利用振动与植入式医疗器械进行安全配对:开发和可用性研究。

Mo Zhang, Chaofan Wang, Weiwei Jiang, David Oswald, Toby Murray, Eduard Marin, Jing Wei, Mark Ryan, Vassilis Kostakos
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引用次数: 0

摘要

背景:植入式医疗设备(imd),如起搏器,越来越多地与外部设备进行无线通信。为了保护这个无线通信通道,需要一个配对过程来引导设备之间的秘密密钥。以前的工作提出了配对方法,通常采用“无缝”设计,使配对过程对患者难以察觉。这种用户感知的缺乏会严重损害安全性并对患者构成威胁。目的:本研究旨在探索使用高度可感知的振动与IMD配对,并旨在提出一种新技术,利用人类运动行为的自然随机性作为配对的共享熵源,有可能部署到当前的IMD产品中。方法:开发了一个概念验证来演示所提出的技术。设计了一个可穿戴原型来模拟个人作为IMD患者(为了避免潜在风险,没有涉及真实患者),并设计了信号处理算法来使用加速度计读数来促进与IMD的安全配对。通过一项涉及24名参与者的实验室研究,该技术在准确性、安全性和可用性方面进行了全面评估。结果:我们提出的配对技术实现了很高的配对准确率,错误接受率为零(表明对手的风险较低),错误拒绝率仅为0.6%(1/192;表明合法用户可能会遇到很少的失败)。我们的方法还提供了强大的安全性,通过了国家标准与技术研究所的统计测试(所有P值都为>.01)。此外,我们的技术具有很高的可用性,系统可用性量表问卷的平均得分为73.6分(超过了“良好可用性”的标准基准68分)和从访谈中收集的见解证明了这一点。此外,整个配对过程可以在5秒内高效完成。结论:振动可以在imd环境中实现安全、可用和可部署的配对。与以前的方法相比,我们的方法也具有优势,例如,对IMD的传感能力要求较低,并且IMD与外部设备之间的同步要求较低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Using Vibration for Secure Pairing With Implantable Medical Devices: Development and Usability Study.

Using Vibration for Secure Pairing With Implantable Medical Devices: Development and Usability Study.

Using Vibration for Secure Pairing With Implantable Medical Devices: Development and Usability Study.

Using Vibration for Secure Pairing With Implantable Medical Devices: Development and Usability Study.

Background: Implantable medical devices (IMDs), such as pacemakers, increasingly communicate wirelessly with external devices. To secure this wireless communication channel, a pairing process is needed to bootstrap a secret key between the devices. Previous work has proposed pairing approaches that often adopt a "seamless" design and render the pairing process imperceptible to patients. This lack of user perception can significantly compromise security and pose threats to patients.

Objective: The study aimed to explore the use of highly perceptible vibrations for pairing with IMDs and aim to propose a novel technique that leverages the natural randomness in human motor behavior as a shared source of entropy for pairing, potentially deployable to current IMD products.

Methods: A proof of concept was developed to demonstrate the proposed technique. A wearable prototype was built to simulate an individual acting as an IMD patient (real patients were not involved to avoid potential risks), and signal processing algorithms were devised to use accelerometer readings for facilitating secure pairing with an IMD. The technique was thoroughly evaluated in terms of accuracy, security, and usability through a lab study involving 24 participants.

Results: Our proposed pairing technique achieves high pairing accuracy, with a zero false acceptance rate (indicating low risks from adversaries) and a false rejection rate of only 0.6% (1/192; suggesting that legitimate users will likely experience very few failures). Our approach also offers robust security, which passes the National Institute of Standards and Technology statistical tests (with all P values >.01). Moreover, our technique has high usability, evidenced by an average System Usability Scale questionnaire score of 73.6 (surpassing the standard benchmark of 68 for "good usability") and insights gathered from the interviews. Furthermore, the entire pairing process can be efficiently completed within 5 seconds.

Conclusions: Vibration can be used to realize secure, usable, and deployable pairing in the context of IMDs. Our method also exhibits advantages over previous approaches, for example, lenient requirements on the sensing capabilities of IMDs and the synchronization between the IMD and the external device.

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