2022
Boosting the Certified Robustness of L-infinity Distance Nets
ICLR 2022poster
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 its construction. Despite the novel design and theoretical foundation, so far the model only achieved comparable perfor…