 242,313
|
HTTP
| null | null | null | null | null | null | null | null | 2,780
| 56,969
| 2,580
| null | null | null | null | null | null | null |
c2b2c269-8ad2-491c-a909-db517e53813e
| 2025-04-09T18:45:45
|
auth
|
Zeek v5.0.0
|
high
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|high| desc=Auth success for waresummer via password from 197.43.152.109 No additional info
|
{
"geo_location": "Madagascar",
"device_hash": "35766e1f00380120f89780fe4ef21639aa5297a0",
"user_agent": "Opera/9.21.(X11; Linux x86_64; fa-IR) Presto/2.9.174 Version/12.00",
"session_id": "6d043a97-4706-43a9-844f-eec393d94401",
"risk_score": 78.34,
"confidence": 0.69
}
|
197.43.152.109
| null | null | null | null |
No additional info
|
Auth success for waresummer via password from 197.43.152.109 No additional info
|
success
| null | null |
waresummer
| null | null | null | null | null | null | null | null | null | null |
password
|
7b:98:d5:ac:ce:8e
| null | null | null | null | null |
9bef29c7-f289-45cc-97ed-cd6d4c2f39f9
| 2025-06-24T23:10:24
|
network
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|low| desc=Network disconnection from 92.45.226.111 to 171.5.182.74 No additional info noise=blog/main/app
|
{
"geo_location": "United States Virgin Islands",
"device_hash": "54fed377756246437422e4047236f14a1dec400d",
"user_agent": "Mozilla/5.0 (Android 4.0; Mobile; rv:14.0) Gecko/14.0 Firefox/14.0",
"session_id": "f24c97d3-4673-4f82-9517-a13e26240a23",
"risk_score": 38.24,
"confidence": 0.51
}
|
92.45.226.111
|
171.5.182.74
| null | null | null |
No additional info
|
Network disconnection from 92.45.226.111 to 171.5.182.74 No additional info
|
disconnection
| 201,568
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b42d8bd2-f15d-4818-936f-07f8f96a96a4
| 2025-05-09T06:11:41
|
ids_alert
|
Tanium v7.4.0
|
medium
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|medium| desc=Tanium Alert: Supply Chain Compromise detected from 170.23.232.12 targeting 204.232.188.86 No additional info
|
{
"geo_location": "Lebanon",
"device_hash": "b500da1db3af6624a0b347fb8f11aa726095f3025fb454ed0d6923d2b79022e5",
"user_agent": "Mozilla/5.0 (Linux; Android 4.1) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/29.0.845.0 Safari/534.0",
"session_id": "365d3752-9494-4fe1-8c10-53db7e174ff8",
"risk_score": 63.11,
"confidence": 0.14
}
|
170.23.232.12
|
204.232.188.86
|
Supply Chain Compromise
|
SIG-8638
|
Exploit
|
No additional info
|
Tanium Alert: Supply Chain Compromise detected from 170.23.232.12 targeting 204.232.188.86 No additional info
| null | null | null | null | null | null | null |
{
"baseline_deviation": 1.43,
"entropy": 4.17,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
5d0bcd97-11a2-4970-85d2-65d8a76b7072
| 2020-09-05T13:17:41
|
network
|
QRadar v7.5.0
|
critical
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|critical| desc=Network protocol_anomaly from 194.11.174.65 to 10.194.30.87 MITRE Technique: T1566.001
|
{
"geo_location": "Romania",
"device_hash": "9292205b4ce0559ee6fc44cfe8ed9a75156ec63c",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/532.16.2 (KHTML, like Gecko) Version/4.0 Safari/532.16.2",
"session_id": "f7340170-9b44-4e52-9a34-6276967bf49f",
"risk_score": 24.29,
"confidence": 0.05
}
|
194.11.174.65
|
10.194.30.87
| null | null | null |
MITRE Technique: T1566.001
|
Network protocol_anomaly from 194.11.174.65 to 10.194.30.87 MITRE Technique: T1566.001
|
protocol_anomaly
| 204,619
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
68bf0254-18e6-4b67-ac43-97c6a5ddc643
| 2025-01-23T15:55:51
|
firewall
|
Carbon Black v7.8.0
|
info
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|info| desc=Firewall inspect SSH traffic from 205.246.51.194:1006 to 10.120.92.7:849 Associated Threat Actor: APT34
|
{
"geo_location": "Timor-Leste",
"device_hash": "033e26449e8ee66b18cd9d3b30ec9b0402d60a02",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/5979-10-10 04:14:57 Firefox/3.6.11",
"session_id": "d4c4ba8d-0bce-41e6-9a14-c04230892fb0",
"risk_score": 31.15,
"confidence": 0.29
}
|
205.246.51.194
|
10.120.92.7
| null | null | null |
Associated Threat Actor: APT34
|
Firewall inspect SSH traffic from 205.246.51.194:1006 to 10.120.92.7:849 Associated Threat Actor: APT34
|
inspect
| 760,648
|
SSH
| null | null | null | null | null | null | null | null | 1,006
| 849
| 3,082
| null | null | null | null | null | null | null |
8c20b972-af04-4d49-8969-d8265499106a
| 2025-02-08T05:35:39
|
endpoint
|
QRadar v7.5.0
|
medium
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint file_access message by heidisanchez Unconventional IOC: UEFI variable tampering
|
{
"geo_location": "Chad",
"device_hash": "6a5f2ff6e946d0903be8adb427bc8cbb88159423",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/31.0.850.0 Safari/533.1",
"session_id": "10073cd3-9fb5-4c42-99d5-7c076f495cc1",
"risk_score": 68.89,
"confidence": 0.8
}
| null | null | null | null | null |
Unconventional IOC: UEFI variable tampering
|
Endpoint file_access message by heidisanchez Unconventional IOC: UEFI variable tampering
|
file_access
| null | null |
heidisanchez
|
message
| 702
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1267d35d-ec0d-4498-bb49-cc18e75338dd
| 2025-02-14T13:26:50
|
ai
|
Tanium v7.4.0
|
medium
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ai|medium| desc=AI system model_access by robertsjennifer MITRE Technique: T1204.002
|
{
"geo_location": "Bangladesh",
"device_hash": "e02144ea9c2039f59a99a7a2c79f2be6a770d6aa",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 4_2_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) CriOS/51.0.848.0 Mobile/04L615 Safari/531.0",
"session_id": "81d15c00-55e8-4d99-b8ea-c9d5ec6df5b0",
"risk_score": 40.04,
"confidence": 0.82
}
| null | null | null | null | null |
MITRE Technique: T1204.002
|
AI system model_access by robertsjennifer MITRE Technique: T1204.002
|
model_access
| null | null |
robertsjennifer
| null | null | null | null | null | null | null | null | null | null | null | null |
model-6ec92bf8
|
979c3cd489524f84317a421c7bd837f4
|
0f42a1aa66f66438de7f0e56ca3623a59f542634
| null | null |
259e415e-b7a0-43cc-beb8-dcb0a9dfbf57
| 2029-12-10T13:16:54
|
network
|
Carbon Black v7.8.0
|
medium
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|medium| desc=Network data_exfiltration from 121.112.96.70 to 41.148.254.205 No additional info
|
{
"geo_location": "France",
"device_hash": "b2088a8dca11c833dedaa9ce92d484c2",
"user_agent": "Opera/9.86.(X11; Linux i686; fr-CA) Presto/2.9.177 Version/11.00",
"session_id": "320b98e9-2a50-4bfc-828f-52c5f14ffe3d",
"risk_score": 31.52,
"confidence": 0.06
}
|
121.112.96.70
|
41.148.254.205
| null | null | null |
No additional info
|
Network data_exfiltration from 121.112.96.70 to 41.148.254.205 No additional info
|
data_exfiltration
| 259,242
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bef9b186-292b-40e2-acb5-80163249619a
| 2025-02-19T04:22:19
|
cloud
|
Zeek v5.0.0
|
high
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|cloud|high| desc=Cloud instance_creation in OCI by velezerik No additional info
|
{
"geo_location": "Benin",
"device_hash": "cb05a31fbaa9136eb9d5841eda7ce45d6a54d40a",
"user_agent": "Mozilla/5.0 (Android 2.3.5; Mobile; rv:50.0) Gecko/50.0 Firefox/50.0",
"session_id": "91d6784e-6ad3-4159-a6f4-7c0c9e945df9",
"risk_score": 62.62,
"confidence": 0.4
}
| null | null | null | null | null |
No additional info
|
Cloud instance_creation in OCI by velezerik No additional info
|
instance_creation
| null | null |
velezerik
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-84b522f6
|
0e1fdb69-848d-4f69-9c36-c294dc1b335b
| 2025-06-27T01:32:50
|
ai
|
Carbon Black v7.8.0
|
high
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|high| desc=AI system model_access by colemanjason Associated Threat Actor: APT37
|
{
"geo_location": "New Caledonia",
"device_hash": "2f508e18bbb4c56e3cb267bbb3f09e5ff9fbfac8616d9ec12c3efe6d2859dd70",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.1; Trident/5.0)",
"session_id": "fa0fcded-eefd-4c69-9e2c-4d1555b901b6",
"risk_score": 79.93,
"confidence": 0.25
}
| null | null | null | null | null |
Associated Threat Actor: APT37
|
AI system model_access by colemanjason Associated Threat Actor: APT37
|
model_access
| null | null |
colemanjason
| null | null | null | null | null | null | null | null | null | null | null | null |
model-23707580
|
d2ebcfb0b2ebefc49a782f15848a873260e24848
|
48c5027061bf82b3bb7b742bb218c344fbb44b94
| null | null |
bc762e4b-1229-46f1-935c-8d2d5462f3c9
| 2025-05-02T10:18:30
|
cloud
|
Carbon Black v7.8.0
|
critical
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|critical| desc=Cloud crypto_mining in Azure by blopez MITRE Technique: T1059.005
|
{
"geo_location": "Ghana",
"device_hash": "192d449bfd5fa42836b28d3ab27b1d671a29edb9",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/535.50.7 (KHTML, like Gecko) Version/4.0.1 Safari/535.50.7",
"session_id": "59503458-8724-4053-92ed-0429743aaba1",
"risk_score": 47.84,
"confidence": 0.72
}
| null | null | null | null | null |
MITRE Technique: T1059.005
|
Cloud crypto_mining in Azure by blopez MITRE Technique: T1059.005
|
crypto_mining
| null | null |
blopez
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-9d04e1a4
|
99f23e59-01d3-4f68-bd1a-854dd3ec2fd8
| 2025-06-07T09:05:10
|
endpoint
|
Elastic SIEM v8.9.0
|
high
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|high| desc=Endpoint persistence_mechanism /why/person.mp3 by millerdavid MITRE Technique: T1078.004
|
{
"geo_location": "Iran",
"device_hash": "26e9205b50602047e3910c184201e4a61302f04b53f690bb13eb52cf334552cd",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/531.27.6 (KHTML, like Gecko) Version/4.0.4 Safari/531.27.6",
"session_id": "8a262e47-720e-493b-8a5c-5d52767b1752",
"risk_score": 92.41,
"confidence": 0.71
}
| null | null | null | null | null |
MITRE Technique: T1078.004
|
Endpoint persistence_mechanism /why/person.mp3 by millerdavid MITRE Technique: T1078.004
|
persistence_mechanism
