面向物联网分散数据市场的隐私感知认证和使用受控访问协议

IF 4.8 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Computers & Security Pub Date : 2024-08-08 DOI:10.1016/j.cose.2024.104050
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引用次数: 0

摘要

如今,数据无处不在、功能强大且价值不菲。随着工业物联网(IIoT)基础设施的大量投入使用,尽管数据还处于组织孤岛状态,但数据已经非常丰富。数据市场应运而生,通过与感兴趣的买家进行交易,实现数据货币化。虽然集中式市场很常见,但它们由少数人控制,而且不透明。去中心化的数据市场可以使费率、交易条款和对参与者的精细控制民主化。然而,在这样的市场中,确保隐私和安全至关重要。现有的数据交换方案在验证过程中依赖于可信的第三方进行密钥管理,并依赖于 "一次性 "授权方法。本文为物联网数据市场提出了一种用户授权、隐私感知、身份验证和使用受控的访问协议。所提出的协议利用了自主身份(SSI)概念,并基于去中心化标识符(DID)和可验证凭证(VC)标准。DID 赋予买方权力,让他们完全控制自己的身份。买方使用 VC 验证和证明其主张,以安全地访问数据。拟议的协议还实施了动态用户撤销政策。基于使用控制的访问可在数据交换过程中提供安全的持续授权。详细的性能和安全分析表明了该协议的可行性。
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A privacy-aware authentication and usage-controlled access protocol for IIoT decentralized data marketplace

Data is ubiquitous, powerful and valuable today. With vast instalments of Industrial Internet-of-Things (IIoT) infrastructure, data is in abundance albeit sitting in organizational silos. Data Marketplaces have emerged to allow monetization of data by trading it with interested buyers. While centralized marketplaces are common, they are controlled by few and are non-transparent. Decentralized data marketplaces allow the democratization of rates, trading terms and fine control to participants. However, in such a marketplace, ensuring privacy and security is crucial. Existing data exchange schemes depend on a trusted third party for key management during authentication and rely on a ‘one-time-off’ approach to authorization. This paper proposes a user-empowered, privacy-aware, authentication and usage-controlled access protocol for IIoT data marketplace. The proposed protocol leverages the concept of Self-Sovereign Identity (SSI) and is based on the standards of Decentralized Identifier (DID) and Verifiable Credential (VC). DIDs empower buyers and give them complete control over their identities. The buyers authenticate and prove claims to access data securely using VC. The proposed protocol also implements a dynamic user-revocation policy. Usage-controlled based access provides secure ongoing authorization during data exchange. A detailed performance and security analysis is provided to show its feasibility.

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来源期刊
Computers & Security
Computers & Security 工程技术-计算机:信息系统
CiteScore
12.40
自引率
7.10%
发文量
365
审稿时长
10.7 months
期刊介绍: Computers & Security is the most respected technical journal in the IT security field. With its high-profile editorial board and informative regular features and columns, the journal is essential reading for IT security professionals around the world. Computers & Security provides you with a unique blend of leading edge research and sound practical management advice. It is aimed at the professional involved with computer security, audit, control and data integrity in all sectors - industry, commerce and academia. Recognized worldwide as THE primary source of reference for applied research and technical expertise it is your first step to fully secure systems.
期刊最新文献
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