A Double-Layered Hybrid Approach for Network Intrusion Detection System Using Combined Naive Bayes and SVM

A Double-Layered Hybrid Approach for Network Intrusion Detection System Using Combined Naive Bayes and SVM

A pattern matching method (signature-based) is widely used in basic network intrusion detection systems (IDS). A more robust method is to use a machine learning classifier to detect anomalies and unseen attacks. However, a single machine learning classifier is unlikely to be able to accurately detec...

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Bibliographic Details
Main Authors: Treepop Wisanwanichthan, Mason Thammawichai
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Correlation feature selection
double-layered hybrid approach
machine learning
Naive Bayes
intrusion detection system
network security
Online Access:https://ieeexplore.ieee.org/document/9562534/

Internet

https://ieeexplore.ieee.org/document/9562534/

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