Knowledge-Informed Auto-Penetration Testing Based on Reinforcement Learning with Reward Machine

Yuanliang Li, Hanzheng Dai, Jun Yan

Automated penetration testing (AutoPT) based on reinforcement learning (RL) has proven its ability to improve the efficiency of vulnerability identification in information systems.…