NEURAL NETWORK BASED CRYPTOGRAPHY
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Tarih
2014
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Acad Sciences Czech Republic, Inst Computer Science
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
In this paper, neural network based cryptology is performed. The system consists of two stages. In the first stage, neural network-based pseudo-random numbers (NPRNGs) are generated and the results are tested for randomness using National Institute of Standard Technology (NIST) randomness tests. In the second stage, a neural network-based cryptosystem is designed using NPRNGs. In this cryptosystem, data, which is encrypted by non-linear techniques, is subject to decryption attempts by means of two identical artificial neural networks (ANNs). With the first neural network, non-linear encryption is modeled using relation-building functionality. The encrypted data is decrypted with the second neural network using decision-making functionality.
Açıklama
Anahtar Kelimeler
Artificial neural network, asymmetric cryptology, pseudo-random number generator
Kaynak
Neural Network World
WoS Q DeÄŸeri
Q4
Scopus Q DeÄŸeri
Cilt
24
Sayı
2
