AEROKEY

Author:

Lee Kyuin1,Yang Yucheng1,Prabhune Omkar1,Chithra Aishwarya Lekshmi1,West Jack2,Fawaz Kassem1,Klingensmith Neil2,Banerjee Suman1,Kim Younghyun1

Affiliation:

1. University of Wisconsin-Madison, Madison, Wisconsin, USA

2. Loyola University Chicago, Chicago, Illinois, USA

Abstract

Wireless connectivity is becoming common in increasingly diverse personal devices, enabling various interoperation- and Internet-based applications and services. More and more interconnected devices are simultaneously operated by a single user with short-lived connections, making usable device authentication methods imperative to ensure both high security and seamless user experience. Unfortunately, current authentication methods that heavily require human involvement, in addition to form factor and mobility constraints, make this balance hard to achieve, often forcing users to choose between security and convenience. In this work, we present a novel over-the-air device authentication scheme named AEROKEY that achieves both high security and high usability. With virtually no hardware overhead, AEROKEY leverages ubiquitously observable ambient electromagnetic radiation to autonomously generate spatiotemporally unique secret that can be derived only by devices that are closely located to each other. Devices can make use of this unique secret to form the basis of a symmetric key, making the authentication procedure more practical, secure and usable with no active human involvement. We propose and implement essential techniques to overcome challenges in realizing AEROKEY on low-cost microcontroller units, such as poor time synchronization, lack of precision analog front-end, and inconsistent sampling rates. Our real-world experiments demonstrate reliable authentication as well as its robustness against various realistic adversaries with low equal-error rates of 3.4% or less and usable authentication time of as low as 24 s.

Publisher

Association for Computing Machinery (ACM)

Subject

Computer Networks and Communications,Hardware and Architecture,Human-Computer Interaction

Reference48 articles.

1. Checksum gestures

2. Donald J. Berndt and James Clifford. 1994. Using Dynamic Time Warping to Find Patterns in Time Series . In Proceedings of the International Conference on Knowledge Discovery (AAAIWS '94) . 359--370. Donald J. Berndt and James Clifford. 1994. Using Dynamic Time Warping to Find Patterns in Time Series. In Proceedings of the International Conference on Knowledge Discovery (AAAIWS '94). 359--370.

3. DOSE: Detecting user-driven operating states of electronic devices from a single sensing point

4. DeMiCPU: Device Fingerprinting with Magnetic Signals Radiated by CPU

5. Miro Enev , Sidhant Gupta , Tadayoshi Kohno , and Shwetak N. Patel . 2011. Televisions, Video Privacy, and Powerline Electromagnetic Interference . In Proceedings of the 18th ACM Conference on Computer and Communications Security (CCS '11) . 537--550. https://doi.org/10.1145/ 2046 707.2046770 10.1145/2046707.2046770 Miro Enev, Sidhant Gupta, Tadayoshi Kohno, and Shwetak N. Patel. 2011. Televisions, Video Privacy, and Powerline Electromagnetic Interference. In Proceedings of the 18th ACM Conference on Computer and Communications Security (CCS '11). 537--550. https://doi.org/10.1145/2046707.2046770

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Signal Injection Attack Against Zero Involvement Pairing and Authentication for the Internet of Things;2024 IEEE Workshop on Design Automation for CPS and IoT (DESTION);2024-05-13

2. TouchKey;Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies;2023-06-12

3. PMMSA: Security analysis system for android wearable applications based on permission matching and malware similarity analysis;Future Generation Computer Systems;2022-12

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3