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Lightweight privacy preserving data aggregation with batch verification for smart grid
- Source :
- Future Generation Computer Systems. 112:512-523
- Publication Year :
- 2020
- Publisher :
- Elsevier BV, 2020.
-
Abstract
- By analyzing the electricity usage data collected from users in a smart grid, the grid provider can flexibly adjust the power distribution policy. In such a setting, it is also important to ensure the confidentiality of users’ electricity usage data and the privacy of users. In this paper, we propose an efficient scheme for a smart grid that achieves lightweight aggregation, based on a novel symmetric homomorphic encryption scheme. In addition, we design an authentication agreement scheme that builds upon the password authenticated key exchange (PAKE) protocol. Our security analysis demonstrates that our proposed scheme guarantees the confidentiality and integrity of electricity usage data, as well as the privacy of users. Evaluation of the performance of our proposed scheme also demonstrates that we achieve efficient data aggregation, with only minimal computational overhead generated at the smart meter. A comparative summary of our proposed scheme with three other schemes shows that our proposed scheme is more secure and efficient.
- Subjects :
- Password
Authentication
Computer Networks and Communications
Computer science
business.industry
Smart meter
Distributed computing
Homomorphic encryption
020206 networking & telecommunications
02 engineering and technology
Grid
Data aggregator
Authenticated Key Exchange
Smart grid
Hardware and Architecture
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Electricity
business
Software
Subjects
Details
- ISSN :
- 0167739X
- Volume :
- 112
- Database :
- OpenAIRE
- Journal :
- Future Generation Computer Systems
- Accession number :
- edsair.doi...........8cd06d3f0d12f3809ba2edce3f4f93c8
- Full Text :
- https://doi.org/10.1016/j.future.2020.06.001