Copyright Traceability

Copyright traceability focuses on establishing verifiable links between digital content and its creators, combating unauthorized copying and misuse. Current research emphasizes robust watermarking techniques, often integrated with blockchain technologies for secure record-keeping and provenance tracking, and explores various model architectures like VAEs and transformers to improve accuracy and efficiency. This field is crucial for protecting intellectual property in rapidly evolving digital environments, particularly concerning AI-generated content and distributed systems like federated learning, impacting both legal frameworks and technological development.