A New Blind Steganalysis Method for JPEG Images

机译：JPEG图像盲隐分析的新方法

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摘要

In this paper, we proposed a new approach of steganalysis based on frequency features from DCT coefficients. This method does not require any training and canbe widely used on JPEG images from various sources. We have applied our algorithm on images captured from digital camera,the Internet, and compressed images from lossless format. Experimental results show it works well on detecting popular DCT based steganography algorithms.

机译：在本文中，我们提出了一种基于DCT系数频率特征的隐写分析新方法。此方法不需要任何培训，可以广泛用于来自各种来源的JPEG图像。我们已将算法应用于从数码相机，互联网捕获的图像以及无损格式的压缩图像。实验结果表明，该算法在检测流行的基于DCT的隐写算法中效果很好。

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《Computer Science and Software Engineering, CSSE 2008, 2008 International Conference on》||P.939-942|共4页
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Li Xiang; Li Jianhua;
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正文语种
中图分类工业技术;
关键词
DCT; blind steganalysis; steganography;

机译：DCT;盲隐分析;隐写术;

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专利

1. Blind Image Steganalysis of JPEG images using feature extraction through the process of dilation [J] . Pritesh Pathak, S. Selvakumar Digital investigation . 2014,第1期

机译：通过扩展过程使用特征提取对JPEG图像进行盲图像隐写
2. Minor blind feature based Steganalysis for calibrated JPEG images with cross validation and classification using SVM and SVM-PSO [J] . Deepa D. Shankar, Adresya Suresh Azhakath Multimedia Tools and Applications . 2021,第3期

机译：基于次盲的特征的麻木分析，用于校准JPEG图像，使用SVM和SVM-PSO分类交叉验证和分类
3. Feature reduced blind steganalysis using DCT and spatial transform on JPEG images with and without cross validation using ensemble classifiers [J] . Gireeshan M. G., Shankar Deepa D., Azhakath Adresya Suresh Journal of ambient intelligence and humanized computing . 2021,第5期

机译：使用DCT和JPEG图像上的空间变换具有和不使用Ensemble分类器的交叉验证的特征减少盲解析
4. A New Blind Steganalysis Method for JPEG Images [C] . Li Xiang, Li Jianhua International Conference on Computer Science and Software Engineering . 2008

机译：JPEG图像的新盲解析方法
5. Statistical Methods for Digital Image Forensics: Algorithm Mismatch for Blind Spatial Steganalysis and Score-based Likelihood Ratios for Camera Device Identification [D] . ?Reinders, Stephanie 2020

机译：数字图像取证统计方法：不匹配算法盲空间隐写和相机设备标识基于分数似然比
6. An evaluation of JPEG and JPEG 2000 irreversible compression algorithms applied to neurologic computed tomography and magnetic resonance images [O] . V. Savcenko, B. J. Erickson, K. R. Persons, 2000

机译：评估JPEG和JPEG 2000不可逆压缩算法应用于神经系统断层扫描和磁共振图像
7. Steganalysis Method of Static Jpeg Images Based on Artificial Immune System [O] . Alexey Shniperov, Aleksandra Prokofieva 2020

机译：基于人工免疫系统的静态JPEG图像的隐分方法

A New Blind Steganalysis Method for JPEG Images

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