A Survey of Reinforcement Learning in Intrusion Detection
Zheni Utic, Kandethody M. Ramachandran · 2022
With the progress of the Internet and the dependence on mobile devices, the importance of advanced technologies and methodologies for protection in the intrusion detection domain escalates to unseen levels. Even though there are many established machine learning security methods, more work is needed in the Reinforcement learning area. This paper aims to create a survey and outline the recent progress in the Reinforcement learning field applied to intrusion detection and emphasize the importance of further research in this area.