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CVE-2026-8147

Authorization Bypass in mlflow/mlflow

CVSS 8.1 HIGHEPSS 0.3%CWE-284
Vexday Risk Score
21Low
SSVC decision (CISA)
Track
No exploitation signal → monitor
CVSS 8.1EPSS 0.3%KEV nãoPoC Nuclei Metasploit Patch
Lifecycle
02 Jul 2026Published on NVD
Recommendation: Monitor — no exploitation signal at the moment.
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.
CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N
Affected products
mlflow · mlflow/mlflow