A New V‐Net Convolutional Neural Network Based on Four‐Dimensional Hyperchaotic System for Medical Image Encryption

X Wang, S Yin, M Shafiq, AA Laghari… - Security and …, 2022 - Wiley Online Library
In the transmission of medical images, if the image is not processed, it is very likely to leak
data and personal privacy, resulting in unpredictable consequences. Traditional encryption …

A medical image encryption algorithm based on hermite chaotic neural network

B Han, Y Jia, G Huang, L Cai - 2020 IEEE 4th Information …, 2020 - ieeexplore.ieee.org
To ensure the safety and reliability of medical image during information transmission, a
medical image encryption algorithm based on Hermite chaotic neural network is proposed …

Image encryption algorithm combining chaotic image encryption and convolutional neural network

L Feng, J Du, C Fu, W Song - Electronics, 2023 - mdpi.com
With the rapid development of information technology, the security of images has emerged
as a significant area of research. This study presents an algorithm that integrates chaotic …

A novel chaotic block image encryption algorithm based on deep convolutional generative adversarial networks

P Fang, H Liu, C Wu - IEEE Access, 2020 - ieeexplore.ieee.org
This paper proposes a novel chaotic block image encryption algorithm based on deep
convolutional generative adversarial networks (DCGANs), quaternions, an improved Feistel …

Proposed neural SAE-based medical image cryptography framework using deep extracted features for smart IoT healthcare applications

W El-Shafai, F Khallaf, ESM El-Rabaie… - Neural Computing and …, 2022 - Springer
Image cryptography based on chaos algorithms is widely employed in modern security
systems in telemedicine Internet of Things (IoT) applications. One of the main drawbacks of …

Encipher GAN: An end-to-end color image encryption system using a deep generative model

K Panwar, A Singh, S Kukreja, KK Singh… - Systems, 2023 - mdpi.com
Chaos-based image encryption schemes are applied widely for their cryptographic
properties. However, chaos and cryptographic relations remain a challenge. The chaotic …

[HTML][HTML] Adaptive medical image encryption algorithm based on multiple chaotic mapping

X Chen, CJ Hu - Saudi journal of biological sciences, 2017 - Elsevier
Digital images are now widely used in modern clinic diagnosis. The diagnostic images with
confidential information related to patients' privacy are stored and transmitted via public …

Chaotic medical image encryption algorithm based on bit-plane decomposition

Y Dai, H Wang, Y Wang - International Journal of Pattern …, 2016 - World Scientific
Due to the rapid rise of telemedicine, a lot of patients' information will be transmitted through
the Internet. However, the patients' information is related to personal privacy, therefore …

A new simple chaotic system and its application in medical image encryption

J Liu, Y Ma, S Li, J Lian, X Zhang - Multimedia Tools and Applications, 2018 - Springer
Today, medical imaging suffers from serious issues such as malicious tampering and
privacy leakage. Encryption is an effective way to protect these images from security threats …

Image encryption based on logistic chaotic systems and deep autoencoder

Y Sang, J Sang, MS Alam - Pattern Recognition Letters, 2022 - Elsevier
In this paper, we propose a novel image encryption method based on logistic chaotic
systems and deep autoencoder. In the encryption phase, first, the plaintext image is …