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Security and Communication Networks
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Security and Communication Networks
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2019
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Article
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Tab 5
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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.
ā
Binary class
Triple class
Multiclass
Accuracy gain (%)
4.53
4.29
9.25
Feature reduction ratio (%)
46.43
50
35.71
Hyperrectangles reduction ratio (%)
9.68
7.41
13.07