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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-8871404 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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