Factorial number system for nonlinear substitutions generation
Keywords:substitution, factorial number system, S-box, cryptographic indicators, cost functions, heuristic search methods
Modern cryptographic applications use cryptographic algorithms with a symmetric key. They provide high conversion rates and resistance to crypto-graphic attacks. To complicate the plaintext – cipher-text ratio, symmetric ciphers usually use nonlinear substitutions (S-boxes). S-boxes cryptographic metrics play a crucial role in ensuring resilience to most known attacks (differential, linear, algebraic, and other cryptanalysis methods). However, generating efficient s-boxes is a challenge. Even for small input/output sizes, there are an extremely large number of possible solutions. Usually, the substitution is represented as a set of Boolean functions. This allows you to apply discrete transformations, for example, Walsh-Hadamard, to evaluate cryptographic indicators. However, methods for generating s-boxes by selecting suitable Boolean functions are extremely complex. Therefore, it is necessary to study new mathematical methods for representing nonlinear substitutions, studying their cryptographic properties, and developing generation algorithms. In this paper, we propose applying factorial number systems to represent nonlinear substitutions. Each substitution can be represented in a unique way through a set of inversions, which, in turn, can be transformed into a factorial number. That is, we can naturally arrange all substitutions by numbering them in the factorial number system. We give examples of such numbering and investigate the cryptographic characteristics of S-boxes with their initial numbers. In particular, we show how the variable functions used in heuristic algorithms for generating non-linear substitutions change. The results obtained can be used to simplify heuristic methods in order to speed up the generation of non-linear substitutions.
Програмна реалізація Факторіальної системи числення від Дерев’янка Я. А. URL: https://github.com/DereviankoYaroslav/SBoxDereviankoFactorial.
Програмна реалізація алгоритму PSO з використанням факторіальної системи числення та цінової функції WHS від Дерев’янка Я. А. URL: https://github.com/DereviankoYaroslav/FactorialPSO-WHS.
Програмна реалізація алгоритму PSO з використанням факторіальної системи числення та цінової функції WCF від Дерев’янка Я. А. URL: https://github.com/DereviankoYaroslav/FactorialPSO-CUBA.
Alejandro Freyre-Echevarr ́ıa, Ismel Mart ́ınez-D ́ıaz. A new cost function to improve nonlinearity ofbijective S-boxes. URL: https://www.researchgate.net/publication/343699912_A_new_cost_function_to_improve_nonlinearity_of_bijective_S-boxes.
Alexandr Kuznetsov, Luca Romeo, Nikolay Poluyanenko, Sergey Kandiy, Kateryna Kuznetsova. Optimizing Hill Climbing Algorithm Parameters for Generation of Cryptographically Strong S-Boxes. URL: https://assets.researchsquare.com/files/rs-1657863/v1_covered.pdf?c=1653408505.
John A. Clark, Jeremy L. Jacob, Susan Stepney. The Design of S-Boxes by Simulated Annealing. URL: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.123.7114&rep=rep1&type=pdf.
How to Cite
Authors who publish with this journal agree to the following terms:
1. Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
2. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.3. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).