Medium severity · published May 21, 2026
CVE-2026-2734
Authorization Bypass in SearchModelVersions in mlflow/mlflow
6.5
CVSS
0.4%
EPSS
No
On KEV
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.
CVSS vector
CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N
Attack vector
Network
Complexity
Low
Privileges
Low
User interaction
None
Confidentiality
High
Integrity
None
Availability
None
Scope
Unchanged
Exploitation
Is it being used?
Exploit prediction (EPSS)0.4% · higher than 38% of CVEs
Exploited in the wildNo evidence yet
CISA KEVNot listed
Ransomware campaign useNot known
Affected products
Which versions
ML
mlflow/mlflow · mlflow
before 3.10.0 · source: vendor
ML
Mlflow · Lfprojects
before 3.10.0 · source: NVD
References
NVD
https://nvd.nist.gov/vuln/detail/CVE-2026-2734
CVE.org
https://www.cve.org/CVERecord?id=CVE-2026-2734
Patch
https://github.com/mlflow/mlflow/commit/6989066af33fdcb03588fd71a1a67f8fc5ef12c9
Exploit
https://huntr.com/bounties/d632f783-b2c7-4a3b-af5e-1d693e841c08
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