Yakubu Bello Musa, Alabdulatif Abdullah Abdulrahman, Bhattarakosol Pattarasinee
Department of Mathematics and Computer Science, Faculty of Science, Chulalongkorn University, Bangkok, Thailand.
Department of Cybersecurity, College of Computer, Qassim University, Buraydah, Saudi Arabia.
PeerJ Comput Sci. 2025 Jun 11;11:e2926. doi: 10.7717/peerj-cs.2926. eCollection 2025.
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.
鉴于大米供应链涉及多个利益相关者,它是一个需要有效管理以确保可靠性和效率的复杂系统。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前景的解决方案。然而,现有的区块链系统面临若干技术挑战,包括安全漏洞、隐私问题和性能限制。为了解决这些问题,本文提出了RiceChain-Plus,这是一种增强型架构,它整合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并确保保密性,增强了大米供应链的安全性、隐私性和效率。性能评估表明,RiceChain-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)、降低的能耗(9.38828E-05 J)、更高的吞吐量(0.071201笔交易/秒)、更快的执行速度(44.5毫秒)和更快的交易时间(14.045秒),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具有弹性。这些结果突出表明,RiceChain-Plus是优化大米供应链运营的一种安全、高效且有效的解决方案。