Trust-based fog-blockchain model for scalable authentication in smart cities

IF 4.6 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Computer Networks Pub Date : 2025-03-31 DOI:10.1016/j.comnet.2025.111278
Osama A. Khashan
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Abstract

In smart cities, ensuring robust authentication, security, and scalability of infrastructure presents significant challenges. Traditional centralized authentication methods expose vulnerabilities and increase energy consumption, particularly in resource-constrained IoT nodes. Moreover, existing blockchain-based authentication systems encounter substantial overhead, delays, and complexities, compromising their effectiveness in diverse environments. A critical issue in real-time smart systems is the significant authentication delays caused by the high volume of requests processed by the blockchain. To address these challenges, we propose an innovative blockchain architecture that connects distributed fog servers for seamless IoT node authentication within smart-city networks. Our model integrates trust-based analyses, encompassing the behavior and data trust evaluations of the IoT at fog servers, to fortify security by detecting malicious nodes and tampered data early in the process. This process streamlines verification by reducing the influx of untrusted data during consensus, ensuring only the most reliable data advances for blockchain operations, and enhancing efficiency and reliability. This architecture guarantees data confidentiality and integrity through lightweight encryption and digital certification. It fosters scalability, seamless communication, and information sharing among smart city entities, facilitating internetwork node identification across a spectrum of smart systems. Performance assessment of the proposed model revealed notable improvements in computation cost, execution time, and power consumption. Our findings revealed a network lifetime enhancement of up to 35 % compared with centralized and blockchain schemes. Furthermore, a security assessment confirmed the effectiveness of the model in preventing tampering and various attacks, thereby satisfying the stringent security requirements of smart cities.
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基于信任的雾区块链模型,用于智能城市中的可扩展身份验证
在智慧城市中,确保基础设施的强大身份验证、安全性和可扩展性提出了重大挑战。传统的集中式认证方法暴露漏洞并增加能耗,特别是在资源受限的物联网节点中。此外,现有的基于区块链的身份验证系统遇到了巨大的开销、延迟和复杂性,影响了它们在不同环境中的有效性。实时智能系统中的一个关键问题是由区块链处理的大量请求引起的严重身份验证延迟。为了应对这些挑战,我们提出了一种创新的区块链架构,该架构连接分布式雾服务器,在智慧城市网络中实现无缝物联网节点认证。我们的模型集成了基于信任的分析,包括雾服务器上物联网的行为和数据信任评估,通过在过程的早期检测恶意节点和篡改数据来加强安全性。该流程通过减少共识过程中不可信数据的涌入来简化验证,确保区块链操作只使用最可靠的数据,并提高效率和可靠性。该架构通过轻量级加密和数字认证保证数据的机密性和完整性。它促进了智能城市实体之间的可扩展性、无缝通信和信息共享,促进了智能系统范围内的网络节点识别。对所提出模型的性能评估显示,在计算成本、执行时间和功耗方面有显著改进。我们的研究结果显示,与集中式和区块链方案相比,网络寿命提高了35%。此外,安全评估证实了该模型在防止篡改和各种攻击方面的有效性,从而满足智慧城市严格的安全要求。
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来源期刊
Computer Networks
Computer Networks 工程技术-电信学
CiteScore
10.80
自引率
3.60%
发文量
434
审稿时长
8.6 months
期刊介绍: Computer Networks is an international, archival journal providing a publication vehicle for complete coverage of all topics of interest to those involved in the computer communications networking area. The audience includes researchers, managers and operators of networks as well as designers and implementors. The Editorial Board will consider any material for publication that is of interest to those groups.
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