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Privacy Preservation Model For Data Exposure In Android Smartphone Usage

Statistics show there are 6378 million of smartphone users. The usage of mobile applications in smartphones exposes users to privacy risks. This is due to existing works lacking a formalized mathematical model that can quantify both user and system applications risk. There is also no multifaceted da...

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Main Author: Abu Bakar, Anizah
Format: Thesis
Language:English
Published: 2021
Subjects:
QA75.5-76.95 Electronic computers. Computer science
Online Access:http://eprints.usm.my/59152/1/ANIZAH%20BINTI%20ABU%20BAKAR%20-%20TESIS%20cut.pdf
http://eprints.usm.my/59152/
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spelling my.usm.eprints.59152 http://eprints.usm.my/59152/ Privacy Preservation Model For Data Exposure In Android Smartphone Usage Abu Bakar, Anizah QA75.5-76.95 Electronic computers. Computer science Statistics show there are 6378 million of smartphone users. The usage of mobile applications in smartphones exposes users to privacy risks. This is due to existing works lacking a formalized mathematical model that can quantify both user and system applications risk. There is also no multifaceted data collector tool to monitor user data collection and risk posed by each application. Besides, there is no risk level benchmark that alerts users and distinguishes between acceptable and unacceptable risk levels in smartphone usage. In order to tackle the privacy risk issue, a formalized privacy model called PRiMo is proposed using tree structure and calculus knowledge to quantify the risk in each application, risk posed by each application category, and overall privacy risk faced by the smartphone user. 2021-11 Thesis NonPeerReviewed application/pdf en http://eprints.usm.my/59152/1/ANIZAH%20BINTI%20ABU%20BAKAR%20-%20TESIS%20cut.pdf Abu Bakar, Anizah (2021) Privacy Preservation Model For Data Exposure In Android Smartphone Usage. Masters thesis, Universiti Sains Malaysia.
institution Universiti Sains Malaysia
building Hamzah Sendut Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Sains Malaysia
content_source USM Institutional Repository
url_provider http://eprints.usm.my/
language English
topic QA75.5-76.95 Electronic computers. Computer science
spellingShingle QA75.5-76.95 Electronic computers. Computer science
Abu Bakar, Anizah
Privacy Preservation Model For Data Exposure In Android Smartphone Usage
description Statistics show there are 6378 million of smartphone users. The usage of mobile applications in smartphones exposes users to privacy risks. This is due to existing works lacking a formalized mathematical model that can quantify both user and system applications risk. There is also no multifaceted data collector tool to monitor user data collection and risk posed by each application. Besides, there is no risk level benchmark that alerts users and distinguishes between acceptable and unacceptable risk levels in smartphone usage. In order to tackle the privacy risk issue, a formalized privacy model called PRiMo is proposed using tree structure and calculus knowledge to quantify the risk in each application, risk posed by each application category, and overall privacy risk faced by the smartphone user.
format Thesis
author Abu Bakar, Anizah
author_facet Abu Bakar, Anizah
author_sort Abu Bakar, Anizah
title Privacy Preservation Model For Data Exposure In Android Smartphone Usage
title_short Privacy Preservation Model For Data Exposure In Android Smartphone Usage
title_full Privacy Preservation Model For Data Exposure In Android Smartphone Usage
title_fullStr Privacy Preservation Model For Data Exposure In Android Smartphone Usage
title_full_unstemmed Privacy Preservation Model For Data Exposure In Android Smartphone Usage
title_sort privacy preservation model for data exposure in android smartphone usage
publishDate 2021
url http://eprints.usm.my/59152/1/ANIZAH%20BINTI%20ABU%20BAKAR%20-%20TESIS%20cut.pdf
http://eprints.usm.my/59152/
_version_ 1775623430790447104
score 13.211869

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