Da-Lin Xiang

The Security Duality of Large Language Model Agents: A Systematic Review of Self-Security Protection and Cybersecurity Empowerment

Large Language Model (LLM) agents integrate memory, tool invocation, environment interaction, and multi-agent collaboration, evolving from passive text-generation tools into autonomous systems that execute complex tasks. This capability leap creates a pronounced security duality. On the one hand, LLM agents face emergi...