What is the severity of CVE-2024-37056?

CVE-2024-37056 is considered a high severity vulnerability due to the potential for arbitrary code execution.

How do I fix CVE-2024-37056?

To fix CVE-2024-37056, upgrade to a version of MLflow that is newer than 2.14.1.

What types of attacks are possible with CVE-2024-37056?

CVE-2024-37056 allows a malicious user to upload a LightGBM scikit-learn model that can execute arbitrary code.

Which versions of MLflow are affected by CVE-2024-37056?

MLflow versions from 1.23.0 up to 2.14.1 are affected by CVE-2024-37056.

How does CVE-2024-37056 impact user systems?

CVE-2024-37056 allows untrusted data deserialization, leading to possible arbitrary code execution on user systems.

Vulnerability/
CVE-2024-37056

high

8.8

CWE

502

4/6/2024

3/2/2025

CVE-2024-37056

First published: Tue Jun 04 2024(Updated: )

Deserialization of untrusted data can occur in versions of the MLflow platform running version 1.23.0 or newer, enabling a maliciously uploaded LightGBM scikit-learn 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	>=1.23.0<=2.13.1
pip/mlflow	>=1.23.0<=2.14.1
MLflow	>=1.23.0

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Frequently Asked Questions

What is the severity of CVE-2024-37056?
CVE-2024-37056 is considered a high severity vulnerability due to the potential for arbitrary code execution.
How do I fix CVE-2024-37056?
To fix CVE-2024-37056, upgrade to a version of MLflow that is newer than 2.14.1.
What types of attacks are possible with CVE-2024-37056?
CVE-2024-37056 allows a malicious user to upload a LightGBM scikit-learn model that can execute arbitrary code.
Which versions of MLflow are affected by CVE-2024-37056?
MLflow versions from 1.23.0 up to 2.14.1 are affected by CVE-2024-37056.
How does CVE-2024-37056 impact user systems?
CVE-2024-37056 allows untrusted data deserialization, leading to possible arbitrary code execution on user systems.

agent/type
agent/first-publish-date
agent/weakness
agent/description
agent/severity
agent/references
collector/nvd-cve
source/NVD
agent/author
collector/github-advisory
source/GitHub
alias/GHSA-7p8j-qv6x-f4g4
alias/CVE-2024-37056
agent/software-canonical-lookup
collector/github-advisory-latest
collector/mitre-cve
source/MITRE
agent/trending
agent/source
collector/nvd-api
agent/last-modified-date
agent/softwarecombine
agent/tags
agent/event
package-manager/pip
vendor/lfprojects
canonical/mlflow
version/mlflow/1.23.0

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Frequently Asked Questions

What is the severity of CVE-2024-37056?
CVE-2024-37056 is considered a high severity vulnerability due to the potential for arbitrary code execution.
How do I fix CVE-2024-37056?
To fix CVE-2024-37056, upgrade to a version of MLflow that is newer than 2.14.1.
What types of attacks are possible with CVE-2024-37056?
CVE-2024-37056 allows a malicious user to upload a LightGBM scikit-learn model that can execute arbitrary code.
Which versions of MLflow are affected by CVE-2024-37056?
MLflow versions from 1.23.0 up to 2.14.1 are affected by CVE-2024-37056.
How does CVE-2024-37056 impact user systems?
CVE-2024-37056 allows untrusted data deserialization, leading to possible arbitrary code execution on user systems.