万志国教授照片
万志国
Zhiguo Wan, Ph.D.
教授 · 博士生导师 · PI
杭州师范大学 数学学院
地址 浙江省杭州市 311121
数学学院

万志国，杭州师范大学数学学院教授、博士生导师，本科毕业于清华大学，博士毕业于新加坡国立大学。中国计算机学会（CCF）高级会员、IEEE高级会员、CCF区块链专业委员会委员。主要研究方向为应用密码学、信息安全与隐私保护，在零知识证明、区块链隐私与监管、联邦学习安全等方向取得了系列重要成果。

作为项目负责人，主持国家自然科学基金项目4项，以及山东省自然科学基金重大基础研究项目、之江实验室重大研究项目、教育部留学回国人员基金项目等多项省部级及横向项目；作为骨干成员参与国家自然科学基金重点项目、科技部重点研发计划项目。

已发表学术论文逾100篇，发表于 ACM CCS、Eurocrypt、USENIX Security、IEEE INFOCOM、IEEE TDSC、IEEE TIFS 等 CCF A 类顶级学术会议与期刊。申请专利30余项，授权国家发明专利10余项、美国发明专利1项。出版专著《智能计算》，荣获2022年度浙江省科技进步二等奖。现任 IEEE Transactions on Dependable and Secure Computing（TDSC，CCF A类）及 IEEE Open Journal of the Communications Society 编委（Associate Editor）。

研究方向
应用密码学 信息安全 隐私保护 区块链 零知识证明
Google Scholar Publications CV

最新动态 News

主持科研项目 Research Projects

1
之江实验室 面向广域协同智能计算的可信关键技术研究
揭榜挂帅项目 · 编号 2022PD0AC01
2022–2023
2
省基金 区块链安全与隐私关键技术
山东省自然科学基金重大基础研究项目 · 编号 ZR2020ZD01
2021–2023
3
国家自然科学基金 异构多链系统的隐私保护与监管研究
面上项目 · 编号 62272425
2023–2026
4
国家自然科学基金 面向大规模物联网系统的分层区块链架构与安全
面上项目 · 编号 61972229
2020–2023
5
国家自然科学基金 基于压缩网络编码的无线传感器网络安全与隐私
面上项目 · 编号 61370027
2014–2017
6
国家自然科学基金 基于网络编码的无线传感器网络隐私保护
青年项目 · 编号 61003223
2011–2013
7
之江实验室 区块链隐私与监管技术
PI 启动项目 · 编号 2021PI2104
2021–2022
8
省基金 区块链智能合约的安全与隐私保护
山东省自然科学基金
2019–2021
9
产学研 面向物联网的高可扩展区块链设计与实现
华为创新研究项目
2018
10
校级 面向智能电网中的多微电网的安全可扩展区块链
山东大学跨学科研究项目
2018–2020
11
国家自然科学基金 MCMR 无线网络的网络容量最大化（共同负责人）
编号 61128005
2012–2013
12
国家实验室 智能电网高级量测基础设施的关键管理机制
清华大学国家实验室 / 国家重点实验室
2013–2014
13
国际合作 在线社交网络的隐私保护
清华–鲁汶大学双边合作项目
2011–2013
14
启动项目 无线网络的隐私保护
海外归国学者启动项目
2010–2012

荣誉与奖励 Awards & Honors

▸ 科技奖励
🏆
浙江省科技进步二等奖（排名第二）
《聚合异构算力的智能计算系统》，2022 年度
▸ 最佳论文奖
📄
IEEE 杰出论文奖（IEEE TrustCom 2022）
An Efficient and Secure Scheme of Verifiable Computation for Intel SGX
📄
最佳论文奖（Elsevier High-Confidence Computing, 2022）
When blockchain meets smart grids: A comprehensive survey

学术服务 Professional Activities

▸ 期刊编委（Associate Editor）
IEEE Transactions on Dependable and Secure Computing (TDSC)，CCF A 类期刊，编委
IEEE Open Journal of the Communications Society (OJ-COMS)，编委
▸ 程序委员会成员（TPC Member）
  • IEEE 国际计算机通信会议 INFOCOM2016–2026
  • AAAI Conference on Artificial Intelligence AAAI2026
  • IEEE 国际通信会议 ICC2009–2014
  • IEEE 国际计算机通信网络会议 ICCCN2008–2010
  • 国际并行与分布式系统会议 ICPADS2009
  • IEEE 全球通信会议 GlobeCom2010–2013
  • 信息安全实践与经验会议 ISPEC2010–2011

