{"id":"https://openalex.org/W4287854964","doi":"https://doi.org/10.1109/mnet.115.2200014","title":"Blockchain Assisted Federated Learning for Enabling Network Edge Intelligence","display_name":"Blockchain Assisted Federated Learning for Enabling Network Edge Intelligence","publication_year":2022,"publication_date":"2022-07-25","ids":{"openalex":"https://openalex.org/W4287854964","doi":"https://doi.org/10.1109/mnet.115.2200014"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.115.2200014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.115.2200014","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","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/A5101722015","display_name":"Yunxiang Wang","orcid":"https://orcid.org/0000-0002-9286-1881"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunxiang Wang","raw_affiliation_strings":["Xihua University,China","Xihua University, China"],"affiliations":[{"raw_affiliation_string":"Xihua University,China","institution_ids":["https://openalex.org/I102345215"]},{"raw_affiliation_string":"Xihua University, China","institution_ids":["https://openalex.org/I102345215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030171773","display_name":"Jianhong Zhou","orcid":"https://orcid.org/0000-0002-3422-9327"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhong Zhou","raw_affiliation_strings":["Xihua University and National Key Laboratory of Science and Technology on Communications,China","Xihua University and National Key Laboratory of Science and Technology on Communications, China"],"affiliations":[{"raw_affiliation_string":"Xihua University and National Key Laboratory of Science and Technology on Communications,China","institution_ids":["https://openalex.org/I102345215"]},{"raw_affiliation_string":"Xihua University and National Key Laboratory of Science and Technology on Communications, China","institution_ids":["https://openalex.org/I102345215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086335553","display_name":"Gang Feng","orcid":"https://orcid.org/0000-0002-2512-2392"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Feng","raw_affiliation_strings":["University of Electronic Science and Technology of China,China","University of Electronic Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062301953","display_name":"Xianhua Niu","orcid":"https://orcid.org/0000-0003-0980-8770"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianhua Niu","raw_affiliation_strings":["Xihua University and National Key Laboratory of Science and Technology on Communications,China","Xihua University and National Key Laboratory of Science and Technology on Communications, China"],"affiliations":[{"raw_affiliation_string":"Xihua University and National Key Laboratory of Science and Technology on Communications,China","institution_ids":["https://openalex.org/I102345215"]},{"raw_affiliation_string":"Xihua University and National Key Laboratory of Science and Technology on Communications, China","institution_ids":["https://openalex.org/I102345215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103062487","display_name":"Shuang Qin","orcid":"https://orcid.org/0000-0001-9264-6850"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Qin","raw_affiliation_strings":["University of Electronic Science and Technology of China,China","University of Electronic Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101722015"],"corresponding_institution_ids":["https://openalex.org/I102345215"],"apc_list":null,"apc_paid":null,"fwci":3.4481,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.93412718,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"37","issue":"1","first_page":"96","last_page":"102"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9853000044822693,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9789000153541565,"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":0.8801804780960083},{"id":"https://openalex.org/keywords/single-point-of-failure","display_name":"Single point of failure","score":0.8165785670280457},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5950941443443298},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5752802491188049},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49063411355018616},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4903014004230499},{"id":"https://openalex.org/keywords/byzantine-fault-tolerance","display_name":"Byzantine fault tolerance","score":0.4339528977870941},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.33347079157829285},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.17644476890563965},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11433514952659607}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8801804780960083},{"id":"https://openalex.org/C165136773","wikidata":"https://www.wikidata.org/wiki/Q1363179","display_name":"Single point of