CVE-2024-8859— Path Traversal in mlflow/mlflow
Quick assessment
Affected
mlflow mlflow/mlflow
Exploitation
Public or AI PoC available; prioritize validation
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.
MLflow是MLflow开源的一个简化机器学习开发的平台，包括跟踪实验、将代码打包成可重复的运行以及共享和部署模型。 MLflow 2.15.1版本存在安全漏洞，该漏洞源于dbfs服务配置不当，可能导致任意文件读取。
Public Exploits 1
Nuclei · 1
CVE-2024-8859.yaml [template]
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I. Basic Information for CVE-2024-8859
Vulnerability Information
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Vulnerability Title
Path Traversal in mlflow/mlflow
Source: CVE Program / CVE List V5
Vulnerability Description
A path traversal vulnerability exists in mlflow/mlflow version 2.15.1. When users configure and use the dbfs service, concatenating the URL directly into the file protocol results in an arbitrary file read vulnerability. This issue occurs because only the path part of the URL is checked, while parts such as query and parameters are not handled. The vulnerability is triggered if the user has configured the dbfs service, and during usage, the service is mounted to a local directory.
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MLflow开源的一个简化机器学习开发的平台，包括跟踪实验、将代码打包成可重复的运行以及共享和部署模型。 MLflow 2.15.1版本存在安全漏洞，该漏洞源于dbfs服务配置不当，可能导致任意文件读取。
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 ~ 2.17.0 | - |
|
II. Public POCs for CVE-2024-8859
| # | POC Description | Source Link | Shenlong Link |
|---|---|---|---|
| 1 | Mlflow before 2.17.0 is susceptible to local file inclusion due to path traversal in GitHub repository mlflow/mlflow. An attacker can potentially obtain sensitive information, modify data, and/or execute unauthorized administrative operations in the context of the affected site. | https://github.com/projectdiscovery/nuclei-templates/blob/main/http/cves/2024/CVE-2024-8859.yaml | POC Details |
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Patches & Fixes for CVE-2024-8859 (1)
Vendor Advisories for CVE-2024-8859 (1)
Same Patch Batch · mlflow · 2025-03-20 · 5 CVEs total
| CVE-2025-0453 | Denial of Service through Batched Queries in GraphQL in mlflow/mlflow | |
| CVE-2025-1474 | Weak Password Requirements in mlflow/mlflow | |
| CVE-2025-1473 | CSRF in mlflow/mlflow | |
| CVE-2024-6838 | Uncontrolled Resource Consumption in mlflow/mlflow |
IV. Related Vulnerabilities
Same product: mlflow/mlflow
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CVE-2026-8147
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CVE-2026-3198
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-2024-8859
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