Autonomous Cyber Defense

Abstract：Given the immense economic and societal damage caused by cyberattacks and recent advances in artificial intelligence (AI), interest in the application of AI to enhance cyber defense has grown in recent years. Research is expanding on autonomous cyber defense that can not only detect threats but can engage in defense measures such as hardening or recovery. This report focuses on one promising approach to creating these autonomous cyber defense agents: reinforcement learning (RL).