Fair Cloud Auditing Based on Blockchain for Resource-Constrained IoT Devices

IF 7 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE IEEE Transactions on Dependable and Secure Computing Pub Date : 2023-09-01 DOI:10.1109/TDSC.2022.3207384
Lei Zhou, Anmin Fu, Guomin Yang, Yansong Gao, Shui Yu, R. Deng
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引用次数: 2

Abstract

Internet of Things (IoT) devices upload their data into the cloud for storage because of their limited resources. However, cloud storage data has been subject to potential integrity threats, and consequently auditing techniques are demanded to ensure the integrity of stored data. Unfortunately, existing auditing approaches require owners to undertake expensive tag calculations, which is unsuitable for resource-constrained IoT devices. To resolve the issue, we present a Fair Cloud Auditing proposal by employing the Blockchain (FCAB). We combine certificateless signatures with the designed dynamic structure to constructively offload the cost of tag computation from the IoT device to the introduced fog node, significantly reducing the local burden. Considering that fog nodes may behave dishonestly during auditing, FCAB enables the IoT device to verify the audit result's authenticity by extracting reliable checking records from the blockchain, thereby achieving auditing fairness, which ensures that the honest cloud and fog node will gain the corresponding reward. Finally, FCAB is proved to satisfy tag unforgeability, proof unforgeability, privacy preserving, and auditing fairness. Experiment evaluations affirm that FCAB is computationally and communicationally efficient and retains a smaller and fixed computation locally at the data processing stage (mainly including tag computation) than existing auditing methods.
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基于区块链的资源受限物联网设备公平云审计
由于资源有限,物联网(IoT)设备将其数据上传到云端进行存储。然而,云存储数据一直受到潜在的完整性威胁,因此需要审计技术来确保存储数据的完整性。不幸的是,现有的审计方法需要所有者进行昂贵的标签计算,这不适合资源受限的物联网设备。为了解决这个问题,我们提出了一个采用区块链(FCAB)的公平云审计提案。我们将无证书签名与设计的动态结构相结合,建设性地将标签计算成本从物联网设备转移到引入的雾节点,显著降低了本地负担。考虑到雾节点在审计过程中可能存在不诚实行为,FCAB通过从区块链中提取可靠的检查记录,使物联网设备能够验证审计结果的真实性,从而实现审计公平性,从而保证诚实的云雾节点获得相应的奖励。最后,证明了FCAB满足标签不可伪造性、证明不可伪造性、隐私保护性和审计公平性。实验评价证实,与现有审计方法相比,FCAB具有计算和通信效率,并且在数据处理阶段(主要包括标签计算)保留了更小且固定的局部计算。
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来源期刊
IEEE Transactions on Dependable and Secure Computing
IEEE Transactions on Dependable and Secure Computing 工程技术-计算机:软件工程
CiteScore
11.20
自引率
5.50%
发文量
354
审稿时长
9 months
期刊介绍: The "IEEE Transactions on Dependable and Secure Computing (TDSC)" is a prestigious journal that publishes high-quality, peer-reviewed research in the field of computer science, specifically targeting the development of dependable and secure computing systems and networks. This journal is dedicated to exploring the fundamental principles, methodologies, and mechanisms that enable the design, modeling, and evaluation of systems that meet the required levels of reliability, security, and performance. The scope of TDSC includes research on measurement, modeling, and simulation techniques that contribute to the understanding and improvement of system performance under various constraints. It also covers the foundations necessary for the joint evaluation, verification, and design of systems that balance performance, security, and dependability. By publishing archival research results, TDSC aims to provide a valuable resource for researchers, engineers, and practitioners working in the areas of cybersecurity, fault tolerance, and system reliability. The journal's focus on cutting-edge research ensures that it remains at the forefront of advancements in the field, promoting the development of technologies that are critical for the functioning of modern, complex systems.
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