SmartCrypt: Secure Storing and Sharing of Time Series Data Streams in IIoT

Subir Halder, T. Newe
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Abstract

To provide ubiquitous access, scalability and sharing possibilities, the Industrial Internet of Things (IIoT) applications utilize the cloud to store collected data streams. However, secure storing and sharing of the massive and continuously generated data poses significant privacy risks, including data breaches. This paper proposes SmartCrypt, a data storing and sharing system that supports analytics over the encrypted time series data. SmartCrypt enables users to secure and fine-grain sharing of their encrypted data using a novel symmetric homomorphic encryption scheme. Simulation results show that SmartCrypt reduces query time by 17% and improves through-put by 9% over the benchmark scheme.
SmartCrypt:工业物联网中时间序列数据流的安全存储和共享
为了提供无处不在的访问、可扩展性和共享可能性,工业物联网(IIoT)应用程序利用云来存储收集的数据流。然而,安全存储和共享大量持续生成的数据会带来重大的隐私风险,包括数据泄露。本文提出了一种支持对加密时间序列数据进行分析的数据存储和共享系统SmartCrypt。SmartCrypt使用户能够使用一种新颖的对称同态加密方案来保护和细粒度共享加密数据。仿真结果表明,与基准方案相比,SmartCrypt的查询时间减少了17%,吞吐量提高了9%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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