Dr. Liehuang Zhu
Professor, PhD supervisor
University email: liehuangz@bit.edu.cn
Education
2004 PhD in Computer Science and Technology, Beijing Institute of Technology, China
2001 Master in Computer Applications, Wuhan University, China
1998 Bachelor of Water Resources Planning and Utilization, Wuhan University of Hydraulic and Electrical Engineering, China
Currently
Part-time doctoral supervisor at the Faculty of Data Science, City University of Macau
Research direction
Data security and privacy protection, Blockchain technology and applications, Artificial intelligence security
Research and publication
Books
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Chuan Zhang, Tong Wu, Youqi Li, Liehuang Zhu(2023). Privacy-Preserving in Mobile Crowdsensing. Berlin : Springer.
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Liehuang Zhu, Keke Gai, Meng Li(2019). Blockchain Technology in Internet of Things. Berlin : Springer.
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Liehuang Zhu, Zijian Zhang, Chang Xu(2017). Secure and Privacy-Preserving Data Communication in Internet of Things. Berlin : Springer.
Refereed Journal and Conference Articles(2021-2024 selected)
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Meng Shen, Changyue Li, Qi Li, Hao Lu, Liehuang Zhu, Ke Xu. Transferability of White-box Perturbations: Query-Efficient Adversarial Attacks against Commercial DNN Services. USENIX Security Symposium, 2024.
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Meng Shen, Kexin Ji, Jinhe Wu, Qi Li, Xiangdong Kong, Ke Xu, Liehuang Zhu. Real-Time Website Fingerprinting Defense via Traffic Cluster Anonymization, 2024 IEEE Symposium on Security and Privacy (SP), 2024.
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Zhuo Chen, Liehuang Zhu, Peng Jiang, Jialing He, Zijian Zhang. A Generic Blockchain-based Steganography Framework with High Capacity via Reversible GAN, IEEE INFOCOM 2024-IEEE Conference on Computer Communications, 2024.
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Xiaofei Yue, Song Yang, Liehuang Zhu, Stojan Trajanovski, Xiaoming Fu. Demeter: Fine-grained Function Orchestration for Geo-distributed Serverless Analytics, IEEE INFOCOM 2024-IEEE Conference on Computer Communications, 2024.
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Zijian Zhang, Xuyang Liu, Meng Li, Hao Yin, Liehuang Zhu, Bakh Khoussainov, Keke Gai. HCA: Hashchain-Based Consensus Acceleration Via Re-Voting, IEEE Transactions on Dependable and Secure Computing, 2024.
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Peng Jiang, Qi Liu, Liehuang Zhu. Purified Authorization Service With Encrypted Message Moderation, IEEE Transactions on Information Forensics and Security, 2024.
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Peng Jiang, Jun Zhu, Liehuang Zhu. Balancing Privacy and Regulation of Cross-Chain Transaction Systems via SoK-Assisted Policy Enhancement, IEEE Transactions on Information Forensics and Security, 2024.
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Peng Jiang, Qi Liu, Liehuang Zhu. SanIdea: Exploiting Secure Blockchain-Based Access Control via Sanitizable Encryption, IEEE Transactions on Information Forensics and Security, 2024.
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Meng Shen, Kexin Ji, Zhenbo Gao, Qi Li, Liehuang Zhu, Ke Xu. Subverting Website Fingerprinting Defenses with Robust Traffic Representation. USENIX Security Symposium, 2023.
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Yumeng Xie, Qing Fan, Chuan Zhang, Tong Wu, Yuao Zhou, Debiao He, Liehuang Zhu. Accountable and Secure Threshold EdDSA Signature and Its Applications, IEEE Transactions on Information Forensics and Security, 2024.
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Liehuang Zhu, Qi Liu, Zhuo Chen, Can Zhang, Feng Gao, Zhongliang Yang. A Novel Covert Timing Channel Based on Bitcoin Messages. IEEE Transactions on Computers, 2023.
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Liehuang Zhu, Md. Monjurul Karim, Kashif Sharif, Chang Xu, Fan Li. Traffic Flow Optimization for UAVs in Multi-Layer Information-Centric Software-Defined FANET. IEEE Transactions on Vehicular Technology, 2023.
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Liehuang Zhu, Yumeng Xie, Yuao Zhou, Qing Fan, Chuan Zhang, Ximeng Liu. Enabling efficient and secure health data sharing for Healthcare IoT systems, Future Generation Computer Systems, 2023.
