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  5. CVE-2024-27133

CVE-2024-27133: MLFlow Cross-site Scripting vulnerability leads to client-side Remote Code Execution

February 24, 2024 (updated April 8, 2025)

Insufficient sanitization in MLflow leads to XSS when running a recipe that uses an untrusted dataset. This issue leads to a client-side RCE when running the recipe in Jupyter Notebook. The vulnerability stems from lack of sanitization over dataset table fields.

References

  • github.com/advisories/GHSA-3v79-q7ph-j75h
  • github.com/mlflow/mlflow
  • github.com/mlflow/mlflow/commit/c43823750bffa5b6abcc086683b15a068513b67b
  • github.com/mlflow/mlflow/commit/cfa71879a884cc3520e23ccab998c9aa78fdf2b1
  • github.com/mlflow/mlflow/pull/10893
  • github.com/pypa/advisory-database/tree/main/vulns/mlflow/PYSEC-2024-241.yaml
  • nvd.nist.gov/vuln/detail/CVE-2024-27133
  • research.jfrog.com/vulnerabilities/mlflow-untrusted-dataset-xss-jfsa-2024-000631932

Code Behaviors & Features

Detect and mitigate CVE-2024-27133 with GitLab Dependency Scanning

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Affected versions

All versions before 2.10.0

Fixed versions

  • 2.10.0

Solution

Upgrade to version 2.10.0 or above.

Impact 7.5 HIGH

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

Learn more about CVSS

Weakness

  • CWE-79: Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting')

Source file

pypi/mlflow/CVE-2024-27133.yml

Spotted a mistake? Edit the file on GitLab.

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