个人简介
1984年11月生,山东聊城人,无党派人士。博士/博士后、教授、博士生导师/硕士生导师。网络空间安全学院决策智能与安全团队负责人、校数学建模教练团队核心成员、校计算机博弈比赛负责人(校 B 类甲等赛事)。2022年入选浙江省高校领军人才培养计划高层次拔尖人才,2018年入选杭州电子科技大学优秀骨干教师支持计划,2017年获中国智能体与多智能体系统研究优秀博士论文提名奖,2018年获大连理工大学优秀博士论文奖。大连理工大学软件工程学士、应用数学硕士、软件工程博士,中国科学院信息工程研究所计算机科学与技术博士后。2010-2014年大连理工大学创新实验学院历任助理工程师、工程师, 2014-2016年新加坡南洋理工大学计算机科学与工程学院Research Associate。中国指挥与控制学会网络空间安全专委会委员、自动化学会联邦数据与联邦智能专委会(筹)委员、计算机学会、人工智能学会、运筹学会会员。 研究领域:智能博弈对抗、人工智能安全、大模型智能体、计算社会科学、博弈论、多智能体系统、网络科学、。 目前主持在研国家自然科学基金面上项目1项、国家自然科学基金联合基金重点项目参与单位负责人1项、浙江省尖兵研发攻关计划择优委托项目参与单位负责人1项、浙江省重点研发计划项目主要参与人1项、浙江省自然科学基金面上项目主要参与人1项。主持或参与完成国家重点研发计划项目1项、国家自然科学基金面上项目3项、国家自然科学基金青年项目3项、浙江省自然科学基金面上项目4项、中央高校基本科研业务费专项项目1项。在国内外期刊与会议发表论文近百篇,其中,CCF B类以上期刊(含中文期刊)/会议、中科院Top期刊、IEEE Transactions期刊论文 20余篇,Google Scholar 总引用次数近1000次,H因子为15,担任AAAI、ICML、 NeurIPS、ICLR等多个人工智能领域顶级会议的程序委员会成员以及多个国内外期刊的审稿人,国家自然科学基金同行评议专家。
工作经历
2023—至今:杭州电子科技大学 网安学院 教授,博士生导师,硕士生导师,网安专业负责人 2022.04—2022.12:杭州电子科技大学网安学院 副教授,博士生导师,硕士生导师,网安专业负责人 2021.01– 2022.03:杭州电子科技大学网安学院 副教授,硕士生导师,网络空间安全专业负责人
2017.08– 2018.04:中国科学院信息工程研究所访问学者,合作导师:李凤华研究员 2017.01 – 2017.12:杭州电子科技大学网络空间安全学院 校第六层次人才,硕士生导师 2014.09 – 2016.09:新加坡南洋理工大学计算机科学与工程学院 Research Associate,合作导师:安波教授 2014.07 – 2014.09:青岛智能产业技术研究院访问学者,合作导师:王飞跃研究员
社会职务
指挥与控制学会网络空间安全专委会委员、 计算机学会会员、 人工智能学会会员、 自动化学会平行智能专委会委员
研究领域
智能博弈对抗、 人工智能安全、 计算社会科学、 博弈论、 网络科学、 多智能体系统
教学与课程
本科生课程: 离散数学 Python 计算思维与程序设计实践系列课程 创新实践系列课程 数学建模基础创新实践1\2
研究生课程: 计算理论 人工智能安全 博弈论 数学建模
在读研究生: 待补充
在读本科生:待补充
已毕业研究生:待补充
已毕业本科生:待补充
纵向科研
主持国家自然科学基金面上项目:安全问题场景下的网络公共品博弈研究(62176080),2022年01月至2025年12月,57万. 参与浙江省“尖兵”“领雁”研发攻关计划项目:面向网络空间的自主可控人工智能安全评测平台(2022C01018),2022年01月至2024年12月,105.6万/960万(参与单位负责人). 参与国家自然科学基金区域发展联合基金重点项目:面向电磁空间的人工智能攻防对抗基础理论与评测方法研究(U21B2001),2022年01月至2025年12月,30万/254万(参与单位负责人). 参与浙江省重点研发计划项目(排名:3/14):基于AI的运动动作识别和运动辅助系统的研发(2021C03131),2021年01月至2023年12月,210万. 参与浙江省自然科学基金一般项目(排名:5/7):基于多智能学习的移动群体演化博弈动力学研究(LY20F030012),2020.01-2022.12,9万. 主持浙江省自然科学基金一般项目:面向交互型大数据的博弈学习技术及其应用研究(LY18F030007),2018.01-2020.12,9万. 已结题. 主持国家自然科学基金青年项目:复杂网络上的演化博弈理论在信誉系统中的应用研究 (61403059),2015.01-2017.12,23万. 已结题. 主持中央高校基本科研业务费专项项目:分布式多主体系统中的演化博弈动力学研究(DUT13LK38),2013.01-2014.12,10万. 已结题. 参与国家重点研发计划课题:网络系统安全度量方法与指标体系-网络安全风险的测量与演化及控制机理(2016YFB0800702) ,2016.07-2019.06,268万. 已结题. 参与国家重点研发计划课题:网络系统安全度量方法与指标体系-大规模系统安全参数的采集与组合方法(2016YFB0800704) ,2016.07-2019.06,242万. 已结题. 参与国家自然科学基金面上项目(排名:3/10):信誉系统中攻防博弈模型及策略优化研究(61872120) ,2019.01-2019.12,16万. 已结题. 参与浙江省自然科学基金—青山湖科技城联合基金项目(排名:2/7):网络安全保险市场博弈分析与政府管制策略研究(LQY19G030001),2019.01-2021.12,10万. 已结题. 参与浙江省自然科学基金一般项目(排名:2/5):面向信誉系统的反攻击优化策略与资源配置研究(LY18F030017),2018.01-2020.12,9万. 已结题. 参与国家自然科学基金面上项目(排名:7/20):面向反恐安全博弈的连通因子理论与应用(61572095),2016.01-2019.12,66万. 已结题. 参与国家自然科学基金青年项目(排名:2/7):时变在线社会网络中舆情传播与演化动力学研究(71401024),2015.01-2017.12,21万. 已结题. 参与国家自然科学基金青年项目(排名:3/6):内容认证与版权保护的图像水印算法研究(61401060),2015.01-2017.12,30万. 已结题. 参与国家自然科学基金项目(排名:7/19):社交网络中软安全机制研究(61272173),2013.1-2016.12,81万. 已结题.
