基于区块链的可撤销密钥聚合可搜索加密在云辅助工业物联网中的组数据共享

IF 8.9 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Kai Zhang;Xinyi Hu;Jian Zhao;Lifei Wei;Jianting Ning
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引用次数: 0

摘要

在云辅助的工业物联网(IIoT)中,灵活、安全的数据共享促进了行业流程优化和新产品制造。为了对加密域中物联网设备收集的分类数据进行选择性数据检索,由于加密密钥的有效管理,在IIoT中采用密钥聚合可搜索加密(key-aggregate searchable encryption, KASE)进行组数据共享。但是,现有的解决方案很少考虑用户撤销属性,存在以下局限性:1)用户撤销需要数据所有者和云之间的交互过程;2)未撤销的用户可能被意外撤销。因此,我们提出了一种基于区块链的可撤销KASE系统(BC-RKASE),实现非交互式用户撤销和可信被撤销用户管理。从技术上讲,通过秘密共享重新访问聚合密钥的生成和密钥更新,以及重新设计陷阱门调整,并通过公共区块链为密钥更新提供公开可验证的证明,可以获得结果。除了正式的安全分析外,我们还使用公共IIoT数据集在真实云环境和薄物联网设备(树莓派)中进行了大量实验,以确认BC-RKASE的实际性能。特别是,BC-RKASE优于最先进的方案,在数据检索方面加速了13.4倍的时间效率,在用户撤销方面加速了16倍以上。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Blockchain-Based Revocable Key-Aggregate Searchable Encryption for Group Data Sharing in Cloud-Assisted Industrial IoT
In the cloud-assisted Industrial Internet of Things (IIoT), flexible and secure data sharing promotes industry processes optimization and new products making. To enable selective data retrieval over categorized data collected by IoT devices in the encryption domain, key-aggregate searchable encryption (KASE) is adopted for group data sharing in IIoT due to efficient management of encryption keys. Nonetheless, existing solutions rarely consider user revocation property and suffered from the following limitations: 1) the user revocation needs interaction process between data owner and cloud and 2) the nonrevoked users may be accidentally revoked. Therefore, we propose a blockchain-based revocable KASE system (BC-RKASE) that achieves noninteractive user revocation and trusted revoked user management. Technically, the result is nontrivially obtained from revisiting the generation of aggregate keys and key updates via secret sharing, along with redesigning trapdoor adjustment and providing public verifiable proof for key updates by public blockchain. Besides formal security analysis, we conduct extensive experiments in a real cloud environment and thin IoT devices (Raspberry Pi) using a public IIoT dataset to confirm the practical performance of BC-RKASE. In particular, BC-RKASE outperforms state-of-the-art schemes with $13.4{\times {\sim }}15\times $ time efficiency accelerating for data retrieval and runs more than $16\times $ faster for user revocation.
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来源期刊
IEEE Internet of Things Journal
IEEE Internet of Things Journal Computer Science-Information Systems
CiteScore
17.60
自引率
13.20%
发文量
1982
期刊介绍: The EEE Internet of Things (IoT) Journal publishes articles and review articles covering various aspects of IoT, including IoT system architecture, IoT enabling technologies, IoT communication and networking protocols such as network coding, and IoT services and applications. Topics encompass IoT's impacts on sensor technologies, big data management, and future internet design for applications like smart cities and smart homes. Fields of interest include IoT architecture such as things-centric, data-centric, service-oriented IoT architecture; IoT enabling technologies and systematic integration such as sensor technologies, big sensor data management, and future Internet design for IoT; IoT services, applications, and test-beds such as IoT service middleware, IoT application programming interface (API), IoT application design, and IoT trials/experiments; IoT standardization activities and technology development in different standard development organizations (SDO) such as IEEE, IETF, ITU, 3GPP, ETSI, etc.
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