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.

Lord of Large Language Models vulnerable to Observable Discrepancy attack via authenticate_user function

Уязвимость функции authenticate_user() системы для запуска и управления большими языковыми моделями LoLLMS (Lord of Large Language Multimodal Systems), позволяющая нарушителю перехватить учетную запись пользователя или повысить свои привилегии