{"id":"https://openalex.org/W4399418876","doi":"https://doi.org/10.1145/3652583.3658099","title":"ELSEIR: A Privacy-Preserving Large-Scale Image Retrieval Framework for Outsourced Data Sharing","display_name":"ELSEIR: A Privacy-Preserving Large-Scale Image Retrieval Framework for Outsourced Data Sharing","publication_year":2024,"publication_date":"2024-05-30","ids":{"openalex":"https://openalex.org/W4399418876","doi":"https://doi.org/10.1145/3652583.3658099"},"language":"en","primary_location":{"id":"doi:10.1145/3652583.3658099","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3652583.3658099","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3652583.3658099","source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3652583.3658099","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008698274","display_name":"Zixin Tang","orcid":"https://orcid.org/0009-0007-8967-7489"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zixin Tang","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0007-8967-7489","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040867646","display_name":"Haihui Fan","orcid":"https://orcid.org/0000-0002-4366-9121"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haihui Fan","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4366-9121","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024344221","display_name":"Xiaoyan Gu","orcid":"https://orcid.org/0000-0003-0673-0058"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Gu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0673-0058","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034622322","display_name":"Yang Li","orcid":"https://orcid.org/0000-0002-0749-0028"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Li","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0749-0028","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374360","display_name":"Bo Li","orcid":"https://orcid.org/0000-0001-6709-0942"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Li","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6709-0942","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092460851","display_name":"Xin Wang","orcid":"https://orcid.org/0009-0005-4909-2369"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Wang","raw_affiliation_strings":["China Mobile Information Technology Center, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0005-4909-2369","affiliations":[{"raw_affiliation_string":"China Mobile Information Technology Center, Shenzhen, China","institution_ids":["https://openalex.org/I180662265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5008698274"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"],"apc_list":null,"apc_paid":null,"fwci":1.6665,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.84820557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"488","last_page":"496"},"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":0.994700014591217,"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":0.994700014591217,"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":0.9914000034332275,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9797999858856201,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8645027279853821},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.6426103115081787},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.5615649223327637},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.5557389855384827},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5189294815063477},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5061065554618835},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4717981219291687},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4505692720413208},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.42321914434432983},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3862202763557434},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.251802921295166},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15233296155929565}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8645027279853821},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.6426103115081787},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.5615649223327637},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.5557389855384827},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5189294815063477},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5061065554618835},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4717981219291687},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4505692720413208},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.42321914434432983},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3862202763557434},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.251802921295166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15233296155929565},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3652583.3658099","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3652583.3658099","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3652583.3658099","source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3652583.3658099","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3652583.3658099","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3652583.3658099","source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399418876.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1519321993","https://openalex.org/W1557833142","https://openalex.org/W1861492603","https://openalex.org/W1873763122","https://openalex.org/W1973393984","https://openalex.org/W1976101156","https://openalex.org/W1999551046","https://openalex.org/W2041480327","https://openalex.org/W2108598243","https://openalex.org/W2132201434","https://openalex.org/W2135074106","https://openalex.org/W2469486851","https://openalex.org/W2563363534","https://openalex.org/W2582843861","https://openalex.org/W2623856551","https://openalex.org/W2762479434","https://openalex.org/W2902688432","https://openalex.org/W2920782418","https://openalex.org/W2951457746","https://openalex.org/W3022522375","https://openalex.org/W3035965352","https://openalex.org/W3094198982","https://openalex.org/W3099878876","https://openalex.org/W4205228770","https://openalex.org/W4210879831"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2734500670","https://openalex.org/W2558166297","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W1751413323","https://openalex.org/W2571704763","https://openalex.org/W4315488958"],"abstract_inverted_index":{"Privacy-preserving":[0],"content-based":[1],"image":[2,39,70],"retrieval":[3,40,163],"aims":[4],"to":[5,37,96,110,113,151],"safeguard":[6],"the":[7,107,111,118,152],"security":[8,134],"of":[9,161],"outsourced":[10,59,132],"private":[11],"images":[12],"while":[13,155],"maintaining":[14],"their":[15],"searchability.":[16],"However,":[17],"existing":[18,157],"schemes":[19],"encounter":[20],"challenges":[21],"in":[22,35,41,159],"striking":[23],"a":[24,49,65],"balance":[25],"between":[26],"security,":[27],"accuracy,":[28],"and":[29,92,135,165],"efficiency,":[30],"as":[31,33],"well":[32],"difficulties":[34],"scaling":[36],"large-scale":[38],"multi-user":[42,103],"settings.":[43],"In":[44,101,121],"this":[45],"paper,":[46],"we":[47,76,105,123],"propose":[48],"novel":[50],"Efficient":[51],"Large-Scale":[52],"Encrypted":[53],"Image":[54],"Retrieval":[55],"(ELSEIR)":[56],"framework":[57],"for":[58,69,89],"data":[60,99,133],"sharing.":[61],"We":[62],"first":[63],"utilize":[64],"deep":[66],"hashing":[67],"model":[68],"feature":[71],"extraction.":[72],"Building":[73],"upon":[74],"this,":[75],"design":[77],"an":[78],"irreversible":[79],"random":[80],"hash":[81],"code":[82],"generation":[83],"method":[84],"that":[85,127,145],"incorporates":[86],"permutation":[87],"keys":[88,109],"personalized":[90],"access":[91],"integrates":[93],"differential":[94],"privacy":[95],"further":[97],"enhance":[98],"security.":[100],"our":[102,128,146],"implementation,":[104],"distribute":[106],"switch":[108],"cloud":[112],"standardize":[114],"each":[115],"key,":[116],"enabling":[117],"accurate":[119],"search.":[120],"addition,":[122],"have":[124],"theoretically":[125],"proven":[126],"ELSEIR":[129,147],"guarantees":[130],"both":[131,162],"query":[136],"user":[137],"privacy.":[138],"Extensive":[139],"experiments":[140],"on":[141],"real-world":[142],"datasets":[143],"demonstrate":[144],"yields":[148],"comparable":[149],"accuracy":[150,164],"unprotected":[153],"baseline":[154],"outperforming":[156],"methods":[158],"terms":[160],"efficiency.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}