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Published at November 25

Privacy Protection in Personalized Diffusion Models via Targeted Cross-Attention Adversarial Attack

cs.CV

Released Date: November 25, 2024

Authors: Xide Xu¹, Muhammad Atif Butt¹, Sandesh Kamath¹, Bogdan Raducanu¹

Aff.: ¹Computer Vision Center, Universitat Autònoma de Barcelona

Arxiv: http://arxiv.org/abs/2411.16437v1

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Attack method	ISM $\downarrow$	FDFR $\uparrow$	FID $\uparrow$	SER-FIQ $\downarrow$
No defence	0.6607	0.0006	66.51	0.7396
MIST	0.6443	0.0006	74.75	0.7358
Anti-DreamBooth	0.6198	0.0012	87.03	0.7338
CAAT	0.5986	0.0018	96.06	0.7310
Ours(CoPSAM)	0.4993	0.0037	126.67	0.7279