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Meanwhile, because of the popularity of location\u2010based services, the need for spatial data is increasing dramatically. However, the most important challenge in database outsourcing is how to meet privacy requirements and guarantee the integrity of the query result as well. Unfortunately, most of the existing techniques support either data privacy or integrity on spatial databases. To carry on both privacy and integrity for outsourced spatial data, we propose a spatial transformation scheme that makes use of shearing transformation with rotation shifting. We describe attack models measuring the data privacy of our transformation scheme. Finally, our extensive experiments have demonstrated that our scheme has adequate strength for data privacy by showing outstanding performance against different kinds of attack models and efficiently handles the query integrity of the query result sets. Copyright \u00a9 2013 John Wiley &amp; Sons, Ltd.<\/jats:p>","DOI":"10.1002\/sec.833","type":"journal-article","created":{"date-parts":[[2013,8,2]],"date-time":"2013-08-02T12:07:18Z","timestamp":1375445238000},"page":"1498-1509","source":"Crossref","is-referenced-by-count":3,"title":["A spatial transformation scheme supporting data privacy and query integrity for security of outsourced databases"],"prefix":"10.1002","volume":"7","author":[{"given":"Hyeong\u2010Il","family":"Kim","sequence":"first","affiliation":[{"name":"Department of Computer Engineering Chonbuk National University  Jeonju South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Al\u2010Amin","family":"Hossain","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering Chonbuk National University  Jeonju South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jae\u2010Woo","family":"Chang","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering Chonbuk National University  Jeonju South Korea"},{"name":"Cloud Open R&amp;D center Chonbuk National University  Jeonju South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2013,8,2]]},"reference":[{"key":"e_1_2_8_2_1","doi-asserted-by":"crossref","unstructured":"AgrawalR SrikantR.Privacy\u2010preserving data mining in Proceedings of ACM SIGMOD Conference ACM Dallas Texas 2000.","DOI":"10.1145\/342009.335438"},{"key":"e_1_2_8_3_1","doi-asserted-by":"crossref","unstructured":"EvfimievskiA SrikantR AgrawalR GehrkeJ.Privacy preserving mining of association rules in Proceedings of ACM SIGKDD Conference 2002.","DOI":"10.1145\/775047.775080"},{"key":"e_1_2_8_4_1","doi-asserted-by":"crossref","unstructured":"AggarwalCC YuPS.A condensation approach to privacy preserving data mining in Proceedings of Intternational Conference on Extending Database Technology (EDBT) Vol. 2992 Springer Heraklion Crete Greece 2004);183\u2013199.","DOI":"10.1007\/978-3-540-24741-8_12"},{"key":"e_1_2_8_5_1","unstructured":"ChenK LiuL.A random rotation perturbation approach to privacy preserving data classification in Proceedings of International Conference on Data Mining (ICDM) IEEE Houston TX 2005."},{"issue":"1","key":"e_1_2_8_6_1","first-page":"37","article-title":"Privacy preserving clustering by data transformation","volume":"1","author":"Oliveira SR","year":"2010","journal-title":"Journal of Information and Data Management (JIDM)"},{"key":"e_1_2_8_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2006.14"},{"key":"e_1_2_8_8_1","doi-asserted-by":"publisher","DOI":"10.1002\/0471221317"},{"key":"e_1_2_8_9_1","doi-asserted-by":"crossref","unstructured":"LeFevreK DeWittDJ RamakrishnanR.Mondrain multidimensional k\u2010anonymity in Proceedings of IEEE International Conference on Data Engineering (ICDE) 2006.","DOI":"10.1109\/ICDE.2006.101"},{"key":"e_1_2_8_10_1","unstructured":"Advanced Encryption Standard (AES).NIST\u2014Federal Information Processing Standards Publication197 Nov2001."},{"key":"e_1_2_8_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10115\u2010010\u20100362\u20104"},{"key":"e_1_2_8_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00778\u2010009\u20100169\u20107"},{"key":"e_1_2_8_13_1","doi-asserted-by":"crossref","unstructured":"HacigumusH IyerBR LiC MehrotraS.Executing SQL over encrypted data in the database\u2010service\u2010provider model. 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