Spatial Query Integrity with Voronoi Neighbors
With the popularity of location-based services and the abundant usage of smart phones and GPS-enabled devices, the necessity of outsourcing spatial data has grown rapidly over the past few years. Meanwhile, the fast arising trend of cloud storage and cloud computing services has provided a flexible...
Gespeichert in:
| Veröffentlicht in: | IEEE transactions on knowledge and data engineering Jg. 25; H. 4; S. 863 - 876 |
|---|---|
| Hauptverfasser: | , , , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
IEEE
01.04.2013
|
| Schlagworte: | |
| ISSN: | 1041-4347 |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| Abstract | With the popularity of location-based services and the abundant usage of smart phones and GPS-enabled devices, the necessity of outsourcing spatial data has grown rapidly over the past few years. Meanwhile, the fast arising trend of cloud storage and cloud computing services has provided a flexible and cost-effective platform for hosting data from businesses and individuals, further enabling many location-based applications. Nevertheless, in this database outsourcing paradigm, the authentication of the query results at the client remains a challenging problem. In this paper, we focus on the Outsourced Spatial Database (OSDB) model and propose an efficient scheme, called VN-Auth, which allows a client to verify the correctness and completeness of the result set. Our approach is based on neighborhood information derived from the Voronoi diagram of the underlying spatial data set and can handle fundamental spatial query types, such as k nearest neighbor and range queries, as well as more advanced query types like reverse k nearest neighbor, aggregate nearest neighbor, and spatial skyline. We evaluated VN-Auth based on real-world data sets using mobile devices (Google Droid smart phones with Android OS) as query clients. Compared to the current state-of-the-art approaches (i.e., methods based on Merkle Hash Trees), our experiments show that VN-Auth produces significantly smaller verification objects and is more computationally efficient, especially for queries with low selectivity. |
|---|---|
| AbstractList | With the popularity of location-based services and the abundant usage of smart phones and GPS-enabled devices, the necessity of outsourcing spatial data has grown rapidly over the past few years. Meanwhile, the fast arising trend of cloud storage and cloud computing services has provided a flexible and cost-effective platform for hosting data from businesses and individuals, further enabling many location-based applications. Nevertheless, in this database outsourcing paradigm, the authentication of the query results at the client remains a challenging problem. In this paper, we focus on the Outsourced Spatial Database (OSDB) model and propose an efficient scheme, called VN-Auth, which allows a client to verify the correctness and completeness of the result set. Our approach is based on neighborhood information derived from the Voronoi diagram of the underlying spatial data set and can handle fundamental spatial query types, such as k nearest neighbor and range queries, as well as more advanced query types like reverse k nearest neighbor, aggregate nearest neighbor, and spatial skyline. We evaluated VN-Auth based on real-world data sets using mobile devices (Google Droid smart phones with Android OS) as query clients. Compared to the current state-of-the-art approaches (i.e., methods based on Merkle Hash Trees), our experiments show that VN-Auth produces significantly smaller verification objects and is more computationally efficient, especially for queries with low selectivity. |
