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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Bibliographic Details
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
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id	my-usm-ep.59152
record_format	uketd_dc
spelling	my-usm-ep.591522023-08-16T08:47:01Z Privacy Preservation Model For Data Exposure In Android Smartphone Usage 2021-11 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 http://eprints.usm.my/59152/ http://eprints.usm.my/59152/1/ANIZAH%20BINTI%20ABU%20BAKAR%20-%20TESIS%20cut.pdf application/pdf en public masters Universiti Sains Malaysia Pusat Pengajian Sains Komputer ( School of Computer Sciences)
institution	Universiti Sains Malaysia
collection	USM Institutional Repository
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
qualification_level	Master's degree
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
granting_institution	Universiti Sains Malaysia
granting_department	Pusat Pengajian Sains Komputer ( School of Computer Sciences)
publishDate	2021
url	http://eprints.usm.my/59152/1/ANIZAH%20BINTI%20ABU%20BAKAR%20-%20TESIS%20cut.pdf
_version_	1776101257001304064

Privacy Preservation Model For Data Exposure In Android Smartphone Usage

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