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Front cover: Bitcoin address clustering method based on multiple heuristic conditions 封面基于多种启发式条件的比特币地址聚类方法
Pub Date : 2022-06-22 DOI: 10.1049/blc2.12015

The cover image is based on the Original Research Bitcoin address clustering method based on multiple heuristic conditions by Xi He et al., https://doi.org/10.1049/blc2.12014.

封面图像基于何曦等人的原创研究--基于多重启发式条件的比特币地址聚类方法,https://doi.org/10.1049/blc2.12014。
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引用次数: 0
Bitcoin address clustering method based on multiple heuristic conditions 基于多启发式条件的比特币地址聚类方法
Pub Date : 2022-05-31 DOI: 10.1049/blc2.12014
Xi He, Ketai He, Shenwen Lin, Jinglin Yang, Hongliang Mao

Single heuristic method and incomplete heuristic conditions were difficult to cluster a large number of addresses comprehensively and accurately. Therefore, this paper analysed the associations between Bitcoin transactions and addresses and used six heuristic conditions to cluster addresses and entities. We proposed an improved change address detection algorithm and compared it with the original change address algorithm to prove the effectiveness of the improved algorithm. By adding conditional constraints, the identified change address was more accurate, and the convergence speed of the algorithm was accelerated. Our work presented the pseudo-anonymity mechanism of the Bitcoin system, which could be used by the law enforcement agencies to track and crack down illegal transactions.

单一的启发式方法和不完整的启发式条件难以全面准确地聚类大量地址。因此,本文分析了比特币交易与地址之间的关联,并使用六个启发式条件对地址和实体进行聚类。我们提出了一种改进的变更地址检测算法,并将其与原变更地址算法进行了比较,以证明改进算法的有效性。通过添加条件约束,使识别出的变化地址更加准确,加快了算法的收敛速度。我们的工作提出了比特币系统的伪匿名机制,可以被执法机构用来跟踪和打击非法交易。
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引用次数: 3
Mixing detection on Bitcoin transactions using statistical patterns 使用统计模式对比特币交易进行混合检测
Pub Date : 2022-04-05 DOI: 10.48550/arXiv.2204.02019
Ardeshir Shojaeenasab, Amir Pasha Motamed, B. Bahrak
Cryptocurrencies, particularly Bitcoin, have garnered attention for their potential in anonymous transactions. However, their anonymity has often been compromised by deanonymization attacks. To counter this, mixing services have been introduced. While they enhance privacy, they obscure fund traceability. This study seeks to demystify transactions linked to these services, shedding light on pathways of concealed and laundered money. We propose a method to identify and classify transactions and addresses of major mixing services in Bitcoin. Unlike previous research focusing on older techniques like CoinJoin, we emphasize modern mixing services. We gathered labelled data by transacting with three prominent mixers (MixTum, Blemder, and CryptoMixer) and identified recurring patterns. Using these patterns, an algorithm was created to pinpoint mixing transactions and distinguish mixer‐related addresses.The algorithm achieved a remarkable recall rate of 100%. Given the lack of clear ground truth and the vast number of unlabelled transactions, ensuring accuracy was a challenge. However, by analyzing a set of non‐mixing transactions with our model, it was confirmed that the high recall rate was not misleading. This work provides a significant advancement in monitoring mixing transactions, presenting a valuable tool against fraud and money laundering in cryptocurrency networks.
加密货币,尤其是比特币,因其在匿名交易方面的潜力而受到关注。然而,它们的匿名性经常被去匿名化攻击所破坏。为了解决这个问题,引入了混合服务。虽然它们增强了隐私性,但它们模糊了资金的可追溯性。这项研究旨在揭开与这些服务相关的交易的神秘面纱,揭示隐藏和洗钱的途径。我们提出了一种方法来识别和分类比特币中主要混合服务的交易和地址。不像之前的研究专注于CoinJoin等老技术,我们强调现代混合服务。我们通过与三个著名的混合器(MixTum, Blemder和CryptoMixer)进行交易来收集标记数据,并确定了重复出现的模式。利用这些模式,创建了一种算法来精确定位混合事务并区分与混合器相关的地址。该算法达到了100%的召回率。鉴于缺乏明确的事实依据和大量未标记交易,确保准确性是一项挑战。然而,通过使用我们的模型分析一组非混合交易,证实了高召回率并没有误导。这项工作在监控混合交易方面取得了重大进展,为打击加密货币网络中的欺诈和洗钱提供了有价值的工具。
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引用次数: 5
Distributed fusion cross-chain model and architecture 分布式融合跨链模型和体系结构
Pub Date : 2022-03-17 DOI: 10.1049/blc2.12013
Guozheng Yang, Cheng Zang, Jiajun Chen, Dongsheng Guo, Jingzhi Zhang

