Intrusion detection system based on machine learning using least square support vector machine

Intrusion detection system based on machine learning using least square support vector machine

Abstract Security solutions in the cyber world are essential for enforcing protection against network vulnerabilities and data exploitation. Unauthorized access or attack can be avoided in critical systems using a comprehensive approach via an effective intrusion detection system (IDS). Traditional...

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Bibliographic Details
Main Authors: Pratik Waghmode, Manideep Kanumuri, Hosam El-Ocla, Tanner Boyle
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Intrusion detection system
Machine learning
Deep learning
Feature selection
Cyber security
Exhaustive feature selection
Online Access:https://doi.org/10.1038/s41598-025-95621-7
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