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.