Towards Generalizable Autonomous Penetration Testing via Domain Randomization and Meta-Reinforcement Learning. - Shicheng Zhou; Jingju Liu; Yuliang Lu; Jiahai Yang 001; Yue Zhang 049; Jie Chen (CoRR, 2024)

SCRIPT: A Scalable Continual Reinforcement Learning Framework for Autonomous Penetration Testing. - Shicheng Zhou; Jingju Liu; Yuliang Lu; Jiahai Yang 001; Yue Zhang 049; Bo Lin; Xiaofeng Zhong; Shulong Hu (Expert Syst. Appl., 2025)

APRIL: Towards Scalable and Transferable Autonomous Penetration Testing in Large Action Space via Action Embedding. - Shicheng Zhou; Jingju Liu; Yuliang Lu; Jiahai Yang 001; Dongdong Hou; Yue Zhang 049; Shulong Hu (IEEE Trans. Dependable Secur. Comput., 2025)