RDI: An adversarial robustness evaluation metric for deep neural networks based on model statistical features

Jialei Song, Xingquan Zuo, Feiyang Wang +2

Deep neural networks (DNNs) are highly susceptible to adversarial samples, raising concerns about their reliability in safety-critical tasks. Currently, methods of evaluating adver…