MLflow: trace API endpoints lack proper authorization validators
GHSA-2cm6-r77w-6g96 · BIT-mlflow-2026-8147 · CVE-2026-8147 · PYSEC-2026-3686
Published · Modified
AI SAST
Find this class of vulnerability in your own code
Corgea's AI-native static analysis detects vulnerabilities like this one across your repositories, ranks them by exploitability, and returns review-ready fixes.
Description
In MLflow versions prior to 3.13.0, when running with authentication enabled, the trace API endpoints lack proper authorization validators. This allows any authenticated user to bypass experiment-level authorization controls on all trace operations, including reading, deleting, and modifying traces on experiments they do not have permission to access. The issue arises from the _before_request handler, which does not register authorization validators for trace endpoints, resulting in requests proceeding without validation. This vulnerability can expose sensitive data, destroy audit logs, and allow unauthorized modifications.
References
- ADVISORY https://nvd.nist.gov/vuln/detail/CVE-2026-8147
- WEB https://github.com/mlflow/mlflow/pull/23014
- WEB https://github.com/mlflow/mlflow/commit/f9b1eb510478570609ef451984a255775aa4b937
- PACKAGE https://github.com/mlflow/mlflow
- WEB https://github.com/mlflow/mlflow/releases/tag/v3.13.0
- WEB https://huntr.com/bounties/b00c3ddd-373e-492f-9bf0-41a28bb21ed5
Ready to move
Start Securing
Free, no credit card | First findings in minutes