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Leveraging ontochains for distributed public transit ticketing: An investigation with the system for ticketing ubiquity with blockchains 利用区块链实现分布式公共交通票务:利用区块链实现票务无处不在的系统调查
Pub Date : 2024-05-07 DOI: 10.1049/blc2.12071
Joseph D. Preece, Christopher R. Morris, John M. Easton

Transport ticketing systems are crucial for enabling seamless, efficient, and sustainable mobility. However, traditional ticketing systems face limitations such as ticket fraud, lack of interoperability, and the inability to adapt to changes in the dynamic transport networks they issue tickets for. This paper presents new approaches to the system for ticketing ubiquity with blockchains (STUB), a novel smart transport ticketing solution that employs ontochains, a hybrid data structure combining blockchains and ontologies to form a type of distributed knowledge graph. STUB aims to address these limitations by providing a secure, transparent, and flexible platform for ticket issuance, validation, and management. We describe the key components and workflow of the STUB system, highlighting the use of transport network ontologies for modelling complex relationships within transportation systems and blockchain technologies for transport network ontology's state. Additionally, the implementation of Merkle proofs for efficient and secure validation between on-chain and off-chain ontological data is discussed. Finally, a simulated toy example is used as a lightweight proof-of-concept to demonstrate these capabilities. The proposed STUB system has the potential to significantly impact the future of transportation ticketing by offering a more seamless, interoperable, and user-friendly experience whilst addressing the challenges associated with traditional ticketing systems.

交通票务系统对于实现无缝、高效和可持续的交通至关重要。然而,传统的票务系统面临着票务欺诈、缺乏互操作性以及无法适应动态交通网络变化等限制。本文介绍了利用区块链实现票务无处不在系统(STUB)的新方法,这是一种新颖的智能交通票务解决方案,采用了 ontochains(一种混合数据结构,将区块链和本体结合在一起,形成一种分布式知识图谱)。STUB 旨在为票务发行、验证和管理提供一个安全、透明和灵活的平台,从而解决这些局限性。我们描述了 STUB 系统的关键组件和工作流程,重点介绍了运输网络本体在运输系统内复杂关系建模中的应用,以及区块链技术在运输网络本体状态中的应用。此外,还讨论了在链上和链下本体数据之间进行高效、安全验证的 Merkle 证明的实现。最后,还使用了一个模拟玩具示例作为轻量级概念验证,以展示这些功能。通过提供更加无缝、可互操作和用户友好的体验,同时解决与传统票务系统相关的挑战,拟议的 STUB 系统有可能对未来的交通票务产生重大影响。
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引用次数: 0
Enhancing smart contract security: Leveraging pre‐trained language models for advanced vulnerability detection 增强智能合约的安全性:利用预训练语言模型进行高级漏洞检测
Pub Date : 2024-03-29 DOI: 10.1049/blc2.12072
Fei He, Fei Li, Peili Liang
The burgeoning interest in decentralized applications (Dapps), spurred by advancements in blockchain technology, underscores the critical role of smart contracts. However, many Dapp users, often without deep knowledge of smart contracts, face financial risks due to hidden vulnerabilities. Traditional methods for detecting these vulnerabilities, including manual inspections and automated static analysis, are plagued by issues such as high rates of false positives and overlooked security flaws. To combat this, the article introduces an innovative approach using the bidirectional encoder representations from transformers (BERT)‐ATT‐BiLSTM model for identifying potential weaknesses in smart contracts. This method leverages the BERT pre‐trained model to discern semantic features from contract opcodes, which are then refined using a Bidirectional Long Short‐Term Memory Network (BiLSTM) and augmented by an attention mechanism that prioritizes critical features. The goal is to improve the model's generalization ability and enhance detection accuracy. Experiments on various publicly available smart contract datasets confirm the model's superior performance, outperforming previous methods in key metrics like accuracy, F1‐score, and recall. This research not only offers a powerful tool to bolster smart contract security, mitigating financial risks for average users, but also serves as a valuable reference for advancements in natural language processing and deep learning.
在区块链技术进步的推动下,人们对去中心化应用程序(Dapps)的兴趣日益浓厚,这凸显了智能合约的关键作用。然而,许多 Dapp 用户往往对智能合约缺乏深入了解,他们因隐藏的漏洞而面临金融风险。检测这些漏洞的传统方法(包括人工检查和自动静态分析)存在误报率高和安全漏洞被忽视等问题。为了解决这个问题,文章介绍了一种使用变压器双向编码器表示(BERT)-ATT-BiLSTM 模型的创新方法,用于识别智能合约中的潜在弱点。这种方法利用 BERT 预训练模型来识别合约操作码中的语义特征,然后使用双向长短期记忆网络 (BiLSTM) 对这些特征进行细化,并通过优先考虑关键特征的注意机制对其进行增强。其目的是提高模型的泛化能力和检测准确性。在各种公开的智能合约数据集上进行的实验证实了该模型的卓越性能,在准确率、F1 分数和召回率等关键指标上都优于之前的方法。这项研究不仅为加强智能合约的安全性、降低普通用户的金融风险提供了强有力的工具,还为自然语言处理和深度学习的进步提供了宝贵的参考。
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引用次数: 0
A trusted and regulated data trading scheme based on blockchain and zero-knowledge proof 基于区块链和零知识证明的可信和受监管的数据交易计划
Pub Date : 2024-03-11 DOI: 10.1049/blc2.12070
Dongmei Li, Xiaohui Ke, Xiaomei Zhang, Yujin Zhang

