Network Defense is Not a Game

no code implementations • 20 Apr 2021 • Andres Molina-Markham, Ransom K. Winder, Ahmad Ridley

Hence, we propose to define network defense tasks as distributions of network environments, to: (i) enable research to apply modern AI techniques, such as unsupervised curriculum learning and reinforcement learning for network defense; and, (ii) facilitate the design of well-defined challenges that can be used to compare approaches for autonomous cyberdefense.

reinforcement-learning Reinforcement Learning (RL)