| null | null |
millerdavid
|
/why/person.mp3
| 3,294
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
daf943c7-834b-4bcb-8e7a-7737249fef83
| 2025-04-19T20:59:25
|
network
|
Palo Alto Cortex v3.0.0
|
critical
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|critical| desc=Network latency_spike from 223.7.124.12 to 24.214.247.93 No additional info
|
{
"geo_location": "Central African Republic",
"device_hash": "4fbaa6e7d17f797d19cfc6c1f0dc3658dbf964205fb23a61ad0b4dce6fdb2700",
"user_agent": "Opera/8.66.(X11; Linux i686; es-MX) Presto/2.9.174 Version/10.00",
"session_id": "746e4a7f-6ac9-4a0e-a083-1c013122932e",
"risk_score": 14.43,
"confidence": 0.88
}
|
223.7.124.12
|
24.214.247.93
| null | null | null |
No additional info
|
Network latency_spike from 223.7.124.12 to 24.214.247.93 No additional info
|
latency_spike
| 84,909
|
HTTP
| null | null | null | null |
{
"baseline_deviation": 2.57,
"entropy": 3.51,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
60263159-b38b-4468-9892-921f3c2718db
| 2025-06-03T06:38:50
|
firewall
|
Microsoft Sentinel v1.0.0
|
high
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|high| desc=Firewall allow RDP traffic from 210.194.102.201:894 to 39.141.235.84:9158 No additional info
|
{
"geo_location": "Bulgaria",
"device_hash": "e6f41bdc25fe5a57c7b77278d223117d9c3ed7e3865f25f4da6f4b2cfe708370",
"user_agent": "Opera/9.47.(X11; Linux x86_64; hak-TW) Presto/2.9.170 Version/10.00",
"session_id": "39d78565-acfa-404d-881c-b590483cd4b4",
"risk_score": 79.25,
"confidence": 0.26
}
|
210.194.102.201
|
39.141.235.84
| null | null | null |
No additional info
|
Firewall allow RDP traffic from 210.194.102.201:894 to 39.141.235.84:9158 No additional info
|
allow
| 516,092
|
RDP
| null | null | null | null | null | null | null | null | 894
| 9,158
| 1,728
| null | null | null | null | null | null | null |
a51a9515-5e2e-4a59-a8b8-2b7cebd7725d
| 2025-04-14T07:13:23
|
cloud
|
CrowdStrike v6.45.0
|
low
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in OCI by lori06 Associated Threat Actor: BlueNoroff noise=explore
|
{
"geo_location": "Philippines",
"device_hash": "4b9e90e620d744b6fdf0118bb4d5d174af35e8a8",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; hu-HU) AppleWebKit/531.27.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B117 Safari/6531.27.7",
"session_id": "d97e20c6-beed-49c8-80d2-67c5ed8896b4",
"risk_score": 80.22,
"confidence": 0.63
}
| null | null | null | null | null |
Associated Threat Actor: BlueNoroff
|
Cloud instance_creation in OCI by lori06 Associated Threat Actor: BlueNoroff
|
instance_creation
| null | null |
lori06
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-a5e6eb41
|
15197792-2c6a-4a1f-a122-b62ebd1abf91
| 2028-03-01T21:25:12
|
endpoint
|
Snort v2.9.20
|
critical
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|critical| desc=Endpoint registry_change really by kevinperez No additional info noise=U2l0ZS4=
|
{
"geo_location": "Botswana",
"device_hash": "612c6beb9356190f250fc1ea3814b3295c70d140",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_8 rv:5.0; brx-IN) AppleWebKit/531.34.5 (KHTML, like Gecko) Version/4.0 Safari/531.34.5",
"session_id": "1fd64ad4-7a81-41b7-bd56-1695fac618ae",
"risk_score": 46.58,
"confidence": 0.59
}
| null | null | null | null | null |
No additional info
|
Endpoint registry_change really by kevinperez No additional info
|
registry_change
| null | null |
kevinperez
|
really
| 7,997
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e8f68194-f1e3-4b5e-8b82-ebc09eff13f3
| 2025-01-22T16:22:58
|
ai
|
ArcSight v7.4.0
|
medium
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by browntravis No additional info
|
{
"geo_location": "Guernsey",
"device_hash": "e4eaace9107e3063926a57262506323c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.1; Trident/4.0)",
"session_id": "fba36fde-972f-4b3f-a5d5-9dc4b3c234e7",
"risk_score": 8.69,
"confidence": 0.7
}
| null | null | null | null | null |
No additional info
|
AI system membership_inference by browntravis No additional info
|
membership_inference
| null | null |
browntravis
| null | null | null | null | null | null | null | null | null | null | null | null |
model-edcc4d68
|
ba7793120745374209c1b32a62bcf72ede81a22bc176ff9c225481ff6bc2a176
|
66451976a410e98550fd3102dfc5d3e5969e9ca5
| null | null |
72f160fa-77ac-4752-9772-4fda81950441
| 2025-04-20T11:23:30
|
network
|
Microsoft Sentinel v1.0.0
|
high
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|high| desc=Network disconnection from 97.16.137.231 to 51.127.152.140 No additional info
|
{
"geo_location": "Congo",
"device_hash": "78797907c9790b56abacda7f33d00feefecdda880a37b6d97ae4fa16d266e949",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_10_6) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/37.0.887.0 Safari/536.0",
"session_id": "bd75dc3c-f3f3-4d81-8b82-c6841430bab4",
"risk_score": 60.62,
"confidence": 0.17
}
|
97.16.137.231
|
51.127.152.140
| null | null | null |
No additional info
|
Network disconnection from 97.16.137.231 to 51.127.152.140 No additional info
|
disconnection
| 946,600
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b3230c8e-2a1e-4c27-89f7-88ef7ab977b4
| 2025-05-30T18:48:18
|
iot
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device Thermostat side_channel No additional info noise=U29tZXRoaW5nLg==
|
{
"geo_location": "Isle of Man",
"device_hash": "d1217b45b473238db7a98ccd72f941c8cf119de7",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/54.0.895.0 Safari/533.2",
"session_id": "74f46964-ed45-4867-ae17-8cbd8ef966ec",
"risk_score": 73.7,
"confidence": 0.15
}
| null | null | null | null | null |
No additional info
|
IoT device Thermostat side_channel No additional info
|
side_channel
| null | null | null | null | null | null | null |
Thermostat
|
iot-a023c443
|
9.7
| null | null | null | null | null | null | null | null | null | null |
b41a51f4-d881-4718-b678-bc64d8128c00
| 2025-06-20T23:13:14
|
firewall
|
QRadar v7.5.0
|
high
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|high| desc=Firewall inspect TCP traffic from 10.91.204.208:247 to 206.243.154.19:12026 MITRE Technique: T1574.002
|
{
"geo_location": "Reunion",
"device_hash": "6700b73104dd86909a450433a147e88c",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_8 rv:5.0; eo-US) AppleWebKit/532.33.3 (KHTML, like Gecko) Version/5.0.4 Safari/532.33.3",
"session_id": "b9baa163-2f4e-43ab-a465-0d6cf1c1062c",
"risk_score": 65.26,
"confidence": 0.56
}
|
10.91.204.208
|
206.243.154.19
| null | null | null |
MITRE Technique: T1574.002
|
Firewall inspect TCP traffic from 10.91.204.208:247 to 206.243.154.19:12026 MITRE Technique: T1574.002
|
inspect
| 596,809
|
TCP
| null | null | null | null | null | null | null | null | 247
| 12,026
| 997
| null | null | null | null | null | null | null |
a799ae59-7c46-4ff5-aff2-118f45317cfd
| 2025-01-15T04:56:53
|
iot
|
Snort v2.9.20
|
high
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|high| desc=IoT device Camera sensor_spoofing No additional info
|
{
"geo_location": "Cayman Islands",
"device_hash": "78a4998d6798f6a05e9e18cdf08699a8f3f0027c",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 7_1_2 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) FxiOS/13.8x1182.0 Mobile/51F307 Safari/531.2",
"session_id": "46041bf8-c066-4f05-af1b-0c8eb1630127",
"risk_score": 67.5,
"confidence": 0.56
}
| null | null | null | null | null |
No additional info
|
IoT device Camera sensor_spoofing No additional info
|
sensor_spoofing
| null | null | null | null | null | null | null |
Camera
|
iot-332493e7
|
2.4
| null | null | null | null | null | null | null | null | null | null |
cd92514a-90a7-4389-8da5-c4829c034068
| 2025-05-12T14:42:58
|
ai
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|high| desc=AI system model_inversion by megan86 No additional info
|
{
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "9a8e49629e1297f01e741defd944287d04a6f6cb",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_9 rv:3.0; kok-IN) AppleWebKit/535.24.6 (KHTML, like Gecko) Version/4.1 Safari/535.24.6",
"session_id": "c0cb75af-3ec9-4107-8234-96d0a0763e2c",
"risk_score": 26.22,
"confidence": 0.53
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by megan86 No additional info
|
model_inversion
| null | null |
megan86
| null | null | null | null | null | null | null | null | null | null | null | null |
model-8a18c9ed
|
e0bc7991ea3a092e8d2cb58d349f69c7f6527826
|
fcb76850cd75f5fd991e497b4844c8e34b08de8d
| null | null |
2487a26d-3099-42b7-8cd0-f3b9f6a34051
| 2025-01-21T02:35:17
|
cloud
|
FireEye HX v4.5.0
|
info
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|info| desc=Cloud config_change in Alibaba by zacharybarker MITRE Technique: T1053.005
|
{
"geo_location": "Botswana",
"device_hash": "4076a6c6309800ae9cba163f764e548ce64a8b2edb79eb53e2880fdaa222105b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/5.1)",
"session_id": "6a906ad3-2a36-48f1-b2c6-2a62a6ca442e",
"risk_score": 41.13,
"confidence": 0.23
}
| null | null | null | null | null |
MITRE Technique: T1053.005
|
Cloud config_change in Alibaba by zacharybarker MITRE Technique: T1053.005
|
config_change
| null | null |
zacharybarker
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-5f58b88d
|
6da76354-f180-4db8-ab9e-2153e776750b
| 2025-02-22T02:46:05
|
iot
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera firmware_update No additional info
|
{
"geo_location": "France",
"device_hash": "cab595d7336b37f376008bd24e8b0a20b48d2216",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; ms-MY) AppleWebKit/535.31.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6535.31.4",
"session_id": "b390e596-a536-4904-8337-f25a19b47bdb",
"risk_score": 77.25,
"confidence": 0.28
}
| null | null | null | null | null |
No additional info
|
IoT device Camera firmware_update No additional info
|
firmware_update
| null | null | null | null | null | null | null |
Camera
|
iot-5ee2284d
|
3.2
| null | null | null | null | null | null | null | null | null | null |
