Jaiden Fairoze

On the Difficulty of Constructing a Robust and Publicly-Detectable Watermark

This work investigates the theoretical boundaries of creating publicly-detectable schemes to enable the provenance of watermarked imagery. Metadata-based approaches like C2PA provide unforgeability and public-detectability. ML techniques offer robust retrieval and watermarking. However, no existing…