CVE-2026-2734CWE-284

Authorization Bypass in SearchModelVersions in mlflow/mlflow

Medium · published May 21, 2026

CVSS v3.0
6.5
EPSS
1%
Percentile
42.1
In the wild
Unconfirmed
What it is

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.

The record
Technical detail
CVSS v3.0
6.5 · MEDIUM
Vector
CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N
CVSS v4.0
Not supplied
EPSS
0.00502 · 42.1th percentile
Weakness
CWE-284 · Improper Access Control
Published
2026-05-21T03:49Z
EPSS history
Timeline
  • 21 MAY 03:49Z
    Authorization Bypass in SearchModelVersions in mlflow/mlflow
    cvelistv5