CVE-2024-3573— Local File Inclusion (LFI) via Scheme Confusion 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 存在安全漏洞，该漏洞源于 is_local_uri 函数无法正确处理包含空或文件方案的 URI，导致 URI 被错误分类为非本地，攻击者利用该漏洞可以绕过检查并读取系统上的任意文件。
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I. Basic Information for CVE-2024-3573
Vulnerability Information
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Vulnerability Title
Local File Inclusion (LFI) via Scheme Confusion in mlflow/mlflow
Source: CVE Program / CVE List V5
Vulnerability Description
mlflow/mlflow is vulnerable to Local File Inclusion (LFI) due to improper parsing of URIs, allowing attackers to bypass checks and read arbitrary files on the system. The issue arises from the 'is_local_uri' function's failure to properly handle URIs with empty or 'file' schemes, leading to the misclassification of URIs as non-local. Attackers can exploit this by crafting malicious model versions with specially crafted 'source' parameters, enabling the reading of sensitive files within at least two directory levels from the server's root.
Source: CVE Program / CVE List V5
CVSS Information
N/A
Source: CVE Program / CVE List V5
Vulnerability Type
路径遍历：’..filename’
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 is_local_uri 函数无法正确处理包含空或文件方案的 URI，导致 URI 被错误分类为非本地，攻击者利用该漏洞可以绕过检查并读取系统上的任意文件。
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 ~ 2.10.0 | - |
|
II. Public POCs for CVE-2024-3573
| # | POC Description | Source Link | Shenlong Link |
|---|
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Patches & Fixes for CVE-2024-3573 (1)
Vendor Advisories for CVE-2024-3573 (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-2024-1594 | Local File Read via Path Traversal in mlflow/mlflow |
IV. Related Vulnerabilities
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Improper Access Control in mlflow/mlflow -
CVE-2026-2651
Missing Authorization Validation in mlflow/mlflow -
CVE-2026-2734
Authorization Bypass in SearchModelVersions in mlflow/mlflow
V. Comments for CVE-2024-3573
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