Genetic Algorithm–Based Hyperparameter Optimization for 1D-CNN NIDS
Juraev G.U.; Kilichev D.; Mukhamadiyev A.N.; Turimov D.M.; Saydirasulov S.N.
This paper investigates Genetic Algorithm (GA)–driven hyperparameter optimization for one-dimensional Convolutional Neural Networks (1D-CNNs) in network intrusion detection systems (NIDS). Building on prior evidence that evolutionary search marked...