Cross-chain is the key technology to achieve interconnectivity and interoperability across various blockchain networks. It surpasses traditional single-chain architecture in terms of the performance, capacity, privacy, economic and technical scalability. Cross-chain can break barriers between institutions, industries, and regions. This paper integrates existing blockchain interoperability technologies and proposes a distributed fusion cross-chain model in financial industry. In order to support large scale computing and high availability requirements in financial industry, the model is built on a decentralized architecture and highly scalable. It supports large-scale isomorphic or heterogeneous blockchain cross-chain data and state interaction. And it achieves reliable financial value circulation in various underlying blockchain networks.

跨链是实现各种区块链网络互联互通的关键技术。它在性能、容量、隐私性、经济和技术可扩展性等方面都超越了传统的单链架构。跨链可以打破机构之间、行业之间、地区之间的壁垒。本文结合现有区块链互操作技术,提出了一种金融行业分布式融合跨链模型。为了支持金融行业的大规模计算和高可用性需求,该模型建立在分散式架构上,具有高度可扩展性。它支持大规模同构或异构区块链跨链数据和状态交互。并在各种底层区块链网络中实现可靠的金融价值流通。
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引用次数: 2
GPU accelerated blockchain over key-value database transactions GPU通过键值数据库事务加速区块链
Pub Date : 2022-03-04 DOI: 10.1049/blc2.12011
Konstantinos Iliakis, Konstantina Koliogeorgi, Antonios Litke, Theodora Varvarigou, Dimitrios Soudris

Blockchain is a distributed ledger based on peer-to-peer networks, originally used for crypto-currency systems. Blockchains are being used as an enabling technology for decentralised applications in the areas of Internet-of-Things, finance, supply-chain and others. Consistency, data privacy, performance, and energy efficiency are of paramount importance in such applications. The full nodes of public, permissionless blockchains undertake the task of verifying the transactions generated by the network. Full nodes perform operations such as confirming balances, transactions, and history, i.e. mostly database search queries. Consequently, their throughput is crucial for the performance of blockchain systems. In this work, the benefits of accelerating the blockchain search and insert queries by leveraging GPU platforms are studied. An extensive comparison between the most dominant utilized database is provided, i.e. LevelDB, and MegaKV, a high-performance GPU-accelerated database. Realistic operations that take place in blockchain systems are emulated and evaluated over representative scenarios, showing three orders of magnitude gains in throughput and energy efficiency without compromising the security aspect. The extensive comparison between LevelDB and MegaKV indicates that GPU acceleration is an effective solution for runtime and energy efficiency enhancement of blockchain systems, and the integration of the two technologies is a promising field of research.

