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
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2fe5ed8f-7315-4248-8b2d-79db18b0f91b
| 2025-02-05T19:54:45
|
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: MFA Bypass detected from 58.97.234.235 targeting 83.26.46.8 No additional info
|
{
"geo_location": "Mali",
"device_hash": "7856321ef548f03b948525e04b95af9a0e9e2458",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_2 rv:3.0; fil-PH) AppleWebKit/534.6.2 (KHTML, like Gecko) Version/5.0 Safari/534.6.2",
"session_id": "7fa85eac-8786-4d08-9b68-6d406b9e6bb0",
"risk_score": 35.45,
"confidence": 0.48
}
|
58.97.234.235
|
83.26.46.8
|
MFA Bypass
|
SIG-2865
|
Policy
|
No additional info
|
Microsoft Sentinel Alert: MFA Bypass detected from 58.97.234.235 targeting 83.26.46.8 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5fd83848-cdb7-4e65-bc4a-3d6d568665dd
| 2025-07-06T16:51:07
|
endpoint
|
Elastic SIEM v8.9.0
|
critical
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint service_install /few/bring.mp4 by vortega MITRE Technique: T1543.003
|
{
"geo_location": "Poland",
"device_hash": "d3bbe26af5be75513b1f48284ecc4e0083fee4d5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/4.0)",
"session_id": "810622d8-3e1a-415d-afc0-6cdd45cb0629",
"risk_score": 47.12,
"confidence": 0.55
}
| null | null | null | null | null |
MITRE Technique: T1543.003
|
Endpoint service_install /few/bring.mp4 by vortega MITRE Technique: T1543.003
|
service_install
| null | null |
vortega
|
/few/bring.mp4
| 790
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0f11a6f9-0f8b-4305-8c93-390929acb39e
| 2025-06-08T16:24:12
|
endpoint
|
Vectra AI v5.0.0
|
critical
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint memory_injection /hotel/draw.odt by fsmith No additional info
|
{
"geo_location": "Congo",
"device_hash": "4a68e6f88085128dc4bce28b8e5ceec9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.1; Trident/3.0)",
"session_id": "0d3a1320-2abf-4645-82b2-b3f85863016c",
"risk_score": 57.38,
"confidence": 0.62
}
| null | null | null | null | null |
No additional info
|
Endpoint memory_injection /hotel/draw.odt by fsmith No additional info
|
memory_injection
| null | null |
fsmith
|
/hotel/draw.odt
| 9,584
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7786f9da-2f0f-4601-bca9-66276759e0d1
| 2025-06-11T00:24:36
|
auth
|
Snort v2.9.20
|
info
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|info| desc=Auth bypass for shernandez via MFA from 42.233.225.9 No additional info noise=TWlzcy4=
|
{
"geo_location": "Luxembourg",
"device_hash": "02ca3ab30ab8e598909e540d7150a10df1a84d61b7a171d6d99d3d9588d8deff",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_0 like Mac OS X; ckb-IQ) AppleWebKit/533.42.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B116 Safari/6533.42.5",
"session_id": "052d3668-8c42-4633-8a1b-2aeec3235460",
"risk_score": 42.33,
"confidence": 0.51
}
|
42.233.225.9
| null | null | null | null |
No additional info
|
Auth bypass for shernandez via MFA from 42.233.225.9 No additional info
|
bypass
| null | null |
shernandez
| null | null | null | null | null | null | null | null | null | null |
MFA
|
72:ec:47:82:36:08
| null | null | null | null | null |
674eea8a-46b4-4aac-808d-63304040b31b
| 2025-01-29T19:39:01
|
endpoint
|
Darktrace v6.0.0
|
low
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|low| desc=Endpoint service_install /exist/network.jpg by kathrynorr No additional info
|
{
"geo_location": "Jamaica",
"device_hash": "595825b3df6a8250f8159d14b061f824d69afcb8",
"user_agent": "Opera/8.62.(Windows 95; ca-AD) Presto/2.9.165 Version/12.00",
"session_id": "3a73d6a8-b0d6-4129-9227-58342fa43fd1",
"risk_score": 34.08,
"confidence": 0.61
}
| null | null | null | null | null |
No additional info
|
Endpoint service_install /exist/network.jpg by kathrynorr No additional info
|
service_install
| null | null |
kathrynorr
|
/exist/network.jpg
| 9,250
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cb2e8301-21df-484d-a0f0-39fa863372cd
| 2025-04-16T02:32:28
|
ai
|
LogRhythm v7.5.0
|
info
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|info| desc=AI system adversarial_input by yolanda70 No additional info
|
{
"geo_location": "Peru",
"device_hash": "56e105946908040c3867a01661a1cfab085c00d3941d8eae48dd3d5d8622a3ee",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 9_3_5 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) CriOS/38.0.857.0 Mobile/13H004 Safari/532.1",
"session_id": "3f815093-b22b-4dab-b4f6-aa72a6c81a84",
"risk_score": 43.63,
"confidence": 0.25
}
| null | null | null | null | null |
No additional info
|
AI system adversarial_input by yolanda70 No additional info
|
adversarial_input
| null | null |
yolanda70
| null | null | null | null | null | null | null | null | null | null | null | null |
model-519ceaf7
|
106301529ddb5d2455e67884d18b35f47f265e13
|
50e7d623e849f5960f14954599dbcd2520fa46f39c617af03652a3cb2d6f0d6c
| null | null |
636a25fc-0f6b-49ca-9b3a-de35bd390abb
| 2025-05-07T06:31:54
|
ids_alert
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|medium| desc=Suricata Alert: DDoS detected from 28.58.75.18 targeting 101.10.55.76 No additional info
|
{
"geo_location": "Guadeloupe",
"device_hash": "46c6e72ce397c865b916b85273a7a72c",
"user_agent": "Opera/9.43.(X11; Linux i686; nn-NO) Presto/2.9.168 Version/11.00",
"session_id": "7428e286-9ab3-4982-99b3-0b6daf6d2944",
"risk_score": 87.54,
"confidence": 0.78
}
|
28.58.75.18
|
101.10.55.76
|
DDoS
|
SIG-9019
|
Recon
|
No additional info
|
Suricata Alert: DDoS detected from 28.58.75.18 targeting 101.10.55.76 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8a0a8ac9-da43-413b-bc73-6809f627f469
| 2025-02-23T20:35:22
|
iot
|
Vectra AI v5.0.0
|
critical
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat side_channel MITRE Technique: T1218.011 noise=639D1F2F
|
{
"geo_location": "Sri Lanka",
"device_hash": "a5ea137b6621e15ff36afb091113d95843c356fb",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 9_3_6 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) FxiOS/9.6m5290.0 Mobile/96P109 Safari/532.1",
"session_id": "16e8f562-aa32-416f-a189-35c6e844a88e",
"risk_score": 58.33,
"confidence": 0.19
}
| null | null | null | null | null |
MITRE Technique: T1218.011
|
IoT device Thermostat side_channel MITRE Technique: T1218.011
|
side_channel
| null | null | null | null | null | null | null |
Thermostat
|
iot-ac11cba9
|
6.1
| null | null | null | null | null | null | null | null | null | null |
71b2dcff-e016-4d9f-b73d-b44fe03db6d4
| 2025-06-21T20:28:37
|
iot
|
OSSEC v3.7.0
|
high
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|iot|high| desc=IoT device Medical sensor_spoofing No additional info
|
{
"geo_location": "Singapore",
"device_hash": "493cced33eb89d64650c02135cb627f48c9761a477c8e4065770e5111bc6a548",
"user_agent": "Opera/8.43.(X11; Linux x86_64; ml-IN) Presto/2.9.176 Version/10.00",
"session_id": "8193e5cb-b796-4949-a693-75a4282153cb",
"risk_score": 36.47,
"confidence": 0.11
}
| null | null | null | null | null |
No additional info
|
IoT device Medical sensor_spoofing No additional info
|
sensor_spoofing
| null | null | null | null | null | null | null |
Medical
|
iot-f809de24
|
9.5
| null | null | null | null | null | null | null | null | null | null |
eb4a435d-392a-4f27-90a6-44e3e96b3ffa
| 2025-07-06T06:27:28
|
ids_alert
|
Trellix v10.7.0
|
high
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|high| desc=Trellix Alert: AI Model Poisoning detected from 188.197.18.244 targeting 10.249.152.140 MITRE Technique: T1547.001
|
{
"geo_location": "Montenegro",
"device_hash": "252fa5a339759fec5ca29c356ed407e2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.2; Trident/3.1)",
"session_id": "33c1bf4f-5a1c-4522-954a-4ad00dc50fc7",
"risk_score": 33.75,
"confidence": 0.01
}
|
188.197.18.244
|
10.249.152.140
|
AI Model Poisoning
|
SIG-6500
|
Policy
|
MITRE Technique: T1547.001
|
Trellix Alert: AI Model Poisoning detected from 188.197.18.244 targeting 10.249.152.140 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 |
8bbdc57f-1aa2-41be-92d1-401f8037889f
| 2026-08-02T17:24:22
|
firewall
|
Darktrace v6.0.0
|
low
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|low| desc=Firewall deny ICMP traffic from 3.115.102.182:35048 to 39.227.103.204:41 No additional info noise=cost|arm|sense
|
{
"geo_location": "Greece",
"device_hash": "bffb2d06bb9cb0658fd63a11770e9307a433577f56b154ce0067593112fed001",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; apn-IN) AppleWebKit/531.21.6 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6531.21.6",
"session_id": "99c5bdd7-502c-4eb1-b0c5-0abde85aaaa8",
"risk_score": 60.09,
"confidence": 0.05
}
|
3.115.102.182
|
39.227.103.204
| null | null | null |
No additional info
|
Firewall deny ICMP traffic from 3.115.102.182:35048 to 39.227.103.204:41 No additional info
|
deny
| 34,197
|
ICMP
| null | null | null | null |
{
"baseline_deviation": 0.65,
"entropy": 5.03,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | 35,048
| 41
| 214
| null | null | null | null | null | null | null |
46504081-93fc-4b5e-9563-ad1b38965857
| 2025-02-06T07:57:55
|
endpoint
|
Elastic SIEM v8.9.0
|
info
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|info| desc=Endpoint file_access /example/father.avi by millerjames Unconventional IOC: Bios timestamp anomalies
|
{
"geo_location": "United States of America",
"device_hash": "88be935395c17eea22d54d2828f0ac6d",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 3_2_2 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) FxiOS/11.1j9782.0 Mobile/02F266 Safari/531.0",
"session_id": "2fac5ce7-dd7b-4f3a-aa98-59128b81b102",
"risk_score": 34.92,
"confidence": 0.28
}
| null | null | null | null | null |
Unconventional IOC: Bios timestamp anomalies
|
Endpoint file_access /example/father.avi by millerjames Unconventional IOC: Bios timestamp anomalies
|
file_access
| null | null |
millerjames
|
/example/father.avi
| 2,062
|
cmd.exe
|
{
"baseline_deviation": 1.63,
"entropy": 5.42,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
d629b9e7-3ecf-48b5-be7c-7a69f540259b
| 2025-02-24T16:14:35
|
ai
|
Carbon Black v7.8.0
|
info
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|ai|info| desc=AI system membership_inference by larcher No additional info
|
{
"geo_location": "Egypt",
