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
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
51459767-f0ce-48c3-af4c-c126be8ebf00
| 2025-02-12T11:07:35
|
ids_alert
|
Splunk v9.0.2
|
medium
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|medium| desc=Splunk Alert: Cloud API Abuse detected from 36.165.107.58 targeting 106.59.114.216 Associated Threat Actor: Lazarus Group
|
{
"geo_location": "Cape Verde",
"device_hash": "846bf6eb8429764d91c85afd945f0f624f19f4d1",
"user_agent": "Opera/9.46.(X11; Linux x86_64; iw-IL) Presto/2.9.186 Version/10.00",
"session_id": "b6db6eff-5280-434c-9599-4af53cd5c4f9",
"risk_score": 35.3,
"confidence": 0.09
}
|
36.165.107.58
|
106.59.114.216
|
Cloud API Abuse
|
SIG-9764
|
Exploit
|
Associated Threat Actor: Lazarus Group
|
Splunk Alert: Cloud API Abuse detected from 36.165.107.58 targeting 106.59.114.216 Associated Threat Actor: Lazarus Group
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f2cdae90-f6cd-47be-b29f-ed32783004a6
| 2025-05-16T07:56:29
|
auth
|
Vectra AI v5.0.0
|
info
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|info| desc=Auth locked for garychen via key from 88.137.86.47 MITRE Technique: T1543.003
|
{
"geo_location": "Guernsey",
"device_hash": "5effa3457a9246431f747557f6773666",
"user_agent": "Opera/9.86.(Windows NT 6.1; tn-ZA) Presto/2.9.185 Version/10.00",
"session_id": "ce5726d1-ae90-4c60-9042-8540dba71832",
"risk_score": 31.19,
"confidence": 0.14
}
|
88.137.86.47
| null | null | null | null |
MITRE Technique: T1543.003
|
Auth locked for garychen via key from 88.137.86.47 MITRE Technique: T1543.003
|
locked
| null | null |
garychen
| null | null | null | null | null | null | null | null | null | null |
key
|
a0:ac:71:88:a5:a1
| null | null | null | null | null |
acad6ea0-6e70-4cba-b6a1-2087b861e939
| 2025-02-24T22:21:29
|
ai
|
AlienVault v5.7.0
|
low
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ai|low| desc=AI system model_access by dmata No additional info
|
{
"geo_location": "Indonesia",
"device_hash": "c5148f8710f6a61aef11a6de99945a2965e206b6",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/24.0.816.0 Safari/536.0",
"session_id": "023af876-bcd9-47fa-a2c1-b09a59fde0a7",
"risk_score": 71.68,
"confidence": 0.73
}
| null | null | null | null | null |
No additional info
|
AI system model_access by dmata No additional info
|
model_access
| null | null |
dmata
| null | null | null | null | null | null | null | null | null | null | null | null |
model-1c8c4d02
|
18526e0c491fad246364205124e51395e394a1ba
|
caa858234eff626fac12592e9322602de4db6359
| null | null |
9bc644a2-6415-4ae6-8249-53e8f0f401d6
| 2025-06-02T18:30:13
|
ids_alert
|
Splunk v9.0.2
|
medium
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ids_alert|medium| desc=Splunk Alert: XSS detected from 38.78.179.185 targeting 108.80.127.121 No additional info
|
{
"geo_location": "Guyana",
"device_hash": "ddff5cd25091fd071c9bcc1f7c2d15f0",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_6) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/26.0.801.0 Safari/535.2",
"session_id": "93d97b3f-656d-44d7-8faf-c3896055e970",
"risk_score": 81.01,
"confidence": 0.41
}
|
38.78.179.185
|
108.80.127.121
|
XSS
|
SIG-4979
|
Evasion
|
No additional info
|
Splunk Alert: XSS detected from 38.78.179.185 targeting 108.80.127.121 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
cbdd0c82-4bdc-4e0b-a821-6aa84285e85d
| 2025-03-19T08:07:10
|
iot
|
Elastic SIEM v8.9.0
|
info
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|iot|info| desc=IoT device Thermostat command_injection No additional info noise=wp-content/categories/wp-content
|
{
"geo_location": "Taiwan",
"device_hash": "43f44fb3dec2f1e80ff67da0196c75d1e16e97d0",
"user_agent": "Mozilla/5.0 (Windows NT 5.2; tn-ZA; rv:1.9.2.20) Gecko/8559-12-03 18:42:13 Firefox/3.6.14",
"session_id": "1aee4ad1-2d12-4edf-b922-c64b9d8fef44",
"risk_score": 60.63,
"confidence": 0.27
}
| null | null | null | null | null |
No additional info
|
IoT device Thermostat command_injection No additional info
|
command_injection
| null | null | null | null | null | null | null |
Thermostat
|
iot-3751a403
|
10.6
| null | null | null | null | null | null | null | null | null | null |
7ee523aa-9426-4a07-a977-b5e4fae01efc
| 2025-03-08T16:39:35
|
ids_alert
|
Trellix v10.7.0
|
high
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|ids_alert|high| desc=Trellix Alert: XSS detected from 10.150.187.139 targeting N/A No additional info noise=south|evidence|current
|
{
"geo_location": "Sao Tome and Principe",
"device_hash": "4e3ab372de27bc220a070984da1b7fa1",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_11_6 rv:6.0; tg-TJ) AppleWebKit/531.32.1 (KHTML, like Gecko) Version/5.1 Safari/531.32.1",
"session_id": "798be809-b16b-42a0-8124-9900837d3ffc",
"risk_score": 66.9,
"confidence": 0.07
}
|
10.150.187.139
|
N/A
|
XSS
|
SIG-2373
|
Malware
|
No additional info
|
Trellix Alert: XSS detected from 10.150.187.139 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 |
91af4f7d-83be-4d88-9b95-dfb40b1b4386
| 2025-01-21T18:24:30
|
iot
|
Suricata v6.0.10
|
low
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|iot|low| desc=IoT device Medical firmware_update MITRE Technique: T1110.003
|
{
"geo_location": "Guernsey",
"device_hash": "faa4049fb531525a99504dec814111d703ef1396",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 10_3_3 like Mac OS X) AppleWebKit/531.2 (KHTML, like Gecko) FxiOS/17.2k4226.0 Mobile/73V017 Safari/531.2",
"session_id": "8973774d-6ad2-42d6-b88e-91431d1e5d27",
"risk_score": 61.51,
"confidence": 0.02
}
| null | null | null | null | null |
MITRE Technique: T1110.003
|
IoT device Medical firmware_update MITRE Technique: T1110.003
|
firmware_update
| null | null | null | null | null | null | null |
Medical
|
iot-488132ad
|
10.9
| null | null | null | null | null | null | null | null | null | null |
e34ce403-fb80-4fe8-8102-533e8ddcd8cc
| 2025-06-29T06:21:17
|
cloud
|
CrowdStrike v6.45.0
|
info
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|info| desc=Cloud crypto_mining in AWS by melissahendricks No additional info
|
{
"geo_location": "North Korea",
"device_hash": "1561daf4e48d68077c1b9ccdc9e585dfc889e84fe82814fb1032602f38dc7ced",
"user_agent": "Mozilla/5.0 (Linux; Android 5.0) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/21.0.804.0 Safari/534.0",
"session_id": "1bcfec9f-5f1f-4938-804c-bab27db004de",
"risk_score": 64.2,
"confidence": 0.53
}
| null | null | null | null | null |
No additional info
|
Cloud crypto_mining in AWS by melissahendricks No additional info
|
crypto_mining
| null | null |
melissahendricks
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-be22a39a
|
bf00d2ec-e604-4cc8-932d-9f9010b56c2c
| 2025-05-02T23:09:23
|
firewall
|
LogRhythm v7.5.0
|
medium
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow SMB traffic from 110.5.208.6:721 to 7.122.196.118:235 MITRE Technique: T1574.002 | Geo anomaly: Impossible travel detected
|
{
"geo_location": "Sudan",
"device_hash": "cbe86fac2002826126e5929c4afef4181f41dcdf",
"user_agent": "Mozilla/5.0 (Android 2.3.6; Mobile; rv:18.0) Gecko/18.0 Firefox/18.0",
"session_id": "29fadf87-d432-43aa-ba78-e44ffb2dbc06",
"risk_score": 45.6,
"confidence": 0.28
}
|
110.5.208.6
|
7.122.196.118
| null | null | null |
MITRE Technique: T1574.002 | Geo anomaly: Impossible travel detected
|
Firewall allow SMB traffic from 110.5.208.6:721 to 7.122.196.118:235 MITRE Technique: T1574.002 | Geo anomaly: Impossible travel detected
|
allow
| 71,469
|
SMB
| null | null | null | null | null | null | null | null | 721
| 235
| 1,614
| null | null | null | null | null | null | null |
c146420f-af59-4769-bbf9-e070f2454333
| 2025-02-05T17:04:22
|
firewall
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|firewall|medium| desc=Firewall inspect RDP traffic from 146.62.18.62:15724 to 43.81.124.43:807 No additional info
|
{
"geo_location": "Tokelau",
"device_hash": "cf30bb7222db95dd0aeb3d7ec27dda338c32fac9659de4bf791afc6bef15b949",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows 95; Trident/5.0)",
"session_id": "71c3eeca-26f3-4519-9c2a-2f31e38af014",
"risk_score": 48.75,
"confidence": 0.18
}
|
146.62.18.62
|
43.81.124.43
| null | null | null |
No additional info
|
Firewall inspect RDP traffic from 146.62.18.62:15724 to 43.81.124.43:807 No additional info
|
inspect
| 510,428
|
RDP
| null | null | null | null | null | null | null | null | 15,724
| 807
| 3,301
| null | null | null | null | null | null | null |
adf1d87a-ad6b-4071-a6dd-f99772c0d53e
| 2025-06-21T03:10:59
|
ids_alert
|
Tanium v7.4.0
|
emergency
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|emergency| desc=Tanium Alert: AI Model Poisoning detected from 122.121.233.239 targeting N/A No additional info noise=QnV5IHlvdW5nLg==
|
{
"geo_location": "Austria",
"device_hash": "39e03d6084e4194f375f9b815e2d542c80a294640ff3c5b47197f3e81d82de3a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.2; Trident/5.0)",
"session_id": "cf006aef-8d26-47ff-bd91-0540cdceac31",
"risk_score": 45.91,
"confidence": 0.18
}
|
122.121.233.239
|
N/A
|
AI Model Poisoning
|
SIG-8281
|
Policy
|
No additional info
|
Tanium Alert: AI Model Poisoning detected from 122.121.233.239 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 |
cfc7c3eb-f519-4e57-a42f-29f6b58b67d8
| 2025-05-06T18:40:50
|
ids_alert
|
OSSEC v3.7.0
|
emergency
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|emergency| desc=OSSEC Alert: XSS detected from 150.229.129.159 targeting 71.240.213.239 MITRE Technique: T1078.004
|
{
"geo_location": "North Korea",
"device_hash": "398a46de888b6e27c77a5b019638e460b3317a38f0bfba7b33802ab24658bf0f",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/531.35.3 (KHTML, like Gecko) Version/4.1 Safari/531.35.3",
"session_id": "bb4b59e7-5d4b-4331-b92d-b659bef72f7a",
"risk_score": 43.86,
"confidence": 0.31
}
|
150.229.129.159
|
71.240.213.239
|
XSS
|
SIG-3092
|
Recon
|
MITRE Technique: T1078.004
|
OSSEC Alert: XSS detected from 150.229.129.159 targeting 71.240.213.239 MITRE Technique: T1078.004
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
572370a2-19c9-4559-ac73-49f11801df51
| 2025-04-14T17:58:21
|
ids_alert
|
Elastic SIEM v8.9.0
|
medium
|
CEF:0|Elastic SIEM v8.9.0|SIEM|1.0|100|ids_alert|medium| desc=Elastic SIEM Alert: MFA Bypass detected from 201.108.101.65 targeting N/A Associated Threat Actor: REvil
|
{
"geo_location": "Uganda",
"device_hash": "519b1cdc6953690f3fb67693510b89ed9acf9357b0758c0a65ed994c591e7b11",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_8) AppleWebKit/534.0 (KHTML, like Gecko) Chrome/44.0.839.0 Safari/534.0",
"session_id": "e88eee27-7d70-4ce4-bee1-212e601a99b2",
"risk_score": 37.63,
"confidence": 0.96
