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EthVault: A Secure and Resource-Conscious FPGA-Based Ethereum Cold Wallet EthVault:一个安全且资源意识强的基于fpga的以太坊冷钱包
Pub Date : 2025-12-06 DOI: 10.1049/blc2.70028
Joel Poncha Lemayian, Ghyslain Gagnon, Kaiwen Zhang, Pascal Giard

Cryptocurrency blockchain networks safeguard digital assets using cryptographic keys, with wallets playing a critical role in generating, storing, and managing these keys. Wallets, typically categorized as hot and cold, offer varying degrees of security and convenience. However, they are generally software-based applications running on microcontrollers. Consequently, they are vulnerable to malware and side-channel attacks, allowing perpetrators to extract private keys by targeting critical algorithms, such as ECC, which processes private keys to generate public keys and authorize transactions. To address these issues, this work presents EthVault, the first hardware architecture for an Ethereum hierarchically deterministic cold wallet, featuring hardware implementations of key algorithms for secure key generation. Also, an ECC architecture resilient to side-channel and timing attacks is proposed. Moreover, an architecture of the child key derivation function, a fundamental component of cryptocurrency wallets, is proposed. The design minimizes resource usage, meeting market demand for small, portable cryptocurrency wallets. FPGA implementation results validate the feasibility of the proposed approach. The ECC architecture exhibits uniform execution behavior across varying inputs, while the complete design utilizes only 27%, 7%, and 6% of LUTs, registers, and RAM blocks, respectively, on a Xilinx Zynq UltraScale+ FPGA.

加密货币区块链网络使用加密密钥保护数字资产,钱包在生成、存储和管理这些密钥方面发挥着关键作用。钱包通常分为冷热两种,提供不同程度的安全性和便利性。然而,它们通常是运行在微控制器上的基于软件的应用程序。因此,它们很容易受到恶意软件和侧通道攻击的攻击,允许犯罪者通过针对关键算法(例如ECC)提取私钥,ECC处理私钥以生成公钥并授权交易。为了解决这些问题,本工作提出了EthVault,这是以太坊分层确定性冷钱包的第一个硬件架构,具有用于安全密钥生成的密钥算法的硬件实现。同时,提出了一种抗侧信道和定时攻击的ECC结构。此外,提出了一种子密钥派生函数的体系结构,这是加密货币钱包的基本组成部分。该设计最大限度地减少了资源使用,满足了市场对小型便携式加密货币钱包的需求。FPGA实现结果验证了所提方法的可行性。ECC架构在不同的输入中表现出统一的执行行为,而完整的设计在Xilinx Zynq UltraScale+ FPGA上分别仅使用27%,7%和6%的lut,寄存器和RAM块。
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引用次数: 0
CoINS-Parking: Compressed IoT Blockchain Network Smart Parking CoINS-Parking:压缩物联网区块链网络智能停车
Pub Date : 2025-11-20 DOI: 10.1049/blc2.70027
Danial Fazelpour, Athena Abdi

In this paper, CoINS-Parking, a compressed IoT blockchain network for smart parking systems, is presented. Smart parking collects data and processes it to provide real-time information about parking availability. This data includes the environmental information through the sensors and the users' information, which mainly has a confidentiality requirement. In CoINS-Parking, this data is transmitted to the blockchain network using a hybrid mesh-star topology. Data integrity, confidentiality, and memory management are the main requirements of this data-driven system that are provided through hashing, encryption, and data compression. Moreover, the response time of CoINS-Parking is improved by optimizing the mentioned schemes and modifying the conventional hash structure. This scheme finds the previous chain of the network in a short time, employing the largest prime factor in tree construction. To evaluate the efficiency of the proposed method, various experiments are considered, and it is compared to related studies. Based on these experiments, CoINS-Parking outperforms related methods in terms of memory and gas usage by about 4.4% and improves their security dramatically in cost of about 11% increase in execution time.

