mlflow/mlflow · Security
MLFlow Cross-site Scripting vulnerability leads to client-side Remote Code Execution
- GHSA ID
- GHSA-3v79-q7ph-j75h
- CVE ID
- CVE-2024-27133
- Severity
- critical
- Published
- Updated
- CVSS
- 9.6 · CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:H
- CVSS v3
- 9.6 · CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:H
Description
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.
CWEs
- CWE-79 · Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting')
References
- https://nvd.nist.gov/vuln/detail/CVE-2024-27133 ↗
- https://github.com/mlflow/mlflow/pull/10893 ↗
- https://research.jfrog.com/vulnerabilities/mlflow-untrusted-dataset-xss-jfsa-2024-000631932 ↗
- https://github.com/mlflow/mlflow/commit/c43823750bffa5b6abcc086683b15a068513b67b ↗
- https://github.com/mlflow/mlflow/commit/cfa71879a884cc3520e23ccab998c9aa78fdf2b1 ↗
- https://github.com/pypa/advisory-database/tree/main/vulns/mlflow/PYSEC-2024-241.yaml ↗
- https://github.com/advisories/GHSA-3v79-q7ph-j75h ↗