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dc.contributor.authorGhanavati, Meysam
dc.contributor.authorChakravarthy, Animesh
dc.contributor.authorMenon, Prathyush P.
dc.identifier.citationM. Ghanavati, A. Chakravarthy and P. P. Menon, "Analysis of Automotive Cyber-Attacks on Highways Using Partial Differential Equation Models," in IEEE Transactions on Control of Network Systems, vol. 5, no. 4, pp. 1775-1786, Dec. 2018en_US
dc.descriptionClick on the DOI link to access the article (may not be free).en_US
dc.description.abstractThis paper considers scenarios wherein a group of malicious vehicles on a highway perform a cooperative attack with the motive of creating undesirable wave effects among other vehicles on the highway. The two species of vehicles-malicious vehicles and normal vehicles, and their associated interaction effects-are modeled using partial differential equations. The malicious vehicles, which may be arbitrarily distributed on the highway, perform a sequence of velocity changes with the objective of making the density/velocity profile on the highway, track a reference profile. This reference profile (chosen by the malicious vehicles) has the property that once generated, it spontaneously evolves into a shock wave that propagates along the highway. Analytical expressions governing the velocity inputs of the malicious vehicles with which they can generate such waves are determined, for perfect as well as imperfect information scenarios. Simulation results are presented to validate the theory.en_US
dc.description.sponsorshipNational Science Foundation under Grant IIS-1351677.en_US
dc.relation.ispartofseriesIEEE Transactions on Control of Network Systems;v.5:no.4
dc.subjectControl of distributed parameter systemsen_US
dc.subjectCyber-attack modelingen_US
dc.subjectMacroscopic traffic analysisen_US
dc.subjectShock wavesen_US
dc.titleAnalysis of automotive cyber-attacks on highways using partial differential equation modelsen_US
dc.rights.holder© 2018, IEEEen_US

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  • AE Research Publications [115]
    Research publications authored by the Department of Aerospace Engineering faculty and graduate students.

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