"device_hash": "b1e9dfe56a89d49e691c5f4f28761bc3a7ffcb32",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/534.44.3 (KHTML, like Gecko) Version/5.0.3 Safari/534.44.3",
"session_id": "ab301237-4299-4d19-a717-6f3164e93ccf",
"risk_score": 13.95,
"confidence": 0.3
}
| null | null | null | null | null |
No additional info
|
AI system membership_inference by larcher No additional info
|
membership_inference
| null | null |
larcher
| null | null | null | null | null | null | null | null | null | null | null | null |
model-77b96c13
|
36484bf2fe6c36ace980e25ca78af9c0cd403b7352b17beef57ee883a670ec2c
|
6156209dc593f8b3e1652219ab2f38b65abae77f
| null | null |
bd22b7fd-718c-4e76-b5b6-7ffa8075f64c
| 2025-07-04T23:59:58
|
network
|
Vectra AI v5.0.0
|
high
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 138.134.36.55 to 194.165.188.158 Associated Threat Actor: FIN7
|
{
"geo_location": "Spain",
"device_hash": "105d929a582d040ce9c46ec0eb43854a",
"user_agent": "Mozilla/5.0 (Linux; Android 4.0.3) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/16.0.897.0 Safari/531.1",
"session_id": "e81ff3e7-f60d-4022-ab81-f0d63e0f8d28",
"risk_score": 15.18,
"confidence": 0.08
}
|
138.134.36.55
|
194.165.188.158
| null | null | null |
Associated Threat Actor: FIN7
|
Network data_exfiltration from 138.134.36.55 to 194.165.188.158 Associated Threat Actor: FIN7
|
data_exfiltration
| 539,807
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3a6145aa-eba1-4b3e-8511-eb4cd6e656d7
| 2025-06-04T06:06:17
|
auth
|
Splunk v9.0.2
|
low
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|low| desc=Auth success for christianweber via biometric from 10.201.220.0 No additional info
|
{
"geo_location": "Saint Martin",
"device_hash": "124f7a17f8169ba2d6e1d42f824fa461d31107b2",
"user_agent": "Opera/9.16.(Windows NT 10.0; byn-ER) Presto/2.9.175 Version/10.00",
"session_id": "29dabe5b-aa2c-4103-8c39-2e2a4ec43925",
"risk_score": 72.35,
"confidence": 0.61
}
|
10.201.220.0
| null | null | null | null |
No additional info
|
Auth success for christianweber via biometric from 10.201.220.0 No additional info
|
success
| null | null |
christianweber
| null | null | null | null | null | null | null | null | null | null |
biometric
|
bc:c8:e9:6c:74:0a
| null | null | null | null | null |
7b92ad93-75f6-478d-9ada-084c34f2077f
| 2025-07-10T06:09:37
|
ids_alert
|
OSSEC v3.7.0
|
critical
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|critical| desc=OSSEC Alert: Supply Chain Compromise detected from 88.102.190.12 targeting 78.145.138.85 Zero-day exploit pattern detected
|
{
"geo_location": "Niger",
"device_hash": "6fd6d1ec0131061de1bf47ff21cb53c6b4b4b770ec8122ca6bc8ee11a8fcd6c0",
"user_agent": "Mozilla/5.0 (Android 1.1; Mobile; rv:12.0) Gecko/12.0 Firefox/12.0",
"session_id": "9437a925-3682-452f-9435-020a497680aa",
"risk_score": 75.14,
"confidence": 0.1
}
|
88.102.190.12
|
78.145.138.85
|
Supply Chain Compromise
|
SIG-5872
|
Exploit
|
Zero-day exploit pattern detected
|
OSSEC Alert: Supply Chain Compromise detected from 88.102.190.12 targeting 78.145.138.85 Zero-day exploit pattern detected
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
334e676d-da64-46f1-ad28-49806b0e1ad7
| 2025-04-17T04:30:46
|
firewall
|
Carbon Black v7.8.0
|
medium
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop HTTPS traffic from 174.203.239.217:104 to 61.7.232.7:41 MITRE Technique: T1071.001
|
{
"geo_location": "Gambia",
"device_hash": "1c86d6d0f42449857835a562605e8f64c2d99be0",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_4) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/38.0.868.0 Safari/535.2",
"session_id": "991a0579-a067-4ea0-8ac1-65defed68d9e",
"risk_score": 60.75,
"confidence": 0.49
}
|
174.203.239.217
|
61.7.232.7
| null | null | null |
MITRE Technique: T1071.001
|
Firewall drop HTTPS traffic from 174.203.239.217:104 to 61.7.232.7:41 MITRE Technique: T1071.001
|
drop
| 908,893
|
HTTPS
| null | null | null | null | null | null | null | null | 104
| 41
| 2,512
| null | null | null | null | null | null | null |
087a96a4-bf13-471f-afbd-d707ffad2d0a
| 2023-11-08T08:16:44
|
network
|
OSSEC v3.7.0
|
low
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|low| desc=Network covert_channel from 86.42.33.234 to 196.156.170.234 MITRE Technique: T1543.003
|
{
"geo_location": "Lebanon",
"device_hash": "a39874669446fe63860da13993b07f50",
"user_agent": "Opera/8.29.(Windows NT 5.01; dz-BT) Presto/2.9.178 Version/10.00",
"session_id": "d8982f7a-27d2-4c24-8fc4-3b9247ef3643",
"risk_score": 19.41,
"confidence": 0.34
}
|
86.42.33.234
|
196.156.170.234
| null | null | null |
MITRE Technique: T1543.003
|
Network covert_channel from 86.42.33.234 to 196.156.170.234 MITRE Technique: T1543.003
|
covert_channel
| 336,282
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6e5bc2cf-0353-4b92-8582-3454774a276d
| 2025-04-06T06:16:29
|
auth
|
FireEye HX v4.5.0
|
low
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|auth|low| desc=Auth locked for kmartin via OAuth from 212.248.157.244 No additional info
|
{
"geo_location": "Liechtenstein",
"device_hash": "c7e2308777ccf82f183cd7295c1994db5b70620f",
"user_agent": "Mozilla/5.0 (Linux; Android 2.0) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/14.0.872.0 Safari/535.1",
"session_id": "c00f1f7f-c6a0-4e8e-89b0-f63d6c8e2fa9",
"risk_score": 22.26,
"confidence": 0.39
}
|
212.248.157.244
| null | null | null | null |
No additional info
|
Auth locked for kmartin via OAuth from 212.248.157.244 No additional info
|
locked
| null | null |
kmartin
| null | null | null | null | null | null | null | null | null | null |
OAuth
|
db:e6:83:09:f4:ed
| null | null | null | null | null |
dbe8eb02-bfb6-49c6-abe6-521dee856014
| 2025-05-24T10:10:12
|
network
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|high| desc=Network connection from 212.208.200.214 to 153.180.14.136 No additional info
|
{
"geo_location": "Iraq",
"device_hash": "d00ae07c17d406047fe3c105b44f1e3fb75d1f09e53dcd81b26d4990c0abee51",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/18.0.896.0 Safari/532.2",
"session_id": "e5bef9a2-a203-4597-b3e0-e92c02f12bdd",
"risk_score": 68.99,
"confidence": 0.1
}
|
212.208.200.214
|
153.180.14.136
| null | null | null |
No additional info
|
Network connection from 212.208.200.214 to 153.180.14.136 No additional info
|
connection
| 949,109
|
HTTPS
| null | null | null | null |
{
"baseline_deviation": 1.3,
"entropy": 2.84,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
1141507d-2ed6-4ad0-b6d4-abcab93ec84b
| 2025-03-21T07:26:42
|
ai
|
Trellix v10.7.0
|
info
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|info| desc=AI system model_access by honeal No additional info
|
{
"geo_location": "Tajikistan",
"device_hash": "528dabacdda8d46c95d0f91d6a15f14ae2cda2e70bbc59221e08cf8400c28767",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/4.0)",
"session_id": "07f9e6cc-9aa9-4a74-b544-307dbb3cee91",
"risk_score": 53.74,
"confidence": 0.24
}
| null | null | null | null | null |
No additional info
|
AI system model_access by honeal No additional info
|
model_access
| null | null |
honeal
| null | null | null | null | null | null | null | null | null | null | null | null |
model-1a8bdd64
|
0718c7f92d94fdb203f1832c8008e3aa900847bd
|
d530e3322746f5d84a621d3c25e9b1cd
| null | null |
487e0d7a-a10d-4472-92b8-7a8bc536b2cd
| 2025-01-31T05:47:00
|
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 18.43.128.71 targeting N/A No additional info
|
{
"geo_location": "Mauritania",
"device_hash": "a58ea82a06e047591cb1b4a3220466940c6d14fb",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/9966-11-04 09:10:59 Firefox/3.8",
"session_id": "83e1b70b-2af8-4cfa-9b8d-a0ea2610c383",
"risk_score": 62.95,
"confidence": 0.76
}
|
18.43.128.71
|
N/A
|
ICS Attack
|
SIG-8314
|
Policy
|
No additional info
|
Zeek Alert: ICS Attack detected from 18.43.128.71 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 |
52e2dd17-3062-4af6-aadd-e660199b134e
| 2025-06-08T22:21:36
|
ids_alert
|
CrowdStrike v6.45.0
|
critical
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|critical| desc=CrowdStrike Alert: Credential Stuffing detected from 39.29.98.42 targeting N/A No additional info
|
{
"geo_location": "Barbados",
"device_hash": "be32f0ddfeb7760c74adf6ffe125823447ddd4c0",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_0 rv:5.0; id-ID) AppleWebKit/532.2.4 (KHTML, like Gecko) Version/4.0.1 Safari/532.2.4",
"session_id": "d6bb8921-8a50-4cad-a483-2d246c4f14b9",
"risk_score": 46.36,
"confidence": 0.19
}
|
39.29.98.42
|
N/A
|
Credential Stuffing
|
SIG-1899
|
Malware
|
No additional info
|
CrowdStrike Alert: Credential Stuffing detected from 39.29.98.42 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 |
e49f7a2b-8ba3-4fb3-9d94-b7e2c63e2642
| 2025-03-18T04:17:07
|
auth
|
LogRhythm v7.5.0
|
low
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|low| desc=Auth challenge for wilkersoneileen via biometric from 111.32.0.194 No additional info noise=5D34239B
|
{
"geo_location": "Saint Martin",
"device_hash": "4b9109727227ffd23ba6695a1f9fd76f2189080954c592a6fa9866705f1fee4f",
"user_agent": "Opera/8.21.(Windows NT 10.0; tig-ER) Presto/2.9.160 Version/12.00",
"session_id": "299dbe9c-a612-4fd0-b492-75fc17793cb8",
"risk_score": 54.32,
"confidence": 0.83
}
|
111.32.0.194
| null | null | null | null |
No additional info
|
Auth challenge for wilkersoneileen via biometric from 111.32.0.194 No additional info
|
challenge
| null | null |
wilkersoneileen
| null | null | null | null | null | null | null | null | null | null |
biometric
|
2e:c3:1e:ad:9c:7c
| null | null | null | null | null |
bad3814b-7e02-40cd-af7c-24ae63ee0c77
| 2025-01-26T02:10:22
|
firewall
|
Carbon Black v7.8.0
|
high
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|high| desc=Firewall drop DNS traffic from 168.179.6.216:267 to 73.191.109.164:984 No additional info
|
{
"geo_location": "Gabon",
"device_hash": "d0f1a6ff8c0f1d5c5831f52b88afac71681a5be9",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_2 like Mac OS X; ca-ES) AppleWebKit/535.14.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6535.14.7",
"session_id": "8deede03-74a5-4e34-ad88-bd3f43d356ad",
"risk_score": 77.34,
"confidence": 0.27
}
|
168.179.6.216
|
73.191.109.164
| null | null | null |
No additional info
|
Firewall drop DNS traffic from 168.179.6.216:267 to 73.191.109.164:984 No additional info
|
drop
| 160,384
|
DNS
| null | null | null | null | null | null | null | null | 267
