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ResearchFormerly WizWand

Training-based Mimicry Defense on TI, DB, CelebA-HQ, VGGFace2, WikiArt Average

13.9FIDRandomNoise

Evaluation results

Method	Links
RandomNoise2026.06		13.9	27.85	0.9
LDS2026.06		17.48	27.99	0.87
RandomNoise2026.06		22.15	29.16	0.88
DiffGuard2026.06		23.07	28.11	0.87
LDS2026.06		23.55	28.77	0.84
PhotoGuard2026.06		27.69	28.11	0.84
PID2026.06		30.91	28.27	0.83
DiffGuard2026.06		31.29	29.65	0.84
PhotoGuard2026.06		32.18	29.2	0.83
SimAC2026.06		33.71	27.9	0.85
PID2026.06		34.14	29.26	0.82
MetaCloak2026.06		41.26	27.87	0.84
SDST2026.06		41.85	27.79	0.81
MetaCloak2026.06		44.03	29.09	0.81
SimAC2026.06		44.75	29.19	0.82
LDMR2026.06		45.18	27.74	0.81
AdvDM2026.06		46.56	28.13	0.82
LDMR2026.06		46.7	29.03	0.79
SDST2026.06		48.09	28.2	0.79
Pretender2026.06		49.37	27.88	0.82
DisDiff2026.06		50.04	27.77	0.82
AntiDiff2026.06		51.96	27.71	0.83
EUDP2026.06		53.14	27.87	0.82
AdvDM2026.06		53.27	29.18	0.8
AntiDiff2026.06		55.37	28.97	0.79
CAAT2026.06		56.65	27.74	0.81
Pretender2026.06		56.95	28.98	0.79
Smooth2026.06		65.96	28.68	0.78
AntiDB2026.06		67.59	27.36	0.81
CAAT2026.06		67.9	28.73	0.77
GAPDiff2026.06		68.72	26.66	0.78
AntiDB2026.06		69.32	28.49	0.77
GoodAC2026.06		70.63	28.38	0.77
HAAD2026.06		70.95	28.56	0.76
DisDiff2026.06		71.97	28.75	0.77
PAP2026.06		72.26	28.36	0.76
GoodAC2026.06		72.68	27.25	0.8
HAAD2026.06		74.6	27.72	0.8
EUDP2026.06		76.59	28.62	0.76
PAP2026.06		80.06	27.35	0.8
Glaze2026.06		93.88	25.94	0.75
NightShade2026.06		95.48	25.83	0.75
MIST2026.06		95.74	25.96	0.75
ACE2026.06		97.04	25.78	0.74
GAPDiff2026.06		103.96	26.47	0.71
Smooth2026.06		113.44	27.09	0.78
Glaze2026.06		138.8	24.57	0.69
NightShade2026.06		140.97	24.58	0.69
MIST2026.06		143.17	24.53	0.69
ACE2026.06		146.22	24.52	0.69
VOID2026.06		365.37	19.45	0.51
VOID2026.06		404.94	20.08	0.53