journal article·2025Open access

AI-Enhanced Secure Data Aggregation for Smart Grids with Privacy Preservation

Congcong Wang, Chen Wang, Wenying Zheng, Wei Gu

Computers, Materials & Continua· Volume 82· Issue 1

Abstract

As smart grid technology rapidly advances, the vast amount of user data collected by smart meter presents significant challenges in data security and privacy protection. Current research emphasizes data security and user priv... | Find, read and cite all the research you need on Tech Science Press
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Smart Grid Security and Resilience · Privacy-Preserving Technologies in Data · Cryptography and Data Security

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (18)

Show source-provided references
1. Rating-protocol optimization for blockchain-enabled hybrid energy trading in smart grids10.1007/s11432-021-3390-7 ↗
2. A privacy-preserving and untraceable group data sharing scheme in cloud computing10.1109/TDSC.2021.3050517 ↗
3. Searchable and secure edge pre-cache scheme for intelligent 6G wireless systems10.1016/j.future.2022.10.012 ↗
4. A robust and lightweight privacy-preserving data aggregation scheme for smart grid10.1109/TDSC.2023.3252593 ↗
5. On the security of lightweight and escrow-free certificate-based data aggregation for smart grid10.1109/TDSC.2023.3275972 ↗
6. Edge-assisted hierarchical batch authentication scheme for vanets10.1109/TVT.2023.3305556 ↗
7. Mixed covers of keys and functional dependencies for maintaining the integrity of data under updates10.14778/3654621.3654626 ↗
8. Driver profiling using long short term memory (LSTM) and convolutional neural network (CNN) methods10.1109/TITS.2020.2995722 ↗
9. Online SARIMA applied for short-term electricity load forecasting10.1007/s10489-023-05230-y ↗
10. A novel framework for generic spark workload characterization and similar pattern recognition using machine learning10.1016/j.jpdc.2024.104881 ↗
11. Lightweight and privacy-friendly spatial data aggregation for secure power supply and demand management in smart grids10.1109/TIFS.2018.2881730 ↗
12. Bonawitz · Proc. 2017 ACM SIGSAC Conf. Comput. Communicati. Security, CCS 2017 · 2017 · 1175
13. Efficient function queryable and privacy preserving data aggregation scheme in smart grid10.1109/TPDS.2022.3153930 ↗
14. Fog-enabled privacy-preserving multi-task data aggregation for mobile crowdsensing10.1109/TDSC.2023.3277831 ↗
15. Enabling verifiable privacy-preserving multi-type data aggregation in smart grids10.1109/TDSC.2021.3124546 ↗
16. A homomorphic-based multiple data aggregation scheme for smart grid10.1109/JSEN.2019.2895769 ↗
17. Enabling efficient and privacy-preserving aggregation communication and function query for fog computing-based smart grid10.1109/TSG.2019.2920836 ↗
18. Tamilnadu electricity board hourly readings