SingleNet: A Lightweight Convolutional Neural Network for Safety Detection of an Industrial Control System

Table 2

Network architecture parameters.

Parameter items	Parameter values
Convolution kernel size
Number of convolution kernels	32
Number of neurons in the fully connected layer	512
Training times	10000
Batch_size	1
Optimization function	Stochastic gradient descent algorithm SGD