本文提出了一种用于智能停车系统的压缩物联网区块链网络——CoINS-Parking。智能停车收集数据并对其进行处理,以提供有关停车位可用性的实时信息。该数据包括通过传感器获取的环境信息和用户信息,主要具有保密性要求。在CoINS-Parking中,这些数据使用混合网格-星型拓扑传输到区块链网络。数据完整性、机密性和内存管理是这个数据驱动系统的主要需求,这些需求是通过散列、加密和数据压缩提供的。此外,通过优化上述方案和修改传统哈希结构,提高了coin - parking的响应时间。该方案在短时间内找到网络的前一个链,在树的构造中使用最大的素数因子。为了评价所提方法的有效性,考虑了各种实验,并与相关研究进行了比较。基于这些实验,CoINS-Parking在内存和气体使用方面优于相关方法约4.4%,并且在执行时间增加约11%的成本下显着提高了安全性。
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引用次数: 0
Building Blockchain-Driven Dynamic Tax Base Dark Matter Monitoring and Governance Model: Cryptocurrency, International Tax System Reconstruction, and Global Governance 构建区块链驱动的动态税基暗物质监测和治理模型:加密货币、国际税收体系重建和全球治理
Pub Date : 2025-11-20 DOI: 10.1049/blc2.70026
Yisheng Lin

Cryptocurrency taxation poses a fundamental dilemma: how to ensure compliance while protecting privacy and enabling real-time cross-border coordination. This paper introduces a blockchain-driven framework to address these challenges. First, a permissioned consortium chain with a multi-channel architecture links OECD tax authorities, compliant exchanges and international organizations, safeguarding data sovereignty. Second, a dynamic account-transaction graph with rule-guided subgraph templates detects hidden ‘tax-base dark matter’ behaviours, including mixing services, cross-chain transfers and NFT profit masking. Third, a zero-knowledge proof protocol (zero-knowledge-TaxProof) encodes tax rules into verifiable arithmetic circuits, allowing taxpayers to prove taxable conditions without exposing details. Fourth, a dynamic-weight PBFT mechanism ties node voting power to data integrity, accuracy and responsiveness, enabling multinational collaboration. Fifth, off-chain identity anchoring with on-chain KYC decoupling preserves privacy while permitting traceability strictly under judicial authorization. Finally, a real-time dashboard and adaptive early-warning system monitors global tax-base changes with sub-minute responsiveness. Experiments on a Hyperledger Fabric testbed show the model achieves 87.8% identification accuracy, an average dark-matter capture rate of 88.9%, leakage entropy of 2.3 bits and event confirmation within 53 s. These results demonstrate a feasible, sustainable paradigm for reconstructing global digital tax governance that balances privacy, compliance and efficiency.

加密货币税收带来了一个根本性的难题:如何在保护隐私和实现实时跨境协调的同时确保合规性。本文介绍了一个区块链驱动的框架来解决这些挑战。首先,一个具有多渠道架构的许可联盟链将经合组织税务机关、合规交易所和国际组织联系起来,保护数据主权。其次,带有规则引导子图模板的动态账户交易图检测隐藏的“税基暗物质”行为,包括混合服务、跨链转移和NFT利润掩盖。第三,零知识证明协议(zero-knowledge- taxproof)将税收规则编码到可验证的算术电路中,允许纳税人在不暴露细节的情况下证明应税条件。第四,动态权重PBFT机制将节点投票权与数据完整性、准确性和响应性联系起来,从而实现跨国协作。第五,链下身份锚定与链上KYC解耦保护隐私,同时严格在司法授权下允许可追溯性。最后,一个实时仪表板和自适应预警系统监测全球税基变化,反应速度低于分钟。在Hyperledger Fabric测试台上的实验表明,该模型的识别准确率为87.8%,平均暗物质捕获率为88.9%,泄漏熵为2.3比特,事件确认时间为53秒。这些结果为重建平衡隐私、合规性和效率的全球数字税收治理提供了一个可行、可持续的范例。
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引用次数: 0
DRAC-PBFT: PBFT Consensus Optimisation Algorithm Based on Dynamic Reputation and Adaptive Clustering 基于动态声誉和自适应聚类的PBFT一致性优化算法
Pub Date : 2025-10-26 DOI: 10.1049/blc2.70025
Xiaohong Deng, Li Zhang, Yijie Zou, Weizhi Xiong, Kangting Li

