无线传感器网络隐私保护数据聚集技术  

State-of-the-art survey of privacy-preserving data aggregation in wireless sensor networks

作　　者：张晓莹[1,2] 彭辉 陈红[1,2] ZHANG Xiaoying;PENG Hui;CHEN Hong(School of Information,Renmin University of China,Beijing 100872,China;Key Laboratory Data Engineering and Knowledge Engineering of Ministry of Education,Renmin University of China,Beijing 100872,China;The Fifth Electronic Research Institute of MIIT,Guangzhou 510000,China)

机构地区：[1]中国人民大学信息学院,北京100872 [2]中国人民大学数据工程与知识工程教育部重点实验室,北京100872 [3]工业和信息化部电子第五研究所,广东广州510000

出　　处：《通信学报》2018年第10期130-142,共13页Journal on Communications

基　　金：国家自然科学基金资助项目(No.61532021;No.61772537;No.61772536;No.61702522);国家重点研究发展计划基金资助项目(No.2016YFB1000702)~~

摘　　要：对无线传感器网络隐私保护数据聚集技术的研究现状与进展进行了综述。首先介绍研究相关的基础知识,包括网络模型、攻击模型和性能评估指标;然后按照同态加密、数据扰动、切分重组、泛化、安全多方计算等隐私保护技术对现有研究成果进行分类,详细阐述了具有代表性的协议的核心技术,对比分析了的各协议的性能;最后,对未来研究方向进行了展望。A state-of-the-art survey of privacy-preserving data aggregation techniques in wireless sensor networks was reviewed.Firstly,preliminaries were introduced,including network models,adversary models,and performance evaluation metrics.Secondly,existing related work was classified into several types according to privacy preservation techniques,such as homomorphic encryption,data perturbation,slicing-mixing technique,generalization,secure multiparty computation,and the key mechanisms of typical protocols were elaborated and analyzed.Finally,the promising future research directions were discussed.

关 键 词：隐私保护 数据聚集 无线传感器网络 物联网 

分 类 号：TP393[自动化与计算机技术—计算机应用技术]