研究成果 Publications

▸ 专著
📘
《智能计算》
朱世强、万志国 著
浙江大学出版社，2022 年 11 月 · ISBN: 978-7-308-22904-3
▸ 学术论文
  1. Y. Zhao, Z. Guan, Zhiguo Wan et al., "ClusterGuard: Secure Clustered Aggregation for Federated Learning with Robustness." IEEE Transactions on Dependable and Secure ComputingTDSC · CCF A 2026
  2. H. Gao, Q. Wu, B. Qin, F. Wu, Z. Ding, and Zhiguo Wan, "Spectra: Interval-Agnostic Vector Range Argument for Unstructured Range Assertions." EurocryptEurocrypt · CCF A 2026
  3. R. Gao, H. Wang, Zhiguo Wan, and Y. Hu, "Distributed Vector Commitments and Their Applications." USENIX SecurityUSENIX Sec. · CCF A 2026
  4. C. Chen, G. Yang, H. Zhou, H. Xiong, X. Ben, and Zhiguo Wan, "FusionMSM: A Collision-Free and Arithmetic-Optimized FPGA-based Accelerator for Multi-Scalar Multiplication." CHESCHES 2025
  5. Z. Guan, Y. Zhao, Zhiguo Wan*, and J. Han, "OPSA: Efficient and Verifiable One-Pass Secure Aggregation with TEE for Federated Learning." IEEE Transactions on Dependable and Secure ComputingTDSC · CCF A 2025
  6. T. Zhaolu, Zhiguo Wan*, and H. Wang, "Post-Quantum Rollup: Falcon Signature Aggregation Based on SNARG with Enhanced Gates." IEEE Transactions on Information Forensics and SecurityTIFS · CCF A 2025
  7. Z. Guan, Y. Zhao, Zhiguo Wan*, and W. Wang, "Input Integrity and Authentic Results: Towards Trustworthy Aggregation in Federated Learning." IEEE INFOCOMINFOCOM · CCF A 2025
  8. L. Yang, X. Dong, Zhiguo Wan, et al., "AsyncSC: An Asynchronous Sidechain for Multi-Domain Data Exchange in Internet of Things." IEEE INFOCOMINFOCOM · CCF A 2025
  9. W. Li, Z. Zhang, Y. Guo, S. S. M. Chow, Zhiguo Wan, "Succinct Hash-Based Arbitrary-Range Proofs." IEEE Transactions on Information Forensics and Security, vol. 20, pp. 145–158.TIFS · CCF A 2025
  10. Z. Guan, Y. Zhao, L. Yang, Zhiguo Wan*, and J. Han, "Communication-efficient Verifiable and Oblivious Aggregation with Client Dropouts." ICASSPICASSP 2025
  11. R. Gao, Zhiguo Wan*, Y. Hu*, and H. Wang*, "A Succinct Range Proof for Polynomial-based Vector Commitment." ACM CCS, pp. 3125–3166.ACM CCS · CCF A 2024
  12. Y. Hao, X. Chen, X. Lyu, et al., Zhiguo Wan, "Not One Less: Exploring Interplay between User Profiles and Items in Untargeted Attacks against Federated Recommendation." ACM CCS, pp. 2889–2903.ACM CCS · CCF A 2024
  13. P. Zhao and Zhiguo Wan*, "Robust Nonparametric Regression under Poisoning Attack." AAAI, pp. 17007–17015.AAAI · CCF A 2024
  14. P. Zhao, F. Yu, and Zhiguo Wan*, "A Huber Loss Minimization Approach to Byzantine Robust Federated Learning." AAAI, pp. 21806–21814.AAAI · CCF A 2024
  15. T. Zhaolu, Zhiguo Wan*, and H. Wang*, "Division of Regulatory Power: Collaborative Regulation for Privacy-Preserving Blockchains." IEEE Transactions on Information Forensics and Security.TIFS · CCF A 2024
  16. A. Zhang, W. Jia, Zhiguo Wan, W. Hua, and Z. Zhao, "Virtual Lighting Environment and Real Human Fusion Based on Multiview Videos." Information Fusion (中科院一区, IF: 18.6).Information Fusion 2024
  17. S. Yuan, B. Cao, Y. Sun, Zhiguo Wan, and M. Peng, "Secure and Efficient Federated Learning through Layering and Sharding Blockchain." IEEE Transactions on Network Science and Engineering (IF: 6.6).TNSE 2024
  18. Zhiguo Wan*, Y. Zhou and K. Ren, "zk-AuthFeed: Protecting Data Feed to Smart Contracts with Authenticated Zero Knowledge Proof." IEEE Transactions on Dependable and Secure Computing.TDSC · CCF A 2023
