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
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
03b1e460-284c-4c84-bb6b-1517f952f947
| 2025-03-15T17:19:21
|
iot
|
Microsoft Sentinel v1.0.0
|
low
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC firmware_update No additional info
|
{
"geo_location": "Sudan",
"device_hash": "de1264465506febb85122ddcd3d7ba61de8e3577",
"user_agent": "Mozilla/5.0 (Android 5.1; Mobile; rv:37.0) Gecko/37.0 Firefox/37.0",
"session_id": "d38b29d4-5d54-47ac-a2e1-326b4e3f7141",
"risk_score": 59.15,
"confidence": 0.93
}
| null | null | null | null | null |
No additional info
|
IoT device HVAC firmware_update No additional info
|
firmware_update
| null | null | null | null | null | null | null |
HVAC
|
iot-92c3d888
|
10.8
| null | null | null | null | null | null | null | null | null | null |
5a255e98-39f4-4178-ba5b-1d914c152be7
| 2025-02-06T14:08:26
|
endpoint
|
Snort v2.9.20
|
high
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|high| desc=Endpoint persistence_mechanism /agree/debate.webm by andrew19 No additional info noise=R2lybC4=
|
{
"geo_location": "South Africa",
"device_hash": "cd7b36e5387fae1cb318ded8e5f9532cae35b389",
"user_agent": "Opera/8.23.(Windows 98; mn-MN) Presto/2.9.189 Version/12.00",
"session_id": "d1d8e4f8-3088-4725-acb8-47abcfce9999",
"risk_score": 73.93,
"confidence": 0.82
}
| null | null | null | null | null |
No additional info
|
Endpoint persistence_mechanism /agree/debate.webm by andrew19 No additional info
|
persistence_mechanism
| null | null |
andrew19
|
/agree/debate.webm
| 788
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48f3b3b4-fc07-49c6-b7bd-e281af40b570
| 2022-09-17T19:51:42
|
firewall
|
Wazuh v4.5.0
|
high
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|firewall|high| desc=Firewall quarantine SMB traffic from 140.164.214.184:3323 to 223.161.66.210:386 MITRE Technique: T1071.001
|
{
"geo_location": "Qatar",
"device_hash": "33b969e1ced5d05875f8db09de28aee9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.2; Trident/4.0)",
"session_id": "6a7e0fa6-71c7-4a59-83f7-ecd6153263ef",
"risk_score": 86.17,
"confidence": 0.68
}
|
140.164.214.184
|
223.161.66.210
| null | null | null |
MITRE Technique: T1071.001
|
Firewall quarantine SMB traffic from 140.164.214.184:3323 to 223.161.66.210:386 MITRE Technique: T1071.001
|
quarantine
| 955,738
|
SMB
| null | null | null | null |
{
"baseline_deviation": 2.95,
"entropy": 4.7,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | 3,323
| 386
| 3,066
| null | null | null | null | null | null | null |
8364a677-51e6-4e6e-b9bd-d85c0cde7c88
| 2025-02-22T22:15:26
|
cloud
|
Trellix v10.7.0
|
low
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|cloud|low| desc=Cloud config_change in Azure by simsnatalie MITRE Technique: T1566.001 noise=follow|learn|contain
|
{
"geo_location": "Germany",
"device_hash": "b242a9ec9cc234ce2a9e472ab835b63d",
"user_agent": "Opera/8.64.(X11; Linux x86_64; mag-IN) Presto/2.9.161 Version/12.00",
"session_id": "ab7d4f28-2123-4fbf-b71b-e6402210f728",
"risk_score": 83.34,
"confidence": 0.73
}
| null | null | null | null | null |
MITRE Technique: T1566.001
|
Cloud config_change in Azure by simsnatalie MITRE Technique: T1566.001
|
config_change
| null | null |
simsnatalie
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-8e14011a
|
6d422111-21f0-47db-8265-9db77219888e
| 2025-03-02T05:23:29
|
auth
|
CrowdStrike v6.45.0
|
medium
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|medium| desc=Auth locked for orrmichael via OAuth from 28.115.7.75 No additional info noise=VG9nZXRoZXIu
|
{
"geo_location": "Russia",
"device_hash": "32ee5b856cb89bb24f85b0aa79a11e57",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.01; Trident/5.1)",
"session_id": "b4cd120a-6560-4525-8a90-933bfccd05f4",
"risk_score": 75.39,
"confidence": 0.15
}
|
28.115.7.75
| null | null | null | null |
No additional info
|
Auth locked for orrmichael via OAuth from 28.115.7.75 No additional info
|
locked
| null | null |
orrmichael
| null | null | null | null | null | null | null | null | null | null |
OAuth
|
96:9c:4c:13:1b:bf
| null | null | null | null | null |
97c0cace-c37b-438a-960d-0f07ab4d75c6
| 2025-04-26T04:53:40
|
endpoint
|
FireEye HX v4.5.0
|
medium
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint persistence_mechanism /between/writer.csv by zfriedman No additional info
|
{
"geo_location": "Mauritania",
"device_hash": "c29080e76e9ecd417296ecc5c93f53bc6585d382",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/533.16.7 (KHTML, like Gecko) Version/4.1 Safari/533.16.7",
"session_id": "9dc77491-710e-439e-b6ce-c518e53918aa",
"risk_score": 19.13,
"confidence": 0.08
}
| null | null | null | null | null |
No additional info
|
Endpoint persistence_mechanism /between/writer.csv by zfriedman No additional info
|
persistence_mechanism
| null | null |
zfriedman
|
/between/writer.csv
| 6,403
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cfab397f-2aea-4dd0-922b-077b982e66d7
| 2025-07-07T01:47:36
|
cloud
|
Snort v2.9.20
|
info
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|cloud|info| desc=Cloud config_change in Azure by ericcole No additional info
|
{
"geo_location": "United States Minor Outlying Islands",
"device_hash": "2e381f7454c3cf0f1379a623cff04894",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows CE; Trident/3.1)",
"session_id": "cea08caa-11ce-4717-952c-a8670eb67039",
"risk_score": 58.63,
"confidence": 0.54
}
| null | null | null | null | null |
No additional info
|
Cloud config_change in Azure by ericcole No additional info
|
config_change
| null | null |
ericcole
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-9ef3edf1
|
adf092da-a0f3-4253-bf6a-ea2107e173be
| 2025-03-21T15:13:04
|
endpoint
|
QRadar v7.5.0
|
info
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint process_start /table/record.png by mcharles No additional info
|
{
"geo_location": "Suriname",
"device_hash": "4b6e4201b13b03c309d4d2ccd069ed98",
"user_agent": "Opera/8.70.(X11; Linux x86_64; ce-RU) Presto/2.9.176 Version/10.00",
"session_id": "0656d3fb-3dbb-490c-9874-99a53e22128f",
"risk_score": 34.06,
"confidence": 0.45
}
| null | null | null | null | null |
No additional info
|
Endpoint process_start /table/record.png by mcharles No additional info
|
process_start
| null | null |
mcharles
|
/table/record.png
| 7,966
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8991167e-1303-4f64-a7d7-21cb7a18f886
| 2025-04-29T21:40:51
|
auth
|
Darktrace v6.0.0
|
medium
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|auth|medium| desc=Auth success for rreid via biometric from 205.216.182.49 MITRE Technique: T1190 noise=SW5jbHVkaW5nLg==
|
{
"geo_location": "Benin",
"device_hash": "9d2dbb347613d01c89da4bea6413df24e8449c02",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.2; Trident/4.0)",
"session_id": "72ee233b-24d8-437a-a79f-c97cf47f5098",
"risk_score": 68.05,
"confidence": 0.54
}
|
205.216.182.49
| null | null | null | null |
MITRE Technique: T1190
|
Auth success for rreid via biometric from 205.216.182.49 MITRE Technique: T1190
|
success
| null | null |
rreid
| null | null | null | null | null | null | null | null | null | null |
biometric
|
41:e5:a9:59:6f:42
| null | null | null | null | null |
e51b2901-7d72-4706-94a5-a0a2721cc8c5
| 2025-02-02T02:00:58
|
auth
|
Trellix v10.7.0
|
high
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|auth|high| desc=Auth locked for jason34 via MFA from 10.34.103.81 No additional info noise=category/search/list
|
{
"geo_location": "Vanuatu",
"device_hash": "fa6aad792ebdb6be025773e74d8f4c40",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_5; rv:1.9.3.20) Gecko/3360-09-12 15:45:01 Firefox/3.6.3",
"session_id": "7f63abe2-ada8-47fa-b3dc-d291277e8f18",
"risk_score": 50.42,
"confidence": 0.59
}
|
10.34.103.81
| null | null | null | null |
No additional info
|
Auth locked for jason34 via MFA from 10.34.103.81 No additional info
|
locked
| null | null |
jason34
| null | null | null | null | null | null | null | null | null | null |
MFA
|
c5:97:4c:38:24:3b
| null | null | null | null | null |
850d46f9-da90-4d6f-9db7-8da56210eaf4
| 2025-01-26T05:04:19
|
endpoint
|
Splunk v9.0.2
|
high
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|high| desc=Endpoint file_access /or/single.png by jonathan64 No additional info
|
{
"geo_location": "India",
"device_hash": "4476ae9fb7ddc00c9c86a302e3f9171b77e8a46835aeca423e71da75b625004c",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_6; rv:1.9.6.20) Gecko/4443-06-24 10:42:46 Firefox/7.0",
"session_id": "0d116553-06d0-477b-a306-e5068e5c8d20",
"risk_score": 58.57,
"confidence": 0.38
}
| null | null | null | null | null |
No additional info
|
Endpoint file_access /or/single.png by jonathan64 No additional info
|
file_access
| null | null |
jonathan64
|
/or/single.png
| 9,004
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c4c75bd0-0418-4c6e-bbb8-2295cb7def20
| 2025-06-10T03:31:26
|
ai
|
CrowdStrike v6.45.0
|
high
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ai|high| desc=AI system prompt_injection by joshuawilliamson Associated Threat Actor: APT38 | Unconventional IOC: Power consumption spikes noise=establish|onto|adult
|
{
"geo_location": "Estonia",
"device_hash": "ac1dada7a5c57f5f40fd4fe631b7e5f4",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/533.30.1 (KHTML, like Gecko) Version/5.0 Safari/533.30.1",
"session_id": "c91fc749-77f6-4a30-94ef-e2c253ea0d54",
"risk_score": 67.17,
"confidence": 0.97
}
| null | null | null | null | null |
Associated Threat Actor: APT38 | Unconventional IOC: Power consumption spikes
|
AI system prompt_injection by joshuawilliamson Associated Threat Actor: APT38 | Unconventional IOC: Power consumption spikes
|
prompt_injection
| null | null |
joshuawilliamson
| null | null | null | null | null | null | null | null | null | null | null | null |
model-d46560fe
|
f1aea1d7e5691e15b7c0c9be82de6b8621aafcfed2e1286615eafa4933c6c890
|
b8482a79c840469fc7da3fcc12d9f80c
| null | null |
25da238c-8a9a-412b-9888-9d4bda225e19
| 2025-04-12T13:53:13
|
ai
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|high| desc=AI system membership_inference by cisnerostanya No additional info noise=Q2FsbC4=
|
{
"geo_location": "Sierra Leone",
"device_hash": "1d25eecd941a522b620a7ac9a8133f275bd729c4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.0; Trident/3.0)",
