most citedDynamic ensemble selection based on Deep Neural Network Uncertainty Estimation for Adversarial Robustness

2 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 2 cited

Dynamic ensemble selection based on Deep Neural Network Uncertainty Estimation for Adversarial Robustness

Ruoxi Qin, Linyuan Wang, Xuehui Du +2

The deep neural network has attained significant efficiency in image recognition. However, it has vulnerable recognition robustness under extensive data uncertainty in practical ap…

cs.CR2021★ 1 cited

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

Ruoxi Qin, Linyuan Wang, Xingyuan Chen +2

Deep neural networks have been shown to suffer from critical vulnerabilities under adversarial attacks. This phenomenon stimulated the creation of different attack and defense stra…