{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T17:59:49Z","timestamp":1772906389799,"version":"3.50.1"},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2018,9,7]],"date-time":"2018-09-07T00:00:00Z","timestamp":1536278400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"Australia Research Council (ARC) Discovery Project","award":["DP180100966"],"award-info":[{"award-number":["DP180100966"]}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"crossref","award":["2017YFB0802704"],"award-info":[{"award-number":["2017YFB0802704"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Shanghai Technology Research Leader Program of China","award":["16XD1424400"],"award-info":[{"award-number":["16XD1424400"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Knowl Inf Syst"],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1007\/s10115-018-1262-2","type":"journal-article","created":{"date-parts":[[2018,9,7]],"date-time":"2018-09-07T06:43:00Z","timestamp":1536302580000},"page":"1307-1328","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Encrypted data indexing for the secure outsourcing of spectral clustering"],"prefix":"10.1007","volume":"60","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2839-1499","authenticated-orcid":false,"given":"Bozhong","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ling","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xingquan","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weidong","family":"Qiu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,9,7]]},"reference":[{"key":"1262_CR1","doi-asserted-by":"crossref","unstructured":"Agrawal R, Srikant R (2000) Privacy-preserving data mining. In: SIGMOD, pp 439\u2013450","DOI":"10.1145\/342009.335438"},{"key":"1262_CR2","doi-asserted-by":"crossref","unstructured":"Agrawal R, Srikant R, Thomas D (2005) Privacy preserving OLAP. In: SIGMOD, pp 251\u2013262","DOI":"10.1145\/1066157.1066187"},{"issue":"3","key":"1262_CR3","doi-asserted-by":"publisher","first-page":"589","DOI":"10.1007\/s10115-014-0809-0","volume":"45","author":"M Ashouri-Talouki","year":"2015","unstructured":"Ashouri-Talouki M, Baraani-Dastjerdi A, Sel\u00e7uk AA (2015) The cloaked-centroid protocol: location privacy protection for a group of users of location-based services. Knowl Inf Syst 45(3):589\u2013615","journal-title":"Knowl Inf Syst"},{"issue":"9","key":"1262_CR4","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1145\/361002.361007","volume":"18","author":"JL Bentley","year":"1975","unstructured":"Bentley JL (1975) Multidimensional binary search trees used for associative searching. Commun ACM 18(9):509\u2013517","journal-title":"Commun ACM"},{"key":"1262_CR5","unstructured":"Bock RK (2007) UC Irvine machine learning repository. \n                    http:\/\/archive.ics.uci.edu\/ml\/index.html"},{"key":"1262_CR6","doi-asserted-by":"crossref","unstructured":"Bunn P, Ostrovsky R (2007) Secure two-party k-means clustering. In: CCS, pp 486\u2013497","DOI":"10.1145\/1315245.1315306"},{"key":"1262_CR7","unstructured":"van Dijk M, Juels A (2010) On the impossibility of cryptography alone for privacy-preserving cloud computing. In: USENIX"},{"key":"1262_CR8","doi-asserted-by":"crossref","unstructured":"Elmehdwi Y, Samanthula BK, Jiang W (2014) Secure k-nearest neighbor query over encrypted data in outsourced environments. In: ICDE, pp 664\u2013675","DOI":"10.1109\/ICDE.2014.6816690"},{"key":"1262_CR9","doi-asserted-by":"crossref","unstructured":"Evfimievski AV, Srikant R, Agrawal R, Gehrke J (2002) Privacy preserving mining of association rules. In: SIGKDD, pp 217\u2013228","DOI":"10.1145\/775047.775080"},{"issue":"1","key":"1262_CR10","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1007\/s10618-006-0051-9","volume":"14","author":"S Gambs","year":"2007","unstructured":"Gambs S, K\u00e9gl B, A\u00efmeur E (2007) Privacy-preserving boosting. Data Min Knowl Discov 14(1):131\u2013170","journal-title":"Data Min Knowl Discov"},{"key":"1262_CR11","series-title":"Basic applications","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511721656","volume-title":"Foundations of cryptography","author":"O Goldreich","year":"2004","unstructured":"Goldreich O (2004) Foundations of cryptography, vol 2. Basic applications. University Press, Cambridge"},{"key":"1262_CR12","doi-asserted-by":"crossref","unstructured":"Jagannathan G, Wright RN (2005) Privacy-preserving distributed k-means clustering over arbitrarily partitioned data. In: SIGKDD, pp 593\u2013599","DOI":"10.1145\/1081870.1081942"},{"key":"1262_CR13","doi-asserted-by":"crossref","unstructured":"Jagannathan G, Pillaipakkamnatt