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Vulnerability details

CVE-2025-23045

cvat-ai cvat

CVAT allows remote code execution via tracker Nuclio functions

CVSS 4.0
8.7High

Official description

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. An attacker with an account on an affected CVAT instance is able to run arbitrary code in the context of the Nuclio function container. This vulnerability affects CVAT deployments that run any of the serverless functions of type tracker from the CVAT Git repository, namely TransT and SiamMask. Deployments with custom functions of type tracker may also be affected, depending on how they handle state serialization. If a function uses an unsafe serialization library such as pickle or jsonpickle, it's likely to be vulnerable. Upgrade to CVAT 2.26.0 or later. If you are unable to upgrade, shut down any instances of the TransT or SiamMask functions you're running.

CVSS scores

ScoreVersionSourceVector
8.7High 4.0 CVEProject cvelistV5 (CNA) (GitHub_M) CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:L/SC:N/SI:N/SA:N

Affected products

VendorProductVersionsSource
cvat-ai cvat >= 1.1.0, < 2.26.0 CVEProject cvelistV5 (CNA)

References and advisories

2
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Details

Published
2025-01-28
Last updated
2025-01-28
State
Published
Assigner (CNA)
GitHub_M

Exploit prediction (EPSS)

0.51%
Probability of exploitation in 30 days
44.1%
Percentile (among all CVEs)

SSVC assessment (CISA)

Automatable
Yes
Exploitation
None
Technical impact
Partial

Weaknesses (CWE)

  • CWE-502
    Deserialization of Untrusted Data