{"id":"https://openalex.org/W4392057425","doi":"https://doi.org/10.1080/09540091.2024.2316018","title":"A Blockchain-based federated learning framework for secure aggregation and fair incentives","display_name":"A Blockchain-based federated learning framework for secure aggregation and fair incentives","publication_year":2024,"publication_date":"2024-02-21","ids":{"openalex":"https://openalex.org/W4392057425","doi":"https://doi.org/10.1080/09540091.2024.2316018"},"language":"en","primary_location":{"id":"doi:10.1080/09540091.2024.2316018","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2024.2316018","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2024.2316018?download=true","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":null,"license_id":null,"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://www.tandfonline.com/doi/pdf/10.1080/09540091.2024.2316018?download=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101514016","display_name":"Xiaohui Yang","orcid":"https://orcid.org/0000-0002-6423-6798"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"XiaoHui Yang","raw_affiliation_strings":["School of Cyber Security and Computer, Hebei University, Baoding, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Security and Computer, Hebei University, Baoding, People\u2019s Republic of China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113125118","display_name":"TianChang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"TianChang Li","raw_affiliation_strings":["School of Cyber Security and Computer, Hebei University, Baoding, People\u2019s Republic of China","i"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Security and Computer, Hebei University, Baoding, People\u2019s Republic of China","institution_ids":["https://openalex.org/I43337087"]},{"raw_affiliation_string":"i","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5113125118"],"corresponding_institution_ids":["https://openalex.org/I43337087"],"apc_list":{"value":1270,"currency":"USD","value_usd":1270},"apc_paid":{"value":1270,"currency":"USD","value_usd":1270},"fwci":4.172,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.9446852,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"36","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":0.9998000264167786,"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":0.9998000264167786,"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":0.9994000196456909,"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/T10237","display_name":"Cryptography and Data Security","score":0.9966999888420105,"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/blockchain","display_name":"Blockchain","score":0.9298622608184814},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.8041747808456421},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7856898903846741},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5208969116210938},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.11410313844680786},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.06272104382514954}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9298622608184814},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.8041747808456421},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7856898903846741},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5208969116210938},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.11410313844680786},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.06272104382514954}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/09540091.2024.2316018","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2024.2316018","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2024.2316018?download=true","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0c8fba7c2ec34daaacfbd447edd02061","is_oa":true,"landing_page_url":"https://doaj.org/article/0c8fba7c2ec34daaacfbd447edd02061","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Connection Science, Vol 36, Iss 1 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/09540091.2024.2316018","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2024.2316018","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2024.2316018?download=true","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392057425.pdf"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W2541884796","https://openalex.org/W2951832089","https://openalex.org/W2963819344","https://openalex.org/W3005429940","https://openalex.org/W3006403513","https://openalex.org/W3014517104","https://openalex.org/W3035734344","https://openalex.org/W3111419317","https://openalex.org/W3120721446","https://openalex.org/W3138603542","https://openalex.org/W3157340262","https://openalex.org/W3161225848","https://openalex.org/W3189627679","https://openalex.org/W3196210498","https://openalex.org/W3213321731","https://openalex.org/W4200390322","https://openalex.org/W4200419653","https://openalex.org/W4205742833","https://openalex.org/W4206145535","https://openalex.org/W4211229461","https://openalex.org/W4225552360","https://openalex.org/W4225556525","https://openalex.org/W4285245206","https://openalex.org/W4287888094","https://openalex.org/W4295346749","https://openalex.org/W4306711442","https://openalex.org/W4308650960","https://openalex.org/W4319073384","https://openalex.org/W4361983129","https://openalex.org/W4362667092","https://openalex.org/W4366982645","https://openalex.org/W4377235493","https://openalex.org/W4380318850","https://openalex.org/W4385489274","https://openalex.org/W4386484593"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W4386732777","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4304136894","https://openalex.org/W2989851257"],"abstract_inverted_index":{"Federated":[0],"Learning":[1],"(FL)":[2],"has":[3],"gained":[4],"prominence":[5],"as":[6,17,65],"a":[7,35,59,69,100,158],"machine":[8],"learning":[9,41,140],"framework":[10,37,57],"incorporating":[11],"privacy-preserving":[12],"mechanisms.":[13],"However,":[14],"challenges":[15],"such":[16],"poisoning":[18],"attacks":[19,23],"and":[20,50,68,87,116,126,144,154],"free":[21],"rider":[22],"underscore":[24],"the":[25,97,121,148],"need":[26],"for":[27,105,167],"advanced":[28],"security":[29],"measures.":[30],"Therefore,":[31],"this":[32],"paper":[33,98],"proposes":[34],"novel":[36],"that":[38],"integrates":[39],"federated":[40,139],"with":[42,171],"blockchain":[43],"technology":[44],"to":[45,83,130,135,151],"facilitate":[46],"secure":[47,155],"model":[48,89],"aggregation":[49,90,156],"fair":[51,165],"incentives":[52,166],"in":[53,107,110,138],"untrustworthy":[54],"environments.":[55],"The":[56,76],"designs":[58],"reputation":[60,74,94,127],"evaluation":[61],"method":[62,71],"using":[63],"quality":[64],"an":[66,85,111],"indicator,":[67],"consensus":[70,174],"based":[72,119],"on":[73,120],"feedback.":[75],"trustworthiness":[77],"of":[78,124,161],"nodes":[79,106],"is":[80,128],"dynamically":[81],"assessed":[82],"achieve":[84],"efficient":[86,153],"trustworthy":[88],"process":[91,104],"while":[92,163],"avoiding":[93],"monopolisation.":[95],"Furthermore,":[96],"defines":[99],"tailored":[101],"contribution":[102,125],"calculation":[103],"different":[108],"roles":[109],"untrusted":[112],"environment.":[113],"A":[114],"reward":[115],"punishment":[117],"scheme":[118],"joint":[122],"constraints":[123],"proposed":[129],"attract":[131],"highly":[132],"qualified":[133],"workers":[134],"actively":[136],"participate":[137],"tasks.":[141],"Theoretical":[142],"analysis":[143],"simulation":[145],"experiments":[146],"demonstrate":[147],"framework's":[149],"ability":[150],"maintain":[152],"under":[157],"certain":[159],"degree":[160],"attack":[162],"achieving":[164],"each":[168],"role":[169],"node":[170],"significantly":[172],"reduced":[173],"consumption.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-27T08:28:00.272161","created_date":"2025-10-10T00:00:00"}