Memristor-Based Hyperchaotic System and DNA Encoding Based Image Encryption Application on LabVIEW

Year 2023, Volume: 15 Issue: 1, 269 - 276, 31.01.2023

Muhammet Emin Şahin

https://doi.org/10.29137/umagd.1239725

Cited By: 2

Abstract

With the advancement of technology, the growth of multimedia and communication tools has sped up data transfer, and guaranteeing image security has become a crucial concern, particularly during the transmission and storage of images. So, when images are sent over a public network, they should be encrypted before being sent to the receiving part. In this study, a memristor-based encryption system with Deoxyribonucleic acid (DNA) coding is proposed on the LabVIEW platform to ensure information security. Firstly, memrsitor based hyperchaotic system is used for chaotic sequence. The images are encrypted using the DNA and XOR arithmetic process on the LabVIEW platform. A memristor-based hyperchaotic system and the combination of techniques used are aimed at encrypting the image securely. In addition, security tests; histogram analysis, correlation analysis, differential attack, and entropy analysis, are performed on the proposed system and the results are presented. The aforementioned methods are thoroughly examined and tested to determine their efficacy. It has been determined that the proposed encryption schemes are effective and can therefore be used in real-time applications.

Keywords

chaos, DNA coding, image encryption, memristor, security tests

Supporting Institution

Scientific and Technological Research Council of Turkey (TUBITAK)

Project Number

122E004

Thanks

This work is part of a research project supported by TUBITAK 3501 (Grant number: 122E004).

LabVIEW Üzerinde Memristör Tabanlı Hiperkaotik Sistem ve DNA Kodlama Tabanlı Görüntü Şifreleme Uygulaması

Abstract

Teknolojinin gelişmesiyle birlikte, multimedya ve iletişim araçlarının büyümesi veri aktarımı hızlanmış ve görüntü güvenliğini garanti etmek, özellikle görüntülerin iletilmesi ve saklanması sırasında çok önemli bir endişe haline gelmiştir. Bu nedenle, görüntüler genel bir ağ üzerinden gönderildiğinde, alıcı kısma gönderilmeden önce şifrelenmelidir. Bu çalışmada, bilgi güvenliğini sağlamak için LabVIEW platformu üzerinde Deoksiribonükleik asit (DNA) kodlamalı memristör tabanlı bir şifreleme sistemi önerilmiştir. Kaotik dizi için ilk olarak memrsitor tabanlı hiperkaotik sistem kullanılmıştır. Görüntüler, LabVIEW platformunda DNA ve XOR aritmetik işlemi kullanılarak şifrelenmektedir. Memristör tabanlı bir hiperkaotik sistem ve kullanılan tekniklerin kombinasyonu, görüntüyü güvenli bir şekilde şifrelemeyi amaçlamaktadır. Ayrıca güvenlik testleri; histogram analizi, korelasyon analizi, diferansiyel saldırı ve entropi analizi önerilen sistem üzerinde yapılmış ve sonuçlar sunulmuştur. Yukarıda belirtilen yöntemler, etkinliklerini belirlemek için kapsamlı bir şekilde incelenerek test edilmektedir. Önerilen şifreleme şemaların etkili olduğu ve dolayısıyla gerçek zamanlı uygulamalarda kullanılabileceği belirlenmektedir.

Keywords

kaos, dna kodlama, görüntü şifreleme, güvenlik testleri, memristor

Project Number

122E004

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