A Comprehensive Game Theoretical Defense Strategy in Demand Side Management Against Price Tampering Attacks

Price tamping attacks may cause market turbulence, attack detection and defense strategy are needed to study. Firstly, demand response characteristics are analyzed in a User Energy System. A quantitative model is established to describe the load changes caused by price tampering attacks. Secondly, a...

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Autores principales:	Rong Fu, Jie Chen, Xiaofei Zhang, Jie Zhang
Formato:	article
Lenguaje:	EN
Publicado:	Frontiers Media S.A. 2021
Materias:	cyber-physical system demand side defense price tampering attack game theory load shedding General Works A
Acceso en línea:	https://doaj.org/article/881eb0e5f27b4fd295668824b98023c1
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id	oai:doaj.org-article:881eb0e5f27b4fd295668824b98023c1
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spelling	oai:doaj.org-article:881eb0e5f27b4fd295668824b98023c12021-11-30T23:00:18ZA Comprehensive Game Theoretical Defense Strategy in Demand Side Management Against Price Tampering Attacks2296-598X10.3389/fenrg.2021.763260https://doaj.org/article/881eb0e5f27b4fd295668824b98023c12021-11-01T00:00:00Zhttps://www.frontiersin.org/articles/10.3389/fenrg.2021.763260/fullhttps://doaj.org/toc/2296-598XPrice tamping attacks may cause market turbulence, attack detection and defense strategy are needed to study. Firstly, demand response characteristics are analyzed in a User Energy System. A quantitative model is established to describe the load changes caused by price tampering attacks. Secondly, a space-based cumulative intrusion detection method is proposed to pick up the discrepancy under tampering attacks. To verify the practicability of the proposed method, intrusion detection experiments are tested in the Principal Information and Safety Laboratory. Then, comprehensively considering the purchase of electricity from the power grid, self-generation, and load shedding, a quantitative model of attack consequences is established based on the allocation coefficient. Thus, the intrusion detection algorithm is used as a defense resource, and a demand-side defense protection strategy is formed to find an optimal deployment method based on non-cooperative game theory. The defensive protection strategy takes the quantitative model of attack consequences as the solution target, and solves the Nash equilibrium solution under different attack modes. Finally, in the IEEE-33 node system simulations, the defense resource is deployed using intrusion detection strategy, and the defense decision is executed to show the effectiveness of the comprehensive protection strategies.Rong FuJie ChenXiaofei ZhangJie ZhangFrontiers Media S.A.articlecyber-physical systemdemand side defenseprice tampering attackgame theoryload sheddingGeneral WorksAENFrontiers in Energy Research, Vol 9 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	cyber-physical system demand side defense price tampering attack game theory load shedding General Works A
spellingShingle	cyber-physical system demand side defense price tampering attack game theory load shedding General Works A Rong Fu Jie Chen Xiaofei Zhang Jie Zhang A Comprehensive Game Theoretical Defense Strategy in Demand Side Management Against Price Tampering Attacks
description	Price tamping attacks may cause market turbulence, attack detection and defense strategy are needed to study. Firstly, demand response characteristics are analyzed in a User Energy System. A quantitative model is established to describe the load changes caused by price tampering attacks. Secondly, a space-based cumulative intrusion detection method is proposed to pick up the discrepancy under tampering attacks. To verify the practicability of the proposed method, intrusion detection experiments are tested in the Principal Information and Safety Laboratory. Then, comprehensively considering the purchase of electricity from the power grid, self-generation, and load shedding, a quantitative model of attack consequences is established based on the allocation coefficient. Thus, the intrusion detection algorithm is used as a defense resource, and a demand-side defense protection strategy is formed to find an optimal deployment method based on non-cooperative game theory. The defensive protection strategy takes the quantitative model of attack consequences as the solution target, and solves the Nash equilibrium solution under different attack modes. Finally, in the IEEE-33 node system simulations, the defense resource is deployed using intrusion detection strategy, and the defense decision is executed to show the effectiveness of the comprehensive protection strategies.
format	article
author	Rong Fu Jie Chen Xiaofei Zhang Jie Zhang
author_facet	Rong Fu Jie Chen Xiaofei Zhang Jie Zhang
author_sort	Rong Fu
title	A Comprehensive Game Theoretical Defense Strategy in Demand Side Management Against Price Tampering Attacks
title_short	A Comprehensive Game Theoretical Defense Strategy in Demand Side Management Against Price Tampering Attacks
title_full	A Comprehensive Game Theoretical Defense Strategy in Demand Side Management Against Price Tampering Attacks
title_fullStr	A Comprehensive Game Theoretical Defense Strategy in Demand Side Management Against Price Tampering Attacks
title_full_unstemmed	A Comprehensive Game Theoretical Defense Strategy in Demand Side Management Against Price Tampering Attacks
title_sort	comprehensive game theoretical defense strategy in demand side management against price tampering attacks
publisher	Frontiers Media S.A.
publishDate	2021
url	https://doaj.org/article/881eb0e5f27b4fd295668824b98023c1
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A Comprehensive Game Theoretical Defense Strategy in Demand Side Management Against Price Tampering Attacks

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