{"id":"https://openalex.org/W4400019377","doi":"https://doi.org/10.56553/popets-2024-0077","title":"MicroSecAgg: Streamlined Single-Server Secure Aggregation","display_name":"MicroSecAgg: Streamlined Single-Server Secure Aggregation","publication_year":2024,"publication_date":"2024-06-25","ids":{"openalex":"https://openalex.org/W4400019377","doi":"https://doi.org/10.56553/popets-2024-0077"},"language":"en","primary_location":{"id":"doi:10.56553/popets-2024-0077","is_oa":true,"landing_page_url":"https://doi.org/10.56553/popets-2024-0077","pdf_url":"https://petsymposium.org/popets/2024/popets-2024-0077.pdf","source":{"id":"https://openalex.org/S4210183172","display_name":"Proceedings on Privacy Enhancing Technologies","issn_l":"2299-0984","issn":["2299-0984"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings on Privacy Enhancing Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://petsymposium.org/popets/2024/popets-2024-0077.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102201263","display_name":"Yue Guo","orcid":"https://orcid.org/0000-0002-0712-6656"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yue Guo","raw_affiliation_strings":["J. P. Morgan AI Research"],"affiliations":[{"raw_affiliation_string":"J. P. Morgan AI Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030114656","display_name":"Antigoni Polychroniadou","orcid":"https://orcid.org/0009-0003-0125-2971"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antigoni Polychroniadou","raw_affiliation_strings":["J. P. Morgan AI Research"],"affiliations":[{"raw_affiliation_string":"J. P. Morgan AI Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089202539","display_name":"Elaine Shi","orcid":"https://orcid.org/0000-0002-5605-1048"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elaine Shi","raw_affiliation_strings":["Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110306774","display_name":"David R. Byrd","orcid":"https://orcid.org/0000-0002-1726-3320"},"institutions":[{"id":"https://openalex.org/I135474949","display_name":"Bowdoin College","ror":"https://ror.org/03gh96r95","country_code":"US","type":"education","lineage":["https://openalex.org/I135474949"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Byrd","raw_affiliation_strings":["Bowdoin College"],"affiliations":[{"raw_affiliation_string":"Bowdoin College","institution_ids":["https://openalex.org/I135474949"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035482777","display_name":"Tucker Balch","orcid":"https://orcid.org/0000-0002-5148-2033"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tucker Balch","raw_affiliation_strings":["J. P. Morgan AI Research"],"affiliations":[{"raw_affiliation_string":"J. P. Morgan AI Research","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102201263"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2535,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.92397418,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"2024","issue":"3","first_page":"246","last_page":"275"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9448000192642212,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9448000192642212,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10651","display_name":"IPv6, Mobility, Handover, Networks, Security","score":0.930899977684021,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.920799970626831,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.5548030734062195},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3855212926864624}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5548030734062195},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3855212926864624}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.56553/popets-2024-0077","is_oa":true,"landing_page_url":"https://doi.org/10.56553/popets-2024-0077","pdf_url":"https://petsymposium.org/popets/2024/popets-2024-0077.pdf","source":{"id":"https://openalex.org/S4210183172","display_name":"Proceedings on Privacy Enhancing