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ResearchFormerly WizWand

Inference-based Mimicry Defense on Average across 5 Datasets

5.64FIDRandomNoise

Evaluation results

Method	Links
RandomNoise2026.06		5.64	26.55	0.93
LDS2026.06		11.42	27.21	0.91
DiffGuard2026.06		14.85	26.56	0.89
SimAC2026.06		22.67	26.6	0.89
PhotoGuard2026.06		23.19	27.01	0.85
PID2026.06		27.68	27.28	0.84
DisDiff2026.06		28.11	26.79	0.88
EUDP2026.06		29.69	27.12	0.87
GAPDiff2026.06		33.48	26.85	0.86
SDST2026.06		35.61	27.39	0.82
MetaCloak2026.06		38.48	26.65	0.87
AdvDM2026.06		39.85	27.07	0.85
Pretender2026.06		41.79	26.79	0.86
LDMR2026.06		43.66	26.45	0.82
CAAT2026.06		45.4	26.74	0.86
ACE2026.06		47.87	27.04	0.8
MIST2026.06		48.32	27.39	0.81
AntiDiff2026.06		48.55	26.46	0.86
Glaze2026.06		48.96	27.31	0.81
NightShade2026.06		49.98	27.09	0.8
AntiDB2026.06		65.86	26.24	0.84
GoodAC2026.06		74.73	26.11	0.84
HAAD2026.06		78.26	26.89	0.83
PAP2026.06		87.86	26.33	0.83
Smooth2026.06		160.92	25.5	0.79
VOID2026.06		325.8	18.82	0.49