CASL: A Novel Collusion Attack Against Distributed Energy Management Systems

被引:8
作者
Ye, Feng [1 ]
Cao, Xianghui [1 ]
Cheng, Zheyuan [2 ]
Chow, Mo-Yuen [3 ]
机构
[1] Southeast Univ, Sch Automat, Nanjing 210096, Peoples R China
[2] North Carolina State Univ, Dept Elect & Comp Engn, Raleigh, NC 27697 USA
[3] Shanghai Jiao Tong Univ, UM SJTU Joint Inst, Shanghai 200240, Peoples R China
基金
中国国家自然科学基金;
关键词
Distributed energy management systems; collusion attack; false data injection; storage; social welfare; secret functions; CYBER-SECURITY; SMART; ALGORITHM; PRIVACY;
D O I
10.1109/TSG.2023.3251401
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Recently, the security issues of smart grids have received wide attention. In particular, false data injection attacks against distributed energy management systems (DEMSs) are considered of high importance as they are able to cause economic losses or even damages to system stability in subtle ways. Existing studies have identified many such attacks and proposed corresponding countermeasures. However, in this paper, we show that DEMS is still insecure and in risk of economic loss by proposing and analyzing a novel attack called Collusion Attack between a Storage and a Load (CASL). In CASL, a distributed energy storage device colludes with a load by injecting an abnormal extra power supply to the load in a secret way through using two secret functions. In this way, the colluding pair behaves as normal ones in both computational and communicational viewpoints. We theoretically prove the convergence of DEMS in presence of the attack, and derive an upper bound of the social welfare losses of DEMS caused by CASL. We demonstrate the effectiveness of CASL through simulations.
引用
收藏
页码:4717 / 4728
页数:12
相关论文
共 32 条
[1]   Power Systems Decomposition for Robustifying State Estimation Under Cyber Attacks [J].
Ahmadi, Naime ;
Chakhchoukh, Yacine ;
Ishii, Hideaki .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2021, 36 (03) :1922-1933
[2]   False Data Injection Attacks Induced Sequential Outages in Power Systems [J].
Che, Liang ;
Liu, Xuan ;
Li, Zuyi ;
Wen, Yunfeng .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2019, 34 (02) :1513-1523
[3]   Data-Driven Resilient Automatic Generation Control Against False Data Injection Attacks [J].
Chen, Chunyu ;
Chen, Yang ;
Zhao, Junbo ;
Zhang, Kaifeng ;
Ni, Ming ;
Ren, Bixing .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (12) :8092-8101
[4]   A Distributed and Robust Security-Constrained Economic Dispatch Algorithm Based on Blockchain [J].
Chen, Sijie ;
Zhang, Ling ;
Yan, Zheng ;
Shen, Zeyu .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2022, 37 (01) :691-700
[5]   Resilient Collaborative Distributed Energy Management System Framework for Cyber-Physical DC Microgrids [J].
Cheng, Zheyuan ;
Chow, Mo-Yuen .
IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (06) :4637-4649
[6]   To Centralize or to Distribute: That Is the Question A Comparison of Advanced Microgrid Management Systems [J].
Cheng, Zheyuan ;
Duan, Jie ;
Chow, Mo-Yuen .
IEEE INDUSTRIAL ELECTRONICS MAGAZINE, 2018, 12 (01) :6-24
[7]   Security Analysis for Dynamic State Estimation of Power Systems With Measurement Delays [J].
Cheng, Zhijian ;
Ren, Hongru ;
Qin, Jiahu ;
Lu, Renquan .
IEEE TRANSACTIONS ON CYBERNETICS, 2023, 53 (04) :2087-2096
[8]   Blind False Data Attacks Against AC State Estimation Based on Geometric Approach in Smart Grid Communications [J].
Chin, Wen-Long ;
Lee, Chun-Hung ;
Jiang, Tao .
IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (06) :6298-6306
[9]   Detection of False Data Injection Attacks in Smart Grids Based on Graph Signal Processing [J].
Drayer, Elisabeth ;
Routtenberg, Tirza .
IEEE SYSTEMS JOURNAL, 2020, 14 (02) :1886-1896
[10]   A Resilient Consensus-Based Distributed Energy Management Algorithm Against Data Integrity Attacks [J].
Duan, Jie ;
Chow, Mo-Yuen .
IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (05) :4729-4740