导师队伍

您所在位置: 首页 > 导师队伍

张少波简介

81fc3d3d4d3b486698bfbdf043af1db0.png 


张少波,博士,教授,湖南科技大学高层次人才“学术带头人”,湘潭市高层次人才,入选全球前2%顶尖科学家榜单,CCF高级会员,IEEE、ACM和中国密码学会会员,中国中文信息学会大数据安全与隐私计算专业委员会委员、先后获中南大学计算机科学与技术博士学位,国防科技大学软件工程博士后。现任湖南科技大学计算科学与人工智能研究所所长,国家自然科学基金项目通讯评审专家、国家科技计划项目评审专家、广东省基金项目评审专家、湖南省高校科学研究项目咨询评审专家。


            近年来,在ACM CSUR、IEEE TDSCIEEE TIIIEEE TIVIEEE IOT JournalINSJSAJPDCFGCS、《软件学报》《计算机研究与发展》、《通信学报》、《电子学报》等期刊和国际会议上发表SCI&EI收录论文100余篇,其中入选ESI高被引论文12篇、获湘潭市自然科学优秀论文3篇,论文被引用2000余次;授权国家发明专利10项,软件著作权38项;先后主持国家自然科学基金面上项目、教育部人文社科规划基金、湖南省自然科学基金面上项目、湖南省科技计划项目、湖南省教育厅重点项目及优秀青年项目、湖南省社科成果评审会课题、中国电子科技集团公司高校合作项目等课题10余项。获湖南省教学成果奖一等奖2项、湖南省计算机学会科学技术奖三等奖1项;出版学术专著和省级教材4部;指导学生获得省级科研创新项目3项、参加省大学生计算机作品赛、省人工智能创新大赛等各类省级以上科技比赛获奖22项。


目前指导研究生12名,主要研究数据安全与隐私保护,包括人工智能安全、隐私保护机器学习、大数据隐私保护、云计算安全、物联网安全、隐私计算等。欢迎对本方向感兴趣,具有较强上进心、勤奋刻苦、能全身心投入研究的同学加入。同时与多家公司建立合作关系,提供良好的实习和就业机会。


联系方式shaobozhang@hnust.edu.cn


一、主持的部分科研项目:

[1] 国家自然科学基金面上项目边缘移动服务自适应隐私分级保护模型及关键技术研究(编号:622721622023年01-202612

[2] 教育部人文社会科学研究规划基金项目“协同治理视角下移动社交网络用户多维隐私保护研究”(编号:22YJAZH1552022年09-2024年08

[3] 湖南省自然科学基金面上项目“移动社交网络中面向多维的用户隐私保护技术研究”(编号:2020JJ43172020年01-202212

[4] 湖南省创新型省份建设“信息技术进社区”科普专题项目(编号:2020ZK4032202011-202110

[5] 湖南省教育厅重点科研项目 位置服务中基于混淆的用户自适应隐私保护技术研究(编号:21A03182021年09-202312

[6] 湖南省教育厅优秀青年科研项目 移动社交网络中面向隐私保护的用户好友查询方法研究( 编号:18B2002018年09-202012

[7] 中国电子科技集团公司第五十四所高校合作项目(编号:D*20**2020年01-202112

[8] 国家中央高校基本科研专项资金资助项目基于位置服务的轨迹隐私保护技术研究( 编号:2016zzts0582018年06-2020年05


二、发表的部分学术论文:

[1] Shaobo Zhang, Yimeng Pan, Qin Liu, Zheng Yan, Kim-Kwang Raymond Choo and Guojun Wang. Backdoor Attacks and Defenses Targeting Multi-Domain AI Models: A Comprehensive Review. ACM Computing Surveys. https://doi.org/10.1145/3704725.  ( SCI检索期刊, IF: 23.80, 中科院/JCR 1, Top期刊)

