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CVE-2024-2928: Local File Inclusion in mlflow

June 6, 2024 (updated April 8, 2025)

A Local File Inclusion (LFI) vulnerability was identified in mlflow/mlflow, specifically in version 2.9.2, which was fixed in version 2.11.3. This vulnerability arises from the application’s failure to properly validate URI fragments for directory traversal sequences such as ‘../’. An attacker can exploit this flaw by manipulating the fragment part of the URI to read arbitrary files on the local file system, including sensitive files like ‘/etc/passwd’. The vulnerability is a bypass to a previous patch that only addressed similar manipulation within the URI’s query string, highlighting the need for comprehensive validation of all parts of a URI to prevent LFI attacks.

References

  • github.com/advisories/GHSA-j46q-5pxx-8vmw
  • github.com/mlflow/mlflow
  • github.com/mlflow/mlflow/commit/96f0b573a73d8eedd6735a2ce26e08859527be07
  • github.com/pypa/advisory-database/tree/main/vulns/mlflow/PYSEC-2024-242.yaml
  • huntr.com/bounties/19bf02d7-6393-4a95-b9d0-d6d4d2d8c298
  • nvd.nist.gov/vuln/detail/CVE-2024-2928

Code Behaviors & Features

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Affected versions

All versions before 2.11.3

Fixed versions

  • 2.11.3

Solution

Upgrade to version 2.11.3 or above.

Impact 7.5 HIGH

CVSS:3.1/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')
  • CWE-29: Path Traversal: '..filename'

Source file

pypi/mlflow/CVE-2024-2928.yml

Spotted a mistake? Edit the file on GitLab.

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