Entropy clustering-based granular classifiers for network intrusion detection

Abstract Support vector machine (SVM) is one of the effective classifiers in the field of network intrusion detection; however, some important information related to classification might be lost in the reprocessing. In this paper, we propose a granular classifier based on entropy clustering method a...

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Bibliographic Details
Main Authors: Hui Liu, Gang Hao, Bin Xing
Format: Article
Language:English
Published: SpringerOpen 2020-01-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Online Access:https://doi.org/10.1186/s13638-019-1567-1