{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,23]],"date-time":"2026-02-23T14:42:26Z","timestamp":1771857746614,"version":"3.50.1"},"reference-count":34,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2017,5,1]],"date-time":"2017-05-01T00:00:00Z","timestamp":1493596800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61272043"],"award-info":[{"award-number":["61272043"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61472464"],"award-info":[{"award-number":["61472464"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61502399"],"award-info":[{"award-number":["61502399"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61572089"],"award-info":[{"award-number":["61572089"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005230","name":"Natural Science Foundation of Chongqing","doi-asserted-by":"publisher","award":["cstc2012jjA40017"],"award-info":[{"award-number":["cstc2012jjA40017"]}],"id":[{"id":"10.13039\/501100005230","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005230","name":"Natural Science Foundation of Chongqing","doi-asserted-by":"publisher","award":["cstc2013jcyjA40017"],"award-info":[{"award-number":["cstc2013jcyjA40017"]}],"id":[{"id":"10.13039\/501100005230","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005230","name":"Natural Science Foundation of Chongqing","doi-asserted-by":"publisher","award":["cstc2013jjB40009"],"award-info":[{"award-number":["cstc2013jjB40009"]}],"id":[{"id":"10.13039\/501100005230","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005230","name":"Natural Science Foundation of Chongqing","doi-asserted-by":"publisher","award":["cstc2015jcyjA40039"],"award-info":[{"award-number":["cstc2015jcyjA40039"]}],"id":[{"id":"10.13039\/501100005230","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Information Sciences"],"published-print":{"date-parts":[[2017,5]]},"DOI":"10.1016\/j.ins.2016.09.045","type":"journal-article","created":{"date-parts":[[2016,9,19]],"date-time":"2016-09-19T17:33:42Z","timestamp":1474306422000},"page":"132-145","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":56,"special_numbering":"C","title":["A Compressive Sensing based privacy preserving outsourcing of image storage and identity authentication service in cloud"],"prefix":"10.1016","volume":"387","author":[{"given":"Guiqiang","family":"Hu","sequence":"first","affiliation":[]},{"given":"Di","family":"Xiao","sequence":"additional","affiliation":[]},{"given":"Tao","family":"Xiang","sequence":"additional","affiliation":[]},{"given":"Sen","family":"Bai","sequence":"additional","affiliation":[]},{"given":"Yushu","family":"Zhang","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.ins.2016.09.045_bib0001","series-title":"Proceedings of the twentieth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems","first-page":"274","article-title":"Database-friendly random projections","author":"Achlioptas","year":"2001"},{"key":"10.1016\/j.ins.2016.09.045_bib0002","doi-asserted-by":"crossref","first-page":"357","DOI":"10.1016\/j.ins.2015.01.025","article-title":"Security in cloud computing: opportunities and challenges","volume":"305","author":"Ali","year":"2015","journal-title":"Inf. Sci."},{"key":"10.1016\/j.ins.2016.09.045_bib0003","first-page":"1","article-title":"Security guidance for critical areas of focus in cloud computing","volume":"2","author":"Archer","year":"2009","journal-title":"Cloud Security Alliance"},{"issue":"9","key":"10.1016\/j.ins.2016.09.045_bib0004","doi-asserted-by":"crossref","first-page":"589","DOI":"10.1016\/j.crma.2008.03.014","article-title":"The restricted isometry property and its implications for compressed sensing","volume":"346","author":"Cand\u00e8s","year":"2008","journal-title":"Comptes Rendus Mathematique"},{"issue":"2","key":"10.1016\/j.ins.2016.09.045_bib0005","doi-asserted-by":"crossref","first-page":"489","DOI":"10.1109\/TIT.2005.862083","article-title":"Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information","volume":"52","author":"Cand\u00e8s","year":"2006","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"12","key":"10.1016\/j.ins.2016.09.045_bib0006","doi-asserted-by":"crossref","first-page":"4203","DOI":"10.1109\/TIT.2005.858979","article-title":"Decoding by linear programming","volume":"51","author":"Candes","year":"2005","journal-title":"IEEE Trans. Inf. Theory"},{"key":"10.1016\/j.ins.2016.09.045_bib0007","series-title":"Proceedings of the international congress of mathematicians","first-page":"1433","article-title":"Compressive sampling","volume":"vol. 3","author":"Cand\u00e8s","year":"2006"},{"issue":"3","key":"10.1016\/j.ins.2016.09.045_bib0008","doi-asserted-by":"crossref","first-page":"2141","DOI":"10.1016\/j.jpdc.2013.11.007","article-title":"Privacy-preserving and verifiable protocols for scientific computation outsourcing to the cloud","volume":"74","author":"Chen","year":"2014","journal-title":"J. Parallel Distrib. Comput."