CVE-2026-8147
Description
In MLflow versions prior to 3.14.0, 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.
How to fix
- lfprojects mlflow3.14.0 or later
- mlflow3.13.0rc0 or later
Affected products
| Product | Affected versions | Fixed in |
|---|---|---|
| lfprojects mlflow | v < 3.14.0 | 3.14.0 |
| mlflowPyPI | 2.14.0rc0 ≤ v < 3.13.0rc0 | 3.13.0rc0 |
Check your version
Choose the product and enter the version you run to see whether it falls in the affected range.
Attack Surface Management
See the assets tied to your domains, the technologies they run and known vulnerabilities in one list.