Unbreakable Biometrics: How Physical Unclonable Functions are Revolutionizing Security

IF 17.7 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-04-01 DOI:10.1109/MIM.2024.10472986
J. C. Bernal-Romero, J. Ramírez-Cortés, J. Rangel-Magdaleno
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Abstract

Nowadays, technological advancements have pushed the growth of cyber-physical ecosystems through wearable and smart devices in the interoperability of the Internet of Things (IoT), cloud computing, and information technology. All these IoT devices are designed to launch multiple services or applications that require identity management systems, i.e., user access control systems for services, applications, resources, or data. Furthermore, access control systems are based on pattern recognition systems, where patterns cannot be forgotten, swapped, counterfeited, lost, or stolen. Consequently, biometric systems present an excellent opportunity area for security, social acceptance, performance, and experience quality for users, because biometric traits are unique to each individual and persist throughout their lifetime, preventing swapping, loss, or forgetting. Nonetheless, some biometric traits are not secrets, i.e., some traits can be acquired without an individual's knowledge and consent, e.g., a person's face or voice in social media videos. At the same time, the development of artificial intelligence has facilitated identity swap, attribute manipulation, and realistic expression exchange through image, audio, or video synthesis techniques known as DeepFakes.
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无法破解的生物识别技术:物理不可解功能如何带来安全革命
如今,在物联网(IoT)、云计算和信息技术的互操作性方面,技术进步通过可穿戴设备和智能设备推动了网络物理生态系统的发展。所有这些物联网设备都被设计用于启动多种服务或应用,需要身份管理系统,即服务、应用、资源或数据的用户访问控制系统。此外,访问控制系统基于模式识别系统,模式不会被遗忘、调换、伪造、丢失或被盗。因此,生物识别系统在安全性、社会认可度、性能和用户体验质量方面提供了一个绝佳的机会领域,因为生物识别特征对每个人来说都是独一无二的,并在其整个生命周期中持续存在,可以防止交换、丢失或遗忘。然而,有些生物特征并不是秘密,也就是说,有些特征可以在个人不知情或未经同意的情况下获得,例如社交媒体视频中的人脸或声音。同时,人工智能的发展促进了身份互换、属性操纵,以及通过图像、音频或视频合成技术(即 DeepFakes)进行逼真的表情交换。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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