Visible to the public Privacy Risks in Resource Constrained Smart Micro-Grids

TitlePrivacy Risks in Resource Constrained Smart Micro-Grids
Publication TypeConference Paper
Year of Publication2018
AuthorsAmbassa, P. L., Kayem, A. V. D. M., Wolthusen, S. D., Meinel, C.
Conference Name2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA)
Date Publishedmay
Keywordsanonymisation works, Communication networks, composability, cost-effective power management, data perturbation work, data privacy, deliberate noise additions, Differential privacy, distortion, distributed lossy networks, Home appliances, Human Behavior, Intelligent sensors, lossy networks, Metrics, microgrid architectures, national power grid connections, power engineering computing, privacy, privacy risks, pubcrawl, RCSMG architectures, Resource Constrained Smart Micro Grids, resource constrained smart microgrids, Smart Grid Privacy, smart meters, smart power grids, unreliable nature
Abstract

In rural/remote areas, resource constrained smart micro-grid (RCSMG) architectures can offer a cost-effective power management and supply alternative to national power grid connections. RCSMG architectures handle communications over distributed lossy networks to minimize operation costs. However, the unreliable nature of lossy networks makes privacy an important consideration. Existing anonymisation works on data perturbation work mainly by distortion with additive noise. Apply these solutions to RCSMGs is problematic, because deliberate noise additions must be distinguishable both from system and adversarial generated noise. In this paper, we present a brief survey of privacy risks in RCSMGs centered on inference, and propose a method of mitigating these risks. The lesson here is that while RCSMGs give users more control over power management and distribution, good anonymisation is essential to protecting personal information on RCSMGs.

URLhttps://ieeexplore.ieee.org/document/8418124
DOI10.1109/WAINA.2018.00139
Citation Keyambassa_privacy_2018