CAPM: Fast and Robust Verification on Maxpool-based CNN via Dual Network

Jia-Hau Bai, Chi-Ting Liu, Yu Wang +2

This study uses CAPM (Convex Adversarial Polytope for Maxpool-based CNN) to improve the verified bound for general purpose maxpool-based convolutional neural networks (CNNs) under…