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Transferable Unlearnable Examples


Oct 18, 2022
Jie Ren, Han Xu, Yuxuan Wan, Xingjun Ma, Lichao Sun, Jiliang Tang

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Towards Fair Classification against Poisoning Attacks


Oct 18, 2022
Han Xu, Xiaorui Liu, Yuxuan Wan, Jiliang Tang

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Towards Generating Adversarial Examples on Mixed-type Data


Oct 17, 2022
Han Xu, Menghai Pan, Zhimeng Jiang, Huiyuan Chen, Xiaoting Li, Mahashweta Das, Hao Yang

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Probabilistic Categorical Adversarial Attack & Adversarial Training


Oct 17, 2022
Penghei He, Han Xu, Jie Ren, Yuxuan Wan, Zitao Liu, Jiliang Tang

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Seen to Unseen: When Fuzzy Inference System Predicts IoT Device Positioning Labels That Had Not Appeared in Training Phase


Sep 21, 2022
Han Xu, Zheming Zuo, Jie Li, Victor Chang

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* Accepted by International Conference on Internet of Things, Big Data and Security (IoTBDS) 2022 

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A Comprehensive Survey on Trustworthy Recommender Systems


Sep 21, 2022
Wenqi Fan, Xiangyu Zhao, Xiao Chen, Jingran Su, Jingtong Gao, Lin Wang, Qidong Liu, Yiqi Wang, Han Xu, Lei Chen, Qing Li

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A Pre-Computing Solution for Online Advertising Serving


Jul 04, 2022
Han Xu, Hao Qi, Kunyao Wang, Pei Wang, Guowei Zhang, Congcong Liu, Junsheng Jin, Xiwei Zhao, Changping Peng, Zhangang Lin, Jingping Shao

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Research: A Pre-Computing Solution for Online Advertising Serving


Jun 26, 2022
Han Xu, Hao Qi, Kunyao Wang, Pei Wang, Guowei Zhang, Congcong Liu, Junsheng Jin, Xiwei Zhao, Changping Peng, Zhangang Lin, Jingping Shao

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Defense Against Gradient Leakage Attacks via Learning to Obscure Data


Jun 01, 2022
Yuxuan Wan, Han Xu, Xiaorui Liu, Jie Ren, Wenqi Fan, Jiliang Tang

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* 13 pages, 2 figures 

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Enhancing Adversarial Training with Feature Separability


May 02, 2022
Yaxin Li, Xiaorui Liu, Han Xu, Wentao Wang, Jiliang Tang

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* 10 pages 

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