Targeted Attack Improves Protection against Unauthorized Diffusion Customization
Published in ICLR 2025 (Spotlight), 2025
This work shows that targeted adversarial attacks can poison diffusion customization more effectively than standard untargeted methods. The approach improves protection while remaining practical on consumer hardware.
Recommended citation: Zheng, B., Liang, C., and Wu, X. (2025). "Targeted Attack Improves Protection against Unauthorized Diffusion Customization." ICLR 2025. Spotlight presentation.
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