Training Automated Defense Strategies Using Graph-based Cyber Attack Simulations

Jakob Nyberg, Pontus Johnson

We implemented and evaluated an automated cyber defense agent. The agent takes security alerts as input and uses reinforcement learning to learn a policy for executing predefined d…