Leveraging Data Geometry to Mitigate CSM in Steganalysis

Author:

Abecidan Rony1,Itier Vincent2,Boulanger Jérémie1,Bas Patrick1,Pevný Tomáš3

Affiliation:

1. Univ. Lille,CNRS, Centrale Lille,Lille,France,F-59000

2. Institut Mines-Télécom,IMT Nord Europe, Centre for Digital Systems, Univ. Lille, CNRS, Centrale Lille,Lille,France,F-59000

3. Czech Technical University,Department of Computers and Engineering,Prague,Czech Republic

Publisher

IEEE

Reference14 articles.

1. Effects and Solutions of Cover-Source Mismatch in Image Steganalysis;Giboulot,2020

2. Steganalysis with cover-source mismatch and a small learning database;Pasquet

3. Study of cover source mismatch in steganalysis and ways to mitigate its impact

4. ”Break Our Steganographic System”: The Ins and Outs of Organizing BOSS

5. The ALASKA Steganalysis Challenge

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1. Cover-source mismatch in steganalysis: systematic review;EURASIP Journal on Information Security;2024-08-12

2. Statistical Correlation as a Forensic Feature to Mitigate the Cover-Source Mismatch;Proceedings of the 2024 ACM Workshop on Information Hiding and Multimedia Security;2024-06-24

3. Linking Intrinsic Difficulty and Regret to Properties of Multivariate Gaussians in Image Steganalysis;Proceedings of the 2024 ACM Workshop on Information Hiding and Multimedia Security;2024-06-24

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