  19. Zhiguo Wan, W. Liu, and H. Cui*, "HIBEChain: A Hierarchical Identity-based Blockchain System for Large-Scale IoT." IEEE Transactions on Dependable and Secure Computing.TDSC · CCF A 2023
  20. W. Liu, Zhiguo Wan*, J. Shao, and Y. Yu, "HyperMaze: Towards Privacy-Preserving and Scalable Permissioned Blockchain." IEEE Transactions on Dependable and Secure Computing.TDSC · CCF A 2023
  21. H. Cui, Zhiguo Wan*, R. Gao, and H. Wang, "Outsourced Privately Verifiable Proofs of Retrievability via Blockchain." IEEE Transactions on Dependable and Secure Computing.TDSC · CCF A 2023
  22. H. Wang, Zhiguo Wan*, D. He, and J. Yu, "Synchronous Blockchain-Based Distributed Provable Data Possession with Forward-Security." IEEE Transactions on Services Computing.TSC · CCF A 2023
  23. X. Zheng, C. Tang, Zhiguo Wan, et al., "Multi-level Confidence Learning for Trustworthy Multimodal Classification." AAAI, vol. 37, no. 9.AAAI · CCF A 2023
  24. M. Yang, H. Wang, and Zhiguo Wan, "PUL-ABE: An Efficient and Quantum-resistant CP-ABE with Policy Update in Cloud Storage." IEEE Transactions on Services Computing.TSC · CCF A 2023
  25. J. Han, B. Cheng, Zhiguo Wan, and W. Lu, "Towards Hard Few-Shot Relation Classification." IEEE Transactions on Knowledge and Data Engineering.TKDE · CCF A 2023
  26. G. Gong, Z. Shen, et al., Zhiguo Wan, and J. Shu, "Optimal Rack-Coordinated Updates in Erasure-Coded Data Centers." IEEE Transactions on Computers.TC · CCF A 2023
  27. D. Liu, Z. Yan, W. Ding, Y. Cai, Y. Chen, and Zhiguo Wan, "ESMAC: Efficient and Secure Multi-owner Access Control with TEE in Multi-level Data Processing." IEEE Transactions on Dependable and Secure Computing, vol. 20, no. 5.TDSC · CCF A 2023
  28. Zhiguo Wan*, T. Zhang, W. Liu, M. Wang, and L. Zhu, "Decentralized Privacy-Preserving Fair Exchange Scheme for V2G Based on Blockchain." IEEE Transactions on Dependable and Secure Computing.TDSC · CCF A 2022
  29. Z. Guan, Zhiguo Wan*, Y. Yang, Y. Zhou, and B. Huang, "BlockMaze: An Efficient Privacy-Preserving Account-Model Blockchain Based on zk-SNARKs." IEEE Transactions on Dependable and Secure Computing.TDSC · CCF A 2022
  30. Y. Guo, Zhiguo Wan*, H. Cui, X. Cheng, and F. Dressler, "Vehicloak: A Blockchain-enabled Privacy-Preserving Payment Scheme for Location-Based Vehicular Services." IEEE Transactions on Mobile Computing, 22(11): 6830–6842.TMC · CCF A 2022
  31. T. Li, Y. Fang, Y. Lu, J. Yang, Z. Jian, Zhiguo Wan, and Y. Li, "SmartVM: A Smart Contract Virtual Machine for Fast on-Chain DNN Computations." IEEE Transactions on Parallel and Distributed Systems.TPDS · CCF A 2022
  32. Y. Yang, Z. Guan, Zhiguo Wan*, J. Weng, H. H. Pang and R. Deng, "PriScore: Blockchain-based Self-tallying Election System Supporting Score Voting." IEEE Transactions on Information Forensics and Security, vol. 16, pp. 4705–4720.TIFS · CCF A 2021
  33. H. Cui, Zhiguo Wan*, X. Wei, S. Nepal and X. Yi, "Pay as You Decrypt: Decryption Outsourcing for Functional Encryption Using Blockchain." IEEE Transactions on Information Forensics and Security, vol. 15.TIFS · CCF A 2020
  34. Zhiguo Wan*, Y. Zhou and K. Ren, "zk-AuthFeed: Protecting Data Feed to Smart Contracts with Authenticated Zero Knowledge Proof." IEEE Transactions on Dependable and Secure Computing.TDSC · CCF A 2023
  35. Zhiguo Wan* and Robert H. Deng, "VPSearch: Achieving Verifiability for Privacy-Preserving Multi-Keyword Search over Encrypted Cloud Data." IEEE Transactions on Dependable and Secure Computing.TDSC · CCF A 2018
