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Computer Vision Annotation Tool

13 CVEs product

Monthly

CVE-2026-23526 HIGH PATCH This Week

CVAT is an open source interactive video and image annotation tool for computer vision. [CVSS 8.8 HIGH]

Information Disclosure AI / ML Computer Vision Annotation Tool
NVD GitHub
CVSS 3.1
8.8
EPSS
0.0%
CVE-2026-23516 MEDIUM PATCH This Month

CVAT is an open source interactive video and image annotation tool for computer vision. [CVSS 5.4 MEDIUM]

RCE AI / ML Computer Vision Annotation Tool
NVD GitHub
CVSS 3.1
5.4
EPSS
0.0%
CVE-2025-49135 MEDIUM PATCH This Month

CVAT is an open source interactive video and image annotation tool for computer vision. Versions 2.2.0 through 2.39.0 have no validation during the import process of a project or task backup to check that the filename specified in the query parameter refers to a TUS-uploaded file belonging to the same user. As a result, if an attacker with a CVAT account and a `user` role knows the filenames of other users' uploads, they could potentially access and steal data by creating projects or tasks using those files. This issue does not affect annotation or dataset TUS uploads, since in this case object-specific temporary directories are used. Users should upgrade to CVAT 2.40.0 or a later version to receive a patch. No known workarounds are available.

Authentication Bypass Computer Vision Annotation Tool
NVD GitHub
CVSS 3.1
6.5
EPSS
0.1%
CVE-2025-48381 MEDIUM PATCH This Month

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Rated medium severity (CVSS 5.3), this vulnerability is remotely exploitable, low attack complexity.

Information Disclosure Computer Vision Annotation Tool
NVD GitHub
CVSS 4.0
5.3
EPSS
0.2%
CVE-2025-23045 HIGH PATCH This Month

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Rated high severity (CVSS 8.7), this vulnerability is remotely exploitable, low attack complexity. This Deserialization of Untrusted Data vulnerability could allow attackers to execute arbitrary code through malicious serialized objects.

RCE Deserialization Computer Vision Annotation Tool
NVD GitHub
CVSS 4.0
8.7
EPSS
0.9%
CVE-2024-47172 MEDIUM PATCH This Month

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Rated medium severity (CVSS 5.4), this vulnerability is remotely exploitable, low attack complexity. This Incorrect Authorization vulnerability could allow attackers to bypass authorization checks to access restricted resources.

Authentication Bypass Computer Vision Annotation Tool
NVD GitHub
CVSS 3.1
5.4
EPSS
0.3%
CVE-2024-47064 MEDIUM PATCH This Month

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Rated medium severity (CVSS 6.3), this vulnerability is remotely exploitable, no authentication required, low attack complexity. This Cross-Site Scripting (XSS) vulnerability could allow attackers to inject malicious scripts into web pages viewed by other users.

XSS Computer Vision Annotation Tool
NVD GitHub
CVSS 4.0
6.3
EPSS
0.3%
CVE-2024-47063 MEDIUM PATCH This Month

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Rated medium severity (CVSS 6.2), this vulnerability is remotely exploitable, low attack complexity. This Cross-Site Scripting (XSS) vulnerability could allow attackers to inject malicious scripts into web pages viewed by other users.

XSS Computer Vision Annotation Tool
NVD GitHub
CVSS 4.0
6.2
EPSS
0.3%
CVE-2024-45393 MEDIUM PATCH This Month

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Rated medium severity (CVSS 6.4), this vulnerability is remotely exploitable, low attack complexity. This Missing Authorization vulnerability could allow attackers to access resources or perform actions without proper authorization checks.

Authentication Bypass Computer Vision Annotation Tool
NVD GitHub
CVSS 3.1
6.4
EPSS
0.2%
CVE-2024-37306 HIGH PATCH This Week

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Rated high severity (CVSS 7.1), this vulnerability is remotely exploitable, no authentication required, low attack complexity. This Cross-Site Request Forgery (CSRF) vulnerability could allow attackers to trick authenticated users into performing unintended actions.

CSRF Computer Vision Annotation Tool
NVD GitHub
CVSS 3.1
7.1
EPSS
0.2%
CVE-2024-37164 HIGH PATCH This Week

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Rated high severity (CVSS 8.5), this vulnerability is remotely exploitable, low attack complexity. This Server-Side Request Forgery (SSRF) vulnerability could allow attackers to make the server perform requests to unintended internal or external resources.

SSRF Microsoft Computer Vision Annotation Tool
NVD GitHub
CVSS 3.1
8.5
EPSS
0.3%
CVE-2022-31188 CRITICAL POC PATCH THREAT Act Now

CVAT is an opensource interactive video and image annotation tool for computer vision. Rated critical severity (CVSS 9.8), this vulnerability is remotely exploitable, no authentication required, low attack complexity. Public exploit code available.

SSRF Computer Vision Annotation Tool
NVD GitHub Exploit-DB
CVSS 3.1
9.8
EPSS
47.8%
CVE-2021-44228 Maven CRITICAL POC KEV PATCH THREAT Act Now

Apache Log4j2 contains a critical JNDI injection vulnerability known as 'Log4Shell' that allows unauthenticated remote code execution through crafted log messages, affecting virtually every Java application on Earth and triggering the largest vulnerability remediation effort in history.

