Real-time Identity Defenses against Malicious Personalization of Diffusion Models

Personalized diffusion models, capable of synthesizing highly realistic images based on a few reference portraits, pose substantial social, ethical, and legal risks by enabling identity replication. Existing defense mechanisms rely on computationally intensive adversarial perturbations tailored to i...

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Bibliographische Detailangaben

Hauptverfasser:	Guo, Hanzhong, Nie, Shen, Du, Chao, Pang, Tianyu, Sun, Hao, Li, Chongxuan
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition
Online-Zugang:	Volltext bestellen
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