Research Article

Password Guessing Based on GAN with Gumbel-Softmax

Table 7

Cracking rates of PassGAN [27] and proposed G-Pass on two testing sets with a guessing set size of 109.

ModelRockYou testing set (%)LinkedIn testing set

PassGAN [27]14.8110.36%
G-pass()17.0610.72% (3.5% improvement)
G-pass()21.2813.84% (33.6% improvement)
G-pass()26.4816.17% (56.1% improvement)
G-pass()24.8115.26% (47.3% improvement)