Automated Cyber Defense with Generalizable Graph-based Reinforcement Learning Agents

Isaiah J. King, Benjamin Bowman, H. Howie Huang

Deep reinforcement learning (RL) is emerging as a viable strategy for automated cyber defense (ACD). The traditional RL approach represents networks as a list of computers in vario…