Strength in Numbers: Trading-off Robustness and Computation via Adversarially-Trained Ensembles

Edward Grefenstette, Robert Stanforth, Brendan O'Donoghue +3

While deep learning has led to remarkable results on a number of challenging problems, researchers have discovered a vulnerability of neural networks in adversarial settings, where…