Location privacy protection against inference attacks

With the increasing usage of smart phones and tablets, privacy has become a concern for many people. While the GPS enabled handheld devices has been popular, the use of location-based systems has posed a privacy issue to the users. The use of location-based services, such as Google Maps, and social...

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Main Author: Chong Bao Yi
Other Authors: Lu Rongxing
Format: Final Year Project
Language:English
Published: 2015
Subjects:
Online Access:http://hdl.handle.net/10356/65692
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-656922023-07-07T16:37:57Z Location privacy protection against inference attacks Chong Bao Yi Lu Rongxing School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering With the increasing usage of smart phones and tablets, privacy has become a concern for many people. While the GPS enabled handheld devices has been popular, the use of location-based systems has posed a privacy issue to the users. The use of location-based services, such as Google Maps, and social media for example, Facebook, Instagram which allow users to tag their current locations, have allowed attackers to track and collect information on the individuals. This project aims to understand the concept of Geo-indistinguishability, a novel and formal notion proposed in recent years to help to preserve the privacy of individuals using a location-based service, Google Maps. Further discussions on the concept of Geo-indistinguishability, and implementation of this concept into a physical form, such as an android application, to show how the concept works on a location-based service, will be discussed in this report. Bachelor of Engineering 2015-12-10T02:17:49Z 2015-12-10T02:17:49Z 2015 2015 Final Year Project (FYP) http://hdl.handle.net/10356/65692 en Nanyang Technological University application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Chong Bao Yi
Location privacy protection against inference attacks
description With the increasing usage of smart phones and tablets, privacy has become a concern for many people. While the GPS enabled handheld devices has been popular, the use of location-based systems has posed a privacy issue to the users. The use of location-based services, such as Google Maps, and social media for example, Facebook, Instagram which allow users to tag their current locations, have allowed attackers to track and collect information on the individuals. This project aims to understand the concept of Geo-indistinguishability, a novel and formal notion proposed in recent years to help to preserve the privacy of individuals using a location-based service, Google Maps. Further discussions on the concept of Geo-indistinguishability, and implementation of this concept into a physical form, such as an android application, to show how the concept works on a location-based service, will be discussed in this report.
author2 Lu Rongxing
author_facet Lu Rongxing
Chong Bao Yi
format Final Year Project
author Chong Bao Yi
author_sort Chong Bao Yi
title Location privacy protection against inference attacks
title_short Location privacy protection against inference attacks
title_full Location privacy protection against inference attacks
title_fullStr Location privacy protection against inference attacks
title_full_unstemmed Location privacy protection against inference attacks
title_sort location privacy protection against inference attacks
publishDate 2015
url http://hdl.handle.net/10356/65692
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