Copyright Infringement

Copyright infringement in the age of generative AI, particularly text-to-image models like Stable Diffusion, is a burgeoning research area focusing on detecting and preventing the unauthorized replication of artistic styles and copyrighted content. Current research explores methods for identifying stylistic mimicry within generated images, investigates techniques to detect "disguised" copyright infringement where training data is subtly altered, and develops strategies to mitigate these issues through techniques like data poisoning detection and model watermarking. These advancements are crucial for protecting artists' intellectual property and ensuring the responsible development and deployment of powerful generative AI technologies.