GHSA-2cm6-r77w-6g96HighCVSS 8.1
MLflow: trace API endpoints lack proper authorization validators
🔗 CVE IDs covered (1)
📋 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.
🎯 Affected products1
- pip/mlflow:>= 2.14.0rc0, < 3.13.0rc0
🔗 References (6)
- https://nvd.nist.gov/vuln/detail/CVE-2026-8147
- https://github.com/mlflow/mlflow/commit/f9b1eb510478570609ef451984a255775aa4b937
- https://huntr.com/bounties/b00c3ddd-373e-492f-9bf0-41a28bb21ed5
- https://github.com/mlflow/mlflow/pull/23014
- https://github.com/mlflow/mlflow/releases/tag/v3.13.0
- https://github.com/advisories/GHSA-2cm6-r77w-6g96