Research Article

Defending against Deep-Learning-Based Flow Correlation Attacks with Adversarial Examples

Table 2

The model hyperparameters of target model.

LayerDetails

Convolution layer 1Kernel num: 2000
Kernel size: (2, 30)
Stride: (2, 1)
Activation: Relu

Max pool 1Window size: (1, 5)
Stride: (1, 1)

Convolution layer 2Kernel num: 1000
Kernel size: (2; 10)
Stride: (4, 1)
Activation: Relu

Max pool 2Window size: (1, 5)
Stride: (1, 1)

Fully connected 1Size: 3000, activation: Relu
Fully connected 2Size: 800, activation: Relu
Fully connected 3Size: 100, activation: Relu