no code implementations • 22 May 2023 • Xinchi Qiu, Ilias Leontiadis, Luca Melis, Alex Sablayrolles, Pierre Stock
In particular, on-device machine learning allows us to avoid sharing raw data with a third-party server during inference.
1 code implementation • ICLR 2022 • Lauren Watson, Chuan Guo, Graham Cormode, Alex Sablayrolles
The vulnerability of machine learning models to membership inference attacks has received much attention in recent years.