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Akademický článek

A New High Capacity Image Steganography Method Combined With Image Elliptic Curve Cryptography and Deep Neural Network

Autor: Xintao Duan, Daidou Guo, Nao Liu, Baoxia Li, Mengxiao Gou, Chuan Qin

Publikováno v: IEEE Access, Vol 8, Pp 25777-25788 (2020)

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 host image so that the payload capacity is almost ignored and the stegano

Externí odkaz: https://doaj.org/article/57f40792e5f34904a67020ed3ef53b92

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Akademický článek

StegoPNet: Image Steganography With Generalization Ability Based on Pyramid Pooling Module

Autor: Xintao Duan, Wenxin Wang, Nao Liu, Dongli Yue, Zimei Xie, Chuan Qin

Publikováno v: IEEE Access, Vol 8, Pp 195253-195262 (2020)

In terms of payload capacity and visual effects, the existing image steganography technology based on deep neural networks still needs improvement, to solve this problem, this article proposes a new deep convolutional steganography network based on t

Externí odkaz: https://doaj.org/article/99fec422d2b44aa7bb749a034316931e

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Akademický článek

High-Capacity Image Steganography Based on Improved Xception

Autor: Xintao Duan, Mengxiao Gou, Nao Liu, Wenxin Wang, Chuan Qin

Publikováno v: Sensors, Vol 20, Iss 24, p 7253 (2020)

The traditional cover modification steganography method only has low steganography ability. We propose a steganography method based on the convolutional neural network architecture (Xception) of deep separable convolutional layers in order to solve t

Externí odkaz: https://doaj.org/article/fbe209fdcf0d4b34a9e022bb9bbb90f5

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Akademický článek

SteganoCNN: Image Steganography with Generalization Ability Based on Convolutional Neural Network

Autor: Xintao Duan, Nao Liu, Mengxiao Gou, Wenxin Wang, Chuan Qin

Publikováno v: Entropy, Vol 22, Iss 10, p 1140 (2020)

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 steganography based on deep learning in real-life is relatively rare. In this p

Externí odkaz: https://doaj.org/article/981630c9f3b844f0a7878c6d12996e28

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Hide the Image in FC-DenseNets to another Image

Autor: Xintao, Duan, Nao, Liu

In the past, steganography was to embed text in a carrier, the sender Alice and the recipient Bob share the key, and the text is extracted by Bob through the key. If more information is embedded, the image is easily distorted. In contrast, if there i

Externí odkaz: http://arxiv.org/abs/1910.08341