路径词:一种基于数字形状和平滑追踪眼球运动的自组织认证多模态密码输入方法

Almoctar Hassoumi, Pourang Irani, Vsevolod Peysakhovich, C. Hurter
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引用次数: 22

摘要

我们提出了PathWord (PATH passWORD),一种基于已知数字形状和用户相对眼动的多模态数字输入方法。PathWord是一种无触摸、基于注视的输入方式,它试图在使用pin码解锁系统时减少肩部冲浪攻击。该系统使用一个改进的网络摄像头来检测用户的眼睛。这可以抑制直接触摸,使路人难以意识到输入数字,从而减少肩部冲浪和涂抹攻击。除了显示高准确率(研究1:87.1%的成功输入)和通过对42名参与者的详细评估(研究2)进行的强保密性外,我们还展示了PathWord如何大大降低了被盗密码的可能性(PathWord的平均被盗密码率为2.38%,而传统PIN码屏幕的被盗密码率超过90%)。我们展示了PathWord的用例,并讨论了它相对于传统输入方式的优势。我们设想PathWord是一种培养信心的方法,同时通过凝视手势解锁系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Path Word: A Multimodal Password Entry Method for Ad-hoc Authentication Based on Digits' Shape and Smooth Pursuit Eye Movements
We present PathWord (PATH passWORD), a multimodal digit entry method for ad-hoc authentication based on known digits shape and user relative eye movements. PathWord is a touch-free, gaze-based input modality, which attempts to decrease shoulder surfing attacks when unlocking a system using PINs. The system uses a modified web camera to detect the user's eye. This enables suppressing direct touch, making it difficult for passer-bys to be aware of the input digits, thus reducing shoulder surfing and smudge attacks. In addition to showing high accuracy rates (Study 1: 87.1% successful entries) and strong confidentiality through detailed evaluations with 42 participants (Study 2), we demonstrate how PathWord considerably diminishes the potential of stolen passwords (on average 2.38% stolen passwords with PathWord vs. over 90% with traditional PIN screen). We show use-cases of PathWord and discuss its advantages over traditional input modalities. We envision PathWord as a method to foster confidence while unlocking a system through gaze gestures.
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