no code implementations • 6 May 2021 • Umang Gupta, Dimitris Stripelis, Pradeep K. Lam, Paul M. Thompson, José Luis Ambite, Greg Ver Steeg
In particular, we show that it is possible to infer if a sample was used to train the model given only access to the model prediction (black-box) or access to the model itself (white-box) and some leaked samples from the training data distribution.
2 code implementations • 8 Feb 2021 • Umang Gupta, Pradeep K. Lam, Greg Ver Steeg, Paul M. Thompson
Deep Learning for neuroimaging data is a promising but challenging direction.