A DNA based colour image encryption scheme using a convolutional autoencoder

F Ahmed, MU Rehman, J Ahmad, MS Khan… - ACM Transactions on …, 2023 - dl.acm.org
With the advancement in technology, digital images can easily be transmitted and stored
over the Internet. Encryption is used to avoid illegal interception of digital images. Encrypting …

Deep learning-based encryption for secure transmission digital images: A survey

S Rohhila, AK Singh - Computers and Electrical Engineering, 2024 - Elsevier
With the innovation of high-throughput big data storage technology and the construction of
digital information systems in media applications, images are the common and most popular …

An efficient image encryption using deep neural network and chaotic map

SR Maniyath, V Thanikaiselvan - Microprocessors and Microsystems, 2020 - Elsevier
Inspite of progressive growth of cryptography, encrypting sensitive information of an image is
still a computationally complex task. After reviewing existing literature, it is now known that …

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 …

MP-Net: a multi-center privacy-preserving network for Medical Image Segmentation

E Zhu, H Feng, L Chen, Y Lai… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this paper, we present the Multi-Center Privacy-Preserving Network (MP-Net), a novel
framework designed for secure medical image segmentation in multi-center collaborations …

A fast parallel batch image encryption algorithm using intrinsic properties of chaos

W Song, C Fu, M Tie, CW Sham, J Liu, H Ma - Signal Processing: Image …, 2022 - Elsevier
In real-world applications, the ability to encrypt a large quantity of images is highly desirable.
A branch of works resort chaotic encryption to encrypt images but mostly aim at one image …

A novel image encryption algorithm based on the delayed maps and permutation‐confusion‐diffusion architecture

P He, K Sun, C Zhu - Security and Communication Networks, 2021 - Wiley Online Library
To improve the dynamical behaviors of 1D chaotic maps, a new linear‐delay‐modulation
method (LDM) is proposed. Derived from the Sine map, a delayed Sine map (DSM) is …

A robust and secure immensely random GAN based image encryption mechanism

OD Singh, S Dhall, A Malik, S Gupta - Multimedia Tools and Applications, 2023 - Springer
Protection of information (data/images) is crucial in the colossal and ever-expanding domain
of digital transfer. Cryptography is one of the well-known admired solutions to preserve …

Image compression and encryption combining autoencoder and chaotic logistic map

KM Ameen Suhail, S Sankar - Iranian Journal of Science and Technology …, 2020 - Springer
The third-party misuse and manipulation of digital images are a threat to the security and
privacy of human subjects. In this paper, we report a system which effectively compresses …

[HTML][HTML] 5D Gauss map perspective to image encryption with transfer learning validation

S Salunke, B Ahuja, MF Hashmi, V Marriboyina… - Applied Sciences, 2022 - mdpi.com
Encryption of visual data is a requirement of the modern day. This is obvious and greatly
required due to widespread use of digital communication mediums, their wide range of …