The CSM Problem Solving Technique for LSBR Steganography in Image Spatial Domain

An approach that allows to partially solve the Cover-Source Mismatch problem is described. Proposed approach is strictly limited by steganography that distortion can be localize. The article is devoted to applying proposed technique to Least Significant Bits Replacement steganography in image spatial domain. The calibrated images (without the least significant bit plane) are analyzed. The procedures of sorting, clustering and regression analysis are used. The results of the computer experiment indicating an accuracy improvement of steganalysis are presented.

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Publication Details

Published
2024-11-13
DOI
https://doi.org/10.1109/summa64428.2024.10803776
Primary Topic
Advanced Steganography and Watermarking Techniques
Type
article
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article

The CSM Problem Solving Technique for LSBR Steganography in Image Spatial Domain

Roman Solodukha
Advanced Steganography and Watermarking Techniques
article

The CSM Problem Solving Technique for LSBR Steganography in Image Spatial Domain

Roman Solodukha
article en

Abstract

An approach that allows to partially solve the Cover-Source Mismatch problem is described. Proposed approach is strictly limited by steganography that distortion can be localize. The article is devoted to applying proposed technique to Least Significant Bits Replacement steganography in image spatial domain. The calibrated images (without the least significant bit plane) are analyzed. The procedures of sorting, clustering and regression analysis are used. The results of the computer experiment indicating an accuracy improvement of steganalysis are presented.

Voronezh State University of Engineering Technologies (RU)
Openalex Percentile: Top 76%
Advanced Steganography and Watermarking Techniques
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