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CatchBackdoor: Backdoor Testing by Critical Trojan Neural Path Identification via Differential Fuzzing


Dec 24, 2021
Haibo Jin, Ruoxi Chen, Jinyin Chen, Yao Cheng, Chong Fu, Ting Wang, Yue Yu, Zhaoyan Ming

* 13 pages 

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MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare


Dec 11, 2021
Muchao Ye, Junyu Luo, Guanjie Zheng, Cao Xiao, Ting Wang, Fenglong Ma


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Backdoor Attack through Frequency Domain


Nov 30, 2021
Tong Wang, Yuan Yao, Feng Xu, Shengwei An, Hanghang Tong, Ting Wang


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Efficient Federated Learning for AIoT Applications Using Knowledge Distillation


Nov 29, 2021
Tian Liu, Jun Xia, Xian Wei, Ting Wang, Xin Fu, Mingsong Chen


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Auto robust relative radiometric normalization via latent change noise modelling


Nov 24, 2021
Shiqi Liu, Lu Wang, Jie Lian, Ting chen, Cong Liu, Xuchen Zhan, Jintao Lu, Jie Liu, Ting Wang, Dong Geng, Hongwei Duan, Yuze Tian


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Backdoor Pre-trained Models Can Transfer to All


Oct 30, 2021
Lujia Shen, Shouling Ji, Xuhong Zhang, Jinfeng Li, Jing Chen, Jie Shi, Chengfang Fang, Jianwei Yin, Ting Wang


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On the Security Risks of AutoML


Oct 12, 2021
Ren Pang, Zhaohan Xi, Shouling Ji, Xiapu Luo, Ting Wang

* Accepted as a full paper at USENIX Security '22 

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Silicon photonic-electronic neural network for fibre nonlinearity compensation


Oct 11, 2021
Chaoran Huang, Shinsuke Fujisawa, Thomas Ferreira de Lima, Alexander N. Tait, Eric C. Blow, Yue Tian, Simon Bilodeau, Aashu Jha, F atih Yaman, Hsuan-Tung Peng, Hussam G. Batshon, Bhavin J. Shastri, Yoshihisa Inada, Ting Wang, Paul R. Prucnal


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UAV-Assisted Over-the-Air Computation


Jan 25, 2021
Min Fu, Yong Zhou, Yuanming Shi, Ting Wang, Wei Chen

* 6 pages, 5 figures. This paper has been accepted by Pro. IEEE Int. Conf. Commun. (ICC), Jun. 2021 

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i-Algebra: Towards Interactive Interpretability of Deep Neural Networks


Jan 22, 2021
Xinyang Zhang, Ren Pang, Shouling Ji, Fenglong Ma, Ting Wang

* Accepted by the 35th AAAI Conference on Artificial Intelligence (AAAI '21) 

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Visual Perception Generalization for Vision-and-Language Navigation via Meta-Learning


Jan 19, 2021
Ting Wang, Zongkai Wu, Donglin Wang

* 8 pages, 4 figures, preprinted version 

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TROJANZOO: Everything you ever wanted to know about neural backdoors (but were afraid to ask)


Dec 22, 2020
Ren Pang, Zheng Zhang, Xiangshan Gao, Zhaohan Xi, Shouling Ji, Peng Cheng, Ting Wang


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Trojaning Language Models for Fun and Profit


Aug 01, 2020
Xinyang Zhang, Zheng Zhang, Ting Wang

* 19 pages (14 for main text, 5 for appendix), 6 figures, under review 

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Graph Backdoor


Jun 23, 2020
Zhaohan Xi, Ren Pang, Shouling Ji, Ting Wang

* 18 pages, 15 figures 

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AdvMind: Inferring Adversary Intent of Black-Box Attacks


Jun 16, 2020
Ren Pang, Xinyang Zhang, Shouling Ji, Xiapu Luo, Ting Wang

* Accepted as a full paper at KDD 2020 

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The Tale of Evil Twins: Adversarial Inputs versus Backdoored Models


Nov 05, 2019
Ren Pang, Xinyang Zhang, Shouling Ji, Yevgeniy Vorobeychik, Xiaopu Luo, Ting Wang


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TextBugger: Generating Adversarial Text Against Real-world Applications


Dec 13, 2018
Jinfeng Li, Shouling Ji, Tianyu Du, Bo Li, Ting Wang

* To appear in NDSS 2019 

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Interpretable Deep Learning under Fire


Dec 03, 2018
Xinyang Zhang, Ningfei Wang, Shouling Ji, Hua Shen, Ting Wang


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EagleEye: Attack-Agnostic Defense against Adversarial Inputs (Technical Report)


Aug 01, 2018
Yujie Ji, Xinyang Zhang, Ting Wang


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Differentially Private Releasing via Deep Generative Model (Technical Report)


Mar 25, 2018
Xinyang Zhang, Shouling Ji, Ting Wang


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Where Classification Fails, Interpretation Rises


Dec 02, 2017
Chanh Nguyen, Georgi Georgiev, Yujie Ji, Ting Wang

* 6 pages, 6 figures 

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Modular Learning Component Attacks: Today's Reality, Tomorrow's Challenge


Aug 25, 2017
Xinyang Zhang, Yujie Ji, Ting Wang


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Dense 3D Facial Reconstruction from a Single Depth Image in Unconstrained Environment


Apr 24, 2017
Shu Zhang, Hui Yu, Ting Wang, Junyu Dong, Honghai Liu


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DIMM-SC: A Dirichlet mixture model for clustering droplet-based single cell transcriptomic data


Apr 06, 2017
Zhe Sun, Ting Wang, Ke Deng, Xiao-Feng Wang, Robert Lafyatis, Ying Ding, Ming Hu, Wei Chen


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Context-Aware Online Learning for Course Recommendation of MOOC Big Data


Oct 16, 2016
Yifan Hou, Pan Zhou, Ting Wang, Li Yu, Yuchong Hu, Dapeng Wu


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Automatic Extraction of Protein Interaction in Literature


Aug 22, 2014
Peilei Liu, Ting Wang

* This paper has been withdrawn by the author due to its lack of academic value 

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Neural Mechanism of Language


Aug 22, 2014
Peilei Liu, Ting Wang

* 6 pages, 3 figures 

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