张肖瑜，工学博士，华山准聘副教授，于2020年2月加入西安电子科技大学网络与信息安全学院。研究方向包括机器学习与数据安全。  

Journal & Conference Papers

• Xiaoyu Zhang, Xiaofeng Chen, Hongyang Yan, Yang Xiang. Privacy-preserving and Verifiable Online Crowdsourcing with Worker Updates.  Information Sciences, 2020 (Accepted).

• Xiaoyu Zhang, Xiaofeng Chen, Joseph K. Liu, Yang Xiang. DeepPAR and Deep-DPA: Privacy-Preserving and Asynchronous Deep Learning for Industrial IoT. IEEE Transactions on Industrial Informatics, 2019, 16(3): 2081-2090.

• Xiaoyu Zhang, Tao Jiang, Kuan-Ching Li, Aniello Castiglione, Xiaofeng Chen. New Publicly Verifiable Computation for Batch Matrix Multiplication. Information Sciences, 2019, 479: 664-678.

• Xiaoyu Zhang, Xiaofeng Chen, Jianfeng Wang, Zhihui Zhan, Jin Li. Verifiable Privacy-preserving Single-layer Perceptron Training Scheme in Cloud Computing. Soft Computing, 2018, 22(23): 7719-7732.

• Xiaoyu Zhang, Tao Jiang, Kuan-Ching Li, Xiaofeng Chen. New Publicly Verifiable Computation for Batch Matrix Multiplication. International Conference on Green, Pervasive, and Cloud Computing, LNCS, Vol. 10232, Springer, 2017, 53-65. 

• Xu Ma, Xiaofeng Chen, Xiaoyu Zhang. Non-interactive Privacy-preserving Neural Network Prediction, Information Sciences, 2019, 481: 507-519.

• Xu Ma, Cunmei Ji, Xiaoyu Zhang, Jianfeng Wang, Jin Li and Kuan-Ching Li, Xiaofeng Chen. Secure multiparty learning from the aggregation of locally trained models. Journal of Network and Computer Applications, 2020, 167: 102754.

• Haoran Yuan, Xiaofeng Chen, Tao Jiang, Xiaoyu Zhang, Zheng Yan, Yang Xiang. Secure and Scalable Data Deduplication with Dynamic User Management, Information Sciences, 2018, 456: 159-173.

• Jingjing Wang, Xiaoyu Zhang, Xiaoling Tao, Jianfeng Wang. EPSLP: Efficient and Privacy-preserving Single-layer Perceptron Learning in Cloud Computing. Journal of High Speed Networks, 2018, 24(3): 259-279.

• Xu Ma, Cunmei Ji, Xiaoyu Zhang, Jianfeng Wang, Jin Li and Kuan-Ching Li. Secure Multiparty Learning from Aggregation of Locally Trained Models. The Second International Conference on Machine Learning for Cyber Security, LNCS, Vol. 11806, Springer, 2019, 173-182.

• Wang lulu, Xiaoyu Zhang, Yi Xie, Xu Ma, Meixia Miao, A High-recall Membership Inference Attack Based on Condence-thresholding Method with Relaxed Assumption, The Third International Conference on Machine Learning for Cyber Security, 2020 (Accepted).

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