Results 21 to 30 of about 6,282 (220)
Improvement of convolutional neural network structure for image steganalysis [PDF]
Aiming at the situation that the accuracy of image steganalysis is not high,a steganalysis model of Convolutional Neural Network(CNN) based on Multi-layer percepual convolution layer(Mlpconv) is constructed.The model uses multi-layer perceptual ...
GAO Peixian,WEI Lixian,LIU Jia
doaj +1 more source
Efficient steganalysis using convolutional auto encoder network to ensure original image quality [PDF]
Steganalysis is the process of analyzing and predicting the presence of hidden information in images. Steganalysis would be most useful to predict whether the received images contain useful information. However, it is more difficult to predict the hidden
Mallikarjuna Reddy Ayaluri +3 more
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Steganalysis of transcoding steganography [PDF]
13 pages, 7 figures, 2 ...
Artur Janicki +2 more
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Extensible Steganalysis via Continual Learning
To realize secure communication, steganography is usually implemented by embedding secret information into an image selected from a natural image dataset, in which the fractal images have occupied a considerable proportion.
Zhili Zhou +3 more
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Neural Linguistic Steganalysis via Multi-Head Self-Attention
Linguistic steganalysis can indicate the existence of steganographic content in suspicious text carriers. Precise linguistic steganalysis on suspicious carrier is critical for multimedia security.
Sai-Mei Jiao +3 more
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Convolutional neural network-based methods are attracting increasing attention in steganalysis. However, steganalysis for content-adaptive image steganography in the spatial domain is still a difficult problem.
Zhili Xiang +5 more
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Steganalysis of Compressed Speech Based on Global and Local Correlation Mining
Most of the existing steganalysis methods are designed for specific steganography methods in low-bit-rate compressed speech stream and lack of generalization ability.
Jiawei Wang +3 more
doaj +1 more source
Hydan is a steganographic tool which can be used to hide any kind of information inside executable files. In this work, we present an efficient distinguisher for it: We have developed a system that is able to detect executable files with embedded information through Hydan.
Jorge Blasco Alís +4 more
openaire +3 more sources
Secure Cover Selection for Steganography
Existing cover selection methods for steganography cannot resist pooled steganalysis. This paper proposes a secure cover selection method which is able to resist pooled steganalysis and single object steganalysis meanwhile. To resist pooled steganalysis,
Zichi Wang, Xinpeng Zhang
doaj +1 more source
Adversarial subdomain adaptation network for mismatched steganalysis
Once data in the training and test sets come from different cover sources, that is, under the condition of cover source mismatch, it usually makes the detection accuracy rate of an outstanding steganalysis model to be reduced.In practical applications ...
Lei ZHANG, Hongxia WANG
doaj +3 more sources