区块链是一种基于点对点网络的分布式账本,最初用于加密货币系统。区块链正被用作物联网、金融、供应链等领域去中心化应用的使能技术。一致性、数据隐私、性能和能源效率在此类应用程序中至关重要。公共的、无权限的区块链的完整节点承担了验证网络生成的交易的任务。全节点执行确认余额、事务和历史等操作,即主要是数据库搜索查询。因此,它们的吞吐量对区块链系统的性能至关重要。在这项工作中,研究了利用GPU平台加速区块链搜索和插入查询的好处。提供了最主要的使用数据库之间的广泛比较,即LevelDB和MegaKV,一个高性能gpu加速数据库。区块链系统中发生的实际操作在代表性场景下进行了模拟和评估,在不影响安全方面的情况下,在吞吐量和能源效率方面显示了三个数量级的增长。LevelDB和MegaKV之间的广泛比较表明,GPU加速是提高区块链系统运行时和能效的有效解决方案,两种技术的集成是一个有前途的研究领域。
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引用次数: 3
Sharing medical data using a blockchain-based secure EHR system for New Zealand 在新西兰使用基于区块链的安全电子病历系统共享医疗数据
Pub Date : 2022-03-02 DOI: 10.1049/blc2.12012
Jack Huang, Yuan Wei Qi, Muhammad Rizwan Asghar, Andrew Meads, Yu-Cheng Tu

In New Zealand, the demand for healthcare services has grown gradually in the last decade, and it is likely to increase further. This had led to issues such as increasing treatment costs and processing time for the patients. To address the growing pressure in the healthcare sector, and its fragmented IT landscape that compounds the problems further, the New Zealand Ministry of Health aims to establish a shared Electronic Health Record (EHR) system that integrates all the major healthcare organisations such as hospitals, medical centres, and specialists. Due to its characteristics, blockchain technology could be a potential platform for building such large-scale health systems. Here, MedBloc, a blockchain-based secure EHR system that enables patients and healthcare providers to access and share health records while providing usability, security, and privacy is presented. MedBloc captures a longitudinal view of the patients’ health story and empowers the patients to regulate their own data by allowing them to give or withdraw consent for healthcare providers to access their records. To preserve the patients’ privacy and protect their health data, MedBloc uses an encryption scheme to secure records and smart contracts to enforce access control to prevent unauthorised access.

在新西兰,对医疗保健服务的需求在过去十年中逐渐增长,并且可能会进一步增加。这导致了诸如增加治疗费用和患者处理时间等问题。为了解决医疗保健行业日益增长的压力,以及其分散的IT环境使问题进一步复杂化,新西兰卫生部的目标是建立一个共享的电子健康记录(EHR)系统,该系统集成了所有主要的医疗保健组织,如医院、医疗中心和专家。由于其特点,区块链技术可能成为构建此类大规模卫生系统的潜在平台。在这里,MedBloc是一个基于区块链的安全电子病历系统,使患者和医疗保健提供者能够访问和共享健康记录,同时提供可用性、安全性和隐私性。MedBloc捕获了患者健康故事的纵向视图,并授权患者通过允许他们同意或撤回医疗保健提供者访问他们的记录来管理他们自己的数据。为了保护患者的隐私和他们的健康数据,MedBloc使用加密方案来保护记录和智能合约,以强制访问控制,防止未经授权的访问。
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引用次数: 4
Blockchain-based indoor location paging and answering service with truncated-geo-indistinguishability 基于区块链的室内位置寻呼和应答服务,具有截断地理不可区分性
Pub Date : 2021-10-16 DOI: 10.1049/blc2.12010
Changxin Yang, Xuan Ju, Erwu Liu, Yuanzhe Geng, Rui Wang

Indoor location-based services have numerous applications built on indoor navigation. Over the years, researchers have proposed various indoor navigation methods to find a certain point of interest. This paper proposes location paging and answering service (LPAS) for finding out someone in an indoor environment . However, it may face serious problems of privacy disclosure of the clients' indoor location data . To ensure security, privacy and convenience, the authors leverage blockchain to model the indoor environment, and build blockchain-based indoor LPAS (BILPAS) on blockchain by embedding our three-way-handshake Diffie–Hellman Key Agreement procedures. Our BILPAS can automatically establish a secure and privacy communication tunnel between any two users, thus greatly liberating participants from unnecessary self-determining interactions . On the premise that the certain person can also be found, the authors introduce Truncated-Geo-Indistinguishability (TGeoI) to perturb the actual location within a limited, valid, user-defined distance, thereby allowing users to obtain reasonable location privacy. The authors have put a strong emphasis in the formal treatment of the reasonable privacy guarantees, giving a rigorous definition of TGeoI and providing a comparison with Geo-Indistinguishability that the authors' method satisfies such property. Then, the authors present the BILPAS prototype and implement it on Hyperledger Fabric. Finally, the authors conduct the security and privacy analysis and evaluate the time performance. The experiment results validate the reasonable privacy, high security and convenience of the authors' framework.

