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硕士生导师

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张川(Zhang Chuan)  

特别副研究员,硕士生导师


出生年月:1991年8月

电子邮件:chuanz@bit.edu.cn

办公地点:中心教学楼503




所在学科

网络空间安全


研究方向

密码学、信息安全、群智感知、机器学习、区块链


个人简历

2021/07 – 至今 北京理工大学,网络空间安全学院,特别副研究员

2015/09-2021/06 北京理工大学,计算机学院, 工学博士

2019/09-2020/09 加拿大滑铁卢大学,BBCR实验室,联合培养博士

2011/09-2015/06 大连理工大学,软件学院,工学学士


代表性论著

代表性论文:

个人主页:https://chuanz1.github.io/ChuanZhang_CV/

[1] Dian Lei, Jinwen Liang, Chuan Zhang*, Ximeng Liu, Daojing He, Liehuang Zhu, Song Guo, "Publicly Verifiable and Secure SVM Classification for Cloud-Based Health Monitoring Services", IEEE Internet of Things Journal, 2023, to appear.(Q1)

[2]Weiting Zhang, Ruibin Guo, Dong Yang, Chuan Zhang, "DetCNCS: Deterministic Computing and Networking Convergence Scheduling", Proceedings of the ACM Turing Award Celebration Conference-China 2023, 2023:59-60. (Best Poster Award)

[3] Chuan Zhang, Xingqi Luo, Jinwen Liang, Ximeng Liu, Liehuang Zhu, Song Guo, "POTA: Privacy-Preserving Online Multi-Task Assignment with Path Planning", IEEE Transactions on Mobile Computing, DOI: 10.1109/TMC.2023.3315324, September 2023. (Q1, CCF A)

[4] Chuan Zhang, Chenfei Hu, Weiting Zhang, Haotian Liang, Dian Lei, Liehuang Zhu, "Security, Privacy, and Reliability in Ubiquitous Intelligence Empowered Internet of Vehicles", IEEE Internet of Things Magazine, 6(3):92-96, 2023.

[5] 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, 149:304-316, 2023. (Q1, SCI一区)

[6] Dong Yang, Weiting Zhang, Qiang Ye, Chuan Zhang, Ning Zhang, Chuan Huang, Hongke Zhang, Xuemin Shen, "DetFed: Dynamic Resource Scheduling for Deterministic Federated Learning over Time-sensitive Networks", IEEE Transactions on Mobile Computing, DOI:10.1109/TMC.2023.3303017, 2023. (Q1, CCF A)

[7] Haotian Liang, Youqi Li, Chuan Zhang*, Ximeng Liu, Liehuang Zhu, "EGIA: An External Gradient Inversion Attack in Federated Learning", IEEE Transactions on Information Forensics and Security, 18:4984 - 4995, 2023. (Q1, CCF A)

[8] Hanqi Zhang, Chang Xu, Rongxing Lu, Liehuang Zhu, Chuan Zhang, Yunguo Guan, "Non-interactive Multi-client Searchable Symmetric Encryption with Small Client Storage", IEEE Transactions on Services Computing, DOI: 10.1109/TSC.2023.3301712, 2023. (Q1, CCF A)

[9] Chenfei Hu, Chuan Zhang*, Dian Lei, Tong Wu, Ximeng Liu, Liehuang Zhu, "Achieving Privacy-Preserving and Verifiable Support Vector Machine Training in the Cloud", IEEE Transactions on Information Forensics and Security, 18:3476-3491, 2023. (Q1, CCF A)

[10] Weiting Zhang, Haotian Liang, Yuhua Xu, Chuan Zhang*, "Reliable and Privacy-Preserving Federated Learning with Anomalous Users", ZTE Communications, 21(1):15-24, 2023.

[11] Chuan Zhang, Xingqi Luo, Qing Fan, Tong Wu, Liehuang Zhu, "Enabling privacy-preserving multi-server collaborative search in smart healthcare", Future Generation Computer Systems, 143:265-276, 2023. (Q1, SCI一区)

[12] Chuan Zhang, Haotian Liang, Youqi Li, Tong Wu, Liehuang Zhu, Weiting Zhang, "Stealing Secrecy from Outside: A Novel Gradient Inversion Attack in Federated Learning", 2022 IEEE 28th International Conference on Parallel and Distributed Systems (ICPADS), 282-288, 2022. (CCF C)

[13] Chuan Zhang, Mingyang Zhao, Tong Wu, Weiting Zhang, Qing Fan, Liehuang Zhu, "Towards Secure Bilateral Friend Query with Conjunctive Policy Matching in Social Networks", 2022 IEEE 20th International Conference on Embedded and Ubiquitous Computing (EUC), 98-105, 2022.

[14] Yanwei Li, Mingyang Zhao, Zihan Li, Weiting Zhang, Jinyang Dong, Tong Wu, Chuan Zhang, Liehuang Zhu, "Achieving a blockchain-based privacy-preserving quality-aware knowledge marketplace in crowdsensing", 2022 IEEE 20th International Conference on Embedded and Ubiquitous Computing (EUC), 90-97, 2022. (Outstanding Paper Award)

[15] Zihan Li, Mingyang Zhao, Guanyu Chen, Chuan Zhang*, Tong Wu, Liehuang Zhu, "Towards Efficient and Privacy-Preserving Versatile Task Allocation for Internet of Vehicles", IEEE Open Journal of the Computer Society, 3:295-303, 2022.

