Deep learning-based encryption scheme for medical images using DCGAN and virtual planet domain

Deep learning-based encryption scheme for medical images using DCGAN and virtual planet domain

Abstract The motivation for this article stems from the fact that medical image security is crucial for maintaining patient confidentiality and protecting against unauthorized access or manipulation. This paper presents a novel encryption technique that integrates the Deep Convolutional Generative A...

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Bibliographic Details
Main Authors: Manish Kumar, Aneesh Sreevallabh Chivukula, Gunjan Barua
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
DCGAN
Chaotic map
VPD
Encryption
Decryption
Online Access:https://doi.org/10.1038/s41598-024-84186-6
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