What is the severity of CVE-2024-37057?

CVE-2024-37057 is considered a critical vulnerability due to the potential for arbitrary code execution from untrusted data deserialization.

How do I fix CVE-2024-37057?

To fix CVE-2024-37057, upgrade the MLflow platform to a version later than 2.14.1.

What versions of MLflow are affected by CVE-2024-37057?

MLflow versions from 2.0.0rc0 up to and including 2.14.1 are affected by CVE-2024-37057.

What are the consequences of exploiting CVE-2024-37057?

Exploiting CVE-2024-37057 allows a malicious Tensorflow model to execute arbitrary code on the user’s system.

Is CVE-2024-37057 relevant for all MLflow users?

Yes, all users of MLflow versions 2.0.0rc0 to 2.14.1 should be aware of CVE-2024-37057 and take action.

Vulnerability/
CVE-2024-37057

high

8.8

CWE

502

EPSS

0.043%

4/6/2024

3/2/2025

CVE-2024-37057

First published: Tue Jun 04 2024(Updated: )

Deserialization of untrusted data can occur in versions of the MLflow platform running version 2.0.0rc0 or newer, enabling a maliciously uploaded Tensorflow 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	>=2.0.0rc0<=2.14.1
MLflow	>=2.0.0

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Frequently Asked Questions

What is the severity of CVE-2024-37057?
CVE-2024-37057 is considered a critical vulnerability due to the potential for arbitrary code execution from untrusted data deserialization.
How do I fix CVE-2024-37057?
To fix CVE-2024-37057, upgrade the MLflow platform to a version later than 2.14.1.
What versions of MLflow are affected by CVE-2024-37057?
MLflow versions from 2.0.0rc0 up to and including 2.14.1 are affected by CVE-2024-37057.
What are the consequences of exploiting CVE-2024-37057?
Exploiting CVE-2024-37057 allows a malicious Tensorflow model to execute arbitrary code on the user’s system.
Is CVE-2024-37057 relevant for all MLflow users?
Yes, all users of MLflow versions 2.0.0rc0 to 2.14.1 should be aware of CVE-2024-37057 and take action.

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Frequently Asked Questions

What is the severity of CVE-2024-37057?
CVE-2024-37057 is considered a critical vulnerability due to the potential for arbitrary code execution from untrusted data deserialization.
How do I fix CVE-2024-37057?
To fix CVE-2024-37057, upgrade the MLflow platform to a version later than 2.14.1.
What versions of MLflow are affected by CVE-2024-37057?
MLflow versions from 2.0.0rc0 up to and including 2.14.1 are affected by CVE-2024-37057.
What are the consequences of exploiting CVE-2024-37057?
Exploiting CVE-2024-37057 allows a malicious Tensorflow model to execute arbitrary code on the user’s system.
Is CVE-2024-37057 relevant for all MLflow users?
Yes, all users of MLflow versions 2.0.0rc0 to 2.14.1 should be aware of CVE-2024-37057 and take action.