UNKNOWNCVE-2026-0545

Missing Authentication for Critical Function in mlflow/mlflow

Platform

python

Component

mlflow

In mlflow/mlflow, the FastAPI job endpoints under `/ajax-api/3.0/jobs/*` are not protected by authentication or authorization when the `basic-auth` app is enabled. This vulnerability affects the latest version of the repository. If job execution is enabled (`MLFLOW_SERVER_ENABLE_JOB_EXECUTION=true`) and any job function is allowlisted, any network client can submit, read, search, and cancel jobs without credentials, bypassing basic-auth entirely. This can lead to unauthenticated remote code execution if allowed jobs perform privileged actions such as shell execution or filesystem changes. Even if jobs are deemed safe, this still constitutes an authentication bypass, potentially resulting in job spam, denial of service (DoS), or data exposure in job results.

How to fix

Actualice a la última versión de MLflow. Asegúrese de que la ejecución de trabajos esté configurada correctamente con autenticación y autorización adecuadas. Si la ejecución de trabajos está habilitada, revise cuidadosamente las funciones permitidas para evitar la ejecución de código no autenticado.

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CVE-2026-0545 — Vulnerability Details | NextGuard | NextGuard