论文
2025年: 1. Runjian Xie, Xing Jin, Qinglei Zhao, Yang Zhang, and Zhen Wang, Rapid Bootstrapping of Deep Reinforcement Learning with Curriculum and Imitation Strategies for Missile Guidance, International Journal of Aeronautical and Space Sciences, vol. 1, pp. 1-18, 2025. 2024年: 2. Xiaoguang Chen, Wenyuan Cao, Lili Chen, Jinpeng Han, Manzhi Yang, Tianyang Gao, Zhen Wang, and Fei-Yue Wang, iDetectLoaD: A Signaling Game-based Security Load Distribution for IoV, IEEE Transactions on Intelligent Vehicles, 2024, Early Access. 3. Qiuyun Lyu, Yilong Zhou, Yizhi Ren, Zhen Wang, and Yunchuan Guo, Towards Personal Data Sharing Autonomy: A Task-driven Data Capsule Sharing System, IEEE Transactions on Information Forensics and Security, vol. 19, pp. 9760 - 9774, Oct. 2024.(CCF-A类期刊) 4. Xiaoguang Chen, Wenyuan Cao, Lili Chen, Jinpeng Han, Manzhi Yang, Zhen Wang, and Fei-Yue Wang, iCyberGuard: A FlipIt Game for Enhanced Cybersecurity in IIoT, IEEE Transactions on Computational Social Systems, vol. 11, no. 6, pp. 8005 - 8014, Sep. 2024. 5. Qiuyun Lyu, Huihui Xie, Wei Wang, Yanyu Cheng, Yongqun Chen, and Zhen Wang, TFAN: A Task-adaptive Feature Alignment Network for Few-shot Website Fingerprinting Attacks on Tor, Computers & Security, vol. 144, p. 103980, Sep. 2024. 6. Guang-Hai Cui, Jun-Li Li, Kun-Xiang Dong, Xing Jin, Hong-Yong Yang, and Zhen Wang, Influence of Subsidy Policies Against Insurances on Controlling the Propagation of Epidemic Security Risks in Networks, Applied Mathematics and Computation, vol. 476, p. 128797, Sep. 2024. 7. Xing Jin, Zhihai Gong, Jiuchuan Jiang, Chao Wang, Jian Zhang, and Zhen Wang, RCTD: Reputation-Constrained Truth Discovery in Sybil Attack Crowdsourcing Environment, Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining(KDD), pp. 1313-1324, Aug. 2024.(CCF-A类会议) 8. Yanyu Cheng, Zhaoyan Xiong(本科生), Zhen Wang, Dusit Niyato, Wei Yang Bryan Lim, and Beibei Li, Performance Analysis of Jammer-Assisted Covert Rate-Splitting Multiple Access, 2024 IEEE/CIC International Conference on Communications in China (ICCC), pp. 915-920, Aug. 2024. 9. Manzhi Yang, Jian Zhang, Liyuan Lin, Jinpeng Han, Xiaoguang Chen, Zhen Wang, and Fei-Yue Wang, Multipattern Integrated Networks With Contrastive Pretraining for Graph Anomaly Detection, IEEE Transactions on Computational Social Systems, vol. 11, no. 5, pp. 5619 - 5630, Jul. 2024. 10. Fu Li, Guangsheng Ma, Feier Chen, Qiuyun Lyu, Zhen Wang, and Jian Zhang, Enhanced Enterprise-Student Matching with Meta-Path Based Graph Neural Network, Journal of King Saud University - Computer and Information Sciences, vol. 36, no. 6, p. 102116, Jul. 2024. 11. Lili Mei, Tingwei Hu(本科生), and Zhen Wang, Effective Stackelberg Strategies on Epidemic Containment Games, IEEE Transactions on Network Science and Engineering, vol. 11, no. 6, pp. 6408 - 6416, May 2024. 12. Jingrui Wang, Huizhen Zhang, Tianbo An, Xing Jin, Chao Wang, Jian Zhao, and Zhen Wang, Effect of Vaccine Efficacy on Vaccination Behavior with Adaptive Perception, Applied Mathematics and Computation, vol. 469, p. 128543, May 2024. 13. Dayuan Chen, Jian Zhang, Yuqian Lv, Jinhuan Wang, Hongjie Ni, Shanqing Yu, Zhen Wang, and Qi Xuan, Single-Node Injection Label Specificity Attack on Graph Neural Networks via Reinforcement Learning, IEEE Transactions on Computational Social Systems, vol. 11, no. 5, pp. 6135 - 6150, Apr. 2024. 14. Rongke Liu, Dong Wang, Yizhi Ren, Zhen Wang, Kaitian Guo, Qianqian Qin, and Xiaolei Liu, Unstoppable attack: Label-only model inversion via conditional diffusion model, IEEE Transactions on Information Forensics and Security, vol. 19, pp. 3958 - 3973, Mar. 2024.(CCF-A类期刊) 15. Jianan Ma, Pengfei Yang, Jingyi Wang, Youcheng Sun, Cheng-Chao Huang, and Zhen Wang, VeRe: Verification guided synthesis for repairing deep neural networks, Proceedings of the 46th IEEE/ACM International Conference on Software Engineering(ICSE), pp. 1-13, Feb. 2024.(CCF-A类会议) 16. Chao Wang, Xitong Ma, Xing Jin, Honghai Zeng, and Zhen Wang, HMAE: A high-fidelity multi-agent simulator for economic phenomenon emergence, Frontiers in Physics, vol. 12, p. 1451423, 2024. 2023年: 17. Xing Jin, Yuchen Tao, Jingrui Wang, Chao Wang, Yongheng Wang, Zhouyang Zhang, and Zhen Wang, Strategic use of payoff information in k-hop evolutionary Best-shot networked public goods game, Applied Mathematics and Computation, vol. 459, p. 128271, Dec. 2023. 18. Qinghua Lu, Weishan Zhang, Zhen Wang, Qun Jin, and Vincenzo Piuri, Guest Editorial: Special Issue on Responsible AI in Social Computing, IEEE Transactions on Computational Social Systems, vol. 10, no. 6, pp. 2906-2908, Dec. 2023. 19. Jinpeng Han, Zhen Wang, Xiaoguang Chen, Manzhi Yang, and Fei-Yue Wang, Digger: A graph contraction algorithm for patrolling games, IEEE Transactions on Reliability, vol. 73, no. 2, pp. 1104-1116, Nov. 2023. 