張少波簡介
時間:2022-07-04 訪問量:
張少波,博士,教授,博士生導師,2003网站太阳集团高層次人才“學術帶頭人”、湘江學者“拔尖人才”,湘潭市高層次人才,連續四年入選全球前2%頂尖科學家,CCF高級會員,IEEE、ACM和中國密碼學會會員,中國中文信息學會大數據安全與隐私計算專業委員會委員、先後獲中南大學計算機科學與技術博士學位,國防科技大學軟件工程博士後。現任2003网站太阳集团計算科學與人工智能研究所所長,國家自然科學基金項目通訊評審專家、國家科技計劃項目評審專家、廣東省基金項目評審專家、湖南省高校科學研究項目咨詢評審專家。
近年來,在ACM CSUR、IEEE TDSC、IEEE TII、IEEE TIV、IEEE IOT Journal、INS、JSA、JPDC、FGCS、《軟件學報》、《計算機研究與發展》、《通信學報》、《電子學報》等期刊和國際會議上發表SCI&EI收錄論文100餘篇,其中入選ESI高被引論文12篇、獲湘潭市自然科學優秀論文3篇,論文被引用2000餘次;授權國家發明專利10項,軟件著作權38項;先後主持國家自然科學基金面上項目、教育部人文社科規劃基金、湖南省自然科學基金面上項目、湖南省科技計劃項目、湖南省教育廳重點項目及優秀青年項目、湖南省社科成果評審會課題、中國電子科技集團公司高校合作項目等課題10餘項。獲湖南省教學成果獎一等獎2項、湖南省計算機學會科學技術獎三等獎1項;出版學術專著和省級教材4部;指導學生獲得省級科研創新項目3項、參加省大學生計算機作品賽、省人工智能創新大賽等各類省級以上科技比賽獲獎30餘項。
目前指導研究生12名,主要研究數據安全與隐私保護,包括人工智能安全、隐私保護機器學習、大數據隐私保護、雲計算安全、物聯網安全、隐私計算等。歡迎對本方向感興趣,具有較強上進心、勤奮刻苦、能全身心投入研究的同學加入。同時與多家公司建立合作關系,提供良好的實習和就業機會。
一、主持的部分科研項目:
[1] 國家自然科學基金面上項目“邊緣移動服務自适應隐私分級保護模型及關鍵技術研究” (編号:62272162)2023年01月-2026年12月
[2] 教育部人文社會科學研究規劃基金項目“協同治理視角下移動社交網絡用戶多維隐私保護研究”(編号:22YJAZH155)2022年09月-2024年08月
[3] 湖南省自然科學基金面上項目“面向不均衡數據的公平個性化聯邦學習方法研究”(編号:2025JJ50398)2025年01月-2027年12月
[4] 湖南省社會科學評審課題“生成式人工智能視域下的數據風險與治理研究”(編号:XSP25YBZ104)2025年01月-2027年12月
[5] 湖南省自然科學基金面上項目“移動社交網絡中面向多維的用戶隐私保護技術研究”(編号:2020JJ4317)2020年01月-2022年12月
[6] 湖南省創新型省份建設“信息技術進社區”科普專題項目(編号:2020ZK4032) 2020年11月-2021年10月
[7] 湖南省教育廳重點科研項目 “位置服務中基于混淆的用戶自适應隐私保護技術研究”(編号:21A0318)2021年09月-2023年12月
[8] 湖南省教育廳優秀青年科研項目 “移動社交網絡中面向隐私保護的用戶好友查詢方法研究”( 編号:18B200) 2018年09月-2020年12月
[6] 中國電子科技集團公司第五十四所高校合作項目(編号:D*20**)2020年01月-2021年12月
[10] 國家中央高校基本科研專項資金資助項目“基于位置服務的軌迹隐私保護技術研究”( 編号:2016zzts058)2018年06月-2020年05月
二、發表的部分學術論文:
[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. 57(4)87: 1-35, 2025. ( SCI檢索期刊, IF: 23.80, 中科院/JCR 1區, Top期刊)
[2] Shaobo Zhang, Wenli Chen, Xiong Li, Qin Liu and Guojun Wang.APBAM: Adversarial Perturbation-driven Backdoor Attack in Multimodal Learning.Information Sciences. 700:121847, 2025. (SCI檢索期刊, IF: 6.0, 中科院/JCR 1區, CCF B類, Top期刊)
[3] 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檢索期刊, IF: 11.10, 中科院/JCR 1區, CCF C類, Top期刊)
[4] 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檢索期刊, IF: 5.836, JCR 1區, CCF B類, Top期刊)
[5] 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檢索期刊, IF: 7.307, JCR 1區, CCF C類, Top期刊)
[6] 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檢索期刊, IF:5.91, 中科院/JCR 1區, CCF B類, Top期刊, 入選ESI高被引論文)
[7] 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檢索期刊, IF: 5.768, JCR 1區, CCF C類, Top期刊, 入選ESI高被引論文)
[8] 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檢索期刊, IF:5.863, 中科院/JCR 1區, Top期刊)
[9] 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檢索期刊, IF:4.639, JCR 1區, CCF C類, Top期刊, 入選ESI高被引論文)
[10] 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檢索期刊, IF: 11.648, 中科院/JCR 1區, Top期刊)