K, Wright RN (2006) A new privacy-preserving distributed k-clustering algorithm. In: SDM, pp 494\u2013498","DOI":"10.1137\/1.9781611972764.47"},{"issue":"9","key":"1262_CR14","doi-asserted-by":"publisher","first-page":"1026","DOI":"10.1109\/TKDE.2004.45","volume":"16","author":"M Kantarcioglu","year":"2004","unstructured":"Kantarcioglu M, Clifton C (2004) Privacy-preserving distributed mining of association rules on horizontally partitioned data. IEEE Trans Knowl Data Eng 16(9):1026\u20131037","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"1262_CR15","doi-asserted-by":"crossref","unstructured":"Kargupta H, Datta S, Wang Q, Sivakumar K (2003) On the privacy preserving properties of random data perturbation techniques. In: ICDM, pp 99\u2013106","DOI":"10.1109\/ICDM.2003.1250908"},{"key":"1262_CR16","doi-asserted-by":"crossref","unstructured":"Kieseberg P, Hobel H, Schrittwieser S, Weippl ER, Holzinger A (2014) Protecting anonymity in data-driven biomedical science. In: Interactive knowledge discovery and data mining in biomedical informatics-state-of-the-art and future challenges, pp 301\u2013316","DOI":"10.1007\/978-3-662-43968-5_17"},{"issue":"4","key":"1262_CR17","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1007\/s40708-016-0046-2","volume":"3","author":"P Kieseberg","year":"2016","unstructured":"Kieseberg P, Malle B, Fr\u00fchwirt P, Weippl ER, Holzinger A (2016) A tamper-proof audit and control system for the doctor in the loop. Brain Inf 3(4):269\u2013279","journal-title":"Brain Inf"},{"key":"1262_CR18","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1007\/BF00263763","volume":"9","author":"DT Lee","year":"1977","unstructured":"Lee DT, Wong CK (1977) Worst-case analysis for region and partial region searches in multidimensional binary search trees and balanced quad trees. Acta Inf 9:23\u201329","journal-title":"Acta Inf"},{"key":"1262_CR19","doi-asserted-by":"crossref","unstructured":"Lin K (2013) Privacy-preserving kernel k-means outsourcing with randomized kernels. In: ICDM workshops, pp 860\u2013866","DOI":"10.1109\/ICDMW.2013.29"},{"issue":"1","key":"1262_CR20","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1007\/s10115-014-0751-1","volume":"44","author":"K Lin","year":"2015","unstructured":"Lin K, Chang Y, Chen M (2015) Secure support vector machines outsourcing with random linear transformation. Knowl Inf Syst 44(1):147\u2013176","journal-title":"Knowl Inf Syst"},{"key":"1262_CR21","doi-asserted-by":"crossref","unstructured":"Lin Z, Jaromczyk JW (2011) Privacy preserving spectral clustering over vertically partitioned data sets. In: FSKD, pp 1206\u20131211","DOI":"10.1109\/FSKD.2011.6019699"},{"issue":"1","key":"1262_CR22","first-page":"59","volume":"1","author":"Y Lindell","year":"2009","unstructured":"Lindell Y, Pinkas B (2009) Secure multiparty computation for privacy-preserving data mining. J Priv Confid 1(1):59\u201398","journal-title":"J Priv Confid"},{"key":"1262_CR23","doi-asserted-by":"crossref","unstructured":"Liu D, Bertino E, Yi X (2014) Privacy of outsourced k-means clustering. In: ASIACCS, pp 123\u2013134","DOI":"10.1145\/2590296.2590332"},{"key":"1262_CR24","doi-asserted-by":"crossref","unstructured":"Ma Q, Deng P (2008) Secure multi-party protocols for privacy preserving data mining. In: WASA, pp 526\u2013537","DOI":"10.3724\/SP.J.1006.2008.00526"},{"key":"1262_CR25","unstructured":"Malle B, Kieseberg P, Weippl ER, Holzinger A (2016) The right to be forgotten: towards machine learning on perturbed knowledge bases. In: IFIP WG 8.4, 8.9, CD-ARES 2016, and PAML 2016, pp 251\u2013266"},{"key":"1262_CR26","unstructured":"Ng AY, Jordan MI, Weiss Y (2001) On spectral clustering: analysis and an algorithm. In: NIPS, pp 849\u2013856"},{"key":"1262_CR27","doi-asserted-by":"crossref","unstructured":"Ning H, Xu W, Chi Y, Gong Y, Huang TS (2007) Incremental spectral clustering with application to monitoring of evolving blog communities. In: SDM, pp 261\u2013272","DOI":"10.1137\/1.9781611972771.24"},{"key":"1262_CR28","doi-asserted-by":"crossref","unstructured":"Paillier P (1999) Public-key cryptosystems based on composite degree residuosity classes. In: EUROCRYPT, pp 223\u2013238","DOI":"10.1007\/3-540-48910-X_16"},{"key":"1262_CR29","doi-asserted-by":"crossref","unstructured":"Polat H, Du W (2005) SVD-based collaborative filtering with privacy. In: SAC, pp 791\u2013795","DOI":"10.1145\/1066677.1066860"},{"key":"1262_CR30","doi-asserted-by":"crossref","unstructured":"Rao F, Samanthula BK, Bertino E, Yi X, Liu D (2015) Privacy-preserving and outsourced multi-user k-means clustering. In: IEEE conference