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一种使用混合区块链系统的协作物联网网络的安全端到端通信框架。

A secure end-to-end communication framework for cooperative IoT networks using hybrid blockchain system.

作者信息

Erukala Suresh Babu, Tokmakov Dimitar, Perumalla Anoosha, Kaluri Rajesh, Bekyarova-Tokmakova Anna, Mileva Nevena, Lubomirov Slavi

机构信息

Department of Computer Science & Engineering, National Institute of Technology Warangal, Warangal, Telangana, India.

Faculty of Physics and Technology, University of Plovdiv Paisii Hilendarski, 4000, Plovdiv, Bulgaria.

出版信息

Sci Rep. 2025 Apr 1;15(1):11077. doi: 10.1038/s41598-025-96002-w.

Abstract

The Internet of Things (IoT) is a disruptive technology that underpins Industry 5.0 by integrating various service technologies to enable intelligent connectivity among smart objects. These technologies enhance the convergence of Information Technology (IT), Operational Technology (OT), Core Technology (CT), and Data Technology (DT) networks, improving automation and decision-making capabilities. While cloud computing has become a mainstream technology across multiple domains, it struggles to efficiently manage the massive volume of OT data generated by IoT devices due to high latency, data transfer costs, limited resilience, and insufficient context awareness. Fog computing has emerged as a viable solution, extending cloud capabilities to the edge through a distributed peer-to-peer (P2P) network, enabling decentralized data processing and management. However, IoT networks still face critical challenges, including connectivity, heterogeneity, scalability, interoperability, security, and real-time decision-making constraints. Security is a key challenge in IoT implementations, including secure data communication, IoT edge and fog device identity, end-to-end authentication, and secure storage. This paper presents an efficient blockchain-based framework that creates a secure end-to-end communication cooperative flow IoT network. The framework utilizes a hybrid blockchain network that collaborates to offer a collaborative flow of end-to-end secure communication from end devices to cloud storage. The fog servers will maintain a private blockchain as a next-generation public key infrastructure to identify and authenticate the IoT's edge devices. The consortium blockchain will be maintained in the cloud and integrated with the permission blockchain system. This system ensures secure cloud storage, authorization, efficient key exchange, and remote protection (encryption) of all sensitive information. To improve the synchronization and block generation, reduce overhead, and ensure scalable IoT network operation, we proposed the threshold signature-based Proof of Stake and Validation (PoSV) consensus. Additionally, lightweight authentication protects resource-constrained IoT nodes using an aggregate signature, ensuring security and performance in real-time scenarios. The proposed system is implemented, and its performance is evaluated using key metrics such as cryptographic processing overhead, consensus efficiency, block acceptance time, and transaction delay. The findings show that threshold signature-based Proof of Stake and Validation (PoSV) consensus, reduces the computational burden of individual signature verification, which results in an optimized transaction latency of 80-150 ms, compared to the previous 100-200 ms without Non-PoSV. Additionally, aggregating multiple signatures from different authentication events reduces signing time by 1.98 ms compared to the individual signature time of 2.72 ms and the overhead of verifying multiple individual transactions is 2.87 ms is significantly reduced to1.46 ms along with authentication delay ranges between 95-180 ms. Hence, the proposed framework improves over existing approaches regarding linear computing complexity, increased cryptographic methods, and a more efficient consensus process.

摘要

物联网(IoT)是一项颠覆性技术,通过整合各种服务技术来支持工业5.0,以实现智能对象之间的智能连接。这些技术增强了信息技术(IT)、运营技术(OT)、核心技术(CT)和数据技术(DT)网络的融合,提高了自动化和决策能力。虽然云计算已成为多个领域的主流技术,但由于高延迟、数据传输成本、有限的弹性和不足的上下文感知能力,它难以有效管理物联网设备生成的大量OT数据。雾计算作为一种可行的解决方案应运而生,它通过分布式对等(P2P)网络将云功能扩展到边缘,实现分散式数据处理和管理。然而,物联网网络仍然面临关键挑战,包括连接性、异构性、可扩展性、互操作性、安全性和实时决策约束。安全是物联网实施中的一个关键挑战,包括安全数据通信、物联网边缘和雾设备身份、端到端认证和安全存储。本文提出了一个基于区块链的高效框架,该框架创建了一个安全的端到端通信协作流物联网网络。该框架利用混合区块链网络进行协作,以提供从终端设备到云存储的端到端安全通信协作流。雾服务器将维护一个私有区块链作为下一代公钥基础设施,以识别和认证物联网的边缘设备。联盟区块链将在云中维护并与许可区块链系统集成。该系统确保所有敏感信息的安全云存储、授权、高效密钥交换和远程保护(加密)。为了提高同步和区块生成效率,减少开销,并确保物联网网络的可扩展运行,我们提出了基于阈值签名的权益证明和验证(PoSV)共识机制。此外,轻量级认证使用聚合签名保护资源受限的物联网节点,确保实时场景中的安全性和性能。对所提出的系统进行了实现,并使用诸如加密处理开销、共识效率、区块接受时间和交易延迟等关键指标对其性能进行了评估。研究结果表明,基于阈值签名的权益证明和验证(PoSV)共识机制减少了单个签名验证的计算负担,与之前不使用PoSV时的100 - 200毫秒相比,优化后的交易延迟为80 - 150毫秒。此外,与单个签名时间2.72毫秒相比,聚合来自不同认证事件的多个签名可将签名时间减少1.98毫秒,并且验证多个单个交易的开销从2.87毫秒显著降低到1.46毫秒,同时认证延迟在95 - 180毫秒之间。因此,所提出的框架在线性计算复杂度、增加的加密方法和更高效的共识过程方面优于现有方法。

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