af0578ad-31f0-48a0-8e5a-f0027fcca485
| 2030-05-20T15:48:28
|
network
|
FireEye HX v4.5.0
|
medium
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|medium| desc=Network connection from 67.62.244.127 to 58.28.170.213 MITRE Technique: T1547.001
|
{
"geo_location": "Canada",
"device_hash": "31f9f3e680e1723d9774ff184d2872edf907d23fcf2e5323983d580ddde10162",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/15.0.802.0 Safari/536.0",
"session_id": "dc7140c1-e48e-46cb-a1f5-9d40e0823627",
"risk_score": 42.23,
"confidence": 0.89
}
|
67.62.244.127
|
58.28.170.213
| null | null | null |
MITRE Technique: T1547.001
|
Network connection from 67.62.244.127 to 58.28.170.213 MITRE Technique: T1547.001
|
connection
| 282,502
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
db357917-6860-460a-b35b-ddae7a6b44d6
| 2025-01-17T16:02:07
|
auth
|
Tanium v7.4.0
|
high
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|high| desc=Auth locked for brianwest via key from 212.21.123.160 Credential stuffing pattern detected
|
{
"geo_location": "Bolivia",
"device_hash": "ecc842e584bafe1a69a9ffec4e6513b0639c0dcd1f21a8ee82603221b3c4392b",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; ka-GE) AppleWebKit/532.11.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6532.11.5",
"session_id": "1b1e1826-8928-476d-bf99-d7e95e8ac183",
"risk_score": 59.91,
"confidence": 1
}
|
212.21.123.160
| null | null | null | null |
Credential stuffing pattern detected
|
Auth locked for brianwest via key from 212.21.123.160 Credential stuffing pattern detected
|
locked
| null | null |
brianwest
| null | null | null | null | null | null | null | null | null | null |
key
|
49:8e:b3:f6:64:d4
| null | null | null | null | null |
642ad3a5-303e-469e-a1c2-ee964ba2c0fd
| 2025-03-17T00:14:27
|
ai
|
QRadar v7.5.0
|
critical
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|critical| desc=AI system membership_inference by rileygamble Unconventional IOC: Bios timestamp anomalies
|
{
"geo_location": "Bermuda",
"device_hash": "a611f515ee195fb26b8b14ac1c7a6b036272b58db237f51985119c32677b7548",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/532.14.4 (KHTML, like Gecko) Version/5.0 Safari/532.14.4",
"session_id": "208d04bb-263d-4088-9500-15baacc00d7f",
"risk_score": 45.35,
"confidence": 0.54
}
| null | null | null | null | null |
Unconventional IOC: Bios timestamp anomalies
|
AI system membership_inference by rileygamble Unconventional IOC: Bios timestamp anomalies
|
membership_inference
| null | null |
rileygamble
| null | null | null |
{
"baseline_deviation": 2.93,
"entropy": 5.52,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null |
model-e41a46b6
|
1b7f7c1391181922ed39754a78ee2c45
|
21630e1e07ee317a44c2c349f9a9ebb6d0b7ed84
| null | null |
f394d5e3-e754-4058-a5c0-d6cd811c950f
| 2025-06-30T10:46:11
|
network
|
Splunk v9.0.2
|
low
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|low| desc=Network protocol_anomaly from 171.238.249.98 to 53.135.70.30 MITRE Technique: T1574.002
|
{
"geo_location": "Djibouti",
"device_hash": "67753f34c4c7a835784b916ce92c14a8f5b63926",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.7.20) Gecko/5806-10-11 13:26:27 Firefox/3.8",
"session_id": "5c271b36-fd05-4882-8c05-57469e8ecf51",
"risk_score": 40.41,
"confidence": 0.23
}
|
171.238.249.98
|
53.135.70.30
| null | null | null |
MITRE Technique: T1574.002
|
Network protocol_anomaly from 171.238.249.98 to 53.135.70.30 MITRE Technique: T1574.002
|
protocol_anomaly
| 122,378
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9f1a3520-951d-4403-a896-469fdb5920b6
| 2025-01-27T17:13:12
|
cloud
|
AlienVault v5.7.0
|
high
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|high| desc=Cloud permission_escalation in GCP by vgarcia No additional info
|
{
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "8b6b06062e1f7a6e7051bbf99a6352c726bfa1ce",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/4.0)",
"session_id": "2b809b08-25b5-4db0-8f77-5f433eaa5250",
"risk_score": 57.83,
"confidence": 0.74
}
| null | null | null | null | null |
No additional info
|
Cloud permission_escalation in GCP by vgarcia No additional info
|
permission_escalation
| null | null |
vgarcia
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-a4aba313
|
1b17ddc5-f404-43c5-ba31-a79810945573
| 2025-06-04T13:46:58
|
ids_alert
|
Carbon Black v7.8.0
|
critical
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ids_alert|critical| desc=Carbon Black Alert: MFA Bypass detected from 14.155.41.216 targeting N/A MITRE Technique: T1204.002
|
{
"geo_location": "Israel",
"device_hash": "ed5ca61b0e1155c30f7a6fd6d97e1ee9178a20d5",
"user_agent": "Mozilla/5.0 (Windows NT 5.0; bo-IN; rv:1.9.2.20) Gecko/2407-03-13 23:08:12 Firefox/3.6.7",
"session_id": "61fcb18d-ae33-494c-b1ee-7ac00a0fef03",
"risk_score": 48.75,
"confidence": 0.85
}
|
14.155.41.216
|
N/A
|
MFA Bypass
|
SIG-1875
|
Evasion
|
MITRE Technique: T1204.002
|
Carbon Black Alert: MFA Bypass detected from 14.155.41.216 targeting N/A MITRE Technique: T1204.002
| null | null | null | null | null | null | null |
{
"baseline_deviation": 1.6,
"entropy": 3.21,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
88a566ff-0bae-4c30-b419-b701764878cb
| 2028-02-09T18:05:52
|
network
|
Tanium v7.4.0
|
critical
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|network|critical| desc=Network protocol_anomaly from 211.29.44.240 to 62.53.138.97 No additional info noise=SW50ZXJlc3Qu
|
{
"geo_location": "Bouvet Island (Bouvetoya)",
"device_hash": "066d71ee8e699f38c55e775406fa398222f09aa4",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_4 rv:3.0; fo-FO) AppleWebKit/532.27.2 (KHTML, like Gecko) Version/4.0.2 Safari/532.27.2",
"session_id": "7da128d7-db64-4bcf-906e-0ba3a3c0144f",
"risk_score": 30.18,
"confidence": 0.48
}
|
211.29.44.240
|
62.53.138.97
| null | null | null |
No additional info
|
Network protocol_anomaly from 211.29.44.240 to 62.53.138.97 No additional info
|
protocol_anomaly
| 789,229
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4e43ccc2-66d0-40b3-ab4f-e13c822fb21b
| 2025-06-26T18:35:21
|
ai
|
Suricata v6.0.10
|
info
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ai|info| desc=AI system fine_tuning by stephaniealvarado No additional info noise=VHlwZSB0eXBlLg==
|
{
"geo_location": "Lao People's Democratic Republic",
"device_hash": "ef5276b681f09ff49b6aee8f2735f12c",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_6 rv:3.0; ti-ET) AppleWebKit/533.49.2 (KHTML, like Gecko) Version/5.0.2 Safari/533.49.2",
"session_id": "5d75f2a8-5406-4748-8bf1-d79885cc5319",
"risk_score": 48.62,
"confidence": 0.04
}
| null | null | null | null | null |
No additional info
|
AI system fine_tuning by stephaniealvarado No additional info
|
fine_tuning
| null | null |
stephaniealvarado
| null | null | null | null | null | null | null | null | null | null | null | null |
model-14e6a1f7
|
c9e9ba55b21212d2196b5ccbbadbace0
|
6dc81f069966e632288fb90696867e3174dde60f
| null | null |
3414603c-0a1a-487c-80ca-93760ffb92fc
| 2025-02-25T14:24:22
|
ai
|
QRadar v7.5.0
|
high
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|ai|high| desc=AI system model_inversion by bperry No additional info
|
{
"geo_location": "Dominican Republic",
"device_hash": "82f02b710b2ee8b6978fd78ee097511d",
"user_agent": "Opera/8.22.(X11; Linux x86_64; ks-IN) Presto/2.9.162 Version/12.00",
"session_id": "7067b257-f637-49ae-a56e-29b8cdcd9fc4",
"risk_score": 61.24,
"confidence": 0.33
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by bperry No additional info
|
model_inversion
| null | null |
bperry
| null | null | null | null | null | null | null | null | null | null | null | null |
model-67486a95
|
cd24b1885e727448612955ba6b004c63dd8c7fc03f9129fa85fdb341aa7f2e45
|
66a8512d2460dfeec9a5305edbfea8cc8846516b6bcd4e60219a038ff3bc9a4c
| null | null |
c8d0ace8-584a-4039-aa4d-07c8442c9952
| 2025-07-01T08:14:08
|
ids_alert
|
Splunk v9.0.2
|
low
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|low| desc=Splunk Alert: Domain Fronting detected from 197.99.216.148 targeting 219.249.203.43 MITRE Technique: T1190
|
{
"geo_location": "Saudi Arabia",
"device_hash": "ee41e802aacea97cd7bb2cd9dff086d6",
"user_agent": "Mozilla/5.0 (Windows 95; st-ZA; rv:1.9.0.20) Gecko/4902-06-08 07:11:53 Firefox/3.8",
"session_id": "5970ad36-7b9f-4a28-9726-fcb8121d17cb",
"risk_score": 75.52,
"confidence": 0.05
}
|
197.99.216.148
|
219.249.203.43
|
Domain Fronting
|
SIG-7656
|
Policy
|
MITRE Technique: T1190
|
Splunk Alert: Domain Fronting detected from 197.99.216.148 targeting 219.249.203.43 MITRE Technique: T1190
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2addaa9f-8210-4d08-91a9-b973046ca130
| 2025-06-19T04:21:37
|
network
|
ArcSight v7.4.0
|
critical
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|critical| desc=Network latency_spike from 4.13.59.8 to 135.57.26.154 MITRE Technique: T1190
|
{
"geo_location": "Mauritania",
"device_hash": "5fa683ec83ec692e633356cdfb22f99208a1f990",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_8) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/52.0.846.0 Safari/536.0",
"session_id": "c6dd97c3-70fe-46c4-8614-aaf04e1f9a8c",
"risk_score": 36.7,
"confidence": 0.17
}
|
4.13.59.8
|
135.57.26.154
| null | null | null |
MITRE Technique: T1190
|
Network latency_spike from 4.13.59.8 to 135.57.26.154 MITRE Technique: T1190
|
latency_spike
| 938,743
|
HTTPS
| null | null | null | null |
{
"baseline_deviation": 1.62,
"entropy": 5.49,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
28b9009d-756f-4de9-83ff-33ccd002d161
| 2025-01-24T23:56:55
|
cloud
|
Trellix v10.7.0
|
info
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|info| desc=Cloud api_abuse in Azure by wcastillo No additional info
|
{
"geo_location": "Hong Kong",
"device_hash": "731ab05cc2f3224161207eb98cf5aec0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.2; Trident/4.0)",
"session_id": "16f66d4c-0e9e-497f-84c0-3d49680e70fd",
"risk_score": 69.56,
"confidence": 0.08
}
| null | null | null | null | null |
