Design of a new type of integrated classifier for network intrusion detection systems

Abstract

Based on the analysis of the network intrusion detection model, a new design scheme for the integrated classifier is proposed. The attribute reduction algorithm of the discernibility matrix is used for the optimization design of reducing nodes of input and hidden layers. The experimental test result shows that this design is valid.

Keywords

intrusion detection system, rough sets, discernibility matrix, integrated classifier