no code implementations • 1 Aug 2023 • Ruoxi Qin, Linyuan Wang, Xuehui Du, Xingyuan Chen, Bin Yan
The deep neural network has attained significant efficiency in image recognition.
no code implementations • AAAI Workshop AdvML 2022 • Ruoxi Qin, Linyuan Wang, Xuehui Du, Bin Yan, Xingyuan Chen
A new constraints norm is proposed in model training based on these criteria to isolate adversarial transferability without any prior knowledge of adversarial samples.
no code implementations • 6 May 2021 • Ruoxi Qin, Linyuan Wang, Xingyuan Chen, Xuehui Du, Bin Yan
The defense strategies are particularly passive in these processes, and enhancing initiative of such strategies can be an effective way to get out of this arms race.