无线传感器网络隐私保护范围查询处理技术

doi:10.3969/j.issn.1000-5641.2015.05.001

华东师范大学学报(自然科学版) ›› 2015, Vol. 2015 ›› Issue (5): 1-13.doi: 10.3969/j.issn.1000-5641.2015.05.001

• 综述论文 • 下一篇

无线传感器网络隐私保护范围查询处理技术

张晓莹^1,2，董蕾^1,2，陈红^1,2

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国家教育部重点实验室, 北京100872

收稿日期:2015-07-09 出版日期:2015-09-25 发布日期:2015-10-08
通讯作者: 陈红，女，教授，博士生导师，主要研究领域为数据库、数据仓库和无线传感器网络. E-mail:chong@ruc.edu.cn.
作者简介:张晓莹，女，博士，研究方向为无线传感器网络数据管理与隐私保护. E-mail: xiaoyingzhang1987@126.com.
基金资助:
国家自然科学基金(61070056, 61272137, 61202114)；国家高技术研究发展计划(863)(2014AA015204);高等学校学科创新引智计划(B12028)

Privacypreserving range query processing in wireless sensor networks

ZHANG Xiao-ying^1,2，DONG Lei^1,2,CHEN Hong^1,2

Received:2015-07-09 Online:2015-09-25 Published:2015-10-08

摘要/Abstract

摘要： 对无线传感器网络隐私保护范围查询处理技术的研究现状与进展进行了综述. 首先介绍研究模型，包括网络模型、攻击模型和性能评价模型. 接着，按照桶技术、前缀成员验证技术、保序加密技术等隐私保护技术对现有研究成果进行分类，详细阐述代表性协议的核心技术. 对各协议性能的分析比较表明：现有技术均未较好地实现隐私性、完整性、高效性和精确性四者之间的均衡. 最后，对未来研究方向进行了展望. 

关键词: 无线传感器网络, 范围查询, 隐私保护

Abstract: This paper provides a stateoftheart survey of privacypreserving range query processing techniques in Wireless Sensor Networks (WSNs). We first introduce the research models, including network models, adversary models and performance evaluation models. Then, we classify existing related work into several types according to privacy preservation techniques, such as Bucketing Scheme, Prefix Membership Verification, and Orderpreserving Encryption. We further elaborate the key mechanisms of typical protocols. Performance analysis and comparison show that existing work cannot balance privacy, integrity, efficiency and accuracy. Finally, we provide some suggestions for future research.

Key words: wireless sensor networks, range query, privacy preservation

中图分类号:

Q948

张晓莹，董蕾，陈红. 无线传感器网络隐私保护范围查询处理技术[J]. 华东师范大学学报(自然科学版), 2015, 2015(5): 1-13.

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无线传感器网络隐私保护范围查询处理技术

Privacypreserving range query processing in wireless sensor networks

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