PDE-based analysis of automotive cyber-attacks on highways

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Authors
Ghanavati, Meysam
Chakravarthy, Animesh
Menon, Prathyush P.
Advisors
Issue Date
2017-05
Type
Conference paper
Keywords
Mathematical model , Automobiles , Road transportation , Lyapunov methods , Computational modeling , Manganese , Shock waves
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Citation
Ghanavati, Meysam; Chakravarthy, Animesh; Menon, Prathyush. 2017. PDE-based analysis of automotive cyber-attacks on highways. 2017 American Control Conference (ACC), pp 1833-1838
Abstract

This 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 (PDEs). The malicious vehicles 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 wave effects, are determined. Simulation results are presented to validate the theory.

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Publisher
IEEE
Journal
Book Title
Series
2017 American Control Conference (ACC);
PubMed ID
DOI
ISSN
0743-1619
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