物联网环境的分散访问控制

Charalampos Savvaidis, Christos Patsonakis, G. Stavropoulos, Anastasia Kassiani Blitsi, Iordanis Papoutsoglou, K. Votis, D. Tzovaras
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引用次数: 0

摘要

随着物联网的日益普及,物联网对企业和个人产生了深远的影响。安全性和可伸缩性是扩展采用的关键主题。网络攻击每年都在增加,机器学习等新兴技术的加入带来了更加复杂的漏洞。访问控制可以通过适当的权限管理减轻安全威胁。由于其灵活性,XACML是在IoT等异构环境中执行复杂策略的合适方法。此外,区块链的数据不变性和可用性等优势可以帮助为物联网建立一个值得信赖的访问控制系统。区块链可以支持去中心化的策略评估架构,避免策略评估的单点故障,从而增强物联网网络的安全性。智能合约适应访问控制策略的评估,以提供具有一致结果的分散和防篡改系统。本文提出了一种遵循XACML标准的分散访问控制方法,并利用智能合约实现访问控制决策评估。描述了实现对复杂现实环境的影响。参考实现在很大程度上是可扩展的,因为它在包括区块链之上的服务方面具有灵活性,例如访问决策的审计机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Decentralising Access Control for IoT Environment
IoT has a profound impact on businesses and individuals with growing adoption. Security and scalability are key subjects for scaling the adoption. Cyber attacks increase each year, and the emerging technologies' addition such as Machine Learning introduce vulnerabilities with additional complexity. Access control can mitigate security threats with proper rights management. XACML is an appropriate way to enforce complex policies in heterogeneous environments like IoT due to its flexibility. Furthermore, the blockchain's advantages like data immutability and availability can aid in building a trustworthy access control system for IoT. Blockchain can support a de-centralised architecture for policy evaluation and avoid single points of failure for the policy evaluation resulting in enhanced security of the IoT network. Smart contracts accommodate the access control policies' evaluation for delivering a decentralised and tamper-proof system with consistent outcomes. This paper proposes a decentralised access control approach following the XACML standard and enabling the access control decision evaluation using smart contracts. The implementation's impact on a complex real-world environment is described. The reference implementation is extensible to a great degree as it has flexibility in including services on top of the blockchain, such as an audit mechanism on the access decisions.
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