近5年部分代表性论文：
期刊：
[J24]郭晶晶，刘玖樽，马勇，刘志全，熊宇鹏，苗可，李佳星，马建峰,基于模型水印的联邦学习后门攻击防御方法，计算机学报, 47(3): 662-676,2024Paper Link
[J23] Zhiquan Liu, Lin Wan,Jingjing Guo*, Feiran Huang, Xia Feng, Libo Wang, and Jianfeng Ma, PPRU: A Privacy-Preserving Reputation Updating Scheme for Cloud-Assisted Vehicular Networks,IEEE Transactions on Vehicular Technology, published online, 2023（中科院2区，TOP，影响因子：6.8), DOI: 10.1109/TVT.2023.3340723Paper Link
[J22] Zhiquan Liu, Lin Wan, Yong Ma,Jingjing Guo, et al., Establishing Trustworthy and Privacy-Preserving SAGIVNs in 6G: Architectures, Requirements, and Solutions,IEEE Network Magazine, DOI: 10.1109/MNET.2023.3335974, 2023 (中科院2区，影响因子：9.8), DOI: 10.1109/MNET.2023.3335974Paper Link
[J21]Jingjing Guo, Zhiquan Liu, Siyi Tian, Feiran Huang, Jiaxing Li, Xinghua Li, Kostromitin Konstantin Igorevich, Jianfeng Ma, TFL-DT: A Trust Evaluation Scheme for Federated Learning in Digital Twin for Mobile Networks,IEEE Journal on Selected Areas in Communication, 41(11):3548 - 3560, 2023. (中科院1区，CCF A, 影响因子：16.4)Paper Link(高被引)
[J20] Bin Luo, Xinghua Li, Ximeng Liu,Jingjing Guo, Yanbing Ren, Siqi Ma, Jianfeng Ma, D2MTS: Enabling Dependable Data Collection with Multiple Crowdsourcers Trust Sharing in Mobile Crowdsensing,IEEE Transactions on Knowledge and Data Engineering, 2023. （中科院2区，CCF A, 影响因子：8.6）Paper Link
[J19]Jingjing Guo, Liangcheng Xiong, Jiaxing Li, Jiuzun Liu, Siyi Tian, Haiyang Li; An incentive mechanism for horizontal federated learning based on principle of compound interest,Physical Communication60 (2023) 102128. (SCI, EI, DOI: 10.1016/j.phycom.2023.102128)Paper Link
[J18] Jianbin Mai, Yongdong Wu, Zhiquan Liu,Jingjing Guo, Zuobin Ying, Xin Chen, Shunyan Cui. Anomaly Detection Method for Vehicular Network Based on Collaborative Deep Support Vector Data Description,Physical Communication, 2023, 56: 101940. (SCI, EI, DOI: 10.1016/j.phycom.2022.101940)
[J17]李海洋;郭晶晶*;刘玖樽;刘志全；隐私保护的拜占庭鲁棒联邦学习算法，西安电子科技大学学报，网络出版，2023.Paper Link
[J16]Jingjing Guo, Haiyang Li, Feiran Huang, Yanguo Peng, Zhiquan Liu, Xinghua Li, Jianfneg Ma, Varun G Menon, Konstantin Igorevich Kostromitin.ADFL: A Poisoning Attack Defense Framework for Horizontal Federated Learning.IEEE Transactons on Industrial Informatics, 18(10): 6526 - 6536, 2022（中科院1区，影响因子：10.215）Paper Link
[J15]Jingjing Guo, Huamin Gao, Zhiquan Liu, Feiran huang, Junwei Zhang, Xinghua Li, Jianfeng Ma. ICRA: An Intelligent Clustering Routing Approach for UAV Ad Hoc Networks.IEEE Transactions on Intelligent Transportation Systems, 24(2):2447 - 2460,2023（中科院1区，影响因子：6.319）Paper Link
[J14]Jingjing Guo, Xuliang Wei, Yuling Zhang, Jianfeng Ma, Huamin Gao, Libo Wang, Zhiquan Liu . Anti-tampering scheme of evidence transfer information in judicial system based on blockchain.Security and Communication Networks, 2022, accepted. DOI: 10.1155/2022/5804109 (SCI, CCF推荐)
[J13]郭晶晶，高华敏，刘志全，王立波，张兴隆. 面向无人机自组网的路由消息完整性保护方法. 航空科学技术，2022.04，to be appeared.