The popularity of mobile smart terminals has driven edge computing to become a research hotspot, and blockchain technology provides a new way to address data security 15 in edge computing; however, traditional consensus algorithms are difficult to adapt to IoT environments with limited storage and computational resources. For this reason, this paper proposes a Practical Byzantine Fault Tolerance (PBFT) consensus optimisation algorithm based on dynamic reputation and adaptive clustering (DRAC-PBFT). First, a hierarchical regulation model based on dynamic reputation is proposed, where nodes are divided into upper-layer and lower-layer node sets according to their reputation values, which are responsible for consensus decision-making and data validation and forwarding, respectively. A reputation assessment mechanism based on node roles and behaviours is proposed to dynamically adjust the node tiers and maintain incentives. The master node selection is randomly generated in the upper-layer nodes using SHA-256 hash to ensure security. Second, the weight factor and the number of clusters K are dynamically adjusted by comprehensively considering the node reputation and load condition, and the geographic coordinates and Euclidean distance of the edge gateway nodes are used for efficient clustering to optimise the data transmission path and reduce the latency. Finally, a two-layer consensus mechanism with separation of duties is designed, where the lower-layer nodes pre-verify the transactions within the cluster and submit only qualified data to the cluster head to reduce redundant communication. Inter-cluster interactions are coordinated by the upper consensus layer to ensure consistency and optimize data synchronisation. Experimental results show that DRAC-PBFT improves the average throughput by 67% and reduces the average delay by 50% compared to PBFT. Compared with other PBFT improvement algorithms, DRAC-PBFT shows better performance in large-scale consortium chain environments, and is suitable for IoT or edge computing environments with limited computing resources and stringent requirements on latency and throughput.

移动智能终端的普及推动边缘计算成为研究热点,区块链技术为解决边缘计算中的数据安全问题15提供了新的途径;然而,传统的共识算法难以适应存储和计算资源有限的物联网环境。为此,本文提出了一种基于动态声誉和自适应聚类的实用拜占庭容错(PBFT)共识优化算法(drad -PBFT)。首先,提出了一种基于动态声誉的分层调节模型,将节点根据其声誉值划分为上层和下层节点集,分别负责共识决策和数据验证转发。提出了一种基于节点角色和行为的声誉评估机制,以动态调整节点层级和保持激励。主节点选择在上层节点中随机生成,采用SHA-256哈希算法保证安全性。其次,综合考虑节点声誉和负载情况,动态调整权重因子和簇数K,利用边缘网关节点的地理坐标和欧氏距离进行高效聚类,优化数据传输路径,降低时延;最后,设计了职责分离的两层共识机制,下层节点对集群内的事务进行预验证,只向集群头提交符合条件的数据,减少冗余通信。集群间的交互由上层共识层协调,以确保一致性和优化数据同步。实验结果表明,与PBFT相比,dra -PBFT的平均吞吐量提高了67%,平均延迟降低了50%。与其他PBFT改进算法相比,dra -PBFT在大规模财团链环境中表现出更好的性能,适用于计算资源有限、对延迟和吞吐量要求严格的物联网或边缘计算环境。
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引用次数: 0
Blockchain-Enhanced Distributed Cache Management for Top-Level Domain Resolution Optimization 面向顶级域名解析优化的区块链增强分布式缓存管理
Pub Date : 2025-10-04 DOI: 10.1049/blc2.70024
Lianjie Song, Xueshan Lin

In the current Internet era, whether the domain name system (DNS) can achieve efficient resolution is of great significance for optimizing user experience and promoting global development. However, the existing DNS architectures have flaws in dealing with network service latency and ensuring their own robustness. Based on this, this study constructs a blockchain-based distributed domain master architecture, aiming to optimize the resolution effect of top-level domains (TLDs). As internet service latency continues to pose severe challenges to user experience and global development, the demand for accelerated DNS resolution always exists. Although local caching has always been helpful in improving DNS efficiency, how to ensure the integrity of cached records is a tricky problem. The new architecture proposed in this study adopts a consortium blockchain framework, allowing nodes to freely enter and exit. Consensus is reached through the 3R-PBFT algorithm, strengthening system security. Focusing on the top-level domains of.com and.net, an in-depth exploration is conducted on the effect of locally deployed caches on resolution time, highlighting the key value of TLD caches in enhancing the DNS resolution speed. Experimental results show that the local cache implemented through the consortium blockchain architecture can not only improve the security of the cache but also reduce the latency of DNS resolution.

