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A K-Nearest Neighbour Query Processing Algorithm for Encrypted Spatial Data in Road Network
- Source :
- Journal of Korea Spatial Information Society. 20:67-81
- Publication Year :
- 2012
- Publisher :
- Korea Spatial Information Society, 2012.
-
Abstract
- Due to the recent advancement of cloud computing, the research on database outsourcing has been actively done. Moreover, the number of users who utilize Location-based Services(LBS) has been increasing with the development in w ireless communication technology and mobile devices. Therefore, LBS providers attempt to outsource their spatial database to service provider, in order to reduce costs for data storage and management. However, because unauthorized access to sensitive data is possible in spatial database outsourcing, it is necessary to study on the preservation of a user's privacy. Thus, we, in this paper, propose a spatial data encryption scheme to produce outsourced database from an original database. We also propose a k-Nearest Neighbor(k-NN) query processing algorithm that efficiently performs k-NN by using the outsourced database. Finally, we show from performance analysis that our algorithm outperforms the existing one.
Details
- ISSN :
- 22879242
- Volume :
- 20
- Database :
- OpenAIRE
- Journal :
- Journal of Korea Spatial Information Society
- Accession number :
- edsair.doi...........6f35d2270b54ec791bb5b64b6ba5a8e4
- Full Text :
- https://doi.org/10.12672/ksis.2012.20.3.067