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Author

Gripsy Paul

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Review 2026

Deep Learning-Driven Intrusion Detection Systems: A Comprehensive Survey of Architectures, Performance Evaluation, and Research Challenges

A taxonomy of IDS architectures and a survey of recently proposed networks, such as Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), LSTMs, GRUs, Autoencoders, GANs, Transformer-based, as well as hybrids are developed.

Sajith K. V., Gripsy Paul, Bhagavant Deshpande et al. · 0 citations

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