Stegnet: Mega image steganography capacity with deep convolutional network

P Wu, Y Yang, X Li - Future Internet, 2018 - mdpi.com
Traditional image steganography often leans interests towards safely embedding hidden
information into cover images with payload capacity almost neglected. This paper combines …

Coverless image steganography based on generative adversarial network

J Qin, J Wang, Y Tan, H Huang, X Xiang, Z He - Mathematics, 2020 - mdpi.com
Traditional image steganography needs to modify or be embedded into the cover image for
transmitting secret messages. However, the distortion of the cover image can be easily …

IDGAN: Information-Driven Generative Adversarial Network of Coverless Image Steganography

C Zhang, X Gao, X Liu, W Hou, G Yang, T Xue, L Wang… - Electronics, 2023 - mdpi.com
Traditional image steganography techniques complete the steganography process by
embedding secret information into cover images, but steganalysis tools can easily detect …

Deep learning-based coverless image steganography on medical images shared via cloud

Ambika, Virupakshappa, DS Uplaonkar - Engineering Proceedings, 2024 - mdpi.com
Coverless image steganography is an approach for creating images with intrinsic colour and
texture information that contain hidden secret information. Recently, generative adversarial …

[HTML][HTML] Research on Key Technologies of Image Steganography Based on Simultaneous Deception of Vision and Deep Learning Models

F Zhang, Y Dong, H Sun - Applied Sciences, 2024 - mdpi.com
As machine learning continues to evolve, traditional image steganography techniques find
themselves increasingly unable to meet the dual challenge of deceiving both the human …

Secure Steganographic Cover Generation via a Noise-Optimization Stacked StyleGAN2

J Yu, X Zhou, W Si, F Li, C Liu, X Zhang - Symmetry, 2023 - mdpi.com
Recently, the style-based generative adversarial network StyleGAN2 yields state-of-art
performance on unconditional high-quality image synthesis. However, from the perspective …

Advancements and Challenges in Image Steganographer: A Comprehensive Review

DR Laxmi - 2024 - search.proquest.com
Image steganography, a combination of computer vision and encryption, is a classic
challenge for hiding information in cover images for covert communication. This review …