CVE-2026-8147

Authorization Bypass in mlflow/mlflow

State
Published
Severity
8.1 High
Published
Jul 2, 2026
Updated
Jul 2, 2026
Reserved
May 8, 2026

Read the record on cve.org

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.

Scores

CVSSScoreVectorSource
3.08.1 HighCVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N@huntr_ai

Weaknesses

Affected Products

ProductVersions
mlflow/mlflowmlflow
  • before 3.14.0Affected

References

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