RiceChain-Plus: an enhanced framework for blockchain-based rice supply chain systems-ensuring security, privacy, and efficiency.

IF 3.5 4区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
PeerJ Computer Science Pub Date : 2025-06-11 eCollection Date: 2025-01-01 DOI:10.7717/peerj-cs.2926
Bello Musa Yakubu, Abdullah Abdulrahman Alabdulatif, Pattarasinee Bhattarakosol
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引用次数: 0

Abstract

The rice supply chain is a complex system that demands effective management to ensure reliability and efficiency, given the involvement of multiple stakeholders. Blockchain technology, with its decentralized and tamper-resistant nature, offers a promising solution for improving transparency, traceability, and credibility in agricultural supply chains. However, existing blockchain systems face several technological challenges, including security vulnerabilities, privacy concerns, and performance limitations. To address these issues, this article presents RiceChain-Plus, an enhanced architecture that incorporates a private Ethereum blockchain, proof of authority (PoA) consensus mechanism, mutual authentication, zero-knowledge proofs (ZKPs), a hybrid role-based access control (RBAC) and attribute-based access control (ABAC) system, and one-way hash functions. This approach enhances the rice supply chain's security, privacy, and efficiency by safeguarding sensitive data and ensuring confidentiality. Performance assessments show that RiceChain-Plus surpasses existing benchmark models, achieving the lowest average execution costs (44,634 gas), reduced energy consumption (9.38828E-05 J), higher throughput (0.071201 transactions/s), faster execution (44.5 ms), and quicker transaction times (14.045 s), while also improving scalability. A comprehensive security analysis further confirms the framework's resilience against various cyberattacks. These results highlight RiceChain-Plus as a secure, efficient, and effective solution for optimizing rice supply chain operations.

rice chain- plus:基于区块链的大米供应链系统的增强框架,确保安全、隐私和效率。
大米供应链是一个复杂的系统,考虑到多个利益相关者的参与,需要有效的管理来确保可靠性和效率。区块链技术具有去中心化和防篡改的特性,为提高农业供应链的透明度、可追溯性和可信度提供了一个有希望的解决方案。然而,现有的区块链系统面临着一些技术挑战,包括安全漏洞、隐私问题和性能限制。为了解决这些问题,本文介绍了rice - chain - plus,这是一种增强的架构,它集成了私有以太坊区块链、权威证明(PoA)共识机制、相互认证、零知识证明(ZKPs)、基于角色的混合访问控制(RBAC)和基于属性的访问控制(ABAC)系统,以及单向哈希函数。这种方法通过保护敏感数据和确保机密性,提高了大米供应链的安全性、隐私性和效率。性能评估表明,rice - chain - plus超越了现有的基准模型,实现了最低的平均执行成本(44,634 gas),降低了能耗(9.38828E-05 J),更高的吞吐量(0.071201事务/s),更快的执行(44.5 ms)和更快的事务时间(14.045 s),同时还提高了可扩展性。全面的安全分析进一步证实了该框架对各种网络攻击的弹性。这些结果表明,rice chain - plus是一种安全、高效和有效的大米供应链优化解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
PeerJ Computer Science
PeerJ Computer Science Computer Science-General Computer Science
CiteScore
6.10
自引率
5.30%
发文量
332
审稿时长
10 weeks
期刊介绍: PeerJ Computer Science is the new open access journal covering all subject areas in computer science, with the backing of a prestigious advisory board and more than 300 academic editors.
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