no code implementations • 24 Sep 2021 • Gabriel Deza, Adelin Travers, Colin Rowat, Nicolas Papernot
Indeed, we show in our evaluation that errors in the forecasting model's predictions alone are not sufficient for trading decisions made based on these forecasts to yield a negative return.
no code implementations • 20 Sep 2021 • Varun Chandrasekaran, Hengrui Jia, Anvith Thudi, Adelin Travers, Mohammad Yaghini, Nicolas Papernot
The application of machine learning (ML) in computer systems introduces not only many benefits but also risks to society.
no code implementations • 3 Aug 2021 • Adelin Travers, Lorna Licollari, Guanghan Wang, Varun Chandrasekaran, Adam Dziedzic, David Lie, Nicolas Papernot
In the white-box setting, we instantiate this class with a joint, multi-stage optimization attack.
2 code implementations • 9 Dec 2019 • Lucas Bourtoule, Varun Chandrasekaran, Christopher A. Choquette-Choo, Hengrui Jia, Adelin Travers, Baiwu Zhang, David Lie, Nicolas Papernot
Once users have shared their data online, it is generally difficult for them to revoke access and ask for the data to be deleted.