"session_id": "46f63328-4352-4f9e-9b8e-2e1f29a6d30e",
"risk_score": 54.86,
"confidence": 0.16
}
| null | null | null | null | null |
No additional info
|
AI system membership_inference by cisnerostanya No additional info
|
membership_inference
| null | null |
cisnerostanya
| null | null | null | null | null | null | null | null | null | null | null | null |
model-5109d69b
|
799faa7634952458c3c0b8f03aeadb22ddd35b46d556ea6bfade12485b5244a6
|
cc1f7c97e5646ab808e6e2b6caaef9b235d672acb47eefde6d28ef9f8284b7c4
| null | null |
4aa555b1-4f0e-43b6-83c3-80d18672a866
| 2025-04-04T06:44:56
|
ai
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|info| desc=AI system membership_inference by matthewswanda No additional info
|
{
"geo_location": "Spain",
"device_hash": "c6a5850a7846e0d617cc67c217157845d1dd6200f1b955c04e516dcd6a9efbc2",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 5_1_1 like Mac OS X) AppleWebKit/531.0 (KHTML, like Gecko) CriOS/14.0.878.0 Mobile/76Z744 Safari/531.0",
"session_id": "ca5d0c89-09cb-4e72-9b2b-7d4bd2ef84d9",
"risk_score": 59.06,
"confidence": 0.62
}
| null | null | null | null | null |
No additional info
|
AI system membership_inference by matthewswanda No additional info
|
membership_inference
| null | null |
matthewswanda
| null | null | null |
{
"baseline_deviation": 2.73,
"entropy": 6.12,
"frequency_anomaly": false,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null |
model-e581f49b
|
06f92ebcb38175caf96a895ee4ef75c7
|
96e87e0b3373844a0deec1a053a76e8f35b8381b2d7a65f33894c93a63bd57f6
| null | null |
c8be2b4c-92fa-4857-891f-ca36ed7d8852
| 2025-05-03T21:53:55
|
endpoint
|
Elastic SIEM v8.9.0
|
info
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|info| desc=Endpoint driver_load /prevent/real.docx by shawn05 MITRE Technique: T1059.001
|
{
"geo_location": "El Salvador",
"device_hash": "2082df4e8bdb70ee2b03d13283365d67ecd4cd73",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 5_1_1 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) FxiOS/15.2x9858.0 Mobile/99P861 Safari/532.1",
"session_id": "c52b669d-10e3-464a-acf7-58c8d4a989ee",
"risk_score": 77.74,
"confidence": 0.95
}
| null | null | null | null | null |
MITRE Technique: T1059.001
|
Endpoint driver_load /prevent/real.docx by shawn05 MITRE Technique: T1059.001
|
driver_load
| null | null |
shawn05
|
/prevent/real.docx
| 2,184
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0f0d1d1e-3dce-4856-896b-2e2dd062c862
| 2025-03-11T11:48:48
|
endpoint
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint registry_change would by markwood Associated Threat Actor: Inception Framework
|
{
"geo_location": "Barbados",
"device_hash": "82caf8006816f49a1c28b5e755a280e6",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.5.20) Gecko/6719-03-22 02:10:40 Firefox/3.8",
"session_id": "1a8c717f-d326-400a-9c6d-d4476531723c",
"risk_score": 49.24,
"confidence": 0.38
}
| null | null | null | null | null |
Associated Threat Actor: Inception Framework
|
Endpoint registry_change would by markwood Associated Threat Actor: Inception Framework
|
registry_change
| null | null |
markwood
|
would
| 2,734
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
26377105-422b-4163-b142-c6209ce057e6
| 2025-04-16T15:36:22
|
network
|
Trellix v10.7.0
|
info
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|network|info| desc=Network protocol_anomaly from 10.95.238.0 to 166.117.31.189 No additional info
|
{
"geo_location": "Holy See (Vatican City State)",
"device_hash": "858a13434fce4de49a33acd5434f50da57bb4b129e2a89e3870d12325e8b92a5",
"user_agent": "Mozilla/5.0 (Android 2.3; Mobile; rv:37.0) Gecko/37.0 Firefox/37.0",
"session_id": "5a5154e9-1401-4b30-b0a6-cc8418631427",
"risk_score": 13.63,
"confidence": 0.42
}
|
10.95.238.0
|
166.117.31.189
| null | null | null |
No additional info
|
Network protocol_anomaly from 10.95.238.0 to 166.117.31.189 No additional info
|
protocol_anomaly
| 5,335
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
97ff48cc-6d89-4519-806d-c3b20d4b8756
| 2025-04-26T10:02:32
|
network
|
QRadar v7.5.0
|
high
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|network|high| desc=Network protocol_anomaly from 168.199.172.179 to 210.111.143.153 MITRE Technique: T1059.005
|
{
"geo_location": "Hungary",
"device_hash": "8d788d7e4ad8ee59a08a59aee5a21730e147483f",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_2_1 like Mac OS X) AppleWebKit/534.1 (KHTML, like Gecko) CriOS/56.0.893.0 Mobile/49Z806 Safari/534.1",
"session_id": "09b1f751-d1d2-4eb7-a052-914b0a2c5ee7",
"risk_score": 68.39,
"confidence": 0.5
}
|
168.199.172.179
|
210.111.143.153
| null | null | null |
MITRE Technique: T1059.005
|
Network protocol_anomaly from 168.199.172.179 to 210.111.143.153 MITRE Technique: T1059.005
|
protocol_anomaly
| 970,814
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
29a42f84-c874-4b7e-80e9-931c173fff5a
| 2025-01-19T10:12:02
|
network
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|info| desc=Network latency_spike from 10.191.31.29 to 114.21.48.203 MITRE Technique: T1204.002
|
{
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "bb1a8382e8af64dbbc84e26f62816ad0d39ae563c83242bcb074f837a97a07d9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.1; Trident/4.1)",
"session_id": "e2821a4d-536d-443e-9b93-2f1cb41c9283",
"risk_score": 94.67,
"confidence": 0.32
}
|
10.191.31.29
|
114.21.48.203
| null | null | null |
MITRE Technique: T1204.002
|
Network latency_spike from 10.191.31.29 to 114.21.48.203 MITRE Technique: T1204.002
|
latency_spike
| 749,275
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
41737be2-c8fd-41bb-b38b-2f34eb65a969
| 2025-06-17T00:19:43
|
iot
|
Suricata v6.0.10
|
low
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|low| desc=IoT device Camera protocol_violation MITRE Technique: T1204.002
|
{
"geo_location": "Brunei Darussalam",
"device_hash": "26e59a8629bb3bd5b2fa74ad8417d46c7a7ac3cb",
"user_agent": "Opera/9.15.(Windows NT 5.01; so-ET) Presto/2.9.162 Version/10.00",
"session_id": "e1cbc501-377d-4f4d-ab7f-10513b259f87",
"risk_score": 15.53,
"confidence": 0.99
}
| null | null | null | null | null |
MITRE Technique: T1204.002
|
IoT device Camera protocol_violation MITRE Technique: T1204.002
|
protocol_violation
| null | null | null | null | null | null | null |
Camera
|
iot-1446b541
|
10.4
| null | null | null | null | null | null | null | null | null | null |
c965dc8f-7188-443c-946d-005fc971081b
| 2025-04-16T12:41:36
|
ai
|
LogRhythm v7.5.0
|
medium
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|medium| desc=AI system model_inversion by lynnmerritt No additional info
|
{
"geo_location": "Saint Kitts and Nevis",
"device_hash": "f3fc995c9aaebae004e87419e0f5b5826e69e0f69af841d92702c8100360e3b4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 4.0; Trident/3.0)",
"session_id": "3f80bbac-8aa3-47fc-8bf4-377cac055795",
"risk_score": 46.81,
"confidence": 0.38
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by lynnmerritt No additional info
|
model_inversion
| null | null |
lynnmerritt
| null | null | null |
{
"baseline_deviation": 1.44,
"entropy": 6.11,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null |
model-76f00e2c
|
3d0ee38913af9ec60f5125bfd910dea0
|
e0be55039eff6f4bc85a20fa08a42fc0c3b096b9
| null | null |
f9c2e23c-ac6a-4da7-bf70-d1975e2c7b56
| 2025-04-16T18:29:58
|
auth
|
AlienVault v5.7.0
|
low
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|low| desc=Auth success for cbrown via password from 181.232.110.164 No additional info noise=category/tag
|
{
"geo_location": "United States Virgin Islands",
"device_hash": "f183e90794e1b3e93c122d065375ec0ae50d685d045b512b79338470c8be936b",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; mag-IN) AppleWebKit/534.3.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6534.3.2",
"session_id": "7d3a3438-92b6-4d53-a713-c1c50e40ffa4",
"risk_score": 35.02,
"confidence": 0.04
}
|
181.232.110.164
| null | null | null | null |
No additional info
|
Auth success for cbrown via password from 181.232.110.164 No additional info
|
success
| null | null |
cbrown
| null | null | null | null | null | null | null | null | null | null |
password
|
3f:d0:06:d1:35:a5
| null | null | null | null | null |
c27a2b65-e61c-454c-86f0-cff130568417
| 2025-03-06T01:09:01
|
iot
|
Carbon Black v7.8.0
|
low
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|iot|low| desc=IoT device HVAC command_injection MITRE Technique: T1059.001 noise=category/posts
|
{
"geo_location": "Guam",
"device_hash": "8d6e28a8d026f71dffa2d5c6613cce59e2cf4d679578e040517e6c5235320419",
"user_agent": "Opera/9.50.(Windows NT 5.2; kk-KZ) Presto/2.9.186 Version/10.00",
"session_id": "700377de-84da-4b2d-8db1-3210ff908333",
"risk_score": 71.6,
"confidence": 0.29
}
| null | null | null | null | null |
MITRE Technique: T1059.001
|
IoT device HVAC command_injection MITRE Technique: T1059.001
|
command_injection
| null | null | null | null | null | null | null |
HVAC
|
iot-79777406
|
3.6
| null | null | null | null | null | null | null | null | null | null |
455a73dc-b752-45f1-8452-cf4b348eeb3b
| 2025-04-06T16:14:55
|
iot
|
QRadar v7.5.0
|
low
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|low| desc=IoT device Camera command_injection MITRE Technique: T1574.002 | Associated Threat Actor: BlueNoroff
|
{
"geo_location": "Malta",
"device_hash": "34d111977459a5fd54166ed5aa4b23a563a2d41b",
"user_agent": "Mozilla/5.0 (Windows NT 4.0; tr-CY; rv:1.9.2.20) Gecko/8417-10-07 05:00:22 Firefox/3.6.17",
"session_id": "7979ed0b-7773-47fb-9913-3870c5f2264d",
"risk_score": 76.1,
"confidence": 0.85
}
| null | null | null | null | null |
MITRE Technique: T1574.002 | Associated Threat Actor: BlueNoroff
|
IoT device Camera command_injection MITRE Technique: T1574.002 | Associated Threat Actor: BlueNoroff
|
command_injection
| null | null | null | null | null | null | null |
Camera
|
iot-3aee609f
|
1.2
| null | null | null | null | null | null | null | null | null | null |
ff2196b4-a659-492c-9d6c-bd6d4850e931
| 2025-02-04T15:15:40
|
iot
|
ArcSight v7.4.0
|
medium
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|iot|medium| desc=IoT device Sensor sensor_spoofing No additional info
|
{
"geo_location": "Andorra",
"device_hash": "88d4df51c1f427cb8f43591a6b6047ed5d7c91cadeadf214cc1dab6a2ee378a9",
"user_agent": "Opera/8.78.(X11; Linux x86_64; ja-JP) Presto/2.9.169 Version/11.00",
"session_id": "3713a546-f61f-43f4-ba6c-5a5e225c68c1",
