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Authenticating Drivers Using Automotive Batteries

delete2020-12-18
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PRE
AI
L
Liang He *
Y
Yuanchao Shu
Y
Youngmoon Lee
D
Dongyao Chen
K
Kang G. Shin
DOI:10.1145/3432198delete
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摘要

摘要

En 中文
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.
Keyword:
Driver authentication
multi-factor authentication
batteries as authenticators
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期刊

P
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
IF:
4.5
论文数:
1.1K
被引数:
7.2K

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H
hanyang university
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2.9W
论文数: 2.7W
被引数: 36
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University of Colorado System
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M
Microsoft
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University of Colorado Denver
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5.3K
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