李晋国

[English] [Google Scholar]

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教授，硕士生导师

上海电力大学人工智能学部副主任，上海市信息学会理事、中国计算机学会高级会员，曾任计算机科学与技术学院副院长、2023-24 CCF YOCSEF上海副主席。

主要研究方向为应用密码学、网络安全、可信人工智能、智能电网人工智能。

主持国家自然科学基金、中国航空无线电电子研究所、国网上海电科院、国网上海电力设计有限公司等多项课题，在国内外重要期刊会议发表60余篇论文，相关成果申请了10余项软件著作权和专利，并实现科研成果转化近百万元，承担IEEE Transactions on Dependable and Secure Computing, IEEE transactions on Communications，IEEE Internet of Things Journal, INFOCOM，ICC, 《中国科学》，《计算机学报》等期刊和国际会议审稿人。

联系方式：
上海市浦东新区沪城环路1851号
上海电力大学人工智能学部
计电大楼B404室
lijg_AT_shiep.edu.cn

教育工作经历 

2025.10 - 今 上海电力大学 人工智能学部 副主任
2019.10 - 2025.09 上海电力大学 计算机学院 副院长
2014.10 - 今 上海电力大学 讲师、副教授、教授
2024.09 - 2025.09 上海交通大学 电子信息与电气工程学院 访问学者
2008.09 - 2014.06 湖南大学 博士（硕博连读）
2003.09 - 2007.06 湖南大学 学士

研究兴趣 

                      应用密码学 
                      网络安全 
                      可信人工智能 
                      智能电网人工智能 

招生意向

欢迎有良好编程和数学基础的同学加入项目组，希望能与有激情、有韧性、坚持不懈的同学共事。

代表论文

完整列表：[Google Scholar]

  • Jinguo Li, Delong Cui, Junqin Huang, Linghe Kong. Pattern-Hiding Encrypted Multi-Maps With Support for Join Queries. IEEE Transactions on Information Forensics and Security, 2025, 20: 11876-11891.(SCI, CCF推荐A类期刊)

  • Jinguo Li, Yan Yan, Kai Zhang, Chunlin Li, Peichun Yuan. PCIR: Privacy‐Preserving Convolutional Neural Network Inference With Rapid Responsiveness. Computational Intelligence, 2025, 41(2): e70030.(SCI)

  • Ping Meng, Jinguo Li, Chao Sun, Yi Li, et al. MSBC-Net: Automatic rectal cancer segmentation from MR scans. Multimedia Tools and Applications, 2025, 84(9): 6571-6592.(SCI)

  • Jinguo Li, Mengli Lu, Jin Zhang, Jing Wu. Aldp-fl: an adaptive local differential privacy-based federated learning mechanism for IoT. International Journal of Information Security, 2025, 24(1): 23.(SCI)

  • Jinguo Li, Yin He, Kai Zhang, Peichun Yuan, Jie Yu. Fuzzy Multi-Keyword Search for Multi-Owner Scenario in IoV. IEEE Transactions on Vehicular Technology, 2025, 74(4): 5698-5712. (SCI 2区)

  • Zhentao Long, Kai Zhang, Jinguo Li, Pengfei Wu, Jianting Ning. Verifiable and Privacy-Enhanced Authorized Keyword Search for Mobile Cloud Storage. IEEE Internet of Things Journal, 2025, 12(6): 7348-7359. (SCI 2区)

  • Jinguo Li, Yun Ni, Jin Zhang, Jie Yu, Yin He. A Contract-Based Privacy-Preserving Longitudinal Data Trading Mechanism for IoT. IEEE Internet of Things Journal, 2024, 11(24): 40897-40908. (SCI 1区)

  • Kai Zhang, Xiaobing Shi, Jinguo Li, Yi Wu, Jianting Ning. TRA-PS: Accountable data Pub/Sub service with fast and fine-grained controllable subscription. Journal of Systems Architecture 153, 103197. (SCI, CCF推荐B类期刊)

  • Shuangquan Chen, Jinguo Li, Kai Zhang, Aoran Di, Mengli Lu. Privacy-Preserving Breast Cancer Prediction Based on Logistic Regression. The Computer Journal, 2024, 67(8): 2667–2676. (SCI, CCF推荐B类期刊)

  • Zhiyuan Gao, Jinguo Li, Liangliang Wang, Yin He, Peichun Yuan. CM-UTC: A Cost-sensitive Matrix based Method for Unknown Encrypted Traffic Classification. The Computer Journal, 2024, 67 (7): 2441–2452. (SCI, CCF推荐B类期刊)

