Reinforcement Learning Techniques to Increase Intrusion Resilience in Game Theoretical APT Models

Publications

QFlip: An Adaptive Reinforcement Learning Strategy for the FlipIt Security Game
Lisa Oakley and Alina Oprea
In Proceedings of the Conference on Decision and Game Theory for Security (GameSec), To Appear, 2019
[arXiv PrePrint]

Code

Custom OpenAI Gym Environment for FlipIt [code]
QFlip and Greedy Simulation Implementations [code]