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

Table 2

Neural network structure.

Classifier	MNIST	CIFAR-10
Structure	Conv2D(16,5,5)+ReLU	Conv2D(32,3,3)+ReLU
	MaxPooling2D(2,2)	Conv2D(32,3,3)+ReLU
	Conv2D(32,5,5)+ReLU	MaxPooling2D(2,2)
	MaxPooling2D(2,2)	Conv2D(64,3,3)+ReLU
	FCL(1000)+ReLU	Conv2D(64,3,3)+ReLU
	FCL(10)+Softmax	MaxPooling2D(2,2)
		FCL(512)+ReLU
		FCL(10)+Softmax