{"id":"https://openalex.org/W4289655152","doi":"https://doi.org/10.1109/isit50566.2022.9834750","title":"SwiftAgg: Communication-Efficient and Dropout-Resistant Secure Aggregation for Federated Learning with Worst-Case Security Guarantees","display_name":"SwiftAgg: Communication-Efficient and Dropout-Resistant Secure Aggregation for Federated Learning with Worst-Case Security Guarantees","publication_year":2022,"publication_date":"2022-06-26","ids":{"openalex":"https://openalex.org/W4289655152","doi":"https://doi.org/10.1109/isit50566.2022.9834750"},"language":"en","primary_location":{"id":"doi:10.1109/isit50566.2022.9834750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit50566.2022.9834750","pdf_url":null,"source":{"id":"https://openalex.org/S4363604560","display_name":"2022 IEEE International Symposium on Information Theory (ISIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-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/A5006995988","display_name":"Tayyebeh Jahani-Nezhad","orcid":"https://orcid.org/0000-0001-9198-660X"},"institutions":[{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Tayyebeh Jahani-Nezhad","raw_affiliation_strings":["Technische Universit&#x00E4;t,Electrical Engineering and Computer Science Department,Berlin"],"affiliations":[{"raw_affiliation_string":"Technische Universit&#x00E4;t,Electrical Engineering and Computer Science Department,Berlin","institution_ids":["https://openalex.org/I4210156583"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113662214","display_name":"Mohammad Ali Maddah-Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Ali Maddah-Ali","raw_affiliation_strings":["Sharif University of Technology,Department of Electrical Engineering","Department of Electrical Engineering, Sharif University of Technology"],"affiliations":[{"raw_affiliation_string":"Sharif University of Technology,Department of Electrical Engineering","institution_ids":["https://openalex.org/I133529467"]},{"raw_affiliation_string":"Department of Electrical Engineering, Sharif University of Technology","institution_ids":["https://openalex.org/I133529467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085853632","display_name":"Songze Li","orcid":"https://orcid.org/0000-0003-4282-3307"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Songze Li","raw_affiliation_strings":["The Hong Kong University of Science and Technology,IoT Thrust,Guangzhou","IoT Thrust, The Hong Kong University of Science and Technology, Guangzhou","Department of Computer Science and Engineering, The Hong Kong University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology,IoT Thrust,Guangzhou","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]},{"raw_affiliation_string":"IoT Thrust, The Hong Kong University of Science and Technology, Guangzhou","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, The Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058252389","display_name":"Giuseppe Caire","orcid":"https://orcid.org/0000-0002-7749-1333"},"institutions":[{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Giuseppe Caire","raw_affiliation_strings":["Technische Universit&#x00E4;t,Electrical Engineering and Computer Science Department,Berlin"],"affiliations":[{"raw_affiliation_string":"Technische Universit&#x00E4;t,Electrical Engineering and Computer Science Department,Berlin","institution_ids":["https://openalex.org/I4210156583"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006995988"],"corresponding_institution_ids":["https://openalex.org/I4210156583"],"apc_list":null,"apc_paid":null,"fwci":3.5477,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.94207737,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"103","last_page":"108"},"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":0.9976000189781189,"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":0.9878000020980835,"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":0.8399483561515808},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5925095677375793},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5901113152503967},{"id":"https://openalex.org/keywords/communication-in-small-groups","display_name":"Communication in small groups","score":0.5841231346130371},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.427407443523407},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3376399874687195}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8399483561515808},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5925095677375793},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5901113152503967},{"id":"https://openalex.org/C44871818","wikidata":"https://www.wikidata.org/wiki/Q5154139","display_name":"Communication