Secure Seed-Based Multi-bit Watermarking for Diffusion Models from First Principles

ArXi:2605.06153v1 Announce Type: cross The rapid emergence of generative image models has led to the development of specialized watermarking techniques, particularly in-generation methods such as seed-based embedding. However, current evaluations in this area remain largely empirical, making them heavily reliant on the specific model architectures used for generation and inversion. This prevents any clear