Name
Title | ||
|---|---|---|
Linear Function Based Transformation Scheme for Preserving Database Privacy in Cloud Computing |
Abstract | ||
|---|---|---|
Because much interest in spatial database in cloud computing has been attracted, studies on preserving location data privacy in cloud computing have been actively done. However, since the existing spatial transformation schemes are weak to proximity attack, they cannot preserve the privacy of users who enjoy location-based services from the cloud computing. Therefore, a transformation scheme for providing a safe service to users is required. So, we, in this paper, propose a new transformation scheme based on a line symmetric transformation (LST). The proposed scheme performs both LST-based data distribution and error injection transformation for preventing proximity attack effectively. Finally, we show from our performance analysis that the proposed scheme greatly reduces the success rate of the proximity attack while performing the spatial transformation in an efficient way. |
Year | DOI | Venue |
|---|---|---|
2013 | 10.1109/ICPADS.2013.90 | ICPADS |
Keywords | Field | DocType |
proximity attack prevention,linear function,location data privacy preservation,spatial transformation schemes,spatial transformation scheme,preserving database privacy,location-based services,visual databases,linear function-based transformation scheme,proximity attack success rate reduction,new transformation scheme,cloud computing,error injection transformation,line symmetric transformation,transformation scheme,lst-based data distribution,proposed scheme,location data protection,spatial database,spatial transformation,data protection,existing spatial transformation scheme,performance analysis,proximity attack,mobile computing,database privacy preservation | Mobile computing,Data mining,Data modeling,Computer science,Database privacy,Data Protection Act 1998,Information privacy,Linear function,Spatial database,Cloud computing,Distributed computing | Conference |
ISSN | Citations | PageRank |
1521-9097 | 1 | 0.35 |
References | Authors | |
8 | 4 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Min Yoon | 1 | 34 | 10.38 |
| Hyeong-Il Kim | 2 | 74 | 11.46 |
| Miyoung Jang | 3 | 28 | 8.01 |
| Jae-Woo Chang | 4 | 401 | 99.85 |