2 papers
cs.CR2026
Media Integrity and Authentication: Status, Directions, and Futures
Jessica Young, Sam Vaughan, Andrew Jenks +9
We provide background on emerging challenges and future directions with media integrity and authentication methods, focusing on distinguishing AI-generated media from authentic con…
cs.LG2024
Verifiable evaluations of machine learning models using zkSNARKs
Tobin South, Alexander Camuto, Shrey Jain +5
In a world of increasing closed-source commercial machine learning models, model evaluations from developers must be taken at face value. These benchmark results-whether over task…