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Privacy-preserving multi-hop profile-matching protocol for proximity mobile social networks

机译:邻近移动社交网络的隐私保护多跳配置文件匹配协议

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摘要

Proximity-based mobile social networks (PMSNs) enable users to easily discover and foster social interactions with others through user-profile matching. The user profiles in PMSNs contain sensitive personal information and an occasional leak will violate people's privacy. Hence, it is a major concern. In this paper, we propose a privacy-preserving multi-hop profile-matching protocol for PMSNs. The proposed protocol allows users to customize their own matching preference and to make the matching results more precise. Unlike the state-of-the-art profile matching approaches that focus only within a single-hop, the proposed approach makes profile matching within several hops. Moreover, analysis of the security and performance indicates that the proposed protocol achieves secure and privacy-preserving friend discovery with higher efficiency. It executes in less time and consumes less energy than other related protocols.
机译:基于接近度的移动社交网络(PMSN)使用户可以通过用户配置文件匹配轻松发现并促进与他人的社交互动。 PMSN中的用户个人资料包含敏感的个人信息,偶尔的泄露会侵犯人们的隐私。因此,这是一个主要问题。在本文中,我们提出了一种用于PMSN的保护隐私的多跳配置文件匹配协议。所提出的协议允许用户自定义他们自己的匹配首选项,并使匹配结果更加精确。与仅关注单跳的最新配置文件匹配方法不同,所提出的方法在几跳内进行配置文件匹配。此外,对安全性和性能的分析表明,所提出的协议以更高的效率实现了安全和隐私保护的朋友发现。与其他相关协议相比,它执行时间更少,消耗的能量更少。

著录项

  • 来源
    《Future generation computer systems》 |2017年第3期|222-233|共12页
  • 作者单位

    School of Information Science and Engineering, Central South University, Changsha 410083, China,School of Electronics and Information Engineering, Hunan University of Science and Engineering, Yongzhou 425199, China;

    School of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, China;

    Faculty of Science, Engineering and Built Environment, Deakin University, VIC 3220, Australia;

    School of Information Science and Engineering, Central South University, Changsha 410083, China,School of Computer Science and Educational Software, Guangzhou University, Guangzhou 510006, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Profile-matching; Friend discovery; Privacy-preserving; Dot product;

    机译:配置文件匹配;朋友发现;隐私保护;点积;

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