Author Correction: Lightweight image steganalysis with block-wise pruning. [PDF]
Sci Rep, 2023 Hong E, Lim K, Oh TW, Jang H.
europepmc +3 more sources
Digital image steganalysis network strengthening framework based on evolutionary algorithm [PDF]
Scientific ReportsTo solve the problem of increasing network parameters and increasing fitting fluctuation during training due to the improvement or expansion of image steganalysis network, a framework for strengthening steganalysis network was considered.
Yuanyuan Ma +5 more
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Detection of Classifier Inconsistencies in Image Steganalysis [PDF]
Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, 2019 In this paper, a methodology to detect inconsistencies in classification-based image steganalysis is presented. The proposed approach uses two classifiers: the usual one, trained with a set formed by cover and stego images, and a second classifier trained with the set obtained after embedding additional random messages into the original training set ...
Daniel Lerch-Hostalot, David Megías
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AGASI: A Generative Adversarial Network-Based Approach to Strengthening Adversarial Image Steganography [PDF]
EntropySteganography 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
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WPD-based blind image steganalysis
Tongxin xuebao, 2008 Based on wavelet package decomposition（WPD）,a new blind image steganalysis method was presented,which can detect the stego images with comparatively high accuracy.Firstly,by three scales of WPD,image was decomposed into some coefficient subbands,and the ...
LUO Xiang-yang1 +2 more
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Statistical Steganalysis of Images
, 2019 Steganalysis is the study of detecting secret information hidden in objects such as images, videos, texts, time series and games via steganography. Among those objects, the image is the most widely used object to hide secret messages. Detection of possible secret information hidden in images has attracted a lot of attention over the past ten years ...
Min Huang
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Security-oriented steganographic payload allocation for multi-remote sensing images [PDF]
Scientific ReportsMulti-image steganography, a technique for concealing information within multiple carrier mediums, finds remote sensing images to be particularly apt carriers due to their complex structures and abundant texture data.
Tian Wu, Xuan Hu, Chunnian Liu
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Deep learning for steganalysis: evaluating model robustness against image transformations. [PDF]
Front Artif IntellAlrusaini OA.
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IMAGE STEGANALYSIS AND SECURITYENHANCEMENT USING MIDPOINTTRANSFORMATION
international journal of engineering technology and management sciencesImage steganalysis has developed into a severe challenge for digital communicationbecause it allows users to disguise harmful secret data inside images almost undetectably. Thisresearch presents a midpoint transformation technique which both discovers secret messageswhile preventing new message embedment.
P. S. Lal Priya, Dr.Bhaskara Reddy
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Image steganography techniques for resisting statistical steganalysis attacks: A systematic literature review. [PDF]
PLoS OneApau R +4 more
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