Adversarial noise added by a trained encoder or PGD degrades generated images across seven customization methods, including tuning-free reference-based approaches, and shows qualitative transfer to commercial APIs.
Idguard: Ro- bust, general, identity-centric poi proactive defense against face editing abuse
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Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation
Adversarial noise added by a trained encoder or PGD degrades generated images across seven customization methods, including tuning-free reference-based approaches, and shows qualitative transfer to commercial APIs.