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CVE-2025-1474— Weak Password Requirements 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 2.18版本存在安全漏洞，该漏洞源于管理员可以创建无密码用户账户，可能导致未授权访问。

AI Predicted 6.5 Difficulty: Easy EPSS 0.36% · P27

Possible ATT&CK Techniques 1 AI

T1136.003 · Cloud Account
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I. Basic Information for CVE-2025-1474

Vulnerability Information
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Vulnerability Title
Weak Password Requirements in mlflow/mlflow
Source: CVE Program / CVE List V5
Vulnerability Description
In mlflow/mlflow version 2.18, an admin is able to create a new user account without setting a password. This vulnerability could lead to security risks, as accounts without passwords may be susceptible to unauthorized access. Additionally, this issue violates best practices for secure user account management. The issue is fixed in version 2.19.0.
Source: CVE Program / CVE List V5
CVSS Information
N/A
Source: CVE Program / CVE List V5
Vulnerability Type
弱口令要求
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 2.18版本存在安全漏洞，该漏洞源于管理员可以创建无密码用户账户，可能导致未授权访问。
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 ~ 2.19.0 -

II. Public POCs for CVE-2025-1474

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III. Intelligence Information for CVE-2025-1474

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Patches & Fixes for CVE-2025-1474 (1)

Vendor Advisories for CVE-2025-1474 (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-2025-1473 CSRF in mlflow/mlflow
CVE-2024-6838 Uncontrolled Resource Consumption in mlflow/mlflow
CVE-2024-8859 Path Traversal in mlflow/mlflow

IV. Related Vulnerabilities

Same product: mlflow/mlflow
Same vendor: mlflow
Same weakness: CWE-521

V. Comments for CVE-2025-1474

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