Author

Mahbubul Haq Bhuiyan

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Open access Aug 2026

Reservoir computing for network intrusion classification

Network Intrusion Detection Systems (NIDS) play a critical role in securing IoT environments, where resource constraints demand lightweight yet effective solutions. While Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM) networks are widely adopted as benchmarks for intrusion detection, their high co...

Khorshed Alam, Mahbubul Haq Bhuiyan, Mohammad Ashraful Hoque et al. · PLoS ONE · 0 citations