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#copyright-protection News & Analysis

2 articles tagged with #copyright-protection. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · Mar 37/107
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SKeDA: A Generative Watermarking Framework for Text-to-video Diffusion Models

Researchers propose SKeDA, a new watermarking framework for text-to-video AI models that addresses content authenticity and copyright protection concerns. The system uses shuffle-key-based sampling and differential attention to maintain watermark robustness against video distortions while preserving generation quality.

AINeutralarXiv – CS AI · Mar 36/104
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Safeguarding Multimodal Knowledge Copyright in the RAG-as-a-Service Environment

Researchers have developed AQUA, the first watermarking framework designed to protect image copyright in Multimodal Retrieval-Augmented Generation (RAG) systems. The framework addresses a critical gap in protecting visual content within RAG-as-a-Service platforms by embedding semantic signals into synthetic images that survive the retrieval-to-generation process.