在当前互联网时代,域名系统(DNS)能否实现高效解析,对于优化用户体验、促进全球发展具有重要意义。然而,现有的DNS架构在处理网络服务延迟和保证自身鲁棒性方面存在缺陷。基于此,本研究构建了基于区块链的分布式域主架构,旨在优化顶级域的解析效果。随着互联网服务延迟不断给用户体验和全球发展带来严峻挑战,对DNS加速解析的需求一直存在。尽管本地缓存一直有助于提高DNS效率,但如何确保缓存记录的完整性是一个棘手的问题。本研究提出的新架构采用联合体区块链框架,允许节点自由进出。通过3R-PBFT算法达成共识,增强系统安全性。以“。com”和“。net”顶级域名为例,深入探讨了本地部署缓存对解析时间的影响,突出了TLD缓存在提高DNS解析速度方面的关键价值。实验结果表明,通过财团区块链架构实现的本地缓存不仅可以提高缓存的安全性,还可以降低DNS解析的延迟。
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引用次数: 0
Reinforcing Cloud Attack Tolerance on a Large Scale: Advanced Blockchain Technologies With Hierarchical Risk and Smart Contracts 大规模增强云攻击容忍度:具有分层风险和智能合约的先进区块链技术
Pub Date : 2025-09-24 DOI: 10.1049/blc2.70023
Faiza Benmenzer, Rachid Beghdad, Alaa Eddine Khalfoune

The distributed denial of service (DDoS) attacks represent a real danger on cloud computing systems, the existing security approaches have notable limitations such as centralization, lack of adaptability and scalability, and focusing on detection over mitigation. In this paper, we present a novel blockchain-based system to enhance attack tolerance of cloud systems against DDoS attacks by integrating a hierarchical risk-based cloud attack tolerance mechanism with smart contracts, The proposed approach ensures comprehensive threat detection and mitigation by estimating risks at all three layers: local, cluster, and global dynamically using Dempster–Shafer theory. Simulations validated the superiority of our approach compared to similar systems in terms of availability, attack detection rate, and packet loss metrics in large-scale cloud simulation of 10,000 nodes. The results demonstrate that our system not only improves security but also maintains service quality under high-intensity attack scenarios. Additionally, the implementation of our blockchain architecture shows significant scalability and cost-efficiency, thus, confirming its suitability for large cloud deployments. Furthermore, the reliability of the smart contracts against potential threats were confirmed by a formal security analysis using the Echidna tool.

分布式拒绝服务(DDoS)攻击对云计算系统构成了真正的威胁,现有的安全方法存在明显的局限性,例如集中化、缺乏适应性和可扩展性,以及侧重于检测而不是缓解。在本文中,我们提出了一种新的基于区块链的系统,通过将基于分层风险的云攻击容忍机制与智能合约集成来增强云系统对DDoS攻击的容忍度,所提出的方法通过使用Dempster-Shafer理论动态估计所有三层的风险来确保全面的威胁检测和缓解:本地、集群和全局。仿真验证了我们的方法在10,000个节点的大规模云模拟中的可用性,攻击检测率和数据包丢失指标方面与类似系统相比的优越性。结果表明,在高强度攻击场景下,系统不仅提高了安全性,而且保持了服务质量。此外,区块链架构的实现显示了显著的可伸缩性和成本效率,从而证实了它适合大型云部署。此外,使用Echidna工具进行的正式安全分析证实了智能合约对潜在威胁的可靠性。
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引用次数: 0
Guest Editorial: Blockchain Evolution: Architecture and Applications 嘉宾评论:区块链演进:架构和应用
Pub Date : 2025-08-21 DOI: 10.1049/blc2.70022
Hao Guo, Wanxin Li

As a disruptive technology, blockchain has attracted widespread attention from academia and industry. However, current blockchain technologies still suffer from many severe problems, for example, insufficient trust and security, vulnerability to attacks, low efficiency, poor scalability, low throughput, high energy consumption, privacy leakage, and the inability to remove dishonest or harmful information once it has been recorded. Hence, blockchain evolution is urgently demanded, including its fundamental architecture, consensus mechanism, and new applications. The recent advances in artificial intelligence have offered opportunities to detect anomalies and optimise resources. The evolution of blockchain in architecture, intelligence, and consensus protocol will further extend its applications to broader fields. The current special issue is focused on research ideas, articles and experimental studies related to ‘Blockchain Evolution: Architecture and Applications’ for learning, analysing, and forecasting the various aspects of blockchain.

