Boosting the Certified Robustness of L-infinity Distance Nets

Bohang Zhang, Du Jiang, Di He +1

Recently, Zhang et al. (2021) developed a new neural network architecture based on ${\ell }_{\infty }$-distance functions, which naturally possesses certified ${\ell }_{\infty }$ robustness by…