  • Zhaoliang Lin, Jinguo Li. FedEVCP: Federated Learning-Based Anomalies Detection for Electric Vehicle Charging Pile. The Computer Journal, 2024, 67(4): 1521-1530.(SCI, CCF 推荐B类期刊)

  • Yun Ni, Jinguo Li, Wenming Chang, Jifei Xiao. A LDP-based privacy-preserving longitudinal and multidimensional range query scheme in IOT. IEEE Internet of Things Journal, 2024, 11(3), 5210-5221.(SCI 1区)

  • Jinguo Li, Yan Yan, Kai Zhang, Chunlin Li, Peichun Yuan. FPCNN: A fast privacy-preserving outsourced convolutional neural network with low-bandwidth. Knowledge-Based Systems, 2024, 283: 111181.(SCI 1区)

  • Xiwen Wang, Kai Zhang, Jinguo Li, Mi Wen, Shengmin Xu, Jianting Ning. Non-interactive Boolean Searchable Asymmetric Encryption With Bilateral Access Control. The Computer Journal, 2024, 67(1): 179-194.(SCI, CCF 推荐B类期刊)

  • Chunlin Li, Jinguo Li, Kai Zhang, Yan Yan and Jianting Ning. Verifiable Cloud-Based Data Publish-Subscribe Service With Hidden Access Policy. IEEE Transactions on Cloud Computing, 2023, 11(4): 3737-3749.(SCI 2区)

  • Jinhu Yu, Yue Han, Kai Zhang, Siyuan Chen, Jinguo Li. Blockchain-Based Privacy-Preserving Sensor Data Sharing with Fine-Grained Authorization in Microgrid[J]. Security and Communication Networks, 2023. (SCI, CCF 推荐C类期刊)

  • LiJian Liu, Jinguo Li. A Blockchain-assisted Collaborative Ensemble Learning for Network Intrusion Detection, IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom). Wuhan China, 2022: 1042-1047.（CCF推荐C类会议）

  • Zhe Sun, Jinguo Li. Anomaly Detection for CPS via Memory-Augmented Reconstruction and Time Series Prediction, IEEE 19th International Conference on Mobile Ad Hoc and Smart Systems (MASS). Denver, Colorado, USA, 2022: 530-536.（CCF推荐C类会议）

  • Yingchun Chen, Jinguo Li, Naiwang Guo. Efficient and interpretable SRU combined with TabNet for network intrusion detection in the big data environment. International Journal of Information Security, 2023, 22(3): 679-689.(SCI)

  • Yi Li, Jinguo Li, Ping Meng. Attention-YOLOV4: a real-time and high-accurate traffic sign detection algorithm. Multimedia Tools and Applications, 2023, 82(5): 7567-7582. (SCI, CCF 推荐C类期刊)

  • Qingfeng Ding, Jinguo Li. AnoGLA: An efficient scheme to improve network anomaly detection. Journal of Information Security and Applications, 2022, 66: 103149.（SCI, CCF推荐C类期刊）

  • Jinguo Li, Mi Wen, Kai Zhang. Cloud-assisted secure and conjunctive publish/subscribe service in smart grids. IET Information Security, 2020, 14(4): 470-481. (CCF 推荐C类期刊)

  • Pengpeng Ding, Jinguo Li, Liangliang Wang, Mi Wen, Yuyao Guan. HYBRID-CNN: An Efficient Scheme for Abnormal Flow Detection in the SDN-Based Smart Grid. Security and Communication Networks, vol. 2020, https://doi.org/10.1155/2020/8850550. (CCF 推荐C类期刊)

  • Jinguo Li, Mi Wen, Kui Wu, Kejie Lu, Fengyong Li, Hongjiao Li. Secure, flexible and high-efficient similarity search over encrypted data in multiple clouds. Peer-to-Peer Networking and Applications, 2019, 12(4): 893-911. (CCF 推荐C类期刊)

  • Xuankai Wang, Mi Wen, Jinguo Li, Zipeng Fu, Rongxing Lu, Kefei Chen. Adversarial attack against scene recognition system for unmanned vehicles. ACM Turing Celebration Conference-China. Chengdu, China, 2019, 1-6. (Best Paper)

  • Jinguo Li, Mi Wen, Kejie Lu, Chunhua Gu. PIMRS: Achieving Privacy and Integrity-preserving Multi-owner Ranked-keyword Search over Encrypted Cloud Data. Security and Communication Networks, 2016, 9(16): 3765-3776. (CCF 推荐C类期刊，SCI Q3)

