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D. Prabakar

Affiliation: Department of Computer Science and Engineering, Karpagam College of Engineering Coimbatore
Department: Professor & Head of the Department
Location: India

1 article

Published Subscription Review Article 9 Sep 2025
DDoS Detection Using Cascade Correlation for Improving Network Resources in Cloud Environment
By D. Prabakar, Naveena M., Deepika S., Pavithra K.

Abstract: Intrusion detection is critical for protecting network security from emerging cyber threats. This study describes a unique intrusion detection system (IDS) based on the Random Forest algorithm. Random Forests are used as an effective classifier to identify patterns linked with malevolent behaviour. This technique uses Random Forests to improve the accuracy and efficiency of intrusion detection systems. The suggested methodology's value is shown by its performance on the benchmark KDD …

Published in International Journal of Wireless Security and Networks · Vol. 3, Issue 2, 2025 · pp. 17–22 Read article