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Robust Textual Embedding against Word-level Adversarial Attacks



Yichen Yang , Xiaosen Wang , Kun He


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Learning-based Hybrid Local Search for the Hard-label Textual Attack



Zhen Yu , Xiaosen Wang , Wanxiang Che , Kun He

* 8 pages 

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Triangle Attack: A Query-efficient Decision-based Adversarial Attack



Xiaosen Wang , Zeliang Zhang , Kangheng Tong , Dihong Gong , Kun He , Zhifeng Li , Wei Liu

* 10 pages 

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Randomized Substitution and Vote for Textual Adversarial Example Detection



Xiaosen Wang , Yifeng Xiong , Kun He

* 8 pages 

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Multi-stage Optimization based Adversarial Training



Xiaosen Wang , Chuanbiao Song , Liwei Wang , Kun He

* 13 pages 

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Enhancing the Transferability of Adversarial Attacks through Variance Tuning



Xiaosen Wang , Kun He

* Accepted by CVPR 2021 

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Boosting Adversarial Transferability through Enhanced Momentum



Xiaosen Wang , Jiadong Lin , Han Hu , Jingdong Wang , Kun He

* 13 pages 

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Admix: Enhancing the Transferability of Adversarial Attacks



Xiaosen Wang , Xuanran He , Jingdong Wang , Kun He

* 10 pages 

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Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks



Xiaosen Wang , Yichen Yang , Yihe Deng , Kun He

* 11 pages, 1 figure, 10 tables; method improved, more experiments added, appendix added 

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Fast Gradient Projection Method for Text Adversary Generation and Adversarial Training



Xiaosen Wang , Yichen Yang , Yihe Deng , Kun He

* 10 pages, 1 figure, 5 tables 

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