Cover Image

Pixel-based dispersal scheme for medical image survivability and confidentiality

Digital medical image survivability and confidentiality is an essential concern for healthcare institution in archiving medical image. Survivability issue in the current conventional archiving system happened when the server becomes temporarily inaccessible; meanwhile confidentiality happened when t...

Full description

Saved in:
Bibliographic Details
Main Author: Nelmiawati, Nelmiawati
Format: Thesis
Language:English
Published: 2014
Subjects:
HD Industries. Land use. Labor
Online Access:http://eprints.utm.my/id/eprint/48580/1/NelmiawatiMFC2014.pdf
http://eprints.utm.my/id/eprint/48580/
http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:86441?queryType=vitalDismax&query=Pixel-based+dispersal+scheme+for+medical+image+survivability+and+confidentiality&public=true
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.utm.48580
record_format eprints
spelling my.utm.485802017-08-07T07:43:49Z http://eprints.utm.my/id/eprint/48580/ Pixel-based dispersal scheme for medical image survivability and confidentiality Nelmiawati, Nelmiawati HD Industries. Land use. Labor Digital medical image survivability and confidentiality is an essential concern for healthcare institution in archiving medical image. Survivability issue in the current conventional archiving system happened when the server becomes temporarily inaccessible; meanwhile confidentiality happened when the data disclosed by unauthorized party. This project introduces a potential approach by integrating Rabin’s Information Dispersal Algorithm (IDA) and Shamir’s Secret Sharing Algorithm (SSA) for solving these issues. These approaches have been already known for providing data survivability and confidentiality in other fields. This project applies these secret sharing threshold schemes to a system called Medical Image Dispersal Picture Archiving Communication System (MIaDPACS) to provide digital medical image survivability and confidentiality. The pixels are extracted, encoded, and dispersed by using Rabin’s IDA into distributed archiving system. The secret key used in Rabin’s IDA is dispersed by using Shamir’s SSA. Original image reconstruction requires only subset of the dispersed files with numbers equals to a defined threshold during dispersal. Experimental results showed that the reconstructed image was exactly identic with the original image both for nosalt and salt scheme. This is shown by Peak Signal to Noise Ratio (PSNR) value that is equal to infinity. In addition, random dispersed files does not reveal the original image. Thus, MIaDPACS is able to provide the survivability and confidentiality for digital medical image. 2014 Thesis NonPeerReviewed application/pdf en http://eprints.utm.my/id/eprint/48580/1/NelmiawatiMFC2014.pdf Nelmiawati, Nelmiawati (2014) Pixel-based dispersal scheme for medical image survivability and confidentiality. Masters thesis, Universiti Teknologi Malaysia, Faculty of Computing. http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:86441?queryType=vitalDismax&query=Pixel-based+dispersal+scheme+for+medical+image+survivability+and+confidentiality&public=true
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic HD Industries. Land use. Labor
spellingShingle HD Industries. Land use. Labor
Nelmiawati, Nelmiawati
Pixel-based dispersal scheme for medical image survivability and confidentiality
description Digital medical image survivability and confidentiality is an essential concern for healthcare institution in archiving medical image. Survivability issue in the current conventional archiving system happened when the server becomes temporarily inaccessible; meanwhile confidentiality happened when the data disclosed by unauthorized party. This project introduces a potential approach by integrating Rabin’s Information Dispersal Algorithm (IDA) and Shamir’s Secret Sharing Algorithm (SSA) for solving these issues. These approaches have been already known for providing data survivability and confidentiality in other fields. This project applies these secret sharing threshold schemes to a system called Medical Image Dispersal Picture Archiving Communication System (MIaDPACS) to provide digital medical image survivability and confidentiality. The pixels are extracted, encoded, and dispersed by using Rabin’s IDA into distributed archiving system. The secret key used in Rabin’s IDA is dispersed by using Shamir’s SSA. Original image reconstruction requires only subset of the dispersed files with numbers equals to a defined threshold during dispersal. Experimental results showed that the reconstructed image was exactly identic with the original image both for nosalt and salt scheme. This is shown by Peak Signal to Noise Ratio (PSNR) value that is equal to infinity. In addition, random dispersed files does not reveal the original image. Thus, MIaDPACS is able to provide the survivability and confidentiality for digital medical image.
format Thesis
author Nelmiawati, Nelmiawati
author_facet Nelmiawati, Nelmiawati
author_sort Nelmiawati, Nelmiawati
title Pixel-based dispersal scheme for medical image survivability and confidentiality
title_short Pixel-based dispersal scheme for medical image survivability and confidentiality
title_full Pixel-based dispersal scheme for medical image survivability and confidentiality
title_fullStr Pixel-based dispersal scheme for medical image survivability and confidentiality
title_full_unstemmed Pixel-based dispersal scheme for medical image survivability and confidentiality
title_sort pixel-based dispersal scheme for medical image survivability and confidentiality
publishDate 2014
url http://eprints.utm.my/id/eprint/48580/1/NelmiawatiMFC2014.pdf
http://eprints.utm.my/id/eprint/48580/
http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:86441?queryType=vitalDismax&query=Pixel-based+dispersal+scheme+for+medical+image+survivability+and+confidentiality&public=true
_version_ 1643652603592048640
score 13.211869

Similar Items