CVE-2024-37164 Vulnerability Analysis & Exploit Details

CVE-2024-37164
Vulnerability Scoring

7.1
/10
Very High Risk

Highly exploitable, CVE-2024-37164 poses a critical security risk that could lead to severe breaches.

Attack Complexity Details

  • Attack Complexity: High
    Exploits require significant effort and special conditions.
  • Attack Vector: Network
    Vulnerability is exploitable over a network without physical access.
  • Privileges Required: Low
    Some privileges are necessary to exploit the vulnerability.
  • Scope: Changed
    Successful exploitation can impact components beyond the vulnerable component.
  • User Interaction: None
    No user interaction is necessary for exploitation.

CVE-2024-37164 Details

Status: Analyzed

Last updated: 🕝 21 Jan 2025, 14:35 UTC
Originally published on: 🕒 13 Jun 2024, 15:15 UTC

Time between publication and last update: 221 days

CVSS Release: version 3

CVSS3 Source

security-advisories@github.com

CVSS3 Type

Secondary

CVSS3 Vector

CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:C/C:L/I:H/A:N

CVE-2024-37164 Vulnerability Summary

CVE-2024-37164: Computer Vision Annotation Tool (CVAT) is an interactive video and image annotation tool for computer vision. CVAT allows users to supply custom endpoint URLs for cloud storages based on Amazon S3 and Azure Blob Storage. Starting in version 2.1.0 and prior to version 2.14.3, an attacker with a CVAT account can exploit this feature by specifying URLs whose host part is an intranet IP address or an internal domain name. By doing this, the attacker may be able to probe the network that the CVAT backend runs in for HTTP(S) servers. In addition, if there is a web server on this network that is sufficiently API-compatible with an Amazon S3 or Azure Blob Storage endpoint, and either allows anonymous access, or allows authentication with credentials that are known by the attacker, then the attacker may be able to create a cloud storage linked to this server. They may then be able to list files on the server; extract files from the server, if these files are of a type that CVAT supports reading from cloud storage (media data (such as images/videos/archives), importable annotations or datasets, task/project backups); and/or overwrite files on this server with exported annotations/datasets/backups. The exact capabilities of the attacker will depend on how the internal server is configured. Users should upgrade to CVAT 2.14.3 to receive a patch. In this release, the existing SSRF mitigation measures are applied to requests to cloud providers, with access to intranet IP addresses prohibited by default. Some workarounds are also available. One may use network security solutions such as virtual networks or firewalls to prohibit network access from the CVAT backend to unrelated servers on your internal network and/or require authentication for access to internal servers.

Assessing the Risk of CVE-2024-37164

Access Complexity Graph

The exploitability of CVE-2024-37164 depends on two key factors: attack complexity (the level of effort required to execute an exploit) and privileges required (the access level an attacker needs).

Exploitability Analysis for CVE-2024-37164

This vulnerability, CVE-2024-37164, requires a high level of attack complexity and low privileges, making it difficult but not impossible to exploit. Organizations should ensure robust security configurations to mitigate risks.

Understanding AC and PR

A lower complexity and fewer privilege requirements make exploitation easier. Security teams should evaluate these aspects to determine the urgency of mitigation strategies, such as patch management and access control policies.

Attack Complexity (AC) measures the difficulty in executing an exploit. A high AC means that specific conditions must be met, making an attack more challenging, while a low AC means the vulnerability can be exploited with minimal effort.

Privileges Required (PR) determine the level of system access necessary for an attack. Vulnerabilities requiring no privileges are more accessible to attackers, whereas high privilege requirements limit exploitation to authorized users with elevated access.

CVSS Score Breakdown Chart

Above is the CVSS Sub-score Breakdown for CVE-2024-37164, illustrating how Base, Impact, and Exploitability factors combine to form the overall severity rating. A higher sub-score typically indicates a more severe or easier-to-exploit vulnerability.

CIA Impact Analysis

Below is the Impact Analysis for CVE-2024-37164, showing how Confidentiality, Integrity, and Availability might be affected if the vulnerability is exploited. Higher values usually signal greater potential damage.

  • Confidentiality: Low
    CVE-2024-37164 could lead to minor leaks of non-critical information without major privacy breaches.
  • Integrity: High
    CVE-2024-37164 could allow unauthorized modifications to data, potentially affecting system reliability and trust.
  • Availability: None
    CVE-2024-37164 does not impact system availability.

Exploit Prediction Scoring System (EPSS)

The EPSS score estimates the probability that this vulnerability will be exploited in the near future.

EPSS Score: 0.046% (probability of exploit)

EPSS Percentile: 19.02% (lower percentile = lower relative risk)
This vulnerability is less risky than approximately 80.98% of others.

CVE-2024-37164 References

External References

CWE Common Weakness Enumeration

CWE-918

CAPEC Common Attack Pattern Enumeration and Classification

  • Server Side Request Forgery CAPEC-664 An adversary exploits improper input validation by submitting maliciously crafted input to a target application running on a server, with the goal of forcing the server to make a request either to itself, to web services running in the server’s internal network, or to external third parties. If successful, the adversary’s request will be made with the server’s privilege level, bypassing its authentication controls. This ultimately allows the adversary to access sensitive data, execute commands on the server’s network, and make external requests with the stolen identity of the server. Server Side Request Forgery attacks differ from Cross Site Request Forgery attacks in that they target the server itself, whereas CSRF attacks exploit an insecure user authentication mechanism to perform unauthorized actions on the user's behalf.

Vulnerable Configurations

  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.1.0:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.1.0:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.2.0:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.2.0:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.3.0:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.3.0:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.0:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.0:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.1:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.1:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.2:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.2:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.3:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.3:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.4:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.4:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.5:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.5:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.6:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.6:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.7:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.7:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.8:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.8:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.9:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.4.9:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.5.0:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.5.0:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.5.1:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.5.1:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.5.2:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.5.2:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.6.0:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.6.0:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.6.1:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.6.1:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.6.2:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.6.2:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.7.0:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.7.0:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.7.1:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.7.1:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.7.2:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.7.2:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.7.3:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.7.3:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.7.4:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.7.4:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.7.5:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.7.5:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.7.6:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.7.6:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.8.0:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.8.0:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.8.1:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.8.1:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.8.2:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.8.2:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.9.0:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.9.0:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.9.1:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.9.1:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.9.2:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.9.2:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.10.0:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.10.0:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.10.1:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.10.1:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.10.2:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.10.2:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.10.3:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.10.3:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.11.0:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.11.0:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.11.1:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.11.1:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.11.2:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.11.2:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.11.3:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.11.3:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.12.0:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.12.0:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.12.1:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.12.1:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.13.0:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.13.0:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.14.0:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.14.0:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.14.1:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.14.1:*:*:*:*:*:*:*
  • cpe:2.3:a:cvat:computer_vision_annotation_tool:2.14.2:*:*:*:*:*:*:*
    cpe:2.3:a:cvat:computer_vision_annotation_tool:2.14.2:*:*:*:*:*:*:*

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