Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Log inSign up
Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Blog
Job Board
Q3AS

© 2026 Aqora Quantum S.A.S.

TermsPrivacyLegal Notice

Optical and Quantum Electronics

Incorporating quantum key distribution and reinforcement learning for secure and efficient smart grid advanced metering infrastructure

G. Starlin Beula, S. Wilfred Franklin

Published Apr 17, 2024• 10 citations
Publisher
DOI
10.1007/s11082-024-06600-7

Related papers

PQC-Based Authentication Scheme for Advanced Metering Infrastructure in SMart Grid Networks

Dhouha Soualah

•Jul 23, 2026•0 citations

Enhancing the security of a cloud‐based smart grid AMI network by leveraging on the features of quantum key distribution

Remigius Chidiebere Diovu, John T. Agee

Abstract In the last decade, there have been many research proposals on the potentials of incorporating cloud computing technology to the electrical power grid as it evolves rapidly to the smart grid. The advanced metering infrastructure (AMI) is one domain of the smart grid that can be greatly impacted by cloud computing technology with regards to an improved capability for data storage and computations, which will be a serious burden to the AMI in an evolved smart grid environment. In our previous study, a cloud‐based OpenFlow firewall for the mitigation of distributed denial‐of‐service attacks in a smart grid AMI (SG AMI) was proposed. In that study, it was clearly demonstrated that cloud computing technology, in addition to improving the storage and computation capability of the AMI, can also be leveraged on to enhance the security of the SG AMI in an attack scenario. In this study, we propose a cloud‐based SG AMI system model utilizing quantum key distribution (QKD) cryptography for enhancing the security of a cloud‐based SG AMI. The proposed model has been designed to complement the security features of the previously designed OpenFlow firewall to guarantee not only the availability but also the confidentiality and integrity of data traversing the AMI network and beyond. The analysis on computation and communication costs shows that the protocols utilized in the proposed system model are lightweight protocols. In addition, results from the simulation of the QKD (BB84) protocol show that QKD can be leveraged on to provide information theoretic security for the cloud‐based SG AMI.

Transactions on Emerging Telecommunications Technologies•Mar 22, 2019•24 citations

Quantum Key Distribution for the Smart Grid

Warren P. Grice, Philip G. Evans, Raphael C. Pooser

•Jan 1, 2013•0 citations

Privacy-Preserving Quantum Key Distribution Ensemble Paillier Cryptosystem for Securing IoT Based Smart Metering System

Md Mehedi Hasan, Mohammad Kamrul Hasan, Ravie Chandren Muniyandi +2 more

The advancements of smart grid embedded Internet of things for monitor, control and collection of energy data from smart meter to data aggregator points. In this aspect two-way smart meter current challenges of data privacy and cyber-security concerns. To overcome these constraints numerous authenticated key agreements schemes considered to enhances performances and security. However, high latency and heavy cryptographic operation entails time and bits overheads. Moreover, quantum computing can break the classical encryption techniques and mathematical barriers of cyber defensive properties. Therefore, proposed quantum key distribution ensemble Paillier cryptosystem for maintains privacy-preserving and securing of smart metering infrastructures. The details security analysis showed proposed protocol can resistance various cyber-attacks with quantum computing threats. Furthermore, performances assessments based on extensive simulation of computation time and bits proposed protocols are leading position from existing schemes. Thus, the novel proposed key distribution enables efficiency, security, and data privacy which is emerging notions for the smart metering infrastructures.

IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)•Aug 26, 2024•2 citations

Quantum Key Distribution Mechanism for Smart Grids

Hua Dai, Xin Sun, Bang Lv +2 more

Lecture notes in electrical engineering•Jan 1, 2025•2 citations

Cryptanalysis and Improvement of Secure Key Distribution for the Smart Grid

Huei Ru Tseng, Tung Hung Chueh

The smart grid is a network of computers and power infrastructures that monitor and manage energy usage and uses intelligent transmission and distribution networks to deliver electricity for improving the electric system's reliability and efficiency. With grid controls, energy transmission management could be enhanced and resilience to control-system failures would be increased. Although deploying the smart grid has numerous social and technical benefits, several security concerns arise. In 2012, Xia and Wang proposed a secure key distribution for the smart grid. They claimed their protocol is strong enough to defend against security attacks. In this paper, we investigate the security of Xia and Wang's protocol. More precisely, we show that once the smart meter generates a session key with the service provider, the smart meter could easily forge the new legitimate session key without the service provider's participation. In order to remedy the security flaw, we propose a simple and secure improvement of Xia and Wang's protocol. Our protocol is secure and fair to generate the session key between the smart meter and the service provider.

Applied Mechanics and Materials•Dec 6, 2013•1 citation
Abstract In the last decade, there have been many research proposals on the potentials of incorporating cloud computing technology to the electrical power grid as it evolves rapidly to the smart grid. The advanced metering infrastructure (AMI) is one domain of the smart grid that can be greatly impacted by cloud computing technology with regards to an improved capability for data storage and computations, which will be a serious burden to the AMI in an evolved smart grid environment. In our previous study, a cloud‐based OpenFlow firewall for the mitigation of distributed denial‐of‐service attacks in a smart grid AMI (SG AMI) was proposed. In that study, it was clearly demonstrated that cloud computing technology, in addition to improving the storage and computation capability of the AMI, can also be leveraged on to enhance the security of the SG AMI in an attack scenario. In this study, we propose a cloud‐based SG AMI system model utilizing quantum key distribution (QKD) cryptography for enhancing the security of a cloud‐based SG AMI. The proposed model has been designed to complement the security features of the previously designed OpenFlow firewall to guarantee not only the availability but also the confidentiality and integrity of data traversing the AMI network and beyond. The analysis on computation and communication costs shows that the protocols utilized in the proposed system model are lightweight protocols. In addition, results from the simulation of the QKD (BB84) protocol show that QKD can be leveraged on to provide information theoretic security for the cloud‐based SG AMI.
The advancements of smart grid embedded Internet of things for monitor, control and collection of energy data from smart meter to data aggregator points. In this aspect two-way smart meter current challenges of data privacy and cyber-security concerns. To overcome these constraints numerous authenticated key agreements schemes considered to enhances performances and security. However, high latency and heavy cryptographic operation entails time and bits overheads. Moreover, quantum computing can break the classical encryption techniques and mathematical barriers of cyber defensive properties. Therefore, proposed quantum key distribution ensemble Paillier cryptosystem for maintains privacy-preserving and securing of smart metering infrastructures. The details security analysis showed proposed protocol can resistance various cyber-attacks with quantum computing threats. Furthermore, performances assessments based on extensive simulation of computation time and bits proposed protocols are leading position from existing schemes. Thus, the novel proposed key distribution enables efficiency, security, and data privacy which is emerging notions for the smart metering infrastructures.
The smart grid is a network of computers and power infrastructures that monitor and manage energy usage and uses intelligent transmission and distribution networks to deliver electricity for improving the electric system's reliability and efficiency. With grid controls, energy transmission management could be enhanced and resilience to control-system failures would be increased. Although deploying the smart grid has numerous social and technical benefits, several security concerns arise. In 2012, Xia and Wang proposed a secure key distribution for the smart grid. They claimed their protocol is strong enough to defend against security attacks. In this paper, we investigate the security of Xia and Wang's protocol. More precisely, we show that once the smart meter generates a session key with the service provider, the smart meter could easily forge the new legitimate session key without the service provider's participation. In order to remedy the security flaw, we propose a simple and secure improvement of Xia and Wang's protocol. Our protocol is secure and fair to generate the session key between the smart meter and the service provider.