"risk_score": 44.54,
"confidence": 0.23
}
| null | null | null | null | null |
No additional info
|
IoT device Sensor sensor_spoofing No additional info
|
sensor_spoofing
| null | null | null | null | null | null | null |
Sensor
|
iot-ee93fcf8
|
9.9
| null | null | null | null | null | null | null | null | null | null |
e7feffdc-b12e-4224-8b6e-85386e8d3ab4
| 2025-01-30T14:09:40
|
auth
|
Zeek v5.0.0
|
low
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|auth|low| desc=Auth failed for joseph71 via passwordless from 10.111.63.27 MITRE Technique: T1059.005
|
{
"geo_location": "Saint Pierre and Miquelon",
"device_hash": "446af0053fee1b0cdadd338e625757efe81dd021",
"user_agent": "Opera/8.15.(Windows NT 5.1; th-TH) Presto/2.9.179 Version/11.00",
"session_id": "477f84b3-f0dc-4211-aa7a-7df7cb9e76a1",
"risk_score": 24.54,
"confidence": 0.92
}
|
10.111.63.27
| null | null | null | null |
MITRE Technique: T1059.005
|
Auth failed for joseph71 via passwordless from 10.111.63.27 MITRE Technique: T1059.005
|
failed
| null | null |
joseph71
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
e3:fb:4f:c8:b1:78
| null | null | null | null | null |
f8bc9e3a-f76f-4358-9bd1-af103d73860e
| 2025-03-29T20:17:16
|
endpoint
|
Zeek v5.0.0
|
medium
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint powershell_exec strategy by grangel MITRE Technique: T1566.001
|
{
"geo_location": "Norway",
"device_hash": "7f79130f4097abc3dafd078d66c4affe",
"user_agent": "Opera/8.57.(X11; Linux x86_64; kl-GL) Presto/2.9.170 Version/10.00",
"session_id": "b4101a92-bde8-4c4e-9c94-e6cf3ae752e1",
"risk_score": 61.25,
"confidence": 0.56
}
| null | null | null | null | null |
MITRE Technique: T1566.001
|
Endpoint powershell_exec strategy by grangel MITRE Technique: T1566.001
|
powershell_exec
| null | null |
grangel
|
strategy
| 4,484
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0028e8d7-ac04-49f6-b518-1845df6596f1
| 2025-03-03T13:22:10
|
firewall
|
Microsoft Sentinel v1.0.0
|
high
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|high| desc=Firewall deny SSH traffic from 75.181.47.144:591 to 32.56.80.143:24974 No additional info
|
{
"geo_location": "French Southern Territories",
"device_hash": "c216dc3547feeca9baf3c8bc387df82a",
"user_agent": "Mozilla/5.0 (Linux; Android 7.1) AppleWebKit/531.1 (KHTML, like Gecko) Chrome/17.0.834.0 Safari/531.1",
"session_id": "3f7cb964-ac54-45fd-bc58-5929c23eb8f4",
"risk_score": 33.77,
"confidence": 0.66
}
|
75.181.47.144
|
32.56.80.143
| null | null | null |
No additional info
|
Firewall deny SSH traffic from 75.181.47.144:591 to 32.56.80.143:24974 No additional info
|
deny
| 944,477
|
SSH
| null | null | null | null | null | null | null | null | 591
| 24,974
| 1,296
| null | null | null | null | null | null | null |
b287b60b-138a-42c5-b467-751fbc9cd935
| 2025-04-14T14:33:22
|
network
|
Zeek v5.0.0
|
critical
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|network|critical| desc=Network data_exfiltration from 179.1.205.122 to 10.25.180.122 No additional info noise=Qm95IGFnZS4=
|
{
"geo_location": "Suriname",
"device_hash": "6a58456f025b8b5c049b5d2137d8c397",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1_2 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) CriOS/29.0.829.0 Mobile/21Y835 Safari/536.1",
"session_id": "aa7b9459-2678-450a-a7df-8dbbe1af3624",
"risk_score": 8.9,
"confidence": 0.75
}
|
179.1.205.122
|
10.25.180.122
| null | null | null |
No additional info
|
Network data_exfiltration from 179.1.205.122 to 10.25.180.122 No additional info
|
data_exfiltration
| 880,112
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ec710bfc-2c92-4f58-a813-609c946aba39
| 2025-05-31T00:36:48
|
cloud
|
Suricata v6.0.10
|
info
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|cloud|info| desc=Cloud config_change in Azure by wardkenneth No additional info
|
{
"geo_location": "Iran",
"device_hash": "8e38b364398aeaa5d0dce4e092cfeb4d",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_9) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/51.0.850.0 Safari/535.0",
"session_id": "6b849b5e-1922-4897-bd03-99861a82397d",
"risk_score": 63.13,
"confidence": 0.04
}
| null | null | null | null | null |
No additional info
|
Cloud config_change in Azure by wardkenneth No additional info
|
config_change
| null | null |
wardkenneth
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-e785aca8
|
faa2bd82-02af-4cf6-9322-88bc5fa106f0
| 2025-06-07T04:56:21
|
auth
|
Wazuh v4.5.0
|
medium
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|medium| desc=Auth failed for ismall via OAuth from 88.61.237.142 No additional info
|
{
"geo_location": "Netherlands",
"device_hash": "7533a0d6c12fc4245fd976d084a8524d",
"user_agent": "Mozilla/5.0 (Windows NT 6.2; as-IN; rv:1.9.1.20) Gecko/8740-06-20 06:57:56 Firefox/3.8",
"session_id": "9f5214f4-e9e4-4645-970f-40b91892405d",
"risk_score": 86.25,
"confidence": 0.76
}
|
88.61.237.142
| null | null | null | null |
No additional info
|
Auth failed for ismall via OAuth from 88.61.237.142 No additional info
|
failed
| null | null |
ismall
| null | null | null | null | null | null | null | null | null | null |
OAuth
|
6f:f0:d4:3e:04:f2
| null | null | null | null | null |
67af7229-3901-4083-b9b0-72535b31f96f
| 2025-03-09T19:14:05
|
cloud
|
Splunk v9.0.2
|
critical
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|cloud|critical| desc=Cloud permission_escalation in GCP by mary77 MITRE Technique: T1059.005
|
{
"geo_location": "Guinea-Bissau",
"device_hash": "39fe89510d61f7e9c70e5d0082a6772bb25f9aa1",
"user_agent": "Opera/9.11.(X11; Linux i686; cv-RU) Presto/2.9.162 Version/12.00",
"session_id": "6b482738-0a7a-4779-b0d3-94af22a43a6b",
"risk_score": 76.12,
"confidence": 0.6
}
| null | null | null | null | null |
MITRE Technique: T1059.005
|
Cloud permission_escalation in GCP by mary77 MITRE Technique: T1059.005
|
permission_escalation
| null | null |
mary77
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-f3ab2543
|
c6ce7f59-fc9c-43fe-8d5b-30c6e7a5892c
| 2025-02-02T05:46:06
|
iot
|
Trellix v10.7.0
|
low
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|low| desc=IoT device Medical command_injection MITRE Technique: T1134.001 noise=RHJpdmUu
|
{
"geo_location": "Hong Kong",
"device_hash": "d50636c6b6027069e962237b5a238d7a578137b6",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_6; rv:1.9.5.20) Gecko/7536-10-12 02:44:48 Firefox/3.8",
"session_id": "198d475f-f33e-42c9-b20b-c3567c69d4e6",
"risk_score": 67.38,
"confidence": 0.48
}
| null | null | null | null | null |
MITRE Technique: T1134.001
|
IoT device Medical command_injection MITRE Technique: T1134.001
|
command_injection
| null | null | null | null | null | null | null |
Medical
|
iot-1d80841d
|
10.3
| null | null | null | null | null | null | null | null | null | null |
2eb024a9-3800-40d6-91ec-8d8f28d7d062
| 2025-03-17T08:52:12
|
endpoint
|
Splunk v9.0.2
|
critical
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|endpoint|critical| desc=Endpoint wmi_exec /analysis/service.mp3 by gwalker No additional info noise=include|family|direction
|
{
"geo_location": "Bermuda",
"device_hash": "9d321a743fed0b3f8f06c851c24bf72ee5b31d300894be32eac2becf9f8871f9",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/531.7.3 (KHTML, like Gecko) Version/5.1 Safari/531.7.3",
"session_id": "f40cf9ca-2e64-442d-ac85-29669506d47e",
"risk_score": 41.82,
"confidence": 0.85
}
| null | null | null | null | null |
No additional info
|
Endpoint wmi_exec /analysis/service.mp3 by gwalker No additional info
|
wmi_exec
| null | null |
gwalker
|
/analysis/service.mp3
| 770
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
675dced1-8efe-46b4-b4de-d23f877ca322
| 2025-04-13T09:04:54
|
ids_alert
|
OSSEC v3.7.0
|
high
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|high| desc=OSSEC Alert: XSS detected from 149.50.25.30 targeting N/A MITRE Technique: T1059.001
|
{
"geo_location": "Trinidad and Tobago",
"device_hash": "4b5eac07722660dca23a45364fda597a4712e21c",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/5.1)",
"session_id": "34f483a1-5760-459f-af30-d1098cec4d07",
"risk_score": 79.72,
"confidence": 0.9
}
|
149.50.25.30
|
N/A
|
XSS
|
SIG-4693
|
Recon
|
MITRE Technique: T1059.001
|
OSSEC Alert: XSS detected from 149.50.25.30 targeting N/A MITRE Technique: T1059.001
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
87d4a969-3c53-49eb-ae02-8b449cdd7204
| 2025-06-10T13:16:25
|
auth
|
AlienVault v5.7.0
|
medium
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|medium| desc=Auth timeout for eric02 via key from 10.192.27.85 No additional info
|
{
"geo_location": "Montenegro",
"device_hash": "ec8d90b8c18d626025e430d38e4ce77e8d86f6e438fbb18d6d20f81372d86b9f",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_8_3; rv:1.9.5.20) Gecko/8765-09-30 11:35:46 Firefox/7.0",
"session_id": "feaded0c-b69a-4f6d-b845-6714671545e9",
"risk_score": 48.54,
"confidence": 0.41
}
|
10.192.27.85
| null | null | null | null |
No additional info
|
Auth timeout for eric02 via key from 10.192.27.85 No additional info
|
timeout
| null | null |
eric02
| null | null | null | null | null | null | null | null | null | null |
key
|
bb:bc:49:d4:6d:11
| null | null | null | null | null |
d4a8aa35-f055-4306-b637-e1c4276dfe3d
| 2025-05-27T02:02:25
|
network
|
Darktrace v6.0.0
|
critical
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|critical| desc=Network covert_channel from 68.169.251.169 to 27.222.178.124 No additional info noise=QWx0aG91Z2gu
|
{
"geo_location": "Lithuania",
"device_hash": "2c315a0db2c9c61640d2cd6f43a5f04d2e5445f7",
"user_agent": "Opera/9.46.(X11; Linux i686; he-IL) Presto/2.9.190 Version/12.00",
"session_id": "a50027cb-c860-45f4-a89e-67ea29736cb5",
"risk_score": 68.58,
"confidence": 0.89
}
|
68.169.251.169
|
27.222.178.124
| null | null | null |
No additional info
|
Network covert_channel from 68.169.251.169 to 27.222.178.124 No additional info
|
covert_channel
| 34,455
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3267fd7d-523d-43ce-81c1-a93ff1a28141
| 2025-02-18T16:58:12
|
iot
|
LogRhythm v7.5.0
|
info
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat physical_tamper MITRE Technique: T1059.005 noise=80EBA60B
|
{
"geo_location": "Singapore",
"device_hash": "46bbfa26a9e3bb27920374606100e164",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_9 rv:2.0; hak-TW) AppleWebKit/533.21.2 (KHTML, like Gecko) Version/5.0.3 Safari/533.21.2",
