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GAIL-PT: A Generic Intelligent Penetration Testing Framework with Generative Adversarial Imitation Learning



Jinyin Chen , Shulong Hu , Haibin Zheng , Changyou Xing , Guomin Zhang


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DeepSensor: Deep Learning Testing Framework Based on Neuron Sensitivity



Haibo Jin , Ruoxi Chen , Haibin Zheng , Jinyin Chen , Zhenguang Liu , Qi Xuan , Yue Yu , Yao Cheng

* 8 pages 

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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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NIP: Neuron-level Inverse Perturbation Against Adversarial Attacks



Ruoxi Chen , Haibo Jin , Jinyin Chen , Haibin Zheng , Yue Yu , Shouling Ji

* 14 pages 

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Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction



Jinyin Chen , Haiyang Xiong , Haibin Zheng , Jian Zhang , Guodong Jiang , Yi Liu

* 11 pages,6 figures 

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Salient Feature Extractor for Adversarial Defense on Deep Neural Networks



Jinyin Chen , Ruoxi Chen , Haibin Zheng , Zhaoyan Ming , Wenrong Jiang , Chen Cui


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DeepPoison: Feature Transfer Based Stealthy Poisoning Attack



Jinyin Chen , Longyuan Zhang , Haibin Zheng , Xueke Wang , Zhaoyan Ming


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ROBY: Evaluating the Robustness of a Deep Model by its Decision Boundaries



Jinyin Chen , Zhen Wang , Haibin Zheng , Jun Xiao , Zhaoyan Ming


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FineFool: Fine Object Contour Attack via Attention



Jinyin Chen , Haibin Zheng , Hui Xiong , Mengmeng Su


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