[HTML][HTML] Achieving privacy-preserving big data aggregation with fault tolerance in smart grid

Z Guan, G Si - Digital Communications and Networks, 2017 - Elsevier
In a smart grid, a huge amount of data is collected for various applications, such as load
monitoring and demand response. These data are used for analyzing the power state and …

A dynamic membership group-based multiple-data aggregation scheme for smart grid

Y Chen, JF Martínez-Ortega, L López… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
In the smart grid, meters report their real-time electricity consumption data to a utility
supplier, and the utility supplier can adjust its supply accordingly. However, adversaries can …

PPMM-DA: Privacy-preserving multi-dimensional and multi-subset data aggregation with differential privacy for fog-based smart grids

S Zhao, S Xu, S Han, S Ren, Y Wang… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
The smart grid (SG) is a new type of grid that integrates traditional power grid with the
Internet of Things (IoT) to make the entire grid system more compatible, controllable, and self …

EDAT: Efficient data aggregation without TTP for privacy-assured smart metering

J Ni, K Zhang, X Lin, XS Shen - 2016 IEEE international …, 2016 - ieeexplore.ieee.org
Smart meters are integral to power dispatch in the emerging smart grid, by periodically
collecting and reporting the electricity consumption of users to the control center to satisfy …

[HTML][HTML] Privacy-preserving outsourcing algorithms for multidimensional data encryption in smart grids

F Zhai, T Yang, B Zhao, H Chen - Sensors, 2022 - mdpi.com
With the development of the Internet of Things, smart grids have become indispensable in
our daily life and can provide people with reliable electricity generation, transmission …

An elliptic curve-based scalable data aggregation scheme for smart grid

Y Chen, JF Martínez-Ortega, P Castillejo… - IEEE Systems …, 2019 - ieeexplore.ieee.org
In a smart grid, a smart meter reports its real-time electricity consumption data to utility
supplier periodically, the utility supplier adjusts its supplement accordingly. However, real …

Differential privacy applied to smart meters: a mapping study

J Marks, B Montano, J Chong, M Raavi… - Proceedings of the 36th …, 2021 - dl.acm.org
Smart meters and the smart grid will allow utility companies and customers to monitor their
electricity and utility usage in fine-grained detail instead of the previously common monthly …

Utility-privacy tradeoff based on random data obfuscation in internet of energy

Z Guan, G Si, J Wu, L Zhu, Z Zhang, Y Ma - IEEE Access, 2017 - ieeexplore.ieee.org
Internet of Energy is considered as a promising approach to solve the problems of energy
crisis and carbon emission. It needs to collect user's real-time data for optimizing the energy …

[HTML][HTML] Privacy-preserving and lightweight selective aggregation with fault-tolerance for edge computing-enhanced IoT

Q Wang, H Mu - Sensors, 2021 - mdpi.com
Edge computing has been introduced to the Internet of Things (IoT) to meet the requirements
of IoT applications. At the same time, data aggregation is widely used in data processing to …

Efficient and privacy-preserving massive data processing for smart grids

H Shen, M Zhang, H Wang, F Guo, W Susilo - IEEE Access, 2021 - ieeexplore.ieee.org
Analysis and utilization of massive meter data can help decision-makers provide reasonable
decisions. Therefore, multi-functional meter data processing has received considerable …