Feature Subset Selection Hybrid Deep Belief Network Based Cybersecurity Intrusion Detection Model

Feature Subset Selection Hybrid Deep Belief Network Based Cybersecurity Intrusion Detection Model

Intrusion detection system (IDS) has played a significant role in modern network security. A key component for constructing an effective IDS is the identification of essential features and network traffic data preprocessing to design effective classification model. This paper presents a Feature Subs...

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Bibliographic Details
Main Authors: Khalid A. Alissa, Hadil Shaiba, Abdulbaset Gaddah, Ayman Yafoz, Raed Alsini, Omar Alghushairy, Amira Sayed A. Aziz, Mesfer Al Duhayyim
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Electronics
Subjects:
intrusion detection system
deep belief network
feature selection
network security
chicken swarm optimization
Online Access:https://www.mdpi.com/2079-9292/11/19/3077

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