In this special issue, we have received 12 papers, all of which underwent peer review. Of the 12 originally submitted papers, three have been accepted and nine have been ‘rejected with referral,’ that is, they did not meet the IET Blockchain criteria for publication. Thus, the overall submissions were of high quality, which marks the success of this special issue.

The three eventually accepted papers can be clustered into three main categories, namely theoretical, applications and case studies. The papers in the first category introduce innovations in Ethereum cost optimisation in Layer 2 rollups via EIP-4844, including gas efficiency and economic analysis, to provide solutions for gas costs and system design. The paper in this category is by Dyade et al. The second category of paper designs a system for the blockchain-based intelligent disbursement in national scholarship portal. The paper in this category is by Samu et al. The last category proposes a case study for the adoption of blockchain-based cryptocurrency as a payment method in Saudi Arabia. The paper in this category is by Alrehaili et al. A brief presentation of each of the papers in this special issue follows.

Dyade et al. introduce a comprehensive gas efficiency and economic analysis of EIP-4844's impact on Layer 2 rollups, providing mathematical models, simulation results and architectural diagrams to illustrate the improvements in gas costs and system design. EIP-4844 is poised to drive significant improvements in the efficiency, performance and cost-effectiveness of Ethereum Layer 2 rollups, paving the way for a more scalable and economically viable blockchain ecosystem. Access the full paper using the following link: https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/blc2.70014

Samu et al. propose a blockchain-based scholarship module to address these challenges and automate the entire scholarship pro

区块链作为一项颠覆性技术,已经引起了学术界和工业界的广泛关注。但是,目前的区块链技术仍然存在许多严重的问题,如信任和安全性不足、易受攻击、效率低、可扩展性差、吞吐量低、能耗高、隐私泄露、不诚实或有害信息被记录后无法删除等。因此,迫切需要区块链的发展,包括其基本架构,共识机制和新的应用。人工智能的最新进展为检测异常和优化资源提供了机会。区块链在架构、智能、共识协议等方面的发展将进一步扩展其应用到更广泛的领域。本期特刊聚焦于与“b区块链演化:架构与应用”相关的研究思路、文章和实验研究,用于学习、分析和预测区块链的各个方面。本期特刊共收到12篇论文,均经过同行评议。在最初提交的12篇论文中,3篇被接受,9篇被“推荐拒绝”,也就是说,它们不符合IET区块链的发表标准。因此,所有的投稿都是高质量的,这标志着本期特刊的成功。三篇最终被接受的论文可以分为三大类,即理论、应用和案例研究。第一类的论文通过EIP-4844介绍了以太坊在第2层聚合中成本优化的创新,包括燃气效率和经济分析,为燃气成本和系统设计提供解决方案。这一类的论文是Dyade等人的。第二类论文设计了一个基于区块链的国家奖学金门户智能支付系统。这一类的论文是Samu等人的。最后一个类别提出了在沙特阿拉伯采用基于区块链的加密货币作为支付方式的案例研究。这一类的论文是Alrehaili等人的。以下是本期特刊中每篇论文的简要介绍。Dyade等人介绍了EIP-4844对第2层卷积影响的综合燃气效率和经济分析,提供了数学模型、仿真结果和架构图,以说明燃气成本和系统设计的改进。EIP-4844将显著提高以太坊第2层聚合的效率、性能和成本效益,为更具可扩展性和经济可行性的区块链生态系统铺平道路。使用以下链接访问全文:https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/blc2.70014Samu等人提出了一个基于区块链的奖学金模块,以解决这些挑战并自动化整个奖学金流程。该论文强调了使用超级账本结构网络的变革性影响,该网络提供了一个万无一失的系统,简化了整个申请流程和资金支付。拟议的整合还确保了强大的申请验证、利益相关者的问责制、透明的奖学金选择标准、资金支付的自动和彻底跟踪、不可变的交易历史、安全的授权和严格的合规措施。因此,建议制度的实施旨在减轻学生在求学期间面临的经济不安全感,简化他们寻找奖学金机会的过程,使他们能够更多地专注于学业追求。使用以下链接访问全文:https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/blc2.12092Alrehaili等人调整技术接受模型,通过基于区块链的加密货币作为沙特阿拉伯的支付方式(BCAP-SA)模型探索加密货币的采用。模型内的因素使用实验小任务方法和调查进行评估。一个关键的组成部分是一个教育包,提供全面的材料来解释区块链技术。这些发现证实了调查的可靠性。大多数模型因素在影响用户使用加密货币的意愿方面具有统计学意义。研究发现,感知易用性、感知有用性和感知信任显著影响被试的意向。此外,低交易费用和年龄是影响技术接受模型核心结构的主要因素。统计分析表明,去中心化和匿名性不重要,因此被排除在修订的BCAP-SA模型之外。这些发现凸显了在沙特阿拉伯加强加密货币采用的潜力。该研究的见解可以指导促进该地区更广泛使用加密货币的策略。 通过以下链接访问全文:https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/blc2.70002All本期特刊所选论文表明,区块链领域正在稳步向前发展。区块链已经从一个简单的加密货币分类账发展成为一个复杂的平台,支持可编程智能合约和金融以外的各种应用。架构创新的重点是可伸缩性、互操作性、隐私性和可持续性。应用程序现在跨越了DeFi、供应链、身份、医疗保健、游戏、治理等领域,推动了更加透明、高效和以用户为中心的数字未来(Web 3.0)的愿景。尽管挑战依然存在,但该技术仍在迅速成熟。郭浩分别于2012年和2014年分别在中国西安西北大学和美国芝加哥伊利诺伊理工学院获得学士和硕士学位,并于2020年在美国纽瓦克特拉华大学获得计算机科学博士学位。他目前是美国西北工业大学软件学院的助理教授。他的研究兴趣包括区块链和分布式账本技术、隐私保护计算、应用密码学和物联网(IoT)安全。他是ACM和IEEE的成员。李万欣,西交利物浦大学通信与网络系助理教授。他在特拉华大学获得博士和硕士学位,在重庆大学获得学士学位。他是IEEE ITSS最佳论文奖和IEEE TEMS杰出博士论文奖的获得者。他的研究兴趣包括区块链、安全与隐私和联合学习。他是英国高等教育学院院士和IET成员。
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引用次数: 0
A Next-Generation Approach to Airline Reservations: Integrating Cloud Microservices With AI and Blockchain for Enhanced Operational Performance 新一代机票预订方法:将云微服务与人工智能和区块链集成,以提高运营绩效
Pub Date : 2025-08-16 DOI: 10.1049/blc2.70020
Biman Barua, M. Shamim Kaiser

