Extending the Reverse JPEG Compatibility Attack to Double Compressed Images - Archive ouverte HAL
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Communication Dans Un Congrès Année : 2021
Extending the Reverse JPEG Compatibility Attack to Double Compressed Images
1 Binghamton University [SUNY] (Binghamton University State University of New York 4400 Vestal Parkway East Binghamton, NY 13902 - États-Unis)
"> Binghamton University [SUNY]
Jan Butora

Résumé

The reverse JPEG compatibility attack has recently been introduced as a very accurate and universal steganalysis algorithm for JPEG images with quality 99 or 100. The limitation to these two largest qualities appears fundamental as the prior work on this topic suggests. In this paper, we provide mathematical analysis and demonstrate experimentally that this attack can be extended to double compressed images when the first compression quality is 93 or larger and the second quality equal or larger than the first quality. Comparisons with stateof-the-art deep convolutional neural networks as well as detectors built in the JPEG domain show the merit of this work.
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Dates et versions

hal-04439711 , version 1 (05-02-2024)
Identifiants

Citer

Jan Butora, Jessica Fridrich. Extending the Reverse JPEG Compatibility Attack to Double Compressed Images. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada. pp.2710-2714, ⟨10.1109/ICASSP39728.2021.9414204⟩. ⟨hal-04439711⟩
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