Conference
Open access
Sep 2026
IdentityMask: A Robust Face-Centric Privacy Protection Against Unauthorized Personalization of Diffusion Models
This work proposes IdentityMask, a robust protection framework that shifts the paradigm from arbitrary confusion to precise, targeted feature corruption, and consistently outperforms prior state-of-the-art approaches in both protection efficacy and robustness.
Wei-Wei Tan, Rui Wang, Lihua Jing et al.
· Proceedings of the Thirty-Fi... · 0 citations