User-Level Membership Inference for Federated Learning in Wireless Network Environment

Table 3

Neural network structure of GANs.

	Discriminator	Generator
Structure	Conv()+Tanh	Conv(,44)
	MaxPooling(,3,3)	BatchNormalization
	Conv()+Tanh	ReLU
	MaxPooling(,2,2)	Conv(,4,2,2,1,1)
	Conv()+Tanh	BatchNormalization
	MaxPooling(,2,2)	ReLU
	Reshape(512)	Conv(,4,2,2,1,1)
	Linear()	BatchNormalization
	Tanh	ReLU
	Linear()	Conv(,4,2,2,1,1)
	SoftMax	BatchNormalization
		ReLU
		Conv(,4,2,2,1,1)
		Tanh