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CVE-2026-3198: MLflow: Any authenticated user can enumerate all gateway secrets, endpoints, and model definitions

June 2, 2026 (updated July 9, 2026)

MLflow 3.9.0 with basic-auth (--app-name basic-auth) fails to enforce authorization checks for multiple Gateway API ’list’ endpoints. Specifically, the BEFORE_REQUEST_HANDLERS dictionary in mlflow/server/auth/__init__.py does not include entries for ListGatewaySecretInfos, ListGatewayEndpoints, and ListGatewayModelDefinitions. This allows any authenticated user, regardless of their assigned permissions, to enumerate all gateway secrets, endpoints, and model definitions. This vulnerability exposes sensitive information, such as API keys, endpoint configurations, and proprietary model definitions, to unauthorized users.

References

  • github.com/advisories/GHSA-r5m9-wm49-959f
  • github.com/mlflow/mlflow/commit/6989066af33fdcb03588fd71a1a67f8fc5ef12c9
  • huntr.com/bounties/e57db731-97d3-40c3-a429-831ee959807f
  • nvd.nist.gov/vuln/detail/CVE-2026-3198

Code Behaviors & Features

Detect and mitigate CVE-2026-3198 with GitLab Dependency Scanning

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Affected versions

All versions before 3.11.0-rc.0

Fixed versions

  • 3.11.0-rc.0

Solution

Upgrade to version 3.11.0-rc.0 or above.

Impact 6.5 MEDIUM

CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N

Learn more about CVSS

Weakness

  • CWE-284: Improper Access Control

Source file

pypi/mlflow/CVE-2026-3198.yml

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