| 984
| 452
| null | null | null | null | null | null | null |
a1005975-0194-4f48-9fbf-41872fe4a171
| 2025-06-16T17:01:07
|
network
|
Microsoft Sentinel v1.0.0
|
medium
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|network|medium| desc=Network beaconing from 73.121.98.140 to 124.210.39.61 MITRE Technique: T1218.011
|
{
"geo_location": "Liberia",
"device_hash": "bfd426836f4bb9afef9101f5f6eb25f1767347a9d9cc49cea0df5844e0a19f02",
"user_agent": "Opera/9.72.(Windows NT 4.0; fr-FR) Presto/2.9.179 Version/12.00",
"session_id": "fe95394e-25c7-463a-a6b7-abf684c39566",
"risk_score": 59.42,
"confidence": 0.42
}
|
73.121.98.140
|
124.210.39.61
| null | null | null |
MITRE Technique: T1218.011
|
Network beaconing from 73.121.98.140 to 124.210.39.61 MITRE Technique: T1218.011
|
beaconing
| 443,993
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
02010064-c9de-4f85-bfe4-34c664508bad
| 2025-05-01T03:30:57
|
iot
|
Tanium v7.4.0
|
critical
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor side_channel No additional info noise=Q2hhaXIu
|
{
"geo_location": "Tunisia",
"device_hash": "0f39182828d09570aba0ad0d9ff967bfff11062c089c9b245999c5d92671f76d",
"user_agent": "Mozilla/5.0 (Android 5.0.2; Mobile; rv:24.0) Gecko/24.0 Firefox/24.0",
"session_id": "3d583a61-89cd-4c4b-b518-4fbb69351ce4",
"risk_score": 58.91,
"confidence": 0.42
}
| null | null | null | null | null |
No additional info
|
IoT device Sensor side_channel No additional info
|
side_channel
| null | null | null | null | null | null | null |
Sensor
|
iot-9f18a305
|
10.4
| null | null | null | null | null | null | null | null | null | null |
3e536ac2-307c-4fad-b137-f2755cb02b5d
| 2025-05-23T02:26:44
|
network
|
FireEye HX v4.5.0
|
medium
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|medium| desc=Network connection from 221.49.149.244 to 198.100.9.95 No additional info
|
{
"geo_location": "Pakistan",
"device_hash": "99596670b41890ad97a9dce48ce3f17a548e21db3bb1f9c301e77008d9367fec",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 12_5_7 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/15.9g1431.0 Mobile/95D734 Safari/532.0",
"session_id": "ab5e5d81-2265-45fe-af3a-b1cbd17ff1df",
"risk_score": 17.82,
"confidence": 0.53
}
|
221.49.149.244
|
198.100.9.95
| null | null | null |
No additional info
|
Network connection from 221.49.149.244 to 198.100.9.95 No additional info
|
connection
| 51,375
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8ff47266-7ae0-4ffe-98ef-c054a8f4e509
| 2025-02-27T02:53:34
|
cloud
|
OSSEC v3.7.0
|
critical
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in GCP by ericroberts No additional info
|
{
"geo_location": "Guatemala",
"device_hash": "510728b128ba381b57ebbb23342803d9fb0fe23055572ee744cd8024687139c8",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/4.1)",
"session_id": "ca35f23f-633a-4d2d-9827-88abe22a149d",
"risk_score": 73.89,
"confidence": 0.53
}
| null | null | null | null | null |
No additional info
|
Cloud api_abuse in GCP by ericroberts No additional info
|
api_abuse
| null | null |
ericroberts
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-105107cd
|
e5735ea1-8f95-439e-97c7-e05338e5f30f
| 2025-07-10T17:36:24
|
cloud
|
Wazuh v4.5.0
|
low
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|low| desc=Cloud permission_escalation in OCI by benderpatrick No additional info
|
{
"geo_location": "Denmark",
"device_hash": "7e45d46ea3f5a95ca956d8c1e59cbbbf73f94d7ae607dbafad90aae1d8fe744b",
"user_agent": "Mozilla/5.0 (Linux; Android 2.3.5) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/53.0.895.0 Safari/532.0",
"session_id": "33f5dbac-fb00-4ee9-89bd-f97c1c5ee378",
"risk_score": 18.63,
"confidence": 0.18
}
| null | null | null | null | null |
No additional info
|
Cloud permission_escalation in OCI by benderpatrick No additional info
|
permission_escalation
| null | null |
benderpatrick
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-128b2b47
|
e4828606-9c9e-4be4-922d-98f64497213f
| 2025-04-14T19:38:48
|
ai
|
Microsoft Sentinel v1.0.0
|
low
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|low| desc=AI system membership_inference by jodi00 No additional info
|
{
"geo_location": "Estonia",
"device_hash": "12a0152117868b28ca954ec8dc0eeda1347a1ea4",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; hi-IN; rv:1.9.0.20) Gecko/3347-12-15 10:58:16 Firefox/6.0",
"session_id": "a3f8071e-cfff-436d-9d4e-ffc7582b9d92",
"risk_score": 63.93,
"confidence": 0.15
}
| null | null | null | null | null |
No additional info
|
AI system membership_inference by jodi00 No additional info
|
membership_inference
| null | null |
jodi00
| null | null | null | null | null | null | null | null | null | null | null | null |
model-51d229c2
|
749ea5a09ab35b52e25853e2f61e638b
|
96b8d7d7732b68d4f6f7a15802276373d802092f
| null | null |
22528f5f-14e8-42e3-b31c-84064ac7c9bd
| 2025-05-09T22:40:49
|
iot
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|low| desc=IoT device Medical physical_tamper No additional info noise=tags
|
{
"geo_location": "Montserrat",
"device_hash": "6294af0ca523c3afe5f7158b998a9a1a12d249c3",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_8_7; rv:1.9.5.20) Gecko/7151-01-23 18:17:08 Firefox/3.6.1",
"session_id": "666f5ae8-c5f1-4158-9770-925416906725",
"risk_score": 69.32,
"confidence": 0.68
}
| 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-1775784e
|
4.7
| null | null | null | null | null | null | null | null | null | null |
10c6a4ba-abc4-452e-a4b8-1fcd38667e2d
| 2025-04-08T02:34:50
|
ai
|
OSSEC v3.7.0
|
info
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|info| desc=AI system model_inversion by williamsuarez MITRE Technique: T1134.001 noise=U3RhdGVtZW50Lg==
|
{
"geo_location": "Tonga",
"device_hash": "0edfde361db343fdd931bf0f029c17be",
"user_agent": "Opera/8.53.(X11; Linux i686; bem-ZM) Presto/2.9.169 Version/10.00",
"session_id": "4dd51e24-c2bd-4729-92bf-93654e6d8cde",
"risk_score": 28.83,
"confidence": 0.42
}
| null | null | null | null | null |
MITRE Technique: T1134.001
|
AI system model_inversion by williamsuarez MITRE Technique: T1134.001
|
model_inversion
| null | null |
williamsuarez
| null | null | null | null | null | null | null | null | null | null | null | null |
model-9ac3d18a
|
55dae90da002b616d5b730b0353dcece
|
c8e5b3fe8b09773f83563724d97fa9ac01525320725c0ab3750d17c785847a8e
| null | null |
a2175ea5-99da-4040-9725-afd3ac69835b
| 2025-05-24T12:34:51
|
auth
|
Vectra AI v5.0.0
|
medium
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for xfarmer via biometric from 98.43.236.163 No additional info
|
{
"geo_location": "Netherlands Antilles",
"device_hash": "f4b0d84b03138ec2341786e84b0e4e30",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Trident/5.0)",
"session_id": "5b8a20d8-beb0-49e7-9aba-3cb1c68ee3ae",
"risk_score": 50.37,
"confidence": 0.41
}
|
98.43.236.163
| null | null | null | null |
No additional info
|
Auth bypass for xfarmer via biometric from 98.43.236.163 No additional info
|
bypass
| null | null |
xfarmer
| null | null | null | null | null | null | null | null | null | null |
biometric
|
fa:7c:4a:bd:7b:60
| null | null | null | null | null |
6626def8-5e75-47b7-a9f9-d7367f6a21df
| 2025-04-11T08:48:48
|
auth
|
Tanium v7.4.0
|
medium
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|auth|medium| desc=Auth failed for ramosnicole via password from 122.227.208.170 No additional info noise=wear|case|whatever
|
{
"geo_location": "French Polynesia",
"device_hash": "6b670786f6f86aec31fca4cb8bcfffa4c8fc98ff",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_4) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/61.0.880.0 Safari/532.2",
"session_id": "5f33872f-f1be-47b6-bb62-fb3b46b1748a",
"risk_score": 22.91,
"confidence": 0.58
}
|
122.227.208.170
| null | null | null | null |
No additional info
|
Auth failed for ramosnicole via password from 122.227.208.170 No additional info
|
failed
| null | null |
ramosnicole
| null | null | null | null | null | null | null | null | null | null |
password
|
83:77:1f:29:84:ca
| null | null | null | null | null |
e10b65e9-5f08-456b-b3e7-59b72b71a02e
| 2025-06-29T19:51:28
|
network
|
CrowdStrike v6.45.0
|
high
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|high| desc=Network bandwidth_usage from 142.102.163.34 to 136.184.196.5 No additional info
|
{
"geo_location": "Bangladesh",
"device_hash": "d689470596a57462ae4d40280242a68d79c01336",
"user_agent": "Opera/9.67.(X11; Linux i686; ast-ES) Presto/2.9.162 Version/12.00",
"session_id": "c1537652-d1c0-4750-888e-937b3da19506",
"risk_score": 76.28,
"confidence": 0.31
}
|
142.102.163.34
|
136.184.196.5
| null | null | null |
No additional info
|
Network bandwidth_usage from 142.102.163.34 to 136.184.196.5 No additional info
|
bandwidth_usage
| 42,570
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b4c0e1f2-a118-41c2-a6df-473ba18f4cb3
| 2025-05-18T06:59:58
|
ai
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|medium| desc=AI system adversarial_input by melaniemiller MITRE Technique: T1134.001
|
{
"geo_location": "Azerbaijan",
"device_hash": "c30a629fd00b000bcc3f3ddcc47f292544e8f414",
"user_agent": "Opera/8.45.(Windows 95; bhb-IN) Presto/2.9.178 Version/11.00",
"session_id": "9dcdf200-5162-4e4c-bf4c-b16aa10c6fe5",
"risk_score": 34.43,
"confidence": 0.91
}
| null | null | null | null | null |
MITRE Technique: T1134.001
|
AI system adversarial_input by melaniemiller MITRE Technique: T1134.001
|
adversarial_input
| null | null |
melaniemiller
| null | null | null | null | null | null | null | null | null | null | null | null |
model-670f7984
|
8566f25c1a6680e4d2abe4eb9adef94c70704d66
|
26f9f50616fc14b9bc73a2028e0dad46
| null | null |
4e185632-ee4c-459d-9fa7-5a30e8ed0a8e
| 2025-05-11T10:06:08
|
auth
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|medium| desc=Auth timeout for sandyhutchinson via MFA from 10.65.114.217 No additional info
|
{
"geo_location": "Greenland",
"device_hash": "aeb12d2c39646b2c0501ecb1e17803d2de4ab7955aed4e9353bcedf7d99eea79",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/5.1)",
"session_id": "18d47295-1bcf-442e-8bb9-ea44aaeb5a55",
"risk_score": 20.6,
"confidence": 0.68
}
|
10.65.114.217
| null | null | null | null |
No additional info
|
Auth timeout for sandyhutchinson via MFA from 10.65.114.217 No additional info
|
timeout
| null | null |
sandyhutchinson
| null | null | null | null | null | null | null | null | null | null |