on collaboration and internet computing (CIC 2015), pp 80\u201389","DOI":"10.1109\/CIC.2015.20"},{"key":"1262_CR31","doi-asserted-by":"crossref","unstructured":"Rizvi S, Haritsa JR (2002) Maintaining data privacy in association rule mining. In: VLDB, pp 682\u2013693","DOI":"10.1016\/B978-155860869-6\/50066-4"},{"issue":"6","key":"1262_CR32","doi-asserted-by":"publisher","first-page":"667","DOI":"10.1016\/j.bspc.2013.06.007","volume":"8","author":"SS Sindhumol","year":"2013","unstructured":"Sindhumol SS, Kumar A, Balakrishnan K (2013) Spectral clustering independent component analysis for tissue classification from brain MRI. Biomed Signal Process Control 8(6):667\u2013674","journal-title":"Biomed Signal Process Control"},{"issue":"8","key":"1262_CR33","doi-asserted-by":"publisher","first-page":"888","DOI":"10.1109\/34.868688","volume":"22","author":"J Shi","year":"2000","unstructured":"Shi J, Malik J (2000) Normalized cuts and image segmentation. IEEE Trans Pattern Anal Mach Intell 22(8):888\u2013905","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"1262_CR34","first-page":"7","volume":"2014","author":"Y Sun","year":"2014","unstructured":"Sun Y, Wen Q, Zhang Y, Zhang H, Jin Z, Li W (2014) Two-cloud-servers-assisted secure outsourcing multiparty computation. Sci World J 2014:7","journal-title":"Sci World J"},{"key":"1262_CR35","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1016\/j.datak.2013.05.008","volume":"87","author":"P Symeonidis","year":"2013","unstructured":"Symeonidis P, Iakovidou N, Mantas N, Manolopoulos Y (2013) From biological to social networks: link prediction based on multi-way spectral clustering. Data Knowl Eng 87:226\u2013242","journal-title":"Data Knowl Eng"},{"issue":"8","key":"1262_CR36","doi-asserted-by":"publisher","first-page":"3034","DOI":"10.1016\/j.patcog.2012.02.012","volume":"45","author":"K Tasdemir","year":"2012","unstructured":"Tasdemir K (2012) Vector quantization based approximate spectral clustering of large datasets. Pattern Recognit 45(8):3034\u20133044","journal-title":"Pattern Recognit"},{"key":"1262_CR37","doi-asserted-by":"crossref","unstructured":"Vaidya J, Clifton C (2002) Privacy preserving association rule mining in vertically partitioned data. In: SIGKDD, pp 639\u2013644","DOI":"10.1145\/775047.775142"},{"key":"1262_CR38","doi-asserted-by":"crossref","unstructured":"Vaidya J, Clifton C (2003) Privacy-preserving k-means clustering over vertically partitioned data. In: SIGKDD, pp 206\u2013215","DOI":"10.1145\/956750.956776"},{"issue":"4","key":"1262_CR39","doi-asserted-by":"publisher","first-page":"879","DOI":"10.1007\/s00778-006-0041-y","volume":"17","author":"J Vaidya","year":"2008","unstructured":"Vaidya J, Kantarcioglu M, Clifton C (2008) Privacy-preserving Na\u00efve Bayes classification. VLDB 17(4):879\u2013898","journal-title":"VLDB"},{"key":"1262_CR40","unstructured":"Yao AC (1986) How to generate and exchange secrets (extended abstract). In: 27th annual symposium on foundations of computer science, pp 162\u2013167"},{"issue":"1","key":"1262_CR41","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1016\/j.is.2012.06.001","volume":"38","author":"X Yi","year":"2013","unstructured":"Yi X, Zhang Y (2013) Equally Contributory privacy-preserving k-means clustering over vertically partitioned data. Inf Syst 38(1):97\u2013107","journal-title":"Inf Syst"},{"key":"1262_CR42","unstructured":"Zhu MY, Liu L (2004) Optimal randomization for privacy preserving data mining. In: SIGKDD, pp 761\u2013766"}],"container-title":["Knowledge and Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-018-1262-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10115-018-1262-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-018-1262-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,6]],"date-time":"2019-09-06T19:11:05Z","timestamp":1567797065000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10115-018-1262-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9,7]]},"references-count":42,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2019,9]]}},"alternative-id":["1262"],"URL":"https:\/\/doi.org\/10.1007\/s10115-018-1262-2","relation":{},"ISSN":["0219-1377","0219-3116"],"issn-type":[{"value":"0219-1377","type":"print"},{"value":"0219-3116","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,9,7]]},"assertion":[{"value":"7 January 2016","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 February 2018","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 May 2018","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 September 2018","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}