Strategies and Tools for Anonymization of Private Location Information using k-path

碩士 === 國立中正大學 === 電機工程研究所 === 102 === The usage of Location-Based Services (LBS) holds a potential privacy issue. People exchange their location for information relative to this location. While most people perceive these information exchange services as useful, there are people who see their privacy...

Full description

Bibliographic Details
Main Authors:	Pierre Pascal Lindenberg, 林登堡
Other Authors:	Cheng, Bo-Chao
Format:	Others
Language:	en_US
Published:	2014
Online Access:	http://ndltd.ncl.edu.tw/handle/85026218543744618941

id	ndltd-TW-102CCU00442041
record_format	oai_dc
spelling	ndltd-TW-102CCU004420412015-10-13T23:38:00Z http://ndltd.ncl.edu.tw/handle/85026218543744618941 Strategies and Tools for Anonymization of Private Location Information using k-path 隱私定位資訊之匿名策略與工具:使用 k-path Pierre Pascal Lindenberg 林登堡碩士國立中正大學電機工程研究所 102 The usage of Location-Based Services (LBS) holds a potential privacy issue. People exchange their location for information relative to this location. While most people perceive these information exchange services as useful, there are people who see their privacy threatened by this. In this thesis, we propose two algorithms, k-query to solve the privacy issue for sporadic query-typed LBS, and k-path for continuous location tracking-typed LBS. We take inspiration in k-anonymity to hide our location or trajectory among k locations or trajectories. We introduce our simulator as a tool to test several strategies to hide users' locations. Afterwards, we give an evaluation about the effectiveness of several approaches by using the simulator and data provided by the GeoLife data set. Cheng, Bo-Chao 鄭伯炤 2014 學位論文 ; thesis 89 en_US
collection	NDLTD
language	en_US
format	Others
sources	NDLTD
description	碩士 === 國立中正大學 === 電機工程研究所 === 102 === The usage of Location-Based Services (LBS) holds a potential privacy issue. People exchange their location for information relative to this location. While most people perceive these information exchange services as useful, there are people who see their privacy threatened by this. In this thesis, we propose two algorithms, k-query to solve the privacy issue for sporadic query-typed LBS, and k-path for continuous location tracking-typed LBS. We take inspiration in k-anonymity to hide our location or trajectory among k locations or trajectories. We introduce our simulator as a tool to test several strategies to hide users' locations. Afterwards, we give an evaluation about the effectiveness of several approaches by using the simulator and data provided by the GeoLife data set.
author2	Cheng, Bo-Chao
author_facet	Cheng, Bo-Chao Pierre Pascal Lindenberg 林登堡
author	Pierre Pascal Lindenberg 林登堡
spellingShingle	Pierre Pascal Lindenberg 林登堡 Strategies and Tools for Anonymization of Private Location Information using k-path
author_sort	Pierre Pascal Lindenberg
title	Strategies and Tools for Anonymization of Private Location Information using k-path
title_short	Strategies and Tools for Anonymization of Private Location Information using k-path
title_full	Strategies and Tools for Anonymization of Private Location Information using k-path
title_fullStr	Strategies and Tools for Anonymization of Private Location Information using k-path
title_full_unstemmed	Strategies and Tools for Anonymization of Private Location Information using k-path
title_sort	strategies and tools for anonymization of private location information using k-path
publishDate	2014
url	http://ndltd.ncl.edu.tw/handle/85026218543744618941
work_keys_str_mv	AT pierrepascallindenberg strategiesandtoolsforanonymizationofprivatelocationinformationusingkpath AT líndēngbǎo strategiesandtoolsforanonymizationofprivatelocationinformationusingkpath AT pierrepascallindenberg yǐnsīdìngwèizīxùnzhīnìmíngcèlüèyǔgōngjùshǐyòngkpath AT líndēngbǎo yǐnsīdìngwèizīxùnzhīnìmíngcèlüèyǔgōngjùshǐyòngkpath
_version_	1718086291477757952

Strategies and Tools for Anonymization of Private Location Information using k-path

Similar Items