{"id":"https://openalex.org/W4361987102","doi":"https://doi.org/10.1109/access.2023.3263533","title":"Visual Object Detection for Privacy-Preserving Federated Learning","display_name":"Visual Object Detection for Privacy-Preserving Federated Learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4361987102","doi":"https://doi.org/10.1109/access.2023.3263533"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3263533","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3263533","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10089464.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10089464.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090272895","display_name":"Jing Zhang","orcid":"https://orcid.org/0000-0003-4039-3198"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I4210111163","display_name":"Shanghai Open University","ror":"https://ror.org/027r7gj11","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210111163"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Zhang","raw_affiliation_strings":["Shanghai Film Academy, Shanghai University, Shanghai, China","Shanghai Film Academy, Shanghai University, Shanghai, CHINA"],"affiliations":[{"raw_affiliation_string":"Shanghai Film Academy, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I4210111163","https://openalex.org/I113940042"]},{"raw_affiliation_string":"Shanghai Film Academy, Shanghai University, Shanghai, CHINA","institution_ids":["https://openalex.org/I4210111163","https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058680682","display_name":"Jiting Zhou","orcid":"https://orcid.org/0000-0001-7534-9993"},"institutions":[{"id":"https://openalex.org/I4210111163","display_name":"Shanghai Open University","ror":"https://ror.org/027r7gj11","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210111163"]},{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiting Zhou","raw_affiliation_strings":["Shanghai Film Academy, Shanghai University, Shanghai, China","Shanghai Film Academy, Shanghai University, Shanghai, CHINA"],"affiliations":[{"raw_affiliation_string":"Shanghai Film Academy, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I4210111163","https://openalex.org/I113940042"]},{"raw_affiliation_string":"Shanghai Film Academy, Shanghai University, Shanghai, CHINA","institution_ids":["https://openalex.org/I4210111163","https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102955991","display_name":"Jinyang Guo","orcid":"https://orcid.org/0000-0002-3132-3684"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyang Guo","raw_affiliation_strings":["School of Cyber Science and Engineering, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039877887","display_name":"Xiaohan Sun","orcid":"https://orcid.org/0000-0001-7908-5614"},"institutions":[{"id":"https://openalex.org/I4210111163","display_name":"Shanghai Open University","ror":"https://ror.org/027r7gj11","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210111163"]},{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohan Sun","raw_affiliation_strings":["Shanghai Film Academy, Shanghai University, Shanghai, China","Shanghai Film Academy, Shanghai University, Shanghai, CHINA"],"affiliations":[{"raw_affiliation_string":"Shanghai Film Academy, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I4210111163","https://openalex.org/I113940042"]},{"raw_affiliation_string":"Shanghai Film Academy, Shanghai University, Shanghai, CHINA","institution_ids":["https://openalex.org/I4210111163","https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090272895"],"corresponding_institution_ids":["https://openalex.org/I113940042","https://openalex.org/I4210111163"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.9774,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.92707324,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"33324","last_page":"33335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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/T10237","display_name":"Cryptography and Data Security","score":0.9950000047683716,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8290144205093384},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5846477746963501},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5057709217071533},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4828225076198578},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.45898473262786865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4171047806739807},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41021788120269775},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.33069849014282227},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.32307136058807373},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2364790439605713}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8290144205093384},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5846477746963501},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5057709217071533},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4828225076198578},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.45898473262786865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4171047806739807},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41021788120269775},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33069849014282227},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.32307136058807373},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2364790439605713}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3263533","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3263533","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10089464.