No additional info
|
Cloud api_abuse in Azure by wcastillo No additional info
|
api_abuse
| null | null |
wcastillo
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-4957b13e
|
ea484a5d-9ade-4f2c-af3b-bbafb446f764
| 2025-04-07T20:39:56
|
ids_alert
|
Palo Alto Cortex v3.0.0
|
medium
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|ids_alert|medium| desc=Palo Alto Cortex Alert: Cloud API Abuse detected from 223.65.186.44 targeting 39.68.165.87 No additional info
|
{
"geo_location": "Montenegro",
"device_hash": "dc3917c73fd5f1fb12877385fadddd53",
"user_agent": "Mozilla/5.0 (Windows 98; unm-US; rv:1.9.1.20) Gecko/6777-02-03 00:46:24 Firefox/9.0",
"session_id": "503441a8-cff6-4996-8eb8-69462893dc2a",
"risk_score": 23.48,
"confidence": 0.43
}
|
223.65.186.44
|
39.68.165.87
|
Cloud API Abuse
|
SIG-4547
|
Evasion
|
No additional info
|
Palo Alto Cortex Alert: Cloud API Abuse detected from 223.65.186.44 targeting 39.68.165.87 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9c8c39a3-ad0b-493c-9dc6-40fb743fb3f7
| 2025-01-22T04:59:09
|
iot
|
AlienVault v5.7.0
|
low
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor unusual_activity No additional info
|
{
"geo_location": "Brazil",
"device_hash": "bbac54bef940da3ea83b5b09ec5d03f6",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_1_1 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/13.3b3760.0 Mobile/37I568 Safari/534.2",
"session_id": "d3bc214f-2244-4718-8b41-e6685d126efc",
"risk_score": 55.83,
"confidence": 0.52
}
| null | null | null | null | null |
No additional info
|
IoT device Sensor unusual_activity No additional info
|
unusual_activity
| null | null | null | null | null | null |
{
"baseline_deviation": 0.81,
"entropy": 3.63,
"frequency_anomaly": false,
"sequence_anomaly": false
}
|
Sensor
|
iot-48201b85
|
5.4
| null | null | null | null | null | null | null | null | null | null |
42f858a4-26a4-438f-b111-7abe04ec82f8
| 2025-03-09T14:02:22
|
iot
|
CrowdStrike v6.45.0
|
medium
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC command_injection No additional info noise=category
|
{
"geo_location": "Kiribati",
"device_hash": "258cfc2753eceb2bc10acd25a5e22eb67cb0877fe2aa27f80475e673faf3f853",
"user_agent": "Mozilla/5.0 (Linux; Android 3.2.1) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/31.0.864.0 Safari/535.2",
"session_id": "9905d77e-fbca-4728-9546-62df0332b5c0",
"risk_score": 48.9,
"confidence": 0.1
}
| null | null | null | null | null |
No additional info
|
IoT device HVAC command_injection No additional info
|
command_injection
| null | null | null | null | null | null | null |
HVAC
|
iot-46e3bbd1
|
6.0
| null | null | null | null | null | null | null | null | null | null |
2e0f6b80-ffe5-4a40-819c-5725b997b0be
| 2025-05-10T04:03:23
|
ids_alert
|
Microsoft Sentinel v1.0.0
|
high
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|high| desc=Microsoft Sentinel Alert: Credential Stuffing detected from 15.224.97.48 targeting 10.61.127.192 Obfuscated payload detected
|
{
"geo_location": "Haiti",
"device_hash": "4b75578c7be13e43822b96db6b0c66700edc8897",
"user_agent": "Opera/8.22.(Windows 98; Win 9x 4.90; lb-LU) Presto/2.9.178 Version/12.00",
"session_id": "078b32d9-8f53-4a61-8b6f-8abe1002d4e0",
"risk_score": 58.52,
"confidence": 0.02
}
|
15.224.97.48
|
10.61.127.192
|
Credential Stuffing
|
SIG-2456
|
Evasion
|
Obfuscated payload detected
|
Microsoft Sentinel Alert: Credential Stuffing detected from 15.224.97.48 targeting 10.61.127.192 Obfuscated payload detected
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a123be9b-9e26-45a5-8636-ae2c115f75e8
| 2025-06-07T04:22:36
|
iot
|
ArcSight v7.4.0
|
info
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat command_injection No additional info
|
{
"geo_location": "Uruguay",
"device_hash": "5a3e1202befb682ea4ac2a9f3ed38444052dafe4",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; ug-CN) AppleWebKit/532.22.3 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6532.22.3",
"session_id": "6d16e010-2cee-4e4f-9275-a420134e736a",
"risk_score": 54.56,
"confidence": 0.77
}
| 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-5600b871
|
5.7
| null | null | null | null | null | null | null | null | null | null |
39b7ce76-357b-4ce1-8156-e28426789a8b
| 2025-04-09T03:46:37
|
ai
|
Wazuh v4.5.0
|
critical
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|critical| desc=AI system training_data_poisoning by egallegos MITRE Technique: T1190
|
{
"geo_location": "Ecuador",
"device_hash": "df3770037d19f8707f57896b560fcb457c0a17f9d5c0dae6d4c5553af6d72006",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/532.38.7 (KHTML, like Gecko) Version/5.1 Safari/532.38.7",
"session_id": "3f26468c-4e7b-4a19-bd67-cab525735117",
"risk_score": 71.6,
"confidence": 0.03
}
| null | null | null | null | null |
MITRE Technique: T1190
|
AI system training_data_poisoning by egallegos MITRE Technique: T1190
|
training_data_poisoning
| null | null |
egallegos
| null | null | null | null | null | null | null | null | null | null | null | null |
model-427cad97
|
eaee9f260cbc49e4e6af212c2b7ee4ec925301ab730e92fa104590f0e6fa0313
|
b39be95a00b42f38d28f58cf4561baab
| null | null |
10e7dbb4-f5f2-47e2-805e-10ebded79afd
| 2025-02-12T17:12:47
|
firewall
|
Zeek v5.0.0
|
medium
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall inspect UDP traffic from 32.81.155.73:618 to 92.79.18.1:276 Associated Threat Actor: Sandworm Team noise=wish|improve|nice
|
{
"geo_location": "Germany",
"device_hash": "965d947f6b0c4c66174e5d114f43cd78",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/531.27.2 (KHTML, like Gecko) Version/5.0 Safari/531.27.2",
"session_id": "5331e5d1-c27d-41b5-8008-25cc18449b9a",
"risk_score": 19.53,
"confidence": 0.21
}
|
32.81.155.73
|
92.79.18.1
| null | null | null |
Associated Threat Actor: Sandworm Team
|
Firewall inspect UDP traffic from 32.81.155.73:618 to 92.79.18.1:276 Associated Threat Actor: Sandworm Team
|
inspect
| 864,598
|
UDP
| null | null | null | null | null | null | null | null | 618
| 276
| 3,282
| null | null | null | null | null | null | null |
f36cdb70-85bc-4253-9c87-9b55954b8620
| 2025-03-19T02:34:10
|
auth
|
Wazuh v4.5.0
|
info
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|info| desc=Auth bypass for olivia41 via key from 140.129.91.21 MITRE Technique: T1543.003
|
{
"geo_location": "Guatemala",
"device_hash": "a197947930a1a823b542427390eae0cc97d31b6d8f1531e56c267304673d3f69",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 95; Trident/3.0)",
"session_id": "359d034e-50a4-48f2-9571-036698a44c18",
"risk_score": 55.11,
"confidence": 0.31
}
|
140.129.91.21
| null | null | null | null |
MITRE Technique: T1543.003
|
Auth bypass for olivia41 via key from 140.129.91.21 MITRE Technique: T1543.003
|
bypass
| null | null |
olivia41
| null | null | null | null | null | null | null | null | null | null |
key
|
ba:b1:69:44:72:12
| null | null | null | null | null |
68ea4919-680d-4600-bf0f-e49ba3229bb3
| 2025-05-14T19:09:25
|
ids_alert
|
Zeek v5.0.0
|
medium
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|medium| desc=Zeek Alert: MFA Bypass detected from 179.237.221.147 targeting 10.203.0.109 Associated Threat Actor: Lazarus Group noise=support|citizen|doctor
|
{
"geo_location": "Hungary",
"device_hash": "d9530519be170d26d767addc075829aa12db3f40",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_8 rv:3.0; se-NO) AppleWebKit/532.34.1 (KHTML, like Gecko) Version/5.0 Safari/532.34.1",
"session_id": "0c6256ad-f25d-4893-a831-3e567f9c59ba",
"risk_score": 55.31,
"confidence": 0.9
}
|
179.237.221.147
|
10.203.0.109
|
MFA Bypass
|
SIG-4218
|
Policy
|
Associated Threat Actor: Lazarus Group
|
Zeek Alert: MFA Bypass detected from 179.237.221.147 targeting 10.203.0.109 Associated Threat Actor: Lazarus Group
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d32b7980-116b-4a85-9460-6846bdedda5e
| 2025-04-18T08:47:04
|
auth
|
Vectra AI v5.0.0
|
medium
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for angelalopez via SAML from 146.70.131.10 No additional info noise=UmVhbGx5Lg==
|
{
"geo_location": "Russia",
"device_hash": "237ad15ef64db2f2ce0ee47abaed1b7a",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 3_2_2 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) FxiOS/16.5i4730.0 Mobile/47U726 Safari/534.0",
"session_id": "e44d1b3f-44a5-43d8-8978-5470e367429c",
"risk_score": 23.56,
"confidence": 0.5
}
|
146.70.131.10
| null | null | null | null |
No additional info
|
Auth bypass for angelalopez via SAML from 146.70.131.10 No additional info
|
bypass
| null | null |
angelalopez
| null | null | null | null | null | null | null | null | null | null |
SAML
|
91:b5:c9:70:3e:76
| null | null | null | null | null |
bb939e29-23ca-4a86-b4dc-f914b49e6e26
| 2025-04-14T14:46:04
|
ids_alert
|
Tanium v7.4.0
|
low
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|low| desc=Tanium Alert: Container Escape detected from 166.202.72.66 targeting N/A MITRE Technique: T1134.001
|
{
"geo_location": "Netherlands Antilles",
"device_hash": "75ce379f231cdda4481bbc43a9c0f9bf1c5f2119",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; nl-NL) AppleWebKit/531.17.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6531.17.7",
"session_id": "762fa7bf-078f-403b-9443-dba508a29c3f",
"risk_score": 68.03,
"confidence": 0.84
}
|
166.202.72.66
|
N/A
|
Container Escape
|
SIG-1627
|
Evasion
|
MITRE Technique: T1134.001
|
Tanium Alert: Container Escape detected from 166.202.72.66 targeting N/A MITRE Technique: T1134.001
| null | null | null | null | null | null | null |
{
"baseline_deviation": 1.3,
"entropy": 5.18,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
58c0ac78-ff1c-41da-a21d-ab05837cd1e3
| 2025-04-10T00:28:48
|
endpoint
|
Palo Alto Cortex v3.0.0
|
critical
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint file_access /other/tough.flac by jessicasingh Associated Threat Actor: Inception Framework
|
{
"geo_location": "Mayotte",
