{"id":"https://openalex.org/W4410027555","doi":"https://doi.org/10.1109/tmc.2025.3566492","title":"Trusted Clustering Based Federated Learning in Edge Networks","display_name":"Trusted Clustering Based Federated Learning in Edge Networks","publication_year":2025,"publication_date":"2025-05-02","ids":{"openalex":"https://openalex.org/W4410027555","doi":"https://doi.org/10.1109/tmc.2025.3566492"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2025.3566492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2025.3566492","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Mobile Computing","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/A5041176339","display_name":"Yi-Jing Liu","orcid":"https://orcid.org/0009-0006-3019-5795"},"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":true,"raw_author_name":"Yi-Jing Liu","raw_affiliation_strings":["National Key Lab on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0006-3019-5795","affiliations":[{"raw_affiliation_string":"National Key Lab on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Long Zhang","orcid":"https://orcid.org/0000-0002-3659-3405"},"institutions":[{"id":"https://openalex.org/I4210095546","display_name":"Tsinghua Sichuan Energy Internet Research Institute","ror":"https://ror.org/00pkx4k51","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210095546"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Zhang","raw_affiliation_strings":["Sichuan Energy Internet Research Institute, Tsinghua University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-3659-3405","affiliations":[{"raw_affiliation_string":"Sichuan Energy Internet Research Institute, Tsinghua University, Chengdu, China","institution_ids":["https://openalex.org/I4210095546","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100643633","display_name":"Xiaoqian Li","orcid":"https://orcid.org/0000-0002-7079-514X"},"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":"Xiaoqian Li","raw_affiliation_strings":["National Key Lab on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-7079-514X","affiliations":[{"raw_affiliation_string":"National Key Lab on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068782412","display_name":"Hongyang Du","orcid":"https://orcid.org/0000-0002-8220-6525"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Hongyang Du","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, University of Hong Kong, Hong Kong, SAR, China","Department of Electrical and Electronic Engineering, University of Hong Kong, Hong Kong SAR, China"],"raw_orcid":"https://orcid.org/0000-0002-8220-6525","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]}]},{"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":["National Key Lab on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-2512-2392","affiliations":[{"raw_affiliation_string":"National Key Lab on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","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":["National Key Lab on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-9264-6850","affiliations":[{"raw_affiliation_string":"National Key Lab on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100727959","display_name":"Jiacheng Wang","orcid":"https://orcid.org/0000-0003-1252-8761"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jiacheng Wang","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-1252-8761","affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5041176339"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":8.693,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.97195594,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"24","issue":"10","first_page":"9726","last_page":"9742"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9204000234603882,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9128999710083008,"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/computer-science","display_name":"Computer science","score":0.8576514720916748},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6575368642807007},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5377597808837891},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.43124499917030334},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4026423692703247},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36323365569114685},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.323074072599411}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8576514720916748},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6575368642807007},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5377597808837891},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.43124499917030334},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4026423692703247},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36323365569114685},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.323074072599411}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2025.3566492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2025.3566492","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5150152475","display_name":null,"funder_award_id":"62401115","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7020192812","display_name":null,"funder_award_id":"ZYGX2024XJ070","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1581364736","https://openalex.org/W1901616594","https://openalex.org/W2535104337","https://openalex.org/W2753798624","https://openalex.org/W2895570089","https://openalex.org/W2897450989","https://openalex.org/W2968654610","https://openalex.org/W2982212956","https://openalex.org/W3087463235","https://openalex.org/W3154796165","https://openalex.org/W3170538974","https://openalex.org/W3177472323","https://openalex.org/W3178875373","https://openalex.org/W3205035676","https://openalex.org/W3209459224","https://openalex.org/W4205136930","https://openalex.org/W4210529452","https://openalex.org/W4223618825","https://openalex.org/W4224918286","https://openalex.org/W4287887776","https://openalex.org/W4312736195","https://openalex.org/W4361859665","https://openalex.org/W4384158409","https://openalex.org/W4385737807","https://openalex.org/W4388873084","https://openalex.org/W4390660070","https://openalex.org/W4390970400","https://openalex.org/W4391468023","https://openalex.org/W4392024353","https://openalex.org/W4392309162","https://openalex.org/W4393184942","https://openalex.org/W4396758620","https://openalex.org/W4399665798","https://openalex.org/W4399666159","https://openalex.org/W4399939109","https://openalex.org/W4401508644","https://openalex.org/W4401918809"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Federated":[0],"learning":[1,192],"(FL)":[2],"is":[3,51],"integral":[4],"to":[5,28,54,73,89,115,140,171],"advancing":[6],"edge":[7,16,95,153],"intelligence":[8],"by":[9,68,103,128],"enabling":[10],"collaborative":[11],"machine":[12],"learning.":[13],"In":[14,112],"FL-empowered":[15],"networks,":[17],"computing":[18,157],"nodes":[19,154],"first":[20],"train":[21],"local":[22,43,173],"models":[23,46,188],"and":[24,44,58,80,91,109,119,150,158],"then":[25],"send":[26],"them":[27],"an":[29,100],"or":[30],"multiple":[31],"aggregation":[32],"node(s)":[33],"for":[34,186],"global":[35,45],"model":[36,56,78,117,139,145,191],"collaboration.":[37],"However,":[38,77],"the":[39,105,142,162],"trustworthiness":[40],"of":[41,83,94,152],"both":[42],"in":[47,194],"conventional":[48],"FL":[49,126,133],"frameworks":[50],"compromised":[52],"due":[53,88],"inadequate":[55],"security":[57],"transparency.":[59],"Distributed":[60],"ledger":[61,106],"technique":[62,98],"(DLT)":[63],"can":[64],"address":[65],"this":[66,113],"issue":[67],"leveraging":[69],"multi-nodes":[70],"trust":[71],"capabilities":[72],"support":[74],"distributed":[75],"consensus.":[76],"training":[79,118,146],"consensus":[81,120,148],"performance":[82,193],"DLT":[84,131],"may":[85],"significantly":[86,182],"degrade":[87],"instability":[90],"resource":[92],"constraints":[93],"networks.":[96],"Sharding":[97],"provides":[99],"effective":[101],"approach":[102],"dividing":[104],"into":[107,132],"smaller":[108],"manageable":[110],"shards.":[111],"paper,":[114],"improve":[116],"performance,":[121,147],"we":[122,165],"propose":[123,166],"a":[124,137,167],"trusted":[125,168],"framework":[127],"incorporating":[129],"sharding":[130],"frameworks.":[134],"We":[135],"construct":[136],"theoretical":[138,163],"investigate":[141],"relationship":[143],"between":[144],"efficiency,":[149],"capacity":[151],"regarding":[155],"storage,":[156],"communications.":[159],"Based":[160],"on":[161],"model,":[164],"clustering":[169],"scheme":[170,181],"aggregate":[172],"models.":[174],"Numerical":[175],"results":[176],"show":[177],"that":[178],"our":[179],"proposed":[180],"improves":[183],"network":[184],"throughput":[185],"transmitting":[187],"while":[189],"guaranteeing":[190],"comparison":[195],"with":[196],"some":[197],"classical":[198],"baselines.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}