利用 IOTA 和使用控制为物联网带来隐私、安全和性能

IF 1.8 4区 计算机科学 Q3 TELECOMMUNICATIONS
Nathanael Denis, Sophie Chabridon, Maryline Laurent
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引用次数: 0

摘要

物联网(IoT)带来了收集和分析数据的新方法,以开发满足或预测用户需求的应用程序。这些数据可能对隐私敏感,需要高效的隐私保护机制。物联网是一个规模空前的分布式系统,给性能和安全性带来了挑战。传统的区块链可以提供去中心化和强大的安全保证,从而成为一种解决方案。然而,对于大规模物联网系统来说,它们的效率和可扩展性都不够高,而且由于交易成本高和交易率不足,为保护区块链隐私而设计的现有工具(如硬币混合)效果有限。本文提供了一个基于多种技术的框架,以满足物联网对隐私、安全和性能的要求。该框架的基础是 IOTA 技术,它是区块链的衍生技术,依靠有向无环图来创建交易,而不是线性链。随着越来越多的用户加入网络,IOTA 可以提高交易吞吐量,使网络具有可扩展性,从而提高分布式账本的性能。由于 IOTA 并非为保护隐私而设计,因此我们采用了隐私保护机制对其进行补充:避免合并和分散混合。最后,通过引入使用控制机制,用户可以监控其数据的使用和传播,从而加强隐私保护。我们提出了一个概念验证,以证明拟议框架的可行性。对这一概念验证进行了性能测试,结果表明该框架可以在资源受限的设备上运行,并且能在合理的时间内完成。这一贡献的独创性还在于将 IOTA 节点集成到使用控制系统中,以支持尽可能接近需要隐私的对象。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Bringing privacy, security and performance to the Internet of Things using IOTA and usage control

Bringing privacy, security and performance to the Internet of Things using IOTA and usage control

The Internet of Things (IoT) is bringing new ways to collect and analyze data to develop applications answering or anticipating users’ needs. These data may be privacy-sensitive, requiring efficient privacy-preserving mechanisms. The IoT is a distributed system of unprecedented scale, creating challenges for performance and security. Classic blockchains could be a solution by providing decentralization and strong security guarantees. However, they are not efficient and scalable enough for large scale IoT systems, and available tools designed for preserving privacy in blockchains, e.g. coin mixing, have a limited effect due to high transaction costs and insufficient transaction rates. This article provides a framework based on several technologies to address the requirements of privacy, security and performance of the Internet of Things. The basis of the framework is the IOTA technology, a derivative of blockchains relying on a directed acyclic graph to create transactions instead of a linear chain. IOTA improves distributed ledger performance by increasing transaction throughput as more users join the network, making the network scalable. As IOTA is not designed for privacy protection, we complement it with privacy-preserving mechanisms: merge avoidance and decentralized mixing. Finally, privacy is reinforced by introducing usage control mechanisms for users to monitor the use and dissemination of their data. A Proof of Concept is proposed to demonstrate the feasibility of the proposed framework. Performance tests are conducted on this Proof of Concept, showing the framework can work on resource-constrained devices and within a reasonable time. The originality of this contribution is also to integrate an IOTA node within the usage control system, to support privacy as close as possible to the objects that need it.

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来源期刊
Annals of Telecommunications
Annals of Telecommunications 工程技术-电信学
CiteScore
5.20
自引率
5.30%
发文量
37
审稿时长
4.5 months
期刊介绍: Annals of Telecommunications is an international journal publishing original peer-reviewed papers in the field of telecommunications. It covers all the essential branches of modern telecommunications, ranging from digital communications to communication networks and the internet, to software, protocols and services, uses and economics. This large spectrum of topics accounts for the rapid convergence through telecommunications of the underlying technologies in computers, communications, content management towards the emergence of the information and knowledge society. As a consequence, the Journal provides a medium for exchanging research results and technological achievements accomplished by the European and international scientific community from academia and industry.
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