CVE-2026-2734: MLflow authenticated users can enumerate any registered model versions due to lack of per-model permissions checks
In mlflow/mlflow versions up to 3.9.0, the SearchModelVersions REST API endpoint and the mlflowSearchModelVersions GraphQL query lack proper per-model authorization checks when basic authentication is enabled. This allows any authenticated user to enumerate all model versions across all registered models, regardless of their permission level.
Published May 21, 2026 · Updated Jun 12, 2026
Affected packages
mlflow
- Ecosystem
- PyPI
- Affected
- < 3.10.0
- Fixed in
- 3.10.0
- Check
pip show mlflow
Advisory details
From the GitHub Advisory Database (CC BY 4.0).
In mlflow/mlflow versions up to 3.9.0, the SearchModelVersions REST API endpoint and the mlflowSearchModelVersions GraphQL query lack proper per-model authorization checks when basic authentication is enabled. This allows any authenticated user to enumerate all model versions across all registered models, regardless of their permission level. The issue arises due to the absence of SearchModelVersions in the BEFORE_REQUEST_VALIDATORS and AFTER_REQUEST_HANDLERS for the REST API, and its omission from GraphQLAuthorizationMiddleware.PROTECTED_FIELDS for GraphQL. This vulnerability can expose sensitive information such as model names, version descriptions, source URIs, tags, and other metadata, potentially revealing proprietary or confidential details in multi-tenant environments. The issue is resolved in version 3.10.0.
References
How this page is made: the data panel comes from the GitHub Advisory Database, CISA’s KEV catalog, the NVD and FIRST EPSS, and updates twice a day. No analysis has been written for this entry yet. Methodology
More MLflow vulnerabilities
All MLflow entriesGHSA-gqvg-gmmx-x4hm
MLFLOW_ALLOW_PICKLE_DESERIALIZATION=False safety control bypassed by mlflow.statsmodels flavor — RCE via crafted model artifact
high8.8Sep 1, 2026CVE-2026-64849
MLflow: Unauthenticated full-read SSRF in webhook delivery: _validate_webhook_url bypassed via unvalidated HTTP redirects (and DNS rebinding)
critical9.3ExploitedAug 17, 2026CVE-2026-71211
MLflow AI Gateway permits SSRF through an unvalidated api_base
high7.1No fixAug 5, 2026CVE-2026-8147
MLflow: trace API endpoints lack proper authorization validators
high8.1Jul 2, 2026CVE-2026-10803
MLflow: Deterministic sampling in dataset digest enables predictable collisions
low3.6Jun 4, 2026CVE-2026-4035
MLflow: Environment variable injection in AI Gateway secrets enables server-side credential exfiltration
critical9.1Jun 3, 2026
