Privacy preservation in smart meters: current status, challenges and future directions
Recent years have seen the rapid development of technologies in Smart Grids (SGs) to
enhance electricity networks with digital and data communication technologies. SGs can …
enhance electricity networks with digital and data communication technologies. SGs can …
Privacy-aware optimal load scheduling for energy management system of smart home
The wide deployment of smart meters has brought the significant challenge to privacy
protection of residential users. However, the existing rechargeable battery schemes cannot …
protection of residential users. However, the existing rechargeable battery schemes cannot …
A systematic literature review of data privacy solutions for smart meter technologies
J Gross, J Breitenbach, W Granson… - … Conference on Big …, 2021 - ieeexplore.ieee.org
Growing data acquisition in smart grid technology leads to considerable privacy concerns,
requiring standardized and sophisticated solutions that ensure consumers' privacy. In this …
requiring standardized and sophisticated solutions that ensure consumers' privacy. In this …
Privacy Protection and Cost of Privacy in Smart Grid
M Shivran, S Patwari, S Sharma - … International Conference on …, 2023 - ieeexplore.ieee.org
Smart Grid is closely integrated with new technologies such as the internet of things,
advanced information communication technologies, sensor measurement, and automatic …
advanced information communication technologies, sensor measurement, and automatic …
Battery-Induced Load Hiding and Its Utility Consequences
The introduction of smart grids allows utility providers to collect detailed data about
consumers, which can be utilized to enhance grid efficiency and reliability. However, this …
consumers, which can be utilized to enhance grid efficiency and reliability. However, this …
A fundamental bound on performance of non-intrusive load monitoring algorithms with application to smart-meter privacy
F Farokhi - IFAC-PapersOnLine, 2020 - Elsevier
We consider non-intrusive load monitoring by a sophisticated adversary that knows the load
profiles of the appliances and wants to determine their start-finish times based on smart …
profiles of the appliances and wants to determine their start-finish times based on smart …
[PDF][PDF] AI-Enabled Privacy Preserving Energy Data Analytics: A Review
Data privacy is a crucial aspect in information and communication technology (ICT). The
ever-growing technological landscape, information sharing among multiple stakeholders in …
ever-growing technological landscape, information sharing among multiple stakeholders in …
A Fundamental Bound on Performance of Non-Intrusive Load Monitoring with Application to Smart Meter Privacy
F Farokhi - arxiv preprint arxiv:1910.02220, 2019 - arxiv.org
We prove that the expected estimation error of non-intrusive load monitoring algorithms is
lower bounded by the trace of the inverse of the cross-correlation matrix between the …
lower bounded by the trace of the inverse of the cross-correlation matrix between the …