Staying on the Attack Path: Structured State for Long-Horizon Automated Penetration Testing

Weizhe Wang, Yitong Zhang, Yao Zhang +4

Large language model (LLM) based agents are increasingly applied to cybersecurity tasks such as vulnerability discovery and automated penetration testing. On long-horizon security…