Authenticating Drivers Using Automotive Batteries

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초록

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.

키워드

batteries as authenticators; Driver authentication; multi-factor authentication; Authentication; Network security; Vehicles
제목
Authenticating Drivers Using Automotive Batteries
저자
He, Liang; Shu, Yuanchao; LEE, YOUNG MOON; Chen, Dongyao; Shin, Kang G.
DOI
10.1145/3432198
발행일
2020-12
저널명
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
권
4
호
4
페이지
1 ~ 27