Adversarial Motion Generation on HDM05

100Success Rate

Quality-Preserving Adversarial Attack

Updated 1mo ago

Evaluation Results

Method
Quality-Preserving Adversarial Attack 2026.06	100	22.91	0.012	187.28	32.15
Quality-Preserving Adversarial Attack 2026.06	100	21.89	0.011	185.73	30.31
Quality-Preserving Adversarial Attack 2026.06	100	18.67	0.011	181.89	28.09
Quality-Preserving Adversarial Attack 2026.06	99.82	21.07	0.012	184.47	30.41
Quality-Preserving Adversarial Attack 2026.06	99.28	20.8	0.013	182.96	31.07
MI-FGSM 2026.06	96.77	169.96	0.126	1,920.98	179.56
I-FGSM 2026.06	96.06	169.34	0.124	1,902.39	177.91
I-FGSM 2026.06	93.91	129.78	0.086	1,226.33	126.39
MI-FGSM 2026.06	93.91	129.79	0.086	1,226.98	126.46
MIG 2026.06	92.47	194.33	0.17	2,273.09	238.34
MIG 2026.06	92.47	215.88	0.206	2,757.84	243.96
MI-FGSM 2026.06	90.41	124.94	0.09	1,289.95	126.45
I-FGSM 2026.06	90.15	124.69	0.089	1,284.58	125.94
I-FGSM 2026.06	86.74	162.98	0.124	1,488.08	144.97
MI-FGSM 2026.06	86.74	163.18	0.125	1,487.92	144.95
MIG 2026.06	84.86	167.51	0.15	1,917.32	187.78
MI-FGSM 2026.06	84.23	36.83	0.022	523.93	54.83
I-FGSM 2026.06	83.87	36.66	0.022	521.52	54.5
SMART 2026.06	81.72	211.88	0.173	1,574.95	55.46
MIG 2026.06	78.14	57.59	0.037	692.53	78.87
MIG 2026.06	76.34	202.24	0.188	1,945.83	189.95
SMART 2026.06	75.63	174.86	0.129	974.33	33.3
SMART 2026.06	72.85	144.99	0.112	991.5	35.83
SMART 2026.06	68.46	142.39	0.116	1,052.44	41
SMART 2026.06	65.59	50.84	0.028	364.26	13.54