[2] Shaobo Zhang, Qi Liu, Tian Wang, Wei Liang, Kuan-Ching Li and Guojun Wang. FSAIR: Fine-Grained Secure Approximate Image Retrieval for Mobile Cloud Computing. IEEE Internet of Things Journal, 13(11): 23297-23308, 2024. ( SCI检索期刊, IF: 11.10, 中科院/JCR 1, CCF C, Top期刊)

[3] Shaobo Zhang, Yuechao Wang, Entao Luo, Qin Liu, Ke Gu and Guojun Wang. A Traceable and Revocable Decentralized Multi-authority Privacy Protection Scheme for Social Metaverse. Journal of Systems Architecture, 140: 1-12, 2023. ( SCI检索期刊, IF: 5.836, JCR 1, CCF B, Top期刊)

[4] Shaobo Zhang, Tao Guo, Qin Liu, Entao Luo, Kim-Kwang Raymond Choo and Guojun Wang. ALPS: Achieving Accuracy-aware Location Privacy Service via Assisted Regions. Future Generation Computer Systems. 145:189-199, 2023. ( SCI检索期刊, IF: 7.307, JCR 1, CCF C, Top期刊)

[5] Shaobo Zhang, Xinjun Mao, Kim-Kwang Raymond Choo, Tao Peng and Guojun Wang. A Trajectory Privacy-preserving Scheme Based on A Dual-K Mechanism for Continuous Location-based Services. Information Sciences. 527: 406-419, 2020. (SCI检索期刊, IF:5.91, 中科院/JCR 1, CCF B, Top期刊, 入选ESI高被引论文)

[6] Shaobo Zhang, Xiong Li, Zhiyuan Tan, Tao Peng and Guojun Wang. A Caching and Spatial K-anonymity Driven Privacy Enhancement Scheme in Continuous Location-Based Services. Future Generation Computer Systems. 94:40-50, 2019. ( SCI检索期刊, IF: 5.768, JCR 1, CCF C, Top期刊, 入选ESI高被引论文)

[7] Shaobo Zhang, Guojun Wang, Md Zakirul Alam Bhuiyan and Qin Liu. A Dual Privacy Preserving Scheme in Continuous Location-based Services. IEEE Internet of Things Journal. 5(5): 4191-4200, 2018. (SCI检索期刊, IF:5.863, 中科院/JCR 1, Top期刊)

[8] Shaobo Zhang, Kim-Kwang Raymond Choo, Qin Liu and Guojun Wang. Enhancing Privacy Through Uniform Grid and Caching in Location-based Services. Future Generation Computer Systems. 86: 881-892, 2018. (SCI检索期刊, IF:4.639, JCR 1, CCF C, Top期刊, 入选ESI高被引论文)

[9] Wen Mo, Wei Liu, Guosheng Huang, Naixue Xiong, Anfeng Liu and Shaobo Zhang. A Cloud-Assisted Reliable Trust Computing Scheme for Data Collection in Internet of Things. IEEE Transactions on Industrial Informatics. 18(7): 4969-4980, 2022. (SCI检索期刊, IF: 11.648, 中科院/JCR 1, Top期刊)

[10] Jiayi Yu, Zeyuan Li, Naixue Xiong, Shaobo Zhang, Anfeng Liu and Athanasios V.Vasilakos. A Reliability and Truth-aware Based Online Digital Data Auction Mechanism for Cybersecurity in MCS. Future Generation Computer Systems. 141: 526-541, 2023. ( SCI检索期刊, IF:7.307, JCR 1, CCF C, Top期刊)

[11] Jingpu Liang, Wei Liu, Neal N. Xiong, Anfeng Liu and Shaobo Zhang. An Intelligent and Trust UAV-Assisted Code Dissemination 5G System for Industrial Internet-of-Things. IEEE Transactions on Industrial Informatics. 18(4): 2877-2889, 2022. (SCI检索期刊, IF: 11.648, 中科院/JCR 1, Top期刊)

