AI and data stack advisories

Severe, 6 weeks1496Projects326

1496 severe, 6 weeks · 326 projects

MLflowGHSA-w5xq-c4pf-ghq7

MLflow: information disclosure

MLflow

CVE-2026-2734 · Published May 21, 2026 · updated Jul 13, 2026

Medium6.5
Fix: upgrade to 3.10.0 or later
GitHub advisory

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.

Affected versions

PackageAffectedFixed in
mlflow
PyPI
< 3.10.03.10.0
Details and references
CVSS 3.0
CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N
Severity from
GitHub (reviewed advisory)
Weakness
CWE-284
Also known as
BIT-mlflow-2026-2734, CVE-2026-2734, PYSEC-2026-2660

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