Search Results for author: Renxuan Wang

Found 2 papers, 0 papers with code

GGT: Graph-Guided Testing for Adversarial Sample Detection of Deep Neural Network

no code implementations9 Jul 2021 Zuohui Chen, Renxuan Wang, Jingyang Xiang, Yue Yu, Xin Xia, Shouling Ji, Qi Xuan, Xiaoniu Yang

Deep Neural Networks (DNN) are known to be vulnerable to adversarial samples, the detection of which is crucial for the wide application of these DNN models.

Adversarial Sample Detection via Channel Pruning

no code implementations ICML Workshop AML 2021 Zuohui Chen, Renxuan Wang, Yao Lu, Jingyang Xiang, Qi Xuan

Experiments on CIFAR10 and SVHN show that the FLOPs and size of our generated model are only 24. 46\% and 4. 86\% of the original model.

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