仲裁器类型的物理不可克隆对称函数

IF 3.4 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
V. N. Yarmolik, A. A. Ivaniuk
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引用次数: 0

摘要

研究目的解决构建一类新的仲裁器型物理不可克隆函数(APUF)的问题,该函数结合了经典和平衡 APUF 的优点。这项研究与物理密码学的积极发展息息相关。这项工作追求以下目标:研究和分析经典 APUF、构建 APUF 的新数学模型和开发 APUF 的新基本元素。使用了数字设备的合成和分析方法,包括基于可编程逻辑集成电路、布尔代数基础和电路的方法。已确定经典 APUF 使用一个标准基本元件,该元件执行三个功能,即生成两个随机变量 Generate 的功能、选择一对路径 Select 的功能和切换路径 Switch 的功能,这些功能由一个挑战位指定。结果表明,联合使用这些函数,一方面可以实现 APUF 的高特性,另一方面会导致 APUF 形成非对称行为。为了分析 APUF 的主要特征及其理想行为,我们考虑了一种新的 APUF 数学模型,类似于随机掷硬币模型。为了根据提出的模型实现 APUF 的功能,开发了一种新的基本元素。结果表明,使用所提出的基本元素可以构建对称的物理不可克隆函数(C_APUF),它与经典 APUF 的不同之处在于,基本元素的生成、选择和开关功能由其独立组件执行,并由不同的挑战位指定。所提出的构建对称物理不可克隆函数的方法,基于由基本元素的不同组件执行生成、选择和切换功能,已显示出其效率和前景。改进类似 C_APUF 特性的效果已得到实验证实,首先是明显改善了以等概率响应表示的概率特性。进一步发展构建 C_APUF 的想法、对其特性的实验研究以及对各类攻击的抵御能力分析(包括使用机器学习)似乎大有可为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Symmetric physically unclonable functions of the arbiter type
Objectives. The problem of constructing a new class of physically unclonable functions of the arbiter type (APUF) that combines the advantages of both classical and balanced APUF is solved. The relevance of such a study is associated with the active development of physical cryptography. The following goals are pursued in the work: research and analysis of classical APUF, construction of a new mathematical model of APUF and development of a new basic element of 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 has been established that classical APUF uses a standard basic element that performs three functions, namely, the function of generating two random variables Generate, the function of choosing a pair of paths Select and the function of switching paths Switch, which are specified by one bit of the challenge. It is shown that the joint use of these functions, on the one hand, makes it possible to achieve high characteristics of the APUF, and on the other hand, leads to the formation of an asymmetric behavior of the APUF. In order to analyze the main characteristics of APUF and their ideal behavior, a new mathematical model of APUF was considered, similar to the model of random coin toss. To implement APUF functioning according to the proposed model, a new basic element was developed. It is shown that the use of the proposed basic element allows to build symmetrical physically unclonable functions (C_APUF), which differ from the classical APUF in that the Generate, Select and Switch functions of the basic element are performed by their independent components and are specified by different bits of challenge.Conclusion. The proposed approach to the construction of symmetrical physically unclonable functions, based on the implementation of the Generate, Select and Switch functions by various components of the base element, has shown its efficiency and promise. The effect of improving the characteristics of similar C_APUF has been experimentally confirmed, and, first of all, a noticeable improvement in their probabilistic properties expressed in equal probability of responses. It seems promising to further develop the ideas of building C_APUF, experimental study of their characteristics, as well as analysis of resistance to various types of attacks, including using machine learning.
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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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