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Edge Deep Learning Model Protection via Neuron Authorization


Mar 23, 2023
Jinyin Chen, Haibin Zheng, Tao Liu, Rongchang Li, Yao Cheng, Xuhong Zhang, Shouling Ji

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Superresolution Reconstruction of Single Image for Latent features


Nov 25, 2022
Xin Wang, Jing-Ke Yan, Jing-Ye Cai, Jian-Hua Deng, Qin Qin, Qin Wang, Heng Xiao, Yao Cheng, Peng-Fei Ye

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


Jun 11, 2022
Jinyin Chen, Mingjun Li, Tao Liu, Haibin Zheng, Yao Cheng, Changting Lin

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Finding Global Homophily in Graph Neural Networks When Meeting Heterophily


May 15, 2022
Xiang Li, Renyu Zhu, Yao Cheng, Caihua Shan, Siqiang Luo, Dongsheng Li, Weining Qian

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* To appear in ICML 2022 

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DeepSensor: Deep Learning Testing Framework Based on Neuron Sensitivity


Feb 12, 2022
Haibo Jin, Ruoxi Chen, Haibin Zheng, Jinyin Chen, Zhenguang Liu, Qi Xuan, Yue Yu, Yao Cheng

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* 8 pages 

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


Dec 25, 2021
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


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

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* 13 pages 

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Where Does the Robustness Come from? A Study of the Transformation-based Ensemble Defence


Oct 08, 2020
Chang Liao, Yao Cheng, Chengfang Fang, Jie Shi

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* the 13th ACM Workshop on Artificial Intelligence and Security 2020 
* The 27th ACM Conference on Computer and Communications Security (CCS) Workshop, AISec 2020 

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DeepMnemonic: Password Mnemonic Generation via Deep Attentive Encoder-Decoder Model


Jun 24, 2020
Yao Cheng, Chang Xu, Zhen Hai, Yingjiu Li

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* Published in IEEE Transactions on Dependable and Secure Computing (TDSC) 

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