UNKNOWNCVE-2025-15381
Unauthorized Access to Tracing and Assessment Endpoints in mlflow/mlflow
Platform
python
Component
mlflow
In the latest version of mlflow/mlflow, when the `basic-auth` app is enabled, tracing and assessment endpoints are not protected by permission validators. This allows any authenticated user, including those with `NO_PERMISSIONS` on the experiment, to read trace information and create assessments for traces they should not have access to. This vulnerability impacts confidentiality by exposing trace metadata and integrity by allowing unauthorized creation of assessments. Deployments using `mlflow server --app-name=basic-auth` are affected.
How to fix
Actualice la biblioteca mlflow a la última versión disponible. Esto solucionará la vulnerabilidad que permite el acceso no autorizado a los endpoints de tracing y assessment cuando la aplicación `basic-auth` está habilitada.
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