{"id":"https://openalex.org/W4365801534","doi":"https://doi.org/10.1109/jiot.2023.3267112","title":"Lightweight Privacy and Security Computing for Blockchained Federated Learning in IoT","display_name":"Lightweight Privacy and Security Computing for Blockchained Federated Learning in IoT","publication_year":2023,"publication_date":"2023-04-14","ids":{"openalex":"https://openalex.org/W4365801534","doi":"https://doi.org/10.1109/jiot.2023.3267112"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3267112","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3267112","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5015885494","display_name":"Mochan Fan","orcid":"https://orcid.org/0000-0003-0263-0711"},"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":"Mochan Fan","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-0263-0711","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041060085","display_name":"Kailai Ji","orcid":"https://orcid.org/0000-0002-9027-064X"},"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":"Kailai Ji","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083198820","display_name":"Zhaofeng Zhang","orcid":"https://orcid.org/0000-0003-1797-7507"},"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":"Zhaofeng Zhang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101507232","display_name":"Hongfang Yu","orcid":"https://orcid.org/0000-0002-5219-1780"},"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"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongfang Yu","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-5219-1780","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053945147","display_name":"Gang Sun","orcid":"https://orcid.org/0000-0002-2448-8915"},"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 Sun","raw_affiliation_strings":["School of Information and Communication Engineering and the Agile and Intelligent Computing Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-2448-8915","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering and the Agile and Intelligent Computing Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.4921,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.95691055,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"10","issue":"18","first_page":"16048","last_page":"16060"},"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":0.9994999766349792,"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":0.9990000128746033,"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/computer-science","display_name":"Computer science","score":0.8804067969322205},{"id":"https://openalex.org/keywords/single-point-of-failure","display_name":"Single point of failure","score":0.7293483018875122},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6056245565414429},{"id":"https://openalex.org/keywords/verifiable-secret-sharing","display_name":"Verifiable secret sharing","score":0.6001334190368652},{"id":"https://openalex.org/keywords/homomorphic-encryption","display_name":"Homomorphic encryption","score":0.5070781707763672},{"id":"https://openalex.org/keywords/security-analysis","display_name":"Security analysis","score":0.46164670586586},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.45216336846351624},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.4389270544052124},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.4206990599632263},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2931424081325531},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.15716159343719482}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8804067969322205},{"id":"https://openalex.org/C165136773","wikidata":"https://www.wikidata.org/wiki/Q1363179","display_name":"Single point of failure","level":2,"score":0.7293483018875122},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6056245565414429},{"id":"https://openalex.org/C85847156","wikidata":"https://www.wikidata.org/wiki/Q59015987","display_name":"Verifiable secret sharing","level":3,"score":0.6001334190368652},{"id":"https://openalex.org/C158338273","wikidata":"https://www.wikidata.org/wiki/Q2154943","display_name":"Homomorphic encryption","level":3,"score":0.5070781707763672},{"id":"https://openalex.org/C38369872","wikidata":"https://www.wikidata.org/wiki/Q7445009","display_name":"Security analysis","level":2,"score":0.46164670586586},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.45216336846351624},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.4389270544052124},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.4206990599632263},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2931424081325531},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.15716159343719482},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3267112","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3267112","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","score":0.6499999761581421,"display_name":"No