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CVE-2024-1594— Local File Read via Path Traversal in mlflow/mlflow

Quick assessment

Affected
mlflow 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 2.9.2版本存在路径遍历漏洞，攻击者利用该漏洞可以在服务器进程的上下文中读取任意文件。

AI Predicted 7.5 Difficulty: Moderate EPSS 0.71% · P52

Possible ATT&CK Techniques 1 AI

T1083 · File and Directory Discovery
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I. Basic Information for CVE-2024-1594

Vulnerability Information
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Vulnerability Title
Local File Read via Path Traversal in mlflow/mlflow
Source: CVE Program / CVE List V5
Vulnerability Description
A path traversal vulnerability exists in the mlflow/mlflow repository, specifically within the handling of the `artifact_location` parameter when creating an experiment. Attackers can exploit this vulnerability by using a fragment component `#` in the artifact location URI to read arbitrary files on the server in the context of the server's process. This issue is similar to CVE-2023-6909 but utilizes a different component of the URI to achieve the same effect.
Source: CVE Program / CVE List V5
CVSS Information
N/A
Source: CVE Program / CVE List V5
Vulnerability Type
对路径名的限制不恰当(路径遍历)
Source: CVE Program / CVE List V5
Vulnerability Title
Mlflow 路径遍历漏洞
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 2.9.2版本存在路径遍历漏洞，攻击者利用该漏洞可以在服务器进程的上下文中读取任意文件。
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/mlflow unspecified ~ latest -

II. Public POCs for CVE-2024-1594

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III. Intelligence Information for CVE-2024-1594

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Vendor Advisories for CVE-2024-1594 (1)

Same Patch Batch · mlflow · 2024-04-16 · 6 CVEs total

CVE-2024-1483 Path Traversal Vulnerability in mlflow/mlflow
CVE-2024-1558 Path Traversal Vulnerability in mlflow/mlflow
CVE-2024-1560 Path Traversal Vulnerability in mlflow/mlflow
CVE-2024-1593 Path Traversal via Parameter Smuggling in mlflow/mlflow
CVE-2024-3573 Local File Inclusion (LFI) via Scheme Confusion in mlflow/mlflow

IV. Related Vulnerabilities

Same product: mlflow/mlflow
Same vendor: mlflow
Same weakness: CWE-22

V. Comments for CVE-2024-1594

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