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CVE-2026-2734
Published:May 21, 2026
Updated:June 12, 2026
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 Packages
mlflow (CONDA):
Affected version(s) >=0.9.0.1 <3.11.0
Fix Suggestion:
Update to version 3.11.0
mlflow (CONDA):
Affected version(s) >=0.9.0.1 <3.10.0
Fix Suggestion:
Update to version 3.10.0
https://github.com/mlflow/mlflow.git (GITHUB):
Affected version(s) >=v0.2.0 <v3.11.0
Fix Suggestion:
Update to version v3.11.0
mlflow (PYTHON):
Affected version(s) >=0.0.1 <3.10.0
Fix Suggestion:
Update to version 3.10.0
mlflow (PYTHON):
Affected version(s) >=0.0.1 <3.11.0
Fix Suggestion:
Update to version 3.11.0
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CVSS v4
Base Score:
7.1
Attack Vector
NETWORK
Attack Complexity
LOW
Attack Requirements
NONE
Privileges Required
LOW
User Interaction
NONE
Vulnerable System Confidentiality
HIGH
Vulnerable System Integrity
NONE
Vulnerable System Availability
NONE
Subsequent System Confidentiality
NONE
Subsequent System Integrity
NONE
Subsequent System Availability
NONE
CVSS v3
Base Score:
6.5
Attack Vector
NETWORK
Attack Complexity
LOW
Privileges Required
LOW
User Interaction
NONE
Scope
UNCHANGED
Confidentiality
HIGH
Integrity
NONE
Availability
NONE
Weakness Type (CWE)
Improper Access Control
EPSS
Base Score:
0.02