A Combined Approach Of Adasyn And Tomeklink For Anomaly Network Intrusion Detection System Using Some Selected Machine Learning Algorithms

A Combined Approach Of Adasyn And Tomeklink For Anomaly Network Intrusion Detection System Using Some Selected Machine Learning Algorithms

Securing computer networks against malicious attacks requires an efficient Network Intrusion Detection System (IDS). While machine learning techniques are commonly used for anomaly-based intrusion detection, data imbalance challenges conventional algorithms, leading to biased predictions and reduced...

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Bibliographic Details
Main Authors: Nasiru Ige Salihu, Muhammed Nazeer Musa, Awujola J. Olalekan
Format: Article
Language:English
Published: University of science and culture 2024-09-01
Series:International Journal of Web Research
Subjects:
network intrusion detection system
machine learning
data imbalance
adasyn
tomek links
intrusion detection system
Online Access:https://ijwr.usc.ac.ir/article_211561.html
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