姓 名:章静
职 称:教授
电子邮箱:jing165455@126.com
教育背景:
理学学士 (数学与应用数学), 福建师范大学, 中国, 2004;
理学硕士 (应用数学), 福建师范大学, 中国, 2007;
理学博士 (应用数学), 福建师范大学, 中国, 2015.
讲授课程:
离散数学、密码学与隐私保护技术、通信系统原理与安全等
研究领域:
人工智能、大数据安全及隐私保护等
科研项目(纵向、横向):
1.国家自然科学基金青年项目,位置社交网络中面向智能服务的隐私保护关键技术研究(项目编号:61902069),2020.1-2022.12,24万元,结题,主持。
2.福建省自然科学基金面上项目,基于位置轨迹的众包服务平台中兼顾智能及安全的隐私保护策略研究(项目编号:2021J011068),2021.11-2024.11,7万元,结题,主持。
3.福建省教育厅重点青年基金,,基于交叉超立方的网络拓扑控制与连通恢复技术研究(项目编号:JZ160461),2016.12-2019.11,10万,结题,主持。
代表性论文:
1.Ding He (学生), Jing Zhang , Li Xu, Yanhua Liu, Xiucai Ye, DRL-UPPS: User Trajectory Privacy Protection Strategy Based on Deep Reinforcement Learning in Mobile Crowdsensing, IEEE Transactions on Computational Social Systems,2025,(SCI 2区online)
2.Jing Zhang,Ding He, Xueqi Chen,Xiangxuan Zhong,Peiwei Tsai,LSTM-Oppurs: Opportunistic user recruitment strategy based on deep learning in mobile crowdsensing system,Future Generation Computer System, 162(2025)107490. (SCI 1区)
3.Yi-rui Huang(学生), Jing Zhang*, Hong-ming Hou, Xiu-cai Ye, Yi Chen. GeoPM-DMEIRL: A Deep Inverse Reinforcement Learning Security Trajectory Generation Framework with Serverless Computing. Future Generation Coputer System, 154 (2024) 123-139,2024. (SCI 1区)
4.JingZhang, YiruiHuang, QihanHuang, Yanzi Li, Xiucai Ye, Hasse Sensitivity Level: A Sensitivity-aware Trajectory Privacy-Enhanced Framework with Reinforcement Learning, Future Generation Computer Systems 142 (2023) 301-313 (SCI 1区)
5.JingZhang, QihanHuang, YiruiHuang, QianDing, Pei-WeiTsai, DP-TrajGAN: A Privacy-Aware Trajectory Generation Model with Differential Privacy, Future Generation Computer Systems 142(2023) 25-40(SCI 1区)
6.Jing Zhang, Zhiwei Lin, Pei-Wei Tsai, Li Xu, Entropy-driven Data Aggregation Method for Energy-efficient Wireless Sensor Networks, Information Fusion,56:103-113, 2020, (SCI 1区)
7.Zhang J, Xu L, Tsai P-W,Community structure-based trilateral stackelberg game model for privacy protection,Applied Mathematical Modelling,Volume 86, October 2020:20-35 (SCI 1区)
8.Jing Zhang, Li Xu, Shuming Zhou, Geyong Min, Yang Xiang, & Jia Hu, Crossed cube ring: a k -connected virtual backbone for wireless sensor networks. Journal of Network & Computer Applications. Volume 91, 1 August 2017:75-88, 2017. (SCI 1区)
9.Qihan Huang(学生), Jing Zhang*, Zuanyang Zeng, Ding He, Xiucai Ye, Yi Chen, PPDF-FedTMI: A Federated Learning-based Transport Mode Inference Model with Privacy-Preserving Data Fusion, Simulation Modelling Practice and Theory, 129 (2024) 102845 (SCI 2区)
10.Wenlong Shi(学生), Jing Zhang*, Xiaoping Chen, Xiucai Ye,PCDP-CRLPPM: A Classified Regional Location Privacy-protection Model based on Personalized Clustering with Differential Privacy in Data Management,The Computer Journal,(SCI online)
奖项与荣誉:
(荣誉)2024年入选福建省级高层次人才(C类)。