Developing a secure image encryption technique using a novel S-box constructed through real-coded genetic algorithm’s crossover and mutation operators
Yükleniyor...
Tarih
2024
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Pergamon
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
The objective of this study is to craft a novel S-Box tailored to stringent security standards, achieved through iterative application of crossover and mutation operators inherent to real-coded genetic algorithms, ensuring robust image encryption. The designed S-Box is rigorously evaluated across multiple criteria, demonstrating its superiority over comparable S-Box designs found in existing literature. Furthermore, a secure image encryption method based on the designed S-Boxes devised and also including a 2D hyperchaotic Styblinski–Tang map. Thorough security assessments, encompassing statistical analysis and resilience testing against diverse attacks and noise, it is validated the encryption technique’s efficiency and applicability across varied scenarios.
Açıklama
Anahtar Kelimeler
Crossover, Mutation, Real-coded genetics, S-box, Image encryption
Kaynak
In Press, Journal Pre-proof
WoS Q Değeri
Q1
Scopus Q Değeri
N/A
Cilt
Sayı
Künye
D. Ustun, S. Şahinkaya and N. Atlı, (2024). Developing a secure image encryption technique using a novel S-box constructed through real-coded genetic algorithm’s crossover and mutation operators. Expert Systems With Applications. Doi: https://doi.org/10.1016/j.eswa.2024.124904.
