Adversarial alignment: Breaking the trade-off between the strength of an attack and its relevance to human perception

Drew Linsley, Pinyuan Feng, Thibaut Boissin +4

Deep neural networks (DNNs) are known to have a fundamental sensitivity to adversarial attacks, perturbations of the input that are imperceptible to humans yet powerful enough to c…