改善点对点能源共享系统中的隐私:以数据为中心的架构方法

IF 4 3区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Farhad Rahmanifard, Masoud Barati
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引用次数: 0

摘要

能源共享系统越来越多地利用分散的基础设施和点对点网络来最大限度地减少可再生能源的传输和分配损失。在这些系统中,在能源交易过程中,产消者的个人数据可能会在他们不知情的情况下与供应商或分包商共享。尽管采用了智能和防篡改技术来提高能源生产和消费的可追溯性,但安全透明的个人数据管理机制仍然缺乏——这是隐私法规的核心概念。这个问题包括网络内数据的安全存储和传输,以及缺乏允许消费者在数据处理生命周期中控制其个人信息的自动化方法。为了应对这些挑战,本文提出了一种新的隐私保护平台,旨在保护产消者的数据收集和处理。一个关键组件是监视工具,它通过自动记录和不可变地记录所有数据访问来增强透明性。该工具使消费者和受信任的仲裁者都能了解对个人数据的任何访问,并验证或检测侵犯隐私的行为。拟议的平台在适应性设计中提供了通用数据保护条例(GDPR)等隐私法规规定的基本隐私权。通过在模拟能源共享系统环境中测试的原型实现,评估了其性能和开销。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improving privacy in peer-to-peer energy-sharing systems: A data-centric architectural approach
Energy-sharing systems increasingly leverage decentralized infrastructures and peer-to-peer networks to minimize transmission and distribution losses of renewable energy sources. In these systems, prosumers’ personal data may be shared with suppliers or subcontractors without their knowledge during energy transactions. Despite employing intelligent and tamper-proof technologies to enhance traceability of energy production and consumption, mechanisms for secure and transparent personal data management remain lacking—a core concept in privacy regulations. This problem includes the safe storage and transfer of data within the network and the absence of automated methods allowing consumers to control their personal information during the data processing life-cycle. To address these challenges, this paper proposes a new privacy-preserving platform designed to secure prosumers’ data collection and processing. A key component is a monitoring tool that enhances transparency by automatically logging and immutably recording all data accesses. This tool enables both prosumers and trusted arbiters to be informed about any access to personal data and to verify or detect privacy violations. The proposed platform offers fundamental privacy rights mandated by privacy regulations such as the General Data Protection Regulation (GDPR) in an adaptable design. Its performance and overhead are evaluated through a prototype implementation tested in a simulated energy-sharing system environment.
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来源期刊
Computers & Electrical Engineering
Computers & Electrical Engineering 工程技术-工程:电子与电气
CiteScore
9.20
自引率
7.00%
发文量
661
审稿时长
47 days
期刊介绍: The impact of computers has nowhere been more revolutionary than in electrical engineering. The design, analysis, and operation of electrical and electronic systems are now dominated by computers, a transformation that has been motivated by the natural ease of interface between computers and electrical systems, and the promise of spectacular improvements in speed and efficiency. Published since 1973, Computers & Electrical Engineering provides rapid publication of topical research into the integration of computer technology and computational techniques with electrical and electronic systems. The journal publishes papers featuring novel implementations of computers and computational techniques in areas like signal and image processing, high-performance computing, parallel processing, and communications. Special attention will be paid to papers describing innovative architectures, algorithms, and software tools.
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