{"id":"https://openalex.org/W4324044714","doi":"https://doi.org/10.1080/09540091.2023.2186315","title":"A data sharing method for remote medical system based on federated distillation learning and consortium blockchain","display_name":"A data sharing method for remote medical system based on federated distillation learning and consortium blockchain","publication_year":2023,"publication_date":"2023-03-13","ids":{"openalex":"https://openalex.org/W4324044714","doi":"https://doi.org/10.1080/09540091.2023.2186315"},"language":"en","primary_location":{"id":"doi:10.1080/09540091.2023.2186315","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2023.2186315","pdf_url":null,"source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1080/09540091.2023.2186315","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042465948","display_name":"Ning Li","orcid":"https://orcid.org/0000-0002-4817-0020"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Li","raw_affiliation_strings":["School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, People\u2019s Republic of China","School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I20942203"]},{"raw_affiliation_string":"School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, People's Republic of China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101908749","display_name":"Ruijie Zhang","orcid":"https://orcid.org/0000-0001-7894-8705"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruijie Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, People\u2019s Republic of China","School of Computer Science and Technology, Hainan University, Haikou, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I20942203"]},{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, People's Republic of China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075717462","display_name":"Chengyu Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengyu Zhu","raw_affiliation_strings":["School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, People\u2019s Republic of China","School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I20942203"]},{"raw_affiliation_string":"School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, People's Republic of China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084652886","display_name":"Wei Ou","orcid":"https://orcid.org/0000-0002-3230-7563"},"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/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]},{"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":"Wei Ou","raw_affiliation_strings":["School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, People\u2019s Republic of China","State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, People\u2019s Republic of China","School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, People's Republic of China","State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I20942203"]},{"raw_affiliation_string":"State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, People's Republic of China","institution_ids":["https://openalex.org/I20942203"]},{"raw_affiliation_string":"State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013350223","display_name":"Wenbao Han","orcid":"https://orcid.org/0000-0001-8955-8489"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbao Han","raw_affiliation_strings":["School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, People\u2019s Republic of China","School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I20942203"]},{"raw_affiliation_string":"School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, People's Republic of China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007979460","display_name":"Qionglu Zhang","orcid":"https://orcid.org/0000-0002-0927-0678"},"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":"Qionglu Zhang","raw_affiliation_strings":["State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, People\u2019s Republic of China","State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5084652886"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I20942203","https://openalex.org/I4210156404"],"apc_list":{"value":1270,"currency":"USD","value_usd":1270},"apc_paid":{"value":1270,"currency":"USD","value_usd":1270},"fwci":0.8718,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77826266,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"35","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7889574766159058},{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.7191375494003296},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.6684097051620483},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.596204936504364},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.5768380761146545},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5634558200836182},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.48335665464401245},{"id":"https://openalex.org/keywords/reputation-system","display_name":"Reputation system","score":0.4575797915458679}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7889574766159058},{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.7191375494003296},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.6684097051620483},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.596204936504364},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.5768380761146545},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5634558200836182},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.48335665464401245},{"id":"https://openalex.org/C2781218421","wikidata":"https://www.wikidata.org/wiki/Q2892532","display_name":"Reputation