NIDS Neural Networks Using Sliding Time Window Data Processing with Trainable Activations and its Generalization Capability

Anton Raskovalov, Nikita Gabdullin, Ilya Androsov

This paper presents neural networks for network intrusion detection systems (NIDS), that operate on flow data preprocessed with a time window. It requires only eleven features whic…