Luca Daniel

Fast Training of Provably Robust Neural Networks by SingleProp

2021 · arXiv (Cornell University)

Recent works have developed several methods of defending neural networks against adversarial attacks with certified guarantees. However, these techniques can be computationally costly due to the use of certification during training. We develop a new …