}
|
201.108.101.65
|
N/A
|
MFA Bypass
|
SIG-3012
|
Evasion
|
Associated Threat Actor: REvil
|
Elastic SIEM Alert: MFA Bypass detected from 201.108.101.65 targeting N/A Associated Threat Actor: REvil
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f66de7a9-1f72-4bd2-a850-61608f7b90b2
| 2025-06-23T04:27:15
|
iot
|
Darktrace v6.0.0
|
critical
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|critical| desc=IoT device HVAC protocol_violation No additional info
|
{
"geo_location": "Kiribati",
"device_hash": "32aa7ba572645876df1001236964b21ee7d4229f",
"user_agent": "Opera/8.73.(Windows CE; ug-CN) Presto/2.9.177 Version/10.00",
"session_id": "531628c2-7e6d-4ba4-a120-450f5a0cc657",
"risk_score": 100,
"confidence": 0.14
}
| null | null | null | null | null |
No additional info
|
IoT device HVAC protocol_violation No additional info
|
protocol_violation
| null | null | null | null | null | null |
{
"baseline_deviation": 2.84,
"entropy": 6.63,
"frequency_anomaly": true,
"sequence_anomaly": true
}
|
HVAC
|
iot-df17851e
|
1.2
| null | null | null | null | null | null | null | null | null | null |
73c11354-a47f-4c34-bea5-8f6254e0e2b1
| 2025-04-15T23:29:01
|
network
|
Palo Alto Cortex v3.0.0
|
low
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|low| desc=Network covert_channel from 180.199.107.158 to 74.186.250.105 No additional info
|
{
"geo_location": "Svalbard & Jan Mayen Islands",
"device_hash": "3b3bc410215aab99aa4cc2d3f96f01faeebaad23c3ec350fb930a1c3fc41ab4b",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_3 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) FxiOS/13.9s4280.0 Mobile/61V020 Safari/534.2",
"session_id": "43b540ec-49ea-48fd-a451-a26120d38447",
"risk_score": 50.38,
"confidence": 0.04
}
|
180.199.107.158
|
74.186.250.105
| null | null | null |
No additional info
|
Network covert_channel from 180.199.107.158 to 74.186.250.105 No additional info
|
covert_channel
| 615,683
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
59f4587c-944e-43a4-b444-ca10392a3c42
| 2025-02-01T02:12:55
|
endpoint
|
Trellix v10.7.0
|
critical
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint process_start eight by fblack MITRE Technique: T1566.001
|
{
"geo_location": "Antigua and Barbuda",
"device_hash": "c98436cf4db6643abd04066d1c08bc3a",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 4.0; Trident/3.0)",
"session_id": "91e819d9-4df4-426c-ac84-86793a513eb6",
"risk_score": 71.37,
"confidence": 0.01
}
| null | null | null | null | null |
MITRE Technique: T1566.001
|
Endpoint process_start eight by fblack MITRE Technique: T1566.001
|
process_start
| null | null |
fblack
|
eight
| 5,881
|
cmd.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3f88fb79-ef7e-4d17-bcc4-adaa2d5ea551
| 2025-05-25T10:33:03
|
iot
|
Darktrace v6.0.0
|
info
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|info| desc=IoT device HVAC unusual_activity Sensor spoofing detected
|
{
"geo_location": "France",
"device_hash": "b52ff8adaa5f8094125e5925ebe96d7184ffc99c",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_8_1 like Mac OS X) AppleWebKit/533.2 (KHTML, like Gecko) FxiOS/17.9p4567.0 Mobile/61M887 Safari/533.2",
"session_id": "82e19043-cb7d-4d01-878e-4787cf97a437",
"risk_score": 49.28,
"confidence": 0.22
}
| null | null | null | null | null |
Sensor spoofing detected
|
IoT device HVAC unusual_activity Sensor spoofing detected
|
unusual_activity
| null | null | null | null | null | null | null |
HVAC
|
iot-e87a35ee
|
4.0
| null | null | null | null | null | null | null | null | null | null |
af0a1ca0-0705-4a15-bd71-6daeeb8d8dff
| 2025-05-03T14:27:48
|
auth
|
ArcSight v7.4.0
|
info
|
CEF:0|ArcSight v7.4.0|SIEM|1.0|100|auth|info| desc=Auth success for jamesibarra via passwordless from 166.176.29.241 No additional info
|
{
"geo_location": "China",
"device_hash": "c69e36633e8d808120ef6ed899a272958d9cddd8",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; fy-DE) AppleWebKit/532.18.2 (KHTML, like Gecko) Version/3.0.5 Mobile/8B111 Safari/6532.18.2",
"session_id": "76b9da3a-2210-4ca3-8314-395b0f033917",
"risk_score": 63.48,
"confidence": 0.08
}
|
166.176.29.241
| null | null | null | null |
No additional info
|
Auth success for jamesibarra via passwordless from 166.176.29.241 No additional info
|
success
| null | null |
jamesibarra
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
0d:2d:36:01:7a:b0
| null | null | null | null | null |
53616cec-b16b-4e88-bf90-13aa02c415b0
| 2025-04-11T03:36:32
|
firewall
|
AlienVault v5.7.0
|
medium
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|medium| desc=Firewall log-only HTTP traffic from 52.4.235.241:953 to 135.114.114.16:610 No additional info noise=category
|
{
"geo_location": "Oman",
"device_hash": "c49f1f82221cd178c05e1abf3333256e",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 12_4_8 like Mac OS X) AppleWebKit/532.0 (KHTML, like Gecko) FxiOS/12.1s5134.0 Mobile/30S429 Safari/532.0",
"session_id": "929b291c-9d9d-428f-af42-c6a849d5f8ed",
"risk_score": 36.01,
"confidence": 0.75
}
|
52.4.235.241
|
135.114.114.16
| null | null | null |
No additional info
|
Firewall log-only HTTP traffic from 52.4.235.241:953 to 135.114.114.16:610 No additional info
|
log-only
| 91,017
|
HTTP
| null | null | null | null | null | null | null | null | 953
| 610
| 796
| null | null | null | null | null | null | null |
2125fee0-3ee5-40b2-8cf1-a1736314e612
| 2025-05-29T19:23:39
|
auth
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|auth|info| desc=Auth timeout for hramirez via key from 10.136.61.64 No additional info
|
{
"geo_location": "Gabon",
"device_hash": "ee014e2acff797109b458b651f90cad9040829b5",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 3_1_3 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/10.0g5425.0 Mobile/99B884 Safari/535.1",
"session_id": "801888fa-d0f7-4922-b698-46eaad2d45a1",
"risk_score": 36.44,
"confidence": 0.84
}
|
10.136.61.64
| null | null | null | null |
No additional info
|
Auth timeout for hramirez via key from 10.136.61.64 No additional info
|
timeout
| null | null |
hramirez
| null | null | null |
{
"baseline_deviation": 1.79,
"entropy": 2.27,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null |
key
|
33:12:2e:78:c5:d9
| null | null | null | null | null |
58b933d3-bda4-497e-9aba-01716c122d52
| 2025-01-19T23:22:05
|
auth
|
CrowdStrike v6.45.0
|
low
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|auth|low| desc=Auth challenge for susancox via OAuth from 34.180.204.203 MITRE Technique: T1574.002 noise=business|ok|member
|
{
"geo_location": "Senegal",
"device_hash": "2c8196cf188f04560a545f8c7480517671f469dd1ecc3339990631b00f674144",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/5.1)",
"session_id": "40300a12-9741-4244-95ad-1abdc2663ac0",
"risk_score": 99.38,
"confidence": 0.89
}
|
34.180.204.203
| null | null | null | null |
MITRE Technique: T1574.002
|
Auth challenge for susancox via OAuth from 34.180.204.203 MITRE Technique: T1574.002
|
challenge
| null | null |
susancox
| null | null | null | null | null | null | null | null | null | null |
OAuth
|
ea:4b:97:1d:e7:fd
| null | null | null | null | null |
cff3c205-cdd3-4991-914a-be8270ea0239
| 2025-02-27T02:15:31
|
firewall
|
Zeek v5.0.0
|
info
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|info| desc=Firewall deny HTTPS traffic from 164.240.153.119:32916 to 14.15.59.234:882 Unconventional IOC: CPU microcode changes
|
{
"geo_location": "Palestinian Territory",
"device_hash": "a4adbf50bcc4368746c24bea44269b4ac4eb1dd7",
"user_agent": "Opera/9.85.(X11; Linux i686; bo-IN) Presto/2.9.187 Version/10.00",
"session_id": "6f506a94-c211-42f9-904b-5b166100a2db",
"risk_score": 66.25,
"confidence": 0.78
}
|
164.240.153.119
|
14.15.59.234
| null | null | null |
Unconventional IOC: CPU microcode changes
|
Firewall deny HTTPS traffic from 164.240.153.119:32916 to 14.15.59.234:882 Unconventional IOC: CPU microcode changes
|
deny
| 683,906
|
HTTPS
| null | null | null | null | null | null | null | null | 32,916
| 882
| 2,738
| null | null | null | null | null | null | null |
8bd10181-d071-41fa-9b3b-5b4bfaf0b3fa
| 2025-01-24T12:30:15
|
auth
|
Vectra AI v5.0.0
|
low
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|low| desc=Auth failed for william98 via OAuth from 201.94.175.176 No additional info
|
{
"geo_location": "Cape Verde",
"device_hash": "844ad771029b8dd26d5188206d7692ef219b4b054a02dd3bb053cecf8ee65eb3",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_3 like Mac OS X; yi-US) AppleWebKit/535.34.1 (KHTML, like Gecko) Version/4.0.5 Mobile/8B111 Safari/6535.34.1",
"session_id": "57952c7a-317b-4f07-95e4-df13a6edbe25",
"risk_score": 62.71,
"confidence": 0.65
}
|
201.94.175.176
| null | null | null | null |
No additional info
|
Auth failed for william98 via OAuth from 201.94.175.176 No additional info
|
failed
| null | null |
william98
| null | null | null | null | null | null | null | null | null | null |
OAuth
|
6a:18:db:92:cd:fa
| null | null | null | null | null |
9a3574bc-c569-4b40-baad-4519d1b4e63a
| 2025-01-24T10:52:54
|
cloud
|
Darktrace v6.0.0
|
low
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|low| desc=Cloud container_escape in Azure by lharper No additional info
|
{
"geo_location": "Sudan",
"device_hash": "52481ce4d9f15a58ffc57da387e036be",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.0; Trident/4.0)",
"session_id": "32558a90-2421-4272-9310-2f425db10167",
"risk_score": 51.91,
"confidence": 0.97
}
| null | null | null | null | null |
No additional info
|
Cloud container_escape in Azure by lharper No additional info
|
container_escape
| null | null |
lharper
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-6c1f90f9
|
de72c045-4cde-4bc6-8aed-cf5559166ac3
| 2025-01-22T20:36:20
|
ids_alert
|
AlienVault v5.7.0
|
critical
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|ids_alert|critical| desc=AlienVault Alert: Living-off-the-Land detected from 197.179.161.184 targeting 49.134.137.8 No additional info
|
{
"geo_location": "Saint Barthelemy",
"device_hash": "14552183d1f5bba2c53d2ebf17198051",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_5_3 rv:2.0; mai-IN) AppleWebKit/534.19.1 (KHTML, like Gecko) Version/5.0 Safari/534.19.1",
"session_id": "45d754dd-d658-4c48-92e7-efd7038edaae",
"risk_score": 59.46,
"confidence": 0.25
}
|
197.179.161.184
|
49.134.137.8
|
Living-off-the-Land
|
SIG-8544
|
Exploit
|
No additional info
|
AlienVault Alert: Living-off-the-Land detected from 197.179.161.184 targeting 49.134.137.8 No additional info
| null | null | null | null | null | null | null |
{
"baseline_deviation": 0.91,
"entropy": 3.37,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
994175a0-4a65-430f-bb10-c77480ab0ca3
| 2025-06-10T01:35:08