| Author | Bakiras, S. Ling Hu Shahabi, C. Wei-Shinn Ku |
| Author_xml | – sequence: 1 surname: Ling Hu fullname: Ling Hu email: lingh@usc.edu organization: Comput. Sci. Dept., Univ. of Southern California, Los Angeles, CA, USA – sequence: 2 surname: Wei-Shinn Ku fullname: Wei-Shinn Ku email: weishinn@auburn.edu organization: Dept. of Comput. Sci. & Software Eng., Auburn Univ., Auburn, AL, USA – sequence: 3 givenname: S. surname: Bakiras fullname: Bakiras, S. email: sbakiras@jjay.cuny.edu organization: Dept. of Math. & Comput. Sci., City Univ. of New York (CUNY), New York, NY, USA – sequence: 4 givenname: C. surname: Shahabi fullname: Shahabi, C. email: shahabi@usc.edu organization: Comput. Sci. Dept., Univ. of Southern California, Los Angeles, CA, USA |
| BookMark | eNp1j7FOwzAURT0UibYwMrHkBxL87DR2RlQKVFQgRGGNXpyX1ijElWOE8vckKmJAYrrLuVf3zNikdS0xdgE8AeD51fbhZpUIDpCITE3YFHgKcSpTdcpmXffOOddKw5QlLwcMFpvo-ZN8H63bQDtvQx992bCP3px3rbPRI9ndvnS-O2MnNTYdnf_knL3errbL-3jzdLdeXm9iIxYqxLIUOQqJgGmZZ6pSlEFNklOOGlINVONwRRutQaGocsgNVoimhIwqUy_knMnjrvGu6zzVhbFhOOra4NE2BfBi1CxGzWLULAbNoRX_aR28_UDf_8tfHnlLRL9sNoAiE_IbMURg_A |
| CODEN | ITKEEH |
| CitedBy_id | crossref_primary_10_1016_j_is_2015_10_007 crossref_primary_10_1016_j_future_2019_03_038 crossref_primary_10_1109_TIFS_2018_2825141 crossref_primary_10_1109_TMC_2017_2683492 crossref_primary_10_1109_TNET_2021_3085574 crossref_primary_10_1109_TC_2023_3241263 crossref_primary_10_3390_fi15030099 crossref_primary_10_1109_TKDE_2019_2947061 crossref_primary_10_3390_s16040454 crossref_primary_10_1145_3287045 crossref_primary_10_1109_TSC_2021_3065356 crossref_primary_10_1016_j_jpdc_2019_07_013 crossref_primary_10_1007_s00500_017_2486_x crossref_primary_10_1109_ACCESS_2018_2888564 crossref_primary_10_1109_ACCESS_2018_2888685 crossref_primary_10_1109_TKDE_2015_2464804 crossref_primary_10_1155_2017_4215425 crossref_primary_10_1007_s10489_017_0949_5 crossref_primary_10_1109_TDSC_2022_3172380 crossref_primary_10_1155_2014_108072 crossref_primary_10_1016_j_bdr_2020_100169 crossref_primary_10_4018_IJDSST_286685 crossref_primary_10_1016_j_jisa_2019_05_016 crossref_primary_10_1109_TKDE_2013_137 crossref_primary_10_1016_j_ins_2021_07_038 crossref_primary_10_1016_j_future_2024_03_002 crossref_primary_10_1007_s11280_017_0507_4 crossref_primary_10_1109_TKDE_2013_174 crossref_primary_10_1016_j_asoc_2022_109767 crossref_primary_10_1016_j_jpdc_2019_07_003 crossref_primary_10_1587_transinf_2017EDP7375 |
| Cites_doi | 10.1007/978-3-642-02982-0_8 10.1007/978-3-642-02982-0_7 10.1145/602259.602266 10.1145/1149976.1149977 10.1007/978-3-540-30108-0_10 10.1007/978-3-540-75248-6_4 10.1145/1458082.1458196 10.14778/1687627.1687718 10.1007/s001459900021 10.1007/11805588_5 10.1007/s00778-008-0108-z 10.1145/1869790.1869839 10.1145/2063576.2063805 10.1109/ICDE.2002.994695 10.1109/ICDE.2011.5767829 10.1109/ICDE.2008.4497517 10.1016/B978-012088469-8.50074-7 10.1145/1567274.1567276 10.1145/564691.564717 10.1007/3-540-45708-9_11 10.1145/1142473.1142488 10.1145/1066157.1066204 10.1007/s00145-004-0314-9 10.1145/1071610.1071616 10.1145/1061318.1061320 10.1002/9780470317013 10.3233/JCS-2009-0315 10.14778/1920841.1920994 10.1109/ICDE.2004.1320027 10.1007/s00778-008-0113-2 |
| ContentType | Journal Article |
| DBID | 97E RIA RIE AAYXX CITATION |
