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Redactable blockchain with anonymity and multi-permission for instructional management 可读区块链,具有匿名和多权限,用于教学管理
IF 6.9 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2025-03-01 DOI: 10.1016/j.bcra.2024.100247
Xiuhua Lu , Jing Liu , Fengyin Li , Jiazheng Zou , Yuhao Hou
An instructional management system (IMS) regularly manages student data with a centralized database, which may be prone to single points of failure and data tampering. Blockchain can effectively solve the above problems due to its decentralization and immutability. However, the immutability of blockchain restricts the edit of data in some cases (e.g., incorrect score records). In this paper, we propose an advanced decentralized instructional management framework based on redactable blockchain, wherein chain nodes possess the capability to autonomously revise their initiated transactions with regular chameleon hash functions. Concurrently, system users can anonymously report discrepancies or erroneous entries within the blockchain. When such reports are validated and malicious activities are confirmed, the review team can undertake decentralized modifications to rectify the malicious content with our proposed scheme. In addition, we conduct a security analysis of the scheme, evaluating its correctness, collision resistance, and claimability. Finally, experimental results demonstrate that the scheme is practical.
教学管理系统(IMS)经常使用集中式数据库管理学生数据,这可能容易出现单点故障和数据篡改。区块链由于其去中心化和不变性,可以有效地解决上述问题。然而,区块链的不变性在某些情况下限制了数据的编辑(例如,错误的分数记录)。在本文中,我们提出了一种基于可读区块链的高级分散教学管理框架,其中链节点具有使用常规变色龙哈希函数自主修改其初始事务的能力。同时,系统用户可以匿名报告区块链中的不一致或错误条目。当这些报告被验证并且恶意活动被确认时,审查小组可以进行分散的修改,用我们提出的方案纠正恶意内容。此外,我们对该方案进行了安全性分析,评估了其正确性、抗碰撞性和可索赔性。最后,实验结果证明了该方案的实用性。
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引用次数: 0
ATBFT-automatically switch consensus protocol atbft -自动切换共识协议
IF 6.9 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2025-03-01 DOI: 10.1016/j.bcra.2024.100255
Yuxuan Lu , Chang Liu , Lanju Kong , Xiangyu Niu
The current blockchain requires higher stability and efficiency. However, leaderBFT consensus and leaderlessBFT consensus have three problems: dominant replica failure, transaction interruption, and high communication overhead and latency. And regardless of leaderBFT consensus or leaderlessBFT consensus, there isn't a very good solution. It's urgent to leverage the advantages of both consensus types to enhance blockchain performance. To solve the problems, this paper proposes the ATBFT consensus protocol. ATBFT elects the dominant replica through reputation value to ensure higher reliability. In addition, ATBFT has an automatic switching mechanism between leaderBFT consensus and leaderlessBFT consensus. The protocol can automatically elect the consensus type according to the current network conditions, effectively utilizing the idle time of the view change to generate more blocks. Furthermore, it can guarantee the execution of the entire consensus process to ensure that the tx2-transactions are uninterrupted. Finally, ATBFT decomposes the blocks: the consensus is performed only through the block header, and the commitment and execution phase of a tx is performed through a linearly propagated block body. According to experimental evaluation, ATBFT has higher usability and practicality.