Apache RCE 6Bk1602 0Aa12 0Tp0 Firmware 6Bk1602 0Aa22 0Tp0 Firmware 6Bk1602 0Aa32 0Tp0 Firmware +139
NVD GitHub Exploit-DB
CVSS 3.1
10.0
EPSS
94.4%
Threat
9.8
EPSS 0% CVSS 8.8
HIGH PATCH This Week

CVAT is an open source interactive video and image annotation tool for computer vision. [CVSS 8.8 HIGH]

Information Disclosure AI / ML Computer Vision Annotation Tool
NVD GitHub
EPSS 0% CVSS 5.4
MEDIUM PATCH This Month

CVAT is an open source interactive video and image annotation tool for computer vision. [CVSS 5.4 MEDIUM]

RCE AI / ML Computer Vision Annotation Tool
NVD GitHub
EPSS 0% CVSS 6.5
MEDIUM PATCH This Month

CVAT is an open source interactive video and image annotation tool for computer vision. Versions 2.2.0 through 2.39.0 have no validation during the import process of a project or task backup to check that the filename specified in the query parameter refers to a TUS-uploaded file belonging to the same user. As a result, if an attacker with a CVAT account and a `user` role knows the filenames of other users' uploads, they could potentially access and steal data by creating projects or tasks using those files. This issue does not affect annotation or dataset TUS uploads, since in this case object-specific temporary directories are used. Users should upgrade to CVAT 2.40.0 or a later version to receive a patch. No known workarounds are available.

Authentication Bypass Computer Vision Annotation Tool
NVD GitHub
EPSS 0% CVSS 5.3
MEDIUM PATCH This Month

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Rated medium severity (CVSS 5.3), this vulnerability is remotely exploitable, low attack complexity.

Information Disclosure Computer Vision Annotation Tool
NVD GitHub
EPSS 1% CVSS 8.7
HIGH PATCH This Month

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Rated high severity (CVSS 8.7), this vulnerability is remotely exploitable, low attack complexity. This Deserialization of Untrusted Data vulnerability could allow attackers to execute arbitrary code through malicious serialized objects.

RCE Deserialization Computer Vision Annotation Tool
NVD GitHub
EPSS 0% CVSS 5.4
MEDIUM PATCH This Month

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Rated medium severity (CVSS 5.4), this vulnerability is remotely exploitable, low attack complexity. This Incorrect Authorization vulnerability could allow attackers to bypass authorization checks to access restricted resources.

Authentication Bypass Computer Vision Annotation Tool
NVD GitHub
EPSS 0% CVSS 6.3
MEDIUM PATCH This Month

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Rated medium severity (CVSS 6.3), this vulnerability is remotely exploitable, no authentication required, low attack complexity. This Cross-Site Scripting (XSS) vulnerability could allow attackers to inject malicious scripts into web pages viewed by other users.

XSS Computer Vision Annotation Tool
NVD GitHub
EPSS 0% CVSS 6.2
MEDIUM PATCH This Month

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Rated medium severity (CVSS 6.2), this vulnerability is remotely exploitable, low attack complexity. This Cross-Site Scripting (XSS) vulnerability could allow attackers to inject malicious scripts into web pages viewed by other users.

XSS Computer Vision Annotation Tool
NVD GitHub
EPSS 0% CVSS 6.4
MEDIUM PATCH This Month

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Rated medium severity (CVSS 6.4), this vulnerability is remotely exploitable, low attack complexity. This Missing Authorization vulnerability could allow attackers to access resources or perform actions without proper authorization checks.

Authentication Bypass Computer Vision Annotation Tool
NVD GitHub
EPSS 0% CVSS 7.1
HIGH PATCH This Week

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Rated high severity (CVSS 7.1), this vulnerability is remotely exploitable, no authentication required, low attack complexity. This Cross-Site Request Forgery (CSRF) vulnerability could allow attackers to trick authenticated users into performing unintended actions.

CSRF Computer Vision Annotation Tool
NVD GitHub
EPSS 0% CVSS 8.5
HIGH PATCH This Week

Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. Rated high severity (CVSS 8.5), this vulnerability is remotely exploitable, low attack complexity. This Server-Side Request Forgery (SSRF) vulnerability could allow attackers to make the server perform requests to unintended internal or external resources.

SSRF Microsoft Computer Vision Annotation Tool
NVD GitHub
EPSS 48% CVSS 9.8
CRITICAL POC PATCH THREAT Act Now

CVAT is an opensource interactive video and image annotation tool for computer vision. Rated critical severity (CVSS 9.8), this vulnerability is remotely exploitable, no authentication required, low attack complexity. Public exploit code available.

SSRF Computer Vision Annotation Tool
NVD GitHub Exploit-DB
EPSS 94% 9.8 CVSS 10.0
CRITICAL POC KEV PATCH THREAT Act Now

Apache Log4j2 contains a critical JNDI injection vulnerability known as 'Log4Shell' that allows unauthenticated remote code execution through crafted log messages, affecting virtually every Java application on Earth and triggering the largest vulnerability remediation effort in history.

Apache RCE 6Bk1602 0Aa12 0Tp0 Firmware +141
NVD GitHub Exploit-DB

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