CB-DA: Lightweight and Escrow-Free Certificate-Based Data Aggregation for Smart Grid

• Published in: IEEE transactions on dependable and secure computing Vol. 20; no. 3; pp. 2011 - 2024
• Main Authors: Verma, Girraj Kumar, Gope, Prosanta, Saxena, Neetesh, Kumar, Neeraj
• Format: Journal Article
• Language: English
• Published: Washington IEEE 01.05.2023; IEEE Computer Society
• Subjects: Certificate-based encryption; Computer science; Data aggregation; Data management; Electricity distribution; Electricity meters; Electronic devices; Elliptic curve cryptography; identity-based cryptography; Protocols; Public key; Smart grid; Smart grids; Smart meters
• ISSN: 1545-5971; 1941-0018
• DOI: 10.1109/TDSC.2022.3169952

Recent development of smart cities includes advanced and optimized use of modern smart grid (SG) than the traditional power grid. The paradigm of SG has also transformed houses into a home area networks, where several smart devices and appliances are connected to the electricity control centers (ECC). Appliances share their load and consumption related information to ECC through smart meters. This consumption data may be used for supply-demand management, for example, by ramping production up or down as needed. However, security and privacy of the consumer's data are greatly important since fine-grained smart meter data may reveal users presence/absence in their house. To address this issue, several public-key-based or identity-based data aggregation schemes have been proposed in the literature. However, most of such schemes either suffer from the complexity of certificate management or key escrow problem. To eliminate these issues, in this paper, we propose an efficient certificate-based data aggregation (CB-DA) scheme. In the proposed CB-DA scheme, the owner selects a secret key and then use the secret key along with certificates as decryption/signing keys. Our analysis shows that the proposed CB-DA is secure under the random oracle model and more efficient than the existing data aggregation schemes.