CVE-2026-116690

High

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.

SeverityHigh
CVSS7.5
Exploit probability—
ProductMlflow
PublishedOct 27, 2026
First seenOct 27, 2026

How to fix

Update
  • mlflow3.17.0 or later

Affected products

ProductAffected versionsFixed in
mlflowPyPI3.10.0 ≤ v < 3.17.03.17.0

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