End-to-end image steganography using deep convolutional autoencoders
Image steganography is used to hide a secret image inside a cover image in plain sight.
Traditionally, the secret data is converted into binary bits and the cover image is …
Traditionally, the secret data is converted into binary bits and the cover image is …
Comparative performance assessment of deep learning based image steganography techniques
Increasing data infringement while transmission and storage have become an apprehension
for the data owners. Even the digital images transmitted over the network or stored at servers …
for the data owners. Even the digital images transmitted over the network or stored at servers …
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 …
information into cover images with payload capacity almost neglected. This paper combines …
HidingGAN: High capacity information hiding with generative adversarial network
Z Wang, N Gao, X Wang, J Xiang… - Computer Graphics …, 2019 - Wiley Online Library
Image steganography is the technique of hiding secret information within images. It is an
important research direction in the security field. Benefitting from the rapid development of …
important research direction in the security field. Benefitting from the rapid development of …
Image steganography: A review of the recent advances
Image Steganography is the process of hiding information which can be text, image or video
inside a cover image. The secret information is hidden in a way that it not visible to the …
inside a cover image. The secret information is hidden in a way that it not visible to the …
SteganoCNN: Image steganography with generalization ability based on convolutional neural network
X Duan, N Liu, M Gou, W Wang, C Qin - Entropy, 2020 - mdpi.com
Image-to-image steganography is hiding one image in another image. However, hiding two
secret images into one carrier image is a challenge today. The application of image …
secret images into one carrier image is a challenge today. The application of image …
Image steganography using deep learning based edge detection
This paper introduces a deep learning-based Steganography method for hiding secret
information within the cover image. For this, we use a convolutional neural network (CNN) …
information within the cover image. For this, we use a convolutional neural network (CNN) …
A new high capacity image steganography method combined with image elliptic curve cryptography and deep neural network
X Duan, D Guo, N Liu, B Li, M Gou, C Qin - IEEE Access, 2020 - ieeexplore.ieee.org
Image steganography is a technology that hides sensitive information into an image. The
traditional image steganography method tends to securely embed secret information in the …
traditional image steganography method tends to securely embed secret information in the …
A novel image steganography method via deep convolutional generative adversarial networks
The security of image steganography is an important basis for evaluating steganography
algorithms. Steganography has recently made great progress in the long-term confrontation …
algorithms. Steganography has recently made great progress in the long-term confrontation …
End-to-end trained CNN encoder-decoder networks for image steganography
All the existing image steganography methods use manually crafted features to hide binary
payloads into cover images. This leads to small payload capacity and image distortion. Here …
payloads into cover images. This leads to small payload capacity and image distortion. Here …