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Highly Reliable IoT Data Management Platform Using Blockchain and Transaction Data Analysis

机译:使用区块链和交易数据分析的高度可靠的物联网数据管理平台

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In recent years, IoT (Internet of Things) systems that support human activities based on various types of real-world data (e.g., temperature, location, etc.) have been attracting attention in various fields. However, the behavior of the system is decided based on the real-world data, so the system may cause critical issues if the data is tampered by attackers. Therefore, in order to guarantee reliability of the real-world data, a data management platform utilizing blockchain technology has been studied by many researchers. The blockchain can guarantee integrity of the stored data for the IoT system, but cannot guarantee authenticity of the data because tampering of the data that has not been stored on the database yet cannot be prevented.Therefore, in this study, we propose a new data management platform using blockchain that contributes to provide reliable IoT services by guaranteeing both integrity and authenticity of the real-world data. The data for the IoT service is continuously generated on the real field, and there may exist not only a terminal (e.g., smartphone, sensor node) which is an origin of the data but also the other terminals on the field. In the proposed platform, the origin attempts to guarantee authenticity of the data by requesting the near terminals to generate the same types of data. By comparing the data and the update history of the data among the terminals, the proposed platform attempts to verify authenticity of the data because the tendency of the update history of the origin should be almost the same as that of the cooperators if the data tampering did not occur.In order to evaluate effectiveness of the proposed platform, we design and prototype a data management platform for a physical distribution system. In the prototyped system, the origin terminal which is deployed on a transport vehicle continuously measures the location information, and requests smartphones of pedestrians near the vehicle to obtain the data for verifying the authenticity.
机译:近年来,基于各种类型的现实世界数据(例如,温度,位置等)支持人类活动的IoT(物联网)系统已在各个领域引起关注。但是,系统的行为是根据实际数据决定的,因此,如果数据被攻击者篡改,则系统可能会导致严重问题。因此,为了保证真实数据的可靠性,许多研究人员已经研究了利用区块链技术的数据管理平台。区块链可以保证物联网系统中存储数据的完整性,但由于无法防止尚未存储在数据库中的数据被篡改,因此不能保证数据的真实性。因此,在本研究中,我们提出了一种新的数据使用区块链的管理平台,可通过保证真实数据的完整性和真实性来提供可靠的物联网服务。物联网服务的数据是在实地连续生成的,不仅可能存在作为数据源的终端(例如,智能手机,传感器节点),还可能存在其他终端。在提出的平台中,起源尝试通过请求附近的终端生成相同类型的数据来保证数据的真实性。通过在终端之间比较数据和数据的更新历史,所提议的平台尝试验证数据的真实性,因为如果数据篡改的话,源的更新历史的趋势应该与合作者的趋势几乎相同。为了评估所提出的平台的有效性,我们设计并原型化了一个物流系统的数据管理平台。在该原型系统中,部署在运输车辆上的始发终端连续测量位置信息,并请求车辆附近行人的智能手机获得用于验证真实性的数据。

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