|
cloud
|
Vectra AI v5.0.0
|
medium
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud api_abuse in AWS by keithbarker Associated Threat Actor: BlueNoroff
|
{
"geo_location": "Central African Republic",
"device_hash": "972e9354c493a7e85e63de5d16ba17c224186445190193c93b5c12de2a0f9e45",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/531.8.5 (KHTML, like Gecko) Version/4.0.3 Safari/531.8.5",
"session_id": "55d137f4-c947-4abb-a217-895a2a67c200",
"risk_score": 20.45,
"confidence": 0.54
}
| null | null | null | null | null |
Associated Threat Actor: BlueNoroff
|
Cloud api_abuse in AWS by keithbarker Associated Threat Actor: BlueNoroff
|
api_abuse
| null | null |
keithbarker
| null | null | null |
{
"baseline_deviation": 2.99,
"entropy": 4.84,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null |
AWS
|
res-c358ffc2
|
6c66c1ce-24a3-49d3-b3e3-6793b2a5eb61
| 2025-03-16T18:02:44
|
ai
|
LogRhythm v7.5.0
|
low
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ai|low| desc=AI system membership_inference by ruizshannon Associated Threat Actor: APT38
|
{
"geo_location": "Isle of Man",
"device_hash": "3ec51662a5ff2a026f5b2ecb8f4c3111e9086326bb79f1c0f03f651d63d94ef8",
"user_agent": "Mozilla/5.0 (Android 2.2; Mobile; rv:30.0) Gecko/30.0 Firefox/30.0",
"session_id": "73918ad0-f424-4c77-a14d-ec7b1f7ce504",
"risk_score": 48.84,
"confidence": 0.34
}
| null | null | null | null | null |
Associated Threat Actor: APT38
|
AI system membership_inference by ruizshannon Associated Threat Actor: APT38
|
membership_inference
| null | null |
ruizshannon
| null | null | null | null | null | null | null | null | null | null | null | null |
model-7aad2356
|
97b665a4db72f2e0e9f3a27ab79193e87aa994b13bf2649bcadcf667622889be
|
c0235116934543213e74943079d03172851e0663
| null | null |
2ae6566d-7fcb-4d7a-a044-4392582c1f6e
| 2025-03-26T20:12:49
|
firewall
|
Carbon Black v7.8.0
|
info
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|firewall|info| desc=Firewall quarantine HTTPS traffic from 181.237.88.200:862 to 187.140.73.5:21893 No additional info
|
{
"geo_location": "Aruba",
"device_hash": "3ff631e64bc2433c1f3e89d3280b130e6162486e58132dcf6103af90658ac68d",
"user_agent": "Mozilla/5.0 (Windows NT 10.0; th-TH; rv:1.9.1.20) Gecko/2568-12-18 14:24:49 Firefox/10.0",
"session_id": "d60131ab-c5bb-4db5-acbc-01eb4e020c16",
"risk_score": 74.13,
"confidence": 0.91
}
|
181.237.88.200
|
187.140.73.5
| null | null | null |
No additional info
|
Firewall quarantine HTTPS traffic from 181.237.88.200:862 to 187.140.73.5:21893 No additional info
|
quarantine
| 6,925
|
HTTPS
| null | null | null | null | null | null | null | null | 862
| 21,893
| 2,136
| null | null | null | null | null | null | null |
2e60356f-8905-4e28-a582-54a0b9bdc7fe
| 2025-05-24T22:07:05
|
cloud
|
Wazuh v4.5.0
|
critical
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in Alibaba by jacobjensen No additional info
|
{
"geo_location": "Djibouti",
"device_hash": "bcebd381009c0c6a7974b654def15fd0",
"user_agent": "Mozilla/5.0 (Android 4.4.1; Mobile; rv:17.0) Gecko/17.0 Firefox/17.0",
"session_id": "35c37e05-46d4-478d-93be-d5880e017079",
"risk_score": 66.35,
"confidence": 0.28
}
| null | null | null | null | null |
No additional info
|
Cloud api_abuse in Alibaba by jacobjensen No additional info
|
api_abuse
| null | null |
jacobjensen
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-3fc0b49a
|
9fcc137c-f73a-4c46-99a4-4fdb7e73fa4d
| 2025-05-12T04:22:18
|
network
|
FireEye HX v4.5.0
|
low
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|low| desc=Network data_exfiltration from 197.63.150.253 to 210.206.24.239 No additional info noise=once|follow|will
|
{
"geo_location": "Panama",
"device_hash": "bc946188c855991bd42702b93eca9264",
"user_agent": "Mozilla/5.0 (Windows NT 5.0) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/45.0.859.0 Safari/532.2",
"session_id": "f6c1acab-6a06-46cc-8d4e-4cbce9eb5166",
"risk_score": 100,
"confidence": 0.7
}
|
197.63.150.253
|
210.206.24.239
| null | null | null |
No additional info
|
Network data_exfiltration from 197.63.150.253 to 210.206.24.239 No additional info
|
data_exfiltration
| 174,802
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2c7e3ab9-5946-4b64-b0f8-1f8760b559fb
| 2025-06-04T11:30:34
|
iot
|
QRadar v7.5.0
|
high
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|iot|high| desc=IoT device Camera unusual_activity Unconventional IOC: UEFI variable tampering
|
{
"geo_location": "United Kingdom",
"device_hash": "d414957e3493cce94eb99ab9cb182c3cc5e6139f5b85d6e962f7687838c0955f",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 14_2_1 like Mac OS X) AppleWebKit/532.1 (KHTML, like Gecko) CriOS/20.0.888.0 Mobile/96R013 Safari/532.1",
"session_id": "e64e4499-f7ee-4f56-ac39-7551a7ded1c7",
"risk_score": 39.91,
"confidence": 0.94
}
| null | null | null | null | null |
Unconventional IOC: UEFI variable tampering
|
IoT device Camera unusual_activity Unconventional IOC: UEFI variable tampering
|
unusual_activity
| null | null | null | null | null | null | null |
Camera
|
iot-eede4d98
|
2.1
| null | null | null | null | null | null | null | null | null | null |
d93bcb3d-c551-4606-b9d0-391fdcedb361
| 2025-05-20T06:50:45
|
auth
|
Palo Alto Cortex v3.0.0
|
low
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|low| desc=Auth bypass for ckelly via biometric from 10.58.183.93 No additional info
|
{
"geo_location": "Peru",
"device_hash": "47ed01507b887e2d3a88522723b6cf39654305448522b75d745d827a5a6b6ad4",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 6.2; Trident/4.1)",
"session_id": "bc072fa3-7969-48af-8c59-a7477a80a034",
"risk_score": 0.04,
"confidence": 0.99
}
|
10.58.183.93
| null | null | null | null |
No additional info
|
Auth bypass for ckelly via biometric from 10.58.183.93 No additional info
|
bypass
| null | null |
ckelly
| null | null | null | null | null | null | null | null | null | null |
biometric
|
dd:e5:66:71:c6:41
| null | null | null | null | null |
257047b2-f416-4f7a-bf4d-80253486ef69
| 2025-02-27T05:54:28
|
iot
|
Tanium v7.4.0
|
low
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|iot|low| desc=IoT device Sensor protocol_violation No additional info
|
{
"geo_location": "Monaco",
"device_hash": "98618d52f56dc179152bbffb3becf9c9730bba7fe04765de7d16939880e674ff",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows CE; Trident/3.1)",
"session_id": "b6a7d044-4cc5-4b90-80ba-ae75e7a1a7f4",
"risk_score": 35.91,
"confidence": 0.06
}
| null | null | null | null | null |
No additional info
|
IoT device Sensor protocol_violation No additional info
|
protocol_violation
| null | null | null | null | null | null | null |
Sensor
|
iot-bb8ca5b7
|
3.4
| null | null | null | null | null | null | null | null | null | null |
5e3b9b9c-fb97-4e90-83f0-5942ef88905a
| 2025-05-24T16:03:46
|
iot
|
CrowdStrike v6.45.0
|
high
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|iot|high| desc=IoT device Medical physical_tamper No additional info
|
{
"geo_location": "Qatar",
"device_hash": "c9d422b0f4eb77b00018f8fe6c94746cef6336c7e89d45e45f37c7b57201ba7c",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 14_8_1 like Mac OS X) AppleWebKit/534.2 (KHTML, like Gecko) CriOS/43.0.839.0 Mobile/09Y343 Safari/534.2",
"session_id": "97560a63-7db6-4927-b5c9-a37370517f0b",
"risk_score": 23.57,
"confidence": 0.47
}
| 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-c49b7de6
|
6.5
| null | null | null | null | null | null | null | null | null | null |
ba238e91-ef88-404f-a746-9e73d6ab7e11
| 2022-02-16T17:02:29
|
endpoint
|
Darktrace v6.0.0
|
medium
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint process_start this by hernandezbrian MITRE Technique: T1059.005
|
{
"geo_location": "Montenegro",
"device_hash": "1de27496fc01a4ebb3a86b27b3761804",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.0) AppleWebKit/534.47.2 (KHTML, like Gecko) Version/5.0.5 Safari/534.47.2",
"session_id": "fbc1c014-63e0-47d8-94b0-05e87a14c73e",
"risk_score": 54.32,
"confidence": 0.68
}
| null | null | null | null | null |
MITRE Technique: T1059.005
|
Endpoint process_start this by hernandezbrian MITRE Technique: T1059.005
|
process_start
| null | null |
hernandezbrian
|
this
| 1,004
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3d924986-a3bf-408c-a37c-ea8b5fc7e0c0
| 2028-07-31T13:03:02
|
cloud
|
Wazuh v4.5.0
|
medium
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud permission_escalation in OCI by cortezjoseph Associated Threat Actor: APT41
|
{
"geo_location": "Guinea",
"device_hash": "eda106bc24c45d7778a786a2059fe648",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_1; rv:1.9.2.20) Gecko/4072-09-20 22:12:44 Firefox/3.6.15",
"session_id": "a02fa0d2-1869-427f-9bf4-bb9ddb3a12e9",
"risk_score": 97.43,
"confidence": 0.48
}
| null | null | null | null | null |
Associated Threat Actor: APT41
|
Cloud permission_escalation in OCI by cortezjoseph Associated Threat Actor: APT41
|
permission_escalation
| null | null |
cortezjoseph
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-2b99ef91
|
ce3aea21-8c30-42f3-9749-2b019481ed25
| 2025-05-08T15:50:46
|
ai
|
OSSEC v3.7.0
|
medium
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ai|medium| desc=AI system training_data_poisoning by jonesevan No additional info noise=U2VsbCB5YXJkLg==
|
{
"geo_location": "Benin",
"device_hash": "496cedcb61530c21cfba41cd58d02c877ffaa36c584588985fe92a4cf66da0c4",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3 like Mac OS X; sk-SK) AppleWebKit/531.40.3 (KHTML, like Gecko) Version/3.0.5 Mobile/8B117 Safari/6531.40.3",
"session_id": "a27c04db-cce4-4bb3-b54a-6b8465fc90d8",
"risk_score": 12.78,
"confidence": 0.79
}
| null | null | null | null | null |
No additional info
|
AI system training_data_poisoning by jonesevan No additional info
|
training_data_poisoning
| null | null |
jonesevan
| null | null | null | null | null | null | null | null | null | null | null | null |
model-50dfb5eb
|
ed3e8fa34776fa4ef7d4f06037f319653b54d89e174c9e4df041869ea92beb85
|
fb340b1fe4c145fa39a10f0570dbd55ea95162f0
| null | null |
fbb41640-9ebb-4164-9ec4-39dcf710c5b6
| 2025-06-06T18:58:54
|
iot
|
Microsoft Sentinel v1.0.0
|
medium
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|medium| desc=IoT device HVAC battery_drain No additional info noise=consider|party|leader
|
{
"geo_location": "Guernsey",
"device_hash": "23f0450e6775c257bc0be30e7d1379f632db0bb8",
"user_agent": "Opera/9.16.(X11; Linux i686; uz-UZ) Presto/2.9.170 Version/11.00",
"session_id": "8f88cc85-e756-462d-9420-3fd45f5b993a",
"risk_score": 59.37,
"confidence": 0.89
}
| null | null | null | null | null |
No additional info
|
IoT device HVAC battery_drain No additional info
|
battery_drain
