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I. Basic Information for CVE-2025-6386
Vulnerability Information

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Vulnerability Title
Timing Attack Vulnerability in parisneo/lollms
Source: NVD (National Vulnerability Database)
Vulnerability Description
The parisneo/lollms repository is affected by a timing attack vulnerability in the `authenticate_user` function within the `lollms_authentication.py` file. This vulnerability allows attackers to enumerate valid usernames and guess passwords incrementally by analyzing response time differences. The affected version is the latest, and the issue is resolved in version 20.1. The vulnerability arises from the use of Python's default string equality operator for password comparison, which compares characters sequentially and exits on the first mismatch, leading to variable response times based on the number of matching initial characters.
Source: NVD (National Vulnerability Database)
CVSS Information
N/A
Source: NVD (National Vulnerability Database)
Vulnerability Type
通过差异性导致的信息暴露
Source: NVD (National Vulnerability Database)
Vulnerability Title
LoLLMs 安全漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
LoLLMs是Saifeddine ALOUI个人开发者的一个大型语言与多模态系统。 LoLLMs存在安全漏洞,该漏洞源于lollms_authentication.py中authenticate_user函数存在时间差攻击风险,可能导致用户名枚举和密码猜测。
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
VendorProductAffected VersionsCPESubscribe
parisneoparisneo/lollms unspecified ~ 20.1 -
II. Public POCs for CVE-2025-6386
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III. Intelligence Information for CVE-2025-6386
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