Use the ensemble methods when detecting DoS attacks in Network Intrusion Detection Systems

Thanh, Hoang and Lang, Tran (2019) Use the ensemble methods when detecting DoS attacks in Network Intrusion Detection Systems. EAI Endorsed Transactions on Context-aware Systems and Applications.

[thumbnail of 37232.pdf] PDF
37232.pdf

Download (1MB)

Abstract

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

Item Type: Article
Date Deposited: 04 Mar 2026 13:02
Last Modified: 17 Apr 2026 12:02
URI: http://eprints.eai.eu/id/eprint/27725

Actions (login required)

View Item
View Item