Exploring Energy Impacts of Cyberattacks on Adaptive Cruise Control Vehicles

Tianyi Li, Benjamin Rosenblad, Shian Wang, Mingfeng Shang, Raphael Stern

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

The emergence of automated vehicles (AVs) with driver-assist features, such as adaptive cruise control (ACC) and other automated driving capabilities, promises a bright future for transportation systems. However, these emerging features also introduce the possibility of cyberattacks. A select number of ACC vehicles could be compromised to drive abnormally, causing a network-wide impact on congestion and fuel consumption. In this study, we first introduce two types of candidate attacks on ACC vehicles: malicious attacks on vehicle control commands and false data injection attacks on sensor measurements. Then, we examine the energy impacts of these candidate attacks on distinct traffic conditions involving both free flow and congested regimes to get a sense of how sensitive the flow is to these candidate attacks. Specifically, the widely used VT-Micro model is adopted to quantify vehicle energy consumption. We find that the candidate attacks introduced to ACC or partially automated vehicles may only adversely impact the fuel consumption of the compromised vehicles and may not translate to significantly higher emissions across the fleet.

Original languageEnglish (US)
Title of host publicationIV 2023 - IEEE Intelligent Vehicles Symposium, Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350346916
DOIs
StatePublished - 2023
Event34th IEEE Intelligent Vehicles Symposium, IV 2023 - Anchorage, United States
Duration: Jun 4 2023Jun 7 2023

Publication series

NameIEEE Intelligent Vehicles Symposium, Proceedings
Volume2023-June

Conference

Conference34th IEEE Intelligent Vehicles Symposium, IV 2023
Country/TerritoryUnited States
CityAnchorage
Period6/4/236/7/23

Bibliographical note

Publisher Copyright:
© 2023 IEEE.

Fingerprint

Dive into the research topics of 'Exploring Energy Impacts of Cyberattacks on Adaptive Cruise Control Vehicles'. Together they form a unique fingerprint.

Cite this