Watermarking Algorithm

Watermarking algorithms embed imperceptible identifiers into digital content (images or text) to verify authorship or origin, addressing concerns about copyright infringement and misuse of generative AI. Current research focuses on improving the robustness of these algorithms against various attacks, including manipulation and paraphrasing, and enhancing their ability to handle a large number of unique identifiers, particularly within the context of large language models (LLMs) and diffusion models. These advancements are crucial for responsible development and deployment of generative AI, ensuring accountability and mitigating potential ethical risks in diverse applications.