A convolutional neural network-based linguistic steganalysis for synonym substitution steganography

A convolutional neural network-based linguistic steganalysis for synonym substitution steganography

In this paper, a linguistic steganalysis method based on two-level cascaded convolutional neural networks (CNNs) is proposed to improve the system's ability to detect stego texts, which are generated via synonym substitutions. The first-level network, sentence-level CNN, consists of one convolu...

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Bibliographic Details
Main Authors: Lingyun Xiang, Guoqing Guo, Jingming Yu, Victor S. Sheng, Peng Yang
Format: Article
Language:English
Published: AIMS Press 2020-01-01
Series:Mathematical Biosciences and Engineering
Subjects:
steganalysis
steganography
synonym substitution
word embedding
convolutional neural network
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2020055?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2020055?viewType=HTML

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