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

Table 3

Settings of the LSTM.

Hyperparameters	Options
Loss function	categorical_crossentropy
Metric	Accuracy
Activations	ReLu & Softmax
LSTM layers	2
LSTM blocks per layer	(100,100)
Optimizer	Adam
Batch size	64
Learning rate	0.001
Epochs	200