Search Results for author: Wenhua Qian

Found 2 papers, 2 papers with code

LP-BFGS attack: An adversarial attack based on the Hessian with limited pixels

1 code implementation26 Oct 2022 Jiebao Zhang, Wenhua Qian, Rencan Nie, Jinde Cao, Dan Xu

We study the attack performance and computation cost of the attack method based on the Hessian with a limited number of perturbation pixels.

Adversarial Attack

Exploring Adversarial Examples and Adversarial Robustness of Convolutional Neural Networks by Mutual Information

1 code implementation12 Jul 2022 Jiebao Zhang, Wenhua Qian, Rencan Nie, Jinde Cao, Dan Xu

Adversarial training is a simple and effective defense method to improve the robustness of CNNs to adversarial examples.

Adversarial Robustness

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