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Adversarial Attacks on ASR Systems: An Overview


Aug 03, 2022
Xiao Zhang, Hao Tan, Xuan Huang, Denghui Zhang, Keke Tang, Zhaoquan Gu


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Hessian-Free Second-Order Adversarial Examples for Adversarial Learning


Jul 04, 2022
Yaguan Qian, Yuqi Wang, Bin Wang, Zhaoquan Gu, Yuhan Guo, Wassim Swaileh


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Improving robustness of language models from a geometry-aware perspective


Apr 28, 2022
Bin Zhu, Zhaoquan Gu, Le Wang, Jinyin Chen, Qi Xuan

* accepted at Findings of ACL 2022 

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One model Packs Thousands of Items with Recurrent Conditional Query Learning


Nov 12, 2021
Dongda Li, Zhaoquan Gu, Yuexuan Wang, Changwei Ren, Francis C. M. Lau

* Knowledge-Based Systems, Volume 235, 2022, 107683, ISSN 0950-7051 
* 16 pages, 5 figures, 3 tables. Accepted to Knowledge-Based Systems, 2022 

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TREATED:Towards Universal Defense against Textual Adversarial Attacks


Sep 13, 2021
Bin Zhu, Zhaoquan Gu, Le Wang, Zhihong Tian


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CODEs: Chamfer Out-of-Distribution Examples against Overconfidence Issue


Aug 13, 2021
Keke Tang, Dingruibo Miao, Weilong Peng, Jianpeng Wu, Yawen Shi, Zhaoquan Gu, Zhihong Tian, Wenping Wang

* ICCV 2021 

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Towards Speeding up Adversarial Training in Latent Spaces


Feb 01, 2021
Yaguan Qian, Qiqi Shao, Tengteng Yao, Bin Wang, Shaoning Zeng, Zhaoquan Gu, Wassim Swaileh


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Towards Imperceptible Adversarial Image Patches Based on Network Explanations


Dec 10, 2020
Yaguan Qian, Jiamin Wang, Bin Wang, Zhaoquan Gu, Xiang Ling, Chunming Wu


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EI-MTD:Moving Target Defense for Edge Intelligence against Adversarial Attacks


Oct 11, 2020
Yaguan Qian, Qiqi Shao, Jiamin Wang, Xiang Lin, Yankai Guo, Zhaoquan Gu, Bin Wang, Chunming Wu


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