Evaluation of Ad-hoc Secure Device Pairing Method with Accelerometer and Camera Using Marker

M. Nagatomo, K. Aburada, N. Okazaki, Mirang Park
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引用次数: 1

Abstract

Currently, devices with wireless technologies often communicate each other ad hoc. For example, a presenter wirelessly distributes ad-hoc meeting materials from a PC to mobile device in a meeting room. However, there is a problem of spoofing by an impersonator outside the room. Hence, devices must conduct secure pairing, which is exchange of key necessary for encrypting communication contents, before the communication. As a pairing method between devices, there are pairing methods using RSS from access point as features. However, RSS changes significantly due to environmental factors. On the other hand, there are the pairing methods which compare acceleration data from devices with displacement data of devices from camera of a server. However, these methods have problems that it is necessary to use infrared camera and difficult to recognize inclination of devices. Thus, these methods cannot perform accurate device pairing. Therefore, in this paper, we propose a method that perform pairing using devices' accelerometers and markers displayed on devices, and a camera of authentication server. This method performs pairing by calculating similarity between velocity data from acceleration data from devices and displacement data of the marker from camera after comparing marker sequence displayed on the device. This method has advantage that can detect devices' inclination by recognizing markers' inclination. We performed three types of experiments to confirm the similarity of displacement data and acceleration data, whether an impersonator outside camera range can perform pairing, and possibility of several devices pairing together. As a result, we founded that the larger the device's display is, the higher the similarity, the proposed method can distinguish legitimate user from impersonator outside camera range by average similarity, and three devices succeeded pairing at rate of 71.8%.
基于标记的加速度计与相机自组织安全设备配对方法评价
目前,具有无线技术的设备通常都是特别地相互通信。例如,在会议室中,主讲人将特别会议资料从PC无线分发到移动设备。然而,存在一个由房间外的模仿者进行欺骗的问题。因此,设备在通信前必须进行安全配对,即交换加密通信内容所必需的密钥。作为设备之间的配对方法,有使用来自接入点的RSS作为特征的配对方法。然而,由于环境因素,RSS发生了显著变化。另一方面,有将来自设备的加速度数据与来自服务器摄像机的设备的位移数据进行比较的配对方法。但是,这些方法存在着需要使用红外摄像机和难以识别设备倾斜度的问题。因此,这些方法不能进行精确的设备配对。因此,在本文中,我们提出了一种使用设备的加速度计和设备上显示的标记以及认证服务器的摄像头进行配对的方法。该方法通过比较设备上显示的标记序列,计算来自设备的加速度数据中的速度数据与来自相机的标记位移数据的相似度来进行配对。该方法具有通过识别标记物的倾斜度来检测器件倾斜度的优点。我们进行了三种类型的实验,以确认位移数据和加速度数据的相似性,相机范围外的模拟者是否可以进行配对,以及多个设备一起配对的可能性。结果发现,设备的显示屏越大,相似度越高,所提出的方法可以通过平均相似度区分相机范围外的合法用户和模仿者,三个设备的配对成功率为71.8%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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