基于聚合签名和 Hyperledger Fabric 的物联网分类数据认证方案

IF 3.8 2区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
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引用次数: 0

摘要

在物联网(IoT)系统中,数据采集设备会收集大量不同类别的数据,如温度、频率和数量数据等,随后传输到数据中心进行分析。为了确保精确的结果,必须在整个传输过程中对数据及其类别进行验证,以防止任何可能的篡改、破坏或伪造。传统的集合签名方案无法对数据及其类别进行验证,这可能导致数据处理和管理效率低下并存在安全风险。另一方面,依赖中心平台的认证方案容易出现单点故障和中心损坏问题。为了应对这些挑战,本文提出了一种名为分类无证书聚合签名(CCAS)的新型数据认证协议,对指定类别的数据进行聚合认证,并与 Hyperledger Fabric 合作实现。精心的设计使认证更加高效,无需管理证书。此外,本文还提出了一种异常数据隔离算法,当聚合认证失败时,该算法能快速识别异常数据并保留正常数据。对 CCAS 协议的不可伪造性给出了严格的证明,并通过多个实验对该方案进行了评估。实验结果表明,CCAS、Fabric 上的智能合约和我们的方案都具有很高的效率,表明所提出的方案适用于以去中心化形式对物联网采集数据进行分类认证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Classified data authentication scheme for IoT based on aggregate signature and Hyperledger Fabric

In Internet of Things (IoT) system, the data acquisition devices collect substantial volumes of diverse categories data, such as temperature, frequency and quantity data, etc., which is subsequently transmitted to the data center for analysis. To ensure precise outcomes, it is crucial to authenticate the data and their categories against any possible tampering, destruction or forgery throughout its transmission process. Traditional aggregate signature schemes are not capable of performing authentication on data as while as its category, which can lead to inefficiencies and security risks in data processing and management. On the other hand, authentication schemes relying on a central platform are susceptible to single point of failure and corruption issues at the center. To address these challenges, a novel data authentication protocol, named Classified Certificateless Aggregate Signature (CCAS), is proposed in this paper to perform aggregate authentication on data with specified categories, and is implemented in collaboration with Hyperledger Fabric. Elaborate design making the authentication is efficient and eliminating the need to manage the certificates. And an abnormal data isolation algorithm is proposed when an aggregate authentication fails, which can quickly identify abnormal data and preserves normal data. A rigorous proof on the unforgeability of the CCAS protocol is given, and multiple experiments are conducted to evaluate the scheme. The experimental results demonstrate the high efficiencies of CCAS, smart contracts on Fabric and our solution, indicating that proposed scheme is suitable for the classified authentication of IoT collection data in decentralized form.

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来源期刊
Journal of Information Security and Applications
Journal of Information Security and Applications Computer Science-Computer Networks and Communications
CiteScore
10.90
自引率
5.40%
发文量
206
审稿时长
56 days
期刊介绍: Journal of Information Security and Applications (JISA) focuses on the original research and practice-driven applications with relevance to information security and applications. JISA provides a common linkage between a vibrant scientific and research community and industry professionals by offering a clear view on modern problems and challenges in information security, as well as identifying promising scientific and "best-practice" solutions. JISA issues offer a balance between original research work and innovative industrial approaches by internationally renowned information security experts and researchers.
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