An IoT Time Series Data Security Model for Adversarial Attack Based on Thermometer Encoding

Table 3

Layers details in one block of the ResNet.

name	Layer	Parameter
Conv_x	Conv1D	Filters = 64, kernel size = 8, stride = 1
Conv_x	BatchNormalization
Conv_x	Activation	Function = ReLU
Conv_y	Conv1D	Filters = 64, kernel size = 5, stride = 1
Conv_y	BatchNormalization
Conv_y	Activation	Activation function = ReLU
Conv_z	Conv1D	Filters = 64, kernel size = 3, stride = 1
Conv_z	BatchNormalization