Search

1 article for “Extra Trees Classifier (ETC)”

• Published Subscription Review Article 9 Oct 2025

  Malicious Network Traffic Detection Using Hybrid Feature Selection with Ensemble Neural Network

  By Jermina F, Kanishka v, Rithika Shree A, Suman Adithya S R, Yogapriyan M

  Abstract: The detection of malicious network traffic is a critical aspect of cybersecurity, aiming to protect sensitive data and maintain the integrity of network systems. This study introduces a novel approach that combines hybrid feature selection with ensemble neural networks to enhance the accuracy and efficiency of malicious network traffic detection. The dataset used in this study was obtained from Kaggle and offers a wide-ranging and varied collection of network traffic …

  Published in Nano Trends – A Journal of Nano Technology & Its Applications · Vol. 27, Issue 3, 2025 Read article →