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OpenAdvisories
High · 8.1 CVE-2026-8147 BIT-mlflow-2026-8147EUVD-2026-41257GHSA-2cm6-r77w-6g96PYSEC-2026-3686

Authorization Bypass in mlflow/mlflow

Published Jul 2, 2026 · Updated Jul 2, 2026 · Assigned by @huntr_ai

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.

Affected products

VendorProductAffectedFixed
mlflow mlflow/mlflow unspecified – < 3.14.0 3.14.0

Affected packages

EcosystemPackageAffectedFixedRecord
PyPI mlflow >= 2.14.0rc0, < 3.13.0rc0 3.13.0rc0 GHSA-2cm6-r77w-6g96

References