WS-AWRE: Intrusion Detection Using Optimized Whale Sine Feature Selection and Artificial Neural Network (ANN) Weighted Random Forest Classifier

WS-AWRE: Intrusion Detection Using Optimized Whale Sine Feature Selection and Artificial Neural Network (ANN) Weighted Random Forest Classifier

An IDS (Intrusion Detection System) is essential for network security experts, as it allows one to identify and respond to abnormal traffic present in a network. An IDS can be utilized for evaluating the various types of malicious attacks. Hence, detecting intrusions has become a significant researc...

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Bibliographic Details
Main Authors: Omar Abdulkhaleq Aldabash, Mehmet Fatih Akay
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Applied Sciences
Subjects:
intrusion detection
machine learning
Sine Cosine Algorithm
Whale Optimization Algorithm
Artificial Neural Network
Random Forest
Online Access:https://www.mdpi.com/2076-3417/14/5/2172

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https://www.mdpi.com/2076-3417/14/5/2172

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