Vol.73, No.2, 2022, pp.2679-2696, doi:10.32604/cmc.2022.027655
OPEN ACCESS
ARTICLE
Construction and Optimization of TRNG Based Substitution Boxes for Block Encryption Algorithms
  • Muhammad Fahad Khan1,2,*, Khalid Saleem1, Mohammed Alotaibi3, Mohammad Mazyad Hazzazi4, Eid Rehman2, Aaqif Afzaal Abbasi2, Muhammad Asif Gondal5
1 Quaid e Azam University, Islamabad, 45320, Pakistan
2 Foundation University Islamabad, Islamabad, 44000, Pakistan
3 College of Business Administration, University of Tabuk, Tabuk, 71491, Saudi Arabia
4 Department of Mathematics, College of Science, King Khalid University, Abha, 61413, Saudi Arabia
5 Department of Mathematics and Sciences, Dhofar University, Salalah, 211, Oman
* Corresponding Author: Muhammad Fahad Khan. Email:
Received 22 January 2022; Accepted 30 March 2022; Issue published 16 June 2022
Abstract
Internet of Things is an ecosystem of interconnected devices that are accessible through the internet. The recent research focuses on adding more smartness and intelligence to these edge devices. This makes them susceptible to various kinds of security threats. These edge devices rely on cryptographic techniques to encrypt the pre-processed data collected from the sensors deployed in the field. In this regard, block cipher has been one of the most reliable options through which data security is accomplished. The strength of block encryption algorithms against different attacks is dependent on its nonlinear primitive which is called Substitution Boxes. For the design of S-boxes mainly algebraic and chaos-based techniques are used but researchers also found various weaknesses in these techniques. On the other side, literature endorse the true random numbers for information security due to the reason that, true random numbers are purely non-deterministic. In this paper firstly a natural dynamical phenomenon is utilized for the generation of true random numbers based S-boxes. Secondly, a systematic literature review was conducted to know which metaheuristic optimization technique is highly adopted in the current decade for the optimization of S-boxes. Based on the outcome of Systematic Literature Review (SLR), genetic algorithm is chosen for the optimization of s-boxes. The results of our method validate that the proposed dynamic S-boxes are effective for the block ciphers. Moreover, our results showed that the proposed substitution boxes achieve better cryptographic strength as compared with state-of-the-art techniques.
Keywords
IoT security; sensors data encryption; substitution box generation; True Random Number Generators (TRNG); heuristic optimization; genetic algorithm
Cite This Article
M. Fahad Khan, K. Saleem, M. Alotaibi, M. Mazyad Hazzazi, E. Rehman et al., "Construction and optimization of trng based substitution boxes for block encryption algorithms," Computers, Materials & Continua, vol. 73, no.2, pp. 2679–2696, 2022.
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