Lightweight AI Watermarking: Challenges and Research Directions
AI-Driven Innovation and Smart Systems: 46AI 2025
Generative AI has revolutionized the creation of digital media, but it has also exacerbated concerns about authenticity and ownership. Digital watermarking remains a key mechanism for addressing these challenges. However, modern transformation- and diffusion-based approaches, while highly robust, incur significant computational costs that hinder their…