Research Article

[Retracted] Network Traffic Forecasting in Network Cybersecurity: Granular Computing Model

Table 2

Parameters of the LSTM algorithm.

ParameterValue

Hidden layers150
Delays[1–9]
Shallow hidden layers[3000]
Number of epochs250
Batch size120
Environment of the proposed modelCPU
Number of iterations350
Dropout number0.5
Optimization function of the proposed systemAdam