20. Lili Chen, Zhen Wang, Jintao Wu, Yunchuan Guo, Fenghua Li, and Zifu Li, Dynamic threshold strategy optimization for security protection in Internet of Things: An adversarial deep learning‐based game‐theoretical approach, Concurrency and Computation: Practice and Experience, vol. 35, no. 20, p. e6944, Sep. 2023. 21. 陈茵, 张立泽, 帅国华, 陈黎丽, 和王震, 面向化工园区有害气体泄漏的博弈巡逻策略, 智能科学与技术学报, vol. 5, no. 3, pp. 366-377, 2023. 22. Xueyuan Wen(本科生), Kaiyan Dai, Qi Xiong, Lili Chen, Jian Zhang, and Zhen Wang, An approach to internal threats detection based on sentiment analysis and network analysis, Journal of Information Security and Applications, vol. 77, p. 103557, 2023. 23. Tingwei Hu(本科生), Lili Mei, and Zhen Wang, Stackelberg strategies on epidemic containment games, International Workshop on Frontiers in Algorithmics, Springer Nature Switzerland, 2023, pp. 281-294. 24. Zhehua Zhong, Tianyi Chen, and Zhen Wang, MAT: mixed-strategy game of adversarial training in fine-tuning, IJCAI '23: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, vol. 520, pp. 4674-4683, Aug. 2023.(CCF-A类会议) 25. 陈晓光,韩金朋,杨满智,王晓,刘昕,王震,王飞跃,灵境卫士: 基于ACP的网络安全平行监管研究,智能科学与技术学报,vol. 5, no. 2, pp. 247-253, 2023. 26. Haozheng Xu(本科生), Yiwen Zhang(本科生), Xing Jin, Jingrui Wang, Zhen Wang, The Evolution of Cooperation in Multigames with Uniform Random Hypergraphs, Mathematics, vol. 11, no. 11, p. 2409, May 2023. 27. Xinyue Ying(本科生), Jingrui Wang, Xing Jin, Chao Wang, Zhouyang Zhang, Zhen Wang, Temporal-spatial perception adjustment to fitness enhances the cooperation in the spatial prisoner’s dilemma game, Frontiers in Physics, vol. 11, p. 1200506, May 2023. 2022年: 28. Yifan Liu(本科生), Ruinan Zeng(本科生), Lili Chen, Zhen Wang, and Liqin Hu, An adversarial dynamic game to controlling information diffusion under typical strategies on online social networks, Frontiers in Physics, p. 620, Aug. 2022. 29. Tianyang Gao, Danni Qu, Liqin Hu, and Zhen Wang, A bi-objective source hiding method for network propagation, in International Conference on Mobile Computing, Applications, and Services, Springer Nature Switzerland, 2022, pp. 105-125. 30. Zhen Wang, Yitao Zheng, Hai Zhu, Chang Yang, and Tianyi Chen, Transferable adversarial examples can efficiently fool topic models, Computers & Security, vol. 118, pp. 102749, 2022. 31. Qiuyun Lyu, Shaopeng Cheng, Hao Li, Junliang Liu, Yanzhao Shen, and Zhen Wang, NSSIA: A new self-sovereign identity scheme with accountability, Security and Communication Networks, vol. 2022, p. 1607996, 2022. 32. 韩金朋,刘忠民,吕秋云,王震,陈晓光,杨满智,王飞跃,元安全: 基于平行安全的元宇宙安全框架, 指挥与控制学报, vol. 8, no. 3, pp. 249-259, 2022. 33. 吕秋云,程绍鹏,杨满智,陈晓光,王震,面向元宇宙的数字公民身份认证方案, 智能科学与技术学报, vol. 4, no. 3, pp. 396-409, 2022. 34. Wang Zhen, Rui Zhang, Yi-peng Sun, Hong Ding, Qiu-yun Lv*; Can Lightning Network's Autopilot function use BA Model as the underlying network?. Frontiers in Physics, 2022.01.12. (期刊论文, 第一作者,SCI检索,中科院3区) 35. Wang Zhen, Ruodan Li, Xing Jin, Hong Ding*; Emergence of Social Norms in Metanorms Game With High-Order Interaction Topology. IEEE Transactions on Computational Social Systems, 2022.02.21, Early Access. (期刊论文, 第一作者,SCI检索,中科院2区) 36. Yujie Liu# (本科生), Zemin Li# (本科生), Yuchen Tao, Hong Ding, Wang Zhen*; The effect of perceptions competition and learning costs on cooperation in spatial evolutionary multigames. Chaos Solitons & Fractals, 2022.04, 157: 111883. (期刊论文, 通讯作者,SCI检索,中科院1区,Top期刊) 37. Danni Qu, Qi Chen, Jiahui Wang, Jiaojiao Jiang, Wang Zhen; The Effect of Source Location on the Effectiveness of Source Detection in Finite Networks. ICC 2022 - IEEE International Conference on Communications, 2022, accepted. (会议论文, EI检索,CCF C类会议) 2021年: 38. Wang Zhen, Chao-fan Li, Xing Jin, Hong Ding, Guang-hai Cui, Lan-ping Yu*; Evolutionary Dynamics of the Interdependent Security Games on Complex Network. Applied Mathematics and Computation, 2021.6.15, 399: 126051. (期刊论文, 第一作者,SCI检索,中科院1区,Top 期刊) 39. Qi Zhou#, Hai-peng Chen#*, Yi-tao Zheng, Wang Zhen*; EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation. Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI'21), 2021.2.2-2021.2.9. (acceptance rate 1692/7911 = 21%) (会议论文, EI检索,共同通讯作者,CCF-A类会议) 40. Wang Zhen, Mengting Jiang,Yu Yang,Lili Chen,Hong Ding*; Computing effective mixed strategies for protecting targets in large-scale critical infrastructure networks. Frontiers in Physics, 2021.12.21. (期刊论文, 第一作者,SCI检索,中科院3区) 41. Juan Li, Yi Liu, Wang Zhen, Hao-xiang Xia; Egoistic Punishment Outcompetes Altruistic Punishment in the Spatial Public Goods Game. Scientific Reports, 2021.3.22, 6584. (期刊论文, SCI检索/SSCI检索,中科院3区) 42. Xing Jin*, Ming-chu Li, Wang Zhen, Cheng Guo, Hong Ding, Yong Guan; EigenCloud: A Cooperation and Trust-Aware Dependable Cloud File-Sharing Network. IEEE Transactions on Computational Social Systems, 2021.01.22, Early Access. (期刊论文) 43. Jing-rui Wang(本科生), Xing Jin*, Yi-xuan Yang(本科生), Qing-fang Chen(本科生), Wang Zhen, Hong Ding, The Spread of Epidemic under Voluntary Vaccination with Heterogeneous Infection Rates. International Journal of Modern Physics C, 2021, 32(03):2150037. (期刊论文, SCI检索, 中科院4区) 44. Jun-tao Zhu, Hong Ding, Yu-chen Tao, Wang Zhen, Lan-ping Yu*; Secure the IoT Networks as Epidemic Containment Game. Symmetry, 2021, 13(2):156. (期刊论文, SCI检索,中科院3区) Guang-hai Cui*, Wang Zhen, Jun-li Li, Xing Jin, Zhi-wang Zhang; Influence of Precaution and Dynamic Post-indemnity based Insurance Policy on Controlling the Propagation of Epidemic Security Risks in Networks. Applied Mathematics and Computation, 2021.3.1, 392: 125720. (期刊论文, SCI检索, 中科院1区,Top 期刊) 2020年:
