{"id":"https://openalex.org/W4392152955","doi":"https://doi.org/10.1109/globecom54140.2023.10437623","title":"BlockFed: A High-Performance and Trustworthy Blockchain-Based Federated Learning Framework","display_name":"BlockFed: A High-Performance and Trustworthy Blockchain-Based Federated Learning Framework","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392152955","doi":"https://doi.org/10.1109/globecom54140.2023.10437623"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10437623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10437623","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","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/A5061056153","display_name":"Rui Ning","orcid":"https://orcid.org/0000-0003-4050-6252"},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rui Ning","raw_affiliation_strings":["Old Dominion University,Department of CS,Norfolk,VA,USA,23529"],"affiliations":[{"raw_affiliation_string":"Old Dominion University,Department of CS,Norfolk,VA,USA,23529","institution_ids":["https://openalex.org/I81365321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101504222","display_name":"Chonggang Wang","orcid":"https://orcid.org/0000-0002-6691-5233"},"institutions":[{"id":"https://openalex.org/I36326968","display_name":"InterDigital (United States)","ror":"https://ror.org/02w335z67","country_code":"US","type":"company","lineage":["https://openalex.org/I36326968"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chonggang Wang","raw_affiliation_strings":["InterDigital Inc.,Conshohocken,PA,USA,19428"],"affiliations":[{"raw_affiliation_string":"InterDigital Inc.,Conshohocken,PA,USA,19428","institution_ids":["https://openalex.org/I36326968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100342488","display_name":"Xu Li","orcid":"https://orcid.org/0000-0003-1918-149X"},"institutions":[{"id":"https://openalex.org/I36326968","display_name":"InterDigital (United States)","ror":"https://ror.org/02w335z67","country_code":"US","type":"company","lineage":["https://openalex.org/I36326968"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xu Li","raw_affiliation_strings":["InterDigital Inc.,Conshohocken,PA,USA,19428"],"affiliations":[{"raw_affiliation_string":"InterDigital Inc.,Conshohocken,PA,USA,19428","institution_ids":["https://openalex.org/I36326968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042514230","display_name":"Robert Gazda","orcid":"https://orcid.org/0000-0003-3523-8978"},"institutions":[{"id":"https://openalex.org/I36326968","display_name":"InterDigital (United States)","ror":"https://ror.org/02w335z67","country_code":"US","type":"company","lineage":["https://openalex.org/I36326968"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Gazda","raw_affiliation_strings":["InterDigital Inc.,Conshohocken,PA,USA,19428"],"affiliations":[{"raw_affiliation_string":"InterDigital Inc.,Conshohocken,PA,USA,19428","institution_ids":["https://openalex.org/I36326968"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101816294","display_name":"Hongyi Wu","orcid":"https://orcid.org/0000-0002-6112-9313"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongyi Wu","raw_affiliation_strings":["University of Arizona,Department of ECE,Tucson,AZ,USA,85721"],"affiliations":[{"raw_affiliation_string":"University of Arizona,Department of ECE,Tucson,AZ,USA,85721","institution_ids":["https://openalex.org/I138006243"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5061056153"],"corresponding_institution_ids":["https://openalex.org/I81365321"],"apc_list":null,"apc_paid":null,"fwci":1.0562,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82417907,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"892","last_page":"897"},"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/T10237","display_name":"Cryptography and Data Security","score":0.9987999796867371,"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":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.9768842458724976},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.7886739373207092},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7769898176193237},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3377649784088135}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9768842458724976},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.7886739373207092},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7769898176193237},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3377649784088135}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom54140.2023.10437623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10437623","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W190008395","https://openalex.org/W1501818423","https://openalex.org/W2101432452","https://openalex.org/W2194775991","https://openalex.org/W2701059868","https://openalex.org/W2752689052","https://openalex.org/W2767079719","https://openalex.org/W2784621220","https://openalex.org/W2886722183","https://openalex.org/W2909862814","https://openalex.org/W2963163009","https://openalex.org/W2963209464","https://openalex.org/W2970408908","https://openalex.org/W2987317136","https://openalex.org/W2990700079","https://openalex.org/W3014517104","https://openalex.org/W3019945581","https://openalex.org/W3090984959","https://openalex.org/W3118608800","https://openalex.org/W3156226702","https://openalex.org/W4297687186","https://openalex.org/W6729007826","https://openalex.org/W6743821447","https://openalex.org/W6747855403","https://openalex.org/W6748786018","https://openalex.org/W6752600739","https://openalex.org/W6753725573","https://openalex.org/W6771533808"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W3048554917","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,36,105],"Blockchain-based":[3],"Federated":[4],"Learning":[5],"(FL)":[6],"aim":[7],"to":[8,68,70,84,98],"address":[9],"the":[10,22,32,71],"inherent":[11],"limitations":[12],"of":[13,24],"traditional":[14],"FL,":[15],"such":[16],"as":[17,64],"single":[18],"node":[19],"failure":[20],"and":[21,43,54,87,102],"lack":[23],"an":[25],"appropriate":[26],"incentive":[27],"mechanism.":[28],"This":[29,90],"approach":[30],"replaces":[31],"central":[33],"parameter":[34],"server":[35],"FL":[37,107],"with":[38],"a":[39,93],"blockchain":[40],"that":[41],"stores":[42],"disseminates":[44],"updated":[45],"models.":[46],"However,":[47],"its":[48,60],"decentralized":[49],"nature":[50],"introduces":[51,92],"significant":[52],"communication":[53],"storage":[55],"over-head,":[56],"which":[57],"considerably":[58],"constrains":[59],"practical":[61],"application.":[62],"Additionally,":[63],"it":[65,80],"allows":[66],"participants":[67],"contribute":[69],"shared":[72],"model":[73],"by":[74],"training":[75],"locally":[76],"using":[77],"private":[78],"data,":[79],"is":[81],"especially":[82],"prone":[83],"privacy":[85],"leaks":[86],"poisoning":[88],"attacks.":[89],"study":[91],"novel":[94],"framework,":[95],"BlockFed,":[96],"designed":[97],"substantially":[99],"reduce":[100],"overhead":[101],"mitigate":[103],"vulnerabilities":[104],"blockchain-based":[106],"systems.":[108]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
