Comparative Evaluation of DNA Encryption and Henon Chaotic Map in Image Encryption: Correlation Coefficient, Entropy, Mean Square Error and NIST SP800-22 Test

Savasturk P., YERLİKAYA T.

2024 Innovations in Intelligent Systems and Applications Conference, ASYU 2024, Ankara, Türkiye, 16 - 18 Ekim 2024, (Tam Metin Bildiri) identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/asyu62119.2024.10757020
  • Basıldığı Şehir: Ankara
  • Basıldığı Ülke: Türkiye
  • Anahtar Kelimeler: Chaotic Maps, DNA Encryption, image encryption
  • Trakya Üniversitesi Adresli: Evet

Özet

This research presents comparative analyzes of Henon chaotic map and Deoxyribonucleic Acid (DNA) image encryption. These image encryption techniques examined with these metrics: Correlation Coefficient, Entropy, Mean Square Error (MSE) and NIST SP800-22 statistical tests which is among Frequency (Monobit), Test. The results of the review indicate the effectiveness of chaotic maps and DNA encryption in image encryption. The comparative analyzes revealed by this study highlight the weak and strong features of the methods. The analysis results obtained guide the selection of encryption techniques suitable for image security.