SQDAPSM: a secure quantum data aggregation protocol for smart meters

Abstract Vast amounts of information are collected and organized into a more understandable and comprehensive style through data aggregation. User privacy needs to be maintained even though real-time electricity use data is helpful for big data analysis. One of the main issues is finding a balance between data utility and privacy protection. To ensure secure transmission, the individual measurements from each user should be combined before being transferred to the gateways. This work presents a quantum protocol-based security architecture for user data that leverages entanglement based techniques and quantum key distribution to enhance the security and privacy of data aggregation. Safe information transport is made possible via quantum entanglement, which solves the shortcomings of conventional cryptography methods. Using quantum protocols, our method maintains its robustness and efficiency while providing an extra degree of security. We show that neither external nor participant attacks may compromise our protocol.

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Publication Details

Journal
Physica Scripta
Published
2025-05-26
DOI
https://doi.org/10.1088/1402-4896/add8ec
Primary Topic
Molecular Communication and Nanonetworks
Type
article
Field-Weighted Citation Impact
0.00
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article

SQDAPSM: a secure quantum data aggregation protocol for smart meters

Ranjitha Venkatesh, Kartick Sutradhar
Physica Scripta
Molecular Communication and Nanonetworks
article

SQDAPSM: a secure quantum data aggregation protocol for smart meters

Ranjitha Venkatesh, Kartick Sutradhar
article en

Abstract

Abstract Vast amounts of information are collected and organized into a more understandable and comprehensive style through data aggregation. User privacy needs to be maintained even though real-time electricity use data is helpful for big data analysis. One of the main issues is finding a balance between data utility and privacy protection. To ensure secure transmission, the individual measurements from each user should be combined before being transferred to the gateways. This work presents a quantum protocol-based security architecture for user data that leverages entanglement based techniques and quantum key distribution to enhance the security and privacy of data aggregation. Safe information transport is made possible via quantum entanglement, which solves the shortcomings of conventional cryptography methods. Using quantum protocols, our method maintains its robustness and efficiency while providing an extra degree of security. We show that neither external nor participant attacks may compromise our protocol.

Physica ScriptaVol. 100(6)
Indian Institute of Information Technology Allahabad (IN), Indian Institute of Information Technology Sri City, GITAM University (IN)
Openalex Percentile: Top 89%
Molecular Communication and Nanonetworks
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SQDAPSM: a secure quantum data aggregation protocol for smart meters — Ranjitha Venkatesh, Kartick Sutradhar · Physica Scripta (2025) | TGRS Research Map | TGRS