failure","level":2,"score":0.8165785670280457},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5950941443443298},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5752802491188049},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49063411355018616},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4903014004230499},{"id":"https://openalex.org/C168021876","wikidata":"https://www.wikidata.org/wiki/Q1353446","display_name":"Byzantine fault tolerance","level":3,"score":0.4339528977870941},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.33347079157829285},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.17644476890563965},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11433514952659607}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.115.2200014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.115.2200014","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2960841795","display_name":null,"funder_award_id":"62171387","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4781957634","display_name":null,"funder_award_id":"2019M663475","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2963540401","https://openalex.org/W2987317136","https://openalex.org/W2989253922","https://openalex.org/W3007690081","https://openalex.org/W3010262580","https://openalex.org/W3021378343","https://openalex.org/W3025412407","https://openalex.org/W3087991973","https://openalex.org/W3097974940","https://openalex.org/W3156226702","https://openalex.org/W6770113891","https://openalex.org/W6774857738"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W2092530219","https://openalex.org/W2388464034","https://openalex.org/W4223488648","https://openalex.org/W2533125852","https://openalex.org/W2140460949","https://openalex.org/W2134969820","https://openalex.org/W2112897043","https://openalex.org/W2047416510","https://openalex.org/W3154796165"],"abstract_inverted_index":{"The":[0],"recently":[1],"emerging":[2],"federated":[3,123],"learning":[4,19,124,158],"(FL)":[5],"exploits":[6],"massive":[7],"data":[8],"stored":[9],"at":[10,39,224],"multiple":[11],"user":[12,26],"nodes":[13,152,206],"to":[14,33,61,74,78,99,129,143,146,153,168,178,198,217],"train":[15],"a":[16,69,75,89,102,120,174],"global":[17,36],"optimal":[18],"model":[20,37,113],"without":[21],"leaking":[22],"the":[23,35,40,49,84,131,155,165,169,200,208,213,219,225,234,240,249],"privacy":[24,162],"of":[25,92,106,134,149,157,204,239,252,257],"data.":[27],"However,":[28],"it":[29,65],"is":[30,44,66,96,195],"still":[31],"inadequate":[32],"learn":[34],"safely":[38],"centralized":[41],"aggregator,":[42],"which":[43,72],"an":[45],"essential":[46],"part":[47],"for":[48,68,112],"traditional":[50],"FL":[51,56,107,209,247],"architecture.":[52],"Specifically,":[53],"when":[54],"using":[55],"in":[57,207,228],"radio":[58],"access":[59],"networks":[60],"enable":[62],"edge":[63],"intelligence,":[64],"difficult":[67,98],"central":[70,85,138],"server,":[71],"belongs":[73],"third":[76],"party,":[77],"guarantee":[79],"its":[80,94],"credibility.":[81],"Moreover,":[82],"because":[83],"server":[86],"may":[87,108],"cause":[88],"single":[90,132],"point":[91,133],"failure,":[93],"reliability":[95,156],"also":[97,196],"guarantee.":[100],"Besides,":[101],"malicious":[103],"participating":[104],"node":[105],"send":[109],"ill":[110],"parameters":[111],"aggregation.":[114],"In":[115],"this":[116],"article,":[117],"we":[118,141,172],"develop":[119],"blockchain":[121,145],"assisted":[122],"(BC-FL)":[125],"framework,":[126],"with":[127,245],"aim":[128],"overcome":[130],"failure":[135],"caused":[136],"by":[137,262],"server.":[139],"Meanwhile,":[140],"propose":[142],"use":[144],"implement":[147],"auditing":[148],"individual":[150],"involved":[151],"ensure":[154],"process.":[159,184],"To":[160],"avoid":[161],"leakage":[163],"during":[164],"audit":[166,176,183],"process":[167],"greatest":[170],"extent,":[171],"design":[173],"matching":[175,182],"mechanism":[177,194],"realize":[179,199],"efficient":[180],"random":[181],"A":[185],"cryptocurrency":[186],"free":[187],"delegated":[188],"byzantine":[189],"fault":[190],"tolerant":[191],"(CF-DBFT)":[192],"consensus":[193,203],"designed":[197],"low-latency":[201],"distributed":[202],"all":[205],"proces.":[210],"We":[211],"apply":[212],"proposed":[214,241,271],"BC-FL":[215,242,272],"framework":[216],"resolve":[218],"computing":[220,258],"resource":[221,259],"allocation":[222],"problem":[223],"edger":[226],"servers":[227,254],"MEC":[229,253],"network.":[230],"Simulation":[231],"results":[232],"demonstrate":[233],"effectiveness":[235],"and":[236,255,265],"performance":[237],"superiority":[238],"framework.":[243],"Compared":[244],"legacy":[246],"algorithm,":[248],"serving":[250],"time":[251],"utilization":[256],"are":[260],"increased":[261],"35":[263],"percent":[264,267],"48":[266],"respectively":[268],"under":[269],"our":[270],"algorithm.":[273]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
