High severity · published Oct 27, 2026
CVE-2026-116690
MLflow: Arbitrary file read on unauthenticated MLflow servers via prompt model version source
New
7.5
CVSS
–
EPSS
No
On KEV
Description
MLflow is an open source AI engineering platform for agents, large language models, and machine learning models. From 3.10.0 until 3.17.0, the prompt branch in _create_model_version() accepts schemeless relative sources because path validation runs only when a source has a URL scheme, and mlflow.prompt.is_prompt is interpreted by tag presence rather than a true value. A remote caller can store a server-local path as the model version artifact location and use /api/2.0/mlflow/model-versions/get-artifact to read files accessible to the MLflow server process. Default unauthenticated servers require no privileges, while basic-auth deployments are exposed to authenticated users who can create registered models. This issue is fixed in version 3.17.0.
CVSS vector
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N
Attack vector
Network
Complexity
Low
Privileges
None
User interaction
None
Confidentiality
High
Integrity
None
Availability
None
Scope
Unchanged
Exploitation
Is it being used?
Exploited in the wildNo evidence yet
CISA KEVNot listed
Ransomware campaign useNot known
Affected products
Which versions
ML
mlflow · mlflow
>= 3.10.0, < 3.17.0 · source: vendor
References
NVD
https://nvd.nist.gov/vuln/detail/CVE-2026-116690
CVE.org
https://www.cve.org/CVERecord?id=CVE-2026-116690
github.com
https://github.com/mlflow/mlflow/commit/81730a2ce4ebcd60d5d18f68c96f422ad7e30772
github.com
https://github.com/mlflow/mlflow/pull/25870
github.com
https://github.com/mlflow/mlflow/releases/tag/v3.17.0
github.com
https://github.com/mlflow/mlflow/security/advisories/GHSA-m65p-9j7q-6w33
More from mlflow
9.3
CVE-2026-64849
MLflow: Unauthenticated full-read SSRF in webhook delivery: _validate_webhook_url bypassed via unvalidated HTTP redirects (and DNS rebinding)
9.8
CVE-2026-116692
MLflow: Remote code execution on unauthenticated MLflow servers via third-party scorer deserialization importing caller-placed artifact modules
8.8
CVE-2026-96804
No description published yet
8.8
CVE-2026-96775
MLflow dspy bypasses pickle deserialization control
8.8
CVE-2026-13484
MLflow Experiment-scoped Label Schema CRUD API authorization