"session_id": "44c0c0d7-0ba8-4a3f-a15c-10f9735cc337",
"risk_score": 54.92,
"confidence": 0.08
}
| null | null | null | null | null |
MITRE Technique: T1059.005
|
IoT device Thermostat physical_tamper MITRE Technique: T1059.005
|
physical_tamper
| null | null | null | null | null | null | null |
Thermostat
|
iot-72c58027
|
1.1
| null | null | null | null | null | null | null | null | null | null |
0d11604b-e975-4c6a-9427-663b74e2a561
| 2025-04-19T15:22:32
|
cloud
|
Elastic SIEM v8.9.0
|
info
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|cloud|info| desc=Cloud lambda_execution in OCI by chadsmith MITRE Technique: T1566.001
|
{
"geo_location": "North Korea",
"device_hash": "4f1debe25ed86a5896e603f393af8fae4717cf6d544624d4963ffec1929ec2cf",
"user_agent": "Mozilla/5.0 (Windows 98; tn-ZA; rv:1.9.2.20) Gecko/7401-04-02 06:31:47 Firefox/3.6.19",
"session_id": "13bd1736-8047-4f52-8efd-5170adc70754",
"risk_score": 12.44,
"confidence": 0.49
}
| null | null | null | null | null |
MITRE Technique: T1566.001
|
Cloud lambda_execution in OCI by chadsmith MITRE Technique: T1566.001
|
lambda_execution
| null | null |
chadsmith
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-bca2a1bc
|
174895b7-a94f-43e1-aacf-6321ac0c1167
| 2025-05-07T19:51:29
|
ai
|
Snort v2.9.20
|
high
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|high| desc=AI system fine_tuning by schmidtjennifer MITRE Technique: T1134.001 | Associated Threat Actor: APT37
|
{
"geo_location": "Pakistan",
"device_hash": "45e065a1a95de7497731005e1926c6befa0ef113",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_6_3) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/19.0.824.0 Safari/532.0",
"session_id": "72e8af04-591d-40a4-8405-e190821248f9",
"risk_score": 64.43,
"confidence": 0.36
}
| null | null | null | null | null |
MITRE Technique: T1134.001 | Associated Threat Actor: APT37
|
AI system fine_tuning by schmidtjennifer MITRE Technique: T1134.001 | Associated Threat Actor: APT37
|
fine_tuning
| null | null |
schmidtjennifer
| null | null | null | null | null | null | null | null | null | null | null | null |
model-5d0e017b
|
dc3c841ea0da44fc4390647bd98786e1d731a0e5
|
d1a5bc59359608232074f1a22236ae1a0f07e99d
| null | null |
abf84b19-ba5c-4bce-b462-a65abbbf353a
| 2025-04-24T06:53:29
|
endpoint
|
LogRhythm v7.5.0
|
medium
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint scheduled_task /police/author.wav by ksuarez MITRE Technique: T1218.011 | Unconventional IOC: GPU memory artifacts
|
{
"geo_location": "Kiribati",
"device_hash": "d074b713963c76656f3a727b8c04bb4050db586239c55b9279cf7e05eb9489a7",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; ak-GH) AppleWebKit/531.48.1 (KHTML, like Gecko) Version/3.0.5 Mobile/8B113 Safari/6531.48.1",
"session_id": "ebdba0ca-c527-4430-a175-8403e59baaa9",
"risk_score": 48.75,
"confidence": 0.49
}
| null | null | null | null | null |
MITRE Technique: T1218.011 | Unconventional IOC: GPU memory artifacts
|
Endpoint scheduled_task /police/author.wav by ksuarez MITRE Technique: T1218.011 | Unconventional IOC: GPU memory artifacts
|
scheduled_task
| null | null |
ksuarez
|
/police/author.wav
| 4,879
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f694bda3-5aa9-4897-81ca-6c47dc0bd270
| 2025-03-11T20:40:47
|
network
|
Palo Alto Cortex v3.0.0
|
critical
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|critical| desc=Network beaconing from 57.37.172.36 to 9.159.109.253 DGA domain detected
|
{
"geo_location": "Fiji",
"device_hash": "bbf337ec2fd6d0f52a03335f23bf2bbe4aaaa49f",
"user_agent": "Mozilla/5.0 (Linux; Android 4.2) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/46.0.877.0 Safari/536.0",
"session_id": "748c0242-a414-4577-8053-0fb329f5ab78",
"risk_score": 49.69,
"confidence": 0.28
}
|
57.37.172.36
|
9.159.109.253
| null | null | null |
DGA domain detected
|
Network beaconing from 57.37.172.36 to 9.159.109.253 DGA domain detected
|
beaconing
| 572,385
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5b2bfbbe-9131-4d2c-bddc-6a898c2aacba
| 2025-03-25T20:17:34
|
firewall
|
Snort v2.9.20
|
critical
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|critical| desc=Firewall deny SSH traffic from 30.65.80.94:411 to 147.215.185.51:876 No additional info
|
{
"geo_location": "Morocco",
"device_hash": "3e2395110ddb88b77a70fe67e2915f210c5a9dda",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_0 like Mac OS X; hr-HR) AppleWebKit/532.3.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B117 Safari/6532.3.4",
"session_id": "d03224ae-3b19-4e82-904e-3080ed6c0650",
"risk_score": 47.19,
"confidence": 0.04
}
|
30.65.80.94
|
147.215.185.51
| null | null | null |
No additional info
|
Firewall deny SSH traffic from 30.65.80.94:411 to 147.215.185.51:876 No additional info
|
deny
| 867,883
|
SSH
| null | null | null | null | null | null | null | null | 411
| 876
| 1,186
| null | null | null | null | null | null | null |
320bffa8-19e8-42e1-a60a-093858c89e04
| 2025-04-15T21:15:02
|
iot
|
Microsoft Sentinel v1.0.0
|
info
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat sensor_spoofing MITRE Technique: T1486
|
{
"geo_location": "Isle of Man",
"device_hash": "e6a58e16f2f228d9e865dddbbe62ff9e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 6.2; Trident/5.0)",
"session_id": "8ca9454f-66cf-451f-97e9-18e31696e3d9",
"risk_score": 75.23,
"confidence": 0.54
}
| null | null | null | null | null |
MITRE Technique: T1486
|
IoT device Thermostat sensor_spoofing MITRE Technique: T1486
|
sensor_spoofing
| null | null | null | null | null | null | null |
Thermostat
|
iot-eedb42b9
|
3.2
| null | null | null | null | null | null | null | null | null | null |
a2c06588-1db3-4854-b07b-00520851ce26
| 2025-07-04T20:50:15
|
ids_alert
|
Wazuh v4.5.0
|
critical
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ids_alert|critical| desc=Wazuh Alert: DDoS detected from 99.254.149.22 targeting 190.65.42.80 MITRE Technique: T1134.001
|
{
"geo_location": "Canada",
"device_hash": "4432de06dbf0c2778d09243929700bcf18f42deb6bb5d46304f154c321601849",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 10.0; Trident/4.0)",
"session_id": "a898b95c-7adc-472a-9630-24933f1d894b",
"risk_score": 57.19,
"confidence": 0.74
}
|
99.254.149.22
|
190.65.42.80
|
DDoS
|
SIG-1569
|
Malware
|
MITRE Technique: T1134.001
|
Wazuh Alert: DDoS detected from 99.254.149.22 targeting 190.65.42.80 MITRE Technique: T1134.001
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
13b05f4f-92e5-4826-963c-1f3a6eea239f
| 2027-06-10T04:39:06
|
firewall
|
Vectra AI v5.0.0
|
low
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|firewall|low| desc=Firewall quarantine SSH traffic from 82.34.183.145:727 to 110.244.213.168:26043 No additional info noise=main
|
{
"geo_location": "Lao People's Democratic Republic",
"device_hash": "3b9177fbdc693a383dd03cc40be38c1b499d1e50d8e9730570dd7c5d1f7e13f3",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/22.0.867.0 Safari/531.0",
"session_id": "70b804a0-dde9-4c63-a7cb-2f3440e01d6e",
"risk_score": 33.26,
"confidence": 0.02
}
|
82.34.183.145
|
110.244.213.168
| null | null | null |
No additional info
|
Firewall quarantine SSH traffic from 82.34.183.145:727 to 110.244.213.168:26043 No additional info
|
quarantine
| 922,010
|
SSH
| null | null | null | null | null | null | null | null | 727
| 26,043
| 846
| null | null | null | null | null | null | null |
e2fcea82-a55b-43bf-b821-eebe347afb88
| 2025-03-01T14:47:52
|
auth
|
OSSEC v3.7.0
|
high
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|auth|high| desc=Auth locked for xwarren via MFA from 212.28.6.208 No additional info
|
{
"geo_location": "Iceland",
"device_hash": "f6e02b1d5c7bcabfb95e1d92cb7a8d46",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_6; rv:1.9.4.20) Gecko/2351-10-31 03:36:17 Firefox/12.0",
"session_id": "bfb48885-f4ab-4dd0-bea5-28b17a1eaa53",
"risk_score": 64.25,
"confidence": 0.01
}
|
212.28.6.208
| null | null | null | null |
No additional info
|
Auth locked for xwarren via MFA from 212.28.6.208 No additional info
|
locked
| null | null |
xwarren
| null | null | null | null | null | null | null | null | null | null |
MFA
|
ae:44:7b:da:84:53
| null | null | null | null | null |
5a5207f8-6b11-47d4-b01a-e87b1aac98a0
| 2025-05-19T04:19:04
|
network
|
Carbon Black v7.8.0
|
high
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|high| desc=Network data_exfiltration from 111.183.110.51 to 136.179.138.31 MITRE Technique: T1053.005
|
{
"geo_location": "Liberia",
"device_hash": "16dad311c0c5efbd7039446c424eeb0d1aa55ced84e6325a518c88ac7b8be1c0",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_3 like Mac OS X) AppleWebKit/534.0 (KHTML, like Gecko) CriOS/59.0.804.0 Mobile/17R751 Safari/534.0",
"session_id": "b169fb45-423d-4c9a-ae16-aeda86d2e6f0",
"risk_score": 29.43,
"confidence": 0.93
}
|
111.183.110.51
|
136.179.138.31
| null | null | null |
MITRE Technique: T1053.005
|
Network data_exfiltration from 111.183.110.51 to 136.179.138.31 MITRE Technique: T1053.005
|
data_exfiltration
| 909,470
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a8097126-eb28-4e37-9bc5-1987647711cc
| 2025-07-07T07:24:22
|
auth
|
AlienVault v5.7.0
|
high
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|high| desc=Auth success for moralesamy via passwordless from 25.97.138.148 No additional info
|
{
"geo_location": "San Marino",
"device_hash": "bbfcbc00f537e56c94619f3c970f0885812d9754",
"user_agent": "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/55.0.850.0 Safari/532.1",
"session_id": "f043cc88-4a51-4c59-a8f9-90ac55648a95",
"risk_score": 42.24,
"confidence": 0.97
}
|
25.97.138.148
| null | null | null | null |
No additional info
|
Auth success for moralesamy via passwordless from 25.97.138.148 No additional info
|
success
| null | null |
moralesamy
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
83:ac:45:65:6d:5b
| null | null | null | null | null |
d9f182a4-d499-4ce9-b6f3-00339bac05f2
| 2025-03-01T09:10:58
|
network
|
Darktrace v6.0.0
|
info
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|info| desc=Network bandwidth_usage from 105.29.60.96 to 193.112.35.67 No additional info
|
{
"geo_location": "Mongolia",
"device_hash": "204d67be0fae40a114137b0b246b8a8972d2c13b",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.01; Trident/3.1)",
"session_id": "cc173f90-771b-4040-92e9-3c8a35ccff04",
"risk_score": 59.38,
"confidence": 0.54
}
|
105.29.60.96
|
193.112.35.67
