Diffusion Models as the Future of Robust Watermarking: the presentation of ZoDiac and SuperMark Approaches
AI-Driven Innovation and Smart Systems: 46AI 2025
The rapid advancement of generative AI has created unprecedented challenges for the authenticity and security of digital content. Traditional watermarking methods—based on spatial, frequency, or deep learning—are proving increasingly vulnerable to contemporary attacks, including adversarial perturbations, generative model regeneration, and latent space manipulation. This paper…