Table 2 Layers of CNN model.
From: Mitigating side channel attacks on FPGA through deep learning and dynamic partial reconfiguration
Layer | Type | Filters | Kernel Size | Activation |
|---|---|---|---|---|
Conv1 | Conv2D | 32 | (3,3) | Relu |
Pool1 | MaxPooling 2D | - | (2,2) | - |
Conv2 | Conv2D | 64 | (3,3) | Relu |
Pool2 | MaxPooling 2D | - | (2,2) | - |
Conv3 | Conv2D | 128 | (3,3) | Relu |
Dense1 | Dense | 128 | - | Relu |
Dense2 | Dense | 10 | - | Softmax |