"device_hash": "da9faf865725e1e61868d83fcc985010209220e394303c6b423238291250779c",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 3_2_2 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) FxiOS/11.1j9221.0 Mobile/80U265 Safari/531.2",
"session_id": "5b5fb638-8d73-4ee7-8bc9-27ff6a144163",
"risk_score": 52.32,
"confidence": 0.16
}
| null | null | null | null | null |
Associated Threat Actor: Inception Framework
|
Endpoint file_access /other/tough.flac by jessicasingh Associated Threat Actor: Inception Framework
|
file_access
| null | null |
jessicasingh
|
/other/tough.flac
| 4,030
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b44fe6b5-77ca-4f82-a9c5-884aa415c69c
| 2025-04-22T15:29:49
|
auth
|
Splunk v9.0.2
|
medium
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|medium| desc=Auth timeout for moodypatrick via key from 83.248.96.163 MITRE Technique: T1543.003
|
{
"geo_location": "Honduras",
"device_hash": "f73b8470740a4a2e7af12133484ee2f9",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; br-FR) AppleWebKit/535.11.6 (KHTML, like Gecko) Version/4.0.5 Mobile/8B118 Safari/6535.11.6",
"session_id": "933c6fc6-6bbe-4801-9a26-606041242489",
"risk_score": 9.73,
"confidence": 0.28
}
|
83.248.96.163
| null | null | null | null |
MITRE Technique: T1543.003
|
Auth timeout for moodypatrick via key from 83.248.96.163 MITRE Technique: T1543.003
|
timeout
| null | null |
moodypatrick
| null | null | null | null | null | null | null | null | null | null |
key
|
d8:c0:15:e5:9b:5d
| null | null | null | null | null |
c96e7424-27ee-4d9e-8066-43f20f88f088
| 2025-05-22T15:25:27
|
firewall
|
OSSEC v3.7.0
|
high
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|high| desc=Firewall drop RDP traffic from 10.119.25.6:682 to 170.178.1.43:824 MITRE Technique: T1190
|
{
"geo_location": "Sierra Leone",
"device_hash": "07a70e0e3f8262bf26e0dd19378c2e83af5ca1653b16d3019f4179137335a676",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/40.0.819.0 Safari/532.0",
"session_id": "341c3769-3a71-4559-b7ab-e53871167859",
"risk_score": 41.97,
"confidence": 0.28
}
|
10.119.25.6
|
170.178.1.43
| null | null | null |
MITRE Technique: T1190
|
Firewall drop RDP traffic from 10.119.25.6:682 to 170.178.1.43:824 MITRE Technique: T1190
|
drop
| 726,023
|
RDP
| null | null | null | null | null | null | null | null | 682
| 824
| 2,703
| null | null | null | null | null | null | null |
881c5a99-cd4b-4cc0-a939-896d3e7bc096
| 2025-02-24T16:44:14
|
ids_alert
|
FireEye HX v4.5.0
|
emergency
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|emergency| desc=FireEye HX Alert: MFA Bypass detected from 65.121.1.160 targeting N/A No additional info
|
{
"geo_location": "Sudan",
"device_hash": "87cf7b268ddcf5b30a2e02e4eb76dce9584184bd9aa008806d1a5ad13d576f32",
"user_agent": "Opera/8.22.(Windows NT 6.0; pl-PL) Presto/2.9.187 Version/11.00",
"session_id": "58c8361d-922e-4c1d-bf4b-aaaffee364d9",
"risk_score": 68.14,
"confidence": 0.32
}
|
65.121.1.160
|
N/A
|
MFA Bypass
|
SIG-9420
|
Policy
|
No additional info
|
FireEye HX Alert: MFA Bypass detected from 65.121.1.160 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 |
94e8bae3-5991-4497-872c-8b915f928c28
| 2025-03-31T16:03:11
|
ids_alert
|
Zeek v5.0.0
|
low
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|low| desc=Zeek Alert: AI Model Poisoning detected from 136.64.214.108 targeting N/A No additional info
|
{
"geo_location": "Dominica",
"device_hash": "cc163af83325a45bea3c50c23f553cbaf0d4ec2ca584437deda43c1b4cf1a7cd",
"user_agent": "Opera/9.56.(Windows NT 6.1; quz-PE) Presto/2.9.179 Version/11.00",
"session_id": "d7f3b2a1-4f36-47f2-81cb-6a6c6421be99",
"risk_score": 54.69,
"confidence": 0.9
}
|
136.64.214.108
|
N/A
|
AI Model Poisoning
|
SIG-8764
|
Exploit
|
No additional info
|
Zeek Alert: AI Model Poisoning detected from 136.64.214.108 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 |
a292dc20-91e4-466a-ad06-20f9dfb72656
| 2025-04-04T03:46:32
|
network
|
Zeek v5.0.0
|
high
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|high| desc=Network protocol_anomaly from 100.163.18.146 to 159.3.200.241 MITRE Technique: T1059.005 noise=main/categories/tags
|
{
"geo_location": "Bulgaria",
"device_hash": "a1c7e40f9a2db9d3690caa5e277c8711",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_0 rv:6.0; pt-BR) AppleWebKit/535.8.5 (KHTML, like Gecko) Version/4.0.5 Safari/535.8.5",
"session_id": "f4654b2f-1ec7-4ef0-937d-86a8dca9d593",
"risk_score": 19.62,
"confidence": 0.35
}
|
100.163.18.146
|
159.3.200.241
| null | null | null |
MITRE Technique: T1059.005
|
Network protocol_anomaly from 100.163.18.146 to 159.3.200.241 MITRE Technique: T1059.005
|
protocol_anomaly
| 241,972
|
ICMP
| null | null | null | null |
{
"baseline_deviation": 0.93,
"entropy": 5.54,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
f7fcf323-c588-4ff3-b9e8-9c71c7f480ed
| 2025-02-06T23:28:59
|
network
|
Vectra AI v5.0.0
|
critical
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|critical| desc=Network bandwidth_usage from 44.226.143.141 to 168.34.200.41 No additional info noise=U2NlbmUgaGUu
|
{
"geo_location": "Grenada",
"device_hash": "c2886cc200eb2884f36912a6d678bcdec35951550102448874fd039583626869",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 16_7_7 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) CriOS/40.0.874.0 Mobile/21C485 Safari/533.0",
"session_id": "60759d8f-379c-4302-90c5-11e4b51a3bce",
"risk_score": 18.46,
"confidence": 0.92
}
|
44.226.143.141
|
168.34.200.41
| null | null | null |
No additional info
|
Network bandwidth_usage from 44.226.143.141 to 168.34.200.41 No additional info
|
bandwidth_usage
| 261,734
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
13ee7204-d89e-4dc2-ae08-981dabd25118
| 2025-04-15T05:08:07
|
ids_alert
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|medium| desc=Snort Alert: Fileless Attack detected from 104.46.243.210 targeting 111.157.167.112 No additional info
|
{
"geo_location": "Kiribati",
"device_hash": "f8bdacc9052951e559dfe74cbd2591f978e73df399600eccc02139b9c77c4790",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/4199-05-09 07:15:12 Firefox/3.6.6",
"session_id": "6af952c0-35f7-498f-bacb-e55ba863db31",
"risk_score": 37.07,
"confidence": 0.48
}
|
104.46.243.210
|
111.157.167.112
|
Fileless Attack
|
SIG-8330
|
Evasion
|
No additional info
|
Snort Alert: Fileless Attack detected from 104.46.243.210 targeting 111.157.167.112 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
eef16cc1-e242-4679-9941-dd6e7c3d128d
| 2025-06-05T18:50:26
|
ids_alert
|
Darktrace v6.0.0
|
low
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|low| desc=Darktrace Alert: Fileless Attack detected from 10.227.178.75 targeting 179.123.84.4 No additional info noise=sea|race|than
|
{
"geo_location": "Cayman Islands",
"device_hash": "3e0f4de806a0d575666acc2faa4096ef4e3a78bd4a0b11c4b325a2ef8772db7c",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/54.0.885.0 Safari/536.1",
"session_id": "a2635528-7373-4b82-a020-3929e1536cdf",
"risk_score": 58.77,
"confidence": 0.46
}
|
10.227.178.75
|
179.123.84.4
|
Fileless Attack
|
SIG-7261
|
Exploit
|
No additional info
|
Darktrace Alert: Fileless Attack detected from 10.227.178.75 targeting 179.123.84.4 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dc9b4f46-0ef7-47da-adbc-512ffd227ea6
| 2025-06-28T09:27:13
|
network
|
CrowdStrike v6.45.0
|
high
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|high| desc=Network protocol_anomaly from 10.101.252.45 to 69.253.184.80 No additional info
|
{
"geo_location": "San Marino",
"device_hash": "5a32dfeb046e5a038783984c4bdc219848742ad7335f2ed1ed21440af8947f7c",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_8) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/37.0.896.0 Safari/531.1",
"session_id": "189d7b2d-01e8-4dcd-b3f4-258f82fde30e",
"risk_score": 31.27,
"confidence": 0.09
}
|
10.101.252.45
|
69.253.184.80
| null | null | null |
No additional info
|
Network protocol_anomaly from 10.101.252.45 to 69.253.184.80 No additional info
|
protocol_anomaly
| 672,418
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b349e139-e2ac-4eed-b2b6-296ac36311e9
| 2025-01-24T09:43:21
|
endpoint
|
Elastic SIEM v8.9.0
|
critical
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint scheduled_task /become/radio.flac by mphillips No additional info
|
{
"geo_location": "Trinidad and Tobago",
"device_hash": "5d4bff27a12e6ac76e06ffa61f308dd2edcc18ae00093d18f4122b1431ba0d76",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; eu-ES) AppleWebKit/534.48.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6534.48.5",
"session_id": "be5528e8-1fe1-4e94-b46b-8807037763e8",
"risk_score": 46.68,
"confidence": 0.1
}
| null | null | null | null | null |
No additional info
|
Endpoint scheduled_task /become/radio.flac by mphillips No additional info
|
scheduled_task
| null | null |
mphillips
|
/become/radio.flac
| 6,157
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
23d4c75b-93f4-44d1-b42a-b12aa524e69c
| 2025-04-29T03:47:11
|
firewall
|
Darktrace v6.0.0
|
critical
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall allow DNS traffic from 36.54.126.23:429 to 108.103.136.53:840 No additional info
|
{
"geo_location": "Russia",
"device_hash": "960f0d982251a4f1f13152ce8766ce52e989d13a202c2c27145869d21fa2f7d1",
"user_agent": "Mozilla/5.0 (Windows NT 6.1; bem-ZM; rv:1.9.1.20) Gecko/4500-06-22 23:24:31 Firefox/5.0",
"session_id": "fe82ca4e-e681-49bf-bcd9-2e8ad8ba7816",
"risk_score": 71.75,
"confidence": 0.88
}
|
36.54.126.23
|
108.103.136.53
| null | null | null |
No additional info
|
Firewall allow DNS traffic from 36.54.126.23:429 to 108.103.136.53:840 No additional info
|
allow
| 994,944
|
DNS
| null | null | null | null | null | null | null | null | 429
| 840
| 3,050
| null | null | null | null | null | null | null |
f025b61f-7f4c-43a9-9619-d0436d07b890
| 2025-05-10T08:54:53
|
network
|
Microsoft Sentinel v1.0.0
|
critical
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|critical| desc=Network protocol_anomaly from 58.201.255.193 to 18.111.57.216 No additional info
|