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:da7f04b25d714e419016aa3dd6e00faa","is_oa":true,"landing_page_url":"https://doaj.org/article/da7f04b25d714e419016aa3dd6e00faa","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 33324-33335 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3263533","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3263533","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10089464.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7400000095367432,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320325553","display_name":"Shanghai University","ror":"https://ror.org/006teas31"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4361987102.pdf","grobid_xml":"https://content.openalex.org/works/W4361987102.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1844512392","https://openalex.org/W2109426455","https://openalex.org/W2186094539","https://openalex.org/W2473418344","https://openalex.org/W2594311007","https://openalex.org/W2912213068","https://openalex.org/W2930926105","https://openalex.org/W2951832089","https://openalex.org/W2963378725","https://openalex.org/W2984693664","https://openalex.org/W2990700079","https://openalex.org/W2995022099","https://openalex.org/W2995871203","https://openalex.org/W3014517104","https://openalex.org/W3016632787","https://openalex.org/W3027749727","https://openalex.org/W3087391814","https://openalex.org/W3088309363","https://openalex.org/W3091476023","https://openalex.org/W3097745543","https://openalex.org/W3103245149","https://openalex.org/W3106378891","https://openalex.org/W3109695251","https://openalex.org/W3111419317","https://openalex.org/W3116386889","https://openalex.org/W3120721446","https://openalex.org/W3127000387","https://openalex.org/W3156173029","https://openalex.org/W3163893137","https://openalex.org/W3176582776","https://openalex.org/W3198908542","https://openalex.org/W4206724648","https://openalex.org/W4210632288","https://openalex.org/W4210968720","https://openalex.org/W4280550812","https://openalex.org/W4293584584","https://openalex.org/W4296663430","https://openalex.org/W4298221930","https://openalex.org/W4386076325","https://openalex.org/W6638711193","https://openalex.org/W6728757088","https://openalex.org/W6743821447","https://openalex.org/W6746720608","https://openalex.org/W6748786018","https://openalex.org/W6750227808","https://openalex.org/W6752346538","https://openalex.org/W6762803017","https://openalex.org/W6770634426","https://openalex.org/W6849520326"],"related_works":["https://openalex.org/W4292830139","https://openalex.org/W4319309705","https://openalex.org/W2584827882","https://openalex.org/W3195097297","https://openalex.org/W3038106605","https://openalex.org/W2513267613","https://openalex.org/W3049084372","https://openalex.org/W2528109871","https://openalex.org/W4225340788","https://openalex.org/W4318485713"],"abstract_inverted_index":{"Visual":[0],"object":[1,24,66,142,189],"detection":[2,25,67,143,190],"is":[3,18,40,151],"a":[4,59,99,104,117,158,186,198],"computer":[5],"vision":[6],"technique":[7],"based":[8],"on":[9,32,169],"deep":[10],"learning.":[11,87],"However,":[12],"due":[13],"to":[14,21,28,44,107,129,162],"privacy":[15,172,194],"issues,":[16],"it":[17],"highly":[19],"challenging":[20],"build":[22],"an":[23,41,95],"model":[26,77,131,191],"according":[27],"the":[29,33,46,70,89,109,141,146,175],"current":[30],"methods":[31],"centrally":[34],"stored":[35],"training":[36,49],"dataset.":[37],"Federated":[38],"learning":[39,62],"effective":[42],"approach":[43],"solving":[45],"challenge":[47],"of":[48,72,75,103,112,148],"data":[50],"collection":[51],"by":[52],"using":[53],"distributed":[54],"training.":[55],"We":[56,115,155],"propose":[57,157],"FedVisionBC,":[58],"blockchain-based":[60],"federated":[61,86],"system":[63],"for":[64],"visual":[65,188],"that":[68,120,137,182],"addresses":[69],"challenges":[71],"single":[73,110],"point":[74,111],"failure,":[76],"poisoning":[78,132],"attacks,":[79,166],"and":[80,98,126,174],"membership":[81,164],"inference":[82,165],"attacks":[83],"in":[84,201],"traditional":[85],"In":[88],"FedVisionBC":[90,138],"system,":[91],"we":[92],"set":[93],"up":[94],"aggregation":[96],"node":[97,101],"verification":[100,124],"instead":[102],"central":[105],"server":[106],"solve":[108],"failure":[113],"problem.":[114],"establish":[116],"security":[118],"mechanism":[119],"uses":[121],"encryption":[122],"techniques,":[123],"nodes,":[125],"smart":[127],"contracts":[128],"resist":[130],"attacks.":[133],"Experimental":[134,179],"results":[135,180],"show":[136],"can":[139,184],"accomplish":[140],"task":[144],"when":[145],"percentage":[147],"malicious":[149],"clients":[150],"less":[152],"than":[153],"60%.":[154],"also":[156],"new":[159],"algorithm,":[160],"ADPFedAvg,":[161],"prevent":[163],"which":[167],"relies":[168],"user-level":[170],"differential":[171,193],"technology":[173],"federal":[176],"average":[177],"algorithm.":[178],"indicate":[181],"ADPFedAvg":[183],"achieve":[185],"large-scale":[187],"with":[192],"protection,":[195],"while":[196],"only":[197],"negligible":[199],"cost":[200],"predictive":[202],"accuracy.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4}],"updated_date":"2026-02-24T08:05:00.420983","created_date":"2025-10-10T00:00:00"}
