Arbitrary Code Execution Vulnerability in MLflow Platform

CVE-2024-37056

What is CVE-2024-37056?

The MLflow platform developed by Databricks, specifically from version 1.23.0 onwards, exhibits a vulnerability that allows for the deserialization of untrusted data. This can lead to severe security implications, where a malicious user can upload a LightGBM model created using scikit-learn. Once interacted with by an end user, the model can execute arbitrary code on their system, posing a significant risk to the integrity and confidentiality of the affected environment. It is crucial for users of the platform to review their implementations and ensure they apply necessary security measures.

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