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A Novel Privacy Preserving Scheme for Smart Grid-Based Home Area Networks
Wajahat Ali1, Ikram Ud Din1, Ahmad Almogren2
1Department of Information Technology, The University of Haripur, Haripur 22620, Pakistan.
Sensors (Basel, Switzerland)
|March 26, 2022
Summary
This research introduces a new privacy-preserving method for smart grid home area networks (HAN). It enhances security in Internet of Things (IoT) smart homes by detecting attacks and protecting data aggregation.
Area of Science:
- Computer Science
- Electrical Engineering
- Cybersecurity
Background:
- Smart grids offer benefits but face security and privacy challenges due to heterogeneous device communication over public networks.
- Internet of Things (IoT)-enabled smart homes raise significant privacy concerns for researchers and users.
- Home Area Networks (HAN) within smart grids require robust security measures for data aggregation and transmission.
Purpose of the Study:
- To propose a novel privacy-preserving method for smart grid-based HAN.
- To address security and privacy concerns in IoT-enabled smart homes.
- To enable early detection of false data injection and replay attacks within the HAN.
Main Methods:
- Utilizing homomorphic Paillier encryption for secure data aggregation.
- Applying the Chinese Remainder Theorem to enhance data processing.
- Implementing a one-way hash function for data integrity and attack detection.
- Designing a sink node capable of data aggregation and attack detection.
Main Results:
- The proposed method effectively aggregates data from diverse household appliances while preserving privacy.
- The sink node successfully detects false data injection and replay attacks.
- Security analysis confirms the proposed approach provides adequate security for smart grid HAN.
Conclusions:
- The novel privacy-preserving method enhances security and privacy in smart grid HAN.
- The integration of encryption, CRT, and hashing provides a robust solution for IoT smart home security.
- The approach contributes to building trust and transparency in smart grid communication.
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