Homomorphic encryption-based resilient distributed energy management under cyber-attack of micro-grid with event-triggered mechanism
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Date
Authors
Zhang, Huifeng
Yu, Chengqian
Zeng, Meilian
Ye, Tao
Yue, Dong
Dou, Chunxia
Xie, Xiangpeng
Hancke, Gerhard P.
Journal Title
Journal ISSN
Volume Title
Publisher
Institute of Electrical and Electronics Engineers
Abstract
Privacy disclosures and malevolent data intrusions targeting adversarial agents pose significant menaces to cyber-physical systems, a reality that extends to the intricate realm of micro-grid energy management. This paper proposes a homomorphic encryption based resilient distributed algorithm with an event-triggered mechanism to address this problem. Due to the potential information disclosure issue, exchange information is encrypted to an arbitrary neighbor and decrypted with a private key to protect agents. Considering the potential security attacks on adversary agents, an event-trigger based resilient distributed optimization with trusted agents (ETRDO-T) is proposed. It ensures the convergence of distributed algorithms, as well as relives the communication burden caused by homomorphic encryption. The simulation results, it can be seen that even under data attacks from malicious nodes, this method can effectively protect privacy information in information exchange while ensuring the convergence of energy management.
Description
Keywords
Homomorphic encryption, Energy management, Privacy, Optimization, Cyber-attack, Telecommunications, Information exchange, Malware threats, Data integrity, Data integrity, Event detection, Malicious data attack, Cyber-physic system, Homomorphic encryption, Event-triggered, Distributed algorithm, Event-trigger based resilient distributed optimization with trusted agents (ETRDO-T), SDG-09: Industry, innovation and infrastructure, SDG-07: Affordable and clean energy
Sustainable Development Goals
SDG-07:Affordable and clean energy
SDG-09: Industry, innovation and infrastructure
SDG-09: Industry, innovation and infrastructure
Citation
Zhang, H.F., Yu, C.Q., Zeng, M.L. et al., "Homomorphic Encryption-Based Resilient Distributed Energy Management Under Cyber-Attack of Micro-Grid With Event-Triggered Mechanism," in IEEE Transactions on Smart Grid, vol. 15, no. 5, pp. 5115-5126, Sept. 2024, doi: 10.1109/TSG.2024.3390108.
