{"id":"https://openalex.org/W2623856551","doi":"https://doi.org/10.1109/tpds.2017.2712148","title":"PIC: Enable Large-Scale Privacy Preserving Content-Based Image Search on Cloud","display_name":"PIC: Enable Large-Scale Privacy Preserving Content-Based Image Search on Cloud","publication_year":2017,"publication_date":"2017-06-05","ids":{"openalex":"https://openalex.org/W2623856551","doi":"https://doi.org/10.1109/tpds.2017.2712148","mag":"2623856551"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2017.2712148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2017.2712148","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100322320","display_name":"Lan Zhang","orcid":"https://orcid.org/0000-0003-1004-8588"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lan Zhang","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-1004-8588","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000818365","display_name":"Taeho Jung","orcid":"https://orcid.org/0000-0002-9082-0357"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taeho Jung","raw_affiliation_strings":["Department of Computer Science, Illinoise Institute of Technology, Chicago, IL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Illinoise Institute of Technology, Chicago, IL","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101510963","display_name":"Kebin Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kebin Liu","raw_affiliation_strings":["School of Software,Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software,Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100341802","display_name":"Xiang\u2010Yang Li","orcid":"https://orcid.org/0000-0002-6070-6625"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang-Yang Li","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074531806","display_name":"X. X. Ding","orcid":"https://orcid.org/0000-0002-2807-2597"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Ding","raw_affiliation_strings":["School of Software,Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software,Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091310860","display_name":"Jiaxi Gu","orcid":"https://orcid.org/0000-0002-6201-9503"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxi Gu","raw_affiliation_strings":["School of Computer Science and Technology, Northwestern Polytechnical University, Xi\u2019an, China","School of Computer Science and Technology, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Computer Science and Technology, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101877973","display_name":"Yunhao Liu","orcid":"https://orcid.org/0000-0001-8052-9200"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunhao Liu","raw_affiliation_strings":["School of Software,Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software,Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.796,"has_fulltext":false,"cited_by_count":111,"citation_normalized_percentile":{"value":0.94594489,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"28","issue":"11","first_page":"3258","last_page":"3271"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8800927400588989},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8682053089141846},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5715398192405701},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4898919463157654},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4825567603111267},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.46306532621383667},{"id":"https://openalex.org/keywords/access-control","display_name":"Access control","score":0.4341178238391876},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4164774715900421},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34289252758026123},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3108770251274109},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2211037278175354},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11943292617797852},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07206019759178162}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8800927400588989},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8682053089141846},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5715398192405701},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4898919463157654},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4825567603111267},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.46306532621383667},{"id":"https://openalex.org/C527821871","wikidata":"https://www.wikidata.org/wiki/Q228502","display_name":"Access control","level":2,"score":0.4341178238391876},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4164774715900421},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34289252758026123},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3108770251274109},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2211037278175354},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11943292617797852},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07206019759178162},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2017.2712148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2017.2712148","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G3930769006","display_name":null,"funder_award_id":"61625205","funder_id":"https://openalex.org/F4320334953","funder_display_name":"China National Funds for Distinguished Young Scientists"},{"id":"https://openalex.org/G4668038577","display_name":null,"funder_award_id":"NSF CMMI 