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Authenticating Drivers Using Automotive Batteries

Authors
He, LiangShu, YuanchaoLEE, YOUNG MOONChen, DongyaoShin, Kang G.
Issue Date
Dec-2020
Publisher
Association for Computing Machinery (ACM)
Keywords
batteries as authenticators; Driver authentication; multi-factor authentication
Citation
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, v.4, no.4, pp.1 - 27
Indexed
SCOPUS
Journal Title
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
Volume
4
Number
4
Start Page
1
End Page
27
URI
https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/706
DOI
10.1145/3432198
ISSN
2474-9567
Abstract
Automakers have been improving, or even trying to replace, key-based driver authentication solutions, owing to their vulnerability to cyber attacks and single-point-of-failures, as well as their inability of driver identification. In line with this effort, we design a novel driver authentication system using automotive batteries, called Batteries-As-Authenticators (BAuth), to mitigate the limitations of key-based solutions by providing a second-factor authentication. BAuth is an add-on module installed between vehicles and their batteries, which uses the batteries as sensors to validate drivers' identities and actuators to enable/disable the cranking of vehicle's engine. We have prototyped and evaluated BAuth on 6 regular/hybrid/electric vehicles. Our evaluation shows BAuth to authenticate the drivers with a 98.17 (2.84)% averaged true (false) positive rates and tolerate the dynamics caused by the aging/temperature/state-of-charge of batteries. Our user study corroborates BAuth's attractiveness to car owners.
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COLLEGE OF ENGINEERING SCIENCES > DEPARTMENT OF ROBOT ENGINEERING > 1. Journal Articles

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LEE, YOUNG MOON
ERICA 공학대학 (DEPARTMENT OF ROBOT ENGINEERING)
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