On the Perils of Cascading Robust Classifiers

Ravi Mangal, Zifan Wang, Chi Zhang +3

Ensembling certifiably robust neural networks is a promising approach for improving the \emph{certified robust accuracy} of neural models. Black-box ensembles that assume only quer…