Non-Singular Adversarial Robustness of Neural Networks

Yu-Lin Tsai, Chia-Yi Hsu, Chia-Mu Yu +1

Adversarial robustness has become an emerging challenge for neural network owing to its over-sensitivity to small input perturbations. While being critical, we argue that solving t…