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  5. CVE-2024-1594

CVE-2024-1594: mlflow vulnerable to Path Traversal

April 16, 2024

A path traversal vulnerability exists in the mlflow/mlflow repository, specifically within the handling of the artifact_location parameter when creating an experiment. Attackers can exploit this vulnerability by using a fragment component # in the artifact location URI to read arbitrary files on the server in the context of the server’s process. This issue is similar to CVE-2023-6909 but utilizes a different component of the URI to achieve the same effect.

References

  • github.com/advisories/GHSA-m49c-5c52-6696
  • github.com/mlflow/mlflow
  • github.com/mlflow/mlflow/blob/b929a3e727dc48a1eb19b7e954b7897ac09ad3ec/mlflow/utils/uri.py
  • huntr.com/bounties/424b6f6b-e778-4a2b-b860-39730d396f3e
  • nvd.nist.gov/vuln/detail/CVE-2024-1594

Code Behaviors & Features

Detect and mitigate CVE-2024-1594 with GitLab Dependency Scanning

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Affected versions

All versions up to 2.9.2

Solution

Unfortunately, there is no solution available yet.

Impact 7.5 HIGH

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

Learn more about CVSS

Weakness

  • CWE-22: Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal')

Source file

pypi/mlflow/CVE-2024-1594.yml

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