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2017 | OriginalPaper | Chapter

AuthentiCap - A Touchless Vehicle Authentication and Personalization System

Authors : Sebastian Frank, Arjan Kuijper

Published in: Ambient Intelligence

Publisher: Springer International Publishing

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Abstract

Current authentication systems in vehicles use portable keys or biometric and/or touch based inputs. They can be outwitted by stealing the keys or by copying the biometric information and analyzing the touch marks. This has to be inhibited, since vehicles are not only an expensive property, that would be lost in non-authenticated hands, but wrong permitted access also can unleash heavy machine power to inexperienced drivers or even people without a driver’s license. We present a system that authenticates drivers and unlocks personalization features without any portable keys or touching. Moreover, it is invisibly integrated into a vehicle structure, the steering wheel. In contrast to biometric authentication, the password pattern is adjustable and changeable. With the presented system, vehicle manufactures are able to install driver authentication systems without any visible design changes. The manufacturer thus provides more freedom and responsibility to the driver by giving him the option to choose his own unlock pattern. Still, the security is increased by avoiding common vulnerabilities like smudge attacks, the stealing of keys, or copying of biometric data. Our experiments show excellent recognition rates for multiple string patterns. A small user study shows that our system achieves 86% accuracy for inexperienced users, up to 96% for experienced ones. The users appreciated the easy of use.