{
"geo_location": "Algeria",
"device_hash": "b37b2f87dae2146a7351e4155091ca86",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/532.35.6 (KHTML, like Gecko) Version/5.1 Safari/532.35.6",
"session_id": "835058d7-eaaa-4111-8692-4388947024bf",
"risk_score": 61.46,
"confidence": 0.14
}
|
58.201.255.193
|
18.111.57.216
| null | null | null |
No additional info
|
Network protocol_anomaly from 58.201.255.193 to 18.111.57.216 No additional info
|
protocol_anomaly
| 158,212
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
166bcb65-c011-4a48-b9f0-9a06c0d842a7
| 2025-02-11T10:17:14
|
firewall
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|medium| desc=Firewall inspect SSH traffic from 54.61.129.241:302 to 195.35.63.232:946 MITRE Technique: T1134.001
|
{
"geo_location": "Yemen",
"device_hash": "6c41b54a783c8c850377dc655746ad0bd6a3cd3f",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 2_2_1 like Mac OS X) AppleWebKit/531.1 (KHTML, like Gecko) FxiOS/11.2m2564.0 Mobile/92Y731 Safari/531.1",
"session_id": "46d60464-6f26-40f6-8abc-05638d15f6b5",
"risk_score": 60.61,
"confidence": 0.7
}
|
54.61.129.241
|
195.35.63.232
| null | null | null |
MITRE Technique: T1134.001
|
Firewall inspect SSH traffic from 54.61.129.241:302 to 195.35.63.232:946 MITRE Technique: T1134.001
|
inspect
| 688,776
|
SSH
| null | null | null | null | null | null | null | null | 302
| 946
| 811
| null | null | null | null | null | null | null |
865b76fc-f6f3-4d6c-9b13-f3c3d67031bd
| 2025-03-12T04:34:41
|
iot
|
QRadar v7.5.0
|
critical
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat sensor_spoofing MITRE Technique: T1574.002
|
{
"geo_location": "Guinea-Bissau",
"device_hash": "60d4dd3ba37ba7a48366ce93d3becc79",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Trident/4.0)",
"session_id": "746e070c-b3b7-4662-a516-88a2832358c0",
"risk_score": 58.73,
"confidence": 0.06
}
| null | null | null | null | null |
MITRE Technique: T1574.002
|
IoT device Thermostat sensor_spoofing MITRE Technique: T1574.002
|
sensor_spoofing
| null | null | null | null | null | null | null |
Thermostat
|
iot-895f3723
|
8.7
| null | null | null | null | null | null | null | null | null | null |
f2cfff44-fea0-407e-af96-87c04656e6fb
| 2025-04-20T18:38:00
|
ids_alert
|
FireEye HX v4.5.0
|
medium
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|medium| desc=FireEye HX Alert: Fileless Attack detected from 184.109.57.156 targeting 158.100.211.129 MITRE Technique: T1218.011
|
{
"geo_location": "Switzerland",
"device_hash": "99812b1565686541f0aeb2a4e1a80ffb",
"user_agent": "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/27.0.897.0 Safari/532.0",
"session_id": "be943021-99b3-41db-be6e-3b8f4eecdd6a",
"risk_score": 36.28,
"confidence": 0.49
}
|
184.109.57.156
|
158.100.211.129
|
Fileless Attack
|
SIG-8900
|
Exploit
|
MITRE Technique: T1218.011
|
FireEye HX Alert: Fileless Attack detected from 184.109.57.156 targeting 158.100.211.129 MITRE Technique: T1218.011
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6700fa12-5d9e-4dd2-9592-85071bd8fec1
| 2025-04-25T20:31:37
|
ai
|
Elastic SIEM v8.9.0
|
critical
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ai|critical| desc=AI system adversarial_input by lcopeland No additional info
|
{
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "6f716db4c46d19c45515893a3a32b8b4",
"user_agent": "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/55.0.834.0 Safari/531.2",
"session_id": "ea49c13a-2537-453a-8378-89ceb6d5b02a",
"risk_score": 73.61,
"confidence": 0.92
}
| null | null | null | null | null |
No additional info
|
AI system adversarial_input by lcopeland No additional info
|
adversarial_input
| null | null |
lcopeland
| null | null | null | null | null | null | null | null | null | null | null | null |
model-ef830825
|
15998b0b5a4a7d861fcca3b992202186d5fdfe74dd6afc1c5bdf0ede73a096d5
|
f998e4f2321e3cadabff29cd92108033ed9a96795c120a587eae4868557a6810
| null | null |
6783da31-b0c0-4bda-a7e9-977c241af7a7
| 2025-06-24T18:14:27
|
network
|
QRadar v7.5.0
|
critical
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|critical| desc=Network disconnection from 10.181.6.170 to 25.52.183.194 MITRE Technique: T1053.005
|
{
"geo_location": "Tokelau",
"device_hash": "8bc51a5d1c606f5ce33d72f129c0673bdcb63e84e6ec76bceeee73371edf575c",
"user_agent": "Opera/9.92.(X11; Linux i686; ve-ZA) Presto/2.9.171 Version/12.00",
"session_id": "dad14924-7894-4a76-8467-e63552572a5c",
"risk_score": 25.68,
"confidence": 0.18
}
|
10.181.6.170
|
25.52.183.194
| null | null | null |
MITRE Technique: T1053.005
|
Network disconnection from 10.181.6.170 to 25.52.183.194 MITRE Technique: T1053.005
|
disconnection
| 44,373
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6247eb04-bc70-41e0-89f3-b542ff12543d
| 2025-03-20T23:37:05
|
auth
|
CrowdStrike v6.45.0
|
high
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|high| desc=Auth bypass for lunakristin via SAML from 71.199.138.198 No additional info noise=UG9vciBlbmQu
|
{
"geo_location": "Zimbabwe",
"device_hash": "709043c6867a0b2b43b0811170c28b4fc9868258c61965d3b4ed4df19c8ef8af",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/533.6.2 (KHTML, like Gecko) Version/4.0 Safari/533.6.2",
"session_id": "459039cf-d483-4e50-af36-d6c5d34237d3",
"risk_score": 43.23,
"confidence": 0.7
}
|
71.199.138.198
| null | null | null | null |
No additional info
|
Auth bypass for lunakristin via SAML from 71.199.138.198 No additional info
|
bypass
| null | null |
lunakristin
| null | null | null | null | null | null | null | null | null | null |
SAML
|
58:c4:91:f8:93:a5
| null | null | null | null | null |
ab7e9959-8695-43f5-8fc9-647e9dc8c0cd
| 2025-06-18T15:17:27
|
auth
|
AlienVault v5.7.0
|
info
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|info| desc=Auth challenge for everettleonard via password from 144.11.245.182 Associated Threat Actor: Mustang Panda noise=explore
|
{
"geo_location": "United States Virgin Islands",
"device_hash": "1494d88281ca2ed5ca837a6c29bcb51885674710",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/4.0)",
"session_id": "50ad67f0-f174-4c3a-be06-1cdeaa602165",
"risk_score": 71.37,
"confidence": 0.26
}
|
144.11.245.182
| null | null | null | null |
Associated Threat Actor: Mustang Panda
|
Auth challenge for everettleonard via password from 144.11.245.182 Associated Threat Actor: Mustang Panda
|
challenge
| null | null |
everettleonard
| null | null | null | null | null | null | null | null | null | null |
password
|
3c:fd:19:c1:5d:45
| null | null | null | null | null |
ec0e8265-3f3f-4d5e-b2c9-ba85249c7a4e
| 2025-04-19T13:30:35
|
ids_alert
|
Tanium v7.4.0
|
emergency
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|emergency| desc=Tanium Alert: Brute Force detected from 83.64.46.95 targeting 136.60.225.39 No additional info
|
{
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "76829723953de7c89b919521fa7565755ef981d0",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/535.45.5 (KHTML, like Gecko) Version/5.1 Safari/535.45.5",
"session_id": "74e6df8e-90ed-4cab-9da0-5e362592dd51",
"risk_score": 54.89,
"confidence": 0.28
}
|
83.64.46.95
|
136.60.225.39
|
Brute Force
|
SIG-7894
|
Recon
|
No additional info
|
Tanium Alert: Brute Force detected from 83.64.46.95 targeting 136.60.225.39 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
dfe96641-5d28-4669-babf-0dce45c8b7cb
| 2025-02-26T05:47:30
|
iot
|
Zeek v5.0.0
|
medium
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical physical_tamper No additional info
|
{
"geo_location": "United Kingdom",
"device_hash": "3c4f3f737530dc527764139f712f090abd2aa5553f52894c19266253fa81a723",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.2; Trident/3.1)",
"session_id": "d92fce36-3970-4229-a694-37fae9106652",
"risk_score": 92.71,
"confidence": 0.7
}
| null | null | null | null | null |
No additional info
|
IoT device Medical physical_tamper No additional info
|
physical_tamper
| null | null | null | null | null | null | null |
Medical
|
iot-51474b8d
|
9.8
| null | null | null | null | null | null | null | null | null | null |
0b50b38c-8864-458d-9236-4e70a52e97ce
| 2025-05-03T12:57:26
|
ids_alert
|
ArcSight v7.4.0
|
critical
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|critical| desc=ArcSight Alert: AI Model Poisoning detected from 219.207.232.30 targeting 129.6.187.72 No additional info
|
{
"geo_location": "Liechtenstein",
"device_hash": "03d73e58cf1b2a72446fb3296275cb676967408f",
"user_agent": "Mozilla/5.0 (Android 5.0.2; Mobile; rv:16.0) Gecko/16.0 Firefox/16.0",
"session_id": "319cd6f3-9412-4a54-ac6f-299afa77df53",
"risk_score": 61.8,
"confidence": 0.51
}
|
219.207.232.30
|
129.6.187.72
|
AI Model Poisoning
|
SIG-1892
|
Evasion
|
No additional info
|
ArcSight Alert: AI Model Poisoning detected from 219.207.232.30 targeting 129.6.187.72 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7bc210b1-ed6b-4705-aa28-42504eb973bd
| 2025-06-26T09:03:35
|
auth
|
Vectra AI v5.0.0
|
high
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|high| desc=Auth challenge for heidi79 via key from 91.119.3.216 Associated Threat Actor: Wizard Spider
|
{
"geo_location": "Christmas Island",
"device_hash": "e0833964549078c28ac6850f172db9bb",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; csb-PL) AppleWebKit/533.2.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B112 Safari/6533.2.2",
"session_id": "5413e39a-e3d5-4fe5-a4a2-470339006d5e",
"risk_score": 76.54,
"confidence": 0.76
}
|
91.119.3.216
| null | null | null | null |
Associated Threat Actor: Wizard Spider
|
Auth challenge for heidi79 via key from 91.119.3.216 Associated Threat Actor: Wizard Spider
|
challenge
| null | null |
heidi79
| null | null | null | null | null | null | null | null | null | null |
key
|
56:61:2c:5d:dd:46
| null | null | null | null | null |
158a7453-c933-46a1-a1c8-2f4cbee944fb
| 2025-01-26T19:30:08
|
network
|
Trellix v10.7.0
|
info
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|info| desc=Network connection from 10.119.39.126 to 141.146.52.196 MITRE Technique: T1204.002
