An End-to-End Trust Management Framework for Crowdsourced IoT Services

IF 3.9 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Mohammed Bahutair, Athman Bouguettaya
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引用次数: 0

Abstract

We propose a novel end-to-end trust management framework for crowdsourced IoT services. The framework targets three main aspects: trust assessment, trust information credibility and accuracy, and trust information storage. We harness the usage patterns of IoT consumers to offer a trust assessment that adapts to IoT consumers’ uses. Additionally, our framework ascertains the credibility and accuracy of trust-related information before trust assessment. This is achieved by validating the data collected by IoT consumers and providers. In addition, our framework ensures the contextual fairness between IoT services and trust information. Moreover, we propose a blockchain-based trust information storage approach. Our proposed storage solution preserves the integrity and availability of trust information.

面向众包物联网服务的端到端信任管理框架
我们为众包物联网服务提出了一种新颖的端到端信任管理框架。该框架主要针对三个方面:信任评估、信任信息的可信性和准确性、信任信息的存储。我们利用物联网消费者的使用模式来提供适应物联网消费者使用的信任评估。此外,我们的框架在信任评估之前确定了信任相关信息的可信度和准确性。这是通过验证物联网消费者和供应商收集的数据来实现的。此外,我们的框架确保了物联网服务和信任信息之间的上下文公平性。此外,我们提出了一种基于区块链的信任信息存储方法。我们提出的存储解决方案保留了信任信息的完整性和可用性。
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来源期刊
ACM Transactions on Internet Technology
ACM Transactions on Internet Technology 工程技术-计算机:软件工程
CiteScore
10.30
自引率
1.90%
发文量
137
审稿时长
>12 weeks
期刊介绍: ACM Transactions on Internet Technology (TOIT) brings together many computing disciplines including computer software engineering, computer programming languages, middleware, database management, security, knowledge discovery and data mining, networking and distributed systems, communications, performance and scalability etc. TOIT will cover the results and roles of the individual disciplines and the relationshipsamong them.
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