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CVE-2024-37056

Quick assessment

Affected
MLflow MLflow
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

Mlflow是一个机器学习生命周期的开源平台。 MLflow 存在安全漏洞，该漏洞源于 LightGBM scikit-learn 模块存在任意代码执行漏洞。

CVSS 8.8 · High EPSS 0.62% · P48

Possible ATT&CK Techniques 1 AI

T1203 · Exploitation for Client Execution
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I. Basic Information for CVE-2024-37056

Vulnerability Information
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Vulnerability Title
N/A
Source: CVE Program / CVE List V5
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.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Source: CVE Program / CVE List V5
Vulnerability Type
可信数据的反序列化
Source: CVE Program / CVE List V5
Vulnerability Title
MLflow 安全漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
Mlflow是一个机器学习生命周期的开源平台。 MLflow 存在安全漏洞，该漏洞源于 LightGBM scikit-learn 模块存在任意代码执行漏洞。
Source: CNNVD (China National Vulnerability Database)
CVSS Information
N/A
Source: CNNVD (China National Vulnerability Database)
Vulnerability Type
N/A
Source: CNNVD (China National Vulnerability Database)

Affected Products

Vendor Product Affected Versions CPE Subscribe
MLflow MLflow 1.23.0 ~ * -

II. Public POCs for CVE-2024-37056

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III. Intelligence Information for CVE-2024-37056

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Other References for CVE-2024-37056 (1)

Same Patch Batch · MLflow · 2024-06-04 · 10 CVEs total

CVE-2024-37060 8.8 HIGH MLflow 安全漏洞
CVE-2024-37052 8.8 HIGH Mlflow 安全漏洞
CVE-2024-37058 8.8 HIGH MLflow 安全漏洞
CVE-2024-37054 8.8 HIGH MLflow 安全漏洞
CVE-2024-37053 8.8 HIGH Mlflow 安全漏洞
CVE-2024-37055 8.8 HIGH MLflow 安全漏洞
CVE-2024-37059 8.8 HIGH Mlflow 安全漏洞
CVE-2024-37057 8.8 HIGH MLflow 安全漏洞
CVE-2024-37061 8.8 HIGH MLflow 安全漏洞

IV. Related Vulnerabilities

Same product: MLflow
Same vendor: MLflow
Same weakness: CWE-502

V. Comments for CVE-2024-37056

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