DATA HIDING ON DIGITAL IMAGES USING DEEP NEURAL NETWORK (DNN)

admin August 15, 2024

Authors:

Bikash Chandra Bag,Hirak Kumar Maity,Chaitali Koley,

DOI NO:

https://doi.org/10.26782/jmcms.2024.08.00003

Keywords:

Deep Neural network,Deep Steganography,Multiple Secret Images,Single Cover Image,Tiny ImageNet dataset,

Abstract

In this paper, the framework of Data Hiding on Digital Images Using Deep Neural Network (DNN). Here DeepSteg architecture is considered to evaluate the performance of the multiple secret images that can be concatenated to the single cover image, the image data will be hidden on the single cover image using the Tiny ImageNet dataset. The proposed model outperformed earlier results. To compare our results two parameters, normally Secret loss(λ_s) and cover loss(λ_c) are considered. Our plan is to use deep neural networks for the encoding and decoding of multiple secret images inside a single cover image of a similar goal.

Refference:

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