Search Results for author: Sam Gunn

Found 5 papers, 1 papers with code

SoK: Watermarking for AI-Generated Content

no code implementations27 Nov 2024 Xuandong Zhao, Sam Gunn, Miranda Christ, Jaiden Fairoze, Andres Fabrega, Nicholas Carlini, Sanjam Garg, Sanghyun Hong, Milad Nasr, Florian Tramer, Somesh Jha, Lei LI, Yu-Xiang Wang, Dawn Song

As the outputs of generative AI (GenAI) techniques improve in quality, it becomes increasingly challenging to distinguish them from human-created content.

Misinformation

An undetectable watermark for generative image models

1 code implementation9 Oct 2024 Sam Gunn, Xuandong Zhao, Dawn Song

Our experiments verify that, in contrast to every prior scheme we tested, our watermark does not degrade image quality.

Pseudorandom Error-Correcting Codes

no code implementations14 Feb 2024 Miranda Christ, Sam Gunn

As our primary application of pseudorandom codes, we present an undetectable watermarking scheme for outputs of language models that is robust to cropping and a constant rate of random substitutions and deletions.

Undetectable Watermarks for Language Models

no code implementations25 May 2023 Miranda Christ, Sam Gunn, Or Zamir

We ask: Is it possible to introduce a watermark without incurring any detectable change to the output distribution?

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