{"id":"https://openalex.org/W4402594674","doi":"https://doi.org/10.1109/icce-taiwan62264.2024.10674219","title":"An Implementation of Blockchain-based Federated Learning Framework","display_name":"An Implementation of Blockchain-based Federated Learning Framework","publication_year":2024,"publication_date":"2024-07-09","ids":{"openalex":"https://openalex.org/W4402594674","doi":"https://doi.org/10.1109/icce-taiwan62264.2024.10674219"},"language":"en","primary_location":{"id":"doi:10.1109/icce-taiwan62264.2024.10674219","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan62264.2024.10674219","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","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/A5113387293","display_name":"Po-Hsuan Hung","orcid":null},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Po-Hsuan Hung","raw_affiliation_strings":["National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113387294","display_name":"Bing-Siang Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Bing-Siang Wang","raw_affiliation_strings":["National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107850927","display_name":"Yu-Wei Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Wei Chang","raw_affiliation_strings":["National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051310616","display_name":"Ted T. Kuo","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ted T. Kuo","raw_affiliation_strings":["National Yang Ming Chiao Tung University,College of Artificial Intelligence,Tainan,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,College of Artificial Intelligence,Tainan,Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053878740","display_name":"Li-Jen Wang","orcid":"https://orcid.org/0000-0002-2263-4835"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-Jen Wang","raw_affiliation_strings":["National Yang Ming Chiao Tung University,College of Artificial Intelligence,Tainan,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,College of Artificial Intelligence,Tainan,Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101589795","display_name":"Chia\u2010Yu Lin","orcid":"https://orcid.org/0000-0002-5106-7286"},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Yu Lin","raw_affiliation_strings":["National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan","institution_ids":["https://openalex.org/I22265921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5113387293"],"corresponding_institution_ids":["https://openalex.org/I22265921"],"apc_list":null,"apc_paid":null,"fwci":0.3637,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66765924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"165","last_page":"166"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9689000248908997,"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":0.9689000248908997,"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":0.9855123162269592},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7532637119293213},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.23315447568893433}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9855123162269592},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7532637119293213},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23315447568893433}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-taiwan62264.2024.10674219","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan62264.2024.10674219","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.44999998807907104}],"awards":[],"funders":[{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W3014517104","https://openalex.org/W3045638580","https://openalex.org/W3087463235","https://openalex.org/W3157765779","https://openalex.org/W3216043818","https://openalex.org/W4225552360"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4386732777","https://openalex.org/W4304136894"],"abstract_inverted_index":{"While":[0],"deep":[1,30],"learning":[2,31,123],"technologies":[3],"are":[4],"rising,":[5],"information":[6],"security":[7],"is":[8,19],"becoming":[9],"increasingly":[10],"important":[11],"in":[12,69,97,122],"the":[13,41,50,54,94,115],"modern":[14],"era.":[15],"Federated":[16,81],"Learning":[17,82],"(FL)":[18],"a":[20,44,67,111],"method":[21],"that":[22],"allows":[23],"different":[24],"clients":[25],"to":[26,66,104,119,125,138],"collaborate":[27],"on":[28,134],"training":[29],"models":[32],"while":[33],"ensuring":[34],"data":[35],"privacy.":[36],"However,":[37],"traditional":[38,98],"FL":[39,59,99],"faces":[40],"challenge":[42],"of":[43,47],"single":[45],"point":[46],"failure":[48],"with":[49],"aggregation":[51],"server":[52,56,96],"if":[53],"centralized":[55],"fails.":[57],"Additionally,":[58],"often":[60],"encounters":[61],"malicious":[62],"model":[63,71],"attacks,":[64],"leading":[65],"reduction":[68],"global":[70],"accuracy.":[72],"To":[73],"address":[74],"these":[75],"issues,":[76],"we":[77,92],"propose":[78],"Scale":[79],"BlockChain":[80],"(ScaleBCFL)":[83],"using":[84,110],"Hyperledger":[85],"Fabric":[86],"(HLF).":[87],"By":[88],"leveraging":[89],"blockchain":[90,112],"technology,":[91],"decentralize":[93],"central":[95],"and":[100,141],"create":[101],"multiple":[102],"shards":[103],"reduce":[105],"communication":[106],"costs":[107],"significantly.":[108],"Furthermore,":[109],"handler":[113],"obviates":[114],"necessity":[116],"for":[117],"users":[118,130],"invest":[120],"time":[121],"how":[124],"write":[126],"smart":[127],"contracts.":[128],"Instead,":[129],"can":[131],"focus":[132],"solely":[133],"customizing":[135],"programs":[136],"related":[137],"training,":[139],"aggregation,":[140],"validating":[142],"models.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