[J12]Zhiquan Liu,Jingjing Guo*, Feiran Huang, Donghong Cai, Yongdong Wu, Xin Chen, Kostromitin Konstantin Igorevich. Lightweight Trustworthy Message Exchange in Unmanned Aerial Vehicle Networks.IEEE Transactions on Intelligent Transportation Systems, 24(2):2144 - 2157, 2023（中科院1区，影响因子：6.319）Paper Link
[J11]Zhiquan Liu, Jian Weng,Jingjing Guo*, Jianfeng Ma, Feiran Huang, Heng Sun, and Yudan Cheng, PPTM: A Privacy-Preserving Trust Management Scheme for Emergency Message Dissemination in Space-Air-Ground Integrated Vehicular Networks,IEEE INTERNET OF THINGS JOURNAL, 2021, accepted. (DOI: 10.1109/JIOT.2021.3060751)（中科院1区，影响因子：9.515）
[J10] Zhiquan Liu, Feiran Huang*, Jian Weng, Kun Cao, Yinbin Miao,Jingjing Guo, Yongdong Wu. BTMPP: Balancing Trust Management and Privacy Preservation for Emergency Message Dissemination in Vehicular Networks.IEEE Internet of Things Journal, 2020. (DOI: 10.1109/JIOT.2020.3037098)（中科院1区，影响因子：9.515）
[J9]Jingjing Guo, Xinghua Li, Zhiquan Liu, Jianfeng Ma, Chao Yang, Junwei Zhang, Dapeng Wu, TROVE: A Context Awareness Trust Model for VANETs Using Reinforcement Learning,IEEE INTERNET OF THINGS JOURNAL, 2020, DOI:10.1109/JIOT.2020.2975084（中科院1区，影响因子：9.515）paper link
[J8] B. Luo, X. Li, J. Weng,J. Guoand J. Ma, "Blockchain Enabled Trust-Based Location Privacy Protection Scheme in VANET," inIEEE Transactions on Vehicular Technology, vol. 69, no. 2, pp. 2034-2048, Feb. 2020. (中科院2区，影响因子：5.339)
[J7] Zhiquan Liu, Jian Weng, Jianfeng Ma,Jingjing Guo, Bingwen Feng, Zhongyuan Jiang, Kaimin Wei. TCEMD: A Trust Cascading-Based Emergency Message Dissemination Model in VANETs.IEEE Internet of Things Journal, 2019. DOI: 10.1109/JIOT.2019.2957520 （中科院1区，影响因子：9.515）
[J6]Jingjing Guo, Jianfeng Ma, Xinghua Li, Tao Zhang, Zhiquan Liu, A Situational Awareness Trust Evolution Model for Mobile Devices in D2D Communication. IEEE Access 6: 4375-4386 (2018) (中科院2区，影响因子：4.098)
[J5] Chao Yang, Junwei Zhang,Jingjing Guo, Yu Zheng, Li Yang, Jianfeng Ma, Fingerprint Protected Password Authentication Protocol. Security and Communication Networks 2019: 1694702:1-1694702:12 （中科院4区，影响因子：1.116）
[J4]Jingjing Guo, Jianfeng Ma, Xinxin Guo, Xinghua Li, Junwei Zhang, Tao Zhang, Trust-based service composition and selection in service oriented architecture. Peer-to-Peer Networking and Applications 11(5): 862-880 (2018)(中科院4区，影响因子：1.724)
[J3] Qi Gao, Junwei Zhang, Jianfeng Ma, Chao Yang,Jingjing Guo, Yinbin Miao, LIP-PA: A Logistics Information Privacy Protection Scheme with Position and Attribute-Based Access Control on Mobile Devices. Wireless Communications and Mobile Computing 2018: 9436120:1-9436120:14 (2018)(中科院4区，影响因子：1.388)
[J2]Hai Liu, Xinghua Li, Jianfeng Ma, Mengfan Xu,Jingjing Guo, Reconstruction methodology for rational secret sharing based on mechanism design. SCIENCE CHINA Information Sciences 60(8): 088101:1-088101:3 (2017)（中科院2区，影响因子:2.182）
[J1]Jingjing Guo, Jianfeng Ma, Xinghua Li, Junwei Zhang, Tao Zhang, An Attribute-Based Trust Negotiation Protocol for D2D Communication in Smart City Balancing Trust and Privacy. J. Inf. Sci. Eng. 33(4): 1007-1023 (2017)（中科院4区，影响因子：）
国际会议：
[C5] Yanguo Peng, Rongqiao Liu, Xiyue Gao,Jingjing Guo,Luyuan Huang, Yaofeng Tu. SecCT: Secure and scalable count query models on encrypted genomic data. 28th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2023), 24-27, OCT, 2023, Singapore.
