International Journal of Computer Networks and Applications

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A Fine-Grained Spatial Cloaking With Query Probability Levels for Privacy in LBS


Affiliations
1 Department of Computer Science, King Abdul-Aziz University, Saudi Arabia
2 Department of Computer Science, College of Computing and Information Technology, King Abdul-Aziz University, Saudi Arabia
 

In the technology of LBS i.e. location based services, location related queries are submitted to the mobile users. These queries are submitted to untrusted server of LBS for obtaining service. However, these queries considerably stimulate and produce privacy issues associated with mobile users. FGcloak has been proposed so as to address this privacy related issue. It has been revealed that the FGcloak is considered as the fine grained spatial cloaking method based on the query probability levels to generate k-anonymity used for the privacy aware mobile users in the location based services. The modified Hilbert Curve is used so as to efficiently guarantee k-anonymity and simultaneously offers bigger cloaking region.

Keywords

LBS, FGcloak, Fine Grained Spatial Cloaking, Location Based Services.
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  • A Fine-Grained Spatial Cloaking With Query Probability Levels for Privacy in LBS

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Authors

Albelaihy Abdullah
Department of Computer Science, King Abdul-Aziz University, Saudi Arabia
Jonathan Cazalas
Department of Computer Science, College of Computing and Information Technology, King Abdul-Aziz University, Saudi Arabia

Abstract


In the technology of LBS i.e. location based services, location related queries are submitted to the mobile users. These queries are submitted to untrusted server of LBS for obtaining service. However, these queries considerably stimulate and produce privacy issues associated with mobile users. FGcloak has been proposed so as to address this privacy related issue. It has been revealed that the FGcloak is considered as the fine grained spatial cloaking method based on the query probability levels to generate k-anonymity used for the privacy aware mobile users in the location based services. The modified Hilbert Curve is used so as to efficiently guarantee k-anonymity and simultaneously offers bigger cloaking region.

Keywords


LBS, FGcloak, Fine Grained Spatial Cloaking, Location Based Services.