当前的区块链需要更高的稳定性和效率。然而,leaderBFT 共识和leaderlessBFT 共识都存在三个问题:主要副本失效、交易中断、高通信开销和延迟。而不管是 leaderBFT 共识还是 leaderlessBFT 共识,都没有很好的解决方案。如何利用两种共识类型的优势来提高区块链的性能迫在眉睫。为了解决这些问题,本文提出了 ATBFT 共识协议。ATBFT 通过声誉值选出占优的副本,以确保更高的可靠性。此外,ATBFT 还具有 leaderBFT 共识和 leaderlessBFT 共识的自动切换机制。该协议可根据当前网络条件自动选择共识类型,有效利用视图变化的空闲时间生成更多区块。此外,它还能保证整个共识过程的执行,确保 tx2 交易不中断。最后,ATBFT 对区块进行了分解:共识仅通过区块头执行,而 tx 的承诺和执行阶段则通过线性传播的区块主体执行。根据实验评估,ATBFT 具有更高的可用性和实用性。
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引用次数: 0
βFSCM: An enhanced food supply chain management system using hybrid blockchain and recommender systems βFSCM:使用混合区块链和推荐系统的增强型食品供应链管理系统
IF 6.9 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2025-03-01 DOI: 10.1016/j.bcra.2024.100245
Feiyang Sun , Peiyu Wang , Yihan Zhang , Pushpendu Kar
Blockchain technology has gained traction in Food Supply Chain Management (FSCM), enhancing traceability and transparency. The existing deployments of public or private blockchains face issues in achieving an optimal balance between transparency and decentralization. This work proposes a hybrid blockchain model complemented by an Access Control (AC) mechanism to bolster security, reliability, and usability within FSCM systems. Furthermore, the integration of a recommender system is proposed to utilize data analytics and machine learning for personalizing product offerings and optimizing inventory management, aiming to boost efficiency and consumer satisfaction. The synergy between the hybrid blockchain framework and the recommender system is anticipated to cultivate a more engaged, efficient, and gratified supply chain ecosystem. The model significantly enhances monitoring in 30% of the use cases and supports transparency in a quarter. It also reduces vulnerability cases by 20%. Inventory management is markedly improved, reducing overstock by 25%, confirming the effectiveness of the proposed hybrid blockchain approach.
区块链技术已在食品供应链管理(FSCM)中得到广泛应用,提高了可追溯性和透明度。现有的公共或私有区块链部署在实现透明度和去中心化之间的最佳平衡方面存在问题。这项研究提出了一种混合区块链模型,并辅以访问控制(AC)机制,以提高 FSCM 系统的安全性、可靠性和可用性。此外,还提出了整合推荐系统的建议,以利用数据分析和机器学习来个性化产品供应和优化库存管理,从而提高效率和消费者满意度。混合区块链框架与推荐系统之间的协同作用预计将培养出一个更加参与、高效和满意的供应链生态系统。在 30% 的使用案例中,该模型大大加强了监控,在四分之一的使用案例中支持透明度。它还能将漏洞案例减少 20%。库存管理得到明显改善,过量库存减少了 25%,证实了所建议的混合区块链方法的有效性。
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引用次数: 0
D-VRE: From a Jupyter-enabled private research environment to decentralized collaborative research ecosystem D-VRE:从木星支持的私人研究环境到分散的合作研究生态系统
IF 6.9 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2025-03-01 DOI: 10.1016/j.bcra.2024.100244
Yuandou Wang , Sheejan Tripathi , Siamak Farshidi , Zhiming Zhao
Today, scientific research is increasingly becoming data-centric and compute-intensive, relying on data and models across distributed sources. However, challenges still exist in the traditional cooperation mode, given the high storage and computing costs, geolocation barriers, and local confidentiality regulations. The Jupyter environment has recently emerged and evolved into a vital virtual research environment for scientific computing, which researchers can use to scale computational analyses up to larger datasets and high-performance computing resources. Nevertheless, existing approaches lack robust support of a decentralized cooperation mode to unlock the full potential of decentralized collaborative scientific research, e.g., seamlessly secure data sharing. In this work, we change the basic structure and legacy norms of current research environments via the seamless integration of Jupyter with Ethereum blockchain capabilities. As such, it creates a Decentralized Virtual Research Environment (D-VRE) from private computational notebooks to a decentralized collaborative research ecosystem. We propose a novel architecture for the D-VRE and prototype some essential D-VRE elements for enabling secure data sharing with decentralized identity, user-centric agreement-making, membership, and research asset management. To validate our method, we conduct an experimental study to test all functionalities of D-VRE smart contracts and their gas consumption. In addition, we deploy the D-VRE prototype on a test net of the Ethereum blockchain for demonstration. The feedback from the studies showcases the current prototype's usability, ease of use, and potential, and suggests further improvements.
