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Making Connected Cars Untraceable via DSRC Radios

Title
Making Connected Cars Untraceable via DSRC Radios
Author
이석복
Keywords
DSRC radios; Smart cars; tracking protection; utility preservation
Issue Date
2020-12
Publisher
Institute of Electrical and Electronics Engineers Inc.
Citation
IEEE Access, v. 8, article no. 9293023, Page. 224932-224946
Abstract
This article shows potential of using DSRC radios for vehicle tracking protection. We focus on traffic data collection as our target application where vehicles send their locations to a server while driving. Such vehicles are easily trackable - revealing location history - as the application often requires frequent and accurate location updates. This article presents PathCloak, a method that enables vehicles to report their locations while preventing the server from properly tracking the vehicles. PathCloak leverages vehicles' two network interfaces: in-car Internet (for accessing the server) and car-to-car DSRC (for creating path confusion). PathCloak-enabled vehicles exchange their kinematic information via DSRC radios, and use it to generate plausible path segments for each other, making their paths indistinguishable each other from the server's viewpoint. We demonstrate its feasibility via field experiments on real roads using our DSRC testbeds. Our evaluation shows that PathCloak offers strong privacy (tracking success ratio< 1%), while maintaining high utility for various traffic statistics. © 2013 IEEE.
URI
https://ieeexplore.ieee.org/document/9293023https://repository.hanyang.ac.kr/handle/20.500.11754/178595
ISSN
2169-3536
DOI
10.1109/ACCESS.2020.3044331
Appears in Collections:
COLLEGE OF COMPUTING[E](소프트웨어융합대학) > COMPUTER SCIENCE(소프트웨어학부) > Articles
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