| null | null | null | null | null | null | null |
HVAC
|
iot-36260263
|
7.8
| null | null | null | null | null | null | null | null | null | null |
83b0f913-75f4-40d4-ab08-aa94ffe06b50
| 2025-01-22T12:56:29
|
ai
|
Zeek v5.0.0
|
info
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|info| desc=AI system model_access by jimmy29 No additional info
|
{
"geo_location": "Grenada",
"device_hash": "264eaceb576d037aafc5c6af15ec7abcca95564851becaa378ef4bed086c4fc7",
"user_agent": "Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.1; Trident/4.1)",
"session_id": "e8bb7dc0-48c1-4974-a317-a1dd9f3048e2",
"risk_score": 60.86,
"confidence": 0.85
}
| null | null | null | null | null |
No additional info
|
AI system model_access by jimmy29 No additional info
|
model_access
| null | null |
jimmy29
| null | null | null | null | null | null | null | null | null | null | null | null |
model-01a643cc
|
41b27055bb53c27cc1d41a9d67ae8c09
|
a78875151f36aada4b944c6c191a9a44
| null | null |
254cba06-8fa0-48e5-83fe-f6eef082312a
| 2025-06-06T21:17:19
|
firewall
|
FireEye HX v4.5.0
|
critical
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|firewall|critical| desc=Firewall deny ICMP traffic from 174.25.236.56:771 to 194.63.7.204:252 No additional info
|
{
"geo_location": "Austria",
"device_hash": "160c6dd43d3e2c0ebc376c4f2f7b38ab2171e107",
"user_agent": "Opera/9.62.(Windows NT 5.2; ik-CA) Presto/2.9.176 Version/10.00",
"session_id": "f0b4c9a2-5553-4b07-afba-dc8b65391ad4",
"risk_score": 67.63,
"confidence": 0.03
}
|
174.25.236.56
|
194.63.7.204
| null | null | null |
No additional info
|
Firewall deny ICMP traffic from 174.25.236.56:771 to 194.63.7.204:252 No additional info
|
deny
| 927,491
|
ICMP
| null | null | null | null | null | null | null | null | 771
| 252
| 2,285
| null | null | null | null | null | null | null |
2e2b950b-7699-400d-a3df-08582c6a2af9
| 2025-04-07T16:17:09
|
network
|
CrowdStrike v6.45.0
|
critical
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|network|critical| desc=Network protocol_anomaly from 64.165.66.3 to 26.53.113.68 No additional info noise=green|also|popular
|
{
"geo_location": "Egypt",
"device_hash": "8902c895b7722e0735905586c38b1bc58f92f462",
"user_agent": "Mozilla/5.0 (Linux; Android 2.2.2) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/57.0.819.0 Safari/532.1",
"session_id": "936729fc-ab52-48ec-9371-a8f4bec1c146",
"risk_score": 22.97,
"confidence": 0.4
}
|
64.165.66.3
|
26.53.113.68
| null | null | null |
No additional info
|
Network protocol_anomaly from 64.165.66.3 to 26.53.113.68 No additional info
|
protocol_anomaly
| 233,614
|
HTTP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d3e3e685-2ae1-4858-96e4-64fc962b659f
| 2025-05-07T08:36:11
|
network
|
OSSEC v3.7.0
|
critical
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|network|critical| desc=Network protocol_anomaly from 173.92.201.70 to 63.122.9.78 MITRE Technique: T1071.001 | Associated Threat Actor: Lazarus Group
|
{
"geo_location": "Myanmar",
"device_hash": "54f6546e351a6842e9fc736c6c0b07d2b966d03c",
"user_agent": "Mozilla/5.0 (Windows 98; Win 9x 4.90) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/56.0.837.0 Safari/532.1",
"session_id": "e6c3ae93-2f2a-45b3-b148-e0eaca27b667",
"risk_score": 21.2,
"confidence": 0.75
}
|
173.92.201.70
|
63.122.9.78
| null | null | null |
MITRE Technique: T1071.001 | Associated Threat Actor: Lazarus Group
|
Network protocol_anomaly from 173.92.201.70 to 63.122.9.78 MITRE Technique: T1071.001 | Associated Threat Actor: Lazarus Group
|
protocol_anomaly
| 311,461
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b2af37fb-3c5e-4231-b062-9a3b1c9a7a68
| 2025-05-15T17:04:35
|
firewall
|
Microsoft Sentinel v1.0.0
|
critical
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|firewall|critical| desc=Firewall inspect RDP traffic from 183.110.85.186:421 to 88.171.150.27:36001 MITRE Technique: T1078.004
|
{
"geo_location": "Italy",
"device_hash": "ce39a702583075f5bcc36b9994bef0bc9d3b1b1f",
"user_agent": "Mozilla/5.0 (Windows 98) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/16.0.834.0 Safari/533.0",
"session_id": "0dfc058f-9ef0-474c-8352-7aa4bc969c1d",
"risk_score": 54.25,
"confidence": 0.49
}
|
183.110.85.186
|
88.171.150.27
| null | null | null |
MITRE Technique: T1078.004
|
Firewall inspect RDP traffic from 183.110.85.186:421 to 88.171.150.27:36001 MITRE Technique: T1078.004
|
inspect
| 903,649
|
RDP
| null | null | null | null | null | null | null | null | 421
| 36,001
| 1,419
| null | null | null | null | null | null | null |
ce13f200-66f1-4286-867c-83f42e1ac2a1
| 2025-03-11T14:41:18
|
auth
|
Vectra AI v5.0.0
|
high
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|auth|high| desc=Auth bypass for karenball via password from 37.108.87.50 MITRE Technique: T1053.005
|
{
"geo_location": "Portugal",
"device_hash": "8f3096abe45ce8f2fbbf00e8ace9e26da47f4177",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.2) AppleWebKit/532.35.1 (KHTML, like Gecko) Version/5.0 Safari/532.35.1",
"session_id": "a6a5967f-fe7a-4f23-9de4-b90c3bb9666e",
"risk_score": 50.99,
"confidence": 0.83
}
|
37.108.87.50
| null | null | null | null |
MITRE Technique: T1053.005
|
Auth bypass for karenball via password from 37.108.87.50 MITRE Technique: T1053.005
|
bypass
| null | null |
karenball
| null | null | null | null | null | null | null | null | null | null |
password
|
3a:36:6b:ae:58:0a
| null | null | null | null | null |
cca9d5d7-698b-4bec-a733-8cc1631bf9ef
| 2025-01-15T17:17:27
|
iot
|
Darktrace v6.0.0
|
critical
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Sensor sensor_spoofing MITRE Technique: T1218.011
|
{
"geo_location": "Yemen",
"device_hash": "23649ede355a2c4ab8b87d3d133f6e15",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 11.0; Trident/5.1)",
"session_id": "91bcd31c-264c-44e7-9901-4fe90ad9e702",
"risk_score": 50.88,
"confidence": 0.44
}
| null | null | null | null | null |
MITRE Technique: T1218.011
|
IoT device Sensor sensor_spoofing MITRE Technique: T1218.011
|
sensor_spoofing
| null | null | null | null | null | null |
{
"baseline_deviation": 2.07,
"entropy": 5.31,
"frequency_anomaly": true,
"sequence_anomaly": false
}
|
Sensor
|
iot-b5f1141b
|
6.0
| null | null | null | null | null | null | null | null | null | null |
69a8fa40-e709-4339-a13d-09b050cad3c2
| 2025-06-27T19:26:20
|
endpoint
|
Wazuh v4.5.0
|
critical
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|endpoint|critical| desc=Endpoint persistence_mechanism /bring/fish.webm by xcole No additional info noise=tags
|
{
"geo_location": "Uganda",
"device_hash": "5168240ae062a3253946bb0a9cf57a9e45fe62668ac18959f5bed6054577446c",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; nan-TW) AppleWebKit/535.4.5 (KHTML, like Gecko) Version/3.0.5 Mobile/8B116 Safari/6535.4.5",
"session_id": "e2c8daf5-e059-4350-a894-05112761267f",
"risk_score": 58.16,
"confidence": 0.85
}
| null | null | null | null | null |
No additional info
|
Endpoint persistence_mechanism /bring/fish.webm by xcole No additional info
|
persistence_mechanism
| null | null |
xcole
|
/bring/fish.webm
| 1,805
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ce2aff8b-2455-4a34-9ba9-69986ea409fa
| 2025-05-22T20:52:10
|
ai
|
Darktrace v6.0.0
|
info
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|ai|info| desc=AI system model_inversion by daviderik No additional info
|
{
"geo_location": "North Korea",
"device_hash": "68398688e2db6a4511e9d5978700f1af16103f2e",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_8 rv:2.0; bn-IN) AppleWebKit/531.44.5 (KHTML, like Gecko) Version/4.0.4 Safari/531.44.5",
"session_id": "8d595446-634e-426c-9a62-f2cb4e219c88",
"risk_score": 93.35,
"confidence": 0.01
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by daviderik No additional info
|
model_inversion
| null | null |
daviderik
| null | null | null | null | null | null | null | null | null | null | null | null |
model-810f6a56
|
0ad92e99df631a49f8cfdbe61a39e191e7a44491
|
d2acf9c4d666746ff4109e152048b7d7
| null | null |
5a118a8c-a9ed-4738-babf-e452fbff9261
| 2025-05-27T04:04:34
|
endpoint
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|endpoint|medium| desc=Endpoint registry_change /risk/will.mp4 by usnyder No additional info noise=wp-content/explore
|
{
"geo_location": "Cayman Islands",
"device_hash": "e1910329d9d0bdb547183fda4aa69ee2",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.1) AppleWebKit/532.4.7 (KHTML, like Gecko) Version/4.1 Safari/532.4.7",
"session_id": "144d0ea3-523e-4287-8462-f4deebdda3e5",
"risk_score": 44.23,
"confidence": 0.88
}
| null | null | null | null | null |
No additional info
|
Endpoint registry_change /risk/will.mp4 by usnyder No additional info
|
registry_change
| null | null |
usnyder
|
/risk/will.mp4
| 2,367
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
31ea1aa6-dd35-455b-a72d-93617769f0f3
| 2025-06-27T13:20:54
|
network
|
Wazuh v4.5.0
|
info
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|network|info| desc=Network beaconing from 10.34.51.204 to 17.27.68.17 No additional info
|
{
"geo_location": "Guadeloupe",
"device_hash": "ddaced8f314232b9d9596592112b2d1c",
"user_agent": "Opera/8.35.(Windows 98; Win 9x 4.90; niu-NZ) Presto/2.9.177 Version/11.00",
"session_id": "ab3aead7-0a6c-453f-bf8e-93bb8536041a",
"risk_score": 33.44,
"confidence": 0.8
}
|
10.34.51.204
|
17.27.68.17
| null | null | null |
No additional info
|
Network beaconing from 10.34.51.204 to 17.27.68.17 No additional info
|
beaconing
| 548,310
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
952b82d6-0c4e-4515-af4f-513567112e8e
| 2025-01-13T19:00:43
|
firewall
|
QRadar v7.5.0
|
high
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|firewall|high| desc=Firewall deny UDP traffic from 22.182.42.111:755 to 45.157.87.216:375 MITRE Technique: T1134.001
|
{
"geo_location": "French Polynesia",
"device_hash": "b7bfdb0ac961deebd343c1c523b4cfc6af71b6dbd98c482b25cd0b7203cea621",
"user_agent": "Opera/9.92.(Windows NT 5.01; sv-SE) Presto/2.9.174 Version/11.00",
"session_id": "1d33f65e-8c71-4dad-95b5-86a2224182f0",
"risk_score": 62.53,
"confidence": 0.18
}
|
22.182.42.111
|
45.157.87.216
| null | null | null |
MITRE Technique: T1134.001
|
Firewall deny UDP traffic from 22.182.42.111:755 to 45.157.87.216:375 MITRE Technique: T1134.001
|
deny
| 660,470
|
UDP
| null | null | null | null | null | null | null | null | 755
| 375
| 1,306
| null | null | null | null | null | null | null |
584b8336-d0db-4bcc-b647-be8265871538
| 2025-07-11T00:43:39
|
ids_alert
|
LogRhythm v7.5.0
|
emergency
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|ids_alert|emergency| desc=LogRhythm Alert: Container Escape detected from 20.88.199.175 targeting 178.212.88.0 MITRE Technique: T1110.003
