Novel Scheme for Robust Confusion Component Selection Based on Pythagorean Fuzzy Set

被引:0
作者
Abughazalah, Nabilah [1 ]
Iqbal, Mohsin [2 ]
Khan, Majid [3 ]
Hussain, Iqtadar [4 ,5 ]
机构
[1] Princess Nourah bint Abdulrahman Univ, Coll Sci, Dept Math Sci, POB 84428, Riyadh 11671, Saudi Arabia
[2] Riphah Int Univ, Dept Math & Stat, Islamabad, Pakistan
[3] Inst Space Technol, Dept Appl Math & Stat, Islamabad, Pakistan
[4] Qatar Univ, Coll Arts & Sci, Dept Math Stat & Phys, Math Program, Doha 2713, Qatar
[5] Qatar Univ, Coll Arts & Sci, Stat Consulting Unit, Doha, Qatar
来源
CMC-COMPUTERS MATERIALS & CONTINUA | 2023年 / 74卷 / 03期
关键词
Decision making; substitution box; TOPSIS; multi-criterion decision making; fuzzy set; Pythagorean fuzzy set; CRITERIA DECISION-MAKING; TOPSIS METHOD; S-BOXES; MODEL;
D O I
10.32604/cmc.2023.031859
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The substitution box, often known as an S-box, is a nonlinear component that is a part of several block ciphers. Its purpose is to protect cryptographic algorithms from a variety of cryptanalytic assaults. A Multi-Criteria Decision Making (MCDM) problem has a complex selection procedure because of having many options and criteria to choose from. Because of this, statistical methods are necessary to assess the performance score of each S-box and decide which option is the best one available based on this score. Using the Pythagorean Fuzzy-based Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) method, the major objective of this investigation is to select the optimal S-box to be implemented from a pool of twelve key choices. With the help of the Pythagorean fuzzy set (PFS), the purpose of this article is to evaluate whether this nonlinear component is suitable for use in a variety of encryption applications. In this article, we have considered various characteristics of S-boxes, including nonlinearity, algebraic degree, strict avalanche criterion (SAC), absolute indicator, bit independent criterion (BIC), sum of square indicator, algebraic immunity, transparency order, robustness to differential cryptanalysis, composite algebraic immunity, signal to noise ratio-differential power attack (SNR-DPA), and confusion coefficient variance on some standard S-boxes that are Advanced Encryption Following this, the findings of the investigation are changed into Pythagorean fuzzy numbers in the shape of a matrix. This matrix is then subjected to an analysis using the TOPSIS method, which is dependent on the Pythagorean fuzzy set, to rank the most suitable S-box for use in encryption applications.
引用
收藏
页码:6523 / 6534
页数:12
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