[16] Tong Wu, Weijie Wang, Chuan Zhang*, Weiting Zhang, Liehuang Zhu, Keke Gai, Haotian Wang, "Blockchain-Based Anonymous Data Sharing With Accountability for Internet of Things", IEEE Internet of Things Journal, 10(6):5461-5475, 2022. (SCI一区)

[17] Chuan Zhang, Mingyang Zhao, Liehuang Zhu, Weiting Zhang, Tong Wu, Jianbing Ni, "FRUIT: A blockchain-based efficient and privacy-preserving quality-aware incentive scheme", IEEE Journal on Selected Areas in Communications, 40(12):3343-3357, 2022. (CCF A)

[18] 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, 20(5):4245-4257, 2022. (CCF A)

[19] 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, 17:3569-3581, 2022. (CCF A)

[20] Chuan Zhang, Chenfei Hu, Mingyang Zhao, Yulin Wu, Tong Wu, "Achieving Efficient and Privacy-Preserving Arbitrary Geographic Range Query for Cloud", 2022 4th International Conference on Data Intelligence and Security (ICDIS), 142-147, 2022. (Best Paper Award)

[21] Liehuang Zhu, Chuan Zhang*, Chang Xu, Wei Wang, Xiaojiang Du, Mohsen Guizani, Kashif Sharif, "Disease Prediction in Edge Computing: A Privacy-Preserving Technique for PHI Collection and Analysis", IEEE Network, 36(6):6-11, 2022. (SCI一区)

[22] Chuan Zhang, Mingyang Zhao, Yuhua Xu, Tong Wu, Yanwei Li, Liehuang Zhu, Haotian Wang, "Achieving fuzzy matching data sharing for secure cloud-edge communication", China Communications, 19(7):257-276, 2022.

[23] 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, 21(12):4410-4425, 2022. (CCF A)

[24] Chuan Zhang, Liehuang Zhu, Chang Xu, Kashif Sharif, Kai Ding, Ximeng Liu, Xiaojiang Du, Mohsen Guizani, "TPPR: A trust-based and privacy-preserving platoon recommendation scheme in VANET", IEEE Transactions on Services Computing, 15(2):806-818, 2022. (CCF A)

[25] Chuan Zhang, Liehuang Zhu, Chang Xu, Ximeng Liu, Kashif Sharif, "Reliable and privacy-preserving truth discovery for mobile crowdsensing systems", IEEE Transactions on Dependable and Secure Computing, 18(3):1245-1260, 2021. (CCF A)


研究成果

作为负责人主持国家自然科学基金青年项目、博士后特别资助项目(站前)、北京理工大学研究生科技创新项目、北京理工大学优秀博士学位论文育苗项目等科研项目;作为项目骨干参与了包括国家重点研发计划、国家科学基金重点项目等在内的多项国家及省部级科研项目;在IEEE JSAC、IEEE TDSC、IEEE TMCIEEE TSC、IEEE IoTJ等国际学术期刊及会议上发表学术论文50余篇;担任多个国际学术会议的技术委员会委员;担任包括TDSC、TII、TWC等多个国际期刊的审稿人。


2021年指导学生获得中国国际“互联网+”大学生创新创业大赛北京赛区复赛产业命题赛道三等奖;2022年指导学生获得“青创北京”“挑战杯”首都大学生创新创业竞赛北京市金奖、指导团队获北京大学生创新创业“百强创业团队”、指导团队获北京大学生创新创业“百粒‘金种子’项目”等。


主持课题

1. 国家自然科学基金青年项目,面向移动群智感知的隐私保护任务推荐机制研究,2023.01-2025.12,负责人

2. 博士后特别资助项目(站前), 面向移动群智感知的隐私保护用户选择机制研究,2021.7-2023.7, 负责人

3. 北京理工大学优秀博士学位论文育苗项目,车辆群智感知中的用户隐私保护研究,2020.6-2021.6,负责人

4. 北京理工大学研究生科技创新项目,群智感知中高效安全真值发现技术研究,2018.6-2019.6,负责人

5. 国家重点研发计划课题,天地一体化网络实体认证与接入防护关键技术及系统(项目编号:2016YFB0800301),2016.07-2019.06,参与

6. 国家自然科学基金重点项目,基于区块链的数据隐蔽传输机制研究(项目编号:U1836212),2019.01-2022.12,参与

7. 国家自然科学基金项目,群智感知环境下的隐私保护关键技术研究(项目编号:61972037),2020.01-2023.12,参与


获奖荣誉

2021年度中国电子学会优秀博士学位论文

2021年度北京理工大学优秀博士学位论文

北京理工大学计算机学院学术论坛一等奖(2018年、2020年)

北京理工大学优秀学术成果奖


学术兼职

Cancer Innovation期刊青年编委

VTC 2020 Fall和VTC 2021 Spring等国际学术会议的技术委员会委员