system","level":3,"score":0.4575797915458679},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/09540091.2023.2186315","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2023.2186315","pdf_url":null,"source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:30ac5842984046648a1f7d2248736aa5","is_oa":true,"landing_page_url":"https://doaj.org/article/30ac5842984046648a1f7d2248736aa5","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":"Connection Science, Vol 35, Iss 1 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/09540091.2023.2186315","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2023.2186315","pdf_url":null,"source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G4149786333","display_name":null,"funder_award_id":"KYQD(ZR)-21075","funder_id":"https://openalex.org/F4320323370","funder_display_name":"Hainan University"},{"id":"https://openalex.org/G4725203037","display_name":null,"funder_award_id":"621RC508","funder_id":"https://openalex.org/F4320322866","funder_display_name":"Natural Science Foundation of Hainan Province"}],"funders":[{"id":"https://openalex.org/F4320322866","display_name":"Natural Science Foundation of Hainan Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323370","display_name":"Hainan University","ror":"https://ror.org/03q648j11"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2026653933","https://openalex.org/W2194775991","https://openalex.org/W2591882872","https://openalex.org/W2886444620","https://openalex.org/W2900120080","https://openalex.org/W2946008609","https://openalex.org/W2962898354","https://openalex.org/W2974429275","https://openalex.org/W2980216952","https://openalex.org/W2998732348","https://openalex.org/W3006655855","https://openalex.org/W3013277995","https://openalex.org/W3013564598","https://openalex.org/W3013860853","https://openalex.org/W3035453001","https://openalex.org/W3036772957","https://openalex.org/W3041631353","https://openalex.org/W3047095708","https://openalex.org/W3049614402","https://openalex.org/W3088474295","https://openalex.org/W3090984959","https://openalex.org/W3131804642","https://openalex.org/W3135057764","https://openalex.org/W3163893137","https://openalex.org/W3167424384","https://openalex.org/W3169682907","https://openalex.org/W3189313199","https://openalex.org/W3203735593","https://openalex.org/W3206466389","https://openalex.org/W3207001064","https://openalex.org/W3215194618","https://openalex.org/W4205376624","https://openalex.org/W4225576041","https://openalex.org/W4226142397","https://openalex.org/W4280509474","https://openalex.org/W4281485033","https://openalex.org/W4282923351","https://openalex.org/W4285048701","https://openalex.org/W4293019485","https://openalex.org/W4295242256","https://openalex.org/W4297845793","https://openalex.org/W4300127641","https://openalex.org/W4312592506","https://openalex.org/W4318619660"],"related_works":["https://openalex.org/W2366585198","https://openalex.org/W3216065934","https://openalex.org/W2294042815","https://openalex.org/W2157328853","https://openalex.org/W2517839752","https://openalex.org/W1986034399","https://openalex.org/W126629215","https://openalex.org/W2780022989","https://openalex.org/W2946007437","https://openalex.org/W2142891234"],"abstract_inverted_index":{"With":[0],"the":[1,11,31,155,166,171],"development":[2],"of":[3,6,33,69,135,173],"Medical":[4],"Internet":[5],"Things":[7],"(MIoT)":[8],"technology":[9],"and":[10,44,61,87,107,128,132,144,154,162],"global":[12],"COVID-19":[13,142],"pandemic,":[14],"hospitals":[15],"gain":[16],"access":[17],"to":[18,57,75,84,97,109,123],"patients\u2019":[19],"health":[20,50],"data":[21,35,51,111],"from":[22],"remote":[23,37,114],"wearable":[24],"medical":[25,38,115],"equipment.":[26],"Federated":[27],"learning":[28],"(FL)":[29],"addresses":[30],"difficulty":[32],"sharing":[34,112],"in":[36,53,113,137],"systems.":[39],"However,":[40],"some":[41],"key":[42],"issues":[43],"challenges":[45],"persist,":[46],"such":[47],"as":[48],"heterogeneous":[49],"stored":[52],"hospitals,":[54],"which":[55,94],"leads":[56],"high":[58],"communication":[59,152],"cost":[60],"low":[62],"model":[63],"accuracy.":[64],"There":[65],"are":[66],"many":[67],"approaches":[68],"federated":[70],"distillation":[71],"(FD)":[72],"methods":[73],"used":[74],"solve":[76,110],"these":[77],"problems,":[78],"but":[79],"FD":[80,106,136],"is":[81,95,157],"very":[82],"vulnerable":[83],"poisoning":[85,126,174],"attacks":[86,127],"requires":[88],"a":[89],"centralised":[90],"server":[91],"for":[92],"aggregation,":[93],"prone":[96],"single-node":[98],"failure.":[99],"To":[100],"tackle":[101],"this":[102],"issue,":[103],"we":[104],"combine":[105],"blockchain":[108],"system":[116],"called":[117],"FedRMD.":[118],"FedRMD":[119],"use":[120],"reputation":[121,130,167],"incentive":[122,168],"defend":[124],"against":[125],"store":[129],"values":[131],"soft":[133],"labels":[134],"Hyperledger":[138],"Fabric.":[139],"Experimenting":[140],"on":[141],"radiography":[143],"COVID-Chestxray":[145],"datasets":[146],"shows":[147],"our":[148],"method":[149],"can":[150,169],"reduce":[151,170],"cost,":[153],"performance":[156],"higher":[158],"than":[159],"FedAvg,":[160],"FedDF,":[161],"FedGen.":[163],"In":[164],"addition,":[165],"impact":[172],"attacks.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
