Blockchain-Enabled Privacy-Preserving Location Sharing Scheme for LBSNs

计算机科学 初始化 方案(数学) 散列函数 计算机网络 位置数据 基于位置的服务 计算机安全 块链 物联网 数学 数学分析 程序设计语言
作者
Liang Zhu,Xiaowei Liu,Liping Yu,Zengyu Cai,Jianwei Zhang
出处
期刊:Mobile Information Systems [IOS Press]
卷期号:2021: 1-15 被引量:20
标识
DOI:10.1155/2021/9997887
摘要

The rise of Internet of Things (IoT) technology promotes the rapid development of location services industry. The idea of smart connectivity also provides a new direction for Location-Based Social Networks (LBSNs). However, due to limited calculate ability and internal storage space of IoT devices, historical location data of users is generally stored in the central server, which is likely to cause the disclosure of users’ private data. In this paper, we propose a Blockchain-enabled Privacy-Preserving Location Sharing (B-PPLS) scheme, which is a new framework that not only protects user location privacy but also provides effective location sharing services for users. For B-PPLS, location data owners can share the location area instead of location coordinates to Requesters, in order to realize the location privacy preserving. Also, the Merkle hash tree is utilized to divide the location area, so as to realize the multilevel privacy preserving. Furthermore, four algorithms are proposed to achieve the four stages of initialization, location record, location sharing, and location verification, respectively. Finally, we analyze the security of the proposed B-PPLS scheme and compare the performance with other related location privacy-preserving schemes by experimental evaluation.
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