CVE-2024-27133: MLFlow Cross-site Scripting vulnerability leads to client-side Remote Code Execution
(updated )
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
- nvd.nist.gov/vuln/detail/CVE-2024-27133
- research.jfrog.com/vulnerabilities/mlflow-untrusted-dataset-xss-jfsa-2024-000631932
Detect and mitigate CVE-2024-27133 with GitLab Dependency Scanning
Secure your software supply chain by verifying that all open source dependencies used in your projects contain no disclosed vulnerabilities. Learn more about Dependency Scanning →