使用数据混淆保护基于IEEE 802.11的智能电网AMI网络中的消费者隐私

A. Beussink, K. Akkaya, I. Senturk, Mohamed Mahmoud
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引用次数: 36

摘要

虽然新设想的智能(er)电网(SG)将带来一个更高效、更可靠的电网,但它对细粒度电表数据的使用已广泛引发了对消费者隐私的担忧。在本文中,我们提出了一种数据混淆方法来保护消费者隐私,并评估了其在基于新的IEEE 802.11s无线网状标准构建的大规模高级计量基础设施(AMI)网络上的可行性。我们首先在这个基于802.11的无线网状网络上提出了一种安全的混淆值分配方法。使用通过这种方法提供的混淆值,电表读数被混淆,以保护消费者隐私免受窃听者和公用事业公司的侵害,同时保留公用事业公司使用数据进行状态估计的能力。我们评估了使用这种隐私方法对数据吞吐量和延迟的影响。仿真结果表明,我们的方法对网络性能的影响是可以接受的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Preserving consumer privacy on IEEE 802.11s-based smart grid AMI networks using data obfuscation
While the newly envisioned Smart(er) Grid (SG) will result in a more efficient and reliable power grid, its use of fine-grained meter data has widely raised concerns of consumer privacy. In this paper, we propose to implement a data obfuscation approach to preserve consumer privacy and assess its feasibility on large-scale Advanced Metering Infrastructure (AMI) network built upon the new IEEE 802.11s wireless mesh standard. We first propose a secure obfuscation value distribution approach on this 802.11s-based wireless mesh network. Using obfuscation values provided via this approach, the meter readings are obfuscated to protect consumer privacy from eavesdroppers and the utility companies while preserving the utility companies' ability to use the data for state estimation. We assessed the impact of using this privacy approach on the data throughput and delay. Simulation results have shown that the impact of our approach on the network performance is acceptable.
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