SERDA: Secure Enhanced and Robust Data Aggregation Scheme for Smart Grid

<p>Data aggregation is considered a viable security and privacy solution for smart grid as it allows to obtain the total electricity consumption within a region without disclosing individual data. However, existing data aggregation schemes give little consideration in their threat models to use cases where devices operate in untrustworthy environments and adversaries have physical system access, which is common in the smart grid. They cannot support authentication and resist physical attacks while maintaining data privacy and supporting fault tolerance for smart meter (SM) failures. Motivated by this, a secure enhanced and robust data aggregation (SERDA) scheme for smart grid is introduced in this article. The SERDA scheme provides enhanced security for key storage and updates based on physically unclonable function (PUF), while supporting data privacy protection and fault tolerance for SM failures without reliance on a trusted third party (TTP). Security analysis and performance evaluation demonstrate that SERDA meets the excepted goals and is efficient compared with related work.</p> <p> </p>

Authors

Publication Details

Journal
電腦學刊
Published
2024-10-01
DOI
https://doi.org/10.53106/199115992024103505006
Primary Topic
Smart Grid Security and Resilience
Type
article
Field-Weighted Citation Impact
0.00

Funders

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article

SERDA: Secure Enhanced and Robust Data Aggregation Scheme for Smart Grid

Hsueh-Kuan Chen, C. Liu, Yousu Chen, Yining Liu Dong Wang et al.
電腦學刊
Smart Grid Security and Resilience
article

SERDA: Secure Enhanced and Robust Data Aggregation Scheme for Smart Grid

Hsueh-Kuan Chen, C. Liu, Yousu Chen, Yining Liu Dong Wang, Dong Wang Hongjun Duan
article en

Abstract

<p>Data aggregation is considered a viable security and privacy solution for smart grid as it allows to obtain the total electricity consumption within a region without disclosing individual data. However, existing data aggregation schemes give little consideration in their threat models to use cases where devices operate in untrustworthy environments and adversaries have physical system access, which is common in the smart grid. They cannot support authentication and resist physical attacks while maintaining data privacy and supporting fault tolerance for smart meter (SM) failures. Motivated by this, a secure enhanced and robust data aggregation (SERDA) scheme for smart grid is introduced in this article. The SERDA scheme provides enhanced security for key storage and updates based on physically unclonable function (PUF), while supporting data privacy protection and fault tolerance for SM failures without reliance on a trusted third party (TTP). Security analysis and performance evaluation demonstrate that SERDA meets the excepted goals and is efficient compared with related work.</p> <p> </p>

電腦學刊Vol. 35(5)
National Natural Science Foundation of China, Division of Graduate Education
Openalex Percentile: Top 77%
Smart Grid Security and Resilience
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