Black-box Adversarial Motion Attack on 100STYLE

100Success Rate

Quality-Preserving Adversarial Attack

Updated 1mo ago

Evaluation Results

Method
Quality-Preserving Adversarial Attack 2026.06	100	20.02	0.012	11.21	3.06
Quality-Preserving Adversarial Attack 2026.06	99.64	19.51	0.012	10.97	2.86
Quality-Preserving Adversarial Attack 2026.06	97.49	39.76	0.017	17.34	4.48
Quality-Preserving Adversarial Attack 2026.06	96.42	57.5	0.02	21.74	5.9
Quality-Preserving Adversarial Attack 2026.06	93.9	62.01	0.023	25.42	6.1
MIG 2026.06	70.97	336.28	0.156	552.29	77.84
MIG 2026.06	67.38	307.14	0.105	414.82	66.07
MIG 2026.06	65.95	297.48	0.104	293.88	52.5
MIG 2026.06	64.88	295.32	0.108	339.51	53.69
MIG 2026.06	55.2	240.37	0.066	97.03	18.34
TASAR 2026.06	51.97	182.23	0.06	46.87	4.96
MI-FGSM 2026.06	51.61	283.7	0.098	87.51	12.61
I-FGSM 2026.06	49.46	281	0.097	79.29	11.43
SMART 2026.06	49.46	240.27	0.071	57.87	4.83
TASAR 2026.06	48.75	243.41	0.079	104.72	7.42
TASAR 2026.06	45.7	171.8	0.05	52.5	4.82
MI-FGSM 2026.06	45.52	284.8	0.103	124.31	18.07
MI-FGSM 2026.06	44.71	226.81	0.072	70.38	11.79
SMART 2026.06	43.37	266.16	0.099	123.33	8.56
MI-FGSM 2026.06	42.65	138.07	0.037	20.23	4.02
TASAR 2026.06	42.3	99.25	0.023	15.21	2.01
SMART 2026.06	41.76	202.67	0.062	64.18	5.03
I-FGSM 2026.06	41.67	221.27	0.069	68.18	10.64
I-FGSM 2026.06	41.22	134.05	0.036	18.77	3.7
TASAR 2026.06	39.78	162.31	0.039	43.21	4.9
I-FGSM 2026.06	39.78	275.96	0.098	111.98	16.22
MI-FGSM 2026.06	39.07	200.65	0.048	69.48	12.47
SMART 2026.06	39.07	111.17	0.028	17.74	1.91
I-FGSM 2026.06	36.2	194.05	0.046	62.67	11.21
SMART 2026.06	35.13	193.07	0.049	57.76	4.8