Security and Communication Networks / 2019 / Article / Tab 5

Research Article

VHDRA: A Vertical and Horizontal Intelligent Dataset Reduction Approach for Cyber-Physical Power Aware Intrusion Detection Systems

Table 5

A comparison between the VHDRA and the traditional NNGE with CFS.

Binary class Triple classMulticlass

Accuracy gain (%)4.534.299.25

Feature reduction ratio (%)46.435035.71

Hyperrectangles reduction ratio (%)9.687.4113.07