Tek Kullanımlık Şerit Şifreleme Yöntemi için Geliştirilmiş Anahtar Üretimi ve Değişimi ile Yüksek Güvenli Hibrit Görüntü Steganografisi

Year 2023, Volume: 23 Issue: 1, 101 - 114, 01.03.2023

Mustafa Takaoğlu , Adem Özyavaş , Naim Ajlouni , Faruk Takaoğlu

https://doi.org/10.35414/akufemubid.1128075

Cited By: 1

Abstract

Steganografi, tarih boyunca bilgileri gizlemek için kullanılan bir çalışma konusudur. Kriptoloji biliminde gizlenecek bilgiler şifrelenir. Her iki çalışma konusu da bilgi güvenliği ve korunmasında yaygın olarak kullanılmaktadır. Çalışmamızda steganografinin uygulama alanlarından biri olan dijital görüntü steganografisi geliştirilmiş ve seçilen görüntülerde metin gizlemek için uygulanmıştır. Bunu yaparken öncelikle elde edilen görüntülerin ayrık haar dalgacık dönüşümü kullanılarak verileri gizleyecek düşük bantlar elde edilir. Gizlenecek metin tek kullanımlık şerit algoritması ile şifrelenir. Şifreleme için kullanılan anahtar, Yüksek Güvenlikli Bilgi Değişim Algoritmasına (HSIEA) dayalı bir iletim katmanı kullanılarak alıcıya iletilir. Şifreleme için kullanılan anahtar, Yüksek Güvenlikli Bilgi Değişim Algoritmasına dayalı bir iletim katmanı kullanılarak alıcıya iletilir. Algoritmalar hem verici hem de alıcı tarafından sağlanan rastgele oluşturulmuş bir anahtar havuzu kullanır. Her mesaj için rastgele bir anahtar başlangıç noktası oluşturularak havuzdan rastgele bir anahtar seçilir. Havuz boyutu ve rastgelelik, tek seferlik bir tuş takımı için bir gereklilik olan tuş tekrarı olmamasını garanti etmede kritik faktörlerdir. Şifreli metin ve anahtar başlangıç noktası göstergesi, en az anlamlı bit yöntemi kullanılarak resimlerin alt bantlarında gizlenmiştir. Ön-stego görüntülere optimal piksel ayarlama işlemi uygulanmış, bu da sonuçlarda iyileşme sağlamıştır. Bu çalışmada elde edilen sonuçlar, optimum öncesi piksel ayarlama işlemi sonuçları ve akran çalışmaları yoluyla elde edilen sonuçlarla karşılaştırılmıştır. Test sonuçları, önerilen yöntemin, tepe sinyal-gürültü oranı, yapısal benzerlik indeksi metriği, ortalama mutlak hata, ortalama sonuç hatası ve şifreleme anahtarı güvenliği açısından tüm yöntemlerden daha iyi performans gösterdiğini göstermektedir.

Keywords

Steganografi, Optimum Piksel Ayarlama Süreci, Ayrık Haar Dalgacık Dönüşümü, Tek Kullanımlık Şerit

Supporting Institution

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Project Number

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Thanks

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Highly Secured Hybrid Image Steganography with an Improved Key Generation and Exchange for One-Time-Pad Encryption Method

Abstract

Steganography is a subject of study that has been used to hide information throughout history. In cryptology science, the information to be hidden is encrypted. Both study subjects are widely used in information security and protection. In our study, digital image steganography, which is one of the application areas of steganography, was developed and applied to hide text in the selected images. While doing this, the low bands that will hide the data using the discrete Haar wavelet transform of the images obtained first. The text to be hidden is encrypted with the one-time-pad algorithm. The key used for the encryption is transmitted to the receiver using a transmission layer based on a Highly Secured Information Exchange Algorithm. The algorithms use a randomly generated key pool maintained by both the transmitter and the receiver. A key is selected from the pool randomly by generating a random key start point for every message. The pool size and the randomness are critical factors in guaranteeing no key repetition, which is a requirement for a one-time-pad. The ciphertext and the key starting point indicator are hidden in the low bands of the pictures by utilizing the least significant bit method. The optimal pixel adjustment process was applied to the pre-stego-images, this resulted in an improvement in the results. The results obtained in this study are compared against the pre-optimal pixel adjustment process results and the results obtained through peer studies. The test results show that the proposed method outperformed all the methods in terms of peak signal-to-noise ratio, structural similarity index metric, mean absolute error, mean consequential error and the encryption key security.

Keywords

Steganography, Optimal Pixel Adjustment Process, Discrete Haar Wavelet Transform, One-Time-Pad

Project Number

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