MFA
|
cd:47:5f:69:e4:4f
| null | null | null | null | null |
11b6edf9-6642-426d-a97c-25351ac7f4db
| 2025-05-10T15:34:36
|
ids_alert
|
Trellix v10.7.0
|
high
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|high| desc=Trellix Alert: Supply Chain Compromise detected from 42.52.80.222 targeting N/A Unconventional IOC: Quantum random number deviations
|
{
"geo_location": "Senegal",
"device_hash": "f474ebf3f77a035cc9abaf77819bbe1cf80e0a556a8cf7f0aaa280deceb42f88",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 13_5_1 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) CriOS/14.0.836.0 Mobile/46G150 Safari/535.0",
"session_id": "06f8623d-0c23-4ba2-b92e-8654eb3012e0",
"risk_score": 62.24,
"confidence": 0.44
}
|
42.52.80.222
|
N/A
|
Supply Chain Compromise
|
SIG-6175
|
Recon
|
Unconventional IOC: Quantum random number deviations
|
Trellix Alert: Supply Chain Compromise detected from 42.52.80.222 targeting N/A Unconventional IOC: Quantum random number deviations
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
419548a8-1d57-4adb-9c65-f9296b6fca91
| 2025-06-22T19:44:09
|
network
|
OSSEC v3.7.0
|
info
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|info| desc=Network latency_spike from 136.49.20.105 to 10.142.15.42 No additional info
|
{
"geo_location": "Guinea-Bissau",
"device_hash": "e373e0704ed234db9ac1bf2d8e394310aa7c6d3c",
"user_agent": "Opera/9.73.(Windows CE; hi-IN) Presto/2.9.172 Version/12.00",
"session_id": "ad23a063-d24c-4704-959e-2ec0917ac119",
"risk_score": 63.12,
"confidence": 0.13
}
|
136.49.20.105
|
10.142.15.42
| null | null | null |
No additional info
|
Network latency_spike from 136.49.20.105 to 10.142.15.42 No additional info
|
latency_spike
| 740,972
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3939755f-165d-4726-ae6e-e1612f2d2e38
| 2025-07-07T16:13:00
|
endpoint
|
AlienVault v5.7.0
|
info
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|endpoint|info| desc=Endpoint registry_change while by john50 Fileless execution detected
|
{
"geo_location": "Macao",
"device_hash": "a9f3bd55da71cc51d39261596dc4420d7251dffbe3e3abeaacf27328bf2b50a5",
"user_agent": "Opera/9.96.(X11; Linux x86_64; eu-ES) Presto/2.9.181 Version/11.00",
"session_id": "a0450a5e-de19-449b-84c8-9d733798310f",
"risk_score": 55.67,
"confidence": 0.64
}
| null | null | null | null | null |
Fileless execution detected
|
Endpoint registry_change while by john50 Fileless execution detected
|
registry_change
| null | null |
john50
|
while
| 840
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c63e8a37-3552-44e7-8085-b36cc749ff72
| 2025-01-31T16:10:18
|
ai
|
Microsoft Sentinel v1.0.0
|
low
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ai|low| desc=AI system api_abuse by amyhall No additional info noise=V2FpdCBsaXN0Lg==
|
{
"geo_location": "Montserrat",
"device_hash": "8458a5d5ec7e67fa856ed2d30cf81ad3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/3.1)",
"session_id": "6dd1a54d-a1f7-48e9-9b09-6c9bc40c9805",
"risk_score": 63.37,
"confidence": 0.46
}
| null | null | null | null | null |
No additional info
|
AI system api_abuse by amyhall No additional info
|
api_abuse
| null | null |
amyhall
| null | null | null | null | null | null | null | null | null | null | null | null |
model-02e77c3e
|
93625f5fd59f5e85c657ad03fb06072f45af2ea8
|
74859f851e6a4f3649a4d33a6406ef31
| null | null |
3146fa90-fdef-4627-96a6-17185368b9fe
| 2025-06-28T09:28:24
|
ids_alert
|
Tanium v7.4.0
|
low
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|low| desc=Tanium Alert: MFA Bypass detected from 173.210.244.133 targeting N/A No additional info noise=UmVsaWdpb3VzLg==
|
{
"geo_location": "Palau",
"device_hash": "d0935bc3ab9f227d0574173818849ca3",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_7; rv:1.9.4.20) Gecko/8446-12-19 17:17:19 Firefox/3.8",
"session_id": "f53bf569-c942-4267-a068-2cf958f6726b",
"risk_score": 45.12,
"confidence": 0.79
}
|
173.210.244.133
|
N/A
|
MFA Bypass
|
SIG-6237
|
Evasion
|
No additional info
|
Tanium Alert: MFA Bypass detected from 173.210.244.133 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 |
022e9f45-48f3-401e-a7e9-974e191925d4
| 2025-01-15T09:23:32
|
auth
|
QRadar v7.5.0
|
high
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|high| desc=Auth failed for xjohnson via passwordless from 10.93.116.68 No additional info
|
{
"geo_location": "Luxembourg",
"device_hash": "959b6571728cd3116aa19350a68added3c748335b39ef63bc7d32e0e87c86a41",
"user_agent": "Opera/9.23.(X11; Linux i686; an-ES) Presto/2.9.170 Version/11.00",
"session_id": "01d3ff2f-1f33-4ed3-9f29-af8bed85d633",
"risk_score": 65.31,
"confidence": 1
}
|
10.93.116.68
| null | null | null | null |
No additional info
|
Auth failed for xjohnson via passwordless from 10.93.116.68 No additional info
|
failed
| null | null |
xjohnson
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
1b:b2:28:3e:df:9f
| null | null | null | null | null |
dfcadbd5-99b5-483d-a236-ee32a64917b9
| 2025-05-02T09:56:11
|
ids_alert
|
Trellix v10.7.0
|
low
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|low| desc=Trellix Alert: Cloud API Abuse detected from 222.193.224.229 targeting 180.13.31.55 No additional info
|
{
"geo_location": "Lebanon",
"device_hash": "f70fda9e1be123992d2d47820e699a5edebf015f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.0; Trident/5.0)",
"session_id": "90a8ab33-29aa-4a04-ba9d-a058762abe76",
"risk_score": 36.46,
"confidence": 0.17
}
|
222.193.224.229
|
180.13.31.55
|
Cloud API Abuse
|
SIG-3871
|
Recon
|
No additional info
|
Trellix Alert: Cloud API Abuse detected from 222.193.224.229 targeting 180.13.31.55 No additional info
| null | null | null | null | null | null | null |
{
"baseline_deviation": 1.29,
"entropy": 3.28,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
2746af38-2a91-4b4a-9861-a2556ff2b9d0
| 2025-06-01T21:30:38
|
ids_alert
|
OSSEC v3.7.0
|
emergency
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|emergency| desc=OSSEC Alert: Cloud API Abuse detected from 191.81.217.34 targeting 169.133.178.209 No additional info
|
{
"geo_location": "Jordan",
"device_hash": "cf2bff12a431547e3f304c9d13fe5a3e",
"user_agent": "Opera/8.96.(Windows NT 6.0; sv-FI) Presto/2.9.175 Version/12.00",
"session_id": "f6f961e1-63d8-4d92-88e2-bf0742783a17",
"risk_score": 71.41,
"confidence": 0.89
}
|
191.81.217.34
|
169.133.178.209
|
Cloud API Abuse
|
SIG-9457
|
Malware
|
No additional info
|
OSSEC Alert: Cloud API Abuse detected from 191.81.217.34 targeting 169.133.178.209 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c216f637-3df4-45fa-94a4-23c60030e61e
| 2025-05-08T20:03:37
|
network
|
OSSEC v3.7.0
|
medium
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|medium| desc=Network data_exfiltration from 52.96.90.147 to 78.179.75.209 No additional info
|
{
"geo_location": "Zambia",
"device_hash": "3eb4fb96c092a8f4ae1d4251eccf4aa2",
"user_agent": "Opera/9.66.(X11; Linux i686; is-IS) Presto/2.9.173 Version/11.00",
"session_id": "20e7f40f-f277-44ac-9752-d24b06bac79b",
"risk_score": 48.34,
"confidence": 0.65
}
|
52.96.90.147
|
78.179.75.209
| null | null | null |
No additional info
|
Network data_exfiltration from 52.96.90.147 to 78.179.75.209 No additional info
|
data_exfiltration
| 35,925
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8637f8c1-fa2a-45b0-b0b6-980bd3441e02
| 2025-05-21T18:19:22
|
firewall
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall drop SMB traffic from 117.124.136.224:818 to 205.97.30.188:822 MITRE Technique: T1218.011
|
{
"geo_location": "Georgia",
"device_hash": "8b70440809d4cb2f45b03b72d66cb76aed6d67f6c89a9dee3a709f760e27412b",
"user_agent": "Opera/9.40.(Windows NT 5.0; fa-IR) Presto/2.9.186 Version/12.00",
"session_id": "2d7fbb9a-9152-4c8b-b9c0-c11ed6478d93",
"risk_score": 54.25,
"confidence": 0.2
}
|
117.124.136.224
|
205.97.30.188
| null | null | null |
MITRE Technique: T1218.011
|
Firewall drop SMB traffic from 117.124.136.224:818 to 205.97.30.188:822 MITRE Technique: T1218.011
|
drop
| 350,693
|
SMB
| null | null | null | null | null | null | null | null | 818
| 822
| 2,645
| null | null | null | null | null | null | null |
24c0f031-532f-447f-bb0f-5389fde7c27b
| 2025-02-13T10:23:36
|
iot
|
Tanium v7.4.0
|
critical
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|critical| desc=IoT device Medical side_channel MITRE Technique: T1071.001
|
{
"geo_location": "Faroe Islands",
"device_hash": "7008e2acaa24ec3c5e88a818d3acfac2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 10.0; Trident/3.1)",
"session_id": "58ef1dae-406d-4dcb-84aa-fb1022a81b42",
"risk_score": 78.51,
"confidence": 0.05
}
| null | null | null | null | null |
MITRE Technique: T1071.001
|
IoT device Medical side_channel MITRE Technique: T1071.001
|
side_channel
| null | null | null | null | null | null | null |
Medical
|
iot-7f6eb7b3
|
1.6
| null | null | null | null | null | null | null | null | null | null |
0eed4ec1-bcbf-414c-9953-b0e2c6b90895
| 2025-03-16T19:19:32
|
iot
|
Microsoft Sentinel v1.0.0
|
medium
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor sensor_spoofing Unconventional IOC: ACPI table modifications
|
{
"geo_location": "Burkina Faso",
"device_hash": "a6d94537b001d6c3dba83df5f16f7f4bb700da9439f6867b9f23d3315c5c9d2a",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_0 rv:2.0; eo-US) AppleWebKit/535.10.3 (KHTML, like Gecko) Version/4.0 Safari/535.10.3",
"session_id": "5c7f335f-3d7e-49cc-adeb-098d30889864",
"risk_score": 31.79,
"confidence": 0.78
}
| null | null | null | null | null |
Unconventional IOC: ACPI table modifications
|
IoT device Sensor sensor_spoofing Unconventional IOC: ACPI table modifications
|
sensor_spoofing
| null | null | null | null | null | null | null |
Sensor
|
iot-d0805ec2
|
9.4
| null | null | null | null | null | null | null | null | null | null |
7992b9c4-9838-4967-8a3e-514e49bba86f
| 2025-05-05T19:11:48
|
ai
|
ArcSight v7.4.0
|
critical
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ai|critical| desc=AI system model_access by danielvaldez No additional info
|
{
"geo_location": "Kenya",
"device_hash": "c3462826e35e422c94b16716ba4ff72c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows CE; Trident/3.1)",
"session_id": "bf9266ae-05cc-4cec-8d86-b89f622f4788",
"risk_score": 24.59,
"confidence": 0.44
}
| null | null | null | null | null |
No additional info
|
AI system model_access by danielvaldez No additional info
