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A Novel Location Privacy-Preserving Approach Based on Blockchain

机译:一种新的基于区块链的位置隐私保护方法

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摘要

Location-based services (LBS) bring convenience to people’s lives but are also accompanied with privacy leakages. To protect the privacy of LBS users, many location privacy protection algorithms were proposed. However, these algorithms often have difficulty to maintain a balance between service quality and user privacy. In this paper, we first overview the shortcomings of the existing two privacy protection architectures and privacy protection technologies, then we propose a location privacy protection method based on blockchain. Our method satisfies the principle of k-anonymity privacy protection and does not need the help of trusted third-party anonymizing servers. The combination of multiple private blockchains can disperse the user’s transaction records, which can provide users with stronger location privacy protection and will not reduce the quality of service. We also propose a reward mechanism to encourage user participation. Finally, we implement our approach in the Remix blockchain to show the efficiency, which further indicates the potential application prospect for the distributed network environment.
机译:基于位置的服务(LBS)为人们的生活带来了便利,但同时也伴随着隐私泄露。为了保护LBS用户的隐私,提出了许多位置隐私保护算法。但是,这些算法通常难以在服务质量和用户隐私之间保持平衡。本文首先概述了现有两种隐私保护架构和隐私保护技术的不足,然后提出了一种基于区块链的位置隐私保护方法。我们的方法满足k-匿名性隐私保护的原理,并且不需要受信任的第三方匿名服务器的帮助。多个私有区块链的组合可以分散用户的交易记录,这可以为用户提供更强大的位置隐私保护,并且不会降低服务质量。我们还提出了一种奖励机制来鼓励用户参与。最后,我们在Remix区块链中实施我们的方法以显示效率,这进一步表明了分布式网络环境的潜在应用前景。

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