1436786","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4812890907","display_name":null,"funder_award_id":"61502271","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5440922159","display_name":null,"funder_award_id":"61572281","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5814277799","display_name":null,"funder_award_id":"61520106007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5986824512","display_name":null,"funder_award_id":"QYZDY-SSW-JSC002","funder_id":"https://openalex.org/F4320337515","funder_display_name":"Center for Advanced Study, University of Illinois at Urbana-Champaign"},{"id":"https://openalex.org/G6252435106","display_name":null,"funder_award_id":"ECCS-1247944","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6658392175","display_name":null,"funder_award_id":"NSF CNS 1526638","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7912341454","display_name":null,"funder_award_id":"61472218","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334953","display_name":"China National Funds for Distinguished Young Scientists","ror":"https://ror.org/01pab2602"},{"id":"https://openalex.org/F4320337515","display_name":"Center for Advanced Study, University of Illinois at Urbana-Champaign","ror":"https://ror.org/047426m28"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W179458199","https://openalex.org/W1488338708","https://openalex.org/W1556531089","https://openalex.org/W1596208550","https://openalex.org/W1599667215","https://openalex.org/W1648971828","https://openalex.org/W1928483324","https://openalex.org/W1976101156","https://openalex.org/W1984971831","https://openalex.org/W1985570011","https://openalex.org/W2014707660","https://openalex.org/W2018337085","https://openalex.org/W2024988921","https://openalex.org/W2031533839","https://openalex.org/W2036169870","https://openalex.org/W2041861657","https://openalex.org/W2045403087","https://openalex.org/W2051834357","https://openalex.org/W2088866137","https://openalex.org/W2090714657","https://openalex.org/W2096554081","https://openalex.org/W2100538831","https://openalex.org/W2103958416","https://openalex.org/W2108072891","https://openalex.org/W2119605622","https://openalex.org/W2119728777","https://openalex.org/W2131846894","https://openalex.org/W2132257180","https://openalex.org/W2146828512","https://openalex.org/W2151103935","https://openalex.org/W2164131468","https://openalex.org/W2173213060","https://openalex.org/W2183529453","https://openalex.org/W2378756712","https://openalex.org/W2398360599","https://openalex.org/W2469486851","https://openalex.org/W2508120068","https://openalex.org/W2950274894","https://openalex.org/W3029635585","https://openalex.org/W6629194106","https://openalex.org/W6633472159","https://openalex.org/W6636914475","https://openalex.org/W6653922924","https://openalex.org/W6673351945","https://openalex.org/W6681352918","https://openalex.org/W6686184986","https://openalex.org/W6712397329"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W4205786897","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W3150465815","https://openalex.org/W1997222214","https://openalex.org/W2070395303","https://openalex.org/W3020139090","https://openalex.org/W2100170515"],"abstract_inverted_index":{"Many":[0],"cloud":[1,42,63,104],"platforms":[2,43],"emerge":[3],"to":[4,64,156,175],"meet":[5],"urgent":[6],"requirements":[7],"for":[8,47,61,166],"large-volume":[9],"personal":[10],"image":[11,48,78,111,129,195],"store,":[12],"sharing":[13],"and":[14,29,31,69,80,142,151,168,171,184,203],"search.":[15],"Though":[16],"most":[17],"would":[18],"agree":[19],"that":[20,190],"images":[21,53,122],"contain":[22],"rich":[23],"sensitive":[24],"information":[25],"(e.g.,":[26],"people,":[27],"location":[28],"event)":[30],"people's":[32],"privacy":[33,49,196],"concerns":[34],"hinder":[35],"their":[36],"participation":[37],"into":[38],"untrusted":[39],"services,":[40],"today's":[41],"provide":[44,107],"little":[45],"support":[46],"protection.":[50],"Facing":[51],"large-scale":[52,110],"from":[54],"multiple":[55],"users,":[56],"it":[57],"is":[58,99],"extremely":[59],"challenging":[60],"the":[62,66,77,128,133,140,149,153,178,194],"maintain":[65],"index":[67],"structure":[68],"schedule":[70],"parallel":[71,169],"computation":[72,170,202],"without":[73],"learning":[74],"anything":[75],"about":[76],"content":[79],"indices.":[81],"In":[82],"this":[83],"work,":[84],"we":[85,161],"introduce":[86,172],"a":[87,100,143,198],"novel":[88],"system":[89,95,164,186],"PIC:":[90],"A":[91],"Privacy-preserving":[92],"Image":[93],"search":[94,112,119,179],"on":[96,120],"Cloud,":[97],"which":[98,106],"step":[101],"towards":[102],"feasible":[103],"services":[105],"secure":[108],"content-based":[109],"with":[113,158],"fine-grained":[114],"access":[115],"control.":[116],"Users":[117],"can":[118,145],"others'":[121],"if":[123],"they":[124],"are":[125,137],"authorized":[126],"by":[127,139],"owners.":[130],"Majority":[131],"of":[132,201],"computationally":[134],"intensive":[135],"jobs":[136],"handled":[138],"cloud,":[141],"querier":[144],"now":[146],"simply":[147],"send":[148],"query":[150],"receive":[152],"result.":[154],"Specially,":[155],"deal":[157],"massive":[159],"images,":[160],"design":[162],"our":[163],"suitable":[165],"distributed":[167],"several":[173],"optimizations":[174],"further":[176],"expedite":[177],"process.":[180],"Our":[181],"security":[182],"analysis":[183],"prototype":[185],"evaluation":[187],"results":[188],"show":[189],"PIC":[191],"successfully":[192],"protects":[193],"at":[197],"low":[199],"cost":[200],"communication.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":10},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