in small groups","level":2,"score":0.5841231346130371},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.427407443523407},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3376399874687195},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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":2,"locations":[{"id":"doi:10.1109/isit50566.2022.9834750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit50566.2022.9834750","pdf_url":null,"source":{"id":"https://openalex.org/S4363604560","display_name":"2022 IEEE International Symposium on Information Theory (ISIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-118356","is_oa":false,"landing_page_url":"http://www.scopus.com/record/display.url?eid=2-s2.0-85136304766&origin=inward","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334678","display_name":"European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2767079719","https://openalex.org/W2970408908","https://openalex.org/W2995022099","https://openalex.org/W3013310637","https://openalex.org/W3021654819","https://openalex.org/W3088123628","https://openalex.org/W3096328345","https://openalex.org/W3111015719","https://openalex.org/W3198011044","https://openalex.org/W4211099356","https://openalex.org/W4221163761","https://openalex.org/W4287822453","https://openalex.org/W4287931873","https://openalex.org/W4289655152","https://openalex.org/W4293363185","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6732298257","https://openalex.org/W6775563089","https://openalex.org/W6783183097","https://openalex.org/W6787102994","https://openalex.org/W6840527761"],"related_works":["https://openalex.org/W3161249280","https://openalex.org/W2267059662","https://openalex.org/W2364268683","https://openalex.org/W4388411807","https://openalex.org/W1519906715","https://openalex.org/W2478803962","https://openalex.org/W3169430512","https://openalex.org/W2111375262","https://openalex.org/W2384804534","https://openalex.org/W2729223995"],"abstract_inverted_index":{"We":[0],"propose":[1],"SwiftAgg,":[2],"a":[3,13,33,64,72,81,156,159,178,192],"novel":[4],"secure":[5,39,221],"aggregation":[6,40,126,143,222],"protocol":[7],"for":[8,219],"federated":[9],"learning":[10],"systems,":[11],"where":[12],"central":[14],"server":[15,65],"aggregates":[16],"local":[17,30],"models":[18,130],"of":[19,24,56,68,76,89,106,115,127,150,169,180,204,232],"N":[20],"distributed":[21],"users,":[22,61],"each":[23,134,185],"size":[25,116],"L,":[26],"trained":[27],"on":[28,51,146],"their":[29],"data,":[31],"in":[32,54,119,138,158,163,191],"privacy-preserving":[34],"manner.":[35],"Compared":[36],"with":[37,80,99,184,198,216],"state-of-the-art":[38],"protocols,":[41],"SwiftAgg":[42,62,107],"significantly":[43],"reduces":[44],"the":[45,100,111,120,128,139,153,164,167,170,189,199,202,217,229,233],"communication":[46,66,74,207,230],"overheads":[47],"without":[48],"any":[49,87],"compromise":[50],"security.":[52],"Specifically,":[53],"presence":[55],"at":[57],"most":[58],"D":[59],"dropout":[60],"achieves":[63],"load":[67,75],"(T":[69],"+1)L":[70],"and":[71,125,136,187,211],"per-user":[73],"up":[77,90],"to":[78,91,109,182,195,226],"(T+D+1)L,":[79],"worst-case":[82],"information-theoretic":[83],"security":[84],"guarantee,":[85],"against":[86],"subset":[88,179],"T":[92,147],"semi-honest":[93],"users":[94,112,151,181,190,214],"who":[95],"may":[96],"also":[97],"collude":[98],"curious":[101],"server.":[102],"The":[103],"key":[104],"idea":[105],"is":[108,144],"partition":[110],"into":[113],"groups":[114],"T+D+1,":[117],"then":[118,137],"first":[121],"phase,":[122,141,166],"secret":[123],"sharing":[124],"individual":[129],"are":[131],"performed":[132,145],"within":[133],"group,":[135],"second":[140,165],"model":[142],"+D+1":[148],"sequences":[149],"across":[152,209],"groups.":[154],"If":[155],"user":[157],"sequence":[160,171],"drops":[161],"out":[162],"rest":[168],"remains":[172],"silent.":[173],"This":[174,224],"design":[175],"allows":[176],"only":[177,188],"communicate":[183,197],"other,":[186],"single":[193],"group":[194],"directly":[196],"server,":[200,218],"eliminating":[201],"requirements":[203],"1)":[205],"all-to-all":[206],"network":[208],"users;":[210],"2)":[212],"all":[213],"communicating":[215],"other":[220],"protocols.":[223],"helps":[225],"substantially":[227],"slash":[228],"costs":[231],"system.":[234]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
