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Information Hiding in the DICOM Message Service and Upper Layer Service with Entropy-Based Detection

The DICOM (Digital Imaging and COmmunication in Medicine) standard provides a framework for a diagnostically-accurate representation, processing, transfer, storage and display of medical imaging data. Information hiding in DICOM is currently limited to the application of digital media steganography...

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Autores principales: Mileva, Aleksandra, Velinov, Aleksandar, Dimitrova, Vesna, Caviglione, Luca, Wendzel, Steffen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871404/
https://www.ncbi.nlm.nih.gov/pubmed/35205470
http://dx.doi.org/10.3390/e24020176
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author Mileva, Aleksandra
Velinov, Aleksandar
Dimitrova, Vesna
Caviglione, Luca
Wendzel, Steffen
author_facet Mileva, Aleksandra
Velinov, Aleksandar
Dimitrova, Vesna
Caviglione, Luca
Wendzel, Steffen
author_sort Mileva, Aleksandra
collection PubMed
description The DICOM (Digital Imaging and COmmunication in Medicine) standard provides a framework for a diagnostically-accurate representation, processing, transfer, storage and display of medical imaging data. Information hiding in DICOM is currently limited to the application of digital media steganography and watermarking techniques on the media parts of DICOM files, as well as text steganographic techniques for embedding information in metadata of DICOM files. To improve the overall security of the DICOM standard, we investigate its susceptibility to network steganographic techniques. To this aim, we develop several network covert channels that can be created by using a specific transport mechanism – the DICOM Message Service and Upper Layer Service. The bandwidth, undetectability and robustness of the proposed covert channels are evaluated, and potential countermeasures are suggested. Moreover, a detection mechanism leveraging entropy-based metrics is introduced and its performance has been assessed.
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spelling pubmed-88714042022-02-25 Information Hiding in the DICOM Message Service and Upper Layer Service with Entropy-Based Detection Mileva, Aleksandra Velinov, Aleksandar Dimitrova, Vesna Caviglione, Luca Wendzel, Steffen Entropy (Basel) Article The DICOM (Digital Imaging and COmmunication in Medicine) standard provides a framework for a diagnostically-accurate representation, processing, transfer, storage and display of medical imaging data. Information hiding in DICOM is currently limited to the application of digital media steganography and watermarking techniques on the media parts of DICOM files, as well as text steganographic techniques for embedding information in metadata of DICOM files. To improve the overall security of the DICOM standard, we investigate its susceptibility to network steganographic techniques. To this aim, we develop several network covert channels that can be created by using a specific transport mechanism – the DICOM Message Service and Upper Layer Service. The bandwidth, undetectability and robustness of the proposed covert channels are evaluated, and potential countermeasures are suggested. Moreover, a detection mechanism leveraging entropy-based metrics is introduced and its performance has been assessed. MDPI 2022-01-25 /pmc/articles/PMC8871404/ /pubmed/35205470 http://dx.doi.org/10.3390/e24020176 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Mileva, Aleksandra
Velinov, Aleksandar
Dimitrova, Vesna
Caviglione, Luca
Wendzel, Steffen
Information Hiding in the DICOM Message Service and Upper Layer Service with Entropy-Based Detection
title Information Hiding in the DICOM Message Service and Upper Layer Service with Entropy-Based Detection
title_full Information Hiding in the DICOM Message Service and Upper Layer Service with Entropy-Based Detection
title_fullStr Information Hiding in the DICOM Message Service and Upper Layer Service with Entropy-Based Detection
title_full_unstemmed Information Hiding in the DICOM Message Service and Upper Layer Service with Entropy-Based Detection
title_short Information Hiding in the DICOM Message Service and Upper Layer Service with Entropy-Based Detection
title_sort information hiding in the dicom message service and upper layer service with entropy-based detection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871404/
https://www.ncbi.nlm.nih.gov/pubmed/35205470
http://dx.doi.org/10.3390/e24020176
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