Adversarial Training in Low-Label Regimes with Margin-Based Interpolation

Tian Ye, Rajgopal Kannan, Viktor Prasanna

Adversarial training has emerged as an effective approach to train robust neural network models that are resistant to adversarial attacks, even in low-label regimes where labeled d…