Interpreting Structured Perturbations in Image Protection Methods for Diffusion Models

Michael R. Martin, Garrick Chan, Kwan-Liu Ma

Recent image protection mechanisms such as Glaze and Nightshade introduce imperceptible, adversarially designed perturbations intended to disrupt downstream text-to-image generativ…