Proceedings of the 2018 International Conference on Network, Communication, Computer Engineering (NCCE 2018)

Hopfield Neural Network and AES Combined with Hyperchaos Image Encryption Algorithm

Authors
Yong Wang, Shuo Chen, Ying Wang
Corresponding Author
Yong Wang
Available Online May 2018.
DOI
10.2991/ncce-18.2018.100How to use a DOI?
Keywords
4d of Hopfield-type neural network; AES; hyperchaotic.
Abstract

By analyzing the current image encryption algorithm based on a class of artificial neural network in recent years, this paper proposes a new hyperchaotic image encryption algorithm based on 4D of Hopfield-type neural network and AES(Advanced Encryption Standard) encryption algorithm, First, defines four number and a average value of plaintext image pixel as key, hyperchaos sequence generated by Hopfield-type neural network as the goal keys of AES algorithm; Then, the plaintext image and hyperchaos sequence to exclusive or processing; Finally, the goal key generation into the AES algorithm of triple encryption cipher. The simulation results show that the algorithm can effectively combines the advantages of two algorithms, achieve good encryption effect.

Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2018 International Conference on Network, Communication, Computer Engineering (NCCE 2018)
Series
Advances in Intelligent Systems Research
Publication Date
May 2018
ISBN
10.2991/ncce-18.2018.100
ISSN
1951-6851
DOI
10.2991/ncce-18.2018.100How to use a DOI?
Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Yong Wang
AU  - Shuo Chen
AU  - Ying Wang
PY  - 2018/05
DA  - 2018/05
TI  - Hopfield Neural Network and AES Combined with Hyperchaos Image Encryption Algorithm
BT  - Proceedings of the 2018 International Conference on Network, Communication, Computer Engineering (NCCE 2018)
PB  - Atlantis Press
SP  - 617
EP  - 621
SN  - 1951-6851
UR  - https://doi.org/10.2991/ncce-18.2018.100
DO  - 10.2991/ncce-18.2018.100
ID  - Wang2018/05
ER  -