To meet the demand for high-quality healthcare services, data trading can effectively promote the circulation of medical data and improve the level of healthcare services. To address the existing problems of data regulation difficulties and data privacy leakage in medical data trading, a trusted and regulated data trading scheme based on blockchain and zero-knowledge proof is proposed. In this scheme, a regulatory institution is introduced to control the issuance of authorized tokens and ensure the controllability of data sharing activities. The blockchain takes over the task of generating public parameters to reduce the computational overhead of the system. Based on homomorphic proxy re-encryption technology, users can perform data analysis in the cloud to ensure data security. Smart contracts and zero-knowledge proof technology can automatically verify the validity of data to protect the rights and interests of data users; at the same time, efficient consensus algorithms can also increase the rate of transactions processed by the blockchain system. Finally, as the security and performance analysis shows, the scheme in this paper has better security, higher efficiency and more comprehensive functions.

为满足人们对高质量医疗服务的需求,数据交易能有效促进医疗数据流通,提高医疗服务水平。针对目前医疗数据交易中存在的数据监管难、数据隐私泄露等问题,提出了一种基于区块链和零知识证明的可信监管数据交易方案。在该方案中,引入监管机构控制授权代币的发行,确保数据共享活动的可控性。区块链接管了生成公共参数的任务,以减少系统的计算开销。基于同态代理重加密技术,用户可以在云端进行数据分析,确保数据安全。智能合约和零知识证明技术可以自动验证数据的有效性,保护数据用户的权益;同时,高效的共识算法也可以提高区块链系统的交易处理率。最后,从安全性和性能分析来看,本文方案具有更好的安全性、更高的效率和更全面的功能。
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引用次数: 0
ArtProtect: Blockchain and NFC-based anti-counterfeit system for physical art ArtProtect:基于区块链和 NFC 的实物艺术品防伪系统
Pub Date : 2024-02-28 DOI: 10.1049/blc2.12069
Cindy Handoko Tantowibowo, Wei-Chuen Yau

Counterfeit artwork presents a significant risk to copyright holders and the economy. Without expertise in art, it is not straightforward to distinguish an artwork counterfeit from a genuine piece. This work designs and implements a reliable solution that enables users with near-field communication-enabled Android smartphones to verify artwork authenticity by accessing its respective certificate of authenticity stored in the Ethereum blockchain. To represent a physical artwork, the artwork image and metadata are stored in an inter-planetary file system and minted as an ERC721 non-fungible token to a smart contract deployed in Ethereum Rinkeby Testnet. The mobile app ArtProtect was developed to generate certificate of authenticity based on each non-fungible token fetched through OpenSea Testnet API. Users access this information by scanning an near-field communication tag embedded into the artwork. The content of the tag is signed by the respective artwork's artist and responsible agent by using Ethereum signing with their Ethereum wallet accounts. Through testing and analysis, the implemented work is secure, tamper-evident, usable, flexible, and inexpensive to be applied to a real-world scenario.

假冒艺术品给版权持有者和经济带来巨大风险。如果没有艺术方面的专业知识,就无法直接辨别艺术品的真伪。本作品设计并实现了一种可靠的解决方案,使用户能够使用支持近场通信的安卓智能手机,通过访问存储在以太坊区块链中的艺术品鉴定证书来验证艺术品的真伪。为了代表实物艺术品,艺术品的图像和元数据被存储在星际文件系统中,并作为ERC721不可伪造令牌铸入部署在以太坊Rinkeby Testnet中的智能合约中。开发的移动应用程序 ArtProtect 可根据通过 OpenSea Testnet API 获取的每个不可伪造令牌生成真实性证书。用户通过扫描嵌入艺术品中的近场通信标签来获取这些信息。标签的内容由相应艺术品的艺术家和责任代理人通过以太坊钱包账户使用以太坊签署。通过测试和分析,所实现的作品具有安全、防篡改、可用、灵活和廉价的特点,可以应用于现实世界的场景中。
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引用次数: 0
Blockchain for finance: A survey 区块链金融:一项调查
Pub Date : 2024-02-27 DOI: 10.1049/blc2.12067
Hanjie Wu, Qian Yao, Zhenguang Liu, Butian Huang, Yuan Zhuang, Huayun Tang, Erwu Liu