|
model_access
| null | null |
danielvaldez
| null | null | null | null | null | null | null | null | null | null | null | null |
model-496dfc5e
|
ceeda0588e3dfe08dcf13a85f330d4680e5d8bf7
|
8506e385c18e9590d63de73b4e626ea62ef66290
| null | null |
320bc1c1-0ec1-477a-a24f-69551951a816
| 2025-04-14T23:35:58
|
iot
|
Tanium v7.4.0
|
high
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device Camera protocol_violation MITRE Technique: T1574.002 | Associated Threat Actor: Mustang Panda
|
{
"geo_location": "Guinea-Bissau",
"device_hash": "82fb3149d291a1235630cae35b573635073e65c58a3a05b699b56b1851a1d3f1",
"user_agent": "Mozilla/5.0 (Android 2.3.1; Mobile; rv:8.0) Gecko/8.0 Firefox/8.0",
"session_id": "f24347d3-c699-4537-82fc-f751f64eef51",
"risk_score": 51.67,
"confidence": 0.4
}
| null | null | null | null | null |
MITRE Technique: T1574.002 | Associated Threat Actor: Mustang Panda
|
IoT device Camera protocol_violation MITRE Technique: T1574.002 | Associated Threat Actor: Mustang Panda
|
protocol_violation
| null | null | null | null | null | null | null |
Camera
|
iot-8de461c7
|
6.9
| null | null | null | null | null | null | null | null | null | null |
1a880170-70b1-483f-ac5b-da40d5a6435a
| 2025-04-27T07:00:38
|
network
|
CrowdStrike v6.45.0
|
info
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|info| desc=Network disconnection from 180.229.175.167 to 80.44.87.128 MITRE Technique: T1110.003
|
{
"geo_location": "Russian Federation",
"device_hash": "a805323aa87c08b64a6e7f4d0727ee58d0decdf9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows 95; Trident/4.1)",
"session_id": "9480295c-6f0d-4227-8979-f2584aa69d8c",
"risk_score": 29.45,
"confidence": 0.39
}
|
180.229.175.167
|
80.44.87.128
| null | null | null |
MITRE Technique: T1110.003
|
Network disconnection from 180.229.175.167 to 80.44.87.128 MITRE Technique: T1110.003
|
disconnection
| 218,287
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7d109560-1ea0-4150-82dc-b572d4d4718d
| 2025-03-22T03:46:04
|
ids_alert
|
Splunk v9.0.2
|
critical
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|critical| desc=Splunk Alert: Brute Force detected from 28.252.60.252 targeting 12.241.253.203 No additional info
|
{
"geo_location": "Tuvalu",
"device_hash": "0fdf4f6a37b7956e953807d36438d1dd",
"user_agent": "Opera/8.89.(Windows NT 10.0; wo-SN) Presto/2.9.182 Version/11.00",
"session_id": "5f37a5f5-3719-45f1-961d-7be15205fc02",
"risk_score": 72.26,
"confidence": 0.6
}
|
28.252.60.252
|
12.241.253.203
|
Brute Force
|
SIG-9966
|
Policy
|
No additional info
|
Splunk Alert: Brute Force detected from 28.252.60.252 targeting 12.241.253.203 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f95fdda0-35ef-48f7-826e-bf56237f920a
| 2025-06-18T22:36:37
|
cloud
|
QRadar v7.5.0
|
info
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|info| desc=Cloud permission_escalation in OCI by osbornekatie No additional info noise=R3Jvd3RoLg==
|
{
"geo_location": "Ireland",
"device_hash": "def149cc824634fc506cd1ac88d0fdaf",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 3_1_3 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/13.3f6731.0 Mobile/35F273 Safari/535.0",
"session_id": "7ab04c25-a92b-4cf3-b96d-98e44484045f",
"risk_score": 42.62,
"confidence": 0.1
}
| null | null | null | null | null |
No additional info
|
Cloud permission_escalation in OCI by osbornekatie No additional info
|
permission_escalation
| null | null |
osbornekatie
| null | null | null |
{
"baseline_deviation": 2.37,
"entropy": 3.48,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-d128c731
|
05d07d40-b6da-4940-872e-ebfff0e80b75
| 2022-03-27T19:40:18
|
cloud
|
Suricata v6.0.10
|
medium
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|medium| desc=Cloud container_escape in OCI by suzanne39 Unconventional IOC: GPU memory artifacts
|
{
"geo_location": "China",
"device_hash": "39ecddf6a9feef04468bae991a256dfa4be8bdb2ea0c0e36e74ef82624f556ba",
"user_agent": "Opera/8.57.(Windows 95; ve-ZA) Presto/2.9.161 Version/12.00",
"session_id": "78e70d22-7d59-4f5f-83e1-df931adc432e",
"risk_score": 35.14,
"confidence": 0.9
}
| null | null | null | null | null |
Unconventional IOC: GPU memory artifacts
|
Cloud container_escape in OCI by suzanne39 Unconventional IOC: GPU memory artifacts
|
container_escape
| null | null |
suzanne39
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-937acc27
|
0888ff69-e655-4ce3-a75f-0ebed496699b
| 2025-05-24T06:57:03
|
iot
|
Suricata v6.0.10
|
info
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|info| desc=IoT device HVAC unusual_activity No additional info
|
{
"geo_location": "Honduras",
"device_hash": "6ed02abbd7c2060196f3bc1df51ce0578417c1417673400080802ae8b4a594e8",
"user_agent": "Mozilla/5.0 (Android 4.4; Mobile; rv:5.0) Gecko/5.0 Firefox/5.0",
"session_id": "01441180-7697-43e4-bb48-e9ea54c77a14",
"risk_score": 54.96,
"confidence": 0.64
}
| 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-e5facd4e
|
7.0
| null | null | null | null | null | null | null | null | null | null |
f1e422bd-abd6-44db-843e-3d2469bb70b2
| 2025-05-02T13:26:19
|
firewall
|
LogRhythm v7.5.0
|
low
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine SSH traffic from 110.154.227.65:462 to 16.144.63.196:164 No additional info
|
{
"geo_location": "Maldives",
"device_hash": "afaf665e79b75197920ddebd801ae05d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.01; Trident/5.1)",
"session_id": "0e24cac3-ca06-4457-9019-294075e4ab98",
"risk_score": 70.22,
"confidence": 0.22
}
|
110.154.227.65
|
16.144.63.196
| null | null | null |
No additional info
|
Firewall quarantine SSH traffic from 110.154.227.65:462 to 16.144.63.196:164 No additional info
|
quarantine
| 79,314
|
SSH
| null | null | null | null | null | null | null | null | 462
| 164
| 2,181
| null | null | null | null | null | null | null |
fcce6d66-4747-4b8c-befc-ed32da5ed74c
| 2025-07-09T00:19:24
|
auth
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|high| desc=Auth challenge for crawfordjeffrey via password from 123.102.229.224 No additional info
|
{
"geo_location": "Turkmenistan",
"device_hash": "23adcf027463c1a3cd6ff41576fb6810",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_9 rv:3.0; cmn-TW) AppleWebKit/532.18.3 (KHTML, like Gecko) Version/5.0.2 Safari/532.18.3",
"session_id": "3db9fdcf-cdd5-440c-bbe4-3d884412a166",
"risk_score": 61.81,
"confidence": 0.11
}
|
123.102.229.224
| null | null | null | null |
No additional info
|
Auth challenge for crawfordjeffrey via password from 123.102.229.224 No additional info
|
challenge
| null | null |
crawfordjeffrey
| null | null | null | null | null | null | null | null | null | null |
password
|
07:72:d1:f2:dc:e5
| null | null | null | null | null |
12b21a19-438d-47c5-85d5-d86910930592
| 2025-03-07T18:07:20
|
ai
|
Vectra AI v5.0.0
|
low
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|low| desc=AI system api_abuse by rhonda43 MITRE Technique: T1574.002 | Associated Threat Actor: APT38
|
{
"geo_location": "Turks and Caicos Islands",
"device_hash": "84fb0a96023d7446afe8b9b944b9155d0736bb72",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_1 like Mac OS X) AppleWebKit/536.0 (KHTML, like Gecko) FxiOS/13.4d8694.0 Mobile/91J571 Safari/536.0",
"session_id": "6186fc9c-ff5e-4376-bda2-1b249ecaa820",
"risk_score": 52.43,
"confidence": 0.38
}
| null | null | null | null | null |
MITRE Technique: T1574.002 | Associated Threat Actor: APT38
|
AI system api_abuse by rhonda43 MITRE Technique: T1574.002 | Associated Threat Actor: APT38
|
api_abuse
| null | null |
rhonda43
| null | null | null | null | null | null | null | null | null | null | null | null |
model-edd2e88b
|
27b6d176757b4bf93dab8d5eca1703613981911936a6b0850baca8e949d310f1
|
3d525c686d1c5ee541845b6a51e70d4d5fc45249
| null | null |
7f30e3a9-7a14-426d-8ed1-2212e8babb77
| 2025-03-20T02:04:40
|
ids_alert
|
Zeek v5.0.0
|
emergency
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Zeek Alert: MFA Bypass detected from 98.38.169.191 targeting 177.209.32.40 No additional info
|
{
"geo_location": "Burundi",
"device_hash": "7953299dd138b2cd27467cf7fd2ec10e2a1a3d3a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.2; Trident/4.1)",
"session_id": "d93ddf27-78be-4531-8933-7b9f80c370d6",
"risk_score": 38.46,
"confidence": 0.47
}
|
98.38.169.191
|
177.209.32.40
|
MFA Bypass
|
SIG-6550
|
Policy
|
No additional info
|
Zeek Alert: MFA Bypass detected from 98.38.169.191 targeting 177.209.32.40 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
25a50a8d-75ea-4cb7-ae00-33005a3c8850
| 2025-03-10T01:23:14
|
firewall
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow DNS traffic from 124.178.28.16:200 to 2.43.143.189:568 MITRE Technique: T1218.011
|
{
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "93a64e6ddea9ef2526405481fbe49051",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_12_9 rv:4.0; rw-RW) AppleWebKit/533.25.2 (KHTML, like Gecko) Version/5.1 Safari/533.25.2",
"session_id": "618cc029-49f5-4ec4-b0ae-4a4e8d979789",
"risk_score": 61.19,
"confidence": 0.75
}
|
124.178.28.16
|
2.43.143.189
| null | null | null |
MITRE Technique: T1218.011
|
Firewall allow DNS traffic from 124.178.28.16:200 to 2.43.143.189:568 MITRE Technique: T1218.011
|
allow
| 39,625
|
DNS
| null | null | null | null |
{
"baseline_deviation": 1.27,
"entropy": 2.86,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | 200
| 568
| 3,596
| null | null | null | null | null | null | null |
23d0cd87-e7e7-4ae9-90f3-e5c737fd4a24
| 2025-04-04T20:56:13
|
iot
|
Vectra AI v5.0.0
|
low
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|low| desc=IoT device Thermostat battery_drain Sensor spoofing detected
|
{
"geo_location": "Norfolk Island",
"device_hash": "3cf19adb1f157b271f5e0b6f667c854e",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_1; rv:1.9.4.20) Gecko/5864-03-07 01:55:31 Firefox/3.6.15",
"session_id": "25665f67-56db-4cf5-a27c-99a5600a389d",
"risk_score": 52.14,
"confidence": 0.12
}
| null | null | null | null | null |
Sensor spoofing detected
|
IoT device Thermostat battery_drain Sensor spoofing detected
|
battery_drain
| null | null | null | null | null | null | null |
Thermostat
|
iot-9d14eb58
|
3.8
| null | null | null | null | null | null | null | null | null | null |
f8ea00fb-9b1b-455d-97da-ed62848ff374
| 2025-05-22T12:03:27
|
ids_alert
|
Darktrace v6.0.0
|
emergency
