Applications of the MPSA Algorithm and CNN for Securing Medical X-Rays
Bianca Gușiță, Lucian Ionel Găină, Daniela Stănescu, Ioana Ghergulescu · 2023
In the current context in which we live, after the health crisis caused by the Sars-CoV-2 virus, preserving data privacy is a sensitive topic and of major importance for everyone. Confidential information has become much more valuable than in the past and has practically become a currency of exchange. This paper proposes a solution for securing X-ray medical records based on an artificial intelligence algorithm that uses convolutional neural networks to transfer the style of a reference image and the MPSA steganographic algorithm to hide the digital X-ray. Furthermore, the paper presents the BeProtected desktop application and the results analysis in terms in terms of imperceptibility and quality of the recovered message.