Privacy-preserving data aggregation against malicious data mining attack for IoT-enabled smart grid
Internet of Things (IoT)-enabled smart grids can achieve more reliable and high-frequency
data collection and transmission compared with existing grids. However, this frequent data …
data collection and transmission compared with existing grids. However, this frequent data …
An efficient aggregation scheme resisting on malicious data mining attacks for smart grid
H Shen, Y Liu, Z Xia, M Zhang - Information Sciences, 2020 - Elsevier
In the smart grid, efficient power supplies require near-real-time users' electricity usage
metering data, but these data might leak users' private information, eg, living habits. To …
metering data, but these data might leak users' private information, eg, living habits. To …
EPMDA-FED: Efficient and privacy-preserving multidimensional data aggregation scheme with fast error detection in smart grid
Z Liu, Z Cao, X Dong, X Zhao, T Liu… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Smart grids bring advantages of reliability and high efficiency by real-time communication
technologies in contrast to the traditional grids. However, smart grids also raise concerns …
technologies in contrast to the traditional grids. However, smart grids also raise concerns …
[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 …
monitoring and demand response. These data are used for analyzing the power state and …
Comment on “privacy-enhanced data aggregation scheme against internal attackers in smart grid”
H Bao, R Lu - IEEE Transactions on industrial informatics, 2015 - ieeexplore.ieee.org
Quite recently, Fan et al.(IEEE Trans. Ind. Informat., vol. 10, no. 1, pp. 666–675, 2014)
proposed a new data aggregation scheme for smart grid communications, and claimed that …
proposed a new data aggregation scheme for smart grid communications, and claimed that …
A robust and lightweight privacy-preserving data aggregation scheme for smart grid
Privacy-preserving data aggregation (PPDA) enables data availability and privacy
preservation simultaneously in smart grid. However, existing methods, such as masking and …
preservation simultaneously in smart grid. However, existing methods, such as masking and …
Enabling verifiable privacy-preserving multi-type data aggregation in smart grids
X Zhang, C Huang, Y Zhang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this article, we analyze the inherent characteristic of smart grid systems, where we
observe that a smart meter always generates different types of electricity consumption data …
observe that a smart meter always generates different types of electricity consumption data …
Federated learning-based privacy-preserving data aggregation scheme for iiot
H Fan, C Huang, Y Liu - IEEE Access, 2022 - ieeexplore.ieee.org
The Industrial Internet of Things (IIoT) is the key technology of Industry 4.0. The combination
of machine learning and IIoT has spawned a thriving smart industry. Machine learning …
of machine learning and IIoT has spawned a thriving smart industry. Machine learning …
Privacy preserving data aggregation scheme for mobile edge computing assisted IoT applications
As the rapid development of 5G and Internet of Things (IoT) techniques, more and more
mobile devices with specific sensing capabilities access to the network and large amounts of …
mobile devices with specific sensing capabilities access to the network and large amounts of …
Smart contract assisted privacy-preserving data aggregation and management scheme for smart grid
Data aggregation plays a crucial role in smart grid communication as it enables the
collection of data in an energy-efficient manner. However, the widespread deployment of …
collection of data in an energy-efficient manner. However, the widespread deployment of …