Risk Assessment and Security Analysis of Large Language Models

Xiaoyan Zhang, Dongyang Lyu, Xiaoqi Li

As large language models (LLMs) expose systemic security challenges in high risk applications, including privacy leaks, bias amplification, and malicious abuse, there is an urgent…