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Ruxandra Fratila

Bio: Ruxandra Fratila is an academic researcher from Military Technical Academy. The author has contributed to research in topics: Deep learning & Steganography. The author has co-authored 1 publications.

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Proceedings ArticleDOI
01 Jul 2021
TL;DR: In this paper, the implementation of a system aimed to hide image-type messages with the aid of deep neural networks is presented. And three new models are progressively developed, each adding a new improvement on top of the previous one.
Abstract: Seeking to take advantage of the innovations brought by machine learning, a field in a continuous movement and development, the present paper aims to enhance a practice that has been used since ancient times: steganography. Thereby, we targeted the implementation of a system aimed to hide image-type messages with the aid of deep neural networks. We followed a baseline model designed according to the recommendations stated into the state-of-the-art section. Then, we progressively developed three new models, each adding a new improvement on top of the previous one.

1 citations


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