{"id":"https://openalex.org/W4408353298","doi":"https://doi.org/10.1109/icassp49660.2025.10888555","title":"Transforming Classification with Federated Learning on Blockchain: A Unique Model Integration Approach","display_name":"Transforming Classification with Federated Learning on Blockchain: A Unique Model Integration Approach","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408353298","doi":"https://doi.org/10.1109/icassp49660.2025.10888555"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888555","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888555","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5067611057","display_name":"Zhihao Hao","orcid":"https://orcid.org/0000-0002-1079-7063"},"institutions":[{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhihao Hao","raw_affiliation_strings":["Beijing Technology and Business University,School of Computer Science and Artificial Intelligence,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Technology and Business University,School of Computer Science and Artificial Intelligence,Beijing,China","institution_ids":["https://openalex.org/I179026463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048088901","display_name":"Bob Zhang","orcid":"https://orcid.org/0000-0003-2497-9519"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Bob Zhang","raw_affiliation_strings":["University of Macau,Faculty of Science and Technology,Dept. of Computer and Information Science,Taipa,Macau"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Macau,Faculty of Science and Technology,Dept. of Computer and Information Science,Taipa,Macau","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108049287","display_name":"Haisheng Li","orcid":"https://orcid.org/0000-0003-4861-0513"},"institutions":[{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haisheng Li","raw_affiliation_strings":["Beijing Technology and Business University,School of Computer Science and Artificial Intelligence,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Technology and Business University,School of Computer Science and Artificial Intelligence,Beijing,China","institution_ids":["https://openalex.org/I179026463"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067611057"],"corresponding_institution_ids":["https://openalex.org/I179026463"],"apc_list":null,"apc_paid":null,"fwci":10.2614,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.97567228,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.989799976348877,"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"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.989799976348877,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9843999743461609,"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":0.959510087966919},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7558560371398926},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.42146602272987366},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3267199993133545},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2586106061935425},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10893559455871582}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.959510087966919},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7558560371398926},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.42146602272987366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3267199993133545},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2586106061935425},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10893559455871582}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888555","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888555","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321793","display_name":"Beijing Municipal Education Commission","ror":"https://ror.org/04bpn6s66"},{"id":"https://openalex.org/F4320337495","display_name":"Technology Development","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W3035396932","https://openalex.org/W3046803548","https://openalex.org/W3091860120","https://openalex.org/W3172221805","https://openalex.org/W3185770825","https://openalex.org/W3205485865","https://openalex.org/W4224309032","https://openalex.org/W4280530123","https://openalex.org/W4283717982","https://openalex.org/W4304092341","https://openalex.org/W4327719788","https://openalex.org/W4362670134","https://openalex.org/W4377710511","https://openalex.org/W4385254733","https://openalex.org/W4387343723","https://openalex.org/W4393160354","https://openalex.org/W4394809297","https://openalex.org/W4397048605"],"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":{"The":[0],"need":[1],"for":[2],"robust":[3],"machine":[4],"learning":[5,62],"models":[6,55],"is":[7,133],"particularly":[8],"evident":[9],"in":[10,146],"the":[11,91,116,119,140],"realm":[12],"of":[13,94,118],"biological":[14],"pattern":[15],"recognition.":[16],"Traditional":[17],"centralized":[18],"methods":[19],"often":[20],"struggle,":[21],"as":[22],"they":[23],"frequently":[24],"depend":[25],"on":[26,65],"large":[27],"datasets":[28],"that":[29,53,139],"are":[30],"challenging":[31],"to":[32,35,89,123,126,150],"gather":[33],"due":[34],"stringent":[36],"data":[37,111,131],"privacy":[38],"regulations.":[39],"To":[40],"address":[41],"these":[42],"limitations":[43],"while":[44],"maintaining":[45],"classification":[46,147],"accuracy,":[47],"we":[48,81],"propose":[49],"an":[50],"innovative":[51],"approach":[52,105],"unifies":[54],"with":[56],"diverse":[57],"architectures":[58],"within":[59],"a":[60,66,84],"federated":[61],"framework":[63,120],"built":[64],"blockchain":[67],"network.":[68],"This":[69],"decentralized":[70],"and":[71,102,109],"trustworthy":[72],"system":[73],"fosters":[74],"effective":[75],"collaboration":[76],"among":[77,113],"various":[78],"models.":[79],"Furthermore,":[80],"have":[82],"implemented":[83],"weight":[85],"distribution":[86],"mechanism":[87],"designed":[88],"maximize":[90],"individual":[92],"strengths":[93],"each":[95],"model.":[96],"By":[97],"leveraging":[98],"blockchains":[99],"inherent":[100],"transparency":[101],"auditability,":[103],"this":[104],"also":[106],"ensures":[107],"secure":[108],"traceable":[110],"exchanges":[112],"participants.":[114],"Additionally,":[115],"adaptability":[117],"allows":[121],"it":[122],"be":[124],"extended":[125],"other":[127],"domains":[128],"where":[129],"privacy-preserving":[130],"sharing":[132],"critical.":[134],"Our":[135],"experimental":[136],"results":[137],"showcase":[138],"proposed":[141],"methodology":[142],"significantly":[143],"enhances":[144],"performance":[145],"tasks":[148],"compared":[149],"existing":[151],"alternatives.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-05-22T09:01:20.584952","created_date":"2025-10-10T00:00:00"}
