Use the ensemble methods when detecting DoS attacks in Network Intrusion Detection Systems
Hoàng Ngọc Thanh, Tran Lang · EAI Endorsed Transactions on Context-aware Systems and Applications · 2019
Building a good IDS model from a certain dataset is one of the main tasks in machine learning. Training multiple classifiers at the same time to solve the same problem and then combining their outputs to improve classification quality, called ensemble method. This paper analyzes and evaluates the