Hai Zhu(本科生), Hong Ding, Qing-yang Zhao(本科生), Yan-ping Xu(本科生), Xing Jin, Wang Zhen*; Reputation-based Adjustment of Fitness Promotes the Cooperation under Heterogeneous Strategy Updating Rules. Physics Letters A, 2020, 384(34): 126882. (期刊论文, SCI检索, 中科院3区, 影响因子:2.278) Feng-hua Li, Yong-jun Li, Si-yuan Leng, Yun-chuan Guo, Kui Geng, Wang Zhen, Liang Fang; Dynamic Countermeasures Selection for Multi-path Attacks. Computers & Security, 2020, 97: 101927. (期刊论文, SCI检索, CCF B类,中科院3区,影响因子:3.579) Yi-zhi Ren, Meng-jin Jiang, Ting Wu, Ye Yao, Choo Kim-Kwang Raymond, Wang Zhen*; An Eigenvalue-based Immunization Scheme for Node Attacks in Networks with Uncertainty. Science China: Information Sciences, 2020, 63: 139101. (期刊论文, SCI检索, CCF B类期刊,影响因子:3.304) Yi-zhi Ren, Qi Zhou, Wang Zhen*, Ting Wu, Guo-hua Wu, Choo Kim-Kwang Raymond; Query-efficient Label-only Attacks Against Black-box Machine Learning Models. Computers & Security, 2020, 90: 101698. (期刊论文, SCI检索, CCF B类,中科院3区,影响因子:3.579) Qiu-hua Wang, Hao Liu, Xing Jin*, Wang Zhen; A Heterogeneous Network Modeling Method Based on Public Goods Game Theory to Explore Cooperative Behavior in VANETs. Sensors, 2020, 20: 1802. (期刊论文, SCI检索, 中科院3区,影响因子:3.275) Li-li Chen, Wang Zhen, Feng-hua Li, Yun-chuan Guo, Kui Geng*; A Stackelberg Security Game for Adversarial Outbreak Detection in the Internet of Things. Sensors, 2020, 20: 804. (期刊论文, SCI检索, 中科院3区,影响因子:3.275) Hai Zhu(本科生), Wang Zhen, Qing-yang Zhao(本科生), Xing Jin, Lan-ping Yu*; The Effect of Memory in Prisoner's Dilemma Game under Multi-strategy Update Mechanism. International Journal of Modern Physics C, 2020, 31(06): 2050077. (期刊论文, SCI检索, 中科院4区,影响因子:1.228)
2019年:
Guan-hai Cui, Wang Zhen, Ling Dong, Xiaoli Cao, Yue Liu, Zhi-wang Zhang; Influence of Contribution based Resource Allocation Mechanism on Individual Resource Sharing Cooperation in Social Networks. International Journal of Modern Physics C, 2019, 30(12): 2050007. (期刊论文, SCI检索/SSCI检索, 中科院4区,影响因子:1.228) Hong Ding, Geng-shun Zhang, Shi-hao Wang (本科生), Juan Li, Wang Zhen*; Q-learning boosts the evolution of cooperation in structured population by involving extortion. Physica A: Statistical Mechanics and its Applications, 2019, 536: 122551. (期刊论文, SCI检索/SSCI检索, 中科院3区,影响因子:2.924) Chen-jian Duan, Wang Zhen*, Hong Ding, Meng-ting Jiang, Yi-zhi Ren, Ting Wu, A vulnerability assessment method for network system based on cooperative game theory. 19th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2019), Melbourne, Australia, 9-11 Dec 2019, 391-398. (会议论文,EI检索,CCF C类会议) Jie Ji, Guohua Wu, Jinguo Shuai, Zhen Zhang, Wang Zhen, Yizhi Ren*, Heuristic Approaches for Enhancing the Privacy of the Leader in IoT Networks. Sensors 2019, 19(18), 3886. (期刊论文, SCI检索, 中科院3区,影响因子:3.275) Guohua Wu, Guangen Tang, Zhongru Wang, Zhen Zhang*, Wang Zhen; An Attention-based BiLSTM-CRF Model for Chinese Clinic Named Entity Recognition, IEEE Access, 2019, 7, 113942-113949. (期刊论文, SCI检索/SSCI检索, 中科院2区,影响因子:3.745) Wang Zhen, Geng-shun Zhang, Hong Ding, Guang-Hai Cui, Ye Yao*; Strategy Imitation Behavior Driven Influence Adjustment Promotes Cooperation in Spatial Prisoner’s Dilemma Game. Physica A: Statistical Mechanics and its Applications, 2019, 534: 122183. (期刊论文, SCI检索, 中科院3区,影响因子:2.924) Jie Ji, Guo-hua Wu, Chen-jian Duan, Yi-zhi Ren, Wang Zhen; Greedily Remove k Links to Hide Important Individuals in Social Network. 5th International Symposium on Security and Privacy in Social Networks and Big Data(SocialSec 2019), Copenhagen, Denmark, 14-17 July 2019. (会议论文, EI检索) Tao Gong#, Hang-xian Gao#, Wang Zhen, Lan Shuai; Perceptual Constraints on Colours Induce the Universality of Linguistic Colour Categorization. Scientific Reports, 2019.5.22, 9: 7719. (期刊论文, SCI检索/SSCI检索,中科院3区,影响因子:3.998) 陈黎丽, 王震, 郭云川, 华佳烽, 姚宇超, 李凤华*;安全数据采集代理顽健部署策略研究,通信学报,2019,40(6): 51-65. (期刊论文, 校国内Top期刊,CCF-B类中文期刊) Yan Zhang, J. Lopez, Wang Zhen; Mobile Edge Computing for Vehicular Networks [From the Guest Editors]. IEEE Vehicular Technology Magazine, 2019: 14(1), 27 and 108. 王震, 段晨健, 吴铤, 郭云川, 王竹*, 李凤华;基于Stackelberg攻防博弈的网络系统安全控制机制优化研究,信息安全学报,2019,4(1):101-115. (期刊论文, 网络空间安全中文顶级学报) Ben-yun Shi, Guang-liang Liu, Hong-jun Qiu, Wang Zhen, Yi-zhi Ren, Dan Chen; Exploring Voluntary Vaccination with Bounded Rationality through Reinforcement Learning. Physica A: Statistical Mechanics and its Applications, 2019, 515:171-182. (期刊论文, SCI检索, 中科院3区,影响因子:2.924)