|
{
"geo_location": "Tuvalu",
"device_hash": "6f2fd031255f87fc05843ebf4b302f09845ca3a9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 10.0; Trident/4.0)",
"session_id": "99d10a50-b3f4-48ac-af48-e503064c0fc8",
"risk_score": 50.81,
"confidence": 0.17
}
|
20.88.199.175
|
178.212.88.0
|
Container Escape
|
SIG-4415
|
Evasion
|
MITRE Technique: T1110.003
|
LogRhythm Alert: Container Escape detected from 20.88.199.175 targeting 178.212.88.0 MITRE Technique: T1110.003
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
de8041fa-fae2-4ccb-b616-cf5537a67f54
| 2029-12-26T10:46:50
|
auth
|
Snort v2.9.20
|
low
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|auth|low| desc=Auth failed for juan94 via SAML from 124.4.111.201 Credential stuffing pattern detected
|
{
"geo_location": "Saint Lucia",
"device_hash": "eca3d2ed164f0fcac7852e83bf6f243ee91457407655fa4ae451878752eea50f",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/59.0.813.0 Safari/535.1",
"session_id": "253c92ae-c64e-4aaf-a26e-ddd685ca7c43",
"risk_score": 35.07,
"confidence": 0.47
}
|
124.4.111.201
| null | null | null | null |
Credential stuffing pattern detected
|
Auth failed for juan94 via SAML from 124.4.111.201 Credential stuffing pattern detected
|
failed
| null | null |
juan94
| null | null | null | null | null | null | null | null | null | null |
SAML
|
0f:57:aa:4b:c7:7a
| null | null | null | null | null |
250c9e5b-785a-432b-9db2-ee662f927208
| 2025-06-05T21:20:41
|
ai
|
Zeek v5.0.0
|
high
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|ai|high| desc=AI system model_inversion by karenwilson MITRE Technique: T1053.005 | Associated Threat Actor: Mustang Panda noise=790F63E5
|
{
"geo_location": "Taiwan",
"device_hash": "cb67c015066518fe1264fc7075663ecd62eda1cb",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; tcy-IN) AppleWebKit/533.48.4 (KHTML, like Gecko) Version/4.0.5 Mobile/8B116 Safari/6533.48.4",
"session_id": "c952baa2-a118-4a4e-b234-06378dbd9980",
"risk_score": 64.55,
"confidence": 0.4
}
| null | null | null | null | null |
MITRE Technique: T1053.005 | Associated Threat Actor: Mustang Panda
|
AI system model_inversion by karenwilson MITRE Technique: T1053.005 | Associated Threat Actor: Mustang Panda
|
model_inversion
| null | null |
karenwilson
| null | null | null | null | null | null | null | null | null | null | null | null |
model-c8b14f45
|
77f519d72db8c0069ff6f7f67794bd56f413b2c0
|
8604cf1cf54c701e9a428638679e348a9d76e7c5
| null | null |
fa5baeb8-7916-4ba1-b34d-7368aec4ec89
| 2025-06-07T23:03:20
|
cloud
|
Darktrace v6.0.0
|
info
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|cloud|info| desc=Cloud shadow_it in Azure by wrightscott No additional info
|
{
"geo_location": "Australia",
"device_hash": "84ead9eafefdf628b487bf73ff8140c4e79e852bb9cd1a71c792b229603de689",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 95; Trident/5.1)",
"session_id": "2f2d440f-9faf-4cdc-bf39-8f3570a63734",
"risk_score": 37.95,
"confidence": 0.65
}
| null | null | null | null | null |
No additional info
|
Cloud shadow_it in Azure by wrightscott No additional info
|
shadow_it
| null | null |
wrightscott
| null | null | null |
{
"baseline_deviation": 1.43,
"entropy": 7.01,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-53930021
|
38cab2b9-ba1d-4b4b-b0f7-4f07a714c31d
| 2025-04-24T12:38:51
|
iot
|
Trellix v10.7.0
|
medium
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|iot|medium| desc=IoT device Camera unusual_activity MITRE Technique: T1486
|
{
"geo_location": "Liechtenstein",
"device_hash": "35650a3691f45b0781a2e35eb13408448a63b64dc0969a6841122599f4a05421",
"user_agent": "Opera/9.61.(X11; Linux x86_64; lzh-TW) Presto/2.9.177 Version/11.00",
"session_id": "d34652d1-50e5-4e2c-af5a-dac038e7c16a",
"risk_score": 73.74,
"confidence": 0.7
}
| null | null | null | null | null |
MITRE Technique: T1486
|
IoT device Camera unusual_activity MITRE Technique: T1486
|
unusual_activity
| null | null | null | null | null | null | null |
Camera
|
iot-531a44c5
|
5.4
| null | null | null | null | null | null | null | null | null | null |
482ec830-7f99-49ae-8a56-1e3be06e0820
| 2025-06-30T21:34:12
|
endpoint
|
Palo Alto Cortex v3.0.0
|
medium
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|endpoint|medium| desc=Endpoint persistence_mechanism /glass/medical.css by msmith MITRE Technique: T1078.004
|
{
"geo_location": "Croatia",
"device_hash": "d6d2307e785f11ed1a0e65dac8d0e90bc3eb4ff7",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_5; rv:1.9.5.20) Gecko/7337-06-12 22:57:57 Firefox/3.8",
"session_id": "47be4498-2000-4e29-b390-ef6629cb18cf",
"risk_score": 33.06,
"confidence": 0.23
}
| null | null | null | null | null |
MITRE Technique: T1078.004
|
Endpoint persistence_mechanism /glass/medical.css by msmith MITRE Technique: T1078.004
|
persistence_mechanism
| null | null |
msmith
|
/glass/medical.css
| 6,818
|
svchost.exe
|
{
"baseline_deviation": 1.64,
"entropy": 2.57,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
f07ffbef-11c8-4217-aa0c-5c4160c7b39b
| 2025-02-18T15:48:56
|
firewall
|
Palo Alto Cortex v3.0.0
|
medium
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow DNS traffic from 3.161.214.40:475 to 102.119.179.136:332 No additional info
|
{
"geo_location": "Burkina Faso",
"device_hash": "7f6beea2cdae2f4d4b9d24c5f3829ae6ec7ad70c",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_8_5 rv:6.0; bhb-IN) AppleWebKit/532.10.6 (KHTML, like Gecko) Version/5.0.5 Safari/532.10.6",
"session_id": "0fe4cf5a-f282-4503-8651-a8ff30d19fe9",
"risk_score": 32.97,
"confidence": 0.85
}
|
3.161.214.40
|
102.119.179.136
| null | null | null |
No additional info
|
Firewall allow DNS traffic from 3.161.214.40:475 to 102.119.179.136:332 No additional info
|
allow
| 530,455
|
DNS
| null | null | null | null | null | null | null | null | 475
| 332
| 806
| null | null | null | null | null | null | null |
fe70a515-f96e-43a3-8c94-944d63d1162c
| 2025-06-25T10:58:12
|
network
|
Palo Alto Cortex v3.0.0
|
high
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|high| desc=Network bandwidth_usage from 154.107.85.87 to 177.80.61.90 Associated Threat Actor: TA505
|
{
"geo_location": "Mayotte",
"device_hash": "72976a5d1dc6fa645139b5c05d6aee9273a2788be4c43cb4fd5deadcee5146ab",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 2_2_1 like Mac OS X) AppleWebKit/535.0 (KHTML, like Gecko) CriOS/14.0.847.0 Mobile/49X650 Safari/535.0",
"session_id": "964adfe3-78d6-450a-9d8c-17dc00ed4708",
"risk_score": 21.02,
"confidence": 0.33
}
|
154.107.85.87
|
177.80.61.90
| null | null | null |
Associated Threat Actor: TA505
|
Network bandwidth_usage from 154.107.85.87 to 177.80.61.90 Associated Threat Actor: TA505
|
bandwidth_usage
| 839,362
|
HTTPS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
c69641e3-d1e6-49d1-9e7f-78464ad69aed
| 2025-02-07T20:19:45
|
iot
|
Snort v2.9.20
|
high
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|high| desc=IoT device HVAC side_channel No additional info
|
{
"geo_location": "Malawi",
"device_hash": "2e7d96f3e7664f254b9c1bffd7d50f27",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98) AppleWebKit/535.6.4 (KHTML, like Gecko) Version/5.0.4 Safari/535.6.4",
"session_id": "80efca27-510c-476e-b2db-88da4fc9cd54",
"risk_score": 52,
"confidence": 0.23
}
| 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-f3fcbbac
|
9.1
| null | null | null | null | null | null | null | null | null | null |
b4cf6e57-cc15-4e08-ab34-95bde73da12d
| 2025-03-24T19:46:47
|
network
|
LogRhythm v7.5.0
|
critical
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|network|critical| desc=Network data_exfiltration from 10.158.190.235 to 41.250.113.37 No additional info noise=tags/blog
|
{
"geo_location": "Slovakia (Slovak Republic)",
"device_hash": "563734131a94505deb00e645ee5bc746951765bb",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 4_2_1 like Mac OS X) AppleWebKit/536.1 (KHTML, like Gecko) CriOS/59.0.865.0 Mobile/80P639 Safari/536.1",
"session_id": "fd49f0aa-24d1-451a-900e-5cc39b4762bc",
"risk_score": 40.22,
"confidence": 0.31
}
|
10.158.190.235
|
41.250.113.37
| null | null | null |
No additional info
|
Network data_exfiltration from 10.158.190.235 to 41.250.113.37 No additional info
|
data_exfiltration
| 980,013
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f7eb1847-fc7e-4720-aec5-defd888463b4
| 2025-02-22T07:07:21
|
ai
|
Splunk v9.0.2
|
low
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|low| desc=AI system fine_tuning by schroederlisa MITRE Technique: T1486
|
{
"geo_location": "Bhutan",
"device_hash": "585a2a78213761252893c438ec68bcf4",
"user_agent": "Mozilla/5.0 (Windows; U; Windows 98; Win 9x 4.90) AppleWebKit/531.13.5 (KHTML, like Gecko) Version/4.0.3 Safari/531.13.5",
"session_id": "62b227be-c06b-41b8-b003-012da3efb8e2",
"risk_score": 38.43,
"confidence": 0.12
}
| null | null | null | null | null |
MITRE Technique: T1486
|
AI system fine_tuning by schroederlisa MITRE Technique: T1486
|
fine_tuning
| null | null |
schroederlisa
| null | null | null | null | null | null | null | null | null | null | null | null |
model-a61e3a2d
|
f86d17d0a2baea82b5bcb898873ae535aae6ea2d8e91ed811ad79f7e3cd3e5eb
|
cbb5a7adf0f4298e0a9645ac8172a4c5c4c41911c10822d089ac493afd0bdab8
| null | null |
e04fcf6e-5ce6-45a2-96c6-6040f1e9e7ae
| 2025-05-16T23:36:48
|
iot
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|medium| desc=IoT device Sensor protocol_violation No additional info
|
{
"geo_location": "British Indian Ocean Territory (Chagos Archipelago)",
"device_hash": "ff916e9783229f92d82547469af85130472c9900",
"user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_0) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/17.0.809.0 Safari/534.1",
"session_id": "eb6157b0-1b88-4b72-9e66-a481b875daf7",
"risk_score": 62.77,
"confidence": 0.24
}
| null | null | null | null | null |
No additional info
|
IoT device Sensor protocol_violation No additional info
|
protocol_violation
| null | null | null | null | null | null | null |
Sensor
|
iot-ecefb874
|
10.1
| null | null | null | null | null | null | null | null | null | null |
5a7dcfb4-6647-4abf-979f-0ef5af628114
| 2025-04-12T19:46:56
|
iot
|
Snort v2.9.20
|
medium
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|iot|medium| desc=IoT device Camera command_injection No additional info noise=charge|others|like
|
{
"geo_location": "Montserrat",
"device_hash": "c5fba4a04022ebcb7a38d999b2683367ecc6098e",
"user_agent": "Mozilla/5.0 (Windows 98; hne-IN; rv:1.9.0.20) Gecko/5696-04-07 02:35:59 Firefox/14.0",
"session_id": "2e132120-768d-42cd-9df3-2c46e67df3f0",
"risk_score": 58.5,
"confidence": 0.77
}
| null | null | null | null | null |
