A Reliability Audit Mechanism based on Multi-layered Blockchain for Spatio-Temporal Data Retention System

Junki Ueda, K. Tsukamoto, Hiroshi Yamamoto, Daiki Nobayashi, T. Ikenaga, Myung J. Lee
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Abstract

IoT data includes Spatio-temporal data (STD) that is needed only at a specific time and place. In our previous research, we have proposed the STD data retention system (STD-RS), aiming to construct a novel architecture for STD distributing in a retention area by vehicles. However, since vehicles may distribute the STD in unexpected locations due to GPS errors or malicious behavior in a real environment. Therefore, we propose a reliability audit mechanism based on multi-layered blockchain managing and analyzing the history of STD distribution and vehicles' behavior in each retention area. Through simulation experiment, we demonstrated that our mechanism detects the malfunction of STD-RS effectively.
基于多层区块链的时空数据保留系统可靠性审计机制
物联网数据包括仅在特定时间和地点需要的时空数据(STD)。在之前的研究中,我们提出了STD数据保留系统(STD- rs),旨在为车辆在保留区域内的STD分布构建一种新的体系结构。然而,由于车辆可能会在真实环境中由于GPS错误或恶意行为而将STD分发到意想不到的位置。因此,我们提出了一种基于多层区块链的可靠性审计机制,对每个保留区域的STD分布历史和车辆行为进行管理和分析。通过仿真实验,我们证明了我们的机制可以有效地检测到STD-RS的故障。
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