This paper introduces an architecture for a next-generation airline system, utilising cloud-based microservices, distributed Artificial intelligence (AI), and blockchain to overcome critical system limitations of scale, integrity of data, and avenues of customer inefficiency. In the modular architecture, reservations, payments, and customer profiles can be managed independently, thereby improving scalability by 40% and availability by 30%. AI modules analyse historical data of bookings and user behaviours for demand forecasting and for making personalised recommendations, which, in turn, increases customer engagement by 25%. Blockchain provides proper secure tamper-proof record-keeping of transactions, thereby minimising fraud and increasing data transparency by 20%. The proposed system was evaluated under real-world traffic occurrences, simulating concurrent users in the range of 100–1000, employing a simulation platform that was built for this purpose. The proposed approach reduces transaction latency by 15% and offers a 35% enhancement in throughput for secure data as compared to the usual Systems - Ablation confirms that each module (AI, blockchain, microservices) contributes uniquely to the performance of the system. This architecture holds cross-domain potential, especially for logistics and hospitality. The findings emphasise the transformation possible when we use AI, blockchain, and cloud services in mission-critical, high-demand environments.

本文介绍了下一代航空系统的架构,利用基于云的微服务、分布式人工智能(AI)和区块链来克服规模、数据完整性和客户效率低下途径等关键系统限制。在模块化架构中,预订、支付和客户配置文件可以独立管理,从而将可伸缩性提高40%,可用性提高30%。人工智能模块分析预订和用户行为的历史数据,以进行需求预测并提出个性化建议,从而将客户参与度提高25%。区块链为交易提供适当的安全防篡改记录,从而最大限度地减少欺诈,并将数据透明度提高20%。所提出的系统在真实的流量情况下进行了评估,模拟了100-1000范围内的并发用户,采用了为此目的而构建的仿真平台。与通常的系统相比,提议的方法减少了15%的事务延迟,并提供了35%的安全数据吞吐量增强-消融确认每个模块(AI,区块链,微服务)对系统性能有独特的贡献。这种架构具有跨领域的潜力,特别是在物流和酒店业。研究结果强调了当我们在关键任务、高需求环境中使用人工智能、区块链和云服务时,可能发生的转变。
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引用次数: 0
Mixing Services in Bitcoin and Ethereum Ecosystems: A Review 比特币和以太坊生态系统中的混合服务:综述
Pub Date : 2025-08-12 DOI: 10.1049/blc2.70021
Alireza Arbabi, Ardeshir Shojaeinasab, Homayoun Najjaran

