Adversarial Attack on 100STYLE (test)

100Success Rate

Quality-Preserving Adversarial Attack

Updated 1mo ago

Evaluation Results

Method
Quality-Preserving Adversarial Attack 2026.06	100	18.91	0.011	16.05	0.075	2.94
Quality-Preserving Adversarial Attack 2026.06	100	20.28	0.013	16.42	0.077	3.09
Quality-Preserving Adversarial Attack 2026.06	100	20.16	0.014	16.33	0.079	2.99
Quality-Preserving Adversarial Attack 2026.06	100	19.13	0.011	16.75	0.084	3.23
Quality-Preserving Adversarial Attack 2026.06	100	19.62	0.012	16.39	0.079	3.06
MI-FGSM 2026.06	86.74	226.67	0.068	316.77	0.28	26.08
I-FGSM 2026.06	86.38	226.8	0.068	312.9	0.276	25.65
MI-FGSM 2026.06	82.08	195.22	0.053	131.33	0.147	11.16
I-FGSM 2026.06	81.72	194.95	0.053	129.42	0.147	10.96
I-FGSM 2026.06	80.29	162.55	0.043	190.98	0.196	19.28
MI-FGSM 2026.06	80.29	162.78	0.043	191.1	0.197	19.29
MI-FGSM 2026.06	79.48	165.93	0.046	170.98	0.169	15.29
I-FGSM 2026.06	79.21	165.98	0.046	169.3	0.168	15.11
MIG 2026.06	78.14	242.85	0.075	489.37	0.396	38.12
MIG 2026.06	72.76	190.75	0.05	280.56	0.241	27.63
MIG 2026.06	70.61	238.23	0.071	264.46	0.234	23.22
MIG 2026.06	69.34	193.65	0.056	276.28	0.235	24.07
MI-FGSM 2026.06	68.82	79.06	0.019	44.7	0.053	4.61
I-FGSM 2026.06	68.46	79.63	0.019	43.9	0.053	4.53
MIG 2026.06	60.22	102.77	0.026	70.72	0.069	7.3
SMART 2026.06	42.65	242.12	0.072	97.73	0.119	4
SMART 2026.06	34.23	206.35	0.064	111.31	0.159	3.96
SMART 2026.06	32.97	262.75	0.1	214.63	0.301	6.33
SMART 2026.06	31.9	125.46	0.03	29.32	0.047	1.6
SMART 2026.06	29.39	195.06	0.053	103.56	0.167	3.92