  • Jinguo Li, Mi Wen, and Tao Zhang. Group-based authentication and key agreement with dynamic policy updating for MTC in LTE-A Networks. IEEE Internet of Things Journal, 2016, 3(3): 408-417. (SCI 1区)

  • Jinguo Li, Mi Wen, Chunhua Gu, Hongwei Li. PSS: Achieving High-efficiency and Privacy-preserving Similarity Search in Multiple Clouds. In Proc. of IEEE Inte. Conf. on Communications (ICC 2016). Kuala Lumpur, Malaysia, 2016, 1-6. (CCF推荐C类会议)

  • 李晋国, 田秀霞, 周傲英. 面向DaaS保护隐私的模糊关键字查询. 计算机学报，2016, 39(2): 414-428. (一级学报，重点期刊)

  • Jinguo Li, Yaping Lin, Mi Wen, Chunhua Gu, Bo Yin. Secure and Verifiable Multi-owner Ranked-Keyword Search in Cloud Computing. In Proc. of Wireless Algorithms, Systems, and Applications (WASA 2015). Qufu, China, 2015, 325-334. (CCF推荐C类会议)

  • 李睿, 李晋国, 陈浩. 两层传感器网络中安全分类协议研究. 通信学报, 2015, 36(2): 56-67.(一级学报，重点期刊)

  • Jinguo Li, Yaping Lin, Gang Wang, Rui Li, Bo Yin. Privacy and Integrity Preserving Skyline Queries in Tiered Sensor Networks. Security and Communication Networks, 2014, 7(7): 1177-1188. (CCF 推荐C类期刊，SCI Q3，IF: 1.067)

  • 李晋国，林亚平，李睿，周四望. 车载自组织网络中基于椭圆曲线零知识证明的匿名安全认证机制. 通信学报，2013, 34(5): 52-61. (一级学报，重点期刊)

  • 朱宁波，李晋国. 一种基于遗传算法的DCT域鲁棒水印技术. 湖南大学学报: 自然科学版, 2011, 38(4): 77-82.

  • 李睿，林亚平，李晋国. 两层传感器网络中一种高效的加密数据条件聚合协议研究. 通信学报，2012, 33(12): 58-68.(一级学报，重点期刊)

    • 科研项目

  • 电力系统感知与韧性主动调控研究，上海航殿建筑规划设计有限公司，主持，2025.12-2027.10

  • 面向电算协同的异构算子图多维能耗测算模型构建方法研究，上海电力大学科创基金，主持，2025.12-2027.10

  • 面向电力5G切片安全技术的研究，上海物盾信息科技有限公司，主持，2023.06-2023.08

  • C919显示系统驻留功能测试验证技术服务，中国航空无线电电子研究所，主持，2021.04-2022.04

  • 面向多云存储的安全访问机制关键技术研究，国家自然科学基金，主持，编号：61702321，2018.01-2020.12

  • DaaS模式下的安全数据查询技术研究，上海高校青年教师培养资助计划，主持，编号：ZZsdl15152，2016.01-2017.12

  • 海量数据的安全排名查询机制研究，上海电力学院人才启动基金，主持，编号：K2015-008，2015.03-2017.03

  • 数据库服务中数据的隐私保护及可控性关键技术研究，国家自然科学基金，参与，编号：61772327，2018.01-2021.12

  • 智能电网中数据的隐私保护与可用性关键技术研究，国家自然科学基金，参与，编号：61572311，2016.01-2019.12

  • 面向电网监测的无线传感器网络性能优化机制研究，国家自然科学基金，参与，编号：61572310，2016.01-2019.12

  • 面向智能电网互动用电信息质量的数据安全关键技术研究，上海市科委项目，参与，编号：15110500700，2015.11-2018.10

  • 面向云存储的多源数据安全查询机制和算法研究，国家自然科学基金，参与，编号：61472125，2015.01-2018.12

  • 云计算平台下的数据安全访问机制研究，国家自然科学基金，参与，编号：61370226，2014.01-2017.12

  • 车辆协作通信快变信道建模及联合同步与信道估计的研究，国家自然科学基金，参与，编号：61371115，2014.01-2017.12

  • 两层结构传感器网络中的安全查询机制研究，国家自然科学基金，参与，编号：61173038，2012.01-2015.12

  • 视频传感器网络中基于交织嵌入的图像传输机制研究，教育部博士点基金，参与，编号：20100161110025，2011.01-2013.12

  • 上海电力大学研究生课程建设及教改教研项目--《安全技术与密码协议》课程建设，上海电力学院教改项目，主持，编号：YKJ-2017004，2017.04-2018.04