Optimal periodic DoS attack with energy harvester in cyber-physical systems

被引:30
|
作者
Ye, Dan [1 ,2 ]
Song, Yunbo [1 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Liaoning, Peoples R China
[2] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110819, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
Periodic DoS attacks; Cyber-physical systems; Energy harvesting; Remote state estimation; STATE ESTIMATION; ALLOCATION; SUBJECT;
D O I
10.1016/j.neucom.2020.01.075
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper investigates the security of cyber-physical systems (CPSs) in the presence of periodic denial-of-service (DoS) attacks with energy harvester. The objective is designing periodic DoS attacks to maximize the attack performance on estimation error. For the jammer equipped with an energy harvester, two scenarios are studied: the energy harvester collects constant or time-varying energy during every period. For the first scenario, we present the optimal periodic attack strategy by dealing with the Markov decision process. For the second scenario, we offer an algorithm to obtain the optimal attack strategy, which is an improved strategy search method adopted to solve the optimization problems. The numerical results are presented to illustrate the effectiveness of proposed methods. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页码:69 / 77
页数:9
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