Alexandre Araujo

Theoretical evidence for adversarial robustness through randomization

Rafaël Pinot, Laurent Meunier, Alexandre Araujo et al. · arXiv (Cornell University) · 2019 · 35 citations · Full text

Engineering, Machine Learning, Information Security +16

Robust Neural Networks using Randomized Adversarial Training

Alexandre Araujo · arXiv (Cornell University) · 2019 · 25 citations · Full text

Hardware Security, Robust Neural Networks, New Defense Mechanisms +13

R-LPIPS: An Adversarially Robust Perceptual Similarity Metric

Sara Ghazanfari, Siddharth Garg, P. Krishnamurthy et al. · arXiv (Cornell University) · 2023 · 12 citations · Full text