SPy: Car Steering Reveals Your Trip Route!

Vehicular data-collection platforms as part of Original Equipment Manufacturers’ (OEMs’) connected telematics services are on the rise in order to provide diverse connected services to the users. They also allow the collected data to be shared with third-parties upon users’ permission. Under the cur...

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Bibliographic Details
Main Authors: Pesé Mert D., Pu Xiaoying, Shin Kang G.
Format: Article
Language:English
Published: Sciendo 2020-04-01
Series:Proceedings on Privacy Enhancing Technologies
Subjects:
Online Access:https://doi.org/10.2478/popets-2020-0022
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spelling doaj-69967930afd84c36a1fe14cb58b46ef12021-09-05T14:01:10ZengSciendoProceedings on Privacy Enhancing Technologies2299-09842020-04-012020215517410.2478/popets-2020-0022popets-2020-0022SPy: Car Steering Reveals Your Trip Route!Pesé Mert D.0Pu Xiaoying1Shin Kang G.2The University of Michigan - Ann ArborThe University of Michigan - Ann ArborThe University of Michigan - Ann ArborVehicular data-collection platforms as part of Original Equipment Manufacturers’ (OEMs’) connected telematics services are on the rise in order to provide diverse connected services to the users. They also allow the collected data to be shared with third-parties upon users’ permission. Under the current suggested permission model, we find these platforms leaking users’ location information without explicitly obtaining users’ permission. We analyze the accuracy of inferring a vehicle’s location from seemingly benign steering wheel angle (SWA) traces, and show its impact on the driver’s location privacy. By collecting and processing real-life SWA traces, we can infer the users’ exact traveled routes with up to 71% accuracy, which is much higher than the state-of-the-art.https://doi.org/10.2478/popets-2020-0022automotive privacylocation privacy
collection DOAJ
language English
format Article
sources DOAJ
author Pesé Mert D.
Pu Xiaoying
Shin Kang G.
spellingShingle Pesé Mert D.
Pu Xiaoying
Shin Kang G.
SPy: Car Steering Reveals Your Trip Route!
Proceedings on Privacy Enhancing Technologies
automotive privacy
location privacy
author_facet Pesé Mert D.
Pu Xiaoying
Shin Kang G.
author_sort Pesé Mert D.
title SPy: Car Steering Reveals Your Trip Route!
title_short SPy: Car Steering Reveals Your Trip Route!
title_full SPy: Car Steering Reveals Your Trip Route!
title_fullStr SPy: Car Steering Reveals Your Trip Route!
title_full_unstemmed SPy: Car Steering Reveals Your Trip Route!
title_sort spy: car steering reveals your trip route!
publisher Sciendo
series Proceedings on Privacy Enhancing Technologies
issn 2299-0984
publishDate 2020-04-01
description Vehicular data-collection platforms as part of Original Equipment Manufacturers’ (OEMs’) connected telematics services are on the rise in order to provide diverse connected services to the users. They also allow the collected data to be shared with third-parties upon users’ permission. Under the current suggested permission model, we find these platforms leaking users’ location information without explicitly obtaining users’ permission. We analyze the accuracy of inferring a vehicle’s location from seemingly benign steering wheel angle (SWA) traces, and show its impact on the driver’s location privacy. By collecting and processing real-life SWA traces, we can infer the users’ exact traveled routes with up to 71% accuracy, which is much higher than the state-of-the-art.
topic automotive privacy
location privacy
url https://doi.org/10.2478/popets-2020-0022
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