基于室内位置的服务有许多基于室内导航的应用。多年来,研究人员提出了各种室内导航方法来找到某个感兴趣的点。本文提出了一种定位寻呼应答服务(LPAS),用于在室内环境中寻找某人。但是,它可能会面临严重的客户室内位置数据隐私泄露问题。为了确保安全性、隐私性和便利性,作者利用区块链对室内环境进行建模,并通过嵌入我们的三方握手Diffie-Hellman密钥协议程序,在区块链上构建基于区块链的室内LPAS (BILPAS)。我们的BILPAS可以在任意两个用户之间自动建立安全和隐私的通信隧道,从而大大解放了参与者不必要的自决定交互。在能够找到某个人的前提下,作者引入截断地理不可分辨性(trunted - geo - ininguishability, TGeoI),将实际位置扰动在有限的、有效的、用户自定义的距离内,从而使用户获得合理的位置隐私。作者强调了合理隐私保障的形式化处理,给出了TGeoI的严格定义,并与地理不可分辨性进行了比较,证明作者的方法满足这种性质。然后,作者提出了BILPAS原型,并在Hyperledger Fabric上实现。最后进行了安全性和隐私性分析,并对时间性能进行了评价。实验结果验证了作者框架具有合理的隐私性、高安全性和便捷性。
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引用次数: 1
Applying blockchain for primary financial market: A survey 区块链应用于初级金融市场:一项调查
Pub Date : 2021-09-24 DOI: 10.1049/blc2.12009
Ji Liu, Zheng Xu, Ruiqiang Li, Hang Zhao, Hongbo Jiang, Jinhui Yao, Dong Yuan, Shiping Chen

In financial market, especially primary market, it is very costly and difficult to make a deal due to discovery difficulty, information asymmetry, lack of trust, complicated trading process and low liquidity. Blockchain is an innovative technology enabling new business models of distributed data storage, point-to-point transaction and decentralized autonomous organizations via consensus. The unique features of blockchain, ‘decentralization, highly transparent, enhanced security and immutability of information’, make it a good solution candidate to meet the needs of private equity exchange. This article focuses on analysing the technical basis of the blockchain financial model and the typical application scenarios of the blockchain in the financial market. It discusses the importance of applying key blockchain technology to the financial market, especially in the primary market. Research has found that the development of blockchain technology, especially the maturity of stabilized token technology, makes it possible for blockchain to become a supporting technology to support the next generation of infrastructure in the future financial market. At present, blockchain technology has been concentrated in the issuance, registration, clearing, settlement and derivatives management of private equity and other over-the-counter securities. The use of blockchain to build a decentralized primary market has not received enough attention in research and practice, and the use of blockchain technology to establish a primary market with diverse distribution methods is still in its infancy. On this basis, this article further analyses the current problems and the possibility of solving these problems in the application of blockchain in the primary market and points out several interesting directions for future research in this field.

