{"id":"https://openalex.org/W4403182184","doi":"https://doi.org/10.1109/mwc.007.2400141","title":"Blockchain-Enabled Secure Federated Learning for Digital Twin Networks","display_name":"Blockchain-Enabled Secure Federated Learning for Digital Twin Networks","publication_year":2024,"publication_date":"2024-10-07","ids":{"openalex":"https://openalex.org/W4403182184","doi":"https://doi.org/10.1109/mwc.007.2400141"},"language":"en","primary_location":{"id":"doi:10.1109/mwc.007.2400141","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwc.007.2400141","pdf_url":null,"source":{"id":"https://openalex.org/S146764194","display_name":"IEEE Wireless Communications","issn_l":"1536-1284","issn":["1536-1284","1558-0687"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Wireless Communications","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/A5108726461","display_name":"Lingyi Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingyi Cai","raw_affiliation_strings":["Huazhong University of Science and Technology,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085618694","display_name":"Qiwei Hu","orcid":"https://orcid.org/0000-0003-0220-961X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiwei Hu","raw_affiliation_strings":["Huazhong University of Science and Technology,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047568691","display_name":"Tao Jiang","orcid":"https://orcid.org/0000-0002-1388-7478"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Jiang","raw_affiliation_strings":["Huazhong University of Science and Technology,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091266202","display_name":"Dusit Niyato","orcid":"https://orcid.org/0000-0002-7442-7416"},"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":"Dusit Niyato","raw_affiliation_strings":["Nanyang Technological University,Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7378,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76467686,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"32","issue":"3","first_page":"232","last_page":"238"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9988999962806702,"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":0.9988999962806702,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9692999720573425,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8676187992095947},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.8644053936004639},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.474931538105011},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38612422347068787}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8676187992095947},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.8644053936004639},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.474931538105011},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38612422347068787}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mwc.007.2400141","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwc.007.2400141","pdf_url":null,"source":{"id":"https://openalex.org/S146764194","display_name":"IEEE Wireless Communications","issn_l":"1536-1284","issn":["1536-1284","1558-0687"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Wireless Communications","raw_type":"journal-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/217470","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/217470","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320325256","display_name":"Info-communications Media Development Authority","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2989605743","https://openalex.org/W3025412407","https://openalex.org/W3095540342","https://openalex.org/W3130503957","https://openalex.org/W3163246710","https://openalex.org/W3207415078","https://openalex.org/W3212539584","https://openalex.org/W4287888094","https://openalex.org/W4313887436","https://openalex.org/W4380303648","https://openalex.org/W4385863410","https://openalex.org/W4386275843","https://openalex.org/W4387385696","https://openalex.org/W4388819599","https://openalex.org/W6748786018"],"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":{"With":[0],"the":[1,8,17,29,32,39,45,55,90,103,119,128,144,151,154],"development":[2],"of":[3,34,41,64,153],"digital":[4],"twin":[5],"(DT)":[6],"technology,":[7],"DT":[9,26,46,100,137],"network":[10,19],"(DTN)":[11],"has":[12],"emerged":[13],"to":[14,38,54,61,97,113,121,132,139],"represent":[15],"virtually":[16],"physical":[18,22],"by":[20],"building":[21,48],"entities":[23],"as":[24],"interactive":[25],"models.":[27],"However,":[28],"DTN":[30,56,120],"faces":[31],"challenge":[33],"privacy":[35],"leakage":[36],"due":[37],"collection":[40],"private":[42],"data":[43,52],"in":[44],"model":[47],"process.":[49],"Additionally,":[50],"massive":[51],"uploaded":[53],"for":[57,80,118],"centralized":[58],"processing":[59],"leads":[60],"security":[62,145],"issues":[63],"single-point":[65,123],"failure":[66],"and":[67,84,93,147],"poisoning":[68,141],"attacks.":[69,142],"In":[70],"this":[71],"article,":[72],"we":[73,88,107,126],"propose":[74,108],"block-chain-enabled":[75],"secure":[76],"federated":[77],"learning":[78],"(FL)":[79],"constructing":[81],"a":[82,115],"decentralized":[83,116],"privacy-preserving":[85],"DTN.":[86],"Specifically,":[87],"utilize":[89],"FL":[91,112],"paradigm":[92],"homomorphic":[94],"encryption":[95],"method":[96],"locally":[98],"build":[99],"models":[101,138],"at":[102],"ciphertext":[104],"level.":[105],"Then,":[106],"integrating":[109],"blockchain":[110],"into":[111],"construct":[114],"architecture":[117],"avoid":[122],"failure.":[124],"Moreover,":[125],"devise":[127],"proof-of-gradient":[129],"consensus":[130],"mechanism":[131],"facilitate":[133],"trusted":[134],"interactions":[135],"among":[136],"resist":[140],"Finally,":[143],"analysis":[146],"performance":[148],"evaluations":[149],"demonstrate":[150],"superiority":[152],"proposed":[155],"schemes.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}