No additional info
|
IoT device Camera command_injection No additional info
|
command_injection
| null | null | null | null | null | null | null |
Camera
|
iot-c17a8318
|
9.7
| null | null | null | null | null | null | null | null | null | null |
52b62497-6bdf-4583-adf0-2eae6d1edde2
| 2025-05-07T19:29:47
|
ids_alert
|
Tanium v7.4.0
|
critical
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|critical| desc=Tanium Alert: DDoS detected from 90.199.114.29 targeting N/A No additional info
|
{
"geo_location": "Afghanistan",
"device_hash": "6304758a4508b790ab3c8714c30b8aabbe6f1163",
"user_agent": "Opera/9.59.(Windows NT 5.01; hi-IN) Presto/2.9.182 Version/12.00",
"session_id": "eec99706-c68c-4a04-a13d-3bb92086831d",
"risk_score": 45.76,
"confidence": 0.53
}
|
90.199.114.29
|
N/A
|
DDoS
|
SIG-9522
|
Malware
|
No additional info
|
Tanium Alert: DDoS detected from 90.199.114.29 targeting N/A No additional info
| null | null | null | null | null | null | null |
{
"baseline_deviation": 0.75,
"entropy": 5.37,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
b73ba00e-3921-4e14-89ce-e51b5a4122e0
| 2025-02-11T10:16:55
|
ids_alert
|
CrowdStrike v6.45.0
|
emergency
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|ids_alert|emergency| desc=CrowdStrike Alert: Living-off-the-Land detected from 141.3.2.62 targeting 189.16.249.6 MITRE Technique: T1574.002
|
{
"geo_location": "Wallis and Futuna",
"device_hash": "c1030d594b67ad0423d1665796222177",
"user_agent": "Opera/8.47.(Windows 95; hr-HR) Presto/2.9.180 Version/12.00",
"session_id": "ccf08234-4895-46fd-9c52-ce6837d1feea",
"risk_score": 46.96,
"confidence": 0.6
}
|
141.3.2.62
|
189.16.249.6
|
Living-off-the-Land
|
SIG-2272
|
Policy
|
MITRE Technique: T1574.002
|
CrowdStrike Alert: Living-off-the-Land detected from 141.3.2.62 targeting 189.16.249.6 MITRE Technique: T1574.002
| null | null | null | null | null | null | null |
{
"baseline_deviation": 1.7,
"entropy": 5.31,
"frequency_anomaly": false,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
45bf3035-93ca-4fa0-8d54-41f404759580
| 2025-06-30T07:45:26
|
cloud
|
Palo Alto Cortex v3.0.0
|
critical
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|critical| desc=Cloud crypto_mining in Azure by mike66 No additional info noise=only|note|international
|
{
"geo_location": "United Kingdom",
"device_hash": "349930eb5bc237f3d113e77bb4b2ad767c94e576bb6193fb065e69bd91bddf4b",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 10.0) AppleWebKit/533.40.3 (KHTML, like Gecko) Version/4.0.4 Safari/533.40.3",
"session_id": "6a4f99f8-0970-46a0-895a-ec3f6d232b4f",
"risk_score": 49.41,
"confidence": 0.81
}
| null | null | null | null | null |
No additional info
|
Cloud crypto_mining in Azure by mike66 No additional info
|
crypto_mining
| null | null |
mike66
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-ad35d7eb
|
3d1ba12d-bd5b-40bd-939c-2ee51423b07c
| 2025-01-22T22:02:58
|
auth
|
Wazuh v4.5.0
|
info
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|auth|info| desc=Auth challenge for michaeljordan via password from 78.185.26.3 MITRE Technique: T1486
|
{
"geo_location": "Syrian Arab Republic",
"device_hash": "ba98fa337a68865166c3498cb3a99ac16e30d544e392c1451e40fed515fc6068",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Win 9x 4.90; Trident/4.0)",
"session_id": "c0634882-0b8b-4940-a76f-1b32f213a523",
"risk_score": 38.32,
"confidence": 0.57
}
|
78.185.26.3
| null | null | null | null |
MITRE Technique: T1486
|
Auth challenge for michaeljordan via password from 78.185.26.3 MITRE Technique: T1486
|
challenge
| null | null |
michaeljordan
| null | null | null | null | null | null | null | null | null | null |
password
|
83:a7:cc:00:a5:fc
| null | null | null | null | null |
e01f1e9c-d7e6-4732-826f-38ae39db1390
| 2025-01-27T09:13:05
|
iot
|
Microsoft Sentinel v1.0.0
|
critical
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|iot|critical| desc=IoT device Camera unusual_activity Associated Threat Actor: Lazarus Group
|
{
"geo_location": "United States Minor Outlying Islands",
"device_hash": "89a233ec9044c31ad13e281303cb5539ae31736e",
"user_agent": "Mozilla/5.0 (compatible; MSIE 7.0; Windows 98; Win 9x 4.90; Trident/5.0)",
"session_id": "324a9835-1ccd-4a54-92fb-a6da798aca60",
"risk_score": 79.63,
"confidence": 0.18
}
| null | null | null | null | null |
Associated Threat Actor: Lazarus Group
|
IoT device Camera unusual_activity Associated Threat Actor: Lazarus Group
|
unusual_activity
| null | null | null | null | null | null | null |
Camera
|
iot-e76cc43f
|
8.8
| null | null | null | null | null | null | null | null | null | null |
d784f345-1639-4056-a023-ec83bcd3aba5
| 2023-01-06T22:10:09
|
cloud
|
FireEye HX v4.5.0
|
info
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|cloud|info| desc=Cloud storage_access in OCI by tracieschneider MITRE Technique: T1134.001
|
{
"geo_location": "Montenegro",
"device_hash": "0a93d558e40f53e32fd112f8c05134906c5137e2",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 4.0) AppleWebKit/532.20.7 (KHTML, like Gecko) Version/4.0 Safari/532.20.7",
"session_id": "8488cc56-a25f-471d-821c-4a7e77d5c673",
"risk_score": 51.6,
"confidence": 0.39
}
| null | null | null | null | null |
MITRE Technique: T1134.001
|
Cloud storage_access in OCI by tracieschneider MITRE Technique: T1134.001
|
storage_access
| null | null |
tracieschneider
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
OCI
|
res-da171d87
|
35498408-60d5-45ca-8330-7f8e18aceb44
| 2025-02-17T16:47:29
|
network
|
Darktrace v6.0.0
|
medium
|
CEF:0|Darktrace v6.0.0|SIEM|1.0|100|network|medium| desc=Network protocol_anomaly from 87.220.39.60 to 143.25.41.94 MITRE Technique: T1574.002 noise=wp-content/main/category
|
{
"geo_location": "Latvia",
"device_hash": "8e37101ead28067060fc0f3b8309c51dbc9a0c1e",
"user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_2_1 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) FxiOS/11.2a8416.0 Mobile/07B924 Safari/535.1",
"session_id": "ce483727-e3b6-43be-bda2-83dfed3c8c66",
"risk_score": 44.5,
"confidence": 0.42
}
|
87.220.39.60
|
143.25.41.94
| null | null | null |
MITRE Technique: T1574.002
|
Network protocol_anomaly from 87.220.39.60 to 143.25.41.94 MITRE Technique: T1574.002
|
protocol_anomaly
| 300,270
|
TCP
| null | null | null | null |
{
"baseline_deviation": 2.18,
"entropy": 7.15,
"frequency_anomaly": true,
"sequence_anomaly": true
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
94100b2c-590c-49e2-92dc-b796c1ca141f
| 2025-02-10T05:49:54
|
cloud
|
Palo Alto Cortex v3.0.0
|
medium
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|cloud|medium| desc=Cloud api_abuse in Azure by okelly No additional info
|
{
"geo_location": "Algeria",
"device_hash": "a32b189173018a82f19385a04720acfd955829c8",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/40.0.808.0 Safari/535.0",
"session_id": "f574a84d-efe1-43ea-a0a5-f660fd0ae4a9",
"risk_score": 59.12,
"confidence": 0.34
}
| null | null | null | null | null |
No additional info
|
Cloud api_abuse in Azure by okelly No additional info
|
api_abuse
| null | null |
okelly
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-00425066
|
5ea04ed2-5851-4225-bc19-7895e2d260ac
| 2028-03-28T01:22:01
|
endpoint
|
QRadar v7.5.0
|
info
|
CEF:0|QRadar v7.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint process_start project by vcobb Associated Threat Actor: Lazarus Group
|
{
"geo_location": "Haiti",
"device_hash": "6a09d7a44c215301c00a505ab563b9d0e84b7e2c5edaa27ae606d5de00e75704",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 3_1 like Mac OS X; ru-UA) AppleWebKit/534.29.4 (KHTML, like Gecko) Version/3.0.5 Mobile/8B118 Safari/6534.29.4",
"session_id": "d49ca923-3b2e-4ff3-a531-5cd5d53ada6d",
"risk_score": 29.18,
"confidence": 0.6
}
| null | null | null | null | null |
Associated Threat Actor: Lazarus Group
|
Endpoint process_start project by vcobb Associated Threat Actor: Lazarus Group
|
process_start
| null | null |
vcobb
|
project
| 345
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
b0840f11-999d-4823-9c39-b37e5e694344
| 2025-06-10T04:26:32
|
cloud
|
AlienVault v5.7.0
|
critical
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|cloud|critical| desc=Cloud api_abuse in Alibaba by michelehawkins No additional info
|
{
"geo_location": "American Samoa",
"device_hash": "0e5232a2bb558c9b0c9156d47f70a34faef5a5a2",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 10.0; Trident/5.0)",
"session_id": "34de97a9-9c58-4576-8787-00e6eebd8596",
"risk_score": 35.26,
"confidence": 0.24
}
| null | null | null | null | null |
No additional info
|
Cloud api_abuse in Alibaba by michelehawkins No additional info
|
api_abuse
| null | null |
michelehawkins
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-515002f4
|
8e975a4a-cbe6-43bf-bb5e-15da1c376599
| 2025-05-12T02:29:45
|
ids_alert
|
Microsoft Sentinel v1.0.0
|
medium
|
CEF:0|Microsoft Sentinel v1.0.0|SIEM|1.0|100|ids_alert|medium| desc=Microsoft Sentinel Alert: Fileless Attack detected from 10.226.250.203 targeting 69.72.121.254 MITRE Technique: T1190
|
{
"geo_location": "Chile",
"device_hash": "9552f6b7f7d7e829de0a26092c2197011f4f2289",
"user_agent": "Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_6_7) AppleWebKit/536.0 (KHTML, like Gecko) Chrome/36.0.824.0 Safari/536.0",
"session_id": "2cced558-86df-4319-ba78-58110858dfea",
"risk_score": 41.42,
"confidence": 0.14
}
|
10.226.250.203
|
69.72.121.254
|
Fileless Attack
|
SIG-9444
|
Exploit
|
MITRE Technique: T1190
|
Microsoft Sentinel Alert: Fileless Attack detected from 10.226.250.203 targeting 69.72.121.254 MITRE Technique: T1190
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2e601790-e5f5-4c43-9851-4397a0a35b7f
| 2025-02-16T19:37:13
|
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: AI Model Poisoning detected from 201.163.96.177 targeting 32.58.41.137 MITRE Technique: T1110.003
|
{
"geo_location": "Lao People's Democratic Republic",
"device_hash": "8a99e6a827525237736b6100bc802a3fdba8ece3",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows 98; Trident/3.1)",
"session_id": "bb8e1176-833b-4fbd-a421-501969638b6c",
"risk_score": 79.22,
"confidence": 0.13
}
|
201.163.96.177
|
32.58.41.137
|
AI Model Poisoning
|
SIG-7072
|
Exploit
|
MITRE Technique: T1110.003
|
Microsoft Sentinel Alert: AI Model Poisoning detected from 201.163.96.177 targeting 32.58.41.137 MITRE Technique: T1110.003
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
f03ddc56-f484-481f-9f0b-388d5534d819
| 2025-01-26T01:18:51
|
cloud
|
CrowdStrike v6.45.0
|
low
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|low| desc=Cloud shadow_it in GCP by hillvalerie No additional info
|
{
"geo_location": "Macao",
