Please use this identifier to cite or link to this item:
|Title:||Analysis of moving target defense against false data injection attacks on power grid||Authors:||Zhang, Z.
Yau, D. K. Y.
|Keywords:||Engineering::Computer science and engineering||Issue Date:||2020||Source:||Zhang, Z., Deng, R., Yau, D. K. Y., Cheng, P. & Chen, J. (2020). Analysis of moving target defense against false data injection attacks on power grid. IEEE Transactions On Information Forensics and Security, 15, 2320-2335. https://dx.doi.org/10.1109/TIFS.2019.2928624||Project:||201805
|Journal:||IEEE Transactions on Information Forensics and Security||Abstract:||Recent studies have considered thwarting false data injection (FDI) attacks against state estimation in power grids by proactively perturbing branch susceptances. This approach is known as moving target defense (MTD). However, despite of the deployment of MTD, it is still possible for the attacker to launch stealthy FDI attacks generated with former branch susceptances. In this paper, we prove that, an MTD has the capability to thwart all FDI attacks constructed with former branch susceptances only if (i) the number of branches l in the power system is not less than twice that of the system states n (i.e., l \geq 2n , where n + 1 is the number of buses); (ii) the susceptances of more than n branches, which cover all buses, are perturbed. Moreover, we prove that the state variable of a bus that is only connected by a single branch (no matter it is perturbed or not) can always be modified by the attacker. Nevertheless, in order to reduce the attack opportunities of potential attackers, we first exploit the impact of the susceptance perturbation magnitude on the dimension of the stealthy attack space, in which the attack vector is constructed with former branch susceptances. Then, we propose that, by perturbing an appropriate set of branches, we can minimize the dimension of the stealthy attack space and maximize the number of covered buses. Besides, we consider the increasing operation cost caused by the activation of MTD. Finally, we conduct extensive simulations to illustrate our findings with IEEE standard test power systems.||URI:||https://hdl.handle.net/10356/154436||ISSN:||1556-6013||DOI:||10.1109/TIFS.2019.2928624||Rights:||© 2019 IEEE. All rights reserved.||Fulltext Permission:||none||Fulltext Availability:||No Fulltext|
|Appears in Collections:||SCSE Journal Articles|
Updated on May 28, 2022
Items in DR-NTU are protected by copyright, with all rights reserved, unless otherwise indicated.