在金融市场,特别是一级市场,由于发现困难、信息不对称、缺乏信任、交易过程复杂、流动性低等原因,交易成本很高,难度很大。区块链是一项创新技术,通过共识实现分布式数据存储、点对点交易和去中心化自治组织的新业务模式。区块链独有的“去中心化、高度透明、增强了信息的安全性和不变性”的特点,使其成为满足私募股权交易所需求的一个很好的解决方案候选。本文重点分析了b区块链金融模型的技术基础以及b区块链在金融市场中的典型应用场景。讨论了将区块链关键技术应用于金融市场,特别是一级市场的重要性。研究发现,区块链技术的发展,特别是稳定代币技术的成熟,使得区块链有可能成为未来金融市场支撑下一代基础设施的配套技术。目前区块链技术已集中于私募股权等场外证券的发行、登记、清算、结算及衍生品管理。利用区块链技术建立分散的一级市场在研究和实践中还没有得到足够的重视,利用区块链技术建立分布方式多样的一级市场还处于起步阶段。在此基础上,本文进一步分析了区块链在一级市场应用中存在的问题和解决这些问题的可能性,并指出了该领域未来的几个有趣的研究方向。
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引用次数: 6
Welcome message from the Editors-in-Chief 总编辑致欢迎辞
Pub Date : 2021-05-27 DOI: 10.1049/blc2.12008
Erwu Liu, My T. Thai

Welcome to IET Blockchain. It is a great pleasure and privilege to serve as its Founding Editors-in-Chief. Together with IET Chief Executive Nigel Fine, we announced the launch of IET Blockchain in the World Artificial Intelligence Conference (WAIC) in July 2020. We look forward to making this journal the leading outlet for the Blockchain research community.

In 2008, Satoshi Nakamoto published the whitepaper “Bitcoin: A Peer-to-Peer Electronic Cash System” introducing a “peer-to-peer version of electronic cash” known as Bitcoin. Since then, blockchain technology that runs Bitcoin has developed into one of today's most exciting innovations with potential to impact every industry from financial, management, and healthcare, to manufacturing, information technology, and energy.

At its core, blockchain is a decentralized, immutable, public ledger that permanently records transactions between two parties without third-party authentication. This creates digital trust that opens the door to disruptive innovations in many areas including digital twin, artificial intelligence, data management, network science, and privacy-preserving. When researchers and public realized that blockchain could be used for more than cryptocurrency and has the great potential to enable innovative digital services, there was a surge of interest in how blockchain could impact other industries.

We expect IET Blockchain to become one of the premier venues to publish cutting-edge research and latest achievements to promote multidisciplinary, unbounded digital innovations of blockchain technology. Accordingly, we have invited a team of world-class researchers to serve on the editorial board, which comprises experts from internationally renowned universities and organizations such as Princeton University, Massachusetts Institute of Technology, Carnegie Mellon University, University of Florida, Oxford University, Imperial College, Technische Universität Berlin, University of Helsinki, University of Oslo, University of New South Wales, Indian Institute of Technology, Tsinghua University, Peking University, Tongji University, Hong Kong University of Science and Technology, Hong Kong Polytechnic University, National Institute of Standards and Technology (NIST), IBM, and several others.

The inaugural issue of the IET Blockchain journal covers a wide range of topics, as an evidence of the strong potential of Blockchain and its diverse applications. Research articles in this inaugural issue not only discuss about the core technologies of Blockchain, such as smart contracts, consensus algorithms, and online bootstrapping but also demonstrate the stellar performance of Blockchain in a number of applications, including unmanned aerial vehicles, railway signalling, and supply chain management.

We have been expanding our editorial board, and now have 60 editors from all over the world, covering the broad spectrum that the journal's sco