如今,科学研究正日益成为以数据为中心和计算密集型的研究,依赖于分布式来源的数据和模型。然而,由于存储和计算成本高昂、地理位置障碍和地方保密规定等原因,传统的合作模式仍然存在挑战。Jupyter 环境最近出现并发展成为科学计算的重要虚拟研究环境,研究人员可以利用它将计算分析扩展到更大的数据集和高性能计算资源。然而,现有的方法缺乏对分散式合作模式的有力支持,无法充分释放分散式合作科学研究的潜力,例如无缝安全数据共享。在这项工作中,我们通过将 Jupyter 与以太坊区块链功能无缝集成,改变了当前研究环境的基本结构和传统规范。因此,它创建了一个去中心化虚拟研究环境(D-VRE),从私人计算笔记本到去中心化协作研究生态系统。我们为 D-VRE 提出了一种新颖的架构,并对一些基本的 D-VRE 元素进行了原型设计,以便通过去中心化身份、以用户为中心的协议制定、成员资格和研究资产管理实现安全的数据共享。为了验证我们的方法,我们进行了一项实验研究,以测试 D-VRE 智能合约的所有功能及其耗气量。此外,我们还在以太坊区块链测试网上部署了 D-VRE 原型,以进行演示。研究反馈展示了当前原型的可用性、易用性和潜力,并提出了进一步改进的建议。
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引用次数: 0
Backtesting framework for concentrated liquidity market makers on Uniswap V3 decentralized exchange 针对Uniswap V3去中心化交易所集中流动性做市商的回测框架
IF 6.9 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2025-03-01 DOI: 10.1016/j.bcra.2024.100256
Andrey Urusov , Rostislav Berezovskiy , Yury Yanovich
Decentralized Finance (DeFi) has revolutionized the financial landscape, with protocols like Uniswap offering innovative automated market-making mechanisms. This article explores the development of a backtesting framework specifically tailored for Concentrated Liquidity Market Makers (CLMMs). The focus is on leveraging the liquidity distribution approximated using a parametric model to estimate the rewards within liquidity pools. The article details the design, implementation, and insights derived from this novel approach to backtesting within the context of Uniswap V3. The developed backtester was successfully utilized to assess reward levels across several pools using historical data from 2023 (pools Uniswap V3 for pairs of altcoins, stablecoins, and USDC/ETH with different fee levels). Moreover, the error in modeling the level of rewards for the period under review for each pool was less than 1%. This demonstrated the effectiveness of the backtester in quantifying liquidity pool rewards and its potential in estimating revenues of Liquidity Provider (LP) as part of the pool rewards, which is the focus of our next research. The backtester serves as a tool to simulate trading strategies and liquidity provision scenarios, providing a quantitative assessment of potential returns for LPs. By incorporating statistical tools to mirror CLMM pool liquidity dynamics, this framework can be further leveraged for strategy enhancement and risk evaluation for LPs operating within decentralized exchanges.
