张红 女

职务（职称）系：实验师 硕士生导师

个人简介：网投比较靠谱的大平台，博士

研究方向：边缘计算、博弈论、网络安全、深度强化学习

讲授课程：Python语言程序设计、计算机系统与网络

近期主持或参与的科研项目：

1. 教育部产学合作协同育人项目，2021.9-2022.9，基于新工科实践实训的智慧云实验室建设，50万，主持

2.  国家自然基金面上项目，2018.1-2021.12，面向恶意程序传播的异质传感网可靠度评估和主动防御策略研究，49万元，参与

3.  国家自然基金面上项目，2018.1-2021.12，认证密码算法的新型故障分析研究，62万元，参与

4.  上海市自然科学基金, 2021.7-2024.6, 多能量源无线充电传感器网络关键技术研究，20万元，参与

5.  国家重点研发计划子课题, 2020.11-2023.02, 基于制造业流程知识表达的数据空间管理技术理论架构，39万元，参与

近几年的代表性论著：

[1] Hong Zhang, Shigen Shen, Qiying Cao, Xiaojun Xu, Shaofeng Liu. Modeling and Analyzing Malware Diffusion in Wireless Sensor Networks based on Cellular Automata[J]. International Journal of Distributed Sensor Networks, 2020, 16(11): 1-9. (SCI )

[2] Hong Zhang, Shumin Yang, Guowen Wu, Shigen Shen, Qiying Cao. Steady-State Availability Evaluation for Heterogeneous Edge Computing-enabled WSNs with Malware Infections[J]. Mobile Information System, 2022, 2022: 1-16. (SCI)

[3] Hong Zhang, Shigen Shen, Guowen Wu, Qiying Cao, Hongyun Xu. Optimal Control of an HSEIRS Malware Propagation Model in Heterogeneous Degree-based WSNs[J]. Journal of Donghua University (English Edition), 2022, 39(3): 220-229.

[4] 张红, 沈士根, 吴小军，曹奇英．基于元胞自动机和静态贝叶斯博弈的 WSN 恶意程序传染模型[J]. 电信科学, 2019(6): 60-69．

[5] Guowen Wu, Zhiqi Xu, Hong Zhang, Shigen Shen, Shui Yu. Multi-agent DRL for Joint Completion Delay and Energy Consumption with Queuing Theory in MEC-based IIoT[J]. Journal of Parallel and Distributed Computing, 2023, 176(2013): 98-94. (CCF B 类)

[6] Guowen Wu, Lanlan Xie, Hong Zhang, Jianhua Wang, Shigen Shen. STSIR: An Individual-group Game-based Model for Disclosing Virus Spread in Social Internet of Things[J]. Journal of Network and Computer Applications, 2023. (CCF C 类)

[7] 刘少锋, 张红, 和青青, 沈士根, 曹奇英. 考虑不同潜伏期的异质传感网络恶意程序传播建模与分析[J]. 计算机应用与软件, 2021, 38(11): 307-313.

[8] Zhengjun Gao, Guowen Wu, Yizhou Shen, Hong Zhang, Qiying Cao. DRL-based Optimization of Privacy Protection and Computation Performance in MEC Computation Offloading[C]//IEEE INFOCOM WKSHPS: BigSecurity 2022. (EI)

[9] Guowen Wu, Zhenwei Li, Yizhou Shen, Hong Zhang, Shigen Shen, Shui Yu. A Deep Reinforcement Learning Approach to Edge-based IDS Packets Sampling [C]//DSIT 2022 (IEEE 5th International Conference on Data Science and Information Technology). (EI)

[10] Guowen Wu, Yuhan Zhao, Yizhou Shen, Hong Zhang, Shigen Shen, Shui Yu. DRL-based Resource Allocation Optimization for Computation Offloading in Mobile Edge Computing [C]//IEEE INFOCOM ICCN 2022. (EI)

[11] Xiaojun Wu, Qiying Cao, Juan Jin, Yuanjie Li, Hong Zhang. Nodes Availability Analysis of Heterogeneous Wireless Sensor Networks Based on NB-IoT Under Malware Infection[C]// 2018 5th International Conference on Systems and Informatics (ICSAI), 2018. (EI)

联系方式：

办公室电话: 021-67792285

电子邮箱地址: zhanghong@dhu.edu.cn

办公室: 1号学院楼241室