| null | null | null |
No additional info
|
Network bandwidth_usage from 105.29.60.96 to 193.112.35.67 No additional info
|
bandwidth_usage
| 540,877
|
UDP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f4fb9a21-71b8-4eda-a3bb-9459f65a2e39
| 2025-05-31T23:14:38
|
iot
|
Elastic SIEM v8.9.0
|
high
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|high| desc=IoT device HVAC sensor_spoofing No additional info
|
{
"geo_location": "Kiribati",
"device_hash": "f5e81cdfcd1731de5cadf49e16299eb6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 11.0; Trident/3.0)",
"session_id": "0f60cc7c-4568-4cec-a414-eeeb4ba83a81",
"risk_score": 30.24,
"confidence": 0.92
}
| null | null | null | null | null |
No additional info
|
IoT device HVAC sensor_spoofing No additional info
|
sensor_spoofing
| null | null | null | null | null | null | null |
HVAC
|
iot-5d670003
|
3.3
| null | null | null | null | null | null | null | null | null | null |
d4c54c2a-5688-435e-b220-169a2cced952
| 2025-05-27T13:12:45
|
ids_alert
|
Splunk v9.0.2
|
medium
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|medium| desc=Splunk Alert: SQL Injection detected from 30.158.209.72 targeting 10.233.142.37 Associated Threat Actor: TA505
|
{
"geo_location": "Martinique",
"device_hash": "1299364657d6ca4ec2211339d5a69418336120a48f1278e269db06494dc351f5",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_3) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/50.0.872.0 Safari/531.2",
"session_id": "dbd18327-0c7e-4a50-b5dc-02b327e95cca",
"risk_score": 67.83,
"confidence": 0.43
}
|
30.158.209.72
|
10.233.142.37
|
SQL Injection
|
SIG-4051
|
Policy
|
Associated Threat Actor: TA505
|
Splunk Alert: SQL Injection detected from 30.158.209.72 targeting 10.233.142.37 Associated Threat Actor: TA505
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
96378c26-9e53-4484-af62-cfefc94a90fb
| 2025-07-07T04:54:14
|
ai
|
Wazuh v4.5.0
|
info
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|ai|info| desc=AI system training_data_poisoning by davismicheal No additional info
|
{
"geo_location": "Faroe Islands",
"device_hash": "a758be55230a16bedf38cc1e3d67c7c842b740ae",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/535.3.6 (KHTML, like Gecko) Version/5.0.1 Safari/535.3.6",
"session_id": "b44a2258-afd1-4c19-a365-2015c2bb2743",
"risk_score": 36.26,
"confidence": 0.07
}
| null | null | null | null | null |
No additional info
|
AI system training_data_poisoning by davismicheal No additional info
|
training_data_poisoning
| null | null |
davismicheal
| null | null | null | null | null | null | null | null | null | null | null | null |
model-2ee1f61d
|
4c8e69336b84cc362edc572ae713e079d8778a5fa454d0fb63f08e6588d2d6d2
|
21a0c56b3d5becf91f03c96e44405912911a5627b77b5bd4b60e8a9f1e9c9e70
| null | null |
26ee7f37-9556-4774-88d5-250302e35759
| 2025-01-24T21:39:20
|
auth
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|low| desc=Auth failed for greggburch via password from 198.44.21.26 No additional info
|
{
"geo_location": "Solomon Islands",
"device_hash": "82acb022cc6e3c54071a476d721cdd63d1b8927d",
"user_agent": "Opera/9.41.(X11; Linux x86_64; pa-IN) Presto/2.9.187 Version/10.00",
"session_id": "f42a0e30-52df-43dd-926e-1d2886e9aa41",
"risk_score": 53.24,
"confidence": 0.92
}
|
198.44.21.26
| null | null | null | null |
No additional info
|
Auth failed for greggburch via password from 198.44.21.26 No additional info
|
failed
| null | null |
greggburch
| null | null | null | null | null | null | null | null | null | null |
password
|
a2:85:c0:b8:21:a0
| null | null | null | null | null |
ffd7ce0f-900f-4d42-bf63-5e37c649b3f7
| 2025-06-27T00:09:52
|
firewall
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|low| desc=Firewall drop HTTP traffic from 10.28.78.195:893 to 64.33.184.181:168 Associated Threat Actor: Lazarus Group
|
{
"geo_location": "Marshall Islands",
"device_hash": "3175de415aa7df4515c6599ba9197667c3d5f78abea581c0d97051d57cb63e71",
"user_agent": "Opera/8.59.(Windows NT 6.2; wo-SN) Presto/2.9.168 Version/11.00",
"session_id": "7017f1ee-b058-457f-9fe8-622fc3f413ea",
"risk_score": 30.44,
"confidence": 0.82
}
|
10.28.78.195
|
64.33.184.181
| null | null | null |
Associated Threat Actor: Lazarus Group
|
Firewall drop HTTP traffic from 10.28.78.195:893 to 64.33.184.181:168 Associated Threat Actor: Lazarus Group
|
drop
| 610,712
|
HTTP
| null | null | null | null | null | null | null | null | 893
| 168
| 657
| null | null | null | null | null | null | null |
9a5e19e5-f4de-43ae-aa68-c9557922d3a6
| 2025-05-06T11:50:51
|
network
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|network|low| desc=Network data_exfiltration from 136.119.146.179 to 196.229.206.226 MITRE Technique: T1071.001 | Associated Threat Actor: Conti noise=TWFnYXppbmUu
|
{
"geo_location": "Chile",
"device_hash": "efa5d6f33cafb7ccc5be36bd04ce0e47",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; sid-ET; rv:1.9.1.20) Gecko/2161-04-20 20:26:13 Firefox/3.8",
"session_id": "fb9e0ac3-fbb6-4773-95be-ba8a0d06e05f",
"risk_score": 52.3,
"confidence": 0.78
}
|
136.119.146.179
|
196.229.206.226
| null | null | null |
MITRE Technique: T1071.001 | Associated Threat Actor: Conti
|
Network data_exfiltration from 136.119.146.179 to 196.229.206.226 MITRE Technique: T1071.001 | Associated Threat Actor: Conti
|
data_exfiltration
| 66,604
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
4a811324-3578-4c36-b57c-35034172a92a
| 2025-04-09T08:55:29
|
ai
|
FireEye HX v4.5.0
|
critical
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|ai|critical| desc=AI system model_inversion by hjohnson No additional info
|
{
"geo_location": "Iceland",
"device_hash": "65be276658de487e21849ccf19ca320eb12be05b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/534.42.7 (KHTML, like Gecko) Version/5.0 Safari/534.42.7",
"session_id": "d55c02ab-545a-4a60-9011-d64770395a30",
"risk_score": 53.23,
"confidence": 0.2
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by hjohnson No additional info
|
model_inversion
| null | null |
hjohnson
| null | null | null | null | null | null | null | null | null | null | null | null |
model-8db3c91b
|
7255bd779ba13cbfb26f7b178c3bf50abdd50c3fd614c4295c6dec51ddcad5a8
|
01da2e4d188d8cd61fec216473acf486884ed144
| null | null |
e08aaf30-1310-4a18-a82e-98d6810fac98
| 2025-01-31T07:24:30
|
ids_alert
|
ArcSight v7.4.0
|
emergency
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|ids_alert|emergency| desc=ArcSight Alert: DNS Tunneling detected from 21.219.41.222 targeting 10.187.26.49 No additional info
|
{
"geo_location": "United States Virgin Islands",
"device_hash": "69851d1b0778a4aca41297ea9495845539dc872bbad3dc7a77b8d8114fd3a213",
"user_agent": "Mozilla/5.0 (Windows 98; tk-TM; rv:1.9.0.20) Gecko/7399-12-18 07:38:35 Firefox/3.6.16",
"session_id": "7a3ebaaf-31b1-4af8-a7e0-b5a57a338358",
"risk_score": 52.02,
"confidence": 0.34
}
|
21.219.41.222
|
10.187.26.49
|
DNS Tunneling
|
SIG-1106
|
Recon
|
No additional info
|
ArcSight Alert: DNS Tunneling detected from 21.219.41.222 targeting 10.187.26.49 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3478f618-03be-4988-a423-0870a71b4f51
| 2024-05-26T20:13:17
|
endpoint
|
CrowdStrike v6.45.0
|
critical
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint registry_change measure by williamsashley No additional info
|
{
"geo_location": "Christmas Island",
"device_hash": "8b9be6807e8da1704d0c21143327721bcc445efbf70ffd0b069e6909632b7305",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/9208-12-28 22:33:04 Firefox/3.6.10",
"session_id": "0287f656-314b-4dc1-99d1-36dfcf167391",
"risk_score": 75.42,
"confidence": 0.42
}
| null | null | null | null | null |
No additional info
|
Endpoint registry_change measure by williamsashley No additional info
|
registry_change
| null | null |
williamsashley
|
measure
| 5,470
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
a6067e60-0044-45ee-a8b2-fbcfb65bb862
| 2025-02-19T16:13:43
|
endpoint
|
Tanium v7.4.0
|
medium
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint scheduled_task mean by barberethan No additional info
|
{
"geo_location": "Cameroon",
"device_hash": "3b0d16e26d86b39186a6040f12a5e8e9352d07666583fc0202b6b0bec7a189d0",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/533.17.1 (KHTML, like Gecko) Version/5.0 Safari/533.17.1",
"session_id": "5656b1a1-93c8-4d6c-af33-4cda8d81a546",
"risk_score": 32.06,
"confidence": 0.85
}
| null | null | null | null | null |
No additional info
|
Endpoint scheduled_task mean by barberethan No additional info
|
scheduled_task
| null | null |
barberethan
|
mean
| 5,372
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7960c57f-16b5-4458-ad7e-a2cc34b5f4fb
| 2025-03-04T21:42:12
|
ids_alert
|
Tanium v7.4.0
|
critical
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|critical| desc=Tanium Alert: SQL Injection detected from 101.216.35.98 targeting N/A MITRE Technique: T1053.005 noise=explore
|
{
"geo_location": "Kazakhstan",
"device_hash": "e4e6de33a07319468624c87778eab652baa0b20afb115e2cc56cd934fc208c0d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Trident/3.1)",
"session_id": "3227a7b7-cb2f-43eb-8578-76c647cefa62",
"risk_score": 100,
"confidence": 0.06
}
|
101.216.35.98
|
N/A
|
SQL Injection
|
SIG-5381
|
Recon
|
MITRE Technique: T1053.005
|
Tanium Alert: SQL Injection detected from 101.216.35.98 targeting N/A 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 |
d27862a3-7c50-4bbc-83ee-165ece072556
| 2025-04-26T13:31:44
|
auth
|
Wazuh v4.5.0
|
info
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|info| desc=Auth locked for lopezbrittany via SAML from 10.152.163.171 Credential stuffing pattern detected
|
{
"geo_location": "Burkina Faso",
"device_hash": "4f359a589b923378628c1655800c1f3b",
"user_agent": "Opera/9.37.(Windows NT 5.1; lv-LV) Presto/2.9.180 Version/12.00",
"session_id": "b0191f58-b996-44fc-84ba-a4e3f25a5a05",
"risk_score": 38.07,
"confidence": 0.22
}
|
10.152.163.171
| null | null | null | null |
Credential stuffing pattern detected
|
Auth locked for lopezbrittany via SAML from 10.152.163.171 Credential stuffing pattern detected
|
locked
| null | null |
lopezbrittany
| null | null | null | null | null | null | null | null | null | null |
SAML
|
af:8e:3e:5b:30:d4
| null | null | null | null | null |
d2916b81-7f44-4a80-9b3a-f8554f368357
| 2025-01-25T07:52:39
|
cloud
|
Vectra AI v5.0.0
|
low