去中心化金融(DeFi)已经彻底改变了金融格局,像Uniswap这样的协议提供了创新的自动化做市机制。本文探讨了专门为集中流动性做市商(clmm)量身定制的回测框架的开发。重点是利用使用参数模型近似的流动性分布来估计流动性池内的奖励。本文详细介绍了在Uniswap V3上下文中这种新颖的回测方法的设计、实现和见解。开发的backtester成功地利用2023年的历史数据评估了几个矿池的奖励水平(Uniswap V3矿池用于不同费用水平的山寨币、稳定币和USDC/ETH)。此外,在评估期间对每个池的奖励水平进行建模的误差小于1%。这证明了回溯测试在量化流动性池奖励方面的有效性,以及它在估计流动性提供者(LP)收入作为池奖励的一部分方面的潜力,这是我们下一步研究的重点。backtester作为模拟交易策略和流动性提供场景的工具,为有限合伙人提供潜在回报的定量评估。通过整合统计工具来反映CLMM池流动性动态,该框架可以进一步用于在分散交易所中运营的有限合伙人的策略增强和风险评估。
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引用次数: 0
SSI-MedRx: A fraud-resilient healthcare system based on blockchain and SSI SSI- medrx:基于区块链和SSI的抗欺诈医疗保健系统
IF 6.9 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2025-03-01 DOI: 10.1016/j.bcra.2024.100242
Meriem Guerar , Mauro Migliardi , Enrico Russo , Djamel Khadraoui , Alessio Merlo
Today, healthcare fraud poses a significant issue, encompassing everything from falsified billing claims and phantom services to the excessive prescription of opioid medications and medical identity theft. These deceptive activities cause substantial financial losses, erode patient trust, compromise healthcare quality, and threaten patient safety. In this paper, we introduce SSI-MedRx, a healthcare system based on blockchain technology and Self-Sovereign Identity (SSI). It is designed to ensure cross-border interoperability, preserve patient privacy, and prevent challenging healthcare frauds, including medical identity theft, phantom billing, kickbacks, and opioid overprescribing. By design, our system empowers patients by granting them complete control over their personal and health data. This shift toward patient-centric data management can potentially reduce the risk of data breaches, enhance care coordination, and improve overall healthcare outcomes.
今天,医疗保健欺诈构成了一个重大问题,从伪造的账单索赔和虚假服务到阿片类药物的过度处方和医疗身份盗窃,无所不包。这些欺诈活动造成了巨大的经济损失,侵蚀了患者的信任,损害了医疗保健质量,并威胁到患者的安全。本文介绍了一种基于区块链技术和自我主权身份(Self-Sovereign Identity, SSI)的医疗保健系统SSI- medrx。它旨在确保跨境互操作性,保护患者隐私,并防止具有挑战性的医疗保健欺诈,包括医疗身份盗窃,虚假账单,回扣和阿片类药物过量处方。通过设计,我们的系统授权患者完全控制他们的个人和健康数据。这种向以患者为中心的数据管理的转变可以潜在地降低数据泄露的风险,增强护理协调,并改善整体医疗保健结果。
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引用次数: 0
Evaluating blockchain platforms for IoT applications in Industry 5.0: A comprehensive review 评估工业5.0中物联网应用的区块链平台:全面回顾
IF 5.6 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2025-02-27 DOI: 10.1016/j.bcra.2025.100276
Najmus Sakib Sizan , Diganta Dey , Md. Abu Layek , Md Ashraf Uddin , Eui-Nam Huh
As Industry 5.0 emerges, the convergence of advanced technologies like the Internet of Things (IoT) and blockchain is vital in shaping the future of industrial automation. Industry 5.0 emphasizes the collaborative relationship between humans and machines, requiring robust, decentralized systems to ensure security, accountability, and trust in interconnected ecosystems. Currently, IoT data processing is cloud-centric, which introduces challenges like fragmented data silos, limiting the potential for seamless and secure real-time analytics. Blockchain technology offers a solution by providing a decentralized and transparent ledger that can enhance data integrity and security across IoT applications. This study investigates the integration of blockchain with the IoT in the context of Industry 5.0, highlighting the potential for improved data management, security, and human-machine collaboration. By conducting a comprehensive analysis of IoT application designs and blockchain platforms, we evaluate existing literature to uncover the challenges, benefits, and limitations of this integration. Our research contributes by proposing a framework for selecting optimal blockchain platforms for IoT applications in Industry 5.0, providing actionable recommendations for enhanced data trust and resilience. Future research directions are also outlined to address the evolving demands of this technological convergence, ensuring that IoT ecosystems are secure, scalable, and human-centered in the era of Industry 5.0.