As an innovative technology for enhancing authenticity, security, and risk management, blockchain is being widely adopted in trade and finance systems. The unique capabilities of blockchain, such as immutability and transparency, enable new business models of distributed data storage, point-to-point transactions, and decentralized autonomous organizations. Here, the authors focus on blockchain-based securities trading, in which blockchain technology plays a vital role in financial services as it ultimately lifts trust and frees the need for third-party verification by using consensus-based verification. The 12 most popular blockchain platforms are investigated and 6 platforms that are related to finance are elaborated on, seeking to provide a panorama of securities trading practices. Meanwhile, this survey provides a comprehensive summary of blockchain-based securities trading applications. Numerous practical applications of blockchain-based securities trading are gathered and they are categorized into four distinct categories. For each category, a typical example is introduced and how blockchain contributes to solving the key problems faced by FinTech companies and researchers explained. Finally, interesting observations are provided ranging from mainstream blockchain-based financial institutions to security issues of decentralized finance applications, aiming to picture the current blockchain ecosystem in finance.

作为一种增强真实性、安全性和风险管理的创新技术,区块链正在被贸易和金融系统广泛采用。区块链的独特功能,如不可篡改性和透明度,使分布式数据存储、点对点交易和去中心化自治组织等新商业模式成为可能。在此,作者将重点放在基于区块链的证券交易上,区块链技术在金融服务中发挥着至关重要的作用,因为它通过使用基于共识的验证,最终提升了信任度,摆脱了对第三方验证的需求。作者对 12 个最受欢迎的区块链平台进行了调查,并对 6 个与金融相关的平台进行了阐述,力求提供证券交易实践的全景图。同时,本调查对基于区块链的证券交易应用进行了全面总结。收集了大量基于区块链的证券交易实际应用,并将其分为四个不同的类别。每个类别都介绍了一个典型案例,并解释了区块链如何帮助解决金融科技公司和研究人员面临的关键问题。最后,从基于区块链的主流金融机构到去中心化金融应用的安全问题,提出了一些有趣的看法,旨在描绘当前金融领域的区块链生态系统。
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引用次数: 0
An efficient secure predictive demand forecasting system using Ethereum virtual machine 使用以太坊虚拟机的高效安全需求预测系统
Pub Date : 2024-02-26 DOI: 10.1049/blc2.12068
Himani Saraswat, Mahesh Manchanda, Sanjay Jasola
Predictive demand forecasting plays a pivotal role in optimizing supply chain management, enabling businesses to effectively allocate resources and minimize operational inefficiencies. This paper introduces a novel approach to enhancing demand forecasting processes by leveraging the Ethereum virtual machine within a blockchain framework. The proposed system capitalizes on the inherent security, transparency, and decentralized nature of blockchain technology to create a secure and efficient platform for predictive demand forecasting. The system leverages the Ethereum virtual machine to establish a secure, decentralized, and tamper‐resistant platform for demand prediction while ensuring data integrity and privacy. By utilizing the capabilities of smart contracts and decentralized applications within the Ethereum ecosystem, the proposed system offers an efficient and transparent solution for demand forecasting challenges. The current research focused on Ethereum virtual machine characteristics, features, components, and implementation details. A secured framework for the prediction of demand forecasting systems is proposed. Finally, the authors tried to validate and optimize the gas cost by using distinguished statistics and analysis.
预测性需求预测在优化供应链管理方面发挥着举足轻重的作用,使企业能够有效地分配资源,最大限度地减少运营低效。本文介绍了一种在区块链框架内利用以太坊虚拟机加强需求预测流程的新方法。拟议的系统利用区块链技术固有的安全性、透明度和去中心化特性,为预测性需求预测创建了一个安全高效的平台。该系统利用以太坊虚拟机建立了一个安全、去中心化、防篡改的需求预测平台,同时确保了数据的完整性和隐私性。通过利用以太坊生态系统中智能合约和去中心化应用程序的功能,拟议系统为需求预测挑战提供了一个高效、透明的解决方案。当前的研究重点是以太坊虚拟机的特点、功能、组件和实施细节。作者提出了一个用于预测需求预测系统的安全框架。最后,作者试图通过使用不同的统计和分析方法来验证和优化气体成本。
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引用次数: 0
ISTVP: Independent single transaction verification protocol for light node using fraud proofs without collaborator ISTVP:使用无合作者欺诈证明的轻节点独立单一交易验证协议
Pub Date : 2024-02-13 DOI: 10.1049/blc2.12066
Minghao Lee, Binhao Ma, Di Han, Dejun Wang, Bo Meng

