Enhanced Network Traffic Classification Using Bayesian-Optimized Logistic Regression and Random Forest Algorithm

This study highlights the urgent need for effective real-time network security solutions in the face of increasing cyber threats. It examines the performance of a logistic regression model enhanced by Bayesian optimization for detecting TOR traffic using the UNB-CIC TOR-NonTOR datasets and a Bayesia...

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Bibliographic Details
Main Authors: Manisankar Sannigrahi, R. Thandeeswaran
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:Journal of Engineering
Online Access:http://dx.doi.org/10.1155/je/5430763
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