随着工业5.0的出现,物联网(IoT)和区块链等先进技术的融合对于塑造工业自动化的未来至关重要。工业5.0强调人与机器之间的协作关系,需要强大的、分散的系统来确保互联生态系统的安全性、问责制和信任。目前,物联网数据处理以云为中心,这带来了诸如碎片化数据孤岛等挑战,限制了无缝和安全实时分析的潜力。区块链技术提供了一种解决方案,通过提供分散和透明的分类账,可以增强物联网应用程序的数据完整性和安全性。本研究调查了工业5.0背景下区块链与物联网的集成,强调了改进数据管理、安全性和人机协作的潜力。通过对物联网应用设计和区块链平台进行全面分析,我们评估了现有文献,以揭示这种集成的挑战、好处和局限性。我们的研究通过提出一个框架来为工业5.0中的物联网应用选择最佳区块链平台,为增强数据信任和弹性提供可操作的建议。展望未来的研究方向,以满足这种技术融合不断变化的需求,确保物联网生态系统在工业5.0时代的安全性、可扩展性和以人为本。
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引用次数: 0
Dynamic exponent market maker: personalized portfolio manager and one pool to trade them all 动态指数做市商:个性化的投资组合经理和一个交易池
IF 5.6 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2025-01-23 DOI: 10.1016/j.bcra.2025.100274
Wittawat Kositwattanarerk
Decentralized exchange (DEX) platforms such as Uniswap and Balancer operate on several pools where each pool contains two or more cryptocurrencies and constitutes direct trading pairs. The drawbacks here are that liquidity provision requires the contribution of tokens in a specific proportion, and trading may require hopping between pools, hence increasing the transaction fee and gas fee. We propose an automated market maker (AMM) protocol where liquidity providers (LPs) can deposit any amount of tokens into the pool. The protocol preserves the proportion of tokens by total value at the time of deposit and can be seen as a personalized self-balancing portfolio manager. In addition, since the invariant function is dynamic, all exchange pairs are executed from a single composite pool. Nevertheless, the scheme is vulnerable to flash loan attacks and must be used in conjunction with preventive measures.
去中心化交易所(DEX)平台,如Uniswap和Balancer,在多个池上运行,每个池包含两个或多个加密货币,并构成直接交易对。这里的缺点是,流动性提供需要以特定比例贡献代币,并且交易可能需要在池之间跳转,从而增加交易费用和gas费。我们提出了一个自动做市商(AMM)协议,流动性提供者(lp)可以将任何数量的代币存入池中。该协议保留了代币在存入时总价值的比例,可以被视为个性化的自平衡投资组合管理器。此外,由于不变函数是动态的,因此所有交换对都从单个组合池执行。然而,该方案很容易受到闪贷攻击,必须与预防措施结合使用。
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引用次数: 0
Blockchain-driven innovation in fashion supply chain contractual party evaluations as an emerging collaboration model 区块链驱动的时尚供应链合同方评估创新作为一种新兴的合作模式
IF 6.9 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2025-01-08 DOI: 10.1016/j.bcra.2024.100266
Minhao Qiao , Xuanchang Chen , Yangping Zhou , P.Y. Mok
With the advancement of distributed digital technology, the fashion supply chain management system is undergoing unprecedented transformations. Given the expansion and rapid iteration of the fashion industry, traditional supply chain management models struggle to adapt to the volatile market changes. In this context, small and medium-sized enterprises (SMEs), which are integral components of the fashion supply chain, often face significant market pressure, leading to losses and even bankruptcy, which in turn causes delays across the entire supply chain. Thus, there is an urgent need for these businesses to adopt new technologies to reduce risks and achieve profitability. Although there have been attempts to introduce blockchain technology into the fashion supply chain, most of these efforts are still in the preliminary stages, with operations continuing to follow old methods. Therefore, this study aims to introduce an evaluation mechanism into the fashion supply chain, encouraging a collective maintenance of interests among SMEs. The main contribution of this paper includes the introduction of a set of innovative management evaluation mechanisms and collaboration models for SMEs in the fashion supply chain, with the goal of securing their rights to autonomous pricing and promoting healthy competition in the forthcoming Web 3.0 era. We implemented the enterprise-level consortium blockchain framework, Hyperledger Fabric. Through testing, it has been proven that the platform is effective and usable in ensuring data integrity and source transparency.
