{"id":"https://openalex.org/W4213310737","doi":"https://doi.org/10.1145/3507473.3507478","title":"Privacy-Preserving Verifiable Asynchronous Federated Learning","display_name":"Privacy-Preserving Verifiable Asynchronous Federated Learning","publication_year":2021,"publication_date":"2021-11-19","ids":{"openalex":"https://openalex.org/W4213310737","doi":"https://doi.org/10.1145/3507473.3507478"},"language":"en","primary_location":{"id":"doi:10.1145/3507473.3507478","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3507473.3507478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 3rd International Conference on Software Engineering and Development (ICSED)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100759983","display_name":"Yuanyuan Gao","orcid":"https://orcid.org/0000-0003-3841-3153"},"institutions":[{"id":"https://openalex.org/I4210132990","display_name":"State Key Laboratory of Cryptology","ror":"https://ror.org/02pn5rj08","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210132990"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Gao","raw_affiliation_strings":["Ministry of Education, East China Normal University, China and Guangxi Key Laboratory of Cryptography and Information Security, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ministry of Education, East China Normal University, China and Guangxi Key Laboratory of Cryptography and Information Security, China","institution_ids":["https://openalex.org/I4210132990","https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100444634","display_name":"Lulu Wang","orcid":"https://orcid.org/0000-0002-5810-4297"},"institutions":[{"id":"https://openalex.org/I4210132990","display_name":"State Key Laboratory of Cryptology","ror":"https://ror.org/02pn5rj08","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210132990"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lulu Wang","raw_affiliation_strings":["Ministry of Education, East China Normal University, China and Guangxi Key Laboratory of Cryptography and Information Security, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ministry of Education, East China Normal University, China and Guangxi Key Laboratory of Cryptography and Information Security, China","institution_ids":["https://openalex.org/I4210132990","https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100715090","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0003-0535-998X"},"institutions":[{"id":"https://openalex.org/I4210132990","display_name":"State Key Laboratory of Cryptology","ror":"https://ror.org/02pn5rj08","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210132990"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["Ministry of Education, East China Normal University, China and Guangxi Key Laboratory of Cryptography and Information Security, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ministry of Education, East China Normal University, China and Guangxi Key Laboratory of Cryptography and Information Security, China","institution_ids":["https://openalex.org/I4210132990","https://openalex.org/I66867065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1465,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.45809609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"35"},"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":0.972100019454956,"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":0.9663000106811523,"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":0.8685166835784912},{"id":"https://openalex.org/keywords/verifiable-secret-sharing","display_name":"Verifiable secret sharing","score":0.8169263601303101},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.7780158519744873},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.742487370967865},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6440987586975098},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5955336689949036},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5576114654541016},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5443112850189209},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.4708126485347748},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.42086875438690186},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37034839391708374},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.26749956607818604},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23670122027397156},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23467972874641418}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8685166835784912},{"id":"https://openalex.org/C85847156","wikidata":"https://www.wikidata.org/wiki/Q59015987","display_name":"Verifiable secret sharing","level":3,"score":0.8169263601303101},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.7780158519744873},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.742487370967865},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6440987586975098},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5955336689949036},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5576114654541016},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5443112850189209},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.4708126485347748},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.42086875438690186},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37034839391708374},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.26749956607818604},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23670122027397156},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23467972874641418},{"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/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3507473.3507478","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3507473.3507478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 3rd International Conference on Software Engineering and Development (ICSED)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4399999976158142,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1932469787","https://openalex.org/W1981029888","https://openalex.org/W1992926795","https://openalex.org/W2051267297","https://openalex.org/W2053637704","https://openalex.org/W2096870293","https://openalex.org/W2117130368","https://openalex.org/W2119112357","https://openalex.org/W2590328502","https://openalex.org/W2767079719","https://openalex.org/W2903874029","https://openalex.org/W2912213068","https://openalex.org/W2920555465","https://openalex.org/W2930926105","https://openalex.org/W2970606380","https://openalex.org/W2974175488","https://openalex.org/W2982018748","https://openalex.org/W2984242138","https://openalex.org/W2998045710","https://openalex.org/W3006655855","https://openalex.org/W3007279825","https://openalex.org/W3043476315","https://openalex.org/W3103245149"],"related_works":["https://openalex.org/W4286971788","https://openalex.org/W3199340467","https://openalex.org/W3157608626","https://openalex.org/W3132132958","https://openalex.org/W4321612632","https://openalex.org/W4322580403","https://openalex.org/W4399147128","https://openalex.org/W3193217249","https://openalex.org/W4280591108","https://openalex.org/W3021849752"],"abstract_inverted_index":{"Federated":[0],"learning":[1,25,43,64],"(FL)":[2],"is":[3],"a":[4,60,66,86],"recently":[5],"proposed":[6,121],"technique":[7],"to":[8,22,78,96],"cope":[9],"with":[10,65],"growing":[11],"data":[12,34,98],"and":[13,36,74,108,117],"break":[14],"the":[15,33,80,91,105,114],"barriers":[16],"among":[17],"datasets,":[18],"which":[19],"enables":[20],"nodes":[21],"train":[23],"machine":[24],"models":[26],"without":[27],"sharing":[28],"their":[29],"local":[30,71,92],"datasets.":[31],"However,":[32],"privacy":[35,94],"model":[37,81,106],"performance":[38],"concerns":[39],"in":[40,47,51],"asynchronous":[41,62],"federated":[42,63],"hinder":[44],"its":[45],"deployment":[46],"practical":[48],"applications,":[49],"especially":[50],"dynamic":[52],"scenarios.":[53],"To":[54],"address":[55],"these":[56],"problems,":[57],"we":[58],"propose":[59],"verifiable":[61],"peer-to-peer":[67],"network":[68],"based":[69],"on":[70,104],"dataset":[72],"test":[73],"cosine":[75],"value":[76],"examination":[77],"improve":[79],"performance.":[82,110],"We":[83,100],"also":[84],"design":[85],"privacy-preserving":[87],"scheme":[88,103,122],"by":[89],"using":[90],"differential":[93],"(LDP)":[95],"protect":[97],"privacy.":[99,125],"evaluate":[101],"our":[102,120],"accuracy":[107,116],"convergence":[109],"Numerical":[111],"results":[112],"show":[113],"high":[115],"efficiency":[118],"of":[119],"while":[123],"protecting":[124]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}