基于区块链的数据管理安全框架

IF 1.5 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Ozan Zorlu, Adnan Ozsoy
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引用次数: 0

摘要

由于无人机(UAV)、物联网(IoT)和航空领域的自主性和受限性,数据管理成为一项关键要求。这些领域的自主性和受限性增加了对共享分布式数据库、强大访问控制管理、自主决策共识以及跨不同协议和设备的有效通信的需求。本研究提出了一种全面的方法,为区块链领域提供了一个新的视角,同时为未来数据管理系统的改进建立了一个基本基线,并解决了之前提出的现有框架的不足之处,以满足安全数据管理的复杂需求。本研究通过实施稳健的数据监控以检测错误、确保数据完整性,以及根据敏感度级别实现加密或匿名数据共享,为推进安全高效的数据管理系统做出了贡献。此外,集成各种设备、执行不可更改的法规合规性以及开发用于身份管理的许可区块链系统,进一步增强了系统的功能,为应对现代数据管理挑战提供了全面的解决方案。在测试中,拟议框架显示所有速率控制器的成功交易都有所增加。此外,还测试并深入分析了验证器数量对吞吐量和延迟的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A blockchain-based secure framework for data management

A blockchain-based secure framework for data management

Data management is a crucial requirement due to the autonomous and constrained nature of Unmanned Aerial Vehicles (UAVs), Internet of Things (IoTs), and the aviation domain. The autonomous and restricted nature of these sectors increases the need for a shared, distributed database, strong access control management, consensus in autonomous decision-making, and effective communication across diverse protocols and devices. This research presents a comprehensive approach and offers a new viewpoint to the field of blockchain while establishing a fundamental baseline for future improvements in data management systems and addressing the shortcomings of previously proposed existing frameworks in order to fulfill the complex needs of secure data management. This study contributes to the advancement of secure and efficient data management systems by implementing robust data monitoring for error detection, ensuring data integrity, and enabling encrypted or anonymous data sharing based on sensitivity levels. Additionally, the integration of diverse devices, enforcement of immutable regulations compliance, and development of permissioned blockchain systems for identity management further enhance the system's capabilities, offering comprehensive solutions for modern data management challenges. In the tests, the proposed framework showed increased successful transactions in all rate controllers. Besides, effect of the validator number on throughput and latency is tested and analyzed thoroughly.

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来源期刊
IET Communications
IET Communications 工程技术-工程:电子与电气
CiteScore
4.30
自引率
6.20%
发文量
220
审稿时长
5.9 months
期刊介绍: IET Communications covers the fundamental and generic research for a better understanding of communication technologies to harness the signals for better performing communication systems using various wired and/or wireless media. This Journal is particularly interested in research papers reporting novel solutions to the dominating problems of noise, interference, timing and errors for reduction systems deficiencies such as wasting scarce resources such as spectra, energy and bandwidth. Topics include, but are not limited to: Coding and Communication Theory; Modulation and Signal Design; Wired, Wireless and Optical Communication; Communication System Special Issues. Current Call for Papers: Cognitive and AI-enabled Wireless and Mobile - https://digital-library.theiet.org/files/IET_COM_CFP_CAWM.pdf UAV-Enabled Mobile Edge Computing - https://digital-library.theiet.org/files/IET_COM_CFP_UAV.pdf
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