An attribute-based access control scheme using blockchain technology for IoT data protection

IF 3.2 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS High-Confidence Computing Pub Date : 2024-04-09 DOI:10.1016/j.hcc.2024.100199
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引用次数: 0

Abstract

With the wide application of the Internet of Things (IoT), storing large amounts of IoT data and protecting data privacy has become a meaningful issue. In general, the access control mechanism is used to prevent illegal users from accessing private data. However, traditional data access control schemes face some non-ignorable problems, such as only supporting coarse-grained access control, the risk of centralization, and high trust issues. In this paper, an attribute-based data access control scheme using blockchain technology is proposed. To address these problems, attribute-based encryption (ABE) has become a promising solution for encrypted data access control. Firstly, we utilize blockchain technology to construct a decentralized access control scheme, which can grant data access with transparency and traceability. Furthermore, our scheme also guarantees the privacy of policies and attributes on the blockchain network. Secondly, we optimize an ABE scheme, which makes the size of system parameters smaller and improves the efficiency of algorithms. These optimizations enable our proposed scheme supports large attribute universe requirements in IoT environments. Thirdly, to prohibit attribute impersonation and attribute replay attacks, we design a challenge-response mechanism to verify the ownership of attributes. Finally, we evaluate the security and performance of the scheme. And comparisons with other related schemes show the advantages of our proposed scheme. Compared to existing schemes, our scheme has more comprehensive advantages, such as supporting a large universe, full security, expressive policy, and policy hiding.

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利用区块链技术保护物联网数据的基于属性的访问控制方案
随着物联网(IoT)的广泛应用,存储大量物联网数据和保护数据隐私已成为一个有意义的问题。一般来说,访问控制机制用于防止非法用户访问隐私数据。然而,传统的数据访问控制方案面临着一些不可忽视的问题,如仅支持粗粒度访问控制、集中化风险和高信任问题等。本文提出了一种利用区块链技术的基于属性的数据访问控制方案。为了解决这些问题,基于属性的加密(ABE)已成为加密数据访问控制的一种有前途的解决方案。首先,我们利用区块链技术构建了一种去中心化的访问控制方案,该方案可以透明、可追溯地授予数据访问权限。此外,我们的方案还能保证区块链网络中策略和属性的隐私性。其次,我们优化了 ABE 方案,使系统参数的大小更小,并提高了算法的效率。这些优化使我们提出的方案能够支持物联网环境中的大型属性宇宙需求。第三,为了禁止属性冒充和属性重放攻击,我们设计了一种挑战-响应机制来验证属性的所有权。最后,我们对方案的安全性和性能进行了评估。与其他相关方案的比较显示了我们提出的方案的优势。与现有方案相比,我们的方案具有更全面的优势,如支持大宇宙、全面安全、策略表现力强、策略隐藏等。
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CiteScore
4.70
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