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Chuan Zhang, Chenfei Hu, Tong Wu, Liehuang Zhu, Ximeng Liu. Achieving Efficient and Privacy-Preserving Neural Network Training and Prediction in Cloud Environments, IEEE Transactions on Dependable and Secure Computing, 2023.
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Zijian Zhang, Xuyang Liu, Kaiyu Feng, Mingchao Wan, Meng Li, Jin Dong, Liehuang Zhu. Phantasm: Adaptive Scalable Mining Toward Stable BlockDAG, IEEE Transactions on Services Computing, 2023.
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Meng Li, Yifei Chen, Liehuang Zhu, Zijian Zhang, Jianbing Ni, Chhagan Lal, Mauro Conti. Astraea: Anonymous and Secure Auditing Based on Private Smart Contracts for Donation Systems, IEEE Transactions on Dependable and Secure Computing, 2022.
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Chuan Zhang, Liehuang Zhu, Chang Xu, Jianbing Ni, Cheng Huang, Xuemin Shen. Location Privacy-Preserving Task Recommendation With Geometric Range Query in Mobile Crowdsensing, IEEE Transactions on Mobile Computing, 2022.
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Chang Xu, Yayun Si, Liehuang Zhu, Chuan Zhang, Kashif Sharif, Huishu Wu. Dynamic Data Transaction in Crowdsensing Based on Multi-Armed Bandits and Shapley Value, IEEE Transactions on Sustainable Computing, 2022.
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Chang Xu, Yu Jia, Liehuang Zhu, Chuan Zhang, Guoxie Jin, Kashif Sharif. TDFL: Truth Discovery Based Byzantine Robust Federated Learning, IEEE Transactions on Parallel and Distributed Systems, 2022.
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Chuan Zhang, Mingyang Zhao, Liehuang Zhu, Tong Wu, Ximeng Liu. Enabling Efficient and Strong Privacy-Preserving Truth Discovery in Mobile Crowdsensing, IEEE Transactions on Information Forensics and Security, 2022.
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Meng Shen, Yiting Liu, Liehuang Zhu, Xiaojiang Du, Jiankun Hu. Fine-Grained Webpage Fingerprinting Using Only Packet Length Information of Encrypted Traffic, IEEE Transactions on Information Forensics and Security, 2021.
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Lei Xu, Ting Bao, Liehuang Zhu. Blockchain Empowered Differentially Private and Auditable Data Publishing in Industrial IoT, IEEE Transactions on Industrial Informatics, 2021.
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Meng Shen, Hao Yu, Liehuang Zhu, Ke Xu, Qi Li, Jiankun Hu. Effective and Robust Physical-World Attacks on Deep Learning Face Recognition Systems. IEEE Transactions on Information Forensics and Security, 2021
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Meng Shen, Jinpeng Zhang, Liehuang Zhu, Ke Xu, Xiaojiang Du. Accurate Decentralized Application Identification via Encrypted Traffic Analysis Using Graph Neural Networks, IEEE Transactions on Information Forensics and Security, 2021.
Academic awards
2024 Second prize of the Science and Technology Award of the China Command and Control Society
2023 Elsevier Highly Cited Researcher
2023 First prize of the Science and Technology Award of the Chinese Institute of Electronics
2023 EISA Best Paper Award (the 4th international Conference on Emerging Information Security and Applications)
2022 Top 2% of scientists worldwide
2022 Supervisor of Outstanding Doctoral Dissertation Award of Beijing
2022 IEEE EUC Best Paper Award (the 20th IEEE International Conference on Embedded and Ubiquitous Computing)
2022 ICDIS Best Paper Award (the 4th IEEE International Conference on Data Intelligence and Security)
2021 China Institute of Electronics Outstanding Doctoral Dissertation Advisor Award
2020 Second Prize of Beijing Science and Technology Progress Award
Professional Affiliations
2024-present Director, Blockchain Committee, China Computer Federation
2021-present Director, Intelligent Information Network Committee, Chinese Association for Artificial Intelligence
2023-present Deputy Director, Data Security Committee, China Institute of Communications
2019-present Member, Education Steering Committee for Cyberspace Security, Ministry of Education
2021-present Deputy Secretary-General, Expert Committee for Promoting the Application of Commercial Cryptography, Ministry of Industry and Information Technology