2018年: Liang Fang, Li-hua Yin, Yun-chuan Guo, Wang Zhen, Feng-hua Li; Resolving Access Conflicts: An Auction-based Incentive Approach. 2018 IEEE Military Communications Conference (MILCOM) , Los Angeles, CA, USA, 2018.10.29-2018.10.31, 2018:52–57.(会议论文, EI检索,信工所B类会议) Meng-jin Jiang, Yi-zhi Ren, Ye Yao, Li-feng Yuan, Ting Wu, Wang Zhen, CPS: A Community Priority based Vaccine Distribution Strategy in Different Networks. CyberSciTech2018, 334-337. (会议论文, EI检索) Guang-hai Cui, Wang Zhen, Yan-cun Yang, Jia-hao Xu, Hong-yong Yang; Evolution of Cooperation under the Influence of Environments on Individual Performed Interactions. International Journal of Modern Physics C, 2018, 29(8): 1850070. (期刊论文, SCI检索, 中科院3区,影响因子:0.919) 田琳琳;李明楚;金星;王震; 社交化P2P系统中基于个体动态属性的共演化模型. 小型微型计算机系统,2018, 39(6): 1250-1254. Yi-zhi Ren, Meng-jin Jiang, Ye Yao, Ting Wu, Wang Zhen*, Kim-Kwang Raymond Choo, Node Immunization in Networks with Uncertainty. 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications (TrustCom2018), New York, USA, 2018.8.1-2018.8.3, 2018:1392–1397.(会议论文, EI检索,CCF C类会议, Best Paper Award) Jia-Hao Xu, Wang Zhen*, Guang-Hai Cui, Yi-Zhi Ren, Hong Ding, Kim-Kwang Raymond Choo; An Extended Exploration to the Epidemic Containment Game. 27th International Conference on Computer Communication and Networks (ICCCN), Hangzhou, China, 2018.7.30-2018.8.2, 2018: 8487370. (会议论文, EI检索,CCF C类会议) Feng-hua Li, Yong-jun Li, Zheng-kun Yang, Yun-chuan Guo, Li-hua Yin, Wang Zhen*; Selecting Combined Countermeasures for Multi-Attack Paths in Intrusion Response System. 27th International Conference on Computer Communication and Networks (ICCCN), Hangzhou, China, 2018.7.30-2018.8.2, 2018:8487417. (会议论文, EI检索,CCF C类会议) Yan-wei Sun, Li-hua Yin, Wang Zhen*, Yun-chuan Guo, Bin-xing Fang; Identifying the Propagation Sources of Stealth Worms? International Conference on Computational Science (ICCS 2018), Wuxi, China, 2018.6.11-2018.6.13, 2018:811–817. (会议论文, EI检索,Core-A类会议) Li-hua Yin, Yan-wei Sun, Wang Zhen, Yun-chuan Guo, Feng-hua Li, Binxing Fang; Security Measurement for Unknown Threats Based on Attack Preferences. Security and Communication Networks, 2018:74126272. (期刊论文, SCI检索, 中科院4区,中国密码学会C类期刊,影响因子:1.288) 李凤华, 陈天柱, 王震, 张林杰, 史国振, 郭云川; 复杂网络环境下跨网访问控制机制. 通信学报,2018,39(2):2018019. (期刊论文, 校国内Top期刊,CCF-B类中文期刊, 入选第六届中国科协优秀科技论文) Danku Zsuzsa, Wang Zhen, Szolnoki Attila; Imitate or Innovate: Competition of Strategy Updating Attitudes in Spatial Social Dilemma Games. EPL, 2018, 121(1): 18002. (期刊论文, SCI检索/SSCI检索, 中科院3区,影响因子:1.958,被引26次) Hong Ding, Jia-hao Xu, Wang Zhen, Yi-zhi Ren, Guang-hai Cui*; Subsidy Strategy based on History Information can Stimulate Voluntary Vaccination Behaviors on Seasonal Diseases. Physica A: Statistical Mechanics and its Applications, 2018, 503:390-399. (期刊论文, SCI检索, 中科院3区, 影响因子:2.924) Yi-zhi Ren, Gang Wang, Lan-ping Yu*, Ben-yun Shi, Wei-tong Hu, Wang Zhen*; Rigorous or Tolerant: the Effect of Different Reputation Attitudes in Complex Networks. Future Generation Computer Systems, 2018, 83:476~484. (期刊论文, 共同通讯作者,SCI检索, 中科院2区,Top 期刊,影响因子:6.125) Yi-zhi Ren, Xiang-yu Chen, Wang Zhen*; Ben-yun Shi, Guang-hai Cui, Ting Wu, Choo Raymond Kim-kwang; Neighbor-considered Migration Facilitates Cooperation in Prisoner’s Dilemma Games. Applied Mathematics and Computation, 2018.4.15, 323: 95~105. (期刊论文, 通讯作者,SCI检索,中科院1区,Top 期刊,影响因子:3.472) Guang-hai Cui *, Wang Zhen, Yan-cun Yang, Sheng-wen Tian, Yue Jun; Heterogeneous Game Resource Distributions Promote Cooperation in Spatial Prisoner’s Dilemma Game. Physica A: Statistical Mechanics and its Applications, 2018.1.15, 490: 1191~1200. (期刊论文, SCI检索, 共同通讯作者, 中科院3区, 影响因子:2.924,被引9次)
2017年: Guang-liang Liu, Hong-jun Qiu, Ben-yun Shi, Wang Zhen; Imitation and memory-based self-organizing behaviors under voluntary vaccination? 2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC), Shenzhen, China, 2017.12.15-2018.12.17, 2017:491–496. (会议论文, EI检索) Chang-bing Tang, Xiang Li *, Wang Zhen, Jian-min Han; Cooperation and Distributed Optimization for the Unreliable Wireless Game with Indirect Reciprocity. Science China: Information Sciences, 2017.11, 60(11): 110205. (期刊论文, SCI检索,CCF B类期刊,影响因子:2.188) 丁宏*, 牛文芳, 王震, 任一支, 吴铤; 大数据环境中自愿接种策略及个体安全保护方法研究. 南京信息工程大学学报(自然科学版), 2017.10, 9(5): 521~526. (期刊论文) Kun Lu, Shi-yu Wang, Ling Xie, Wang Zhen, Ming-chu Li *; Modeling Altruism Agents: Incentive Mechanism in Autonomous Networks with Other-regarding Preference. Peer-To-Peer Networking and Applications, 2017.9, 10(5): 1169~1181. (期刊论文, SCI检索, 中科院4区, 影响因子:1.514) You-zhi Zhang, Bo An, Tran-Thanh Long, Wang Zhen, Jia-rui Gan, Jennings R. Nicholas; Optimal Escape Interdiction on Transportation Networks. The 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), Melbourne, VIC, Australia, 2017.8.19-2017.8.24. (会议论文, EI检索,CCF-A类会议,Google Scholar被引13次) Ruchdee Binmad*, Ming-chu Li, Wang Zhen, Nakema Deonauth, Anil Carie Chettupally; An Extended Framework for Recovering From Trust Breakdowns in Online Community Settings. Future Internet, 2017.7.17, 9(3): 36. (期刊论文, EI检索)
