Blockchain-Enhanced Sensor-as-a-Service (SEaaS) in IoT: Leveraging Blockchain for Efficient and Secure Sensing Data Transactions

被引:11
|
作者
Khan, Burhan Ul Islam [1 ]
Goh, Khang Wen [2 ]
Mir, Mohammad Shuaib [3 ]
Mohd Rosely, Nur Fatin Liyana [2 ]
Mir, Aabid Ahmad [4 ]
Chaimanee, Mesith [5 ]
机构
[1] Univ Malaya, Fac Comp Sci & Informat Technol, Dept Comp Syst & Technol, Kuala Lumpur 50603, Malaysia
[2] INTI Int Univ, Fac Data Sci & Informat Technol, Nilai 71800, Malaysia
[3] King Faisal Univ, Coll Business, Dept Management Informat Syst, Al Ahsaa 31982, Saudi Arabia
[4] Univ Kuala Lumpur, Malaysian Inst Informat Technol, Kuala Lumpur 50250, Malaysia
[5] Shinawatra Univ, Fac Engn & Technol, Pathum Thani 12160, Thailand
关键词
Internet of Things (IoT); Sensor-as-a-Service (SEaaS); lightweight cryptography; decentralized data-sharing; secure data transactions; blockchain-enhanced IoT; INTERNET; CHALLENGES; THINGS;
D O I
10.3390/info15040212
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As the Internet of Things (IoT) continues to revolutionize value-added services, its conventional architecture exhibits persistent scalability and security vulnerabilities, jeopardizing the trustworthiness of IoT-based services. These architectural limitations hinder the IoT's Sensor-as-a-Service (SEaaS) model, which enables the commercial transmission of sensed data through cloud platforms. This study proposes an innovative computational framework that integrates decentralized blockchain technology into the IoT architectural design, specifically enhancing SEaaS efficiency. This research contributes to an optimized IoT architecture with decentralized blockchain operations and simplified public key encryption. Furthermore, this study introduces an advanced SEaaS model featuring innovative trading operations for sensed data among diverse stakeholders. At its core, this model presents a unique blockchain-based data-sharing mechanism that manages multiple aspects, from enrollment to validation. Evaluations conducted in a standard Python environment indicate that the proposed SEaaS model outperforms existing blockchain-based data-sharing models, demonstrating approximately 40% less energy consumption, 18% increased throughput, 16% reduced latency, and a 25% reduction in algorithm processing time. Ultimately, integrating a lightweight authentication mechanism using simplified public key cryptography within the blockchain establishes the model's potential for efficient and secure data-sharing in IoT.
引用
收藏
页数:21
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