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|low| desc=Cloud instance_creation in Azure by sweber No additional info
|
{
"geo_location": "Saint Martin",
"device_hash": "aaab947f634ebf9456339f0afff7a0e8c671e48fff1415c252a8022b3234e979",
"user_agent": "Opera/9.96.(X11; Linux x86_64; lt-LT) Presto/2.9.189 Version/11.00",
"session_id": "8fb5c214-925d-401e-b404-0d2031c685f3",
"risk_score": 65.61,
"confidence": 0.93
}
| null | null | null | null | null |
No additional info
|
Cloud instance_creation in Azure by sweber No additional info
|
instance_creation
| null | null |
sweber
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-dda1a182
|
fddbac00-db1e-439c-a5c0-eb06fdd942cc
| 2025-04-27T21:23:16
|
iot
|
Vectra AI v5.0.0
|
critical
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera unusual_activity No additional info
|
{
"geo_location": "South Georgia and the South Sandwich Islands",
"device_hash": "e1ed1231a09eb0f920b1e4cbab4a9d0531048e10",
"user_agent": "Opera/8.30.(Windows NT 4.0; mr-IN) Presto/2.9.178 Version/10.00",
"session_id": "d5bfd8c6-a585-4e39-be4a-cc2d0d032301",
"risk_score": 47.25,
"confidence": 0.65
}
| null | null | null | null | null |
No additional info
|
IoT device Camera unusual_activity No additional info
|
unusual_activity
| null | null | null | null | null | null | null |
Camera
|
iot-471877af
|
2.7
| null | null | null | null | null | null | null | null | null | null |
ba9216c1-22c6-44cd-b02a-03e16605b22f
| 2025-06-10T15:50:31
|
iot
|
Microsoft Sentinel v1.0.0
|
critical
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera firmware_update MITRE Technique: T1486
|
{
"geo_location": "Croatia",
"device_hash": "9a9b083c3f069649c9027226d29a22cc",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/5.1)",
"session_id": "b7bedccb-8f5b-4a66-b815-ed19f9abca15",
"risk_score": 55.83,
"confidence": 0.94
}
| null | null | null | null | null |
MITRE Technique: T1486
|
IoT device Camera firmware_update MITRE Technique: T1486
|
firmware_update
| null | null | null | null | null | null | null |
Camera
|
iot-c6c45088
|
2.9
| null | null | null | null | null | null | null | null | null | null |
826ea17f-75c1-45f3-b770-a9b7f7cf9f90
| 2025-01-25T02:44:57
|
ai
|
AlienVault v5.7.0
|
high
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|high| desc=AI system membership_inference by jason84 No additional info
|
{
"geo_location": "Lao People's Democratic Republic",
"device_hash": "00bf4af1df4e613b833424c2f2f4625a",
"user_agent": "Mozilla/5.0 (Windows NT 11.0; ve-ZA; rv:1.9.0.20) Gecko/5145-04-18 21:07:47 Firefox/3.6.16",
"session_id": "886c5dc0-ce06-499f-a739-b3dec0379b66",
"risk_score": 46.54,
"confidence": 0.28
}
| null | null | null | null | null |
No additional info
|
AI system membership_inference by jason84 No additional info
|
membership_inference
| null | null |
jason84
| null | null | null | null | null | null | null | null | null | null | null | null |
model-44c952da
|
b5ccb57b8d11bbc04e5d8209641d1559983305a5
|
6930c6c825f2728de6fecf3319cab8b0
| null | null |
1c1f136c-8979-4823-a2ad-6d43c7ceea31
| 2025-05-04T20:03:52
|
firewall
|
Zeek v5.0.0
|
low
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|low| desc=Firewall deny RDP traffic from 163.235.96.118:61482 to 10.20.176.0:333 MITRE Technique: T1059.001
|
{
"geo_location": "Netherlands",
"device_hash": "670a1941aebf2168e799e5ca78d09bcc66bc7472",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.2; Trident/3.0)",
"session_id": "f6e1d0d6-eb23-4090-98cb-3a38eb345a7c",
"risk_score": 46.83,
"confidence": 0.93
}
|
163.235.96.118
|
10.20.176.0
| null | null | null |
MITRE Technique: T1059.001
|
Firewall deny RDP traffic from 163.235.96.118:61482 to 10.20.176.0:333 MITRE Technique: T1059.001
|
deny
| 768,293
|
RDP
| null | null | null | null | null | null | null | null | 61,482
| 333
| 3,408
| null | null | null | null | null | null | null |
2d729726-1d88-482a-940f-9e14629312b1
| 2025-05-12T12:06:41
|
network
|
Splunk v9.0.2
|
critical
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|network|critical| desc=Network connection from 85.0.60.69 to 17.137.23.164 No additional info
|
{
"geo_location": "North Korea",
"device_hash": "8f453d2dbf15187577c5215bea52aede1b5e9112",
"user_agent": "Opera/9.13.(X11; Linux x86_64; lzh-TW) Presto/2.9.171 Version/12.00",
"session_id": "b9e6f97c-655b-4eda-be60-aaed77012fda",
"risk_score": 10.88,
"confidence": 0.98
}
|
85.0.60.69
|
17.137.23.164
| null | null | null |
No additional info
|
Network connection from 85.0.60.69 to 17.137.23.164 No additional info
|
connection
| 700,702
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
6293040f-bca8-491a-b4f9-993cf67bd002
| 2025-04-14T23:51:39
|
ids_alert
|
Elastic SIEM v8.9.0
|
high
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|high| desc=Elastic SIEM Alert: DNS Tunneling detected from 135.61.229.23 targeting N/A Associated Threat Actor: APT29 | Zero-day exploit pattern detected
|
{
"geo_location": "Yemen",
"device_hash": "20dbb8d5b40bcd4651561a6d69761f88",
"user_agent": "Mozilla/5.0 (Windows NT 11.0) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/52.0.887.0 Safari/535.0",
"session_id": "89de16a7-d425-4d20-89ca-12d651eb2b30",
"risk_score": 82.11,
"confidence": 0.81
}
|
135.61.229.23
|
N/A
|
DNS Tunneling
|
SIG-1858
|
Evasion
|
Associated Threat Actor: APT29 | Zero-day exploit pattern detected
|
Elastic SIEM Alert: DNS Tunneling detected from 135.61.229.23 targeting N/A Associated Threat Actor: APT29 | 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 |
e5b3fba1-af5b-4892-9069-ab1d3a37dcb2
| 2025-06-12T21:39:39
|
auth
|
AlienVault v5.7.0
|
medium
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|auth|medium| desc=Auth success for willie98 via MFA from 126.226.172.205 No additional info
|
{
"geo_location": "Turks and Caicos Islands",
"device_hash": "a704c949f0607660ff8d4d0e6d02334d",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_2 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) CriOS/54.0.889.0 Mobile/44P517 Safari/532.0",
"session_id": "c5a0cfe6-0ee0-46c0-9646-cca49160b7a9",
"risk_score": 49.8,
"confidence": 0.97
}
|
126.226.172.205
| null | null | null | null |
No additional info
|
Auth success for willie98 via MFA from 126.226.172.205 No additional info
|
success
| null | null |
willie98
| null | null | null | null | null | null | null | null | null | null |
MFA
|
85:a7:0b:8d:87:9d
| null | null | null | null | null |
aed9caa6-8440-41f7-bdbf-fdb754586610
| 2025-06-01T23:26:53
|
ai
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|low| desc=AI system model_inversion by samanthapeterson No additional info
|
{
"geo_location": "Suriname",
"device_hash": "f208ede95154cebc9fc97c3f0cc2701f",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_12_5; rv:1.9.3.20) Gecko/5163-10-06 15:48:52 Firefox/12.0",
"session_id": "7ac4c460-e372-4998-bcb3-36ca0372644c",
"risk_score": 73.48,
"confidence": 0.23
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by samanthapeterson No additional info
|
model_inversion
| null | null |
samanthapeterson
| null | null | null | null | null | null | null | null | null | null | null | null |
model-627bed57
|
940b405d87f39fbbbb885e839768334698c2954a89798413eb2698ba6a50d9ab
|
f88641f24bd1668106b23e56d80f237c2f97db53
| null | null |
4b9bc091-37e5-49c0-9784-f9ccf9c17553
| 2025-05-22T20:19:09
|
ids_alert
|
Splunk v9.0.2
|
medium
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|medium| desc=Splunk Alert: Container Escape detected from 221.108.158.195 targeting 78.255.86.211 No additional info
|
{
"geo_location": "Croatia",
"device_hash": "c715d7c7c65978025a1eae35d56da504",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/3.1)",
"session_id": "833af1b3-09fe-414d-b493-8760f34b5605",
"risk_score": 36.01,
"confidence": 0.09
}
|
221.108.158.195
|
78.255.86.211
|
Container Escape
|
SIG-5671
|
Evasion
|
No additional info
|
Splunk Alert: Container Escape detected from 221.108.158.195 targeting 78.255.86.211 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b7ff7046-2327-4d95-9585-310f77fc0f85
| 2025-01-29T14:45:15
|
endpoint
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|endpoint|low| desc=Endpoint persistence_mechanism figure by jimmymoore MITRE Technique: T1486
|
{
"geo_location": "Heard Island and McDonald Islands",
"device_hash": "173fead74bd007241cc25631a4e1e2ae22389714",
"user_agent": "Mozilla/5.0 (Android 5.1; Mobile; rv:51.0) Gecko/51.0 Firefox/51.0",
"session_id": "6f7b7f73-5653-4524-9149-2654060124c6",
"risk_score": 81.38,
"confidence": 0.31
}
| null | null | null | null | null |
MITRE Technique: T1486
|
Endpoint persistence_mechanism figure by jimmymoore MITRE Technique: T1486
|
persistence_mechanism
| null | null |
jimmymoore
|
figure
| 2,309
|
powershell.exe
|
{
"baseline_deviation": 0.94,
"entropy": 5.71,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
cfd199b4-a080-41a4-adfe-b4fa335927c4
| 2025-02-13T14:11:46
|
iot
|
Suricata v6.0.10
|
high
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|high| desc=IoT device HVAC firmware_update No additional info
|
{
"geo_location": "Christmas Island",
"device_hash": "dcee325147cef2608280580665f3b0dbbee15423",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; sv-FI) AppleWebKit/533.45.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B112 Safari/6533.45.4",
"session_id": "6cf6f709-5a35-42d2-8872-3566efa6009e",
"risk_score": 44.47,
"confidence": 0.35
}
| null | null | null | null | null |
No additional info
|
IoT device HVAC firmware_update No additional info
|
firmware_update
| null | null | null | null | null | null | null |
HVAC
|
iot-9e625c5f
|
4.8
| null | null | null | null | null | null | null | null | null | null |
929eb27f-6568-44ec-9c24-9ef3457954ab
| 2025-04-09T16:49:16
|
firewall
|
FireEye HX v4.5.0
|
medium
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall inspect HTTP traffic from 167.181.63.133:931 to 24.62.183.115:813 No additional info
|
{
"geo_location": "Macao",
"device_hash": "3075af64061188e8fe4c8bef34ae16ab",
"user_agent": "Opera/9.25.(X11; Linux x86_64; kk-KZ) Presto/2.9.163 Version/12.00",
"session_id": "f3216a09-4ac9-42dc-a4b2-02de5defdd77",
"risk_score": 59.5,
"confidence": 0.6
}
|
167.181.63.133
|
24.62.183.115
| null | null | null |
No additional info
|
Firewall inspect HTTP traffic from 167.181.63.133:931 to 24.62.183.115:813 No additional info
|
inspect
| 183,144
|
HTTP
| null | null | null | null | null | null | null | null | 931
