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Author

Navya Rajashekara

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Open access Aug 2026

Deep learning intrusion detection for software-defined networking using synthetic minority oversampling

This article proposes an advanced method for network intrusion detection using a combination of recurrent neural networks (RNNs), specifically long short-term memory (LSTM), gated recurrent units (GRU), and bidirectional long short-term memory (BiLSTM) models, enhanced by synthetic minority oversampling technique (SMOT...

Prajwalasimha Sindugatta Nagaraja, Navya Rajashekara, Pushpa Bangalore Ramesh et al. · 0 citations

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