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Title

Feature Analysis for Intrusion Detection in Mobile Ad-hoc Networks

Author

Vetrichelvi, Rajaram, Vanitha, G.Mohankumar

Citation

Vol. 10  No. 9  pp. 215-219

Abstract

As Mobile Ad-hoc network (MANET) has become a very important technology, research concerning its security problem, especially, in intrusion detection has attracted many researchers. Feature selection methodology plays a central role in the data analysis process. The proposed features are tested in network operating conditions. PCA is used to analyze the selected features. This is because, redundant and irrelevant features often reduce performance of the detection system. STR belongs to hierarchical routing protocol and does not attempt to consistently maintain routing information in every node. Furthermore, through the use of tree’s intrinsic routing function, the STR protocol exhibits hybrid behavior and better performance of normalized routing load in large, mobile, ad hoc networks

Keywords

Feature selection, intrusion detection, MANET, PCA, STR

URL

http://paper.ijcsns.org/07_book/201009/20100933.pdf