CVE-2024-37056
MLflow LightGBM Model Deserialization Vulnerability
Description
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.
INFO
Published Date :
June 4, 2024, 12:15 p.m.
Last Modified :
Nov. 21, 2024, 9:23 a.m.
Source :
6f8de1f0-f67e-45a6-b68f-98777fdb759c
Remotely Exploitable :
Yes !
Impact Score :
5.9
Exploitability Score :
2.8
References to Advisories, Solutions, and Tools
Here, you will find a curated list of external links that provide in-depth
information, practical solutions, and valuable tools related to
CVE-2024-37056.
| URL | Resource |
|---|---|
| https://hiddenlayer.com/sai-security-advisory/mlflow-june2024 | |
| https://hiddenlayer.com/sai-security-advisory/mlflow-june2024 |
We scan GitHub repositories to detect new proof-of-concept exploits. Following list is a collection of public exploits and proof-of-concepts, which have been published on GitHub (sorted by the most recently updated).
Results are limited to the first 15 repositories due to potential performance issues.
The following list is the news that have been mention
CVE-2024-37056 vulnerability anywhere in the article.
The following table lists the changes that have been made to the
CVE-2024-37056 vulnerability over time.
Vulnerability history details can be useful for understanding the evolution of a vulnerability, and for identifying the most recent changes that may impact the vulnerability's severity, exploitability, or other characteristics.
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CVE Modified by af854a3a-2127-422b-91ae-364da2661108
Nov. 21, 2024
Action Type Old Value New Value Added Reference https://hiddenlayer.com/sai-security-advisory/mlflow-june2024 -
CVE Received by 6f8de1f0-f67e-45a6-b68f-98777fdb759c
Jun. 04, 2024
Action Type Old Value New Value Added Description 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. Added Reference HiddenLayer https://hiddenlayer.com/sai-security-advisory/mlflow-june2024 [No types assigned] Added CWE HiddenLayer CWE-502 Added CVSS V3.1 HiddenLayer AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
CWE - Common Weakness Enumeration
While CVE identifies
specific instances of vulnerabilities, CWE categorizes the common flaws or
weaknesses that can lead to vulnerabilities. CVE-2024-37056 is
associated with the following CWEs:
Common Attack Pattern Enumeration and Classification (CAPEC)
Common Attack Pattern Enumeration and Classification
(CAPEC)
stores attack patterns, which are descriptions of the common attributes and
approaches employed by adversaries to exploit the CVE-2024-37056
weaknesses.