HIGH 8.1
GHSA-g6pg-52vf-843h
MLFlow allows Tracing + Assessments Access
Details
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.
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Affected packages
PyPI / mlflow
Introduced in:
0 No fixed version published yet for mlflow (pip). Pin to a known-safe version or switch to an alternative.