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ids_alert|emergency| desc=Darktrace Alert: Living-off-the-Land detected from 184.3.75.171 targeting 10.75.192.105 MITRE Technique: T1053.005 noise=some|usually|south
|
{
"geo_location": "Martinique",
"device_hash": "e7c45af445d5c024ba57792762b1797d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/531.31.6 (KHTML, like Gecko) Version/5.0 Safari/531.31.6",
"session_id": "1621a58a-ed5d-4b6a-95e9-d1909915ca62",
"risk_score": 52.83,
"confidence": 0.53
}
|
184.3.75.171
|
10.75.192.105
|
Living-off-the-Land
|
SIG-5554
|
Evasion
|
MITRE Technique: T1053.005
|
Darktrace Alert: Living-off-the-Land detected from 184.3.75.171 targeting 10.75.192.105 MITRE Technique: T1053.005
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d9a68947-8032-4e10-be13-f87c0785a768
| 2025-06-30T01:59:05
|
iot
|
AlienVault v5.7.0
|
critical
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC side_channel No additional info
|
{
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "8ecbc8b04b8622f137528c8c7a7695369397521dc97595155fc8ba2722b7dec1",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_2 rv:4.0; eo-US) AppleWebKit/534.20.1 (KHTML, like Gecko) Version/5.0.3 Safari/534.20.1",
"session_id": "29d04f1f-2c3f-4ef1-aba6-8de1d6c132bf",
"risk_score": 42.08,
"confidence": 0.55
}
| null | null | null | null | null |
No additional info
|
IoT device HVAC side_channel No additional info
|
side_channel
| null | null | null | null | null | null | null |
HVAC
|
iot-6db1223e
|
2.4
| null | null | null | null | null | null | null | null | null | null |
28325f67-73ef-4f80-9d37-3769ed57af5c
| 2025-03-18T22:05:52
|
network
|
OSSEC v3.7.0
|
medium
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|medium| desc=Network latency_spike from 137.40.220.139 to 86.163.156.154 No additional info
|
{
"geo_location": "Kuwait",
"device_hash": "be3746afb2a5be67b13ca13b121250030329ca91",
"user_agent": "Opera/9.48.(Windows NT 5.1; ar-AE) Presto/2.9.180 Version/11.00",
"session_id": "acb4775b-2212-488a-8a09-13d8f5fb1414",
"risk_score": 88.42,
"confidence": 0.61
}
|
137.40.220.139
|
86.163.156.154
| null | null | null |
No additional info
|
Network latency_spike from 137.40.220.139 to 86.163.156.154 No additional info
|
latency_spike
| 700,673
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
65f7da17-0c96-4927-b5e9-f0e90674824c
| 2025-05-16T11:16:40
|
auth
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|medium| desc=Auth failed for allen33 via password from 187.155.252.80 No additional info
|
{
"geo_location": "Turkey",
"device_hash": "4271627c3940f5c98de5d5ec08f2337c9973c83b850ca7ca26d0592ec1bdf54c",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_6 rv:5.0; hy-AM) AppleWebKit/531.15.6 (KHTML, like Gecko) Version/5.0.4 Safari/531.15.6",
"session_id": "a59bd395-8da6-42c5-bf9e-0a0642d2f5e5",
"risk_score": 55.94,
"confidence": 0.14
}
|
187.155.252.80
| null | null | null | null |
No additional info
|
Auth failed for allen33 via password from 187.155.252.80 No additional info
|
failed
| null | null |
allen33
| null | null | null | null | null | null | null | null | null | null |
password
|
bf:cd:47:8e:95:3b
| null | null | null | null | null |
26a1adc4-d876-4b26-8da2-49f81e2e9518
| 2025-03-19T05:19:53
|
cloud
|
Splunk v9.0.2
|
critical
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|critical| desc=Cloud instance_creation in GCP by ymontes No additional info
|
{
"geo_location": "Chile",
"device_hash": "e4c99ca35c84822cd629732dc334cd3cc7d7ee91",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_2_1 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) CriOS/50.0.838.0 Mobile/92O633 Safari/535.1",
"session_id": "50861604-903e-48f7-8ff8-800bfcb02a8b",
"risk_score": 39.53,
"confidence": 0.48
}
| null | null | null | null | null |
No additional info
|
Cloud instance_creation in GCP by ymontes No additional info
|
instance_creation
| null | null |
ymontes
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-ff8a8637
|
62a20155-79b4-474d-9591-2e4468ada252
| 2025-06-14T07:08:00
|
endpoint
|
OSSEC v3.7.0
|
medium
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint file_access young by wilsonsusan Associated Threat Actor: APT35
|
{
"geo_location": "United Arab Emirates",
"device_hash": "a2c855ffdcc93d61da3e6894e806742e650439fe",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/6845-09-25 06:57:25 Firefox/3.6.6",
"session_id": "be1cb210-7970-43b2-84c4-a0b1e75c4b87",
"risk_score": 80.86,
"confidence": 0.94
}
| null | null | null | null | null |
Associated Threat Actor: APT35
|
Endpoint file_access young by wilsonsusan Associated Threat Actor: APT35
|
file_access
| null | null |
wilsonsusan
|
young
| 5,301
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
435c9450-6358-4e2f-94c1-e53bfdc26164
| 2025-01-30T12:59:57
|
ai
|
OSSEC v3.7.0
|
low
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|low| desc=AI system adversarial_input by kmartin Unconventional IOC: ACPI table modifications
|
{
"geo_location": "Latvia",
"device_hash": "160d7059e8e0923ab974232042a5b6ad",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/532.24.5 (KHTML, like Gecko) Version/5.1 Safari/532.24.5",
"session_id": "c29a5d0d-8a47-47f4-a17a-043f8767df26",
"risk_score": 28.47,
"confidence": 0.93
}
| null | null | null | null | null |
Unconventional IOC: ACPI table modifications
|
AI system adversarial_input by kmartin Unconventional IOC: ACPI table modifications
|
adversarial_input
| null | null |
kmartin
| null | null | null |
{
"baseline_deviation": 0.9,
"entropy": 3.56,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null |
model-5610bf9b
|
82961e552f61d1ee92b4e27e0a15721d841432e18f066603a582254cf7985940
|
023c37d57262028b2d851e71587ee96dd918e5177a599604b9bcb4bc482d7372
| null | null |
15cde97c-f178-4c84-8dc8-e00d64b4903f
| 2025-01-23T07:17:46
|
ids_alert
|
Suricata v6.0.10
|
emergency
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|ids_alert|emergency| desc=Suricata Alert: Brute Force detected from 31.189.145.73 targeting N/A MITRE Technique: T1543.003
|
{
"geo_location": "Georgia",
"device_hash": "82b3d847cd997951486f314fe681a84e16eaa2f0",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows CE; Trident/4.1)",
"session_id": "e2342e05-6eda-47b2-866f-6a63acc610e6",
"risk_score": 34.83,
"confidence": 0.47
}
|
31.189.145.73
|
N/A
|
Brute Force
|
SIG-6669
|
Recon
|
MITRE Technique: T1543.003
|
Suricata Alert: Brute Force detected from 31.189.145.73 targeting N/A 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 |
b43fdb9a-c3f1-4ce8-a34e-ab5f9b804f22
| 2025-06-27T08:24:09
|
firewall
|
Snort v2.9.20
|
critical
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|critical| desc=Firewall log-only HTTP traffic from 94.126.245.166:811 to 10.249.77.251:551 MITRE Technique: T1078.004 | Associated Threat Actor: APT29
|
{
"geo_location": "United Arab Emirates",
"device_hash": "1c4aeac23b34cae2278cbfffd24f8654703121f02254985f5e16362cad8ca803",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; bs-BA) AppleWebKit/533.1.7 (KHTML, like Gecko) Version/3.0.5 Mobile/8B117 Safari/6533.1.7",
"session_id": "1093ab2c-13c7-42e2-81de-de05fccc9099",
"risk_score": 49.74,
"confidence": 0.69
}
|
94.126.245.166
|
10.249.77.251
| null | null | null |
MITRE Technique: T1078.004 | Associated Threat Actor: APT29
|
Firewall log-only HTTP traffic from 94.126.245.166:811 to 10.249.77.251:551 MITRE Technique: T1078.004 | Associated Threat Actor: APT29
|
log-only
| 6,480
|
HTTP
| null | null | null | null |
{
"baseline_deviation": 2.66,
"entropy": 6.72,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | 811
| 551
| 15
| null | null | null | null | null | null | null |
3ef3cf2d-753c-40e0-8cc6-372ea7c8684c
| 2025-06-11T10:07:29
|
ai
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by anthonymontoya No additional info
|
{
"geo_location": "Dominican Republic",
"device_hash": "8ed6a5b5257afaedaceb9814091d0e5a",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 12_5_7 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) CriOS/44.0.864.0 Mobile/14Q243 Safari/534.2",
"session_id": "150c5104-58aa-4073-a187-eda6759ce4c3",
"risk_score": 34.75,
"confidence": 0.66
}
| null | null | null | null | null |
No additional info
|
AI system training_data_poisoning by anthonymontoya No additional info
|
training_data_poisoning
| null | null |
anthonymontoya
| null | null | null | null | null | null | null | null | null | null | null | null |
model-b7157ca2
|
d151cdd693c9c5fae1c19836fe7c20804645cfbfa9db6f5619c76da6b21751fa
|
81c42a88ff0ead2c3d175dec8655db5d782e3cdb
| null | null |
8361c335-5948-463f-bac6-f7bc434faaa9
| 2020-08-11T04:26:25
|
network
|
Elastic SIEM v8.9.0
|
info
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|network|info| desc=Network beaconing from 125.185.184.212 to 203.222.155.18 MITRE Technique: T1078.004
|
{
"geo_location": "Sweden",
"device_hash": "ceb802c9212db1061c5169af6f918c69",
"user_agent": "Opera/9.11.(Windows 98; Win 9x 4.90; br-FR) Presto/2.9.188 Version/12.00",
"session_id": "b177abc4-7387-4879-8fe2-705a05b930c7",
"risk_score": 78.55,
"confidence": 0.07
}
|
125.185.184.212
|
203.222.155.18
| null | null | null |
MITRE Technique: T1078.004
|
Network beaconing from 125.185.184.212 to 203.222.155.18 MITRE Technique: T1078.004
|
beaconing
| 948,251
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2bb01fe2-68ec-4109-ad9b-ce30d0b0635b
| 2025-03-02T23:44:36
|
network
|
ArcSight v7.4.0
|
high
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|high| desc=Network disconnection from 10.219.68.190 to 174.217.139.250 No additional info
|
{
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "d255f126795996dddd0b832d83b004b5",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/3.1)",
"session_id": "c563d5db-00bb-49f0-a7a1-2f2accee5a08",
"risk_score": 45.21,
"confidence": 0.56
}
|
10.219.68.190
|
174.217.139.250
| null | null | null |
No additional info
|
Network disconnection from 10.219.68.190 to 174.217.139.250 No additional info
|
disconnection
| 674,090
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
126285a2-77c4-4b36-80f8-21d37b2e5b0d
| 2025-01-21T00:25:34
|
endpoint
|
Splunk v9.0.2
|
critical
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|critical| desc=Endpoint driver_load run by estradachad Living-off-the-land technique detected
|
{
"geo_location": "Papua New Guinea",
