Lijia Yu

most citedAdversarial Parameter Attack on Deep Neural Networks

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2022★ 1 cited

Adversarial Parameter Attack on Deep Neural Networks

Lijia Yu, Yihan Wang, Xiao-Shan Gao

In this paper, a new parameter perturbation attack on DNNs, called adversarial parameter attack, is proposed, in which small perturbations to the parameters of the DNN are made suc…

stat.ML2020

Improve the Robustness and Accuracy of Deep Neural Network with $L_{2, \infty}$ Normalization

Lijia Yu, Xiao-Shan Gao

In this paper, the robustness and accuracy of the deep neural network (DNN) was enhanced by introducing the $L_{2, \infty}$ normalization of the weight matrices of the DNN with Relu…

Adversarial Parameter Attack on Deep Neural Networks

Improve the Robustness and Accuracy of Deep Neural Network with L2,∞​ Normalization

Improve the Robustness and Accuracy of Deep Neural Network with $L_{2, \infty}$ Normalization