A Deep Reinforcement Learning Approach to Modelling an Intrusion Detection System Using Asynchronous Advantage Actor-Critic (A3C) Algorithm
Junior Kiplimo Yego, Dr. Nicholas Kiget & Mr. Daniel SamoeiDepartment of Information TechnologyMoi University, KenyaCorresponding Author: Junkiy62@gmail.com Abstract: An increase in growth and use of the internet has also resulted in attacks evolving and more novel attacks having a devastating effect are witnessed. The Intrusion Detection System (IDS) is yet to achieve maximum success due…