Technologies","issn_l":"2299-0984","issn":["2299-0984"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings on Privacy Enhancing Technologies","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.56553/popets-2024-0077","is_oa":true,"landing_page_url":"https://doi.org/10.56553/popets-2024-0077","pdf_url":"https://petsymposium.org/popets/2024/popets-2024-0077.pdf","source":{"id":"https://openalex.org/S4210183172","display_name":"Proceedings on Privacy Enhancing Technologies","issn_l":"2299-0984","issn":["2299-0984"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings on Privacy Enhancing Technologies","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400019377.pdf","grobid_xml":"https://content.openalex.org/works/W4400019377.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"This":[0],"work":[1,112,209],"introduces":[2],"MicroSecAgg,":[3],"a":[4,43,67,75,151,178,237],"framework":[5],"that":[6,283],"addresses":[7],"the":[8,14,53,85,95,110,123,129,156,162,169,187,211,232,248,261,277,287,291],"intricacies":[9],"of":[10,46,98,113,153,164,172,234,250,264,272],"secure":[11,64,72],"aggregation":[12,40,65,73,174],"in":[13,59,140,167,193,217,223],"single-server":[15],"landscape,":[16],"specifically":[17],"tailored":[18],"to":[19,34,94,132,183,215],"situations":[20,36],"where":[21,87,159],"distributed":[22],"trust":[23],"among":[24,42],"multiple":[25,38],"non-colluding":[26],"servers":[27],"presents":[28],"challenges.":[29],"Our":[30,55],"protocols":[31,57,244],"are":[32,91],"purpose-built":[33],"handle":[35],"featuring":[37],"successive":[39],"phases":[41],"dynamic":[44],"pool":[45],"clients":[47],"who":[48],"can":[49],"drop":[50],"out":[51],"during":[52],"aggregation.":[54],"different":[56],"thrive":[58],"three":[60],"distinct":[61],"cases:":[62],"firstly,":[63],"within":[66,74],"small":[68],"input":[69,77],"domain;":[70,78],"secondly,":[71],"large":[76],"and":[79,109,197,227,275,290],"finally,":[80],"facilitating":[81],"federated":[82,235],"learning":[83],"for":[84],"cases":[86],"moderately":[88],"sized":[89],"models":[90],"considered.":[92],"Compared":[93],"prior":[96,280],"works":[97],"Bonawitz":[99,198,218],"et":[100,105,115,148,195,199,219,225,229],"al.":[101,106,116,149,196,226,230],"(CCS":[102,107],"2017),":[103],"Bell":[104,228],"2020),":[108],"recent":[111],"Ma":[114,147,194,224],"(S&amp;P":[117],"2023),":[118],"our":[119,243,273],"approach":[120],"significantly":[121,285],"reduces":[122,286],"overheads.":[124],"In":[125,231],"particular,":[126],"MicroSecAgg":[127,168,284],"halves":[128],"round":[130],"complexity":[131,171],"just":[133],"3":[134],"rounds,":[135],"thereby":[136],"offering":[137],"substantial":[138],"improvements":[139],"communication":[141],"cost":[142],"efficiency.":[143],"Notably,":[144],"it":[145],"outperforms":[146],"by":[150],"factor":[152],"n":[154,160],"on":[155],"user":[157,176],"side,":[158],"represents":[161],"number":[163,249],"users.":[165],"Furthermore,":[166],"computation":[170,208],"each":[173],"per":[175],"exhibits":[177],"logarithmic":[179],"growth":[180,191],"with":[181,186],"respect":[182],"$n$,":[184],"contrasting":[185],"linearithmic":[188,222],"or":[189,221],"quadratic":[190,216],"observed":[192],"al.,":[200,220],"respectively.":[201],"We":[202,268],"also":[203],"require":[204],"linear":[205],"(in":[206],"n)":[207],"from":[210],"server":[212],"as":[213,247,260],"opposed":[214],"realm":[233],"learning,":[236],"delicate":[238],"tradeoff":[239],"comes":[240],"into":[241],"play:":[242],"shine":[245],"brighter":[246],"participating":[251],"parties":[252],"increases,":[253],"yet":[254],"they":[255],"exhibit":[256],"diminishing":[257],"computational":[258,288],"efficiency":[259],"sheer":[262],"volume":[263],"weights/parameters":[265],"increases":[266],"significantly.":[267],"report":[269],"an":[270],"implementation":[271],"system":[274],"compare":[276],"performance":[278],"against":[279],"works,":[281],"demonstrating":[282],"burden":[289],"message":[292],"size.":[293]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-14T06:41:57.775601","created_date":"2025-10-10T00:00:00"}
