Password Guessing Based on GAN with Gumbel-Softmax

Figure 3

The discriminator in the proposed G-Pass uses multiple convolutional layers with variable size filters to capture specific information about the input. Since the length of the input is padded to 10, we set the filter sizes of the convolutional layers to 6, 7, 8, and 9, respectively.