no code implementations • 23 Oct 2020 • Akshaj Veldanda, Siddharth Garg
Deep neural networks (DNNs) demonstrate superior performance in various fields, including scrutiny and security.
no code implementations • NeurIPS 2020 • Zahra Ghodsi, Akshaj Veldanda, Brandon Reagen, Siddharth Garg
Machine learning as a service has given raise to privacy concerns surrounding clients' data and providers' models and has catalyzed research in private inference (PI): methods to process inferences without disclosing inputs.
