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Improving the Transferability of Adversarial Examples with New Iteration Framework and Input Dropout

Jun 22, 2021
Pengfei Xie, Linyuan Wang, Ruoxi Qin, Kai Qiao, Shuhao Shi, Guoen Hu, Bin Yan

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Dynamic Defense Approach for Adversarial Robustness in Deep Neural Networks via Stochastic Ensemble Smoothed Model

May 06, 2021
Ruoxi Qin, Linyuan Wang, Xingyuan Chen, Xuehui Du, Bin Yan

* 17 pages,8 figures 

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Cycle-Consistent Adversarial GAN: the integration of adversarial attack and defense

Apr 12, 2019
Lingyun Jiang, Kai Qiao, Ruoxi Qin, Linyuan Wang, Jian Chen, Haibing Bu, Bin Yan

* 13 pages,7 tables, 1 figure 

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