poverty"}],"awards":[{"id":"https://openalex.org/G2232354859","display_name":null,"funder_award_id":"2022NSFSC0913","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"}],"funders":[{"id":"https://openalex.org/F4320329861","display_name":"Natural Science Foundation of Sichuan Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1519972057","https://openalex.org/W2027595342","https://openalex.org/W2132172731","https://openalex.org/W2151413173","https://openalex.org/W2152924492","https://openalex.org/W2750384547","https://openalex.org/W2974429275","https://openalex.org/W2984693664","https://openalex.org/W2987317136","https://openalex.org/W2995022099","https://openalex.org/W3006403184","https://openalex.org/W3008551695","https://openalex.org/W3023165027","https://openalex.org/W3023244064","https://openalex.org/W3051272477","https://openalex.org/W3084415909","https://openalex.org/W3088309363","https://openalex.org/W3106378891","https://openalex.org/W3111419317","https://openalex.org/W3112885687","https://openalex.org/W3112972317","https://openalex.org/W3118608800","https://openalex.org/W3136208911","https://openalex.org/W3140753276","https://openalex.org/W3156173029","https://openalex.org/W3165324833","https://openalex.org/W3172555720","https://openalex.org/W3184328775","https://openalex.org/W3208211303","https://openalex.org/W4200390322","https://openalex.org/W4205423013","https://openalex.org/W4213345993","https://openalex.org/W4221158339","https://openalex.org/W4226256841","https://openalex.org/W4236786653","https://openalex.org/W4285162485","https://openalex.org/W4298148350","https://openalex.org/W4362714522","https://openalex.org/W6743688258","https://openalex.org/W6782794873","https://openalex.org/W6787972765","https://openalex.org/W6795487366","https://openalex.org/W6799114292"],"related_works":["https://openalex.org/W2355730523","https://openalex.org/W152021879","https://openalex.org/W2365629437","https://openalex.org/W2023935927","https://openalex.org/W2348330439","https://openalex.org/W4210632288","https://openalex.org/W3100390169","https://openalex.org/W2072918937","https://openalex.org/W3001342270","https://openalex.org/W1967663693"],"abstract_inverted_index":{"The":[0],"development":[1],"of":[2,4,15,28,42,59,114,121,178,184],"Internet":[3],"Things":[5],"(IoT)":[6],"makes":[7],"human":[8],"life":[9],"more":[10,169],"intelligent,":[11],"and":[12,30,48,56,83,97,118,134,141,180,191],"the":[13,23,26,53,112,115,122,131,135,172,176,182,185],"interconnection":[14],"all":[16],"things":[17],"has":[18,198],"become":[19],"a":[20,93,161],"reality.":[21],"However,":[22],"surge":[24],"in":[25,201],"number":[27],"devices":[29,148],"centralized":[31],"management":[32],"brings":[33],"severe":[34],"challenges":[35],"to":[36,52,70,166],"IoT,":[37],"such":[38,78],"as":[39,79],"single":[40],"point":[41],"failure,":[43],"poor":[44],"security,":[45],"privacy":[46,57,81,101,113,127],"leakage,":[47],"low":[49],"reliability.":[50],"Due":[51],"decentralization,":[54],"verifiability,":[55],"protection":[58,102],"blockchain":[60],"federated":[61],"learning":[62],"(BFL),":[63],"some":[64],"BFL":[65,100,168],"schemes":[66],"have":[67],"been":[68],"proposed":[69,186],"solve":[71],"these":[72],"problems,":[73],"but":[74],"bring":[75],"new":[76,94],"challenges,":[77],"device":[80,162],"leakage":[82],"heavy":[84],"security":[85,177],"computing":[86,109],"load.":[87],"In":[88],"this":[89],"article,":[90],"we":[91,159],"propose":[92],"decentralized,":[95],"secure":[96],"verifiable":[98],"consortium":[99],"scheme,":[103],"named":[104],"LPBFL,":[105],"which":[106],"realizes":[107],"lightweight":[108,126,138],"while":[110],"ensuring":[111],"local":[116,154],"model":[117],"data":[119],"set":[120],"device.":[123],"To":[124],"achieve":[125],"protection,":[128],"LPBFL":[129,179,197],"adopts":[130],"Paillier":[132],"encryption":[133],"newly":[136],"designed":[137],"digital":[139,187],"signature":[140],"batch":[142],"verification":[143],"algorithm.":[144],"Additionally,":[145],"considering":[146],"that":[147,195],"upload":[149],"invalid":[150],"or":[151,157],"even":[152],"toxic":[153],"models":[155],"intentionally":[156],"unintentionally,":[158],"design":[160],"reputation":[163],"selection":[164],"mechanism":[165],"make":[167],"efficient.":[170],"Finally,":[171],"theoretical":[173],"analysis":[174],"proves":[175],"verifies":[181],"unforgeability":[183],"signature.":[188],"Comprehensive":[189],"comparisons":[190],"extensive":[192],"experiments":[193],"demonstrate":[194],"our":[196],"significant":[199],"advantages":[200],"multiple":[202],"aspects.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-10T00:00:00"}
