AEROKEY:使用环境电磁辐射进行安全可用的无线设备认证

Kyuin Lee, Yucheng Yang, Omkar Prabhune, Aishwarya Lekshmi Chithra, Jack West, Kassem Fawaz, Neil Klingensmith, Suman Banerjee, Younghyun Kim
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引用次数: 3

摘要

无线连接在日益多样化的个人设备中变得越来越普遍,使各种基于互操作和基于internet的应用程序和服务成为可能。越来越多的互联设备由单个用户同时操作,且连接时间很短,因此可用的设备认证方法势在必行,以确保高安全性和无缝的用户体验。不幸的是,目前的身份验证方法非常需要人工参与,再加上形式因素和移动性的限制,使得这种平衡很难实现,经常迫使用户在安全性和便利性之间做出选择。在这项工作中,我们提出了一种名为AeroKey的新型无线设备认证方案,该方案实现了高安全性和高可用性。几乎没有硬件开销,AeroKey利用无处不在的环境电磁辐射,自主生成时空独特的秘密,这些秘密只能由彼此靠近的设备导出。设备可以利用这个独特的秘密来形成对称密钥的基础,使身份验证过程更加实用、安全和可用,而无需人工参与。我们提出并实现了一些关键技术,以克服在低成本微控制器上实现AeroKey的挑战,如时间同步性差、缺乏精确的模拟前端和不一致的采样率。我们的真实世界实验证明了可靠的身份验证及其对各种现实对手的鲁棒性,其等错误率低至3.4%或更低,可用身份验证时间低至24秒。
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AEROKEY: Using Ambient Electromagnetic Radiation for Secure and Usable Wireless Device Authentication
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. .
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