On Intrinsic Dataset Properties for Adversarial Machine Learning

Jeffrey Z. Pan, Nicholas Zufelt

Deep neural networks (DNNs) have played a key role in a wide range of machine learning applications. However, DNN classifiers are vulnerable to human-imperceptible adversarial pert…