Neuronal crypto system based on chaotic super-increasing sequence

Neural networks were originally developed as an alternative to artificial intelligence to solve problems such as control, shape or word recognition, decision-making, memory, and more. In this work, we propose to assign them to secure images. For this, we use data (which is defined from the logistics map) to generate a super-increasing sequence which can attributed as a weight of the synapses. Also, we have inspired to encrypt the images by the Merkel-Hellman algorithm. The proposed system is called Neuronal Crypto-System which is a secret key system. It takes some steps of encryption and decryption of a specific public key crypto system and crypts a grayscale image to color image (RGB).

Authors

Publication Details

Journal
Journal of Discrete Mathematical Sciences and Cryptography
Published
2025-01-01
DOI
https://doi.org/10.47974/jdmsc-1867
Primary Topic
Chaos control and synchronization
Type
article
Field-Weighted Citation Impact
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article

Neuronal crypto system based on chaotic super-increasing sequence

Assia Merzoug, Özen Özer, Adda Ali‐Pacha, Hana Ali-Pacha
Journal of Discrete Mathematical Sciences and Cryptography
Chaos control and synchronization
article

Neuronal crypto system based on chaotic super-increasing sequence

Assia Merzoug, Özen Özer, Adda Ali‐Pacha, Hana Ali-Pacha
article en

Abstract

Neural networks were originally developed as an alternative to artificial intelligence to solve problems such as control, shape or word recognition, decision-making, memory, and more. In this work, we propose to assign them to secure images. For this, we use data (which is defined from the logistics map) to generate a super-increasing sequence which can attributed as a weight of the synapses. Also, we have inspired to encrypt the images by the Merkel-Hellman algorithm. The proposed system is called Neuronal Crypto-System which is a secret key system. It takes some steps of encryption and decryption of a specific public key crypto system and crypts a grayscale image to color image (RGB).

Journal of Discrete Mathematical Sciences and CryptographyVol. 28(3)
Openalex Percentile: Top 94%
Chaos control and synchronization
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