欢迎来到IET区块链。我非常高兴和荣幸地担任其创始总编辑。我们与IET首席执行官Nigel Fine一起,在2020年7月的世界人工智能大会(WAIC)上宣布推出IET区块链。我们期待着让这本杂志成为区块链研究社区的主要渠道。2008年,中本聪发表了白皮书《比特币:点对点电子现金系统》,介绍了一种被称为比特币的“点对点电子现金”。从那时起,运行比特币的区块链技术已经发展成为当今最令人兴奋的创新之一,有可能影响从金融、管理、医疗保健到制造业、信息技术和能源的每个行业。区块链的核心是一个去中心化、不可变的公共分类账,永久记录双方之间的交易,无需第三方认证。这创造了数字信任,为许多领域的颠覆性创新打开了大门,包括数字孪生、人工智能、数据管理、网络科学和隐私保护。当研究人员和公众意识到区块链不仅可以用于加密货币,而且具有实现创新数字服务的巨大潜力时,人们对区块链如何影响其他行业产生了浓厚的兴趣。我们期待IET Blockchain成为发布前沿研究和最新成果的主要场所之一,促进区块链技术的多学科、无界数字创新。为此,我们邀请了来自普林斯顿大学、麻省理工学院、卡耐基梅隆大学、佛罗里达大学、牛津大学、帝国理工学院、Universität柏林工业大学、赫尔辛基大学、奥斯陆大学、新南威尔士大学、印度理工学院、清华大学等国际知名大学和组织的专家组成编委。北京大学、同济大学、香港科技大学、香港理工大学、国家标准与技术研究院(NIST)、IBM等。IET区块链期刊的创刊号涵盖了广泛的主题,作为区块链及其各种应用的强大潜力的证据。本期创刊号的研究文章不仅讨论了区块链的核心技术,如智能合约、共识算法和在线引导,还展示了区块链在无人机、铁路信号和供应链管理等多个应用中的出色表现。我们一直在扩大我们的编辑委员会,现在有来自世界各地的60名编辑,涵盖了期刊范围所代表的广泛范围。我们要感谢这些编辑的指导和辛勤工作。我们鼓励潜在的客座编辑组织特刊。我们也欢迎关注或建议,以改善我们的期刊。最后,我们要感谢IET Blockchain的制作团队,当然还有许多同行审稿人,他们使期刊成为可能。最后,但并非最不重要的是,我们要感谢IET Blockchain的作者和读者,感谢你们在期刊上提交和引用工作的支持。我们期待在2021年及以后为您和更广泛的区块链研究社区服务。
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引用次数: 0
Empirically comparing the performance of blockchain's consensus algorithms 实证比较区块链共识算法的性能
Pub Date : 2021-05-13 DOI: 10.1049/blc2.12007
Ashar Ahmad, Abdulrahman Alabduljabbar, Muhammad Saad, DaeHun Nyang, Joongheon Kim, David Mohaisen

Blockchain-based audit systems suffer from low scalability and high message complexity. The root cause of these shortcomings is the use of “Practical Byzantine Fault Tolerance” (PBFT) consensus protocol in those systems. Alternatives to PBFT have not been used in blockchain-based audit systems due to the limited knowledge about their functional and operational requirements. Currently, no blockchain testbed supports the execution and benchmarking of different consensus protocols in a unified testing environment. This paper demonstrates building a blockchain testbed that supports the execution of five state-of-the-art consensus protocols in a blockchain system; namely PBFT, Proof-of-Work (PoW), Proof-of-Stake (PoS), Proof-of-Elapsed Time (PoET), and Clique. Performance evaluation of those consensus algorithms is carried out using data from a real-world audit system. These results show that the Clique protocol is best suited for blockchain-based audit systems, based on scalability features.

基于区块链的审计系统存在低可扩展性和高消息复杂性的问题。这些缺点的根本原因是在这些系统中使用了“实用拜占庭容错”(PBFT)共识协议。由于对其功能和操作要求的了解有限,PBFT的替代品尚未用于基于区块链的审计系统。目前,没有区块链测试平台能够在统一的测试环境中支持不同共识协议的执行和基准测试。本文演示了如何构建一个区块链测试平台,支持在区块链系统中执行五种最先进的共识协议;即PBFT、工作量证明(PoW)、权益证明(PoS)、运行时间证明(PoET)和Clique。这些共识算法的性能评估是使用来自现实世界审计系统的数据进行的。这些结果表明,基于可扩展性特性,Clique协议最适合基于区块链的审计系统。
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引用次数: 8
期刊
IET Blockchain
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