Zhao Yang

Lab Position: Ph.D. Student

Email: s180049@e.ntu.edu.sg

Office: Computer Networks and Communications Lab

Research Topic: Federated Learning, Optimization, Security/Privacy

Brief Biography:

Yang Zhao is a Ph.D candidate at School of Computer Science and Engineering (SCSE), Nanyang Technological University, Singapore. She received her master (2015) degree in Electrical Engineering from National University of Singapore.

Education:
2018 - Present: PhD, School of Computer Science and Engineering (SCSE), Nanyang Technological University, Singapore
2014 - 2015: MSc, School of Engineering, National University of Singapore

Publications:

[1]. Yang Zhao, Jun Zhao, Mengmeng Yang, Teng Wang, Ning Wang, Lingjuan Lyu, Dusit Niyato, and Kwok-Yan Lam, “Local Differential Privacy based Federated Learning for Internet of Things”, IEEE Internet of Things Journal (IoTJ), 2020.
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[2]. Yang Zhao, Jun Zhao, Linshan Jiang, Rui Tan, Dusit Niyato, Zengxiang Li, Lingjuan Lyu, and Yingbo Liu, “Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices”, IEEE Internet of Things Journal (IoTJ), 2020.
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[3]. Yang Zhao, Jun Zhao, Jiawen Kang, Zehang Zhang, Dusit Niyato, Shuyu Shi, “A Blockchain-Based Approach for Saving and Tracking Differential-Privacy Cost”, IEEE Internet of Things Journal (IoTJ), 2020.
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[4]. Yang Zhao, Jun Zhao, Wenchao Zhai, Sumei Sun, Dusit Niyato and Kwok-Yan Lam, “A Survey of 6G Wireless Communications: Emerging Technologies”, Future of Information and Communication Conference (FICC) 2020.
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[5]. Hans Albert Lianto, Yang Zhao, Jun Zhao, “Attacks to Federated Learning: Responsive Web User Interface to Recover Training Data from User Gradients”, ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS) 2020.
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[6]. Leong Mei Han, Yang Zhao, Jun Zhao, “Blockchain-Based Differential Privacy Cost Management System”, ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS) 2020.
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[7]. Wubing Chen, Xian Shi, Zhiying Xu, Shuyu Shi, Yang Zhao, and Jun Zhao "A Survey of Blockchain Applications in Different Domains", International Conference on Blockchain Technology and Application, 2018.
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[8]. Yang Zhao, Wenchao Zhai, Jun Zhao, Tinghao Zhang, Sumei Sun, Dusit Niyato and Kwok-Yan Lam "A Comprehensive Survey of 6G Wireless Communications".
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