CVE-2025-23045: high-severity vulnerability in cvat-ai cvat
CVAT allows remote code execution via tracker Nuclio functions
Published
E-mail alert when it lands in KEV, gets a public PoC or its score goes up.
21Vexday Risk Score
No sign of exploitation. No public exploitation artifact known so far.
ssvc Trackcvss 8.7epss 0.5%
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: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
cvat-ai · cvatRelated CVEs — cvat-ai cvat
In the same product, most dangerous first.
CVE-2022-31188HIGHServer-Side Request Forgery Vulnerability in Computer Vision Annotation Tool (CVAT)EPSS 48.2%CVE-2026-73220HIGHCVAT: Stored XSS via annotation guides in audio tasksEPSS 0.5%CVE-2026-73219MEDIUMCVAT: Denial of service with regards to automatic annotationEPSS 0.5%CVE-2026-47682HIGHCVAT: Missing path-containment validation in multiple entry points allows arbitrary path writesEPSS 0.5%CVE-2026-73221MEDIUMCVAT: Flawed authorization logic in endpoints related to lambda requestsEPSS 0.4%CVE-2026-65986HIGHCVAT has stored XSS via annotation guide assetsEPSS 0.4%