Hopfield Neural Network and AES Combined with Hyperchaos Image Encryption Algorithm

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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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  -