Most blockchain users run light nodes on mobile devices. Due to limited storage and computation, light nodes cannot perform transaction validation. This shortage makes opportunities for malicious nodes to produce blocks containing invalid transactions, which results in the loss of funds for light nodes. Fraud proofs play a significant role in ensuring transaction security for light nodes. However, existing fraud proof schemes require honest collaborators and the processing of entire blocks. To address these limitations, Independent Single Transaction Verification Protocol for Light node Using Fraud Proofs without Collaborator called ISTVP is proposed that enables light nodes to independently verify transactions and generate fraud proofs without relying on collaborators or processing the entire block. To support ISTVP, SVST is introduced, an efficient block structure for single-transaction verification. SVST not only efficiently indexes historical transaction outputs to improve verification efficiency, but also significantly reduces the storage requirements for verifying transactions to O(h+logn)${mathrm{O}}( {{mathrm{h}} + log {mathrm{n}}} )$. Furthermore, the authors analyze the security of ISTVP and demonstrate that it satisfies both persistence and liveness, while maintaining the level of security of full node.

大多数区块链用户在移动设备上运行轻节点。由于存储和计算能力有限,轻节点无法进行交易验证。这种不足为恶意节点制造包含无效交易的区块提供了机会,从而导致轻节点的资金损失。欺诈证明在确保轻节点交易安全方面发挥着重要作用。然而,现有的欺诈证明方案需要诚实的合作者和对整个区块的处理。为了解决这些局限性,我们提出了名为 ISTVP 的轻节点使用无协作者欺诈证明的独立单笔交易验证协议,它使轻节点能够独立验证交易并生成欺诈证明,而无需依赖协作者或处理整个区块。为支持 ISTVP,引入了 SVST,这是一种用于单笔交易验证的高效区块结构。SVST 不仅能有效地索引历史交易输出以提高验证效率,还能将验证交易的存储要求大幅降低到 .NET。此外,作者还分析了 ISTVP 的安全性,并证明它既能满足持久性和有效性,又能保持全节点的安全等级。
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引用次数: 0
Multi-hop anonymous payment channel network based on onion routing 基于洋葱路由的多跳匿名支付通道网络
Pub Date : 2024-02-04 DOI: 10.1049/blc2.12065
Caimei Wang, Yudong Ren, Zhize Wu

Payment channel networks (PCNs) are one of the most promising off-chain solutions to the blockchain scalability problem. However, most current payment channel schemes suffer from overly ideal routing assumptions or fail to provide complete path privacy protection. To address the above problems, the multi-hop anonymous and privacy-preserving PCN scheme are analyzed and a multi-hop anonymous PCN based on onion routing is proposed based on it. The scheme removes the routing assumptions of the original scheme, designs an onion routing-based payment channel network, and modifies the way relay nodes construct elliptic curve discrete logarithmic problems to resist wormhole attacks. Finally, the security analysis shows that the scheme in this paper has atomicity, relational anonymity and resistance to wormhole attacks. The latest bilinear pairing anonymous multi-hop payment (EAMHL+) scheme is used to compare communication and computing overhead. The results show that the scheme in this paper requires less communication overhead and is more efficient in terms of computational overhead when the average hop number of the payment channel network is 3 hops and the network diameter is 6 hops.

支付通道网络(PCN)是解决区块链可扩展性问题最有前景的链外解决方案之一。然而,目前大多数支付通道方案都存在过于理想的路由假设,或者无法提供完整的路径隐私保护。针对上述问题,本文分析了多跳匿名和隐私保护 PCN 方案,并在此基础上提出了一种基于洋葱路由的多跳匿名 PCN。该方案取消了原方案的路由假设,设计了基于洋葱路由的支付通道网络,并修改了中继节点构造椭圆曲线离散对数问题的方式,以抵御虫洞攻击。最后,安全分析表明,本文的方案具有原子性、关系匿名性和抗虫洞攻击性。本文使用最新的双线性配对匿名多跳支付(EAMHL+)方案来比较通信和计算开销。结果表明,当支付通道网络的平均跳数为 3 跳、网络直径为 6 跳时,本文的方案需要的通信开销更少,计算开销更高效。
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引用次数: 0
A survey on blockchain deployment for biometric systems 生物识别系统区块链部署调查
Pub Date : 2024-02-01 DOI: 10.1049/blc2.12063
Surbhi Sharma, Rudresh Dwivedi