| 813
| 3,187
| null | null | null | null | null | null | null |
5260ec37-a26e-42dd-b939-9d569bcd22a9
| 2025-03-19T12:56:45
|
auth
|
Carbon Black v7.8.0
|
low
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|auth|low| desc=Auth failed for rgeorge via passwordless from 33.141.210.148 MITRE Technique: T1110.003 | Credential stuffing pattern detected
|
{
"geo_location": "Germany",
"device_hash": "cf756cf337a0208fab7ea10e40708848020fa02d",
"user_agent": "Mozilla/5.0 (Windows NT 11.0) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/50.0.825.0 Safari/534.2",
"session_id": "e5ad6441-db2c-4778-abc1-1b6474fe426b",
"risk_score": 66.94,
"confidence": 0.48
}
|
33.141.210.148
| null | null | null | null |
MITRE Technique: T1110.003 | Credential stuffing pattern detected
|
Auth failed for rgeorge via passwordless from 33.141.210.148 MITRE Technique: T1110.003 | Credential stuffing pattern detected
|
failed
| null | null |
rgeorge
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
bd:08:17:74:f9:7a
| null | null | null | null | null |
4695d217-9a83-4d8e-8b72-1902849b6ac1
| 2025-02-02T19:52:49
|
auth
|
Elastic SIEM v8.9.0
|
info
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|info| desc=Auth locked for tdaniel via biometric from 99.195.125.219 MITRE Technique: T1218.011
|
{
"geo_location": "Myanmar",
"device_hash": "727c45b7312a589b43af39bfa576e93f",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_4 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) FxiOS/9.4z7375.0 Mobile/45W850 Safari/535.0",
"session_id": "b7c243d2-ac2b-4176-aaed-3893e3608b3b",
"risk_score": 65.28,
"confidence": 0.2
}
|
99.195.125.219
| null | null | null | null |
MITRE Technique: T1218.011
|
Auth locked for tdaniel via biometric from 99.195.125.219 MITRE Technique: T1218.011
|
locked
| null | null |
tdaniel
| null | null | null |
{
"baseline_deviation": 1.59,
"entropy": 3.72,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null |
biometric
|
e8:e7:ec:61:b1:81
| null | null | null | null | null |
d889f269-f8f7-41e5-9ce8-9f5b6d295166
| 2025-05-10T01:55:19
|
cloud
|
Tanium v7.4.0
|
low
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|low| desc=Cloud api_abuse in Azure by wsmith Cross-tenant access detected noise=UXVpdGUu
|
{
"geo_location": "Monaco",
"device_hash": "06517a6688af9e356fe1d7fca52797b6",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2.1) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/20.0.879.0 Safari/534.1",
"session_id": "46524117-26d8-4ac8-b1d6-2bf546de7bcb",
"risk_score": 33.19,
"confidence": 0.26
}
| null | null | null | null | null |
Cross-tenant access detected
|
Cloud api_abuse in Azure by wsmith Cross-tenant access detected
|
api_abuse
| null | null |
wsmith
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-a5ddec21
|
b750f68b-460c-4813-a0b4-737ed7c03425
| 2025-01-14T04:38:07
|
cloud
|
Carbon Black v7.8.0
|
low
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|cloud|low| desc=Cloud lambda_execution in GCP by icampbell No additional info noise=Q29uY2Vybi4=
|
{
"geo_location": "Iraq",
"device_hash": "fecdecadc11ae7689c7bd14a260d834077e52fea",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/3053-04-13 10:53:13 Firefox/4.0",
"session_id": "385bba39-084e-402a-97dd-ce1bf0b0825e",
"risk_score": 18.86,
"confidence": 0.79
}
| null | null | null | null | null |
No additional info
|
Cloud lambda_execution in GCP by icampbell No additional info
|
lambda_execution
| null | null |
icampbell
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-51e9c24d
|
e1b5fe40-4715-4d24-aa71-df0fbd9e3e4d
| 2025-05-29T09:16:27
|
network
|
Palo Alto Cortex v3.0.0
|
medium
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|medium| desc=Network beaconing from 208.112.53.28 to 101.27.254.231 Unconventional IOC: Quantum random number deviations
|
{
"geo_location": "Iran",
"device_hash": "6da4719f920e4d2721d47324c2b86daf76e0b203",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 95; Trident/3.0)",
"session_id": "62ae72ec-57f4-4e21-8a82-2a4161feada4",
"risk_score": 27.74,
"confidence": 0.1
}
|
208.112.53.28
|
101.27.254.231
| null | null | null |
Unconventional IOC: Quantum random number deviations
|
Network beaconing from 208.112.53.28 to 101.27.254.231 Unconventional IOC: Quantum random number deviations
|
beaconing
| 323,870
|
TCP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
5fdc3097-eebd-4c86-99c0-d80a80c46304
| 2025-03-06T19:00:32
|
iot
|
Tanium v7.4.0
|
high
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|high| desc=IoT device Medical unusual_activity MITRE Technique: T1543.003 noise=QWJsZS4=
|
{
"geo_location": "Turks and Caicos Islands",
"device_hash": "1143e8c304287de8dc64f799dc62174fc97794b82997fb179d1c6c382bf249b0",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/35.0.817.0 Safari/533.1",
"session_id": "450f2f8c-3196-4d1b-9835-30e8c0cd3d41",
"risk_score": 42.05,
"confidence": 0.93
}
| null | null | null | null | null |
MITRE Technique: T1543.003
|
IoT device Medical unusual_activity MITRE Technique: T1543.003
|
unusual_activity
| null | null | null | null | null | null | null |
Medical
|
iot-c16dcbce
|
3.1
| null | null | null | null | null | null | null | null | null | null |
3f46372a-80be-4f6d-bf4b-5a81200bf941
| 2025-05-12T17:08:51
|
auth
|
Elastic SIEM v8.9.0
|
info
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|auth|info| desc=Auth challenge for coreyalexander via SAML from 122.142.4.7 No additional info
|
{
"geo_location": "Denmark",
"device_hash": "b277bd581f867759a9543dd40833445d44ba3abb",
"user_agent": "Mozilla/5.0 (Android 2.3.7; Mobile; rv:45.0) Gecko/45.0 Firefox/45.0",
"session_id": "97a29b87-c42a-41bf-8ab1-216da1ad2c0f",
"risk_score": 77.19,
"confidence": 0.13
}
|
122.142.4.7
| null | null | null | null |
No additional info
|
Auth challenge for coreyalexander via SAML from 122.142.4.7 No additional info
|
challenge
| null | null |
coreyalexander
| null | null | null | null | null | null | null | null | null | null |
SAML
|
a2:64:fe:a3:48:19
| null | null | null | null | null |
1b6d33db-9a64-4719-81ce-85f056aa4bc3
| 2025-05-04T15:45:59
|
auth
|
CrowdStrike v6.45.0
|
high
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|high| desc=Auth challenge for wlarson via password from 32.168.32.102 MITRE Technique: T1190
|
{
"geo_location": "Cyprus",
"device_hash": "fd6794176837ec30f4c91fffd5d989ba7a8366ec03dcb431467cbe982a36e9ae",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_2 like Mac OS X; so-DJ) AppleWebKit/531.28.2 (KHTML, like Gecko) Version/4.0.5 Mobile/8B114 Safari/6531.28.2",
"session_id": "9316ec41-a835-488e-a12c-349ec2c80419",
"risk_score": 71.45,
"confidence": 0.82
}
|
32.168.32.102
| null | null | null | null |
MITRE Technique: T1190
|
Auth challenge for wlarson via password from 32.168.32.102 MITRE Technique: T1190
|
challenge
| null | null |
wlarson
| null | null | null | null | null | null | null | null | null | null |
password
|
ce:68:c3:96:bb:82
| null | null | null | null | null |
ea5efc97-2b76-42ab-a0d4-1f20e5ee3ea5
| 2025-03-29T02:30:19
|
firewall
|
ArcSight v7.4.0
|
low
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|firewall|low| desc=Firewall drop HTTP traffic from 160.169.65.61:860 to 11.94.176.53:375 No additional info
|
{
"geo_location": "Brazil",
"device_hash": "0d2f9e521d6f8c3e9ffc411ff4090853",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_0 rv:4.0; lzh-TW) AppleWebKit/532.17.3 (KHTML, like Gecko) Version/5.0.5 Safari/532.17.3",
"session_id": "2faa4fa8-2a85-42e9-91ec-56cf21f05a86",
"risk_score": 51.03,
"confidence": 0.64
}
|
160.169.65.61
|
11.94.176.53
| null | null | null |
No additional info
|
Firewall drop HTTP traffic from 160.169.65.61:860 to 11.94.176.53:375 No additional info
|
drop
| 209,308
|
HTTP
| null | null | null | null | null | null | null | null | 860
| 375
| 1,959
| null | null | null | null | null | null | null |
10284b86-9978-4a2f-92b0-de51a58322cc
| 2025-04-27T02:16:03
|
endpoint
|
FireEye HX v4.5.0
|
critical
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint memory_injection run by imiller No additional info
|
{
"geo_location": "Slovenia",
"device_hash": "a4b6574ebdee03fac0f9f4da73057398",
"user_agent": "Opera/8.47.(X11; Linux i686; tig-ER) Presto/2.9.188 Version/12.00",
"session_id": "34096070-7d22-4c4b-abc5-44b7ffa0712e",
"risk_score": 47,
"confidence": 0.51
}
| null | null | null | null | null |
No additional info
|
Endpoint memory_injection run by imiller No additional info
|
memory_injection
| null | null |
imiller
|
run
| 4,096
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3cc509de-ed1b-42bc-92b6-901417647ddf
| 2025-02-23T19:42:33
|
auth
|
Suricata v6.0.10
|
low
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|low| desc=Auth locked for katrina43 via password from 10.195.201.209 No additional info noise=U3RhZmYu
|
{
"geo_location": "Tokelau",
"device_hash": "2393688479fd86c272b160e19644f2c3340b595f",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_7_7 rv:6.0; si-LK) AppleWebKit/535.22.1 (KHTML, like Gecko) Version/4.1 Safari/535.22.1",
"session_id": "c4df4e4c-497d-44c8-81a5-32b99fecd1c2",
"risk_score": 64.08,
"confidence": 0.05
}
|
10.195.201.209
| null | null | null | null |
No additional info
|
Auth locked for katrina43 via password from 10.195.201.209 No additional info
|
locked
| null | null |
katrina43
| null | null | null | null | null | null | null | null | null | null |
password
|
e0:62:15:99:67:4d
| null | null | null | null | null |
89b4d2e8-4957-4fb9-bad2-153b0e1d8d74
| 2025-04-18T07:13:56
|
cloud
|
Tanium v7.4.0
|
critical
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|cloud|critical| desc=Cloud instance_creation in GCP by pnewman MITRE Technique: T1204.002
|
{
"geo_location": "Wallis and Futuna",
"device_hash": "b73f70124d3e28493a26332246186d5aa78c19100bb0fe2c3907c83c1b44d13a",
"user_agent": "Opera/9.95.(X11; Linux x86_64; lg-UG) Presto/2.9.178 Version/12.00",
"session_id": "0d81e0b8-9972-4b3a-9bd1-82cfccd014b7",
"risk_score": 58.15,
"confidence": 0.59
}
| null | null | null | null | null |
MITRE Technique: T1204.002
|
Cloud instance_creation in GCP by pnewman MITRE Technique: T1204.002
|
instance_creation
| null | null |
pnewman
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-08180622
|
52e8d3f9-e891-419c-b7da-c20bed53447f
| 2025-03-28T14:33:58
|
iot
|
Splunk v9.0.2
|
medium
