摘要
针对移动互联网环境下位置服务的隐私保护问题,基于双线性对性质和k-匿名的思想,提出了一个高服务质量的隐私增强方案。通过终端在欧几里德距离环形区域内均匀生成2k个虚假位置,利用位置熵、位置分散度和地图背景信息从中筛选出k-1个虚假位置,进而达到更优的k-匿名效果。通过安全性分析,方案不仅满足隐私性、匿名性、不可伪造性等安全特性,而且能够抗查询服务追踪攻击。仿真实验表明,方案虚假位置节点选取具有更优的均匀度,同时在假节点生成和选取效率方面也有所提高。
Aiming at the privacy protection problem of location service in mobile Internet environment, this paper proposed a high quality of service privacy enhancement scheme based on bilinear pairing property and anonymity. The terminal generated 2k evenly distributed false locations in the ring area of Euclidean distance. According to location entropy, location dispersion and map background information, the terminal screens superior k-1 false locations from them to achieve better k -anonymity. Through the security analysis, the scheme not only satisfied the privacy, anonymity, unforgeability etc., but also could resist query service tracking attack. The simulation experiments show that the selection of false position nodes in this scheme has a better uniformity, and the efficiency of the false node generation and selection is also improved.
作者
宋成
张亚东
彭维平
闫玺玺
Song Cheng;Zhang Yadong;Peng Weiping;Yan Xixi(School of Computer Science & Technology, Henan Polytechnic University, Jiaozuo Henan 454003, China)
出处
《计算机应用研究》
CSCD
北大核心
2019年第5期1529-1532,共4页
Application Research of Computers
基金
国家自然科学基金青年基金资助项目(61300124
61300216)
河南省科技攻关计划项目(132102210123)
关键词
基于位置的服务
双线性对
K-匿名
隐私保护
location-based services
bilinear pairings
k -anonymity
privacy protection