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Gaurav Singal

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Jul 2026

Enhancing Scalability and Communication Efficiency in Sub-Network Based Federated Deep Learning for Multiclass Intrusion Detection in IoT Networks

This work proposes a novel multiclass intrusion detection system using FL at the subnetwork level using various machine learning models, including Artificial Neural Networks, Convolutional Neural Networks, and Long Short-Term Memory to build an effective IoT IDS.

Mamta Rawat, Manan Suri, Gaurav Singal · 0 citations