Bhagavant Deshpande

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.