[C4] Yudan Cheng, Donghong Cai*, Zhiquan Liu*,Jingjing Guo, Feiran Huang, Runchuan Li, Lin Wan. PPTD: A Privacy-Preserving Truth Discovery Scheme in Mobile Crowdsensing. 2023 International Conference on Intelligent Control and Computing (IC&C 2023), 2023, to be published. (EI:, DOI:, Best Paper Award)
[C3] Tao Zhang, Yongzhi Wang, Guangxia Li,Jingjing Guo, Qi Li, Reputation Propagation for Web Service Composition: A Shapley Value Approach, 2017 International Conference on Networking and Network Applications (NaNA 2017).
[C2]Jingjing Guo, Christian Damsgaard Jensen, Jianfeng Ma, Feasibility study of context-awareness device comfort calculation methods and their application to comfort-based access control. SAC 2016: 2202-2209.
[C1]Jingjing Guo, Christian Damsgaard Jensen, Jianfeng Ma, Continuous Context-Aware Device Comfort Evaluation Method. IFIPTM 2015: 203-211.
部分授权专利：
[1]郭晶晶,高华敏,马建峰,刘志全,李兴华,魏旭亮.一种无人机自组织网络的路由建立方法及系统,国家发明专利,专利号: ZL202110019348.5,申请日期: 2021-01-07,授权日期：2022-10-25
[2]郭晶晶,李海洋,刘玖樽,熊良成,田思怡,马建峰,高华敏.一种联邦学习中异常节点的检测方法及系统,国家发明专利,专利号:ZL202110020440.3,申请日期:2021-01-07,授权日期:2022-10-04
[3]郭晶晶,高华敏,刘志全,黄斐然,魏林锋.一种无人机自组织网络的路由安全保护方法及系统,国家发明专利,专利号:ZL202110851751.4,申请日期:2021-07-27,授权日期:2022-08-26
[4]郭晶晶,马建峰,刘志全,杨腾飞,孟倩,侯高攀,张涛.一种车载自组网环境下面向内容的信任评估系统及方法,国家发明专利,专利号:ZL201910735254.0,申请日期:2019-08-09,授权日期:2021-07-27
[5]郭晶晶,刘玖樽,魏林锋,黄斐然,刘志全.一种横向联邦学习系统中拜占庭节点的检测方法及系统,国家发明专利,申请号:CN202110851735.5,专利号：ZL202110851735.5，申请日期:2021-07-27,授权日期:2023-08-28
[6]郭晶晶，张玉玲，魏旭亮，马建峰，李兴华，刘志全，高华敏.基于区块链的刑事案件证据流转记录的管理方法及系统,国家发明专利，专利号:ZL202011052778.9，申请日期: 2020-09-29，授权日期：2023-11-17
[7]郭晶晶，熊良成，马建峰，李兴华，刘玖樽，李海洋，田思怡，高华敏，一种横向联邦学习系统用户节点的激励方法及系统,国家发明专利，专利号:ZL202110218159.0，申请日期:2021-02-26，授权日期：2024-05-07
[8] 李兴华,李小强,王运维,任彦冰,胡中元,王航,张俊伟,郭晶晶.区块链构建方法、系统、存储介质、计算机设备及应用,国家发明专利,专利号:ZL202010769437.7,申请日期:2020-08-03,授权日期:2022-05-03
