2026
VisiLock: Authorizing Instruction-based Image editing with Dual Score Distillation
CVPR 2026
While open-sourcing instruction-guided image editing models accelerates research, it surrenders control over their capabilities to anyone who downloads the weights. Existing protection methods are reactive: they verify ownership after generation, but the underlying model remains fully functional for