What is the severity of CVE-2024-37054?

CVE-2024-37054 is considered a critical vulnerability due to the potential for arbitrary code execution.

How do I fix CVE-2024-37054?

To fix CVE-2024-37054, upgrade the MLflow platform to the latest version beyond 2.14.1.

Which versions of MLflow are affected by CVE-2024-37054?

CVE-2024-37054 affects all MLflow versions from 0.9.0 up to and including 2.14.1.

What type of attack is CVE-2024-37054 associated with?

CVE-2024-37054 is associated with deserialization of untrusted data, allowing malicious PyFunc models to execute arbitrary code.

What should I do if I have deployed a vulnerable version of MLflow related to CVE-2024-37054?

If you have deployed a vulnerable version of MLflow, immediately update to a patched version and review your systems for any suspicious activity.

Vulnerability/
CVE-2024-37054

high

8.8

CWE

502

EPSS

0.043%

4/6/2024

3/2/2025

CVE-2024-37054

First published: Tue Jun 04 2024(Updated: )

Deserialization of untrusted data can occur in versions of the MLflow platform running version 0.9.0 or newer, enabling a maliciously uploaded PyFunc model to run arbitrary code on an end user’s system when interacted with.

Credit: 6f8de1f0-f67e-45a6-b68f-98777fdb759c 6f8de1f0-f67e-45a6-b68f-98777fdb759c

Affected Software	Affected Version	How to fix
pip/mlflow	>=0.9.0<=2.13.1
pip/mlflow	>=0.9.0<=2.14.1
MLflow	>=0.9.0

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Reference Links

Frequently Asked Questions

What is the severity of CVE-2024-37054?
CVE-2024-37054 is considered a critical vulnerability due to the potential for arbitrary code execution.
How do I fix CVE-2024-37054?
To fix CVE-2024-37054, upgrade the MLflow platform to the latest version beyond 2.14.1.
Which versions of MLflow are affected by CVE-2024-37054?
CVE-2024-37054 affects all MLflow versions from 0.9.0 up to and including 2.14.1.
What type of attack is CVE-2024-37054 associated with?
CVE-2024-37054 is associated with deserialization of untrusted data, allowing malicious PyFunc models to execute arbitrary code.
What should I do if I have deployed a vulnerable version of MLflow related to CVE-2024-37054?
If you have deployed a vulnerable version of MLflow, immediately update to a patched version and review your systems for any suspicious activity.

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package-manager/pip
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version/mlflow/0.9.0

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Frequently Asked Questions

What is the severity of CVE-2024-37054?
CVE-2024-37054 is considered a critical vulnerability due to the potential for arbitrary code execution.
How do I fix CVE-2024-37054?
To fix CVE-2024-37054, upgrade the MLflow platform to the latest version beyond 2.14.1.
Which versions of MLflow are affected by CVE-2024-37054?
CVE-2024-37054 affects all MLflow versions from 0.9.0 up to and including 2.14.1.
What type of attack is CVE-2024-37054 associated with?
CVE-2024-37054 is associated with deserialization of untrusted data, allowing malicious PyFunc models to execute arbitrary code.
What should I do if I have deployed a vulnerable version of MLflow related to CVE-2024-37054?
If you have deployed a vulnerable version of MLflow, immediately update to a patched version and review your systems for any suspicious activity.