  36. H. Cui, Zhiguo Wan, R. Deng, G. Wang, Y. Li, "Efficient and Expressive Keyword Search over Encrypted Data in the Cloud." IEEE Transactions on Dependable and Secure Computing, vol. 15, no. 3, pp. 409–422.TDSC · CCF A 2018
  37. Y. Jia, Y. Xiao, J. Yu, X. Cheng, Z. Liang and Zhiguo Wan, "A Novel Graph-based Mechanism for Identifying Traffic Vulnerabilities in Smart Home IoT." IEEE INFOCOM.INFOCOM · CCF A 2018
  38. H. Ma, R. Zhang, Zhiguo Wan, Y. Lu, and S. Lin, "Verifiable and Exculpable Outsourced Attribute-Based Encryption for Access Control in Cloud Computing." IEEE Transactions on Dependable and Secure Computing, vol. 14, no. 6, pp. 679–692.TDSC · CCF A 2017
  39. Zhiguo Wan*, Guilin Wang, Yanjiang Yang, and Shenxing Shi, "SKM: Scalable Key Management for Advanced Metering Infrastructure in Smart Grids." IEEE Transactions on Industrial Electronics, vol. 61, no. 12, pp. 7055–7066.TIE 2014
  40. P.-J. Wan, Z. Wang, L. Wang, Zhiguo Wan, S. Ji, "From Least Interference-Cost Paths to Maximum (Concurrent) Multiflow in MC-MR Wireless Networks." IEEE INFOCOM, pp. 334–342.INFOCOM · CCF A 2014
  41. P.-J. Wan, Zhiguo Wan, Z. Wang, et al., "Stability Analyses of Static Greedy Link Schedulings in MC-MR Wireless Networks." IEEE INFOCOM.INFOCOM · CCF A 2013
  42. K. Xing, Zhiguo Wan, P. Hu, H. Zhu, et al., "Mutual Privacy-Preserving Regression Modeling in Participatory Sensing." IEEE INFOCOM.INFOCOM · CCF A 2013
  43. T. Jung, X.-Y. Li, Zhiguo Wan, M. Wan, "Privacy Preserving Cloud Data Access With Multi-Authorities." IEEE INFOCOM.INFOCOM · CCF A 2013
  44. P.-J. Wan, X. Jia, G.-J. Dai, H. Du, Zhiguo Wan, O. Frieder, "Scalable Algorithms for Wireless Link Schedulings in Multi-Channel Multi-Radio Wireless Networks." IEEE INFOCOM.INFOCOM · CCF A 2013
  45. Zhiguo Wan, K. Xing, Y. Liu, "Priv-Code: Preserving Privacy Against Traffic Analysis through Network Coding for Multihop Wireless Networks." IEEE INFOCOM, pp. 73–81.INFOCOM · CCF A 2012
  46. Zhiguo Wan*, Kui Ren, and Ming Gu, "USOR: An Unobservable Secure On-Demand Routing Protocol for Ad hoc Networks." IEEE Transactions on Wireless Communications, vol. 11, no. 5, pp. 1922–1932.TWC 2012
  47. Zhiguo Wan*, Jun'e Liu, and Robert Deng, "HASBE: A Hierarchical Attribute-Based Solution for Flexible and Scalable Access Control in Cloud Computing." IEEE Transactions on Information Forensics and Security, vol. 7, no. 2, pp. 743–754.TIFS · CCF A 2012
  48. Zhiguo Wan*, Kui Ren, Bo Zhu, Bart Preneel, Ming Gu, "Anonymous User Communication for Privacy Protection in Wireless Metropolitan Mesh Networks." IEEE Transactions on Vehicular Technology, vol. 59, no. 2, pp. 519–532.TVT 2010
  49. Zhiguo Wan*, Robert H. Deng, Feng Bao, Bart Preneel, "nPAKE+: A Tree-Based Group Password-Authenticated Key Exchange Protocol." Journal of Computer Science Technology, vol. 24, no. 1, pp. 138–151.JCST 2009
  50. Zhiguo Wan*, Robert H. Deng, Feng Bao, Akkihebbal L. Ananda, "Access Control Protocols with Two-layer Architecture for Wireless Networks." Computer Networks, vol. 51, no. 3, pp. 655–670.ComNet 2007
  51. Zhiguo Wan*, Feng Bao, Robert H. Deng, Akkihebbal L. Ananda, "Security Analysis on a Conference Scheme for Mobile Communications." IEEE Transactions on Wireless Communications, vol. 5, no. 6, pp. 1238–1240.TWC 2006
  52. K. Ren, T. Li, Zhiguo Wan, F. Bao, R. H. Deng and K. Kim, "Highly Reliable Trust Establishment Scheme in Mobile Ad hoc Networks." Computer Networks, vol. 45, no. 6, pp. 687–699.ComNet 2004

* 通讯作者。完整论文列表详见 Google Scholar。