Research Article
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 |
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