The Like Trap: Multi-Stage Poisoning against Agents in Similarity-based Recommendation Systems

Yue Xing, Pengfei He, Zitao Li

With recent advancements in large language models (LLMs) and LLM-based agents, these agents are becoming increasingly autonomous and gaining broader access to act on users' behalf…