CVE-2026-8147
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.
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LLM-synthesized narrative grounded in this CVE's description and references.
Affected packages
Versions sourced from the GitHub Security Advisory.
| Package | Affected versions | Patched versions |
|---|---|---|
mlflowPyPI | >= 2.14.0rc0, < 3.13.0rc0 | 3.13.0rc0 |
Affected products
4Patches
Vulnerability mechanics
References
6- github.com/mlflow/mlflow/commit/f9b1eb510478570609ef451984a255775aa4b937nvdPatchWEB
- huntr.com/bounties/b00c3ddd-373e-492f-9bf0-41a28bb21ed5nvdExploitThird Party AdvisoryWEB
- github.com/advisories/GHSA-2cm6-r77w-6g96ghsaADVISORY
- nvd.nist.gov/vuln/detail/CVE-2026-8147ghsaADVISORY
- github.com/mlflow/mlflow/pull/23014ghsaWEB
- github.com/mlflow/mlflow/releases/tag/v3.13.0ghsaWEB
News mentions
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