| DOI | 10.1109/TKDE.2011.267 |
| DatabaseName | IEEE Xplore (IEEE) IEEE All-Society Periodicals Package (ASPP) 1998–Present IEEE Xplore CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: RIE name: IEEE Xplore url: https://ieeexplore.ieee.org/ sourceTypes: Publisher |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Computer Science |
| EndPage | 876 |
| ExternalDocumentID | 10_1109_TKDE_2011_267 6109262 |
| Genre | orig-research |
| GroupedDBID | -~X .DC 0R~ 1OL 29I 4.4 5GY 5VS 6IK 97E 9M8 AAJGR AARMG AASAJ AAWTH ABAZT ABFSI ABQJQ ABVLG ACGFO ACIWK AENEX AETIX AGQYO AGSQL AHBIQ AI. AIBXA AKJIK AKQYR ALLEH ALMA_UNASSIGNED_HOLDINGS ASUFR ATWAV BEFXN BFFAM BGNUA BKEBE BPEOZ CS3 DU5 E.L EBS EJD F5P HZ~ H~9 ICLAB IEDLZ IFIPE IFJZH IPLJI JAVBF LAI M43 MS~ O9- OCL P2P PQQKQ RIA RIE RNI RNS RXW RZB TAE TAF TN5 UHB VH1 AAYXX CITATION |
| ID | FETCH-LOGICAL-c257t-3b29a23a1a4b967d7e61fe30e9a81481efa3478c8817a2d919cadaacb16edcf53 |
| IEDL.DBID | RIE |
| ISICitedReferencesCount | 60 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000315519500011&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 1041-4347 |
| IngestDate | Sat Nov 29 08:08:39 EST 2025 Tue Nov 18 22:30:38 EST 2025 Wed Aug 27 02:52:16 EDT 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 4 |
| Language | English |
| License | https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c257t-3b29a23a1a4b967d7e61fe30e9a81481efa3478c8817a2d919cadaacb16edcf53 |
| PageCount | 14 |
| ParticipantIDs | crossref_citationtrail_10_1109_TKDE_2011_267 crossref_primary_10_1109_TKDE_2011_267 ieee_primary_6109262 |
| PublicationCentury | 2000 |
| PublicationDate | 2013-04-01 |
| PublicationDateYYYYMMDD | 2013-04-01 |
| PublicationDate_xml | – month: 04 year: 2013 text: 2013-04-01 day: 01 |
| PublicationDecade | 2010 |
| PublicationTitle | IEEE transactions on knowledge and data engineering |
| PublicationTitleAbbrev | TKDE |
| PublicationYear | 2013 |
| Publisher | IEEE |
| Publisher_xml | – name: IEEE |
| References | ref13 ref35 ref12 ref34 ref15 ref14 ref36 ref10 ref32 ref2 ref1 ref17 ref16 ref19 ref18 (ref11) 2012 ref24 ref23 ref26 ref25 ref20 ref22 ref21 Sion (ref29) (ref31) 2012 ref28 ref27 ref8 Xie (ref33) ref7 ref9 Tao (ref30) ref4 ref3 ref6 ref5 |
| References_xml | – ident: ref13 doi: 10.1007/978-3-642-02982-0_8 – ident: ref26 doi: 10.1007/978-3-642-02982-0_7 – start-page: 744 volume-title: Proc. 30th Int’l Conf. Very Large Data Bases (VLDB) ident: ref30 article-title: Reverse $k{\rm NN}$ Search in Arbitrary Dimensionality – ident: ref7 doi: 10.1145/602259.602266 – ident: ref17 doi: 10.1145/1149976.1149977 – ident: ref18 doi: 10.1007/978-3-540-30108-0_10 – ident: ref4 doi: 10.1007/978-3-540-75248-6_4 – ident: ref32 doi: 10.1145/1458082.1458196 – ident: ref19 doi: 10.1145/1149976.1149977 – ident: ref23 doi: 10.14778/1687627.1687718 – ident: ref6 doi: 10.1007/s001459900021 – ident: ref3 doi: 10.1007/11805588_5 – ident: ref16 doi: 10.1007/s00778-008-0108-z – ident: ref10 doi: 10.1145/1869790.1869839 – start-page: 782 volume-title: Proc. 33rd Int’l Conf. Very Large Data Bases (VLDB) ident: ref33 article-title: Integrity Auditing of Outsourced Data – ident: ref15 doi: 10.1145/2063576.2063805 – ident: ref9 doi: 10.1109/ICDE.2002.994695 – ident: ref36 doi: 10.1109/ICDE.2011.5767829 – ident: ref34 doi: 10.1109/ICDE.2008.4497517 – start-page: 601 volume-title: Proc. 31st Int’l Conf. Very Large Data Bases (VLDB) ident: ref29 article-title: Query Execution Assurance for Outsourced Databases – ident: ref12 doi: 10.1016/B978-012088469-8.50074-7 – ident: ref28 doi: 10.1145/1567274.1567276 – ident: ref8 doi: 10.1145/564691.564717 – ident: ref1 doi: 10.1007/3-540-45708-9_11 – ident: ref14 doi: 10.1145/1142473.1142488 – ident: ref21 doi: 10.1145/1066157.1066204 – volume-title: US Census Bureau year: 2012 ident: ref31 – ident: ref2 doi: 10.1007/s00145-004-0314-9 – ident: ref25 doi: 10.1145/1071610.1071616 – ident: ref24 doi: 10.1145/1061318.1061320 – ident: ref20 doi: 10.1002/9780470317013 – ident: ref5 doi: 10.3233/JCS-2009-0315 – volume-title: Java SE Security year: 2012 ident: ref11 – ident: ref27 doi: 10.14778/1920841.1920994 – ident: ref22 doi: 10.1109/ICDE.2004.1320027 – ident: ref35 doi: 10.1007/s00778-008-0113-2 |
| SSID | ssj0008781 |
| Score | 2.3513002 |
| Snippet | With the popularity of location-based services and the abundant usage of smart phones and GPS-enabled devices, the necessity of outsourcing spatial data has... |
| SourceID | crossref ieee |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 863 |
| SubjectTerms | Aggregates Authentication Indexes location-based services Outsourcing query authentication Query processing Spatial database outsourcing Spatial databases spatial queries |
| Title | Spatial Query Integrity with Voronoi Neighbors |
| URI | https://ieeexplore.ieee.org/document/6109262 |
| Volume | 25 |
| WOSCitedRecordID | wos000315519500011&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVIEE databaseName: IEEE Xplore issn: 1041-4347 databaseCode: RIE dateStart: 19890101 customDbUrl: isFulltext: true dateEnd: 99991231 titleUrlDefault: https://ieeexplore.ieee.org/ omitProxy: false ssIdentifier: ssj0008781 providerName: IEEE |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1NSwMxEB1q8aAHq61i_SIH8dRtm-y2SY6iLYpQFKr0tmQnCQjSSj8E_71JdrvtQQ_elmUOy8tkkjebvAdwTV0BVEzJiCZcR0kv01HGEnScJxOIXCq0OphN8NFITCbyuQKt8i6MMSYcPjNt_xj-5esZrnyrrOOlwZkvuDuc8_yuVll1BQ-GpI5dOE4UJ3yjp9kZP90PcrFOFuzkN-vPlqFKWE-Gtf99ySEcFPtGcpsP9BFUzLQOtbUnAymmaB32twQGG9D2jsMuw8jLysy_yWPQhnD7buLbr-TNqxfM3snIt0ddLiyO4XU4GN89RIVDQoRuqi2jOGNSsVhRlWSyzzU3fWpN3DVSCcdzqLHKQSFQCMoV05JKVFopzGjfaLS9-ASq09nUnAKxBq1lmholRZLxWHDEnhVuhLFnumib0FrjlmIhH-5dLD7SQCO6MvUwpx7m1MHchJsy_DPXzfgrsOHhLYMKZM9-f30Oeyz4UfijMxdQXc5X5hJ28Wv5vphfhYz4AXimtcw |
| linkProvider | IEEE |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1NS8QwEB1EBfXgt7h-5iCe7O4mTTfJUfxAUYvCKt5KOklAkF1ZdwX_vUnarR704K2UOZSXySRvmrwHcER9AdRMq4RyYRKelSYpGUfPeUqJKJRGZ6LZhMhz-fys7mfgpLkLY62Nh89sOzzGf_lmiJPQKusEaXAWCu5cxjmj1W2tpu5KES1JPb_wrCjl4ltRs9O_Ob-o5DpZNJT_XoF-WKrEFeVy5X_fsgrL9c6RnFZDvQYzdrAOK1NXBlJP0nVY-iExuAHt4Dnsc4w8TOzok1xHdQi_8yahAUuegn7B8IXkoUHqs-F9Ex4vL_pnV0ntkZCgn2zjJC2Z0izVVPNS9YQRtkedTbtWaemZDrVOeygkSkmFZkZRhdpojSXtWYMuS7dgdjAc2G0gzqJzzFCrleSlSKVAzJz0Y4yZ7aJrwckUtwJrAfHgY_FaRCLRVUWAuQgwFx7mFhw34W-VcsZfgRsB3iaoRnbn99eHsHDVv7stbq_zm11YZNGdIhyk2YPZ8Whi92EeP8Yv76ODmB1fGmS5Ew |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Spatial+Query+Integrity+with+Voronoi+Neighbors&rft.jtitle=IEEE+transactions+on+knowledge+and+data+engineering&rft.au=Ling+Hu&rft.au=Wei-Shinn+Ku&rft.au=Bakiras%2C+S.&rft.au=Shahabi%2C+C.&rft.date=2013-04-01&rft.pub=IEEE&rft.issn=1041-4347&rft.volume=25&rft.issue=4&rft.spage=863&rft.epage=876&rft_id=info:doi/10.1109%2FTKDE.2011.267&rft.externalDocID=6109262 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1041-4347&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1041-4347&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1041-4347&client=summon |