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

• https://nvd.nist.gov/vuln/detail/CVE-2024-27133
• mlflow/mlflow#10893
• https://research.jfrog.com/vulnerabilities/mlflow-untrusted-dataset-xss-jfsa-2024-000631932
• mlflow/mlflow@c438237
• mlflow/mlflow@cfa7187