[9] 李兴华,王运帷,王航,黄晓明,李小强,任彦冰,张俊伟,姜奇,杨超,杨力,郭晶晶,苗银宾.面向飞行任务无人机区块链建立方法、系统、设备、终端,国家发明专利,专利号：ZL202111048010.9,申请日期：2021-9-8,授权日期：2022-9-30
[10] 刘志全,万琳,王立波,李润川,孙恒,蔡东洪,魏林锋,郭晶晶.一种无人机网络中的轻量级可信消息交换方法及系统,国家发明专利,专利号：ZL202111531335.2,申请日期：2021-12-15,授权日期：2023-4-28
[11] 刘志全,李润川,殷菊笠,万琳,孙恒,蔡东洪,魏林锋,郭晶晶.一种无人机网络中轻量级、隐私保护的信任评估方法及系统,国家发明专利,专利号: ZL202111460499.0,申请日期: 2021-12-02,授权日期: 2022-11-29
[12] 杨超,闫志成,张俊伟,郭晶晶,马建峰.基于多口令身份鉴别的WLAN接入访问控制系统及方法,国家发明专利,专利号:ZL201910043594.7,申请日期:2019-01-17,授权日期:2021-07-27
[13] 杨超,潘晓波,马建峰,李兴华,杨力,郭晶晶,马宝林,张晓涵,智一方.基于异常感知的异构控制器集群业务主动变迁系统及方法,国家发明专利,专利号:ZL201910502456.0,申请日期:2019-06-11,授权日期:2021-05-18
部分申请专利：
[1]郭晶晶，田思怡，唐波，徐华伟，李乐言，刘志全，徐贵泓.一种机器学习参与方的信任度评估方法、系统、设备及介质，申请号：2023114780135，申请日期：2023-11-07
[2]郭晶晶，刘昌，刘志全，马勇，徐贵泓.一种个性化差分隐私场景下高可用的联邦学习方法、系统及设备，申请号: CN 2023107672070，申请日期:2023-06-27
[3]郭晶晶，李佳星，马勇，刘志全，熊宇鹏. 一种针对联邦学习中参与方贡献评估的方法、系统、设备及介质，国家发明专利，申请号: CN 202310767210.2，申请日期: 2023-06-27
[4]郭晶晶，熊宇鹏，马勇，刘志全，李佳星.一种基于DCT的联邦学习拜占庭参与方检测方法、系统、设备及介质，国家发明专利，申请号:CN202310767215.5，申请日期:2023-06-27
[5]郭晶晶，刘玖樽，马勇，苗可，刘志全. 一种隐私保护的横向联邦学习安全聚合方法、系统、设备及介质，国家发明专利，申请号: CN 2023106574225，申请日期: 2023-06-05
[6]郭晶晶，苗可，刘玖樽，刘志全.一种纵向联邦学习中投毒攻击的防御方法、系统、设备及介质,国家发明专利，申请号: CN 2023104421969，申请日期:2023-04-23
[7]郭晶晶，李海洋，马勇，刘志全，熊宇鹏.一种基于LSTM的联邦学习拜占庭节点检测方法，国家发明专利，申请号: CN 2023104811832，申请日期:2023-04-28
[8]郭晶晶，熊良成，刘志全，李佳星.一种横向联邦学习中参与方的贡献度评估方法，国家发明专利，申请号:CN202310211598.8，申请日期:2023-03-07
[9]郭晶晶，田思怡，刘志全，徐贵泓.一种面向横向联邦学习的信任管理方法,国家发明专利，申请号:CN202310212015.3，申请日期:2023-03-07
[10]李乐平，郭晶晶，徐贵泓. 一种轻量级隐私保护和完整性验证的联邦学习方法、系统、设备及介质，申请号：2023112715875，申请日期：2023-09-28
[11] 李乐平，郭晶晶，刘昌.一种基于差分隐私的联邦学习模型完整性验证方法、系统、设备及介质，申请号：2023112685526，申请日期：2023-09-28
[12]郭晶晶，叶非凡，徐华伟，唐波，李乐言，邵诗韵，刘志全，李兴华. 一种车载域集中式架构下的自适应安全车载通信方法、系统、设备及介质，申请号：2024103627827，申请日期：2024-03-28
[13]郭晶晶，唐波，徐华伟，李乐言，叶非凡，杜永超，周弘历. 一种自适应跳频的 RKE 安全通信方法、系统、设备及介质，申请号：2024103632702，申请日期：2024-03-28