{"id":"https://openalex.org/W4396240662","doi":"https://doi.org/10.1109/jiot.2024.3385479","title":"FVFL: A Flexible and Verifiable Privacy-Preserving Federated Learning Scheme","display_name":"FVFL: A Flexible and Verifiable Privacy-Preserving Federated Learning Scheme","publication_year":2024,"publication_date":"2024-04-29","ids":{"openalex":"https://openalex.org/W4396240662","doi":"https://doi.org/10.1109/jiot.2024.3385479"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3385479","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3385479","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/A5005942903","display_name":"Gang Wang","orcid":"https://orcid.org/0009-0009-5730-5933"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gang Wang","raw_affiliation_strings":["Zhejiang Lab, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0009-5730-5933","affiliations":[{"raw_affiliation_string":"Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452308","display_name":"Zhou Li","orcid":"https://orcid.org/0000-0002-9401-1012"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhou","raw_affiliation_strings":["Zhejiang Lab, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014906752","display_name":"Qingming Li","orcid":"https://orcid.org/0000-0002-6085-7300"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingming Li","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6085-7300","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026380797","display_name":"Xiaoran Yan","orcid":"https://orcid.org/0000-0003-3481-1832"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoran Yan","raw_affiliation_strings":["Zhejiang Lab, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3481-1832","affiliations":[{"raw_affiliation_string":"Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058120371","display_name":"Ximeng Liu","orcid":"https://orcid.org/0000-0002-4238-3295"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ximeng Liu","raw_affiliation_strings":["Key Laboratory of Information Security of Network Systems, College of Computer and Big Data, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4238-3295","affiliations":[{"raw_affiliation_string":"Key Laboratory of Information Security of Network Systems, College of Computer and Big Data, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101635565","display_name":"Yuncheng Wu","orcid":"https://orcid.org/0000-0002-1436-3916"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuncheng Wu","raw_affiliation_strings":["School of Computing, National University of Singapore, Queenstown, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-1436-3916","affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Queenstown, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5005942903"],"corresponding_institution_ids":["https://openalex.org/I4210123185"],"apc_list":null,"apc_paid":null,"fwci":4.9511,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.95641303,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"11","issue":"13","first_page":"23268","last_page":"23281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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":0.9984999895095825,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9735000133514404,"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/verifiable-secret-sharing","display_name":"Verifiable secret sharing","score":0.8880060911178589},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.854170024394989},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.7575438022613525},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5255067348480225},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.43805167078971863},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.432819664478302},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.41183996200561523},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3493747115135193},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34103214740753174}],"concepts":[{"id":"https://openalex.org/C85847156","wikidata":"https://www.wikidata.org/wiki/Q59015987","display_name":"Verifiable secret sharing","level":3,"score":0.8880060911178589},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.854170024394989},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.7575438022613525},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5255067348480225},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.43805167078971863},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.432819664478302},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.41183996200561523},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3493747115135193},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34103214740753174},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3385479","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3385479","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":[],"awards":[{"id":"https://openalex.org/G5049000184","display_name":null,"funder_award_id":"2022YFB4501504","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6810687626","display_name":null,"funder_award_id":"2022YFB4501500","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2591882872","https://openalex.org/W2701059868","https://openalex.org/W2781091734","https://openalex.org/W2801874531","https://openalex.org/W2912213068","https://openalex.org/W2940691483","https://openalex.org/W2955023110","https://openalex.org/W2963540401","https://openalex.org/W2964261135","https://openalex.org/W2970606380","https://openalex.org/W2971544778","https://openalex.org/W2983640973","https://openalex.org/W2984644945","https://openalex.org/W3010363409","https://openalex.org/W3016632787","https://openalex.org/W3039812354","https://openalex.org/W3040384242","https://openalex.org/W3093791164","https://openalex.org/W3095859802","https://openalex.org/W3104924399","https://openalex.org/W3110845456","https://openalex.org/W3129629953","https://openalex.org/W3133814152","https://openalex.org/W3198262235","https://openalex.org/W3202183072"],"related_works":["https://openalex.org/W2364126283","https://openalex.org/W4383721755","https://openalex.org/W181049489","https://openalex.org/W3022534164","https://openalex.org/W4396832952","https://openalex.org/W3128194758","https://openalex.org/W3046095319","https://openalex.org/W3197497514","https://openalex.org/W1591172238","https://openalex.org/W2111194702"],"abstract_inverted_index":{"With":[0],"the":[1,13,21,37,43,46,66,116,119,136,140,143,148,152,173,179,189,204,207,218],"development":[2],"of":[3,15,23,39,45,118,139,169,206],"deep":[4],"learning,":[5],"people":[6],"are":[7],"more":[8,10,30,75],"and":[9,70,90,98,115,156,184,203,227],"concerned":[11],"about":[12],"security":[14,69,97],"data.":[16],"Federated":[17],"learning":[18,49,113,201],"can":[19,78],"solve":[20],"problem":[22],"data":[24,32,41,68,96],"island,":[25],"but":[26],"it":[27,77],"also":[28],"brings":[29],"serious":[31],"privacy":[33],"problems.":[34],"Furthermore,":[35],"in":[36,111,172,188,199],"process":[38],"multisource":[40],"collaboration,":[42],"efficiency":[44],"whole":[47,141],"federated":[48,84,112,200],"system":[50],"is":[51,122,132,150,159,210],"usually":[52],"not":[53,123,211],"high.":[54],"In":[55],"this":[56],"article,":[57],"we":[58],"introduce":[59],"a":[60],"scheme":[61],"named":[62],"FVFL,":[63],"which":[64],"ensure":[65],"local":[67],"resistance":[71,99],"to":[72,93,100,109,134,161,165,181,197],"collusive":[73,101],"attacks,":[74],"importantly":[76],"well":[79],"support":[80],"client":[81,108,196],"flexible":[82],"participate":[83,110,198],"learning.":[85],"We":[86],"adopt":[87],"Paillier":[88],"encryption":[89,105,120],"secret":[91,157],"sharing":[92],"guarantee":[94],"client\u2019s":[95,126,214],"attacks.":[102],"Moreover,":[103,191],"our":[104,192],"mechanism":[106,177,194],"allows":[107,195],"flexibly,":[114,202],"correctness":[117,205],"algorithm":[121,209],"affected":[124,212],"by":[125,213],"drop":[127,215],"out.":[128,216],"The":[129,175],"super-increasing":[130],"sequence":[131],"introduced":[133,160],"reduce":[135],"communication":[137],"overhead":[138],"system,":[142],"simulation":[144],"result":[145,149],"shows":[146],"that":[147,222],"significant;":[151],"Lagrange":[153],"interpolation":[154],"polynomial":[155],"Sharing":[158],"implement":[162],"verification":[163,176,193,208],"mechanism,":[164],"prevent":[166],"malicious":[167],"forgery":[168],"aggregation":[170,186],"results":[171,187,220],"cloud.":[174,190],"ensures":[178],"clients":[180],"obtain":[182],"real":[183],"reliable":[185],"And":[217],"experimental":[219],"show":[221],"FVFL":[223],"has":[224],"high":[225],"accuracy":[226],"efficiency.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-26T08:31:28.666265","created_date":"2025-10-10T00:00:00"}