Blockchain technology has become an emerging area in recent years due to its capacity to improve the security, dependability, and resilience of distributed systems. Research based on this technique has impacted several firms, including banking, healthcare, data processing, remote sensing, and many others. The key characteristics of blockchain technology that make it appealing are data immutability, transparency, privacy, decentralization, and distributed ledgers. However, there is a chance of a privacy breach with sensitive biometric data. The purpose of this investigation is to examine blockchain-based biometric applications research. It begins by determining the myriad ways that biometrics and blockchain may work together, including the storage and protection of biometric templates, identity management, and biometric authentication systems. Different biometric applications with respect to blockchain technology are also identified, along with the types of biometric data taken into account, features and capabilities of blockchain technology exploited, and blockchain technology frameworks employed. Finally, the authors seek to investigate blockchain concepts in the biometric domain by evaluating their pros and cons and summarizing the methods developed on blockchain for diverse biometric applications. Additionally, the applications of blockchain-based biometric systems are highlighted before moving on to open research questions and potential future research areas.

区块链技术能够提高分布式系统的安全性、可靠性和弹性,因此近年来已成为一个新兴领域。基于该技术的研究已经影响了多家公司,包括银行、医疗保健、数据处理、遥感等。区块链技术吸引人的主要特点是数据不变性、透明性、隐私性、去中心化和分布式账本。然而,敏感的生物识别数据存在隐私泄露的可能性。本调查旨在研究基于区块链的生物识别应用研究。它首先确定了生物识别和区块链的无数合作方式,包括生物识别模板的存储和保护、身份管理和生物识别认证系统。此外,还确定了区块链技术的不同生物识别应用,以及所考虑的生物识别数据类型、所利用的区块链技术特征和能力,以及所采用的区块链技术框架。最后,作者试图研究生物识别领域的区块链概念,评估其利弊,并总结区块链在各种生物识别应用中开发的方法。此外,作者还重点介绍了基于区块链的生物识别系统的应用,然后探讨了开放式研究问题和潜在的未来研究领域。
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引用次数: 0
The application of distributed autonomous organization governance mechanisms to civic medical data management 分布式自治组织治理机制在公民医疗数据管理中的应用
Pub Date : 2024-01-26 DOI: 10.1049/blc2.12062
James Cunningham, Nigel Davies, Sarah Devaney, Søren Holm, Mike Harding, Victoria Neumann, John Ainsworth
Decentralized autonomous organizations (DAOs) have emerged as a novel governance mechanism that operates through distributed ledgers and smart contracts, enabling members to direct an organization's actions. The widespread adoption of DAOs has occurred in response to their utility in managing emergent semi‐structured projects and has led to the development of various innovative governance mechanisms. The mechanisms employed by DAOs has the potential to be generalized beyond their core financial domain to a wide range of use cases. In the medical field the use of blockchain and DAOs can provide secure and transparent access to medical data, while ensuring patient privacy. Civic access to medical data is a growing area of interest, where individuals have control over their own medical data and can share it with healthcare providers, researchers, and other stakeholders. DAOs can facilitate this civic access, enabling individuals to share their data securely and selectively with authorized parties for research and other purposes. This paper explores the use of DAOs to medical data sharing, with a focus on ownership, governance, and transaction models. An application framework and API that enables the deployment of DAO‐like organizations is derived and this approach is applied to the patient‐centric management of medical data.
去中心化自治组织(DAOs)是一种新型治理机制,通过分布式账本和智能合约运作,使成员能够指导组织的行动。由于 DAOs 在管理新兴的半结构化项目方面非常有用,因此得到了广泛采用,并促成了各种创新治理机制的发展。DAO 采用的机制有可能从其核心的金融领域推广到广泛的使用案例中。在医疗领域,使用区块链和 DAO 可以安全、透明地访问医疗数据,同时确保患者隐私。公民访问医疗数据是一个日益受到关注的领域,个人可以控制自己的医疗数据,并与医疗保健提供者、研究人员和其他利益相关者共享。DAO 可以促进这种公民访问,使个人能够安全、有选择性地与授权方共享数据,用于研究和其他目的。本文探讨了如何将 DAOs 用于医疗数据共享,重点关注所有权、治理和交易模式。本文提出了一种应用框架和应用程序接口,可用于部署类似 DAO 的组织,并将这种方法应用于以患者为中心的医疗数据管理。
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引用次数: 0
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IET Blockchain
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