"device_hash": "e02462ca0a109447ee0ed416c3b92d3f4924abed1d6520ffcc021a2aaa7f545c",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.6.20) Gecko/2451-01-14 17:02:25 Firefox/4.0",
"session_id": "f9d697c2-b7e4-4a6f-8248-07c8c667ba0d",
"risk_score": 74.42,
"confidence": 0.07
}
| null | null | null | null | null |
No additional info
|
Cloud shadow_it in GCP by hillvalerie No additional info
|
shadow_it
| null | null |
hillvalerie
| null | null | null |
{
"baseline_deviation": 2.99,
"entropy": 4.08,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null |
GCP
|
res-27292bf4
|
ead135b0-b4e3-4e33-bbe5-4e8a3b8f68bc
| 2025-02-21T15:44:13
|
auth
|
Suricata v6.0.10
|
low
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|auth|low| desc=Auth locked for hparker via passwordless from 28.147.125.118 MITRE Technique: T1053.005
|
{
"geo_location": "Estonia",
"device_hash": "35eb0ae97bf53a55f3a32e9f566ef61f",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 4.0; Trident/4.1)",
"session_id": "dacee3a7-b91d-4add-abdd-bed0c928e084",
"risk_score": 26.33,
"confidence": 0.94
}
|
28.147.125.118
| null | null | null | null |
MITRE Technique: T1053.005
|
Auth locked for hparker via passwordless from 28.147.125.118 MITRE Technique: T1053.005
|
locked
| null | null |
hparker
| null | null | null | null | null | null | null | null | null | null |
passwordless
|
ed:bc:44:df:b2:1b
| null | null | null | null | null |
cd0d16f9-9d2e-4d1b-a75a-81fd3a328041
| 2025-03-13T20:33:01
|
network
|
Vectra AI v5.0.0
|
low
|
CEF:0|Vectra AI v5.0.0|SIEM|1.0|100|network|low| desc=Network covert_channel from 72.128.196.100 to 54.26.159.75 MITRE Technique: T1078.004 noise=26E3F7B9
|
{
"geo_location": "Nigeria",
"device_hash": "8efc282b1fca6b6ab82b4caa66a9677f43314bc6",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.01; Trident/5.1)",
"session_id": "ebcd36a9-544b-4732-8277-dc56b7c11bb1",
"risk_score": 100,
"confidence": 0.61
}
|
72.128.196.100
|
54.26.159.75
| null | null | null |
MITRE Technique: T1078.004
|
Network covert_channel from 72.128.196.100 to 54.26.159.75 MITRE Technique: T1078.004
|
covert_channel
| 512,852
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8c41c58e-541d-4cd1-be43-0367977d4c05
| 2025-05-10T22:42:35
|
ai
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|info| desc=AI system model_inversion by shellyprice No additional info
|
{
"geo_location": "American Samoa",
"device_hash": "3c7742b72095033a557a2b1793ae0172a45a5d4316709a7fbd51508d7415f6c9",
"user_agent": "Opera/9.68.(Windows NT 11.0; ss-ZA) Presto/2.9.180 Version/11.00",
"session_id": "ee97d684-6d0f-4d27-a49f-1e2ea32da505",
"risk_score": 54.01,
"confidence": 0.31
}
| null | null | null | null | null |
No additional info
|
AI system model_inversion by shellyprice No additional info
|
model_inversion
| null | null |
shellyprice
| null | null | null | null | null | null | null | null | null | null | null | null |
model-bcce2a0e
|
c65dfe862938556d8a8a4bc2edf6fed895af989c
|
5fed324d2aeae54896c01799caeda0a4c3ed0fec9ce98aa5b9cb6103a0002374
| null | null |
fb4b2339-e130-486a-b06d-3229d76f033f
| 2025-06-09T11:41:24
|
ids_alert
|
OSSEC v3.7.0
|
emergency
|
CEF:0|OSSEC v3.7.0|SIEM|1.0|100|ids_alert|emergency| desc=OSSEC Alert: Living-off-the-Land detected from 36.73.251.98 targeting 178.228.89.228 No additional info
|
{
"geo_location": "Cambodia",
"device_hash": "0c3ee04fabdab6b5ce5719efd0d86023081a4cbb0102bc39118fb8d584b60fe3",
"user_agent": "Mozilla/5.0 (X11; Linux x86_64; rv:1.9.7.20) Gecko/5258-01-30 02:43:43 Firefox/3.8",
"session_id": "d02afc0a-bdde-4248-9724-a744d8931a66",
"risk_score": 37.65,
"confidence": 0.05
}
|
36.73.251.98
|
178.228.89.228
|
Living-off-the-Land
|
SIG-7626
|
Exploit
|
No additional info
|
OSSEC Alert: Living-off-the-Land detected from 36.73.251.98 targeting 178.228.89.228 No additional info
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
3d5fae28-f44d-4f3b-9e1d-68428e18cc54
| 2025-05-06T10:34:46
|
iot
|
FireEye HX v4.5.0
|
critical
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|iot|critical| desc=IoT device Thermostat protocol_violation No additional info
|
{
"geo_location": "Guadeloupe",
"device_hash": "eaa5c88cbf69dd9207bba95a11c4c0d3",
"user_agent": "Mozilla/5.0 (Android 4.0.4; Mobile; rv:24.0) Gecko/24.0 Firefox/24.0",
"session_id": "2b5ecb65-f2b7-4642-8d04-228b1ab6b4b6",
"risk_score": 27.32,
"confidence": 0.2
}
| null | null | null | null | null |
No additional info
|
IoT device Thermostat protocol_violation No additional info
|
protocol_violation
| null | null | null | null | null | null | null |
Thermostat
|
iot-b76a08a8
|
8.5
| null | null | null | null | null | null | null | null | null | null |
7fa6cddb-1c93-464c-b244-9a4226f15374
| 2025-02-03T03:22:26
|
endpoint
|
FireEye HX v4.5.0
|
info
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|endpoint|info| desc=Endpoint memory_injection /because/exist.webm by mtaylor Unconventional IOC: Power consumption spikes
|
{
"geo_location": "Sierra Leone",
"device_hash": "db939cdf71e1c80750eae2fdd0d45663be8891d4a9d599162296d3641beed8d6",
"user_agent": "Opera/8.18.(Windows NT 5.0; gez-ET) Presto/2.9.180 Version/11.00",
"session_id": "8ffaade4-a0e8-45e7-b038-083ce3044e1b",
"risk_score": 46.68,
"confidence": 0.64
}
| null | null | null | null | null |
Unconventional IOC: Power consumption spikes
|
Endpoint memory_injection /because/exist.webm by mtaylor Unconventional IOC: Power consumption spikes
|
memory_injection
| null | null |
mtaylor
|
/because/exist.webm
| 7,236
|
svchost.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
d877b89c-05c4-45ba-98ba-e186770bf189
| 2025-05-26T06:22:40
|
cloud
|
Wazuh v4.5.0
|
medium
|
CEF:0|Wazuh v4.5.0|SIEM|1.0|100|cloud|medium| desc=Cloud lambda_execution in Alibaba by kimberlygill No additional info
|
{
"geo_location": "Saint Barthelemy",
"device_hash": "858d5ef7b15bd325e1536c574f87de8c25f13961e5c920af14bc3b5ec368f3fa",
"user_agent": "Mozilla/5.0 (Linux; Android 7.1.1) AppleWebKit/533.0 (KHTML, like Gecko) Chrome/29.0.840.0 Safari/533.0",
"session_id": "a954a53b-ada8-4534-b7ab-1dd838b253a4",
"risk_score": 91.75,
"confidence": 0.96
}
| null | null | null | null | null |
No additional info
|
Cloud lambda_execution in Alibaba by kimberlygill No additional info
|
lambda_execution
| null | null |
kimberlygill
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-1cea834e
|
0b33c38e-9437-4d38-9f41-9f7a99faa795
| 2025-03-22T10:15:15
|
firewall
|
Zeek v5.0.0
|
medium
|
CEF:0|Zeek v5.0.0|SIEM|1.0|100|firewall|medium| desc=Firewall allow TCP traffic from 59.97.129.232:100 to 10.152.56.20:665 No additional info noise=QW55dGhpbmcu
|
{
"geo_location": "Guinea-Bissau",
"device_hash": "f4a0a8b9872374ab9c59faa66151da26",
"user_agent": "Mozilla/5.0 (Windows NT 5.0; uk-UA; rv:1.9.2.20) Gecko/9419-02-19 02:23:15 Firefox/10.0",
"session_id": "908736e9-c927-44c2-a538-91d89c57259b",
"risk_score": 100,
"confidence": 0.38
}
|
59.97.129.232
|
10.152.56.20
| null | null | null |
No additional info
|
Firewall allow TCP traffic from 59.97.129.232:100 to 10.152.56.20:665 No additional info
|
allow
| 635,157
|
TCP
| null | null | null | null | null | null | null | null | 100
| 665
| 1,162
| null | null | null | null | null | null | null |
47b61632-dd45-420d-9129-a06493ccdc2a
| 2025-03-11T14:40:43
|
auth
|
LogRhythm v7.5.0
|
medium
|
CEF:0|LogRhythm v7.5.0|SIEM|1.0|100|auth|medium| desc=Auth bypass for hernandezrichard via OAuth from 31.221.204.199 Unconventional IOC: Thermal sensor anomalies
|
{
"geo_location": "Congo",
"device_hash": "b1068dad5ee47e25b3752ee3649ca866569733d78367527a6fb95cec53c1f56f",
"user_agent": "Mozilla/5.0 (Linux; Android 4.4.1) AppleWebKit/531.0 (KHTML, like Gecko) Chrome/42.0.861.0 Safari/531.0",
"session_id": "a0ca5ead-a624-48aa-9a86-348a5e35c613",
"risk_score": 23.3,
"confidence": 0.92
}
|
31.221.204.199
| null | null | null | null |
Unconventional IOC: Thermal sensor anomalies
|
Auth bypass for hernandezrichard via OAuth from 31.221.204.199 Unconventional IOC: Thermal sensor anomalies
|
bypass
| null | null |
hernandezrichard
| null | null | null | null | null | null | null | null | null | null |
OAuth
|
a8:3e:e0:f8:4c:62
| null | null | null | null | null |
3db947e4-cb88-4635-bd80-32f4b5f07eaf
| 2025-05-08T00:10:27
|
ai
|
Snort v2.9.20
|
info
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|info| desc=AI system model_access by chrisking MITRE Technique: T1566.001
|
{
"geo_location": "Russian Federation",
"device_hash": "768e91f21b524fd0331beb6982750e8c",
"user_agent": "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_9_0) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/30.0.886.0 Safari/532.0",
"session_id": "ff473614-e1e5-4ebf-b934-5835f0d51a55",
"risk_score": 66,
"confidence": 0.45
}
| null | null | null | null | null |
MITRE Technique: T1566.001
|
AI system model_access by chrisking MITRE Technique: T1566.001
|
model_access
| null | null |
chrisking
| null | null | null | null | null | null | null | null | null | null | null | null |
model-3e59f794
|
c16ac23c630e32ada57c0d7d7ec78f24d7293a2524bd035a980c7c5f3a94e7ba
|
4687a99a2f7a46a2f1c793fb0fe97ccb933e8d6e
| null | null |
51147084-e2ab-42a9-be00-194ee6e0ad55
| 2025-06-15T10:01:51
|
ai
|
Splunk v9.0.2
|
medium
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|medium| desc=AI system membership_inference by kingsusan No additional info
|
{
"geo_location": "Sri Lanka",
"device_hash": "c2037df2f2735a810133c78e5273f8e4672d74b6",
"user_agent": "Opera/8.53.(Windows 95; as-IN) Presto/2.9.163 Version/11.00",
"session_id": "0c310ed5-f5ba-4890-8950-14555b662a0b",
"risk_score": 69.66,
"confidence": 0.94
}
| null | null | null | null | null |
No additional info
|
AI system membership_inference by kingsusan No additional info
|
membership_inference
| null | null |
kingsusan
| null | null | null | null | null | null | null | null | null | null | null | null |
model-01de1c92
|
30c35c760925fc1d4681dc6b645f1bebad412a7bda7585d34ed03857a9632a34
|
e5d32295a74a52f78ac021eba93a29cb
| null | null |
9cd4e9a8-f612-470f-85ff-cc1b98992a7b
| 2025-06-09T22:44:24
|
cloud
|
CrowdStrike v6.45.0
|
info
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|info| desc=Cloud storage_access in Azure by kiddsara MITRE Technique: T1547.001
|
{
"geo_location": "Indonesia",
"device_hash": "07a706e53d72924447d8dc9d88bb2565bd35544d",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 95; Trident/5.1)",
"session_id": "ab55ca9f-90bf-4266-ae00-47f145f14381",
"risk_score": 24.47,
"confidence": 0.04
}
| null | null | null | null | null |
MITRE Technique: T1547.001
|
Cloud storage_access in Azure by kiddsara MITRE Technique: T1547.001
|
storage_access
| null | null |
kiddsara
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Azure
