38 citations · 54 across the 3 of their papers we have counts for
3 papers
cs.LG2019
Adaptive versus Standard Descent Methods and Robustness Against Adversarial Examples
Marc Khoury
Adversarial examples are a pervasive phenomenon of machine learning models where seemingly imperceptible perturbations to the input lead to misclassifications for otherwise statist…
cs.LG2019★ 16 cited
Adversarial Training with Voronoi Constraints
Marc Khoury, Dylan Hadfield-Menell
Adversarial examples are a pervasive phenomenon of machine learning models where seemingly imperceptible perturbations to the input lead to misclassifications for otherwise statist…
cs.LG2018★ 38 cited
On the Geometry of Adversarial Examples
Marc Khoury, Dylan Hadfield-Menell
Adversarial examples are a pervasive phenomenon of machine learning models where seemingly imperceptible perturbations to the input lead to misclassifications for otherwise statist…