nullorigin

NullOrigin 🛡️ Universal AI Provenance & Watermark Sanitization Middleware Research artifact — for watermarking robustness evaluation only. 🔬 Research use only NullOrigin is a research artifact. It is published to support academic and independent study of watermarking robustness, and for no other...

On-Device Watermarking: a Socio-Technical Imperative for Authenticity in the Age of Generative AI

As generative AI models produce increasingly realistic output, both academia and industry are focusing on the ability to detect whether an output was generated by an AI model or not. Many of the research efforts and policy discourse are centered around robust watermarking of AI outputs. While...