Password Guessing Based on GAN with Gumbel-Softmax

Table 6

Cracking rates of PassGAN [27] and proposed G-Pass under different password lengths.

Model	Length = 6 (%)	Length = 7 (%)	Length = 8 (%)	Length = 9 (%)	Length = 10 (%)
PassGAN [27]	29.96	22.05	13.28	6.62	3.15
G-pass ()	33.68	24.50	15.82	8.36	3.87
Improvement	3.72	2.45	2.54	1.74	0.72
Relative improvement	12.4	11.1	19.1	26.2	22.8
G-pass	38.32	29.83	20.34	12.18	6.36
Improvement	8.36	7.78	7.06	5.56	3.21
Relative improvement	27.9	35.2	53.1	83.9	101.9
G-pass	45.06	36.64	25.67	16.17	9.34
Improvement	15.10	14.59	12.39	9.55	6.19
Relative improvement	50.4	66.1	93.3	144.2	196.5
G-pass	43.15	34.52	23.95	14.74	8.24
Improvement	13.19	12.47	10.67	8.12	5.09
Relative improvement	44.0	56.5	80.3	122.6	161.5