Towards the Quantification of Safety Risks in Deep Neural Networks

Peipei Xu, Wenjie Ruan, Xiaowei Huang

Safety concerns on the deep neural networks (DNNs) have been raised when they are applied to critical sectors. In this paper, we define safety risks by requesting the alignment of…