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

February 24, 2024 (updated February 27, 2024)

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/pull/10893
nvd.nist.gov/vuln/detail/CVE-2024-27133
research.jfrog.com/vulnerabilities/mlflow-untrusted-dataset-xss-jfsa-2024-000631932

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