随着分布式数字技术的进步,服装供应链管理系统正在经历前所未有的变革。鉴于时尚行业的扩张和快速迭代,传统的供应链管理模式难以适应动荡的市场变化。在这种情况下,作为时尚供应链中不可或缺的组成部分的中小企业(SMEs)往往面临巨大的市场压力,导致亏损甚至破产,从而导致整个供应链的延迟。因此,这些企业迫切需要采用新技术来降低风险,实现盈利。尽管有人尝试将区块链技术引入时尚供应链,但这些努力大多仍处于初级阶段,操作仍沿用旧方法。因此,本研究旨在在服装供应链中引入一种评估机制,鼓励中小企业之间的集体利益维护。本文的主要贡献包括为时尚供应链中的中小企业引入一套创新的管理评估机制和协作模式,目的是确保他们的自主定价权,并在即将到来的Web 3.0时代促进健康竞争。我们实现了企业级联盟区块链框架,Hyperledger Fabric。通过测试,证明该平台在保证数据完整性和来源透明性方面是有效的和可用的。
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引用次数: 0
Empowering autonomous IoT devices in blockchain through gasless transactions 通过无燃气交易,为b区块链中的自主物联网设备提供支持
IF 6.9 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2025-01-02 DOI: 10.1016/j.bcra.2024.100257
Yash Madhwal , Yury Yanovich , Aleksandra Korotkevich , Daria Parshina , Nshteh Seropian , Stepan Gavrilov , Alex Nikolaev , S. Balachander , A. Murugan
The article introduces a proof-of-concept (PoC) that demonstrates the management of Internet of Things (IoT) devices' infrastructure via smart contracts, facilitating their interaction with the blockchain through gasless transactions. The focus is empowering IoT devices to autonomously sign transactions using their verified private keys, eliminating the necessity for external wallets and enabling blockchain interaction using Biconomy without incurring gas fees. In this PoC, managers can validate IoT devices, permitting them to transmit transactions securely without being able to manipulate measurements or risking losing crypto assets in case of hardware malfunctions. This innovative method ensures that devices with minimal funds can access sensor data and communicate with a smart contract on the blockchain to update information utilizing account abstraction. Detailed workflow and simulation results are provided to showcase the practicality and advantages of this approach in scenarios demanding seamless automated blockchain engagement through IoT devices. The PoC code is openly accessible on GitHub, enhancing the transparency and accessibility of our research outcomes.
本文介绍了一个概念验证(PoC),通过智能合约展示了物联网(IoT)设备基础设施的管理,通过无天然气交易促进它们与区块链的交互。重点是使物联网设备能够使用经过验证的私钥自主签署交易,消除外部钱包的必要性,并在不产生gas费的情况下使用bionomy实现区块链交互。在这个PoC中,管理人员可以验证物联网设备,允许他们安全地传输交易,而不会在硬件故障的情况下操纵测量或冒着丢失加密资产的风险。这种创新的方法确保了资金最少的设备可以访问传感器数据,并与区块链上的智能合约通信,利用账户抽象更新信息。提供了详细的工作流程和仿真结果,以展示这种方法在需要通过物联网设备无缝自动化区块链参与的场景中的实用性和优势。PoC代码可以在GitHub上公开访问,增强了我们研究成果的透明度和可访问性。
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引用次数: 0
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Blockchain-Research and Applications
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