Results 1 to 10 of about 914 (259)

Universal video steganalysis in HEVC intra frame based on the convolutional residual network [PDF]

Frontiers in Artificial Intelligence
High Efficiency Video Coding (HEVC) offers a variety of suitable carriers for video steganography, contributing to the rapid advancement of the field.
Mingyuan Cao, Lihua Tian, Chen Li
doaj   +2 more sources

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

Entropy, 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 paper,
Xintao Duan, Nao Liu, Mengxiao Gou, Wenxin Wang, Chuan Qin   +4 more
doaj   +3 more sources

Adaptive network steganography using deep learning and multimedia video analysis for enhanced security and fidelity. [PDF]

PLoS ONE
This study presents an advanced adaptive network steganography paradigm that integrates deep learning methodologies with multimedia video analysis to enhance the universality and security of network steganography practices. The proposed approach utilizes
Chunhong Han, Tao Xue
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A New High Capacity Image Steganography Method Combined With Image Elliptic Curve Cryptography and Deep Neural Network

IEEE Access, 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 ...
Xintao Duan, Daidou Guo, Nao Liu, Baoxia Li, Mengxiao Gou, Chuan Qin   +5 more
doaj   +3 more sources

AGASI: A Generative Adversarial Network-Based Approach to Strengthening Adversarial Image Steganography [PDF]

Entropy
Steganography has been widely used in the field of image privacy protection. However, with the advancement of steganalysis techniques, deep learning-based models are now capable of accurately detecting modifications in stego-images, posing a significant ...
Haiju Fan, Changyuan Jin, Ming Li
doaj   +2 more sources

Implementasi Steganografi Gambar Menggunakan Algoritma Generative Adversarial Network

SINTECH (Science and Information Technology) Journal, 2023
In the era of information technology, it is very important to protect data and information so that irresponsible parties do not misuse it. One technique for securing data is steganography. Steganography is a technique of hiding messages in a medium.
Khairunnisak Khairunnisak, Gilang Miftakhul Fahmi, Didit Suhartono   +2 more
doaj   +1 more source

High-Capacity Image Steganography Based on Improved Xception

Sensors, 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 this ...
Xintao Duan, Mengxiao Gou, Nao Liu, Wenxin Wang, Chuan Qin   +4 more
doaj   +1 more source

A Walk-through towards Network Steganography Techniques

Информатика и автоматизация, 2023
2D and 3D digital multimedia files offer numerous benefits like excellent quality, compression, editing, reliable copying, etc. These qualities of the multimedia files, on the other hand, are the cause of fear including the fear of getting access to data
Urmila Pilania, Manoj Kumar, Tanwar Rohit, Neha Nandal   +3 more
doaj   +1 more source

Recent Advances of Image Steganography With Generative Adversarial Networks

IEEE Access, 2020
In the past few years, the Generative Adversarial Network (GAN), which proposed in 2014, has achieved great success. There have been increasing research achievements based on GAN in the field of computer vision and natural language processing.
Jia Liu, Yan Ke, Zhuo Zhang, Yu Lei, Jun Li, Minqing Zhang, Xiaoyuan Yang   +6 more
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Image Steganography: A Review of the Recent Advances

IEEE Access, 2021
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 human eyes.
Nandhini Subramanian, Omar Elharrouss, Somaya Al-Maadeed, Ahmed Bouridane   +3 more
doaj   +1 more source