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VeriFi: Towards Verifiable Federated Unlearning



Xiangshan Gao , Xingjun Ma , Jingyi Wang , Youcheng Sun , Bo Li , Shouling Ji , Peng Cheng , Jiming Chen


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Repairing Adversarial Texts through Perturbation



Guoliang Dong , Jingyi Wang , Jun Sun , Sudipta Chattopadhyay , Xinyu Wang , Ting Dai , Jie Shi , Jin Song Dong


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NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification



Haibin Zheng , Zhiqing Chen , Tianyu Du , Xuhong Zhang , Yao Cheng , Shouling Ji , Jingyi Wang , Yue Yu , Jinyin Chen


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Fairness Testing of Deep Image Classification with Adequacy Metrics



Peixin Zhang , Jingyi Wang , Jun Sun , Xinyu Wang


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EllipseNet: Anchor-Free Ellipse Detection for Automatic Cardiac Biometrics in Fetal Echocardiography



Jiancong Chen , Yingying Zhang , Jingyi Wang , Xiaoxue Zhou , Yihua He , Tong Zhang

* MICCAI 2021 

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Automatic Fairness Testing of Neural Classifiers through Adversarial Sampling



Peixin Zhang , Jingyi Wang , Jun Sun , Xinyu Wang , Guoliang Dong , Xingen Wang , Ting Dai , Jin Song Dong


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Adversarial Attacks and Mitigation for Anomaly Detectors of Cyber-Physical Systems



Yifan Jia , Jingyi Wang , Christopher M. Poskitt , Sudipta Chattopadhyay , Jun Sun , Yuqi Chen

* Accepted by the International Journal of Critical Infrastructure Protection (IJCIP) 

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Attack as Defense: Characterizing Adversarial Examples using Robustness



Zhe Zhao , Guangke Chen , Jingyi Wang , Yiwei Yang , Fu Song , Jun Sun


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