Privacy-preserving context-based electric vehicle dispatching for energy scheduling in microgrids: An online learning approach

Y Liu, P Zhou, L Yang, Y Wu, Z Xu… - … Intelligence, 2021 - ieeexplore.ieee.org
Privacy (DP) is a promising standard in the context of statistical data mining and machine
learning, … Models of smart buildings in our experiment refer to a technical survey by Iron Inc. in …

A survey on privacy-preserving schemes for smart grid communications

MA Ferrag, LA Maglaras, H Janicke, J Jiang - arXiv preprint arXiv …, 2016 - arxiv.org
… as security of plug in electric vehicles, transactive energy and architectures and … privacy
preserving schemes that the current survey does. In addition, Cintuglu et al. [45] present a survey

A comprehensive survey of privacy-preserving federated learning: A taxonomy, review, and future directions

X Yin, Y Zhu, J Hu - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
… As its advantage, FedSteg is a general framework suitable for general network structures
in privacy-preserving machine learning. Gao et al. [59] proposed a heterogeneous FTL …

Efficient privacy-preserving and secure authentication for electric-vehicle-to-electric-vehicle-charging system based on ECQV

AM Almuhaideb, SS Algothami - Journal of Sensor and Actuator …, 2022 - mdpi.com
… significant security and privacy-preserving V2V-charging … this study to solve the related
difficulties, are outlined. The main objective of this work is to develop a secure, privacy-preserving

Dynamic pricing and energy management for profit maximization in multiple smart electric vehicle charging stations: A privacy-preserving deep reinforcement learning …

S Lee, DH Choi - Applied Energy, 2021 - Elsevier
… In this study, the DRL-… preserving the privacy of data for EVCSs and reducing the training
time of LAs. The primary goal of this study is to implement the stable and privacy-preserving FRL…

An intelligent privacy preservation scheme for ev charging infrastructure

S Islam, S Badsha, S Sengupta, I Khalil… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
… a reinforcement learning-based intelligent privacy allocation … security vulnerabilities of electric
vehicle energy infrastructure. … privacy preserving data publishing: A comprehensive survey,…

Local differential privacy-based privacy-preserving data range query scheme for electric vehicle charging

Z Ju, Y Li - IEEE Transactions on Network Science and …, 2023 - ieeexplore.ieee.org
… , and combining DSO with artificial intelligence and machine learning for system optimization.
… This study aimed to create a privacy-preserving data range query (PPQ) scheme that …

A Privacy-Preserving Learning Method for Analyzing HEV Driver's Driving Behaviors

CH Lee, HC Yang - IEEE Access, 2023 - ieeexplore.ieee.org
… In this work, we propose deep learning models such as long … , machine learning, and deep
learning. However, there is a lack of literature specifically focusing on electric vehicle study

A Survey on Privacy Preservation Methods in Future Vehicular Networks

S Eghtessad, T Hasanli, R Huynh… - … on Information and …, 2023 - ieeexplore.ieee.org
… a tree-based privacy-preserving context-based deep learning EV … Privacy-preserving
context-based electric vehicle dispatching for energy scheduling in microgrids: An online learning

A review on intelligent energy management systems for future electric vehicle transportation

Z Teimoori, A Yassine - Sustainability, 2022 - mdpi.com
… In recent years, privacy preservation methodologies have … Effectively, in the present paper,
we aim to study various literature … an advanced Deep Learning model can solve this issue. …