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Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-modal Fake News Detection



Jinyin Chen , Chengyu Jia , Haibin Zheng , Ruoxi Chen , Chenbo Fu


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Rethinking the Defense Against Free-rider Attack From the Perspective of Model Weight Evolving Frequency



Jinyin Chen , Mingjun Li , Tao Liu , Haibin Zheng , Yao Cheng , Changting Lin


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Improving robustness of language models from a geometry-aware perspective



Bin Zhu , Zhaoquan Gu , Le Wang , Jinyin Chen , Qi Xuan

* accepted at Findings of ACL 2022 

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



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

* 13 pages 

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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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TEGDetector: A Phishing Detector that Knows Evolving Transaction Behaviors



Jinyin Chen , Haiyang Xiong , Dunjie Zhang , Zhenguang Liu , Jiajing Wu


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Graph-Fraudster: Adversarial Attacks on Graph Neural Network Based Vertical Federated Learning



Jinyin Chen , Guohan Huang , Shanqing Yu , Wenrong Jiang , Chen Cui


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