SAKURA: Serving Attention Key-Value State Under Rate Adaptation for Private Image Editing on Phones.

arXiv:2610.29733v1 Announce Type: cross Abstract: Diffusion transformers are widely used in image-editing services. To preserve both efficiency and privacy, existing systems commonly rely on cloud-device collaboration. Keeping request-specific inference on the