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Literature
1.
go back to reference Alsaadi, I.M.: Physiological biometric authentication systems, advantages disadvantages and future development: A review. Int. J. Sci. Technol. Res. 4(12), 285–289 (2015)MathSciNet Alsaadi, I.M.: Physiological biometric authentication systems, advantages disadvantages and future development: A review. Int. J. Sci. Technol. Res. 4(12), 285–289 (2015)MathSciNet
2.
go back to reference Aviv, A.J., Gibson, K.L., Mossop, E., Blaze, M., Smith, J.M.: Smudge attacks on smartphone touch screens. In: 4th USENIX Workshop on Offensive Technologies, WOOT 2010 (2010) Aviv, A.J., Gibson, K.L., Mossop, E., Blaze, M., Smith, J.M.: Smudge attacks on smartphone touch screens. In: 4th USENIX Workshop on Offensive Technologies, WOOT 2010 (2010)
3.
go back to reference Bowyer Jr., K.W., Doyle, J.S.: Cosmetic contact lenses and iris recognition spoofing. IEEE Comput. 47(5), 96–98 (2014)CrossRef Bowyer Jr., K.W., Doyle, J.S.: Cosmetic contact lenses and iris recognition spoofing. IEEE Comput. 47(5), 96–98 (2014)CrossRef
4.
go back to reference Braun, A., Frank, S., Majewski, M., Wang, X.: CapSeat: capacitive proximity sensing for automotive activity recognition. In: Proceedings of the 7th AutomotiveUI 2015, pp. 225–232 (2015) Braun, A., Frank, S., Majewski, M., Wang, X.: CapSeat: capacitive proximity sensing for automotive activity recognition. In: Proceedings of the 7th AutomotiveUI 2015, pp. 225–232 (2015)
6.
go back to reference Braun, A., Neumann, S., Schmidt, S., Wichert, R., Kuijper, A.: Towards interactive car interiors: the active armrest. In: Proceedings of the 8th Nordic Conference on Human-Computer Interaction: Fun, Fast, Foundational, pp. 911–914 (2014) Braun, A., Neumann, S., Schmidt, S., Wichert, R., Kuijper, A.: Towards interactive car interiors: the active armrest. In: Proceedings of the 8th Nordic Conference on Human-Computer Interaction: Fun, Fast, Foundational, pp. 911–914 (2014)
7.
go back to reference Braun, A., Wichert, R., Frank, S.: Verfahren zur feststellung der identität einer person auf einem sitz eines fahrzeugs, Patent DE 102014214978 A1, 04 Feb 2016 Braun, A., Wichert, R., Frank, S.: Verfahren zur feststellung der identität einer person auf einem sitz eines fahrzeugs, Patent DE 102014214978 A1, 04 Feb 2016
8.
go back to reference Braun, A., Wichert, R., Kuijper, A., Fellner, D.W.: Capacitive proximity sensing in smart environments. J. Ambient Intell. Smart Environ. 7(4), 483–510 (2015)CrossRef Braun, A., Wichert, R., Kuijper, A., Fellner, D.W.: Capacitive proximity sensing in smart environments. J. Ambient Intell. Smart Environ. 7(4), 483–510 (2015)CrossRef
9.
go back to reference Ford: Ford MyKey, now on 6 million vehicles, helps parents keep teens safe this summer, June 2013 Ford: Ford MyKey, now on 6 million vehicles, helps parents keep teens safe this summer, June 2013
10.
go back to reference Garcia, F.D., Oswald, D., Kasper, T., Pavlidès, P.: Lock it and still lose it - on the (in)security of automotive remote keyless entry systems. In: 25th USENIX Security Symposium, USENIX Security 2016 (2016) Garcia, F.D., Oswald, D., Kasper, T., Pavlidès, P.: Lock it and still lose it - on the (in)security of automotive remote keyless entry systems. In: 25th USENIX Security Symposium, USENIX Security 2016 (2016)
11.
go back to reference Grosse-Puppendahl, T., Braun, A., Kamieth, F., Kuijper, A.: Swiss-cheese extended: an object recognition method for ubiquitous interfaces based on capacitive proximity sensing. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 1401–1410. ACM (2013) Grosse-Puppendahl, T., Braun, A., Kamieth, F., Kuijper, A.: Swiss-cheese extended: an object recognition method for ubiquitous interfaces based on capacitive proximity sensing. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 1401–1410. ACM (2013)
12.
go back to reference Grosse-Puppendahl, T., Herber, S., Wimmer, R., Englert, F., Beck, S., von Wilmsdorff, J., Wichert, R., Kuijper, A.: Capacitive near-field communication for ubiquitous interaction and perception. In: Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 231–242 (2014) Grosse-Puppendahl, T., Herber, S., Wimmer, R., Englert, F., Beck, S., von Wilmsdorff, J., Wichert, R., Kuijper, A.: Capacitive near-field communication for ubiquitous interaction and perception. In: Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 231–242 (2014)
13.
go back to reference Min, R., Choi, J., Medioni, G.G., Dugelay, J.: Real-time 3d face identification from a depth camera. In: Proceedings of the 21st International Conference on Pattern Recognition, ICPR 2012, pp. 1739–1742 (2012) Min, R., Choi, J., Medioni, G.G., Dugelay, J.: Real-time 3d face identification from a depth camera. In: Proceedings of the 21st International Conference on Pattern Recognition, ICPR 2012, pp. 1739–1742 (2012)
14.
go back to reference NHTSA - National Center for Statistics, Analysis: An exploration of vehicle based monitoring of novice teen drivers: Final report (2010) NHTSA - National Center for Statistics, Analysis: An exploration of vehicle based monitoring of novice teen drivers: Final report (2010)
15.
go back to reference NHTSA - National Center for Statistics, Analysis: Traffic safety facts - speeding (2014) NHTSA - National Center for Statistics, Analysis: Traffic safety facts - speeding (2014)
16.
go back to reference NHTSA - National Center for Statistics, Analysis: Traffic safety facts - distracted driving 2014 (2016) NHTSA - National Center for Statistics, Analysis: Traffic safety facts - distracted driving 2014 (2016)
17.
go back to reference Rieth, P., Böhm, J., Linkenbach, S., Hoffmann, O., Nell, J., Schirling, A., Netz, A., Stauder, P., Kuhn, M.: Steering handle for motor vehicles and method for recording a physical parameter on a steering handle, US Patent 7,321,311, 22 Jan 2008 Rieth, P., Böhm, J., Linkenbach, S., Hoffmann, O., Nell, J., Schirling, A., Netz, A., Stauder, P., Kuhn, M.: Steering handle for motor vehicles and method for recording a physical parameter on a steering handle, US Patent 7,321,311, 22 Jan 2008
18.
go back to reference Rus, S., Sahbaz, M., Braun, A., Kuijper, A.: Design factors for flexible capacitive sensors in ambient intelligence. In: 12th European Conference on Ambient Intelligence AmI 2015, pp. 77–92 (2015) Rus, S., Sahbaz, M., Braun, A., Kuijper, A.: Design factors for flexible capacitive sensors in ambient intelligence. In: 12th European Conference on Ambient Intelligence AmI 2015, pp. 77–92 (2015)
19.
go back to reference Schneegass, S., Steimle, F., Bulling, A., Alt, F., Schmidt, A.: SmudgeSafe: geometric image transformations for smudge-resistant user authentication. In: The 2014 ACM Conference on Ubiquitous Computing, UbiComp 2014, pp. 775–786 (2014) Schneegass, S., Steimle, F., Bulling, A., Alt, F., Schmidt, A.: SmudgeSafe: geometric image transformations for smudge-resistant user authentication. In: The 2014 ACM Conference on Ubiquitous Computing, UbiComp 2014, pp. 775–786 (2014)
20.
go back to reference Singh, G., Kumar, C.J., Rani, R.: Performance analysis of different classifiers for recognition of handwritten Gurmukhi characters using hybrid features. In: International Conference on Computing, Communication Automation, pp. 1091–1095 (2015) Singh, G., Kumar, C.J., Rani, R.: Performance analysis of different classifiers for recognition of handwritten Gurmukhi characters using hybrid features. In: International Conference on Computing, Communication Automation, pp. 1091–1095 (2015)
21.
go back to reference Sun, C., Wang, Y., Zheng, J.: Dissecting pattern unlock: the effect of pattern strength meter on pattern selection. J. Inf. Secur. Appl. 19(4–5), 308–320 (2014) Sun, C., Wang, Y., Zheng, J.: Dissecting pattern unlock: the effect of pattern strength meter on pattern selection. J. Inf. Secur. Appl. 19(4–5), 308–320 (2014)
22.
go back to reference Xia, Z., Lv, R., Zhu, Y., Ji, P., Sun, H., Shi, Y.Q.: Fingerprint liveness detection using gradient-based texture features. Signal Image Video Process. 11, 381–388 (2016)CrossRef Xia, Z., Lv, R., Zhu, Y., Ji, P., Sun, H., Shi, Y.Q.: Fingerprint liveness detection using gradient-based texture features. Signal Image Video Process. 11, 381–388 (2016)CrossRef
Metadata
Title
AuthentiCap - A Touchless Vehicle Authentication and Personalization System
Authors
Sebastian Frank
Arjan Kuijper
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-56997-0_4

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