A Neighbor Prototype Selection Method Based on CCHPSO for Intrusion Detection

Nearest neighbor (NN) models play an important role in the intrusion detection system (IDS). However, with the advent of the era of big data, the NN model has the disadvantages of low efficiency, noise sensitivity, and high storage requirement. This paper presents a neighbor prototype selection meth...

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Bibliographic Details
Main Authors: Yanping Shen, Kangfeng Zheng, Chunhua Wu, Yixian Yang
Format: Article
Language:English
Published: Hindawi-Wiley 2019-01-01
Series:Security and Communication Networks
Online Access:http://dx.doi.org/10.1155/2019/1283495