CVE-2026-2734

MEDIUM

Authorization Bypass in SearchModelVersions in mlflow/mlflow

Title source: cna
STIX 2.1

Description

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.

Scores

CVSS v3 6.5
EPSS 0.0040
EPSS Percentile 31.1%
Attack Vector NETWORK
CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N

CISA SSVC

Vulnrichment
Exploitation poc
Automatable no
Technical Impact partial

Details

CWE
CWE-284
Status published
Products (3)
lfprojects/mlflow < 3.10.0
mlflow/mlflow/mlflow unspecified - 3.10.0
pypi/mlflow 0 - 3.10.0PyPI
Published May 21, 2026
Tracked Since May 21, 2026