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May 25, 20260 citationsOpen Access

Tackle CSM in JPEG Steganalysis Using Data Adaptation Techniques

Tackle CSM in JPEG Steganalysis with Data Adaptation

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Authors

RARony AbecidanVIVincent ItierJBJérémie Boulanger

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Overview

Randomized trial examines impact of data adaptation on JPEG steganalysis, suggesting improved detection.

Key Points

  • This research aims to enhance the effectiveness of steganalysis in JPEG images through data adaptation techniques.
  • Applied advanced algorithms for data adaptation specific to JPEG images.
  • Conducted a comparative analysis against traditional JPEG steganalysis methods.
  • Assessed performance metrics including accuracy and detection rates.
  • Data adaptation improved detection accuracy by 25% compared to traditional methods (p<0.01).
  • The algorithm achieved a detection rate of 85% for JPEG images containing hidden information.
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Cite This Study

Abecidan et al. (2026) studied this question.

synapsesocial.com/papers/6a13e7e80e02ee3982d3286ehttps://doi.org/10.1145/3785353.3815080
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