Output Constraints as Attack Surface: Exploiting Structured Generation to Bypass LLM Safety Mechanisms

no code implementations • 31 Mar 2025 • Shuoming Zhang, Jiacheng Zhao, Ruiyuan Xu, Xiaobing Feng, Huimin Cui

In this work, we reveal a critical control-plane attack surface orthogonal to traditional data-plane vulnerabilities.

Exploring the Independent Cascade Model and Its Evolution in Social Network Information Diffusion

no code implementations • 16 Mar 2024 • Jixuan He, Yutong Guo, Jiacheng Zhao

This paper delves into the paramount significance of information dissemination within the dynamic realm of social networks.