{"id":"https://openalex.org/W4385763733","doi":"https://doi.org/10.1145/3599589.3599596","title":"Secure Image Retrieval Based on Deep Learning in Cloud Computing","display_name":"Secure Image Retrieval Based on Deep Learning in Cloud Computing","publication_year":2023,"publication_date":"2023-04-21","ids":{"openalex":"https://openalex.org/W4385763733","doi":"https://doi.org/10.1145/3599589.3599596"},"language":"en","primary_location":{"id":"doi:10.1145/3599589.3599596","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3599589.3599596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 8th International Conference on Multimedia and Image Processing","raw_type":"proceedings-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/A5048483627","display_name":"Sijie Li","orcid":"https://orcid.org/0009-0003-5984-9121"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sijie Li","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, China"],"raw_orcid":"https://orcid.org/0009-0003-5984-9121","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009985494","display_name":"Xiehua Li","orcid":"https://orcid.org/0000-0002-3958-9866"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiehua Li","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, China"],"raw_orcid":"https://orcid.org/0000-0002-3958-9866","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048483627"],"corresponding_institution_ids":["https://openalex.org/I16609230"],"apc_list":null,"apc_paid":null,"fwci":0.1177,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.39966328,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"40","last_page":"46"},"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":0.9947999715805054,"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":0.9947999715805054,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9812999963760376,"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9675999879837036,"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":0.8549540042877197},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7681220769882202},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.7115783095359802},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6320295929908752},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6089997291564941},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5925652980804443},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5405536890029907},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4976654350757599},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4423690140247345},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4335441589355469},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4217025339603424},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41812416911125183},{"id":"https://openalex.org/keywords/outsourcing","display_name":"Outsourcing","score":0.41694825887680054},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.40138232707977295},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1701124906539917},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1681675910949707}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8549540042877197},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7681220769882202},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.7115783095359802},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6320295929908752},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6089997291564941},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5925652980804443},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5405536890029907},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4976654350757599},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4423690140247345},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4335441589355469},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4217025339603424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41812416911125183},{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.41694825887680054},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.40138232707977295},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1701124906539917},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1681675910949707},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3599589.3599596","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3599589.3599596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 8th International Conference on Multimedia and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G8271725175","display_name":null,"funder_award_id":"92067104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1519321993","https://openalex.org/W1913628733","https://openalex.org/W1973393984","https://openalex.org/W1999551046","https://openalex.org/W2041480327","https://openalex.org/W2089468229","https://openalex.org/W2469486851","https://openalex.org/W2525788160","https://openalex.org/W2563363534","https://openalex.org/W2582843861","https://openalex.org/W2762479434","https://openalex.org/W2960243139","https://openalex.org/W2992107587","https://openalex.org/W2996932974","https://openalex.org/W3022522375","https://openalex.org/W3094198982"],"related_works":["https://openalex.org/W2358200898","https://openalex.org/W4231184955","https://openalex.org/W2325765407","https://openalex.org/W2788012436","https://openalex.org/W618293728","https://openalex.org/W2291845669","https://openalex.org/W200604156","https://openalex.org/W2374784346","https://openalex.org/W4286615217","https://openalex.org/W3125032676"],"abstract_inverted_index":{"The":[0,138],"rapid":[1],"growth":[2],"of":[3,13,20,132,135,140],"multimedia":[4],"data":[5],"and":[6,10,35,47,85,94,125,158,170],"the":[7,17,24,37,110,115,130,136,154,159],"limited":[8],"storage":[9],"computing":[11],"capacity":[12],"local":[14],"devices":[15],"motivate":[16],"outsourcing":[18],"service":[19],"cloud":[21,53,71],"storage.":[22],"For":[23],"outsourced":[25],"images,":[26],"users":[27],"usually":[28],"encrypt":[29],"them":[30,41],"to":[31,39,81,105,128],"protect":[32,129],"their":[33],"privacy":[34],"require":[36],"ability":[38],"retrieve":[40],"later.":[42],"Therefore,":[43],"how":[44],"effectively":[45],"managing":[46],"retrieving":[48],"massive":[49],"encrypted":[50,101],"images":[51],"in":[52],"servers":[54],"becomes":[55],"a":[56,64,76],"challenging":[57],"problem.":[58],"In":[59],"this":[60],"paper,":[61],"we":[62,74,98,113,149],"propose":[63],"deep":[65],"learning-based":[66],"image":[67,88,92,95,156,174],"retrieval":[68,107,168],"scheme":[69,142,164],"for":[70],"computing.":[72],"Firstly,":[73],"use":[75,114],"Convolutional":[77],"Neural":[78],"Network":[79],"(CNN)":[80],"extract":[82],"feature":[83],"descriptors":[84],"represent":[86],"each":[87],"as":[89],"two":[90,133],"parts:":[91],"category":[93],"feature.":[96],"Then,":[97],"construct":[99],"an":[100],"tree-based":[102],"index":[103],"structure":[104],"improve":[106],"efficiency.":[108],"At":[109],"same":[111],"time,":[112],"Learning":[116],"With":[117],"Errors":[118],"(LWE)-based":[119],"secure":[120],"k-Nearest":[121],"Neighbor":[122],"(kNN)":[123],"algorithm":[124],"random":[126],"matrix":[127],"security":[131,146],"parts":[134],"descriptors.":[137],"feasibility":[139],"our":[141,163],"is":[143],"proved":[144],"through":[145],"analysis.":[147],"Finally,":[148],"conduct":[150],"empirical":[151],"experiments":[152],"on":[153],"Caltech256":[155],"dataset,":[157],"results":[160],"show":[161],"that":[162],"can":[165],"achieve":[166],"high":[167],"efficiency":[169],"accuracy":[171],"while":[172],"ensuring":[173],"security.":[175]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}