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|medium| desc=IoT device Sensor battery_drain No additional info
|
{
"geo_location": "Montenegro",
"device_hash": "ad9c74ac59aaa172b7a50b30d740bafbdfea641c",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/531.35.6 (KHTML, like Gecko) Version/4.0.5 Safari/531.35.6",
"session_id": "46d3de41-c917-4871-ab58-45f4d70e024f",
"risk_score": 12.31,
"confidence": 0.29
}
| null | null | null | null | null |
No additional info
|
IoT device Sensor battery_drain No additional info
|
battery_drain
| null | null | null | null | null | null | null |
Sensor
|
iot-f40f1536
|
8.7
| null | null | null | null | null | null | null | null | null | null |
6cfb98a2-6a96-48a7-9111-a9944d6eea01
| 2025-05-08T08:31:10
|
ai
|
LogRhythm v7.5.0
|
high
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|high| desc=AI system model_inversion by patricia01 MITRE Technique: T1053.005
|
{
"geo_location": "Sierra Leone",
"device_hash": "31ad14001cc1dede1ec08aa8361b3f0b96f6f271",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 8_4_1 like Mac OS X) AppleWebKit/532.2 (KHTML, like Gecko) FxiOS/13.1k1223.0 Mobile/62H871 Safari/532.2",
"session_id": "82019e1e-c644-4fe5-84e7-c43f3358e2fd",
"risk_score": 23.59,
"confidence": 0.48
}
| null | null | null | null | null |
MITRE Technique: T1053.005
|
AI system model_inversion by patricia01 MITRE Technique: T1053.005
|
model_inversion
| null | null |
patricia01
| null | null | null | null | null | null | null | null | null | null | null | null |
model-b9777d72
|
e6d5ce0538f9a36b56f493cff926b59b6e14fae8
|
943f6eae81d57337b78362b3228de39ccf43833a
| null | null |
4117bf28-d989-40e0-b4e2-e05b1a8a96ff
| 2025-04-08T08:18:18
|
firewall
|
FireEye HX v4.5.0
|
high
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|high| desc=Firewall log-only TCP traffic from 221.39.21.18:47357 to 103.162.128.107:309 No additional info noise=explore/tag
|
{
"geo_location": "Niue",
"device_hash": "9b4bc1e9cb2426e332ac58f75e2211c397204380",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 95) AppleWebKit/531.3.1 (KHTML, like Gecko) Version/4.0.3 Safari/531.3.1",
"session_id": "211f8c73-bc46-4478-88b7-1d0cc6dcea54",
"risk_score": 55.26,
"confidence": 0.8
}
|
221.39.21.18
|
103.162.128.107
| null | null | null |
No additional info
|
Firewall log-only TCP traffic from 221.39.21.18:47357 to 103.162.128.107:309 No additional info
|
log-only
| 293,165
|
TCP
| null | null | null | null | null | null | null | null | 47,357
| 309
| 3,590
| null | null | null | null | null | null | null |
981f2dbc-09c5-479b-a1b0-b1923ade2a1b
| 2025-05-31T14:50:13
|
network
|
Carbon Black v7.8.0
|
high
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|network|high| desc=Network bandwidth_usage from 10.181.198.75 to 17.14.165.78 No additional info
|
{
"geo_location": "Thailand",
"device_hash": "d810a6c7928a2a5960a5ec146b90fe38",
"user_agent": "Opera/9.49.(Windows NT 6.2; mr-IN) Presto/2.9.168 Version/11.00",
"session_id": "0e289b30-49ec-4b81-9fb3-f5ee10ade2dc",
"risk_score": 50.93,
"confidence": 0.66
}
|
10.181.198.75
|
17.14.165.78
| null | null | null |
No additional info
|
Network bandwidth_usage from 10.181.198.75 to 17.14.165.78 No additional info
|
bandwidth_usage
| 101,524
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ddc3c848-866c-4506-891c-20294b8ecf31
| 2025-02-14T17:00:50
|
endpoint
|
OSSEC v3.7.0
|
high
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|endpoint|high| desc=Endpoint persistence_mechanism /book/piece.txt by jwilliams No additional info
|
{
"geo_location": "Isle of Man",
"device_hash": "4681d2ef91929a3b7fc9c35137e3c91a",
"user_agent": "Mozilla/5.0 (Windows NT 11.0; ml-IN; rv:1.9.1.20) Gecko/3528-10-25 12:02:44 Firefox/3.6.13",
"session_id": "7d105bcd-9a14-44d1-878c-ffc682dffa11",
"risk_score": 69.02,
"confidence": 0.11
}
| null | null | null | null | null |
No additional info
|
Endpoint persistence_mechanism /book/piece.txt by jwilliams No additional info
|
persistence_mechanism
| null | null |
jwilliams
|
/book/piece.txt
| 6,163
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
598af71d-2818-494a-a35b-c1a0e5df24e2
| 2025-01-24T19:48:22
|
cloud
|
AlienVault v5.7.0
|
high
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|high| desc=Cloud shadow_it in Azure by walkergregory No additional info
|
{
"geo_location": "Cocos (Keeling) Islands",
"device_hash": "86595150d4e99e643a39989110b7abdbda5755c0",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_1_2 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) CriOS/39.0.802.0 Mobile/37D109 Safari/533.2",
"session_id": "1a0846a0-f41e-4e60-ac73-2efe7bfe8852",
"risk_score": 49.01,
"confidence": 0.61
}
| null | null | null | null | null |
No additional info
|
Cloud shadow_it in Azure by walkergregory No additional info
|
shadow_it
| null | null |
walkergregory
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-6499eda7
|
64ced26b-9b82-45b3-9af2-0f9a1c347b84
| 2025-02-10T13:53:58
|
network
|
Palo Alto Cortex v3.0.0
|
medium
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|medium| desc=Network latency_spike from 135.231.161.119 to 85.31.115.227 No additional info
|
{
"geo_location": "Somalia",
"device_hash": "0c3c889444696ae125b1fc25a150abac",
"user_agent": "Mozilla/5.0 (X11; Linux i686; rv:1.9.6.20) Gecko/6816-10-21 20:01:13 Firefox/3.6.16",
"session_id": "66bfe578-4d9b-45cb-b86c-e5177fe72ebc",
"risk_score": 54.71,
"confidence": 0.94
}
|
135.231.161.119
|
85.31.115.227
| null | null | null |
No additional info
|
Network latency_spike from 135.231.161.119 to 85.31.115.227 No additional info
|
latency_spike
| 582,215
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b2abba96-827a-42a3-908c-257dc6986ec2
| 2025-05-16T21:40:30
|
cloud
|
QRadar v7.5.0
|
medium
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud container_escape in AWS by gomezhannah No additional info
|
{
"geo_location": "Afghanistan",
"device_hash": "b42a065c8079ac4aaaa0021474b75ee6",
"user_agent": "Opera/8.95.(X11; Linux i686; lij-IT) Presto/2.9.173 Version/11.00",
"session_id": "c238193d-31ad-4fe3-b36f-ddb75b49bdc8",
"risk_score": 54.05,
"confidence": 0.91
}
| null | null | null | null | null |
No additional info
|
Cloud container_escape in AWS by gomezhannah No additional info
|
container_escape
| null | null |
gomezhannah
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-f19ffa93
|
054c83ac-11c6-42f6-b94d-efcacdc5d8b2
| 2025-03-04T07:40:13
|
firewall
|
Darktrace v6.0.0
|
medium
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only ICMP traffic from 10.211.225.160:435 to 113.180.227.216:617 No additional info
|
{
"geo_location": "Portugal",
"device_hash": "f873ea173340c90543de0c25fe14f495691cd1a7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/5.0)",
"session_id": "b28961d5-5400-44a2-946f-30e127b12201",
"risk_score": 35.22,
"confidence": 0.04
}
|
10.211.225.160
|
113.180.227.216
| null | null | null |
No additional info
|
Firewall log-only ICMP traffic from 10.211.225.160:435 to 113.180.227.216:617 No additional info
|
log-only
| 962,268
|
ICMP
| null | null | null | null | null | null | null | null | 435
| 617
| 2,819
| null | null | null | null | null | null | null |
4cdb1823-da7f-49a8-97cd-0002d4f18e9c
| 2025-03-29T14:30:37
|
iot
|
AlienVault v5.7.0
|
low
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|iot|low| desc=IoT device Medical battery_drain No additional info
|
{
"geo_location": "Yemen",
"device_hash": "85dbb9dd697a49e9393999faef3acbeb70e1db02",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) CriOS/58.0.843.0 Mobile/39C368 Safari/534.2",
"session_id": "e9d76f56-50e5-4941-b7a2-b9aedd1e84a9",
"risk_score": 42.84,
"confidence": 0.51
}
| null | null | null | null | null |
No additional info
|
IoT device Medical battery_drain No additional info
|
battery_drain
| null | null | null | null | null | null | null |
Medical
|
iot-e6a94a94
|
10.8
| null | null | null | null | null | null | null | null | null | null |
735062e8-f18a-4bbf-ae2f-3d678619139f
| 2025-06-20T13:40:16
|
endpoint
|
Elastic SIEM v8.9.0
|
high
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|endpoint|high| desc=Endpoint service_install green by aprilhamilton No additional info noise=AAE02B30
|
{
"geo_location": "Bangladesh",
"device_hash": "d0b3c2b4f7420f4e608e554af722c47e",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_5_7) AppleWebKit/533.1 (KHTML, like Gecko) Chrome/39.0.820.0 Safari/533.1",
"session_id": "f1e96046-cea6-459f-97ed-d8166f44cf45",
"risk_score": 23.05,
"confidence": 0.94
}
| null | null | null | null | null |
No additional info
|
Endpoint service_install green by aprilhamilton No additional info
|
service_install
| null | null |
aprilhamilton
|
green
| 6,533
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
276ef0a1-8554-4d1b-9d5c-5ac9fc2aec7b
| 2025-05-04T01:46:14
|
ids_alert
|
Tanium v7.4.0
|
emergency
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|emergency| desc=Tanium Alert: DDoS detected from 55.130.77.17 targeting 107.158.127.110 No additional info
|
{
"geo_location": "Djibouti",
"device_hash": "97a2de22213009349fe50218e30bfb04997384eb",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_4 rv:2.0; my-MM) AppleWebKit/533.7.5 (KHTML, like Gecko) Version/4.0.5 Safari/533.7.5",
"session_id": "4b4b4c7c-ebb6-49cc-8482-0ec7885c83c5",
"risk_score": 71.09,
"confidence": 0.47
}
|
55.130.77.17
|
107.158.127.110
|
DDoS
|
SIG-6246
|
Recon
|
No additional info
|
Tanium Alert: DDoS detected from 55.130.77.17 targeting 107.158.127.110 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c7eaa63b-41b9-4f8b-8985-9674fa882fac
| 2025-06-29T11:28:39
|
iot
|
CrowdStrike v6.45.0
|
high
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|high| desc=IoT device Medical sensor_spoofing MITRE Technique: T1486
|
{
"geo_location": "Niger",
"device_hash": "84751d07a74bdca62f136cb0b77f1692ed3fbbcee39397df8f1c385e13882ab8",
"user_agent": "Mozilla/5.0 (Linux; Android 4.2) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/39.0.860.0 Safari/532.0",
"session_id": "0a97bec7-6687-4f62-9bb2-7d371f0d5a39",
"risk_score": 20.82,
"confidence": 0.14
}
| null | null | null | null | null |
MITRE Technique: T1486
|
IoT device Medical sensor_spoofing MITRE Technique: T1486
|
sensor_spoofing
| null | null | null | null | null | null | null |
Medical
|
iot-3c623f19
|
8.3
| null | null | null | null | null | null | null | null | null | null |
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