CVE-2025-23045
CVE-2025-23045 is a critical-severity vulnerability in Cvat Computer Vision Annotation Tool with a CVSS 3.x base score of 9.8. It is not currently listed as actively exploited by CISA, and its EPSS exploit-prediction score is low. The underlying weakness is classified as CWE-502.
Key facts
- Severity: Critical (CVSS 3.x base score 9.8)
- CVSS v4: 8.7
- EPSS exploit prediction: 0% (38th percentile)
- Actively exploited: Not listed in CISA KEV
- EU (EUVD) id: EUVD-2025-3093
- Weakness: CWE-502
- Affected product: Cvat Computer Vision Annotation Tool
- Published:
- Last modified:
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.
Frequently asked questions
- What is CVE-2025-23045?
- 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.
- How severe is CVE-2025-23045?
- CVE-2025-23045 has a CVSS 3.x base score of 9.8, rated critical severity. It is exploitable over network with low attack complexity, requires no privileges and no user interaction. Impact on confidentiality is high, integrity high, and availability high.
- Is CVE-2025-23045 being actively exploited?
- It is not currently listed in CISA's KEV catalog. Its EPSS exploit-prediction score is 0% (38th percentile), an estimate of the probability of exploitation in the next 30 days.
- What products are affected by CVE-2025-23045?
- CVE-2025-23045 affects Cvat Computer Vision Annotation Tool. See the affected-products list for the exact vulnerable versions.
- How do I fix CVE-2025-23045?
- Review the linked vendor and NVD advisories for patched versions and mitigations, then upgrade or apply the recommended workaround. Given its critical severity, prioritise patching exposed systems.
- Does CVE-2025-23045 have an EU (EUVD) identifier?
- Yes. CVE-2025-23045 is tracked in the ENISA EU Vulnerability Database (EUVD) as EUVD-2025-3093.
- When was CVE-2025-23045 published?
- CVE-2025-23045 was published on 2025-01-28 and last updated on 2026-06-17.
References
- https://github.com/cvat-ai/cvat/commit/563e1dfde64b15fa042b23f9d09cd854b35f0366
- https://github.com/cvat-ai/cvat/security/advisories/GHSA-wq36-mxf8-hv62
Affected products (1)
- cpe:2.3:a:cvat:computer_vision_annotation_tool:*:*:*:*:*:*:*:*
More vulnerabilities in Cvat Computer Vision Annotation Tool
- CVE-2021-45046 — Critical (CVSS 9.0): It was found that the fix to address CVE-2021-44228 in Apache Log4j 2.15.0 was incomplete in certain non-default…
- CVE-2026-23526 — High (CVSS 8.8): CVAT is an open source interactive video and image annotation tool for computer vision. In versions 1.0.0 through…
- CVE-2022-31188 — High (CVSS 8.6): CVAT is an opensource interactive video and image annotation tool for computer vision. Versions prior to 2.0.0 were…
- CVE-2024-37306 — High (CVSS 7.1): Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Starting…
- CVE-2024-37164 — High (CVSS 7.1): Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. CVAT…
- CVE-2025-49135 — Medium (CVSS 6.5): CVAT is an open source interactive video and image annotation tool for computer vision. Versions 2.2.0 through 2.39.0…
All CVEs affecting Cvat Computer Vision Annotation Tool →
Other CWE-502 (Deserialization of Untrusted Data) vulnerabilities
- CVE-2026-41104 — Critical (CVSS 10.0): Deserialization of untrusted data in Microsoft Planetary Computer Pro allows an unauthorized attacker to disclose…
- CVE-2026-43633 — Critical (CVSS 10.0): HestiaCP versions 1.9.0 through 1.9.4 contain a deserialization vulnerability in the web terminal component caused by a…
- CVE-2026-33819 — Critical (CVSS 10.0): Deserialization of untrusted data in Microsoft Bing allows an unauthorized attacker to execute code over a network.
- CVE-2026-20131 — Critical (CVSS 10.0): A vulnerability in the web-based management interface of Cisco Secure Firewall Management Center (FMC) Software could…
- CVE-2026-25632 — Critical (CVSS 10.0): EPyT-Flow is a Python package designed for the easy generation of hydraulic and water quality scenario data of water…
- CVE-2025-14931 — Critical (CVSS 10.0): Hugging Face smolagents Remote Python Executor Deserialization of Untrusted Data Remote Code Execution Vulnerability.…
Browse all CWE-502 (Deserialization of Untrusted Data) vulnerabilities →