This manuscript presents an exhaustive review of blockchain-based mixing services, aiming to fill the existing gap between academic innovations and real-world implementations. Starting with an identification of the core functionalities and techniques employed by mixing services, the paper delves into detailed explanations of these operational mechanisms. It further outlines an evaluation framework tailored for a rigorous assessment, highlighting the key vulnerabilities and strengths of various solutions. In addition, the study identifies potential attack vectors that compromise these services. The paper explores the dual nature of mixing services: while they contribute to the preservation of privacy—a cornerstone of blockchain technologies—they can also facilitate illicit activities. By addressing key research questions, this study not only offers a comprehensive overview of the current state of mixing services but also sets the stage for future academic discourse in this evolving field.

这份手稿对基于区块链的混合服务进行了详尽的回顾,旨在填补学术创新与现实世界实现之间的现有差距。本文从识别混合服务所使用的核心功能和技术开始,深入研究这些操作机制的详细解释。它进一步概述了为严格评估量身定制的评估框架,突出了各种解决方案的主要弱点和优势。此外,该研究还确定了危及这些服务的潜在攻击媒介。本文探讨了混合服务的双重性质:虽然它们有助于保护隐私(区块链技术的基石),但它们也可能促进非法活动。通过解决关键的研究问题,本研究不仅提供了混合服务现状的全面概述,而且还为这个不断发展的领域的未来学术论述奠定了基础。
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引用次数: 0
Enhancing Smart Classroom Evaluation With Blockchain and PBFT 运用区块链和PBFT加强智能课堂评价
Pub Date : 2025-07-29 DOI: 10.1049/blc2.70018
Lihong Cheng, Likun Zhang, Guiying Deng

The rapid development of educational informatisation has made smart classrooms a key platform for advancing innovative teaching methods. However, traditional evaluation systems face challenges related to data security, fairness, and result traceability. This paper introduces a blockchain-based teaching evaluation system for smart classrooms to address these issues and improve teaching quality and management efficiency. The system employs a cloud-network-edge-device architecture, integrating cloud computing, network communication, and edge devices for real-time data collection, secure transmission, and intuitive visualisation. Blockchain technology ensures data integrity and transparency, while the practical Byzantine fault tolerance consensus algorithm maintains system reliability and prevents data manipulation. Experiments conducted at Dalian Jiaotong University demonstrate that the smart classroom improves teaching quality by 20% compared to traditional classrooms. The system is particularly effective in enhancing teaching resources and real-time communication, though improvements in student engagement are still needed. System performance tests indicate that the platform maintains low response times and stability under varying levels of concurrent requests, demonstrating its capability to support high-demand teaching scenarios and ensure data consistency and transparency.

教育信息化的快速发展,使智能课堂成为推进教学创新的重要平台。然而,传统的评估系统面临着数据安全性、公平性和结果可追溯性等方面的挑战。本文介绍了一种基于区块链的智能课堂教学评估系统,以解决这些问题,提高教学质量和管理效率。系统采用云-网络-边缘设备架构,集云计算、网络通信、边缘设备于一体,实现数据的实时采集、安全传输和直观可视化。区块链技术保证了数据的完整性和透明性,而实用的拜占庭容错一致性算法保持了系统的可靠性,防止了数据被操纵。在大连交通大学进行的实验表明,与传统课堂相比,智能课堂的教学质量提高了20%。该系统在加强教学资源和实时交流方面特别有效,但仍需要提高学生的参与度。系统性能测试表明,该平台在不同并发请求级别下保持了较低的响应时间和稳定性,证明了其支持高需求教学场景的能力,并确保了数据的一致性和透明性。
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IET Blockchain
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