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Towards Assessment of Randomized Smoothing Mechanisms for Certifying Adversarial Robustness

Jun 07, 2020
Tianhang Zheng, Di Wang, Baochun Li, Jinhui Xu

* Correct the some details of the theorems and proofs 

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Towards Understanding the Adversarial Vulnerability of Skeleton-based Action Recognition

Jun 06, 2020
Tianhang Zheng, Sheng Liu, Changyou Chen, Junsong Yuan, Baochun Li, Kui Ren


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Towards Assessment of Randomized Mechanisms for Certifying Adversarial Robustness

May 27, 2020
Tianhang Zheng, Di Wang, Baochun Li, Jinhui Xu

* Refine the proofs, and add more theorems and experiments 

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Towards Data Poisoning Attack against Knowledge Graph Embedding

Apr 26, 2019
Hengtong Zhang, Tianhang Zheng, Jing Gao, Chenglin Miao, Lu Su, Yaliang Li, Kui Ren


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Learning Saliency Maps for Adversarial Point-Cloud Generation

Nov 28, 2018
Tianhang Zheng, Changyou Chen, Junsong yuan, Kui Ren


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Is PGD-Adversarial Training Necessary? Alternative Training via a Soft-Quantization Network with Noisy-Natural Samples Only

Oct 19, 2018
Tianhang Zheng, Changyou Chen, Kui Ren

* Further improvement 

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Distributionally Adversarial Attack

Oct 02, 2018
Tianhang Zheng, Changyou Chen, Kui Ren


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