Less is More: Culling the Training Set to Improve Robustness of Deep Neural Networks

Yongshuai Liu, Jiyu Chen, Hao Chen

Deep neural networks are vulnerable to adversarial examples. Prior defenses attempted to make deep networks more robust by either changing the network architecture or augmenting th…