},{"issue":"2","key":"10.1016\/j.ins.2016.09.045_bib0009","doi-asserted-by":"crossref","first-page":"445","DOI":"10.1109\/JSTSP.2009.2039178","article-title":"Signal processing with compressive measurements","volume":"4","author":"Davenport","year":"2010","journal-title":"IEEE J. Selected Top. Sig. Process."},{"key":"10.1016\/j.ins.2016.09.045_bib0010","series-title":"Signals, Systems and Computers, 2009 Conference Record of the Forty-Third Asilomar Conference on","first-page":"109","article-title":"Compact storage of correlated data for content based retrieval","author":"Divekar","year":"2009"},{"issue":"4","key":"10.1016\/j.ins.2016.09.045_bib0011","doi-asserted-by":"crossref","first-page":"1289","DOI":"10.1109\/TIT.2006.871582","article-title":"Compressed sensing","volume":"52","author":"Donoho","year":"2006","journal-title":"IEEE Trans. Inf. Theory"},{"key":"10.1016\/j.ins.2016.09.045_bib0012","doi-asserted-by":"crossref","first-page":"198","DOI":"10.1016\/j.ins.2013.10.006","article-title":"Dividing secrets to secure data outsourcing","volume":"263","author":"Emekci","year":"2014","journal-title":"Inf. Sci."},{"issue":"4","key":"10.1016\/j.ins.2016.09.045_bib0013","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1016\/j.ipl.2015.11.010","article-title":"Introducing the counter mode of operation to compressed sensing based encryption","volume":"116","author":"Fay","year":"2016","journal-title":"Inf. Process. Lett."},{"issue":"06","key":"10.1016\/j.ins.2016.09.045_bib0014","doi-asserted-by":"crossref","first-page":"1259","DOI":"10.1142\/S021812749800098X","article-title":"Symmetric ciphers based on two-dimensional chaotic maps","volume":"8","author":"Fridrich","year":"1998","journal-title":"Int. J. Bifurcation Chaos"},{"key":"10.1016\/j.ins.2016.09.045_bib0015","series-title":"Computers and Intractability","volume":"vol. 29","author":"Garey","year":"2002"},{"key":"10.1016\/j.ins.2016.09.045_bib0016","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1016\/j.ins.2014.05.014","article-title":"Achieving security, robust cheating resistance, and high-efficiency for outsourcing large matrix multiplication computation to a malicious cloud","volume":"280","author":"Lei","year":"2014","journal-title":"Inf. Sci."},{"issue":"1","key":"10.1016\/j.ins.2016.09.045_sbref0017","article-title":"Outsourcing large matrix inversion computation to a public cloud","volume":"1","author":"Lei","year":"2013","journal-title":"IEEE Trans. Cloud Comput."},{"issue":"1","key":"10.1016\/j.ins.2016.09.045_bib0018","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1109\/TKDE.2006.14","article-title":"Random projection-based multiplicative data perturbation for privacy preserving distributed data mining","volume":"18","author":"Liu","year":"2006","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"10.1016\/j.ins.2016.09.045_bib0019","doi-asserted-by":"crossref","first-page":"434","DOI":"10.1016\/j.ins.2013.05.003","article-title":"Architecture and protocol for intercloud communication","volume":"258","author":"Lloret","year":"2014","journal-title":"Inf. Sci."},{"key":"10.1016\/j.ins.2016.09.045_sbref0020","volume":"54","author":"Mosek","year":"2010","journal-title":"The mosek optimization software"},{"key":"10.1016\/j.ins.2016.09.045_bib0021","series-title":"Military Communications Conference, 2008. MILCOM 2008.","first-page":"1","article-title":"On the security and robustness of encryption via compressed sensing","author":"Orsdemir","year":"2008"},{"key":"10.1016\/j.ins.2016.09.045_bib0022","series-title":"Advances in Cryptology EUROCRYPT 99","first-page":"223","article-title":"Public-key cryptosystems based on composite degree residuosity classes","author":"Paillier","year":"1999"},{"key":"10.1016\/j.ins.2016.09.045_bib0023","series-title":"2008 46th Annual Allerton Conference on, Communication, Control, and Computing","first-page":"813","article-title":"The secrecy of compressed sensing measurements","author":"Rachlin","year":"2008"},{"issue":"4","key":"10.1016\/j.ins.2016.09.045_bib0024","doi-asserted-by":"crossref","first-page":"656","DOI":"10.1002\/j.1538-7305.1949.tb00928.x","article-title":"Communication theory of secrecy systems*","volume":"28","author":"Shannon","year":"1949","journal-title":"Bell Syst. Tech. J."