Speculative Safety Honeypot: Toward Proactive Defense Against Multi-turn Agent Attacks

Zezhong Wang, Xueyang Tang, Rui Lian +2

As Large Language Model (LLM) agents are increasingly deployed in complex environments, multi-turn interaction attacks have become a significant security challenge. Existing detect…