volume 16 issue 2 pages 1-22

Securing Cyber-Physical Social Interactions on Wrist-Worn Devices

Publication typeJournal Article
Publication date2020-04-09
scimago Q1
wos Q1
SJR0.993
CiteScore7.3
Impact factor4.7
ISSN15504859, 15504867
Computer Networks and Communications
Abstract

Since ancient Greece, handshaking has been commonly practiced between two people as a friendly gesture to express trust and respect, or form a mutual agreement. In this article, we show that such physical contact can be used to bootstrap secure cyber contact between the smart devices worn by users. The key observation is that during handshaking, although belonged to two different users, the two hands involved in the shaking events are often rigidly connected, and therefore exhibit very similar motion patterns. We propose a novel key generation system, which harvests motion data during user handshaking from the wrist-worn smart devices such as smartwatches or fitness bands, and exploits the matching motion patterns to generate symmetric keys on both parties. The generated keys can be then used to establish a secure communication channel for exchanging data between devices. This provides a much more natural and user-friendly alternative for many applications, e.g., exchanging/sharing contact details, friending on social networks, or even making payments, since it doesn’t involve extra bespoke hardware, nor require the users to perform pre-defined gestures. We implement the proposed key generation system on off-the-shelf smartwatches, and extensive evaluation shows that it can reliably generate 128-bit symmetric keys just after around 1s of handshaking (with success rate >99%), and is resilient to different types of attacks including impersonate mimicking attacks, impersonate passive attacks, or eavesdropping attacks. Specifically, for real-time impersonate mimicking attacks, in our experiments, the Equal Error Rate (EER) is only 1.6% on average. We also show that the proposed key generation system can be extremely lightweight and is able to run in-situ on the resource-constrained smartwatches without incurring excessive resource consumption.

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GOST |
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GOST Copy
Shen Y. et al. Securing Cyber-Physical Social Interactions on Wrist-Worn Devices // ACM Transactions on Sensor Networks. 2020. Vol. 16. No. 2. pp. 1-22.
GOST all authors (up to 50) Copy
Shen Y., Du B., Xu W., Luo C., Wei B., Cui L., Wen H. Securing Cyber-Physical Social Interactions on Wrist-Worn Devices // ACM Transactions on Sensor Networks. 2020. Vol. 16. No. 2. pp. 1-22.
RIS |
Cite this
RIS Copy
TY - JOUR
DO - 10.1145/3378669
UR - https://doi.org/10.1145/3378669
TI - Securing Cyber-Physical Social Interactions on Wrist-Worn Devices
T2 - ACM Transactions on Sensor Networks
AU - Shen, Yiran
AU - Du, Bowen
AU - Xu, Weitao
AU - Luo, Chengwen
AU - Wei, Bo
AU - Cui, Lizhen
AU - Wen, Hongkai
PY - 2020
DA - 2020/04/09
PB - Association for Computing Machinery (ACM)
SP - 1-22
IS - 2
VL - 16
SN - 1550-4859
SN - 1550-4867
ER -
BibTex |
Cite this
BibTex (up to 50 authors) Copy
@article{2020_Shen,
author = {Yiran Shen and Bowen Du and Weitao Xu and Chengwen Luo and Bo Wei and Lizhen Cui and Hongkai Wen},
title = {Securing Cyber-Physical Social Interactions on Wrist-Worn Devices},
journal = {ACM Transactions on Sensor Networks},
year = {2020},
volume = {16},
publisher = {Association for Computing Machinery (ACM)},
month = {apr},
url = {https://doi.org/10.1145/3378669},
number = {2},
pages = {1--22},
doi = {10.1145/3378669}
}
MLA
Cite this
MLA Copy
Shen, Yiran, et al. “Securing Cyber-Physical Social Interactions on Wrist-Worn Devices.” ACM Transactions on Sensor Networks, vol. 16, no. 2, Apr. 2020, pp. 1-22. https://doi.org/10.1145/3378669.