Behavioral Biometrics for Continuous Authentication

Jigyasa Handa, Arjeeta Singh, A. Goyal, Parth Aggarwal
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Abstract

Smartphones, tablets, laptops and PCs have brought across the revolution of always on, always connected. They have become ubiquitous in our lives. Smartphones and tablets combine and extend the functionality of feature phones and desktop computers. They give us an opportunity to play, work and socialize whenever and wherever we want. It has now become a standard and an everyday gadget. We use it for everything and thus it has the most private and sensitive information. It has become susceptible to a lot of privacy issues if it reaches the hand of an outsider. There exist a potential risks if our mobile phones get stolen or are ceased by an intruder. Mostly these devices have a one-step authentication process which consists of the initial login i.e. input of ID and password by the user to gain total access. But this doesn't take into consideration the situation of who accesses the device after the initial login. The detection of a fraudulent access isn't taken into consideration. To deal with this problem, continuous authentication is becoming quite popular in which the user is continuously monitored after the initial login authentication process is completed. This paper highlights the various continuous authentication methods which can be used to monitor our devices and analyze the current research, proposed framework and mechanisms that can be implemented or have already been implemented.
连续认证的行为生物识别
智能手机、平板电脑、笔记本电脑和个人电脑带来了永远在线、永远连接的革命。它们在我们的生活中无处不在。智能手机和平板电脑结合并扩展了功能手机和台式电脑的功能。它们让我们有机会随时随地玩耍、工作和社交。它现在已经成为一个标准和日常小工具。我们用它做任何事情,因此它有最私人和敏感的信息。如果它落入外人之手,它就容易受到很多隐私问题的影响。存在一个潜在的风险,如果我们的手机被盗或被入侵者停止。大多数这些设备都有一个一步的认证过程,包括初始登录,即用户输入ID和密码以获得全部访问权限。但这并没有考虑到初次登录后谁访问设备的情况。没有考虑到欺诈性访问的检测。为了解决这个问题,持续身份验证变得非常流行,在初始登录身份验证过程完成后,对用户进行持续监控。本文重点介绍了各种可用于监控我们设备的连续认证方法,并分析了当前的研究、提出的框架和机制,这些框架和机制可以实现或已经实现。
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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