VDB
KO
CRITICAL 10.0

GHSA-r23q-823p-vmf7

MLflow Command Injection vulnerability

Details

A command injection vulnerability exists in MLflow's model serving container initialization code, specifically in the `_install_model_dependencies_to_env()` function. When deploying a model with `env_manager=LOCAL`, MLflow reads dependency specifications from the model artifact's `python_env.yaml` file and directly interpolates them into a shell command without sanitization. This allows an attacker to supply a malicious model artifact and achieve arbitrary command execution on systems that deploy the model. The vulnerability affects versions 3.8.0 and is fixed in version 3.8.1.

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Affected packages

PyPI / mlflow
Introduced in: 0 Fixed in: 3.8.1
Fix pip install --upgrade 'mlflow>=3.8.1'

References