Scalable and Modular Robustness Analysis of Deep Neural Networks

Yuyi Zhong, Quang-Trung Ta, Tianzuo Luo +2

As neural networks are trained to be deeper and larger, the scalability of neural network analyzers is urgently required. The main technical insight of our method is modularly anal…