2016年: Kun Lu, Shi-yu Wang, Ling Xie, Wang Zhen, Ming-chu Li*; A Dynamic Reward-based Incentive Mechanism: Reducing the Cost of P2P Systems. Knowledge-Based Systems, 2016.11.15, 112: 105~113. (期刊论文, SCI检索,中科院2区,影响因子:4.396,被引12次) Lin-lin Tian, Ming-chu Li, Wang Zhen*; Cooperation Enhanced by Indirect Reciprocity in Spatial Prisoner's Dilemma Games for Social P2P Systems. Physica A: Statistical Mechanics and Its Applications, 2016.11.15, 462: 1252~1260. (期刊论文, 通讯作者,SCI检索,中科院3区,影响因子:2.924,被引12次) Guang-hai Cui *, Wang Zhen*, Jian-kang Ren, Kun Lu, Ming-chu Li; Promotion of Cooperation Induced by Discriminators in the Spatial Multi-player Donor-recipient Game. Physica A: Statistical Mechanics and Its Applications, 2016.11.15, 462: 92~103. (期刊论文, 共同通讯作者,SCI检索,中科院3区,影响因子:2.924,被引4次) Chao Yu *, Guo-zhen Tan *, Hong-tao Lv (本科生), Wang Zhen, Jun Meng, Jian-ye Hao, Feng-hui Ren; Modelling Adaptive Learning Behaviours for Consensus Formation in Human Societies. Scientific Reports, 2016.6.10, 6: 27626. (期刊论文, SCI检索/SSCI检索,中科院3区,影响因子:4.122) Wang Zhen*, Chao Yu *, Guang-hai Cui, Ya-peng Li, Ming-chu Li *; Evolution of Cooperation in Spatial Iterated Prisoner’s Dilemma Games under Localized Extremal Dynamics. Physica A: Statistical Mechanics and Its Applications, 2016.2.15, 444: 566~575. (期刊论文, 第一作者,SCI检索,中科院3区,影响因子:2.924,被引4次) Wang Zhen, Yue Yin, Bo An; Computing Optimal Monitoring Strategy for Detecting Terrorist Plots. Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16), Phoenix, AZ, USA, 2016.2.12-2016.2.17. (会议论文, 第一作者,EI检索,CCF-A类会议, Google Scholar被引36次)
2015年: Chao Yu *, Wang Zhen, Hong-tao Lv(本科生), Hong-lin Bao(本科生), Ya-peng Li(本科生); Collective Learning and Information Diffusion for Efficient Emergence of Social Norms. 2015 International Joint Agents Workshop and Symposium (IJAWS), Ishikawa, Japan, 2015.10. (会议论文,EI、ISTP检索,Google Scholar被引5次) Guang-hai Cui, Ming-chu Li*, Wang Zhen, Jian-kang Ren, Dong Jiao, Jian-hua Ma; Analysis and Evaluation of Incentive Mechanisms in P2P Networks: a Spatial Evolutionary Game Theory Perspective. Concurrency and Computation: Practice & Experience, 2015.8.25, 27(12): 3044~3064. (期刊论文, SCI检索,中科院4区,影响因子:1.114,被引19次) 王震(*), 袁勇, 安波, 李明楚, 王飞跃; 安全博弈论研究综述. 指挥与控制学报, 2015.6.25, 1(2): 121~149. (期刊论文, 第一作者, Google Scholar被引4次, 第一篇安全博弈论领域中文综述)
2014年: Wang Zhen, Szolnoki Attila*, Perc Matjaz*; Different Perceptions of Social Dilemmas: Evolutionary Multigames in Structured Populations. Physical Review E, 2014.9.23, 90(3): 032813. (期刊论文, 第一作者,SCI检索/SSCI检索,中科院2区,影响因子:2.284,被引60次) Guang-hai Cui, Ming-chu Li, Xin-xin Fan, Nakema Deonauth, Wang Zhen*; Optimism When Winning and Cautiousness When Losing Promote Cooperation in the Spatial Prisoner's Dilemma Game. Physica A: Statistical Mechanics and Its Applications, 2014.8.15, 408: 181~189. (期刊论文, 通讯作者,SCI检索,中科院3区,影响因子:2.924,被引6次) Lan Shuai, Wang Zhen, Tao Gong *; Simulating the Coevolution of Language and Long-term Memory. 2014 IEEE Congress on Evolutionary Computation(CEC), Beijing, China, 2014.7.6-2014.7.11. (会议论文, EI检索) Zhi-yuan Su, Ming-chu Li, Xin-xin Fan, Xing Jin, Wang Zhen*; Research on Trust Propagation Models in Reputation Management Systems. Mathematical Problems in Engineering, 2014.5.28, 2014: 536717. (期刊论文, 通讯作者,SCI检索,中科院4区,影响因子:1.145) Kun Lu, Bin Wu(本科生), Ming-chu Li, Wang Zhen*; Other-regarding Preference Causing Ping-pong Effect in Self-questioning Game. Chaos Solitons & Fractals, 2014.2, 59: 51~58. (期刊论文, 通讯作者,SCI检索,中科院2区,Top期刊,影响因子:3.764,被引2次) Wang Zhen, Yi Liu, Lin Wang *, Yan Zhang, Zhen Wang*; Freezing Period Strongly Impacts the Emergence of a Global Consensus in the Voter Model. Scientific Reports, 2014.1.8, 4: 3597. (期刊论文, 第一作者,SCI检索, 中科院3区,影响因子:4.122,被引22次)
2013年 Wang Zhen*; Bin Wu (本科生), Ya-peng Li (本科生), Hang-xian Gao(本科生), Ming-chu Li; Does Coveting the Performance of Neighbors of thy Neighbor Enhance Spatial Reciprocity? Chaos Solitons & Fractals, 2013.11, 56: 28~34. (期刊论文, 第一作者,SCI检索,中科院2区,Top期刊,影响因子:3.764) Hong-yang Li(本科生), Jian Xiao(本科生), Yu-meng Li(本科生), Wang Zhen*; Effects of Neighborhood Type and Size in Spatial Public Goods Game on Diluted Lattice. Chaos Solitons & Fractals, 2013.11, 56: 145~153. (期刊论文, 通讯作者,SCI检索,中科院2区,Top期刊,影响因子:3.764,被引3次) Wang Zhen*, Tian-yi Chen(本科生), Xing-pu Wang(本科生), Jiu-wu Jin (本科生), Ming-chu Li; Evolution of Co-operation among Mobile Agents with Different Influence. Physica A: Statistical Mechanics and Its Applications, 2013.10.1, 392(19): 4655~4662. (期刊论文, 第一作者,SCI检索,中科院3区,影响因子:2.924,被引4次) Lin-lin Tian, Ming-chu Li, Kun Lu, Xiao-wei Zhao, Wang Zhen*; The Influence of Age-driven Investment on Cooperation in Spatial Public Goods Games. Chaos Solitons & Fractals, 2013.9, 54: 65~70. (期刊论文, 通讯作者,SCI检索,中科院2区,Top期刊,影响因子:3.764,被引5次) Shu-jun Cai (本科生), Jiang-nan Xia (本科生), Ke-yi Sun(本科生), Wang Zhen*; EigenCrime: An Algorithm for Criminal Network Mining Based on Trusted Computing. 2013 IEEE Internet of Things and IEEE Cyber, Physical and Social Computing(CPSCom), Beijing, China, 2013.8.20-2013.8.23. (会议论文, 通讯作者, EI检索)
