Kui Jia

Towards Understanding the Regularization of Adversarial Robustness on\n Neural Networks

2020 · arXiv (Cornell University)

The problem of adversarial examples has shown that modern Neural Network (NN)\nmodels could be rather fragile. Among the more established techniques to solve\nthe problem, one is to require the model to be {\\it $\\epsilon$-adversarially\nrobust} (AR); …