{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T18:32:31Z","timestamp":1771698751457,"version":"3.50.1"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030415785","type":"print"},{"value":"9783030415792","type":"electronic"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-41579-2_41","type":"book-chapter","created":{"date-parts":[[2020,2,17]],"date-time":"2020-02-17T16:09:09Z","timestamp":1581955749000},"page":"703-721","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Privacy-Preserving Decentralised Singular Value Decomposition"],"prefix":"10.1007","author":[{"given":"Bowen","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiang","family":"Tang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,2,18]]},"reference":[{"key":"41_CR1","unstructured":"Bar-Magen Numhauser, J.: Fog computing introduction to a new cloud evolution. University of Alcal\u00e1 (2012)"},{"issue":"3","key":"41_CR2","doi-asserted-by":"publisher","first-page":"727","DOI":"10.1007\/s00440-011-0359-2","volume":"153","author":"AD Barbour","year":"2012","unstructured":"Barbour, A.D., Luczak, M.J.: A law of large numbers approximation for Markov population processes with countably many types. Probab. Theor. Relat Fields 153(3), 727\u2013757 (2012). https:\/\/doi.org\/10.1007\/s00440-011-0359-2","journal-title":"Probab. Theor. Relat Fields"},{"key":"41_CR3","series-title":"IFIP Advances in Information and Communication Technology","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1007\/978-3-319-59171-1_3","volume-title":"Trust Management XI","author":"S Chen","year":"2017","unstructured":"Chen, S., Lu, R., Zhang, J.: A flexible privacy-preserving framework for singular value decomposition under internet of things environment. In: Stegh\u00f6fer, J.-P., Esfandiari, B. (eds.) IFIPTM 2017. IAICT, vol. 505, pp. 21\u201337. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-59171-1_3"},{"issue":"9","key":"41_CR4","doi-asserted-by":"publisher","first-page":"2386","DOI":"10.1109\/TPDS.2013.180","volume":"25","author":"X Chen","year":"2014","unstructured":"Chen, X., Li, J., Ma, J., Tang, Q., Lou, W.: New algorithms for secure outsourcing of modular exponentiations. IEEE Trans. Parallel Distrib. Syst. 25(9), 2386\u20132396 (2014)","journal-title":"IEEE Trans. Parallel Distrib. Syst."},{"key":"41_CR5","unstructured":"Cisco: Fog Computing and the Internet of Things: Extend the Cloud to where the things are (2015)"},{"key":"41_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1007\/3-540-44586-2_9","volume-title":"Public Key Cryptography","author":"I Damg\u00e5rd","year":"2001","unstructured":"Damg\u00e5rd, I., Jurik, M.: A generalisation, a simplication and some applications of Paillier\u2019s probabilistic public-key system. In: Kim, K. (ed.) PKC 2001. LNCS, vol. 1992, pp. 119\u2013136. Springer, Heidelberg (2001). https:\/\/doi.org\/10.1007\/3-540-44586-2_9"},{"key":"41_CR7","doi-asserted-by":"crossref","unstructured":"Han, S., Ng, W.K., Philip, S.Y.: Privacy-preserving singular value decomposition. In: 2009 IEEE 25th International Conference on Data Engineering, pp. 1267\u20131270. IEEE (2009)","DOI":"10.1109\/ICDE.2009.217"},{"key":"41_CR8","doi-asserted-by":"crossref","unstructured":"Kim, S., Kim, J., Koo, D., Kim, Y., Yoon, H., Shin, J.: Efficient privacy-preserving matrix factorization via fully homomorphic encryption. In: Proceedings of the 11th ACM on Asia Conference on Computer and Communications Security, pp. 617\u2013628. ACM (2016)","DOI":"10.1145\/2897845.2897875"},{"key":"41_CR9","first-page":"20","volume":"7","author":"E Knorr","year":"2008","unstructured":"Knorr, E., Gruman, G.: What cloud computing really means. InfoWorld 7, 20 (2008)","journal-title":"InfoWorld"},{"issue":"8","key":"41_CR10","doi-asserted-by":"publisher","first-page":"30","DOI":"10.1109\/MC.2009.263","volume":"42","author":"Y Koren","year":"2009","unstructured":"Koren, Y., Bell, R., Volinsky, C.: Matrix factorization techniques for recommender systems. Computer 42(8), 30\u201337 (2009)","journal-title":"Computer"},{"key":"41_CR11","unstructured":"Liu, B., Tang, Q.: Privacy-preserving decentralised singular value decomposition. Cryptology ePrint Archive: 2019\/1346 (2019)"},{"key":"41_CR12","doi-asserted-by":"crossref","unstructured":"Nikolaenko, V., Ioannidis, S., Weinsberg, U., Joye, M., Taft, N., Boneh, D.: Privacy-preserving matrix factorization. In: Proceedings of the 2013 ACM SIGSAC Conference on Computer & Communications Security, pp. 801\u2013812. ACM (2013)","DOI":"10.1145\/2508859.2516751"},{"key":"41_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1007\/3-540-48910-X_16","volume-title":"Advances in Cryptology \u2014 EUROCRYPT \u201999","author":"P Paillier","year":"1999","unstructured":"Paillier, P.: Public-key cryptosystems based on composite degree residuosity classes. In: Stern, J. (ed.) EUROCRYPT 1999. LNCS, vol. 1592, pp. 223\u2013238. Springer, Heidelberg (1999). https:\/\/doi.org\/10.1007\/3-540-48910-X_16"},{"issue":"1","key":"41_CR14","first-page":"221","volume":"17","author":"HH Wu","year":"2009","unstructured":"Wu, H.H., Wu, S.: Various proofs of the Cauchy-Schwarz inequality. Octogon Math. Mag. 17(1), 221\u2013229 (2009)","journal-title":"Octogon Math. Mag."},{"issue":"5","key":"41_CR15","doi-asserted-by":"publisher","first-page":"1250","DOI":"10.1109\/JIOT.2017.2694844","volume":"4","author":"Y Yang","year":"2017","unstructured":"Yang, Y., Wu, L., Yin, G., Li, L., Zhao, H.: A survey on security and privacy issues in Internet-of-Things. IEEE Internet Things J. 4(5), 1250\u20131258 (2017)","journal-title":"IEEE Internet Things J."},{"issue":"2","key":"41_CR16","doi-asserted-by":"publisher","first-page":"136","DOI":"10.1109\/MWC.2015.7096296","volume":"22","author":"J Zhou","year":"2015","unstructured":"Zhou, J., Cao, Z., Dong, X., Lin, X.: Security and privacy in cloud-assisted wireless wearable communications: challenges, solutions, and future directions. IEEE Wirel. Commun. 22(2), 136\u2013144 (2015)","journal-title":"IEEE Wirel. Commun."},{"key":"41_CR17","doi-asserted-by":"crossref","unstructured":"Zhuo, G., Jia, Q., Guo, L., Li, M., Li, P.: Privacy-preserving verifiable data aggregation and analysis for cloud-assisted mobile crowdsourcing. In: IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer Communications, pp. 1\u20139. IEEE (2016)","DOI":"10.1109\/INFOCOM.2016.7524547"}],"container-title":["Lecture Notes in Computer Science","Information and Communications Security"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-41579-2_41","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,26]],"date-time":"2020-11-26T20:29:51Z","timestamp":1606422591000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-41579-2_41"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030415785","9783030415792"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-41579-2_41","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"18 February 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICICS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Information and Communications Security","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Beijing","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 December 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 December 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icics2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Easy Chair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"199","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"47","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"24% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"8","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}