2012年: Zhe-cheng An(本科生), Qiu-hui Pan*, Guang-ying Yu (本科生), Wang Zhen; The Spatial Distribution of Clusters and the Formation of Mixed Languages in Bilingual Competition. Physica A: Statistical Mechanics and Its Applications, 2012.10.15, 391(20): 4943~4952. (期刊论文, SCI检索,中科院3区,影响因子:2.924,被引8次) Guang-hai Cui, Ming-chu Li, Wang Zhen, Lin-lin Tian, Jian-hua Ma; Analysis and Evaluation Framework Based on Spatial Evolutionary Game Theory for Incentive Mechanism in Peer-to-Peer Network. The 11th IEEE International Conference on Trust, Security and Privacy in Computing and Communications(TrustCom2012), Liverpool, UK, 2012.6.25-2012.6.27. (会议论文, EI检索,CCF C类会议,Google Scholar被引5次) 潘秋惠; 王震; 王恩鹏(本科生); 贺明峰(*), 具有智能生物种群的演化:学习方式对群体演化的影响, 生物数学学报, 2012.04, 27(2): 203~212. (期刊论文) Jin Qing(本科生); Wang Zhen(*); Wang Zhen(*); Wang Yi-ling, Strategy Changing Penalty Promotes Cooperation in Spatial Prisoner's Dilemma Game, Chaos Solitons & Fractals, 2012.4, 45(4): 395~401. (期刊论文, SCI检索,共同通讯作者,中科院3区,Top期刊,影响因子:3.764,被引43次) Zhang Juan-juan; Wang Juan(*); Sun Shi-wen; Wang Li; Wang Zhen(*); Xia Cheng-yi(*), Effect of Growing Size of Interaction Neighbors on the Evolution of Cooperation in Spatial Snowdrift Game, Communications in Theoretical Physics, 2012.4.15, 57(4): 541~546. (期刊论文, SCI检索,共同通讯作者,中科院3区,影响因子:1.322,被引14次) 冯林(*); 路慧; 王震; 贺明峰, 开设数学建模系列课程,增强本科生科研能力培养, 实验技术与管理, 2012.3, 29(03): 18~20+23. (期刊论文, 教学改革论文,Google Scholar被引2次) Zhang Xiao-dan; Wang Zhen(*); Zheng Fei-fei(本科生); Yang Miao(本科生), Word Diversity Can Accelerate Consensus in Naming Game, Chinese Physics B, 2012.3, 21(3): 030205. (期刊论文, SCI检索,通讯作者,中科院3区,影响因子:1.223,被引5次) Wang Zhen(*); Wang Zhen; Yang Yuan-han(本科生); Yu Ming-xing(本科生); Liao Li-guo(本科生), Age-Related Preferential Selection Can Promote Cooperation in the Prisoner's Dilemma Game, International Journal of Modern Physics C, 2012.2, 23(2): 1250013. (期刊论文, SCI检索,第一作者,中科院4区,影响因子:1.228,被引29次) Wang Zhen; Wang Zhen(*); Zhu Xiao-dan(本科生); Arenzon Jeferson J.(*), Cooperation and Age Structure in Spatial Games, Physical Review E, 2012.1.31, 85(1): 011149. (期刊论文, SCI检索,共同通讯作者,中科院2区,影响因子:2.296,被引107次)
2010年 Pan Qiu-hui; Wang Zhi-rui; Wang Zhen; He Ming-feng(*), Common Ancestor and Genetic Diversity in Penna Model, Communications in Computational Physics, 2010.1, 7(1): 224~234. (期刊论文, SCI检索,中科院2区,影响因子:2.607) Szolnoki Attila(*); Wang Zhen; Wang Jinlong(本科生); Zhu Xiaodan(本科生), Dynamically Generated Cyclic Dominance in Spatial Prisoner's Dilemma Games, Physical Review E, 2010.9.20, 82(3): 036110. (期刊论文, SCI检索,中科院2区,影响因子:2.296,被引62次)
2008年 Sun Yang(本科生); Wang Zhen(本科生); Zhang Liang(本科生); He Ming-feng(*), The Wealth Exchange Model Based on Agents with Different Strategies, Physica A: Statistical Mechanics and Its Applications, 2008.2.15, 387(5-6): 1311~1318. (期刊论文, SCI检索,中科院3区,影响因子:2.924)
科研成果
主持国家自然科学基金面上项目:安全问题场景下的网络公共品博弈研究(62176080),2022年01月至2025年12月,57万. 参与浙江省“尖兵”“领雁”研发攻关计划项目:面向网络空间的自主可控人工智能安全评测平台(2022C01018),2022年01月至2024年12月,105.6万/960万(参与单位负责人). 参与国家自然科学基金区域发展联合基金重点项目:面向电磁空间的人工智能攻防对抗基础理论与评测方法研究(U21B2001),2022年01月至2025年12月,30万/254万(参与单位负责人). 参与浙江省重点研发计划项目(排名:3/14):基于AI的运动动作识别和运动辅助系统的研发(2021C03131),2021年01月至2023年12月,210万. 参与浙江省自然科学基金一般项目(排名:5/7):基于多智能学习的移动群体演化博弈动力学研究(LY20F030012),2020.01-2022.12,9万. 主持浙江省自然科学基金一般项目:面向交互型大数据的博弈学习技术及其应用研究(LY18F030007),2018.01-2020.12,9万. 已结题. 主持国家自然科学基金青年项目:复杂网络上的演化博弈理论在信誉系统中的应用研究 (61403059),2015.01-2017.12,23万. 已结题. 主持中央高校基本科研业务费专项项目:分布式多主体系统中的演化博弈动力学研究(DUT13LK38),2013.01-2014.12,10万. 已结题. 参与国家重点研发计划课题:网络系统安全度量方法与指标体系-网络安全风险的测量与演化及控制机理(2016YFB0800702) ,2016.07-2019.06,268万. 已结题. 参与国家重点研发计划课题:网络系统安全度量方法与指标体系-大规模系统安全参数的采集与组合方法(2016YFB0800704) ,2016.07-2019.06,242万. 已结题. 参与国家自然科学基金面上项目(排名:3/10):信誉系统中攻防博弈模型及策略优化研究(61872120) ,2019.01-2019.12,16万. 已结题. 参与浙江省自然科学基金—青山湖科技城联合基金项目(排名:2/7):网络安全保险市场博弈分析与政府管制策略研究(LQY19G030001),2019.01-2021.12,10万. 已结题. 参与浙江省自然科学基金一般项目(排名:2/5):面向信誉系统的反攻击优化策略与资源配置研究(LY18F030017),2018.01-2020.12,9万. 已结题. 参与国家自然科学基金面上项目(排名:7/20):面向反恐安全博弈的连通因子理论与应用(61572095),2016.01-2019.12,66万. 已结题. 参与国家自然科学基金青年项目(排名:2/7):时变在线社会网络中舆情传播与演化动力学研究(71401024),2015.01-2017.12,21万. 已结题. 参与国家自然科学基金青年项目(排名:3/6):内容认证与版权保护的图像水印算法研究(61401060),2015.01-2017.12,30万. 已结题. 参与国家自然科学基金项目(排名:7/19):社交网络中软安全机制研究(61272173),2013.1-2016.12,81万. 已结题.