"device_hash": "0ffefa7ea14d29f594b33069be6f4178fc3eb347",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_7; rv:1.9.5.20) Gecko/5684-06-20 15:23:45 Firefox/3.8",
"session_id": "702b9b9a-32cc-4fe7-8da9-14e46fda5004",
"risk_score": 48.22,
"confidence": 0.63
}
| null | null | null | null | null |
Living-off-the-land technique detected
|
Endpoint driver_load run by estradachad Living-off-the-land technique detected
|
driver_load
| null | null |
estradachad
|
run
| 4,398
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b006c36f-19ee-412a-92e3-f84c6cfc2798
| 2025-03-07T12:27:52
|
ids_alert
|
Zeek v5.0.0
|
low
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|ids_alert|low| desc=Zeek Alert: Domain Fronting detected from 63.138.58.235 targeting 216.127.117.241 No additional info noise=0F28E739
|
{
"geo_location": "Western Sahara",
"device_hash": "03fa90fa591a4c9b071ee0b12f5e0dda80f8866c",
"user_agent": "Opera/8.40.(X11; Linux x86_64; be-BY) Presto/2.9.176 Version/11.00",
"session_id": "96f6b59d-7c5c-4354-b6aa-39735d4c4ce1",
"risk_score": 69.04,
"confidence": 0.47
}
|
63.138.58.235
|
216.127.117.241
|
Domain Fronting
|
SIG-7562
|
Exploit
|
No additional info
|
Zeek Alert: Domain Fronting detected from 63.138.58.235 targeting 216.127.117.241 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0a4336f6-28af-44d2-8893-c9a6ef59954f
| 2025-04-23T19:37:45
|
ids_alert
|
LogRhythm v7.5.0
|
medium
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|medium| desc=LogRhythm Alert: Brute Force detected from 218.100.230.1 targeting 36.158.237.49 No additional info noise=6A5195F5
|
{
"geo_location": "Mexico",
"device_hash": "7c6362b02eeca1d2aa1a651bd71697040fe85533",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_9; rv:1.9.2.20) Gecko/5241-10-13 19:27:37 Firefox/3.8",
"session_id": "6c35dfa5-fe17-4688-9aad-3bc369636b9b",
"risk_score": 75.26,
"confidence": 0.03
}
|
218.100.230.1
|
36.158.237.49
|
Brute Force
|
SIG-5784
|
Recon
|
No additional info
|
LogRhythm Alert: Brute Force detected from 218.100.230.1 targeting 36.158.237.49 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
268811ea-abea-4766-9844-b0a89eaea9c3
| 2025-03-28T12:52:15
|
endpoint
|
Wazuh v4.5.0
|
critical
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint process_start /city/lot.mov by adamsrodney MITRE Technique: T1134.001
|
{
"geo_location": "Northern Mariana Islands",
"device_hash": "1f308a6dbcb852f88ec1d0ea9c3ffd90c4568fac9b8c48866b5c0fc886a4b929",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.2; Trident/3.0)",
"session_id": "fa643380-ca17-4afd-8ed5-56dca0335489",
"risk_score": 57.56,
"confidence": 0.47
}
| null | null | null | null | null |
MITRE Technique: T1134.001
|
Endpoint process_start /city/lot.mov by adamsrodney MITRE Technique: T1134.001
|
process_start
| null | null |
adamsrodney
|
/city/lot.mov
| 9,554
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
42e9992c-72c7-47c9-9330-4b13c2483077
| 2025-07-03T06:59:20
|
auth
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|high| desc=Auth timeout for samanthathompson via OAuth from 220.146.85.72 MITRE Technique: T1078.004 noise=EBDB1774
|
{
"geo_location": "Madagascar",
"device_hash": "dfc4cbaa212821536a106b73a2efcc0e3c9b83eaafb35bf07c4c371747320892",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_9_5 rv:5.0; bn-BD) AppleWebKit/533.50.1 (KHTML, like Gecko) Version/5.0.2 Safari/533.50.1",
"session_id": "b51f9d19-45d1-4dea-bf4c-ad8f2677954f",
"risk_score": 67.32,
"confidence": 0.89
}
|
220.146.85.72
| null | null | null | null |
MITRE Technique: T1078.004
|
Auth timeout for samanthathompson via OAuth from 220.146.85.72 MITRE Technique: T1078.004
|
timeout
| null | null |
samanthathompson
| null | null | null | null | null | null | null | null | null | null |
OAuth
|
6d:85:28:cd:1c:73
| null | null | null | null | null |
ef0059bc-74f0-4d6a-9358-de7772853dc1
| 2025-04-20T17:30:45
|
ids_alert
|
CrowdStrike v6.45.0
|
high
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|high| desc=CrowdStrike Alert: Port Scan detected from 177.71.168.1 targeting 146.225.182.183 No additional info noise=soldier|threat|happy
|
{
"geo_location": "Belarus",
"device_hash": "53f24fe8c3cb6638e27e1e48194e78823edaba1c",
"user_agent": "Opera/9.13.(Windows NT 10.0; fo-FO) Presto/2.9.168 Version/12.00",
"session_id": "f795a4c2-db9f-462a-8cfb-d7861e525b45",
"risk_score": 37.82,
"confidence": 0.04
}
|
177.71.168.1
|
146.225.182.183
|
Port Scan
|
SIG-3884
|
Recon
|
No additional info
|
CrowdStrike Alert: Port Scan detected from 177.71.168.1 targeting 146.225.182.183 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2250dd81-87f7-447f-8cf7-eef86b0a2c11
| 2025-05-25T22:36:47
|
auth
|
Carbon Black v7.8.0
|
high
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|high| desc=Auth bypass for jpark via MFA from 69.185.66.193 Associated Threat Actor: Inception Framework
|
{
"geo_location": "Colombia",
"device_hash": "c6806c5c4d3f0d5f4022a717635fd0d5aeaac26ba30bd2ff797ce14938c5a05f",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/2498-10-23 17:56:38 Firefox/3.8",
"session_id": "49829710-e5c5-4ce4-aaf8-cf048e1613d7",
"risk_score": 65,
"confidence": 0.92
}
|
69.185.66.193
| null | null | null | null |
Associated Threat Actor: Inception Framework
|
Auth bypass for jpark via MFA from 69.185.66.193 Associated Threat Actor: Inception Framework
|
bypass
| null | null |
jpark
| null | null | null | null | null | null | null | null | null | null |
MFA
|
2f:f5:84:02:9e:c6
| null | null | null | null | null |
d30d0948-3d0d-4b33-9489-6bd7f84e8474
| 2025-03-09T19:00:41
|
network
|
Darktrace v6.0.0
|
info
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|info| desc=Network bandwidth_usage from 207.127.158.150 to 182.12.79.222 MITRE Technique: T1574.002
|
{
"geo_location": "Antarctica (the territory South of 60 deg S)",
"device_hash": "b7f0fd9a0034e05e36810c2582178cb06ff0a8e9b44668ca90a09069f41c823b",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_8_0 rv:4.0; ak-GH) AppleWebKit/532.16.4 (KHTML, like Gecko) Version/5.0.2 Safari/532.16.4",
"session_id": "958ca30a-c086-4974-944f-885de50be210",
"risk_score": 61.65,
"confidence": 0.26
}
|
207.127.158.150
|
182.12.79.222
| null | null | null |
MITRE Technique: T1574.002
|
Network bandwidth_usage from 207.127.158.150 to 182.12.79.222 MITRE Technique: T1574.002
|
bandwidth_usage
| 775,392
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c9445d73-098b-42cd-9b06-2d177ac5d6bf
| 2025-04-13T11:05:43
|
firewall
|
OSSEC v3.7.0
|
medium
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall quarantine RDP traffic from 199.98.57.8:48135 to 10.221.229.136:1015 No additional info
|
{
"geo_location": "Rwanda",
"device_hash": "1c56795d1e95620dac8a593e9af338e936e9a33b1f9a2ac992fb6fedc63f3c18",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/5.1)",
"session_id": "092f25aa-9a39-4834-aeb3-aa76fa54860f",
"risk_score": 43.08,
"confidence": 0.41
}
|
199.98.57.8
|
10.221.229.136
| null | null | null |
No additional info
|
Firewall quarantine RDP traffic from 199.98.57.8:48135 to 10.221.229.136:1015 No additional info
|
quarantine
| 984,712
|
RDP
| null | null | null | null | null | null | null | null | 48,135
| 1,015
| 88
| null | null | null | null | null | null | null |
40f36df1-8fb9-4179-8639-91901c4fb19d
| 2025-05-08T02:31:24
|
ids_alert
|
LogRhythm v7.5.0
|
medium
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|medium| desc=LogRhythm Alert: DDoS detected from 171.30.187.220 targeting 10.159.116.231 No additional info
|
{
"geo_location": "Moldova",
"device_hash": "74e88e0a65276b2446a705fcce4738423bdbed46",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/534.11.7 (KHTML, like Gecko) Version/5.0.1 Safari/534.11.7",
"session_id": "b95d87b5-2189-4782-bd02-2c924350eacb",
"risk_score": 63.36,
"confidence": 0.91
}
|
171.30.187.220
|
10.159.116.231
|
DDoS
|
SIG-8314
|
Evasion
|
No additional info
|
LogRhythm Alert: DDoS detected from 171.30.187.220 targeting 10.159.116.231 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
131e28aa-b919-4048-acf8-5ad849192960
| 2025-01-27T13:06:58
|
network
|
Suricata v6.0.10
|
high
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|high| desc=Network beaconing from 9.28.140.152 to 184.215.221.30 MITRE Technique: T1071.001
|
{
"geo_location": "Jersey",
"device_hash": "9b06efb1dfb604059dbb2f11ea5a814984fa73f0",
"user_agent": "Mozilla/5.0 (Linux; Android 1.6) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/53.0.859.0 Safari/534.1",
"session_id": "7197e36f-048a-471f-94ee-b40221b7a9b7",
"risk_score": 39.46,
"confidence": 0.05
}
|
9.28.140.152
|
184.215.221.30
| null | null | null |
MITRE Technique: T1071.001
|
Network beaconing from 9.28.140.152 to 184.215.221.30 MITRE Technique: T1071.001
|
beaconing
| 840,946
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
9f8860c5-9475-40e5-8fc9-8e7bc2b0abb2
| 2025-04-28T10:42:02
|
iot
|
Carbon Black v7.8.0
|
low
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|low| desc=IoT device Medical firmware_update No additional info noise=he|doctor|item
|
{
"geo_location": "Grenada",
"device_hash": "a4a3b7db65f986c565161cb5f8bb65e77c6c12bd",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_7) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/21.0.848.0 Safari/531.1",
"session_id": "de504deb-e90e-4aff-8ad1-13761542520c",
"risk_score": 98.52,
"confidence": 0.71
}
| null | null | null | null | null |
No additional info
|
IoT device Medical firmware_update No additional info
|
firmware_update
| null | null | null | null | null | null | null |
Medical
|
iot-a5a944d9
|
8.1
| null | null | null | null | null | null | null | null | null | null |
6c846d68-e687-45ed-bb10-e54c82e48edf
| 2025-04-12T02:28:49
|
endpoint
|
Vectra AI v5.0.0
|
info
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|endpoint|info| desc=Endpoint persistence_mechanism /top/have.png by adam47 MITRE Technique: T1134.001
|
{
"geo_location": "Bahamas",
"device_hash": "181689b1373d58c15d5fea04b696ae55f71bb7cb702dc652ea04349d0f3369c7",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_3; rv:1.9.4.20) Gecko/8404-06-14 01:04:05 Firefox/3.6.1",
"session_id": "f2e0c215-5e33-492f-a4a4-a477aed2bc85",
"risk_score": 4.86,
"confidence": 0.45
}
| null | null | null | null | null |
MITRE Technique: T1134.001
|
Endpoint persistence_mechanism /top/have.png by adam47 MITRE Technique: T1134.001
|
persistence_mechanism
| null | null |
adam47
|
/top/have.png
| 6,489
