2D physically unclonable functions of the arbiter type

IF 3.4 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Informatics Pub Date : 2023-03-29 DOI:10.37661/1816-0301-2023-20-1-7-26
V. Yarmolik, A. A. Ivaniuk
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Abstract

Objectives. The problem of constructing a new class of physically unclonable functions of the arbiter type (APUF) is being solved, based on the difference in delay times for the inputs of numerous modifications of the base element, due to both an increase in the number of inputs and the topology of their connection. Such an  approach allows building two-dimensional physically unclonable functions (2D-APUF), in which, unlike  classical APUF, the challenge generated for each basic element selects a pair of paths not from two possible, but from a larger number of them. The relevance of such a study is associated with the active development of  physical cryptography. The following goals are pursued in the work: the construction of the basic elements of the APUF and their modifications, the development of a methodology for constructing 2D-APUF.Methods. The methods of synthesis and analysis of digital devices are used, including those based on  programmable logic integrated circuits, the basics of Boolean algebra and circuitry. Results. It is shown that the classical APUF uses a standard basic element that performs two functions,  namely, the function of choosing a pair of paths Select and the function of switching paths Switch, which, due to their joint use, allow achieving high performance. First of all, this concerns the stability of the APUF functioning, which is characterized by a small number of challenge, for which the response randomly takes one of two  possible values 0 or 1. Modifications of the base element in terms of the implementations of its Select and Switch functions are proposed. New structures of the base element are presented in which the modifications of their  implementations are made, including in terms of increasing the number of pairs of paths of the base element from which one of them is selected by the challenge, and the configurations of their switching. The use of  various basic elements makes it possible to improve the main characteristics of APUF, as well as to break the regularity of their structure, which was the main reason for hacking APUF through machine learning. Conclusion. The proposed approach to the construction of physically unclonable 2D-APUF functions, based on the difference in signal delays through the base element, has shown its efficiency and promise. The effect of improving the characteristics of such PUFs has been experimentally confirmed with noticeable improvement in the stability of their functioning. It seems promising to further develop the ideas of constructing two-dimensional physically unclonable functions of the arbiter type, as well as experimental study of their characteristics, as well as resistance to various types of attacks, including using machine learning.
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仲裁器类型的二维物理不可克隆函数
目标。由于输入数量的增加及其连接的拓扑结构,基于对基本元素的许多修改的输入延迟时间的差异,正在解决构造一类新的物理上不可克隆的仲裁类型函数(APUF)的问题。这种方法允许构建二维物理不可克隆函数(2D-APUF),其中,与经典APUF不同,为每个基本元素生成的挑战不是从两个可能的路径中选择一对路径,而是从它们的更大数量中选择一对路径。这种研究的相关性与物理密码学的积极发展有关。在工作中追求以下目标:构建APUF的基本元素及其修改,开发构建2d -APUF方法的方法。数字器件的合成和分析方法,包括基于可编程逻辑集成电路,布尔代数和电路的基础。结果。结果表明,经典APUF采用了一个标准的基本元件,该基本元件具有两种功能,即选择一对路径的功能Select和切换路径的功能Switch,由于它们的共同使用,可以实现高性能。首先,这关系到APUF功能的稳定性,其特点是挑战次数少,响应随机取两个可能值0或1中的一个。根据其Select和Switch功能的实现,提出了对基元的修改。提出了基本元件的新结构,其中对它们的实现进行了修改,包括增加基本元件的路径对的数量,其中一个路径由挑战选择,以及它们的切换配置。各种基本元素的使用可以改善APUF的主要特性,也可以打破其结构的规律性,这是通过机器学习对APUF进行黑客攻击的主要原因。结论。基于基元信号延迟的差异,构建物理上不可克隆的2D-APUF函数的方法已经显示出其效率和前景。改善这种PUFs特性的效果已被实验证实,其功能的稳定性得到了显着改善。似乎有希望进一步发展构建仲裁者类型的二维物理不可克隆函数的想法,以及对其特征的实验研究,以及对各种类型攻击的抵抗力,包括使用机器学习。
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来源期刊
Informatics
Informatics Social Sciences-Communication
CiteScore
6.60
自引率
6.50%
发文量
88
审稿时长
6 weeks
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