Showing cs.CRShow all
2 papers · 1 filter
cs.CR2021
LSSD: a Controlled Large JPEG Image Database for Deep-Learning-based Steganalysis "into the Wild"
Hugo Ruiz, Mehdi Yedroudj, Marc Chaumont +2
For many years, the image databases used in steganalysis have been relatively small, i.e. about ten thousand images. This limits the diversity of images and thus prevents large-sca…
cs.CR2020
Analysis of the Scalability of a Deep-Learning Network for Steganography "Into the Wild"
Hugo Ruiz, Marc Chaumont, Mehdi Yedroudj +3
Since the emergence of deep learning and its adoption in steganalysis fields, most of the reference articles kept using small to medium size CNN, and learn them on relatively small…