no code implementations • 15 Sep 2021 • Nitin Agrawal, James Bell, Adrià Gascón, Matt J. Kusner
We address the problem of efficiently verifying a commitment in a two-party computation.
no code implementations • 20 Jan 2021 • Nitin Agrawal, Reuben Binns, Max Van Kleek, Kim Laine, Nigel Shadbolt
Homomorphic encryption, secure multi-party computation, and differential privacy are part of an emerging class of Privacy Enhancing Technologies which share a common promise: to preserve privacy whilst also obtaining the benefits of computational analysis.
no code implementations • 8 Jul 2019 • Nitin Agrawal, Ali Shahin Shamsabadi, Matt J. Kusner, Adrià Gascón
In this work, we investigate the advantages of designing training algorithms alongside a novel secure protocol, incorporating optimizations on both fronts.