Adversarial Robustness Guarantees for Random Deep Neural Networks

Giacomo De Palma, Bobak T. Kiani, Seth Lloyd

The reliability of deep learning algorithms is fundamentally challenged by the existence of adversarial examples, which are incorrectly classified inputs that are extremely close t…