学习经历

• 2007.9-2011.7，浙江大学，信息工程专业，学士

• 2011.7-2012.8，澳大利亚新南威尔士大学，电气工程，硕士

• 2017.2-2020.6，浙江大学，控制科学与工程，博士

工作经历

• 2012-2016，美国亚利桑那州立大学，研究助理

• 2020-2023，阿里巴巴达摩院决策智能实验室，高级算法工程师

• 2023-至今，北京航空航天大学，网络空间安全学院，副教授

研究领域

• 空天地一体化网络安全

• 隐私保护

• 对抗博弈

荣誉及奖励

• 2020年获ACM中国（杭州区）优博奖（评选3名）

• 2019年获浙江大学唐立新博士奖学金

教学及科研成果

期刊论文

1. M. Zhang, L. Yang, S. He, M. Li, J. Zhang, “Privacy-Preserving Data Aggregation for Mobile Crowdsensing with Externality: An Auction Approach”, IEEE/ACM Transactions on Networking, Vol.29, No.3, p1046-1059, June 2021.

2. M. Zhang, J. Chen, S. He, L. Yang, X. Gong, J. Zhang, “Privacy-Preserving Database Assisted Spectrum Access for Industrial Internet of Things: A Distributed Learning Approach”, IEEE Transactions on Industrial Electronics, Vol.67, No.8, p7094-7103, Aug. 2020.

3. M. Zhang, S. He, C. Yang, J. Chen, J. Zhang, “VANET-Assisted Interference Mitigation for Millimeter-Wave Automotive Radar Sensors”, IEEE Network, Vol.34, No.2, p238-245, Apr. 2020.

4. M. Zhang, J. Chen, L. Yang, J. Zhang, “Dynamic Pricing for Privacy-Preserving Mobile Crowdsensing: A Reinforcement Learning Approach”, IEEE Network, Vol.33, No.2, p160-165, Apr. 2019.

5. M. Zhang, L. Yang, X. Gong, S. He, J. Zhang, “Wireless Service Pricing Competition Under Network Effect, Congestion Effect, and Bounded Rationality”, IEEE Transactions on Vehicular Technology, Vol.67, No.8, p7497-7507, Aug. 2018.

6. X. Gong, X. Chen, K. Xing, D. Shin, M. Zhang, J. Zhang, “From Social Group Utility Maximization to Personalized Location Privacy in Mobile Networks”, IEEE/ACM Transactions on Networking, Vol.25, No.3, p1703-1716, June 2017.

会议论文

1. L. Yang, M. Zhang, S. He, J. Zhang, “Crowd-Empowered Privacy-Preserving Data Aggregation for Mobile Crowdsensing”, ACM MobiHoc, 2018.

2. M. Zhang, L. Yang, X. Gong, J. Zhang, “Impact of Network Effect and Congestion Effect on Price Competition among Wireless Service Providers”, IEEE CISS, 2016.

3. M. Zhang, L. Yang, X. Gong, J. Zhang, “Privacy-Preserving Crowdsensing: Privacy Valuation, Network Effect, and Profit Maximization”, IEEE GLOBECOM, 2016.

4. M. Zhang, L. Yang, D. Shin, X. Gong, J. Zhang, “Privacy-Preserving Database Assisted Spectrum Access: A Socially-Aware Distributed Learning Approach”, IEEE GLOBECOM, 2015.

5. X. Gong, X. Chen, K. Xing, M. Zhang, J. Zhang, “Personalized Location Privacy in Mobile Networks: A Social Group Utility Approach”, IEEE INFOCOM, 2015.

6. M. Zhang, X. Chen, J. Zhang, “Social-aware Relay Selection for Cooperative Networking: An Optimal Stopping Approach”, IEEE ICC, 2014.

专利

1. 张梦源，沈洋斌，王孟昌，印卧涛，“云端调参系统、调参方法及调参系统”，国家发明专利，已授权,专利号：ZL202310126889.7

学术与社会服务

1. 长期担任相关领域期刊和会议审稿人，包括IEEE TWC、IEEE TMC、IEEE TVT、IEEE TII、IEEE TIOT、IEEE INFOCOM、IEEE GLOBECOM、IEEE MobiSys等。