Steganalytical Module for Detecting Embeddings in Images with a Low Stego Container Filling

IF 0.5 Q4 AUTOMATION & CONTROL SYSTEMS AUTOMATIC CONTROL AND COMPUTER SCIENCES Pub Date : 2025-03-14 DOI:10.3103/S0146411624700792
D. E. Vil’khovskii
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Abstract

The study describes the business logic and results of the steganalysis software, a steganalytical complex that operates on the basis of the author’s image steganalysis algorithms, which make it possible to detect embeddings even with low filling of the stego container (10–25% of the total volume). This solution is aimed at increasing the information security of an organization by identifying media files (images) containing an embedding and preventing unauthorized forwarding of such files or viewing and extraction of the received hidden message, as well as preventing the installation of malicious programs, whose module is embedded in the image using a steganographic method. The software package works with embeddings performed using the Koch–Zhao and least-significant-bit substitution (LSB-substitution) methods.

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用于检测低隐写容器填充图像中的嵌入的隐写分析模块
该研究描述了隐写分析软件的业务逻辑和结果,该隐写分析软件是基于作者的图像隐写分析算法运行的隐写分析复合体,即使在低填充的隐写容器(占总体积的10-25%)中也可以检测嵌入。该解决方案的目的是通过识别包含嵌入的媒体文件(图像),防止未经授权的转发或查看和提取收到的隐藏信息,以及防止安装恶意程序,从而提高组织的信息安全性。恶意程序的模块使用隐写方法嵌入图像中。该软件包与使用Koch-Zhao和最低有效位替换(LSB-substitution)方法执行的嵌入一起工作。
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来源期刊
AUTOMATIC CONTROL AND COMPUTER SCIENCES
AUTOMATIC CONTROL AND COMPUTER SCIENCES AUTOMATION & CONTROL SYSTEMS-
CiteScore
1.70
自引率
22.20%
发文量
47
期刊介绍: Automatic Control and Computer Sciences is a peer reviewed journal that publishes articles on• Control systems, cyber-physical system, real-time systems, robotics, smart sensors, embedded intelligence • Network information technologies, information security, statistical methods of data processing, distributed artificial intelligence, complex systems modeling, knowledge representation, processing and management • Signal and image processing, machine learning, machine perception, computer vision
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