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HIGH7.0

PYSEC-2024-224

Quick fix

PYSEC-2024-224 — mlflow: upgrade to the fixed version with the command below.

pip install --upgrade 'mlflow>=2.16.0'

Details

Excessive directory permissions in MLflow leads to local privilege escalation when using spark_udf. This behavior can be exploited by a local attacker to gain elevated permissions by using a ToCToU attack. The issue is only relevant when the spark_udf() MLflow API is called.

Are you affected?

Enter the version of the package you're using.

Affected packages

PyPI/mlflow
Introduced in: 0Fixed in: 2.16.0
Fixpip install --upgrade 'mlflow>=2.16.0'

References