Research on continuous authentication using dynamic biometrics during information terminal operation

Impact Pub Date : 2024-01-22 DOI:10.21820/23987073.2024.1.63
Takeshi Yamada
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Abstract

Cyberattacks and cybercrime have increased along with digitisation, causing financial damage and putting lives at risk. It‘s difficult to stop criminals attempting attacks, but more can be done to thwart these efforts. Measures such as 2FA (two factor authentication) aren‘t foolproof. At the Department of Information and Electronic Systems Engineering, Daiichi Institute of Technology, Japan, researchers are conducting research on continuous authentication. They are developing a method by which the identity of a user can be continuously authenticated in order to improve security measures and reduce incidences of fraud, cyberattacks and cybercrime. Professor Takeshi Yamada leads the team, bringing his research background in physics, biometrics, information theory and Artificial Intelligence (AI) to overcoming the limitations of current user authentication systems. Even with continuous authentication, there are challenges to overcome such as interruptions caused by regular requests for ID and password authentication and what is known as ‘leakage’, whereby the leakage of IDs and passwords can enable unauthorised users to freely operate systems. These challenges led the team to the idea of continuous authentication by biometrics. The researchers decided to focus on continuous authentication using behavioural features, which includes handwriting, voiceprint and gait, and, for computer and smartphone security, authentication using features obtained from keyboard, mouse and touch operations.
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信息终端运行期间使用动态生物识别技术进行连续身份验证的研究
随着数字化的发展,网络攻击和网络犯罪日益猖獗,不仅造成经济损失,还危及生命安全。要阻止犯罪分子的攻击企图很难,但可以采取更多措施来挫败他们的企图。2FA(双因素身份验证)等措施并非万无一失。日本第一工业大学信息与电子系统工程系的研究人员正在开展有关连续身份验证的研究。他们正在开发一种可以持续验证用户身份的方法,以改进安全措施,减少欺诈、网络攻击和网络犯罪的发生。Takeshi Yamada 教授带领团队,利用他在物理学、生物统计学、信息论和人工智能(AI)方面的研究背景,克服当前用户身份验证系统的局限性。即使是连续的身份验证,也有一些挑战需要克服,如定期请求身份和密码验证造成的中断,以及所谓的 "泄漏",即身份和密码的泄漏会使未经授权的用户能够自由地操作系统。这些挑战让研究小组萌生了利用生物识别技术进行连续身份验证的想法。研究人员决定把重点放在利用行为特征(包括手写、声纹和步态)进行连续身份验证上,而在计算机和智能手机安全方面,则利用从键盘、鼠标和触摸操作中获取的特征进行身份验证。
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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