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  5. CVE-2024-4263

CVE-2024-4263: MLflow allows low privilege users to delete any artifact

May 16, 2024

A broken access control vulnerability exists in mlflow/mlflow versions before 2.10.1, where low privilege users with only EDIT permissions on an experiment can delete any artifacts. This issue arises due to the lack of proper validation for DELETE requests by users with EDIT permissions, allowing them to perform unauthorized deletions of artifacts. The vulnerability specifically affects the handling of artifact deletions within the application, as demonstrated by the ability of a low privilege user to delete a directory inside an artifact using a DELETE request, despite the official documentation stating that users with EDIT permission can only read and update artifacts, not delete them.

References

  • github.com/advisories/GHSA-p4jx-q62p-x5jr
  • github.com/mlflow/mlflow
  • github.com/mlflow/mlflow/commit/b43e0e3de5b500554e13dc032ba2083b2d6c94b8
  • github.com/pypa/advisory-database/tree/main/vulns/mlflow/PYSEC-2024-51.yaml
  • huntr.com/bounties/bfa116d3-2af8-4c4a-ac34-ccde7491ae11
  • nvd.nist.gov/vuln/detail/CVE-2024-4263

Code Behaviors & Features

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Affected versions

All versions before 2.10.1

Fixed versions

  • 2.10.1

Solution

Upgrade to version 2.10.1 or above.

Impact 5.4 MEDIUM

CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:L/A:L

Learn more about CVSS

Weakness

  • CWE-284: Improper Access Control

Source file

pypi/mlflow/CVE-2024-4263.yml

Spotted a mistake? Edit the file on GitLab.

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