专利成果
[1]王超, 王永恒, 金星, 王靖锐, 王震, 邵彬, 张杨, 董世海, 恽爽, 路游, 杨亚飞, 鲁艺, 周春来. 一种结合深度学习与因果推断的网络舆情分析方法及装置[P]. 浙江省: CN117494068B, 2024-04-19. [2]金星, 王永恒, 王超, 张文浩, 王震, 张杨, 陈卫, 曾洪海, 杨亚飞, 连建晓, 鲁艺, 王梦丝. 一种基于非合作博弈的策略生成方法及装置[P]. 浙江省: CN117252234B, 2024-03-01. [3]任一支, 姜孟津, 王震, 姚晔, 袁理峰, 丁宏. 一种基于特征值的不确定网络中免疫策略设计方法[P]. 浙江省: CN109657268B, 2023-04-28. [4]吴国华, 曲单妮, 王秋华, 袁理锋, 任一支, 张祯, 姚晔, 王震, 陈临强. 一种基于密点标注的细粒度访问控制方法[P]. 浙江省: CN111368269B, 2022-03-29. [5]王秋华, 吴国华, 任一支, 王震. 一种基于知悉范围加密的电子文件访问控制方法和系统[P]. 浙江省: CN110474873B, 2021-06-29. [6]王震, 李凤华, 段晨健, 郭云川. 一种网络系统漏洞风险评估方法及装置[P]. 北京市: CN110191120B, 2020-07-07. [7]李凤华, 陈黎丽, 郭云川, 王震, 张玲翠. 采集代理部署方法及装置[P]. 北京市: CN110430158B, 2020-07-03. [8]李凤华, 牛犇, 孙哲, 何媛媛, 房梁, 王震, 陈佩. 一种图像隐私保护方法及系统[P]. 北京市: CN108197453B, 2020-02-04.
荣誉及奖励
1. 2024 年获“华为杯”第二十一届中国研究生数模竞赛先进个人 2. 2024年指导学生获得“华为杯”第二十一届中国研究生数模竞赛全国二等奖6项,三等奖2项 3. 2024年指导学生获得全国大学生数学建模竞赛省一等奖1项、三等奖2项 4. 2024年指导学生获得美国大学生数学建模竞赛国际一等奖2项、国际二等奖1项 5. 2024年指导学生获得第十九届“挑战杯”全国大学生课外学术科技作品“揭榜挂帅”专项赛金奖 6. 2023年指导学生获得“华为杯”第二十届中国研究生数模竞赛全国一等奖1项,二等奖3项 7. 2023年指导学生获得全国大学生数学建模竞赛省二等奖2项、三等奖1项 8. 2023年指导学生获得美国大学生数学建模竞赛国际一等奖1项、国际二等奖1项 9. 2022 年指导学生获得第八届中国国际“互联网+”大学生创新创业大赛金奖 10. 2022年指导学生获得“华为杯”第十九届中国研究生数模竞赛全国一等奖1项,二等奖5项,三等奖2项 11. 2022年指导学生获得全国大学生数学建模竞赛国家二等奖1项、省一等奖1项、三等奖2项 12. 2022年指导学生获得美国大学生数学建模竞赛国际一等奖2项、国际二等奖1项 13. 2022年入选第二批浙江省高校领军人才培养计划(5246人才工程)高层次拔尖人才 14. 2021年指导学生获得“华为杯”第十八届中国研究生数模竞赛全国一等奖1项,二等奖4项,三等奖1项 15. 2021年指导学生获得全国大学生数学建模竞赛国家二等奖1项、省一等奖1项、省二等奖1项、三等奖1项 16. 2021年指导学生获得美国大学生数学建模竞赛国际一等奖2项 17. 2020年指导学生获得“华为杯”第十七届中国研究生数模竞赛全国二等奖4项,三等奖1项 18. 2020年指导学生获得全国大学生数学建模竞赛国家二等奖1项、省二等奖1项、三等奖2项 19. 2020年指导学生获得美国大学生数学建模竞赛国际一等奖1项、二等奖2项 20. 2019年获2018-2019学年杭州电子科技大学优秀班主任 21. 2019年指导学生获得“华为杯”第十六届中国研究生数模竞赛全国一等奖1项,二等奖1项 22. 2019年指导学生获得全国大学生数学建模竞赛省一等奖2项、二等奖1项、三等奖1项 23. 2019年指导学生获得美国大学生数学建模竞赛国际二等奖3项 24. 2018年荣获杭州电子科技大学“E路筑梦人”班主任主题班课大赛三等奖 25. 2018年指导学生获得“华为杯”第十五届中国研究生数模竞赛全国二等奖3项,三等奖2项 26. 2018年获得大连理工大学优秀博士论文 27. 2018年9月指导研究生段晨健获得中国互联网发展基金会网络安全专项基金网络安全奖学金 28. 2018年1月入选杭州电子科技大学“优秀骨干教师支持计划” 29. 2017年获中国智能体与多智能体系统研究优秀博士论文提名奖(共1人获奖,1人提名) 30. 2012年获得大连理工大学创新创业训练计划“优秀指导教师” 31.2009年至2014年指导学生获得美国大学生数学建模竞赛国际一等奖八项,二等奖三十五项,全国大学生数学建模竞赛国家级二等奖五项,省奖若干
软件成果
李凤华,郭云川,王震,王霄,段晨健, 风险演化及控制评估系统V1.0. 软著登记号:20191SR518666. 2019.5.24
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