Yu-Bo Zhang

SafeFlow: Attribution-Driven Adaptive Security Defense for Large Language Model Agents

As large language model (LLM) agents are increasingly deployed in healthcare, finance, education, and other high-risk domains, their multi-turn interactions become more complex. When facing emerging threats such as context poisoning, memory injection, and tool manipulation, conventional binary filtering models struggle...