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7eda7e3c-9832-46df-8823-27675aa1993e
| 2025-01-19T22:16:53
|
network
|
Suricata v6.0.10
|
high
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|network|high| desc=Network beaconing from 56.30.203.89 to 40.89.143.159 No additional info
|
{
"geo_location": "Guinea-Bissau",
"device_hash": "82d52abafa8f0f7d47a62b20f331af91",
"user_agent": "Opera/8.19.(X11; Linux x86_64; mai-IN) Presto/2.9.179 Version/11.00",
"session_id": "b61c353a-f3db-4201-adbf-c73b45d6b744",
"risk_score": 70.35,
"confidence": 0.91
}
|
56.30.203.89
|
40.89.143.159
| null | null | null |
No additional info
|
Network beaconing from 56.30.203.89 to 40.89.143.159 No additional info
|
beaconing
| 495,187
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
e69419b9-92bd-4b0d-8492-e8bdb1cfd7db
| 2025-04-07T01:08:11
|
iot
|
Snort v2.9.20
|
critical
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|critical| desc=IoT device Sensor command_injection Associated Threat Actor: Inception Framework
|
{
"geo_location": "Bolivia",
"device_hash": "5bf111c3671aeee27d3431609f7c280e01d943a1a5e23e564732914f0bbc130d",
"user_agent": "Opera/8.42.(Windows NT 6.0; ha-NG) Presto/2.9.171 Version/12.00",
"session_id": "8081bc0e-d2c9-479c-8406-5b6c7b3b2dbc",
"risk_score": 12.56,
"confidence": 0.36
}
| null | null | null | null | null |
Associated Threat Actor: Inception Framework
|
IoT device Sensor command_injection Associated Threat Actor: Inception Framework
|
command_injection
| null | null | null | null | null | null | null |
Sensor
|
iot-2bd1a6ba
|
9.4
| null | null | null | null | null | null | null | null | null | null |
fe9ebf45-4fb6-453a-8e92-656e95cdc5e3
| 2025-06-27T20:03:19
|
ids_alert
|
Vectra AI v5.0.0
|
critical
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ids_alert|critical| desc=Vectra AI Alert: Zero-Day Exploit detected from 192.32.105.142 targeting N/A No additional info noise=7E497B0F
|
{
"geo_location": "Pitcairn Islands",
"device_hash": "ca6e8af6a13b193e6c7dd22dc0057e20ddbaaa49",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.2; Trident/3.0)",
"session_id": "05a7397f-c212-49df-b588-6c211bd96ecf",
"risk_score": 36.96,
"confidence": 0.6
}
|
192.32.105.142
|
N/A
|
Zero-Day Exploit
|
SIG-4809
|
Malware
|
No additional info
|
Vectra AI Alert: Zero-Day Exploit detected from 192.32.105.142 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 |
2d959954-3ea8-45da-bd02-4084ae266e46
| 2025-06-11T11:36:36
|
iot
|
Darktrace v6.0.0
|
medium
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|medium| desc=IoT device Medical protocol_violation MITRE Technique: T1134.001 | Unconventional IOC: Thermal sensor anomalies noise=categories/search
|
{
"geo_location": "Norfolk Island",
"device_hash": "10e8cea3738afabe3490bb79839ff73ed653a9eb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Win 9x 4.90; Trident/3.1)",
"session_id": "783ada92-1dfa-4ffc-b870-c6e897ec8d69",
"risk_score": 77.76,
"confidence": 0.13
}
| null | null | null | null | null |
MITRE Technique: T1134.001 | Unconventional IOC: Thermal sensor anomalies
|
IoT device Medical protocol_violation MITRE Technique: T1134.001 | Unconventional IOC: Thermal sensor anomalies
|
protocol_violation
| null | null | null | null | null | null | null |
Medical
|
iot-fde7dc38
|
3.2
| null | null | null | null | null | null | null | null | null | null |
3ef5d3bc-2959-49ae-a640-f8662d85f754
| 2025-06-01T01:40:38
|
ai
|
Trellix v10.7.0
|
low
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ai|low| desc=AI system model_access by eric71 No additional info
|
{
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "0d4b9ba1e1d462ef2e7a0e707fda158f5e5eead563e16d1be52de8e702e38f61",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_0) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/40.0.844.0 Safari/535.0",
"session_id": "4d160bef-0395-494e-acef-150b43e3befc",
"risk_score": 43.18,
"confidence": 0.06
}
| null | null | null | null | null |
No additional info
|
AI system model_access by eric71 No additional info
|
model_access
| null | null |
eric71
| null | null | null | null | null | null | null | null | null | null | null | null |
model-198bfc0c
|
1aeea80db4a9a12a120020d64b5445c066703daf9189ac4d832d4e76c62eb1da
|
1c57d81cf0901bc67b22f0615f2ffc4615b7c442
| null | null |
55e92838-55fb-474f-afee-853b5f14bf79
| 2025-02-26T06:11:55
|
cloud
|
Vectra AI v5.0.0
|
info
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|info| desc=Cloud container_escape in AWS by mooneysteven Associated Threat Actor: APT34
|
{
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "908b8a3d91ac0f4c44df1d52ce3f4fdd99fbf8118d3b2e21edae5abb4678ee04",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 95; Trident/5.0)",
"session_id": "0a6e552d-481d-418c-be26-29c673a1660e",
"risk_score": 50.18,
"confidence": 0.47
}
| null | null | null | null | null |
Associated Threat Actor: APT34
|
Cloud container_escape in AWS by mooneysteven Associated Threat Actor: APT34
|
container_escape
| null | null |
mooneysteven
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-8014ab81
|
45295b7c-6706-4b11-b8f7-5d400d42e54c
| 2025-05-01T06:21:17
|
cloud
|
QRadar v7.5.0
|
medium
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud config_change in OCI by elizabethcox MITRE Technique: T1218.011 noise=tag/explore
|
{
"geo_location": "Somalia",
"device_hash": "49e3e994d80a3f674e6dfc5926af97da61968f0a76e4b45dd926ee444544912b",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.5.20) Gecko/6499-08-06 19:44:36 Firefox/3.8",
"session_id": "288aceed-c42f-4762-8ead-83c9c0fff32f",
"risk_score": 76.02,
"confidence": 0.85
}
| null | null | null | null | null |
MITRE Technique: T1218.011
|
Cloud config_change in OCI by elizabethcox MITRE Technique: T1218.011
|
config_change
| null | null |
elizabethcox
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-d4498f3d
|
7853df46-fa89-4f07-88ca-ff662a77a10c
| 2025-06-30T02:17:11
|
cloud
|
Palo Alto Cortex v3.0.0
|
critical
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud container_escape in GCP by tabitha13 No additional info
|
{
"geo_location": "Luxembourg",
"device_hash": "5567542fb041d15b991ee3344c1f84bb",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.0; Trident/3.1)",
"session_id": "6af05b22-b65b-4f02-9410-da48b013008e",
"risk_score": 63.3,
"confidence": 0.4
}
| null | null | null | null | null |
No additional info
|
Cloud container_escape in GCP by tabitha13 No additional info
|
container_escape
| null | null |
tabitha13
| null | null | null |
{
"baseline_deviation": 0.55,
"entropy": 5.9,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-a309bebd
|
54cfc9bd-dece-409a-bddf-9cbe79f32eae
| 2025-02-12T19:25:15
|
auth
|
QRadar v7.5.0
|
low
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|auth|low| desc=Auth locked for steelekim via biometric from 9.235.171.255 No additional info
|
{
"geo_location": "Nepal",
"device_hash": "4fae0d73a00b05e770f38a304addd604455fb71f",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 12_4_8 like Mac OS X) AppleWebKit/536.2 (KHTML, like Gecko) CriOS/61.0.810.0 Mobile/43Y387 Safari/536.2",
"session_id": "3f4483d0-2b2b-497e-b426-31258aa1aa6d",
"risk_score": 71.86,
"confidence": 0.19
}
|
9.235.171.255
| null | null | null | null |
No additional info
|
Auth locked for steelekim via biometric from 9.235.171.255 No additional info
|
locked
| null | null |
steelekim
| null | null | null | null | null | null | null | null | null | null |
biometric
|
9a:80:d4:28:26:41
| null | null | null | null | null |
4c07c439-f8a5-48a2-9e39-697aea87e249
| 2025-06-14T14:11:42
|
cloud
|
Elastic SIEM v8.9.0
|
medium
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|medium| desc=Cloud permission_escalation in Alibaba by davidgray No additional info
|
{
"geo_location": "Falkland Islands (Malvinas)",
"device_hash": "52cb3d508fbc951aa96b8baf603829e7",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 15_8_2 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) CriOS/41.0.848.0 Mobile/88E242 Safari/534.1",
"session_id": "81b45bde-6dfc-4f40-982c-8964c3567f15",
"risk_score": 67,
"confidence": 0.07
}
| null | null | null | null | null |
No additional info
|
Cloud permission_escalation in Alibaba by davidgray No additional info
|
permission_escalation
| null | null |
davidgray
| null | null | null |
{
"baseline_deviation": 2.39,
"entropy": 4.96,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-5463ffc6
|
c4c0efaf-1608-4750-9bd2-699390f0f4a9
| 2025-06-12T18:51:15
|
firewall
|
LogRhythm v7.5.0
|
low
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|low| desc=Firewall deny SSH traffic from 10.160.35.170:150 to 161.82.133.218:455 MITRE Technique: T1547.001
|
{
"geo_location": "Bolivia",
"device_hash": "2383dce40ed123628dbca233a277e74b",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_8_1 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/9.8b0345.0 Mobile/71S124 Safari/532.0",
"session_id": "c0ec4a9c-56d0-4c5e-93e5-28379c0389ab",
"risk_score": 66.23,
"confidence": 0.38
}
|
10.160.35.170
|
161.82.133.218
| null | null | null |
MITRE Technique: T1547.001
|
Firewall deny SSH traffic from 10.160.35.170:150 to 161.82.133.218:455 MITRE Technique: T1547.001
|
deny
| 52,628
|
SSH
| null | null | null | null | null | null | null | null | 150
| 455
| 1,532
| null | null | null | null | null | null | null |
8f0e73be-f84a-40b1-a8fe-ceb9a167a8b4
| 2025-02-15T09:16:32
|
ai
|
Vectra AI v5.0.0
|
info
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|ai|info| desc=AI system training_data_poisoning by ericfowler MITRE Technique: T1078.004
|
{
"geo_location": "Kiribati",
"device_hash": "9a0d09216a01456ca45ca140002ad70e8ac1b35f3ceca99d72ee03268b911683",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/533.27.6 (KHTML, like Gecko) Version/5.0.2 Safari/533.27.6",
"session_id": "8c193d3b-0566-4e48-856e-b3fcd63e9a14",
"risk_score": 53.64,
"confidence": 0.78
}
| null | null | null | null | null |
MITRE Technique: T1078.004
|
AI system training_data_poisoning by ericfowler MITRE Technique: T1078.004
|
training_data_poisoning
| null | null |
ericfowler
| null | null | null | null | null | null | null | null | null | null | null | null |
model-3259763e
|
a9ae470317aa301c8a0748cb3ce1b096
|
670a0d62dd9869447dd063cad1186a515ffb3cbc258f442fce18f91e7324b2ed
| null | null |
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