一种基于数据加密和RBAC混合安全技术的RFID中间件体系结构,用于现代实时跟踪应用

IF 2 Q2 ENGINEERING, MECHANICAL Frontiers in Mechanical Engineering Pub Date : 2023-10-09 DOI:10.3389/fmech.2023.1242612
Achraf Haibi, Kenza Oufaska, Khalid El Yassini, Mohammed Boulmalf, Mohsine Bouya
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引用次数: 0

摘要

无线射频识别(RFID)是一种非接触式技术,在90年代和20世纪发展起来。它利用电磁频谱射频部分的电磁或静电耦合来唯一识别可追溯物体,广泛应用于各个领域(例如医疗,供应链管理,交通运输和物联网应用)。通过提供有关事物的真实监控和上下文信息,将该技术集成到这些领域可以在未来的泛在计算中提供各种好处。然而,主要的挑战之一将是管理数据的能力,因为RFID事件具有特定的特征,需要特殊处理,例如大量的数据流、不准确、时间和空间数据,都是RFID事件数据的典型例子。本研究的目的是在引入和实现新的中间件体系结构之前,首先强调现有中间件体系结构的关注点和局限性,以解决已确定的问题,特别是来自物理RFID基础结构的大量数据的实时处理。该中间件结合了基于角色的访问控制和加密算法以提高安全性,用于存储大量数据的NoSQL数据库,提供大容量数据流处理的复杂事件处理(CEP),以及通过数据转换模块改进的互操作性。最后,对我们的体系结构进行评估,并与基于标准ISO/IEC 9126指标的几个中间件体系结构进行比较。
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A new RFID Middleware architecture based on a hybrid security technique using data encryption and RBAC for modern real-time tracking applications
Radio Frequency Identification (RFID) is a contactless technology that has developed over the 90s and 20th centuries. It employs electromagnetic or electrostatic coupling in the radio frequency part of the electromagnetic spectrum to uniquely identify traceable objects, and is widely used in various sectors (e.g., medical, Supply Chain Management, transportation, and IoT applications.). Through the supply of real-world monitoring and context information about things, the integration of this technology in such areas delivers various benefits in the future of ubiquitous computing. However, one of the primary challenges will be the capacity to manage data since RFID events have specific characteristics and requires special treatment, such as the large volume of data flow, inaccuracy, temporal and spatial data, are typical examples of RFID event data. The goal of this research is to first highlight the concerns and limitations of existing middleware architectures before introducing and implementing a new Middleware architecture to address the identified issues, specifically real-time processing of massive volumes of data coming from physical RFID infrastructure. This middleware combines role-based access control with an encryption algorithm to increase security, a NoSQL database for storing large amounts of data, complex event processing (CEP) to provide high-volume data stream processing, and improved interoperability via the Data Transformation Module. Finally, our architecture is evaluated and compared to several middleware architectures based on standard ISO/IEC 9126 metrics.
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来源期刊
Frontiers in Mechanical Engineering
Frontiers in Mechanical Engineering Engineering-Industrial and Manufacturing Engineering
CiteScore
4.40
自引率
0.00%
发文量
115
审稿时长
14 weeks
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