GitHub Advisoryadvisory · PyPI

GHSA-2cm6-r77w-6g96 MLflow: trace API endpoints lack proper authorization validators

HIGH Published 2026-07-02 Modified 2026-08-13 Official page ↗
Aliases
CVE-2026-8147
Ecosystem
PyPI
Packages
mlflow
Severity
High
CVSS vector
CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N
Weaknesses
CWE-284
Reviewed
2026-08-13

Affected packages

• PyPI mlflow: >= 2.14.0rc0, < 3.13.0rc0 → fixed in 3.13.0rc0

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.

Related

Alias · CVE (1)

  • CVE-2026-8147 In MLflow versions prior to 3.14.0, when running with authentication enabled, the trace API endpoints lack proper authorization validators. vulnerability

Weakness · CWE (1)

  • CWE-284 Improper Access Control weakness

References