|
{
"geo_location": "Colombia",
"device_hash": "1a2718a114482c8c68566c31e0ea88a3",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_3_1 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) FxiOS/11.4a9871.0 Mobile/01F677 Safari/534.1",
"session_id": "f5afd4e7-ed19-4182-a965-2534593bf29f",
"risk_score": 59.72,
"confidence": 0.52
}
|
10.119.39.126
|
141.146.52.196
| null | null | null |
MITRE Technique: T1204.002
|
Network connection from 10.119.39.126 to 141.146.52.196 MITRE Technique: T1204.002
|
connection
| 754,056
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5fcd481a-5342-4d49-a74f-6dc59fba0916
| 2025-04-23T01:12:27
|
iot
|
LogRhythm v7.5.0
|
critical
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC unusual_activity No additional info
|
{
"geo_location": "New Caledonia",
"device_hash": "d544415ff2750295b3e5bbb0b97fda46859d9cd3e9929db9012696695a32262b",
"user_agent": "Mozilla/5.0 (Android 4.0; Mobile; rv:25.0) Gecko/25.0 Firefox/25.0",
"session_id": "62fc9c4b-13f9-49c4-8f08-2d3d52d9ef0e",
"risk_score": 80.84,
"confidence": 0.45
}
| null | null | null | null | null |
No additional info
|
IoT device HVAC unusual_activity No additional info
|
unusual_activity
| null | null | null | null | null | null | null |
HVAC
|
iot-ce19cfd6
|
7.4
| null | null | null | null | null | null | null | null | null | null |
c72715fe-ef0e-426e-bd4a-537b6cd9cf2a
| 2025-06-28T22:44:00
|
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 prhodes No additional info
|
{
"geo_location": "Belgium",
"device_hash": "249691ada46f90ecf2191616a9d97dd5f1ded247",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; uz-UZ) AppleWebKit/532.29.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6532.29.6",
"session_id": "e0b691f8-940b-4f77-8be5-e24a83ccef7c",
"risk_score": 61.71,
"confidence": 0.21
}
| null | null | null | null | null |
No additional info
|
Cloud permission_escalation in Alibaba by prhodes No additional info
|
permission_escalation
| null | null |
prhodes
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-8e903df1
|
e0966cdd-851b-49c7-a47a-a530d03efe27
| 2025-05-22T03:02:36
|
ids_alert
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|medium| desc=Suricata Alert: Brute Force detected from 202.157.2.161 targeting 195.69.253.132 MITRE Technique: T1566.001 | Associated Threat Actor: Kimsuky
|
{
"geo_location": "North Korea",
"device_hash": "4d407a5f31c79830dd5492a2c2c67ace",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 4_2_1 like Mac OS X) AppleWebKit/533.0 (KHTML, like Gecko) FxiOS/12.3h9624.0 Mobile/33O131 Safari/533.0",
"session_id": "2f620ab9-e179-4cf0-a9c8-72f285325f0c",
"risk_score": 93.17,
"confidence": 1
}
|
202.157.2.161
|
195.69.253.132
|
Brute Force
|
SIG-9434
|
Policy
|
MITRE Technique: T1566.001 | Associated Threat Actor: Kimsuky
|
Suricata Alert: Brute Force detected from 202.157.2.161 targeting 195.69.253.132 MITRE Technique: T1566.001 | Associated Threat Actor: Kimsuky
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
1beabd76-2892-41a5-a547-422089d25529
| 2025-06-19T05:28:39
|
network
|
AlienVault v5.7.0
|
medium
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|network|medium| desc=Network covert_channel from 64.226.52.152 to 22.96.184.191 Associated Threat Actor: Leafminer noise=search
|
{
"geo_location": "Montserrat",
"device_hash": "c6dfac255b74e9b3a2797b5cf5533ac7eb6633a2",
"user_agent": "Mozilla/5.0 (Linux; Android 12.1) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/58.0.830.0 Safari/532.0",
"session_id": "bc131a47-c393-4dd8-97ac-4aed373d54ac",
"risk_score": 45.73,
"confidence": 0.95
}
|
64.226.52.152
|
22.96.184.191
| null | null | null |
Associated Threat Actor: Leafminer
|
Network covert_channel from 64.226.52.152 to 22.96.184.191 Associated Threat Actor: Leafminer
|
covert_channel
| 805,059
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f32cc09b-844b-4cec-9d32-a6acf5eac1a4
| 2025-01-17T03:03:48
|
iot
|
Wazuh v4.5.0
|
medium
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera battery_drain No additional info
|
{
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "4446c9e63bbd8849c11d0c0d221122f245d723a2",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; ug-CN) AppleWebKit/531.41.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6531.41.4",
"session_id": "d8db1832-6080-44c1-8f61-0f5178ce9f7a",
"risk_score": 31.57,
"confidence": 0.43
}
| null | null | null | null | null |
No additional info
|
IoT device Camera battery_drain No additional info
|
battery_drain
| null | null | null | null | null | null | null |
Camera
|
iot-f0a5d76d
|
7.9
| null | null | null | null | null | null | null | null | null | null |
30503c5f-08ef-4e86-aa38-8eefacc32e72
| 2025-04-21T07:35:19
|
endpoint
|
AlienVault v5.7.0
|
low
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|low| desc=Endpoint registry_change /pick/through.mp4 by whitakerrhonda MITRE Technique: T1071.001 | Associated Threat Actor: Equation Group noise=2D79307E
|
{
"geo_location": "Luxembourg",
"device_hash": "e48b5acea101ac6c35e15b26fd1eec69753f12d9",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; my-MM) AppleWebKit/535.48.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B115 Safari/6535.48.7",
"session_id": "a5e1ccc4-fb98-4e74-a638-71f74a172326",
"risk_score": 56.46,
"confidence": 0.27
}
| null | null | null | null | null |
MITRE Technique: T1071.001 | Associated Threat Actor: Equation Group
|
Endpoint registry_change /pick/through.mp4 by whitakerrhonda MITRE Technique: T1071.001 | Associated Threat Actor: Equation Group
|
registry_change
| null | null |
whitakerrhonda
|
/pick/through.mp4
| 3,983
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
bcffeab7-bdc1-45d2-bf4d-fd48e0825789
| 2025-05-09T07:50:17
|
ids_alert
|
OSSEC v3.7.0
|
emergency
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|emergency| desc=OSSEC Alert: Credential Stuffing detected from 10.99.0.244 targeting 191.83.54.157 Associated Threat Actor: Equation Group noise=4D2CC4EA
|
{
"geo_location": "China",
"device_hash": "4309cf72d0842962d65a339f4eaf53761935e796",
"user_agent": "Mozilla/5.0 (Linux; Android 8.1.0) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/59.0.890.0 Safari/533.0",
"session_id": "5c3bf0c0-6a23-4513-b31e-0f353d41bece",
"risk_score": 38.17,
"confidence": 0.83
}
|
10.99.0.244
|
191.83.54.157
|
Credential Stuffing
|
SIG-2218
|
Exploit
|
Associated Threat Actor: Equation Group
|
OSSEC Alert: Credential Stuffing detected from 10.99.0.244 targeting 191.83.54.157 Associated Threat Actor: Equation Group
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
feb831e2-d781-4600-a2a5-322abaca7064
| 2025-04-12T10:33:24
|
ai
|
Snort v2.9.20
|
info
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|info| desc=AI system training_data_poisoning by jamescombs No additional info
|
{
"geo_location": "Sweden",
"device_hash": "3a3c2eca2cd033e34de9363bfa1ea2e7a391c27b078c812f2457e59214fa3b44",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/57.0.874.0 Safari/534.0",
"session_id": "75de8dc4-ab17-4456-9a0b-5d4d5c3d7b00",
"risk_score": 66.2,
"confidence": 0.68
}
| null | null | null | null | null |
No additional info
|
AI system training_data_poisoning by jamescombs No additional info
|
training_data_poisoning
| null | null |
jamescombs
| null | null | null | null | null | null | null | null | null | null | null | null |
model-d9df5b98
|
4f2a17e617c31a410ac70c09e6ca0235
|
2d995de27d10cf9b5f7c1effa651143a237664af2e62d72898cd6e541de8fe2b
| null | null |
1f2b3e48-d208-4f9a-a4c7-c5d87de263ea
| 2025-06-02T08:47:40
|
iot
|
Darktrace v6.0.0
|
low
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor battery_drain Associated Threat Actor: Scattered Spider
|
{
"geo_location": "Puerto Rico",
"device_hash": "2c5b6ef0c4e105397494b572963ef692",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/9840-12-17 03:40:08 Firefox/12.0",
"session_id": "e9815af9-9fbe-4eb3-8ecf-84f1f30d25db",
"risk_score": 23.53,
"confidence": 0.19
}
| null | null | null | null | null |
Associated Threat Actor: Scattered Spider
|
IoT device Sensor battery_drain Associated Threat Actor: Scattered Spider
|
battery_drain
| null | null | null | null | null | null | null |
Sensor
|
iot-3a6444d5
|
7.6
| null | null | null | null | null | null | null | null | null | null |
35a308f7-acb4-4b9e-83f6-fdac0a4fb2d8
| 2025-02-03T05:28:57
|
auth
|
AlienVault v5.7.0
|
info
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|info| desc=Auth locked for williamwall via passwordless from 10.250.210.238 No additional info
|
{
"geo_location": "Iran",
"device_hash": "59bef42f32753f8cf47539c3b1906eb0",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; tr-TR) AppleWebKit/535.7.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6535.7.2",
"session_id": "caa1b624-0ecb-44f9-8c5b-a3ce6a15c39c",
"risk_score": 50.77,
"confidence": 0.17
}
|
10.250.210.238
| null | null | null | null |
No additional info
|
Auth locked for williamwall via passwordless from 10.250.210.238 No additional info
|
locked
| null | null |
williamwall
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
be:2f:85:d4:d1:ec
| null | null | null | null | null |
6031e706-7c09-46bf-96b9-3e537e1e3462
| 2025-06-25T05:13:28
|
ids_alert
|
FireEye HX v4.5.0
|
high
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ids_alert|high| desc=FireEye HX Alert: ICS Attack detected from 10.64.115.118 targeting 37.71.43.143 No additional info noise=home|quality|to
|
{
"geo_location": "North Korea",
"device_hash": "1225be7b0c3c579b47fe258d1605411e",
"user_agent": "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/60.0.846.0 Safari/535.1",
"session_id": "43711b94-bd69-40c1-97c8-35e819544f1d",
"risk_score": 63.2,
"confidence": 0.11
}
|
10.64.115.118
|
37.71.43.143
|
ICS Attack
|
SIG-3192
|
Evasion
|
No additional info
|
FireEye HX Alert: ICS Attack detected from 10.64.115.118 targeting 37.71.43.143 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c4bdb612-0dac-44f4-a264-cc19e91bc4bc
