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QAIR: Practical Query-efficient Black-Box Attacks for Image Retrieval


Mar 23, 2021
Xiaodan Li, Jinfeng Li, Yuefeng Chen, Shaokai Ye, Yuan He, Shuhui Wang, Hang Su, Hui Xue


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Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain


Mar 10, 2021
Honggu Liu, Xiaodan Li, Wenbo Zhou, Yuefeng Chen, Yuan He, Hui Xue, Weiming Zhang, Nenghai Yu

* Accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021 

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Sharp Multiple Instance Learning for DeepFake Video Detection


Aug 11, 2020
Xiaodan Li, Yining Lang, Yuefeng Chen, Xiaofeng Mao, Yuan He, Shuhui Wang, Hui Xue, Quan Lu

* Proceedings of the 28th ACM International Conference on Multimedia, 2020 
* Accepted at ACM MM 2020. 11 pages, 8 figures, with appendix 

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AdvKnn: Adversarial Attacks On K-Nearest Neighbor Classifiers With Approximate Gradients


Nov 29, 2019
Xiaodan Li, Yuefeng Chen, Yuan He, Hui Xue

* Submitted to ICASSP 2020, Implementation https://github.com/fiona-lxd/AdvKnn 

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A Deep Belief Network Based Machine Learning System for Risky Host Detection


Dec 29, 2017
Wangyan Feng, Shuning Wu, Xiaodan Li, Kevin Kunkle

* 10 pages, 10 figures. The paper is accepted by IEEE Conference on Communications and Network Security 2017. However, it is not published because either of the authors showed up in the conference 

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