|
res-367b68ce
|
c5b5e444-186b-4060-ad62-4c765f49957a
| 2025-01-26T12:07:33
|
ai
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|ai|info| desc=AI system fine_tuning by joseph69 No additional info
|
{
"geo_location": "United States Minor Outlying Islands",
"device_hash": "b52bfda8dc7a6a557ae50d0f6a1db4d373a3d9b3",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 6.2) AppleWebKit/535.40.5 (KHTML, like Gecko) Version/4.0.3 Safari/535.40.5",
"session_id": "3c9bc9b3-4c3c-4433-b299-6ad183180a8a",
"risk_score": 45.34,
"confidence": 0.84
}
| null | null | null | null | null |
No additional info
|
AI system fine_tuning by joseph69 No additional info
|
fine_tuning
| null | null |
joseph69
| null | null | null | null | null | null | null | null | null | null | null | null |
model-cd5c2f87
|
a74dde7327bfd0f0d79eba53b6f5441b9061df74
|
bc66fa17ea33828a88c70865da54405488d374b9159d5fe49d89c87fee40902a
| null | null |
75714b85-01f6-4b40-ba54-c406ab64a37e
| 2025-03-17T07:27:07
|
ids_alert
|
Tanium v7.4.0
|
emergency
|
CEF:0|Tanium v7.4.0|SIEM|1.0|100|ids_alert|emergency| desc=Tanium Alert: Brute Force detected from 10.75.164.119 targeting N/A No additional info
|
{
"geo_location": "Russia",
"device_hash": "e5412d35291dbb4475759d90f5679286cb56018d7f4f5eae0fb43e84fc77ab02",
"user_agent": "Mozilla/5.0 (X11; Linux i686) AppleWebKit/536.2 (KHTML, like Gecko) Chrome/17.0.872.0 Safari/536.2",
"session_id": "e7d65793-ac8e-47f8-8687-5ab36d5b3fc5",
"risk_score": 59.36,
"confidence": 0.33
}
|
10.75.164.119
|
N/A
|
Brute Force
|
SIG-1701
|
Evasion
|
No additional info
|
Tanium Alert: Brute Force detected from 10.75.164.119 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 |
48cd3739-f8ab-40e2-9ca2-61a986a19309
| 2025-05-02T18:22:48
|
ai
|
Snort v2.9.20
|
critical
|
CEF:0|Snort v2.9.20|SIEM|1.0|100|ai|critical| desc=AI system api_abuse by bennettlauren MITRE Technique: T1547.001 | Associated Threat Actor: Wizard Spider
|
{
"geo_location": "Bosnia and Herzegovina",
"device_hash": "b331786615bf8fa7a08830cfff296765f9c767e9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.01; Trident/5.1)",
"session_id": "e7ad2757-fcde-4a2b-82fe-ee9ccaa06726",
"risk_score": 39.63,
"confidence": 0.02
}
| null | null | null | null | null |
MITRE Technique: T1547.001 | Associated Threat Actor: Wizard Spider
|
AI system api_abuse by bennettlauren MITRE Technique: T1547.001 | Associated Threat Actor: Wizard Spider
|
api_abuse
| null | null |
bennettlauren
| null | null | null | null | null | null | null | null | null | null | null | null |
model-c7fed7c4
|
e3fd68a15f8b3f87a69bf8cbac5d9b8f9b2d9d3e
|
93b33e9d2f98caff40115d2c39e2399af27b49726c73bb36a98fc9d2d8e9acae
| null | null |
68e13024-eb47-4ff2-8ad1-7fd24587a639
| 2025-06-13T06:56:15
|
auth
|
Palo Alto Cortex v3.0.0
|
low
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|auth|low| desc=Auth failed for robertmccoy via key from 10.235.87.89 No additional info
|
{
"geo_location": "Palestinian Territory",
"device_hash": "6948af00f3d36f08278a51a0afcb9e18",
"user_agent": "Opera/9.79.(Windows 95; es-US) Presto/2.9.186 Version/11.00",
"session_id": "e2ce07c5-c77e-4e62-8a42-c31d5bcbc402",
"risk_score": 47.16,
"confidence": 0.23
}
|
10.235.87.89
| null | null | null | null |
No additional info
|
Auth failed for robertmccoy via key from 10.235.87.89 No additional info
|
failed
| null | null |
robertmccoy
| null | null | null | null | null | null | null | null | null | null |
key
|
27:64:af:90:64:15
| null | null | null | null | null |
6146e8d9-2ae8-47f0-838b-a4a746fe221a
| 2025-03-20T11:23:52
|
endpoint
|
Carbon Black v7.8.0
|
low
|
CEF:0|Carbon Black v7.8.0|SIEM|1.0|100|endpoint|low| desc=Endpoint wmi_exec /movie/ground.avi by patricia46 No additional info
|
{
"geo_location": "Palestinian Territory",
"device_hash": "bf42bfbdc3f64f82b87882eff28cbc14e00c032ef608e55d5d5634134fc394d5",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 5.01) AppleWebKit/534.46.2 (KHTML, like Gecko) Version/4.0.1 Safari/534.46.2",
"session_id": "ad2ccc5c-3918-4c90-b09a-7d84ba80077a",
"risk_score": 69.76,
"confidence": 0.59
}
| null | null | null | null | null |
No additional info
|
Endpoint wmi_exec /movie/ground.avi by patricia46 No additional info
|
wmi_exec
| null | null |
patricia46
|
/movie/ground.avi
| 1,948
|
powershell.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ce14cb06-5bab-4d2d-b228-6131a93fe225
| 2025-04-19T03:08:00
|
endpoint
|
Suricata v6.0.10
|
high
|
CEF:0|Suricata v6.0.10|SIEM|1.0|100|endpoint|high| desc=Endpoint process_start /more/force.png by ndavis MITRE Technique: T1218.011 | Unconventional IOC: ACPI table modifications | Living-off-the-land technique detected
|
{
"geo_location": "Kyrgyz Republic",
"device_hash": "f0a67074c083b87f1e431a09462c9bdc3c37b6b4e95973291b1c102a783455e9",
"user_agent": "Mozilla/5.0 (compatible; MSIE 6.0; Windows NT 5.0; Trident/4.0)",
"session_id": "b9305deb-986e-4667-89de-c4a7467a98b5",
"risk_score": 68.47,
"confidence": 0.63
}
| null | null | null | null | null |
MITRE Technique: T1218.011 | Unconventional IOC: ACPI table modifications | Living-off-the-land technique detected
|
Endpoint process_start /more/force.png by ndavis MITRE Technique: T1218.011 | Unconventional IOC: ACPI table modifications | Living-off-the-land technique detected
|
process_start
| null | null |
ndavis
|
/more/force.png
| 5,151
|
explorer.exe
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ea1251cd-74c0-4307-86f9-e87a9ed7bf03
| 2025-05-07T21:23:53
|
firewall
|
Trellix v10.7.0
|
info
|
CEF:0|Trellix v10.7.0|SIEM|1.0|100|firewall|info| desc=Firewall log-only TCP traffic from 183.69.104.237:403 to 197.189.113.169:1 No additional info
|
{
"geo_location": "Sri Lanka",
"device_hash": "861ca3d7c3bebcc9d25384090011d3a4",
"user_agent": "Mozilla/5.0 (iPod; U; CPU iPhone OS 4_1 like Mac OS X; cy-GB) AppleWebKit/532.15.5 (KHTML, like Gecko) Version/4.0.5 Mobile/8B113 Safari/6532.15.5",
"session_id": "168cdc59-19b1-42b5-a3b5-d43d70796def",
"risk_score": 75.67,
"confidence": 0.42
}
|
183.69.104.237
|
197.189.113.169
| null | null | null |
No additional info
|
Firewall log-only TCP traffic from 183.69.104.237:403 to 197.189.113.169:1 No additional info
|
log-only
| 468,494
|
TCP
| null | null | null | null | null | null | null | null | 403
| 1
| 360
| null | null | null | null | null | null | null |
fa0c2659-fa71-4e23-88d9-f11c28a3f513
| 2025-06-20T22:18:45
|
network
|
Palo Alto Cortex v3.0.0
|
low
|
CEF:0|Palo Alto Cortex v3.0.0|SIEM|1.0|100|network|low| desc=Network latency_spike from 185.66.164.7 to 176.56.231.31 No additional info
|
{
"geo_location": "Russia",
"device_hash": "ef0d207f7ca9cbde6f97c7c3ae20a38a",
"user_agent": "Mozilla/5.0 (Macintosh; PPC Mac OS X 10_7_4) AppleWebKit/535.0 (KHTML, like Gecko) Chrome/59.0.891.0 Safari/535.0",
"session_id": "9ae3df7a-6c98-4029-9d81-4887dc272ba4",
"risk_score": 25.2,
"confidence": 0.18
}
|
185.66.164.7
|
176.56.231.31
| null | null | null |
No additional info
|
Network latency_spike from 185.66.164.7 to 176.56.231.31 No additional info
|
latency_spike
| 161,972
|
UDP
| null | null | null | null |
{
"baseline_deviation": 1.21,
"entropy": 7.03,
"frequency_anomaly": true,
"sequence_anomaly": false
}
| null | null | null | null | null | null | null | null | null | null | null | null | null |
6bad509d-101d-4ca8-b5d7-ee962dcf5643
| 2025-04-24T19:38:23
|
firewall
|
AlienVault v5.7.0
|
info
|
CEF:0|AlienVault v5.7.0|SIEM|1.0|100|firewall|info| desc=Firewall deny ICMP traffic from 161.116.204.35:377 to 51.201.65.158:2165 MITRE Technique: T1059.005
|
{
"geo_location": "Myanmar",
"device_hash": "26ed3cb53dcfbd639f6c7c298eb1a2098a7f3831",
"user_agent": "Mozilla/5.0 (iPad; CPU iPad OS 17_3 like Mac OS X) AppleWebKit/535.1 (KHTML, like Gecko) CriOS/34.0.830.0 Mobile/32W085 Safari/535.1",
"session_id": "e5aabcc0-2e6f-4c12-a70a-eb23cf49db4c",
"risk_score": 40.75,
"confidence": 0.36
}
|
161.116.204.35
|
51.201.65.158
| null | null | null |
MITRE Technique: T1059.005
|
Firewall deny ICMP traffic from 161.116.204.35:377 to 51.201.65.158:2165 MITRE Technique: T1059.005
|
deny
| 387,558
|
ICMP
| null | null | null | null | null | null | null | null | 377
| 2,165
| 328
| null | null | null | null | null | null | null |
1fa9f93b-b4fe-4876-9286-a5e3b90a6cbd
| 2025-02-08T14:33:42
|
cloud
|
CrowdStrike v6.45.0
|
medium
|
CEF:0|CrowdStrike v6.45.0|SIEM|1.0|100|cloud|medium| desc=Cloud lambda_execution in Alibaba by mdoyle No additional info
|
{
"geo_location": "Denmark",
"device_hash": "713596b489ba712d05ad25463b524a6ba51b9a6149bd1b7e77f6a0a09857615d",
"user_agent": "Mozilla/5.0 (Windows; U; Windows NT 11.0) AppleWebKit/534.8.5 (KHTML, like Gecko) Version/5.0 Safari/534.8.5",
"session_id": "f77eef7b-3a22-4f0e-a008-e359e22d8abb",
"risk_score": 42.86,
"confidence": 0.44
}
| null | null | null | null | null |
No additional info
|
Cloud lambda_execution in Alibaba by mdoyle No additional info
|
lambda_execution
| null | null |
mdoyle
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Alibaba
|
res-97627ab5
|
c50e73c1-3818-46bc-8e84-4d5741c49e05
| 2025-05-18T07:59:08
|
iot
|
Splunk v9.0.2
|
info
|
CEF:0|Splunk v9.0.2|SIEM|1.0|100|iot|info| desc=IoT device Medical command_injection No additional info noise=QWNyb3NzLg==
|
{
"geo_location": "United States Virgin Islands",
"device_hash": "3e1e6fea6fd20b0473eb42870dab4929",
"user_agent": "Mozilla/5.0 (compatible; MSIE 9.0; Windows 98; Trident/4.1)",
"session_id": "28568c50-edab-45b8-b23e-51883e6df561",
"risk_score": 48.59,
"confidence": 0.28
}
| null | null | null | null | null |
No additional info
|
IoT device Medical command_injection No additional info
|
command_injection
| null | null | null | null | null | null |
{
"baseline_deviation": 1.09,
"entropy": 5.66,
"frequency_anomaly": false,
"sequence_anomaly": true
}
|
Medical
|
iot-cf01cab3
|
5.9
| null | null | null | null | null | null | null | null | null | null |
178ec3a2-dbf1-4b23-a6a9-0053627820a0
| 2025-01-25T16:00:57
|
network
|
FireEye HX v4.5.0
|
medium
|
CEF:0|FireEye HX v4.5.0|SIEM|1.0|100|network|medium| desc=Network latency_spike from 10.157.27.126 to 168.84.144.169 No additional info noise=VXAgcGxhY2Uu
|
{
"geo_location": "Ecuador",
"device_hash": "37d58a32a51c7c1e67ad940c11794460",
"user_agent": "Opera/8.81.(X11; Linux x86_64; et-EE) Presto/2.9.170 Version/12.00",
"session_id": "0966b3fb-b795-48eb-b123-24efed5581fc",
"risk_score": 65.15,
"confidence": 0.22
}
|
10.157.27.126
|
168.84.144.169
| null | null | null |
No additional info
|
Network latency_spike from 10.157.27.126 to 168.84.144.169 No additional info
|
latency_spike
| 822,320
|
ICMP
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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