Attack classification of an intrusion detection system using deep learning and hyperparameter optimization

A network intrusion detection system (NIDS) is a solution that mitigates the threat of attacks on a network. The success of a NIDS depends on the success of its algorithm and the performance of its method in recognizing attacks. We propose a deep learning intrusion detection system (IDS) using a pre...

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Bibliographic Details

Published in:	Journal of information security and applications Vol. 58; p. 102804
Main Authors:	Kunang, Yesi Novaria, Nurmaini, Siti, Stiawan, Deris, Suprapto, Bhakti Yudho
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.05.2021
Subjects:	Deep learning Hyperparameter optimization Intrusion detection system Multiclass classification Deep learning Hyperparameter optimization Intrusion detection system Multiclass classification
ISSN:	2214-2126
Online Access:	Get full text
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