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H. K.

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Review Open access Aug 2026

Advancing Intrusion Detection Systems: A Comprehensive Review of Deep Learning and Hyperparameter Optimization Techniques

Recent progress in DL applications for IDS is examined, highlighting the efficacy of models such as Convolutional Neural Networks, Recurrent Neural Networks, and auto encoders in identifying both established and emerging threats.

H. K. · 0 citations

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