<i>χ</i>2-BidLSTM: A Feature Driven Intrusion Detection System Based on <i>χ</i>2 Statistical Model and Bidirectional LSTM

<i>χ</i>2-BidLSTM: A Feature Driven Intrusion Detection System Based on <i>χ</i>2 Statistical Model and Bidirectional LSTM

In a network architecture, an intrusion detection system (IDS) is one of the most commonly used approaches to secure the integrity and availability of critical assets in protected systems. Many existing network intrusion detection systems (NIDS) utilize stand-alone classifier models to classify netw...

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Bibliographic Details
Main Authors: Yakubu Imrana, Yanping Xiang, Liaqat Ali, Zaharawu Abdul-Rauf, Yu-Chen Hu, Seifedine Kadry, Sangsoon Lim
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Sensors
Subjects:
deep learning
feature selection
intrusion detection systems
chi-square
bidirectional LSTM
Online Access:https://www.mdpi.com/1424-8220/22/5/2018

Internet

https://www.mdpi.com/1424-8220/22/5/2018

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