2012•Jisuanji gongchengRequires access

Chaotic Image Encryption Algorithm Based on Discrete Hopfield Network

Xie Fang-sen

Open publisher page 3 citations

Abstract

For most of chaotic image encryption algorithms,pixel overall treatment method(such as XOR operation) is used in the image pixel value scrambling.It was very weak to resist known cleartext attack.So a high dimension chaotic encryption based on discrete Hopfield network is proposed in this paper.Image pixel value scrambling is realized through dynamic adjustment of each bit's scrambling weight and threshold depending on any two dimensions of Rssler 3D chaotic sequences.Image pixel position scrambling is realized depending on the third dimension of Rssler 3D chaotic sequences.Each pixel value scrambling is a composite treatment,it increases decryption difficulty.Experimental results show that the algorithm has strong ability to resist attacks,and is a security image encryption algorithm.

About this research paper

What this paper is about

For most of chaotic image encryption algorithms,pixel overall treatment method(such as XOR operation) is used in the image pixel value scrambling.It was very weak to resist known cleartext attack.So a high dimension chaotic encryption based on discrete Hopfield network is proposed in this paper.Image pixel value scrambling is realized through dynamic adjustment of each bit's scrambling weight and threshold depending on any two dimensions of Rssler 3D chaotic sequences.Image pixel position scrambling is realized depending on the third dimension of Rssler 3D chaotic sequences.Each pixel value scrambling is a composite treatment,it increases decryption difficulty.Experimental results show that the algorithm has strong ability to resist attacks,and is a security image encryption algorithm.

Why it matters

OpenAlex reports 3 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

For most of chaotic image encryption algorithms,pixel overall treatment method(such as XOR operation) is used in the image pixel value scrambling.It was very weak to resist known cleartext attack.So a high dimension chaotic encryption based on discrete Hopfield network is proposed in this paper.Image pixel value scrambling is realized through dynamic adjustment of each bit's scrambling weight and threshold depending on any two dimensions of Rssler 3D chaotic sequences.Image pixel position scrambling is realized depending on the third dimension of Rssler 3D chaotic sequences.Each pixel value scrambling is a composite treatment,it increases decryption difficulty.Experimental results show that the algorithm has strong ability to resist attacks,and is a security image encryption algorithm.

Key concepts: Scrambling, Encryption, Pixel, Computer science, Chaotic, Algorithm, Image (mathematics), Hopfield network

Related papers

Back to paper searchBrowse research topicsOriginal source
Chaotic Image Encryption Algorithm Based on Discrete Hopfield Network — Research Paper | ScholarLens