{"id":"https://openalex.org/W4393079019","doi":"https://doi.org/10.1109/tdsc.2024.3380669","title":"Malicious-Resistant Non-Interactive Verifiable Aggregation for Federated Learning","display_name":"Malicious-Resistant Non-Interactive Verifiable Aggregation for Federated Learning","publication_year":2024,"publication_date":"2024-03-22","ids":{"openalex":"https://openalex.org/W4393079019","doi":"https://doi.org/10.1109/tdsc.2024.3380669"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2024.3380669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2024.3380669","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"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 Dependable and Secure 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/A5050834086","display_name":"Yin Zhu","orcid":null},"institutions":[{"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":"Yin Zhu","raw_affiliation_strings":["Software Engineering Institute, East China Normal University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-0492-4222","affiliations":[{"raw_affiliation_string":"Software Engineering Institute, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088396744","display_name":"Junqing Gong","orcid":"https://orcid.org/0000-0003-2281-4112"},"institutions":[{"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":"Junqing Gong","raw_affiliation_strings":["Software Engineering Institute, East China Normal University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-2281-4112","affiliations":[{"raw_affiliation_string":"Software Engineering Institute, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056376119","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0001-9728-4051"},"institutions":[{"id":"https://openalex.org/I23632641","display_name":"Shanghai University of Electric Power","ror":"https://ror.org/02w4tny03","country_code":"CN","type":"education","lineage":["https://openalex.org/I23632641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Zhang","raw_affiliation_strings":["Shanghai University of Electric Power, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9728-4051","affiliations":[{"raw_affiliation_string":"Shanghai University of Electric Power, Shanghai, China","institution_ids":["https://openalex.org/I23632641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071189955","display_name":"Haifeng Qian","orcid":"https://orcid.org/0000-0003-4920-5405"},"institutions":[{"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":"Haifeng Qian","raw_affiliation_strings":["Software Engineering Institute, East China Normal University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-4920-5405","affiliations":[{"raw_affiliation_string":"Software Engineering Institute, East China Normal University, Shanghai, China","institution_ids":["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":2.5006,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.90139764,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"21","issue":"6","first_page":"5600","last_page":"5616"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","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/T10237","display_name":"Cryptography and Data Security","score":0.9962000250816345,"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":0.9955999851226807,"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":0.8450809717178345},{"id":"https://openalex.org/keywords/verifiable-secret-sharing","display_name":"Verifiable secret sharing","score":0.7952080965042114},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4470132887363434},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.4198177456855774},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4101126790046692},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3261077404022217},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09214702248573303}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8450809717178345},{"id":"https://openalex.org/C85847156","wikidata":"https://www.wikidata.org/wiki/Q59015987","display_name":"Verifiable secret sharing","level":3,"score":0.7952080965042114},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4470132887363434},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.4198177456855774},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4101126790046692},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3261077404022217},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09214702248573303},{"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/tdsc.2024.3380669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2024.3380669","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"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 Dependable and Secure Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W24999078","https://openalex.org/W37483258","https://openalex.org/W104209573","https://openalex.org/W199951655","https://openalex.org/W780859780","https://openalex.org/W1826277484","https://openalex.org/W2031533839","https://openalex.org/W2040168265","https://openalex.org/W2051267297","https://openalex.org/W2088492763","https://openalex.org/W2100278608","https://openalex.org/W2101687784","https://openalex.org/W2105505307","https://openalex.org/W2296509296","https://openalex.org/W2334853001","https://openalex.org/W2530417694","https://openalex.org/W2535838896","https://openalex.org/W2591882872","https://openalex.org/W2625602624","https://openalex.org/W2740755977","https://openalex.org/W2767079719","https://openalex.org/W2803828316","https://openalex.org/W2930926105","https://openalex.org/W2963456518","https://openalex.org/W2963540401","https://openalex.org/W2964162474","https://openalex.org/W2982306228","https://openalex.org/W3015391291","https://openalex.org/W3045674654","https://openalex.org/W3102359135","https://openalex.org/W3103245149","https://openalex.org/W3110845456","https://openalex.org/W3120721446","https://openalex.org/W3177145047","https://openalex.org/W3208814888","https://openalex.org/W3211993156","https://openalex.org/W3212079419","https://openalex.org/W4206320562","https://openalex.org/W4210485920","https://openalex.org/W4285218634","https://openalex.org/W4297687186","https://openalex.org/W4310677091","https://openalex.org/W4312533978","https://openalex.org/W4313350237","https://openalex.org/W6728757088","https://openalex.org/W6759226220","https://openalex.org/W6780438843"],"related_works":["https://openalex.org/W2355730523","https://openalex.org/W152021879","https://openalex.org/W2072918937","https://openalex.org/W2365629437","https://openalex.org/W2023935927","https://openalex.org/W2348330439","https://openalex.org/W2350372928","https://openalex.org/W2377292126","https://openalex.org/W2128900334","https://openalex.org/W2139109546"],"abstract_inverted_index":{"In":[0],"cross-device":[1,59,97,144],"federated":[2,98],"learning,":[3],"verifiable":[4,83,93,186],"secure":[5],"aggregation":[6,44,94,187],"enables":[7],"clients":[8],"to":[9,20,39,51,63,69,163,183],"aggregate":[10],"their":[11,70],"locally":[12],"trained":[13],"model":[14],"parameters":[15],"through":[16],"a":[17,22,79,150],"malicious":[18,28,65,121,171],"server":[19,29,66],"obtain":[21],"global":[23],"model.":[24],"To":[25],"prevent":[26],"the":[27,33,58,90,101,118,127,135,143,181],"from":[30],"tampering":[31],"with":[32],"results,":[34],"solutions":[35,48],"have":[36],"been":[37],"proposed":[38],"ensure":[40],"verifiability":[41],"during":[42],"this":[43,75],"process.":[45],"However,":[46],"previous":[47,164],"either":[49],"failed":[50,62],"achieve":[52,64],"non-interactivity,":[53],"which":[54],"is":[55],"critical":[56],"in":[57,74],"setting,":[60],"or":[61],"resistance":[67,122,172],"due":[68],"underlying":[71,104],"approach.":[72],"Thus":[73],"paper,":[76],"we":[77,133,140,146,177,179],"propose":[78],"lightweight":[80],"non-interactive":[81,92,169],"multi-client":[82],"computation":[84],"scheme":[85],"(lwMVC)":[86],"and":[87,111,120,130,170],"then":[88],"construct":[89,134],"malicious-resistant":[91],"(MRNIVA)":[95],"for":[96],"learning":[99],"by":[100,137],"newly":[102],"introduced":[103],"approach":[105],"lwMVC.":[106,138],"By":[107],"combining":[108],"Half":[109],"Gates":[110],"non-iterative":[112],"proxy":[113],"oblivious-transfer,":[114],"lwMVC":[115],"meets":[116],"both":[117,168],"non-interactivity":[119],"properties.":[123,173],"Then,":[124],"after":[125,166],"solving":[126],"user":[128],"dropout":[129],"efficiency":[131],"problem,":[132],"MRNIVA":[136,159],"Since":[139],"focus":[141],"on":[142,149],"scenario,":[145],"conduct":[147],"experiments":[148,188],"Single":[151],"Board":[152],"Computer.":[153],"The":[154],"experiment":[155],"result":[156],"demonstrates":[157],"that":[158],"remains":[160],"efficient":[161],"compared":[162],"works":[165],"achieving":[167],"As":[174],"far":[175],"as":[176],"know,":[178],"are":[180],"first":[182],"carry":[184],"out":[185],"using":[189],"such":[190],"resource-constrained":[191],"devices.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
