Research Article

Detection of Botnet Attacks against Industrial IoT Systems by Multilayer Deep Learning Approaches

Table 4

Settings of the GRU.

HyperparametersOptions

Loss functioncategorical_crossentropy
MetricAccuracy
ActivationsReLu & Softmax
GRU layers2
GRU blocks per layer(100,100)
OptimizerAdam
Batch size64
Learning rate0.001
Epochs200