Shiqi Wang

MixTrain: Scalable Training of Formally Robust Neural Networks.

2018 · arXiv (Cornell University)

Making neural networks robust against adversarial inputs has resulted in an arms race between new defenses and attacks. The most promising defenses, adversarially robust training and verifiably robust training, have limitations that restrict their practical …