| 2025-06-11T21:10:31
|
endpoint
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|medium| desc=Endpoint memory_injection law by jennifer56 No additional info
|
{
"geo_location": "Afghanistan",
"device_hash": "4cc5e52a12c38f41b9314eaa8c13b99c867ce7b7",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; mhr-RU) AppleWebKit/535.35.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B117 Safari/6535.35.1",
"session_id": "1d3a1fc7-8a6a-4ea7-878d-2a3fa1771028",
"risk_score": 68.53,
"confidence": 0.39
}
| null | null | null | null | null |
No additional info
|
Endpoint memory_injection law by jennifer56 No additional info
|
memory_injection
| null | null |
jennifer56
|
law
| 3,423
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4bb8c770-7c24-4163-9718-a4778f79bef8
| 2025-05-12T19:30:06
|
ids_alert
|
Snort v2.9.20
|
emergency
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ids_alert|emergency| desc=Snort Alert: AI Model Poisoning detected from 79.244.235.14 targeting N/A No additional info
|
{
"geo_location": "Iraq",
"device_hash": "ffba5e438c389651c732e404cb013bb5e9be1cdda2f330b49befd51393113bcd",
"user_agent": "Opera/8.26.(Windows 98; sd-IN) Presto/2.9.186 Version/11.00",
"session_id": "a5686f2f-f0c2-45d1-bbef-2a5db0601c5b",
"risk_score": 43.14,
"confidence": 0.92
}
|
79.244.235.14
|
N/A
|
AI Model Poisoning
|
SIG-7344
|
Policy
|
No additional info
|
Snort Alert: AI Model Poisoning detected from 79.244.235.14 targeting N/A No additional info
| null | null | null | null | null | null | null |
{
"baseline_deviation": 1.61,
"entropy": 5.87,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
7fc9ed7e-a83d-4ecc-8cec-5994223f866c
| 2025-07-01T12:32:46
|
cloud
|
OSSEC v3.7.0
|
high
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|high| desc=Cloud lambda_execution in OCI by john83 No additional info
|
{
"geo_location": "Turkey",
"device_hash": "76f3f39173035610d142095d50a382f577d30a8c",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/532.15.4 (KHTML, like Gecko) Version/4.0.1 Safari/532.15.4",
"session_id": "4032d5c4-9b73-47ef-b4a9-725376b5c1d6",
"risk_score": 39.18,
"confidence": 0.42
}
| null | null | null | null | null |
No additional info
|
Cloud lambda_execution in OCI by john83 No additional info
|
lambda_execution
| null | null |
john83
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-a5d5dc61
|
4f7258c6-436c-4160-a16a-f483daa58882
| 2029-04-08T12:43:11
|
endpoint
|
Microsoft Sentinel v1.0.0
|
high
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access /until/upon.xls by gonzalesjames MITRE Technique: T1059.001
|
{
"geo_location": "Nauru",
"device_hash": "c3b7386c9b5cc7817d661b2eab82167e2eb4319b",
"user_agent": "Mozilla/5.0 (Windows NT 10.0) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/60.0.826.0 Safari/535.2",
"session_id": "8b8add78-a4b8-480f-b3ba-880a23f8ee52",
"risk_score": 80.69,
"confidence": 0.9
}
| null | null | null | null | null |
MITRE Technique: T1059.001
|
Endpoint file_access /until/upon.xls by gonzalesjames MITRE Technique: T1059.001
|
file_access
| null | null |
gonzalesjames
|
/until/upon.xls
| 7,198
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9435da30-36b3-48c7-933b-430d6fdd6de3
| 2025-04-22T01:10:35
|
auth
|
Elastic SIEM v8.9.0
|
info
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|info| desc=Auth success for lisasolis via password from 209.0.125.217 MITRE Technique: T1134.001 noise=categories/tag
|
{
"geo_location": "Hungary",
"device_hash": "2044f45f5bafaa4d7fdd3e9c85d95057d6c9a03b",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/56.0.821.0 Safari/531.1",
"session_id": "d303fc64-1856-42f6-aaca-99b236d4a593",
"risk_score": 64.53,
"confidence": 0.01
}
|
209.0.125.217
| null | null | null | null |
MITRE Technique: T1134.001
|
Auth success for lisasolis via password from 209.0.125.217 MITRE Technique: T1134.001
|
success
| null | null |
lisasolis
| null | null | null |
{
"baseline_deviation": 1.66,
"entropy": 2.7,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null |
password
|
0a:6b:fb:20:9d:52
| null | null | null | null | null |
8c7b7334-6e0f-4a9c-8507-454163085d2d
| 2025-04-20T10:38:59
|
cloud
|
ArcSight v7.4.0
|
info
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|cloud|info| desc=Cloud storage_access in GCP by warrenkimberly MITRE Technique: T1566.001
|
{
"geo_location": "United States of America",
"device_hash": "659e193283bc092d436a68420a663eaca6cb06cf",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/5.0)",
"session_id": "e39777ea-ac69-4091-8af2-27b328db28cb",
"risk_score": 15.58,
"confidence": 0.29
}
| null | null | null | null | null |
MITRE Technique: T1566.001
|
Cloud storage_access in GCP by warrenkimberly MITRE Technique: T1566.001
|
storage_access
| null | null |
warrenkimberly
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-18571eae
|
e0a148b6-2014-460e-ad3f-84183bad1e81
| 2025-07-08T23:50:39
|
network
|
FireEye HX v4.5.0
|
medium
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|medium| desc=Network latency_spike from 187.10.100.254 to 91.76.106.80 Unconventional IOC: Bios timestamp anomalies
|
{
"geo_location": "South Africa",
"device_hash": "db11043717cfc1e8a5a86c7414ecb92b677f23b7a412c0616fb2692e81691bdc",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_7; rv:1.9.4.20) Gecko/9657-10-31 12:56:51 Firefox/9.0",
"session_id": "d07d1573-a54b-4f5d-ace4-3ad2a209cd34",
"risk_score": 44.17,
"confidence": 0.03
}
|
187.10.100.254
|
91.76.106.80
| null | null | null |
Unconventional IOC: Bios timestamp anomalies
|
Network latency_spike from 187.10.100.254 to 91.76.106.80 Unconventional IOC: Bios timestamp anomalies
|
latency_spike
| 487,788
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5bd01cc4-07a3-4d27-8ef6-5f2c314991cb
| 2025-06-06T08:20:09
|
auth
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|info| desc=Auth bypass for kalexander via key from 180.177.114.1 No additional info noise=U29tZW9uZS4=
|
{
"geo_location": "Cook Islands",
"device_hash": "b1d4670292f1273643f7dd3353ac45554a39a7e5",
"user_agent": "Opera/9.85.(Windows NT 5.1; raj-IN) Presto/2.9.177 Version/10.00",
"session_id": "308d7809-8271-4e80-beb2-40976d5924d6",
"risk_score": 20.56,
"confidence": 0.87
}
|
180.177.114.1
| null | null | null | null |
No additional info
|
Auth bypass for kalexander via key from 180.177.114.1 No additional info
|
bypass
| null | null |
kalexander
| null | null | null | null | null | null | null | null | null | null |
key
|
51:4e:ae:03:38:54
| null | null | null | null | null |
e83c6db7-4b0c-49ce-a3e3-531e0d4f50df
| 2025-04-24T14:09:16
|
firewall
|
Microsoft Sentinel v1.0.0
|
medium
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow HTTPS traffic from 67.119.80.113:968 to 130.57.94.231:269 No additional info
|
{
"geo_location": "Cambodia",
"device_hash": "2c6b6057501a51ddaed2978df0b45609d480f36d",
"user_agent": "Opera/8.54.(X11; Linux x86_64; id-ID) Presto/2.9.166 Version/10.00",
"session_id": "b528415a-4efe-429b-834b-232ddcb9ceae",
"risk_score": 98.62,
"confidence": 0.29
}
|
67.119.80.113
|
130.57.94.231
| null | null | null |
No additional info
|
Firewall allow HTTPS traffic from 67.119.80.113:968 to 130.57.94.231:269 No additional info
|
allow
| 64,227
|
HTTPS
| null | null | null | null | null | null | null | null | 968
| 269
| 1,635
| null | null | null | null | null | null | null |
1d0bb3fb-1895-4948-8283-ca72354fbf09
| 2025-06-23T07:53:58
|
ai
|
Carbon Black v7.8.0
|
critical
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|critical| desc=AI system training_data_poisoning by fgraham MITRE Technique: T1547.001 | Training data poisoning attempt
|
{
"geo_location": "El Salvador",
"device_hash": "4f5a2f4cccb654fd6c044d64f71b686b8d5a382e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.2; Trident/3.1)",
"session_id": "7f9479f8-97e5-4c08-91f9-e989e8edaa93",
"risk_score": 44.77,
"confidence": 0.38
}
| null | null | null | null | null |
MITRE Technique: T1547.001 | Training data poisoning attempt
|
AI system training_data_poisoning by fgraham MITRE Technique: T1547.001 | Training data poisoning attempt
|
training_data_poisoning
| null | null |
fgraham
| null | null | null | null | null | null | null | null | null | null | null | null |
model-bfb189cd
|
6e02b0903a981243a4b2de1481fdf01a3f80ebd1
|
aee4456cc5465f8a0590634de09a58a0
| null | null |
cde5fc85-bfec-4820-b489-2124aff69350
| 2025-04-01T22:16:04
|
iot
|
Tanium v7.4.0
|
low
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|low| desc=IoT device Camera sensor_spoofing No additional info
|
{
"geo_location": "Central African Republic",
"device_hash": "2554f68b1fdd98d3bbdd97fbfd957be7",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; gl-ES) AppleWebKit/534.37.2 (KHTML, like Gecko) Version/3.0.5 Mobile/8B119 Safari/6534.37.2",
"session_id": "0e3bfa7a-23ec-4aa2-8a4c-19d14b9625d0",
"risk_score": 73.6,
"confidence": 0.35
}
| null | null | null | null | null |
No additional info
|
IoT device Camera sensor_spoofing No additional info
|
sensor_spoofing
| null | null | null | null | null | null | null |
Camera
|
iot-0ed47747
|
2.4
| null | null | null | null | null | null | null | null | null | null |
e3b47c22-f132-44a5-9447-d7a1c5314ee0
| 2025-06-25T21:43:58
|
iot
|
Tanium v7.4.0
|
critical
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat battery_drain No additional info
|
{
"geo_location": "Luxembourg",
"device_hash": "eb1f6bb34521158d3ffe10b4d83ada4acb8e4f22ff00604cff9f0089bb731d1c",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_8) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/32.0.823.0 Safari/534.0",
"session_id": "d024e890-d6ee-4098-abf2-9d9691f9aac3",
"risk_score": 64.3,
"confidence": 0.97
}
| null | null | null | null | null |
No additional info
|
IoT device Thermostat battery_drain No additional info
|
battery_drain
| null | null | null | null | null | null | null |
Thermostat
|
iot-42bc078a
|
3.5
| null | null | null | null | null | null | null | null | null | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.