ε-weakened Robustness of Deep Neural Networks

Pei Huang, Yuting Yang, Minghao Liu +3

This paper introduces a notation of $\epsilon$-weakened robustness for analyzing the reliability and stability of deep neural networks (DNNs). Unlike the conventional robustness…