[11] 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檢索期刊, IF:7.307, JCR 1區, CCF C類, Top期刊)
[12] 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檢索期刊, IF: 11.648, 中科院/JCR 1區, Top期刊)
[13] 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檢索期刊, IF: 7.307, JCR 1區, CCF C類, Top期刊)
[14] 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檢索期刊, IF: 8.233, 中科院/JCR 1區, CCF B類, Top期刊)
[145] 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檢索期刊, IF: 10.238, 中科院/JCR 1區, Top期刊)
[16] 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檢索期刊, IF: 5.009, JCR 1區)
[17] 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檢索期刊, IF: 4.542, JCR 1區, CCF B類)
[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檢索期刊, IF: 5.033, JCR 1區, 入選ESI高被引論文)
[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檢索期刊, IF: 8.233, 中科院/JCR 1區, CCF B類, Top期刊, 入選ESI高被引論文)
[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檢索期刊, IF: 5.836, JCR 1區, CCF B類)
[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檢索期刊, IF: 5.033, JCR 1區)
[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檢索期刊, IF: 5.836, JCR 1區, CCF B類)
[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檢索期刊, IF:8.233, 中科院/JCR 1區, CCF B類, 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檢索期刊, IF:5.047, JCR 1區, CCF C類)
[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檢索期刊, IF:4.542, JCR 1區, CCF B類)
[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檢索期刊, IF:7.3, JCR 1區, CCF A類)
[27] 張少波, 張激勇, 朱更明, 龍賽琴, 李哲濤. 基于Bregman散度和差分隐私的個性化聯邦學習方法. 軟件學報. 35(11): 5249-5262, 2024. (EI檢索, T1類頂級期刊)
[28] 張少波, 王國軍, 劉琴, 劉建勳. 基于多匿名器的軌迹隐私保護方法. 計算機研究與發展. 56(3): 576-584, 2019. (EI檢索, T1類頂級期刊)
[29] 張少波, 劉琴, 王國軍. 基于位置混淆的軌迹隐私保護方法. 通信學報. 39(7): 81-91, 2018. (EI檢索, T1類頂級期刊)
[30] 張少波, 原劉傑, 毛新軍, 朱更明. 基于本地差分隐私的K-modes聚類數據隐私保護方法. 電子學報. 50(9): 2181-2188, 2022. (EI檢索, T1類頂級期刊)
三、學術服務情況:
[1] 擔任IEEE Transactions on Information Forensics & Security、IEEE Transactions on Knowledge and Data Engineering、IEEE Transactions on Services Computing、IEEE Communications Magazine、IEEE Transactions on Industrial Informatics、Transactions on Intelligent Transportation Systems、IEEE Internet of Things Journal、IEEE system journal、Information Sciences、Journal of Systems Architecture、Future Generation Computer Systems、Journal of Network and Computer Applications等SCI期刊的審稿專家。
[2] 擔任Smart-World 2017、ISPA 2017、SpaCCS 2018、TrustData 2018、iSCI 2019、DependSys 2019、 SpaCCS 2020、IEEE TrustCom 2020、ICA3PP 2021、IEEE DIKW2021、UbiSec 2022、TrustData2022、INFOCOM 2023 AidTSP等國際會議的PC Member。
[3] 組織承辦The 10th IEEE International Workshop on Security in e-Science and e-Research (ISSR 2018) 、ISSR 2019和 ISSR 2020國際會議,擔任General Chair。
[4] 擔任《通信學報》、《計算機研究與發展》、《電子學報》、《電子與信息學報》、《信息安全學報》等國内期刊審稿專家。