ASSAF: Advanced and Slim StegAnalysis Detection Framework for JPEG images based on deep convolutional denoising autoencoder and Siamese networks

Steganography is the art of embedding a confidential message within a host message. Modern steganography is focused on widely used multimedia file formats, such as images, video files, and Internet protocols. Recently, cyber attackers have begun to include steganography (for communication purposes)...

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Bibliographic Details
Published in:	Neural networks Vol. 131; pp. 64 - 77
Main Authors:	Cohen, Assaf, Cohen, Aviad, Nissim, Nir
Format:	Journal Article
Language:	English
Published:	United States Elsevier Ltd 01.11.2020
Subjects:	Autoencoder Convolution neural network Deep learning Image Processing, Computer-Assisted - methods Image Processing, Computer-Assisted - standards Neural Networks, Computer Siamese neural network Signal-To-Noise Ratio Software Steganalysis Steganography Deep learning Steganography Steganalysis Siamese neural network Autoencoder Convolution neural network
ISSN:	0893-6080, 1879-2782, 1879-2782
Online Access:	Get full text
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