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• W1903280094 abstract "In mobile Internet, Location-Based Services (LBSs) as a popular kind of context-aware recommendation systems can recommend Point of Interest (POI) data according to current locations of users. However, the inherent feature leads to leak sensitive location information of users into untrusted LBS providers. This paper aims at the location privacy problem on query prediction which forecasts next locations and violates user privacy seriously. To tackle this, we propose a novel location privacy protection solution. The contribution is three-fold. First, we model query prediction on cloaking regions using the Bayesian inference. Next, the proposed location anonymization method can generalize locations into safer cloaking regions against such query prediction attacks. Finally, a series of experiments evaluate the performance of this solution and demonstrate its availability." @default.
• W1903280094 created "2016-06-24" @default.
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• W1903280094 date "2014-12-01" @default.
• W1903280094 modified "2023-09-24" @default.
• W1903280094 title "Privacy Protection against Query Prediction in Location-Based Services" @default.
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• W1903280094 doi "https://doi.org/10.1109/uic-atc-scalcom.2014.19" @default.
• W1903280094 hasPublicationYear "2014" @default.
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