[12] Wen Mo, Zeyuan Li, Zhiwen Zeng, Neal N. Xiong, Shaobo Zhang and Anfeng Liu. SCTD: A Spatiotemporal Correlation Truth Discovery Scheme for Security Management of Data Platform. Future Generation Computer Systems. 139: 109-125, 2023. (SCI检索期刊, IF: 7.307, JCR 1, CCF C, Top期刊)

[13] Rui Zhang, Zeyuan Li, Neal N.Xiong, Shaobo Zhang and Anfeng Liu. TDTA: A Truth Detection Based Task Assignment Scheme for Mobile Crowdsourced Industrial Internet of Things. Information Sciences. 610: 246-265, 2022. (SCI检索期刊, IF: 8.233, 中科院/JCR 1, CCF B, Top期刊)

[14] Jing Bai, Zhiwen Zeng, Tian Wang, Shaobo Zhang, Neal N. Xiong and Anfeng Liu. TANTO: An Effective Trust based Unmanned Aerial Vehicle Computing System for the Internet-of-Things. IEEE Internet of Things Journal. 2022. DOI: 10.1109/JIOT.2022.3150765 (SCI检索期刊, IF: 10.238, 中科院/JCR 1, Top期刊)

[15] Run Liu, Zhenzhe Qu, Guosheng Huang, Mianxiong Dong, Tian Wang, Shaobo Zhang and Anfeng Liu. DRL-UTPS: DRL-based Trajectory Planning for Unmanned Aerial Vehicles for Data Collection in Dynamic IoT Network. IEEE Transactions on Intelligent Vehicles. 1-14, 2022. (SCI检索期刊, IF: 5.009, JCR 1)

[16] Shun Liu, Qiang Yang, Shaobo Zhang, Tian Wang and Neal N. Xiong. MIDP: An MDP-based Intelligent Big Data Processing Scheme for Vehicular Edge Computing. Journal of Parallel and Distributed Computing. 167: 1-17, 2022. (SCI检索期刊, IF: 4.542, JCR 1, CCF B)

[17] Jialin Guo, Guosheng Huang, Qiang Li, Neal N. Xiong, Shaobo Zhang and Tian Wang. STMTO: A Smart and Trust Multi-UAV Task Offloading System. Information Sciences. 573: 519-540, 2021. (SCI检索期刊, IF: 8.233, 中科院/JCR 1, CCF B, Top期刊)

[18] Shaobo Huang, Anfeng Liu, Shaobo Zhang, Tian Wang and Naixue Xiong. BD-VTE: A Novel Baseline Data Based Verifiable Trust Evaluation Scheme for Smart Network Systems. IEEE Transactions on Network Science and Engineering, 8(3): 2087-2105, 2021. (SCI检索期刊, IF: 5.033, JCR 1, 入选ESI高被引论文)

[19] Ting Li, Anfeng Liu, Shaobo Zhang, Tian Wang and Neal N. Xiong. A Trustworthiness-based Vehicular Recruitment Scheme for Information Collections in Distributed Networked Systems. Information Sciences, 545: 65-81, 2021. (SCI检索期刊, IF: 8.233, 中科院/JCR 1, CCF B, Top期刊, 入选ESI高被引论文)

[20] Qin Liu, Zhengzheng Hao, Yu Peng, Hongbo Jiang, Jie Wu, Tao Peng, Guojun Wang and Shaobo Zhang. SecVKQ: Secure and Verifiable KNN Queries in Sensor-cloud Systems. Journal of Systems Architecture. 120, 2021. (SCI检索期刊, IF: 5.836, JCR 1, CCF B)

[21] Rui Zhang, Shaobo Zhang, Tian Wang and Neal Xiong. A Class of Differential Data Processing-Based Data Gathering Schemes in Internet of Things. IEEE Transactions on Network Science and Engineering. 8(4): 3113-3128, 2021. (SCI检索期刊, IF: 5.033, JCR 1)

