A Novel Way to Generate Adversarial Network Traffic Samples against Network Traffic Classification

Table 6

Network structure and parameters of Vgg-16 CNN.

Name		Parameters
Input layer
Convolution layer	Convolution core
	Output
Batch normalization layer	Output
Convolution layer	Convolution core
	Output
Batch normalization layer	Output
Max pooling layer	Sampling window
	Output
Convolution layer	Convolution core
	Output
Batch normalization layer	Output
Convolution layer	Convolution core
	Output
Batch normalization layer	Output
Max pooling layer	Sampling window
	Output
Convolution layer	Convolution core
	Output
Batch normalization layer	Output
Flatten layer	Output
Full connection layer dense 1	Output
Full connection layer dense 2	Output