},{"issue":"1","key":"10.1016\/j.ins.2016.09.045_bib0025","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1145\/584091.584093","article-title":"A mathematical theory of communication","volume":"5","author":"Shannon","year":"2001","journal-title":"ACM SIGMOBILE Mob. Comput. Commun. Rev."},{"key":"10.1016\/j.ins.2016.09.045_bib0026","series-title":"2011 Proceedings IEEE, INFOCOM","first-page":"820","article-title":"Secure and practical outsourcing of linear programming in cloud computing","author":"Wang","year":"2011"},{"issue":"1","key":"10.1016\/j.ins.2016.09.045_bib0027","doi-asserted-by":"crossref","first-page":"166","DOI":"10.1109\/TETC.2013.2273797","article-title":"Privacy-assured outsourcing of image reconstruction service in cloud","volume":"1","author":"Wang","year":"2013","journal-title":"IEEE Trans. Emerg. Top. Comput."},{"key":"10.1016\/j.ins.2016.09.045_bib0028","series-title":"IEEE INFOCOM 2014-IEEE Conference on Computer Communications","first-page":"2130","article-title":"A privacy-aware cloud-assisted healthcare monitoring system via compressive sensing","author":"Wang","year":"2014"},{"key":"10.1016\/j.ins.2016.09.045_bib0029","series-title":"2014 IEEE International Conference on Multimedia and Expo (ICME)","first-page":"1","article-title":"Compressive sensing based secure multiparty privacy preserving framework for collaborative data-mining and signal processing","author":"Wang","year":"2014"},{"key":"10.1016\/j.ins.2016.09.045_bib0030","doi-asserted-by":"crossref","first-page":"371","DOI":"10.1016\/j.ins.2013.04.028","article-title":"Security and privacy for storage and computation in cloud computing","volume":"258","author":"Wei","year":"2014","journal-title":"Inf. Sci."},{"issue":"11","key":"10.1016\/j.ins.2016.09.045_bib0031","doi-asserted-by":"crossref","first-page":"1534","DOI":"10.1109\/83.799882","article-title":"A statistical watermark detection technique without using original images for resolving rightful ownerships of digital images","volume":"8","author":"Zeng","year":"1999","journal-title":"IEEE Trans. Image Process."},{"key":"10.1016\/j.ins.2016.09.045_bib0032","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1016\/j.ins.2014.07.017","article-title":"Efficient computation outsourcing for inverting a class of homomorphic functions","volume":"286","author":"Zhang","year":"2014","journal-title":"Inf. Sci."},{"issue":"9","key":"10.1016\/j.ins.2016.09.045_bib0033","doi-asserted-by":"crossref","first-page":"1720","DOI":"10.1109\/TMM.2016.2581593","article-title":"Bi-level protected compressive sampling","volume":"18","author":"Zhang","year":"2016","journal-title":"IEEE Trans. Multimedia"},{"issue":"99","key":"10.1016\/j.ins.2016.09.045_sbref0033","article-title":"A review of compressive sensing in information security field","volume":"PP","author":"Zhang","year":"2016","journal-title":"IEEE Access"}],"container-title":["Information Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0020025516309628?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0020025516309628?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2018,9,8]],"date-time":"2018-09-08T09:01:59Z","timestamp":1536397319000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0020025516309628"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5]]},"references-count":34,"alternative-id":["S0020025516309628"],"URL":"https:\/\/doi.org\/10.1016\/j.ins.2016.09.045","relation":{},"ISSN":["0020-0255"],"issn-type":[{"value":"0020-0255","type":"print"}],"subject":[],"published":{"date-parts":[[2017,5]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"A Compressive Sensing based privacy preserving outsourcing of image storage and identity authentication service in cloud","name":"articletitle","label":"Article Title"},{"value":"Information Sciences","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.ins.2016.09.045","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2016 Elsevier Inc. All rights reserved.","name":"copyright","label":"Copyright"}]}}