[22] Jiawei Guo, Haoyang Wang, Wei Liu, Guosheng Huang, Jinsong Gui and Shaobo Zhang. A Lightweight Verifiable Trust Based Data Collection Approach for Sensor-cloud Systems. Journal of Systems Architecture. 119, 2021. (SCI检索期刊, IF: 5.836, JCR 1, CCF B)

[23] Leilei Du, Kenli Li, Qin Liu, Zhiqiang Wu and Shaobo Zhang. Dynamic Multi-Client Searchable Symmetric Encryption with Support for Boolean Queries. Information Sciences. 506: 234-257, 2020. (SCI检索期刊, IF:8.233, 中科院/JCR 1, CCF B, Top期刊)

[24] Xiao Liu, Tian Wang, Shaobo Zhang and Xuxun Liu. Artificial Intelligence Aware and Security-enhanced Traceback Technique in Mobile Edge Computing. Computer Communications. 161: 375-386, 2020. (SCI检索期刊, IF:5.047, JCR 1, CCF C)

[25] Qin Liu, Panlin Hou, Guojun Wang, Tao Peng and Shaobo Zhang. Intelligent Route Planning on Large Road Networks with Efficiency and Privacy. Journal of Parallel and Distributed Computing. 133: 93-106, 2019. (SCI检索期刊, IF:4.542, JCR 1, CCF B

[26] Qin Liu, Yu Peng, Qian Xu, Hongbo Jiang,Jie Wu, Tian Wang, Tao Peng, Guojun Wang and Shaobo Zhang. MARS: Enabling Verifiable Range-Aggregate Queries in Multi-Source Environments. IEEE Transactions on Dependable and Secure Computing. DOI 10.1109/TDSC.2023.3299337. (SCI检索期刊, IF:7.3, JCR 1, CCF A

[27] 张少波, 张激勇, 朱更明, 龙赛琴, 李哲涛. 基于Bregman散度和差分隐私的个性化联邦学习方法. 软件学报. 35(11): 5249-5262, 2024. (EI检索, T1类顶级期刊)

[28] 张少波, 王国军, 刘琴, 刘建勋. 基于多匿名器的轨迹隐私保护方法. 计算机研究与发展. 56(3): 576-584, 2019. (EI检索, T1类顶级期刊)

[29] 张少波, 刘琴, 王国军. 基于位置混淆的轨迹隐私保护方法. 通信学报. 39(7): 81-91, 2018. (EI检索, T1类顶级期刊)

[30] 张少波, 原刘杰, 毛新军, 朱更明. 基于本地差分隐私的K-modes聚类数据隐私保护方法. 电子学报. 50(9): 2181-2188, 2022. (EI检索, T1类顶级期刊)


三、学术服务情况:

[1] 担任IEEE Transactions on Information Forensics & SecurityIEEE Transactions on Knowledge and Data Engineering、IEEE Transactions on Services ComputingIEEE Communications MagazineIEEE Transactions on Industrial Informatics、Transactions on Intelligent Transportation Systems、IEEE Internet of Things JournalIEEE system journalInformation SciencesJournal of Systems ArchitectureFuture Generation Computer SystemsJournal of Network and Computer ApplicationsSCI期刊的审稿专家。

[2] 担任Smart-World 2017ISPA 2017SpaCCS 2018TrustData 2018iSCI 2019DependSys 2019SpaCCS 2020IEEE TrustCom 2020ICA3PP 2021IEEE DIKW2021UbiSec 2022TrustData2022INFOCOM 2023 AidTSP等国际会议的PC Member

[3] 组织承办The 10th IEEE International Workshop on Security in e-Science and e-Research (ISSR 2018) ISSR 2019ISSR 2020国际会议,担任General Chair

[4] 担任《通信学报》、《计算机研究与发展》、《电子学报》、《电子与信息学报》、《信息安全学报》等国内期刊审稿专家。