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CVE-2026-69146: MLflow: LogInputs endpoint bypasses per-run UPDATE authorization in basic-auth

August 17, 2026

When MLflow is deployed with the built-in basic-auth plugin (--app-name basic-auth), any authenticated user can inject arbitrary dataset records into another user’s run by calling POST /api/2.0/mlflow/runs/log-inputs. The LogInputs proto handler is absent from the BEFORE_REQUEST_HANDLERS map in mlflow/server/auth/__init__.py, so the before-request hook skips authorization entirely and the request succeeds. Standard write endpoints on the same run – such as POST /api/2.0/mlflow/runs/log-metric – correctly return HTTP 403.

References

  • github.com/advisories/GHSA-3p64-6gvh-82v5
  • github.com/mlflow/mlflow/commit/5c34aec5669e2386b38b5ee0855cd61174e27693
  • github.com/mlflow/mlflow/pull/24291
  • github.com/mlflow/mlflow/releases/tag/v3.15.0
  • github.com/mlflow/mlflow/security/advisories/GHSA-3p64-6gvh-82v5
  • nvd.nist.gov/vuln/detail/CVE-2026-69146

Code Behaviors & Features

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Affected versions

All versions before 3.15.0

Fixed versions

  • 3.15.0

Solution

Upgrade to version 3.15.0 or above.

Impact 6.5 MEDIUM

CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:H/A:N

Learn more about CVSS

Weakness

  • CWE-862: Missing Authorization

Source file

npm/mlflow/CVE-2026-69146.yml

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