{"id":"https://openalex.org/W3089832702","doi":"https://doi.org/10.1109/icc42927.2021.9500855","title":"X-Secure T-Private Federated Submodel Learning","display_name":"X-Secure T-Private Federated Submodel Learning","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3089832702","doi":"https://doi.org/10.1109/icc42927.2021.9500855","mag":"3089832702"},"language":"en","primary_location":{"id":"doi:10.1109/icc42927.2021.9500855","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc42927.2021.9500855","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2021 - IEEE International Conference on Communications","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/abs/2010.01059v1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078730764","display_name":"Zhuqing Jia","orcid":"https://orcid.org/0000-0002-8329-9911"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhuqing Jia","raw_affiliation_strings":["University of California,Center for Pervasive Communications and Computing (CPCC),Irvine"],"affiliations":[{"raw_affiliation_string":"University of California,Center for Pervasive Communications and Computing (CPCC),Irvine","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049553679","display_name":"Syed A. Jafar","orcid":"https://orcid.org/0000-0003-2038-2977"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Syed A. Jafar","raw_affiliation_strings":["University of California,Center for Pervasive Communications and Computing (CPCC),Irvine"],"affiliations":[{"raw_affiliation_string":"University of California,Center for Pervasive Communications and Computing (CPCC),Irvine","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5078730764"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":0.14110358,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50175464,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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":0.994700014591217,"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":0.9810000061988831,"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/upload","display_name":"Upload","score":0.818488359451294},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7522619962692261},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7321169972419739},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.6887794733047485},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.6815024614334106},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.6505362391471863},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6204929351806641},{"id":"https://openalex.org/keywords/download","display_name":"Download","score":0.5675132274627686},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.46807989478111267},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4452612102031708},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3121647834777832},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.29599109292030334},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.2798509895801544},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20043662190437317},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19082176685333252},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1390504240989685}],"concepts":[{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.818488359451294},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7522619962692261},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7321169972419739},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.6887794733047485},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.6815024614334106},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.6505362391471863},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6204929351806641},{"id":"https://openalex.org/C2780154274","wikidata":"https://www.wikidata.org/wiki/Q7126717","display_name":"Download","level":2,"score":0.5675132274627686},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46807989478111267},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4452612102031708},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3121647834777832},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.29599109292030334},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2798509895801544},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20043662190437317},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19082176685333252},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1390504240989685},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icc42927.2021.9500855","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc42927.2021.9500855","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2021 - IEEE International Conference on Communications","raw_type":"proceedings-article"},{"id":"mag:3089832702","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2010.01059v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null}],"best_oa_location":{"id":"mag:3089832702","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2010.01059v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2064898684","https://openalex.org/W2155720185","https://openalex.org/W2599749253","https://openalex.org/W2888732914","https://openalex.org/W3088731039","https://openalex.org/W6669064135","https://openalex.org/W6728757088","https://openalex.org/W6748676813","https://openalex.org/W6771536673","https://openalex.org/W6781575955","https://openalex.org/W6784148882"],"related_works":["https://openalex.org/W3189221947","https://openalex.org/W3005122631","https://openalex.org/W3111015719","https://openalex.org/W2579186979","https://openalex.org/W2632746444","https://openalex.org/W1600961615","https://openalex.org/W116546113","https://openalex.org/W3195443854","https://openalex.org/W3125967158","https://openalex.org/W2951475234","https://openalex.org/W43278469","https://openalex.org/W3097745543","https://openalex.org/W2949130532","https://openalex.org/W3199781406","https://openalex.org/W1722462003","https://openalex.org/W3049011873","https://openalex.org/W2065265824","https://openalex.org/W3128029013","https://openalex.org/W3093268729","https://openalex.org/W2901391042"],"abstract_inverted_index":{"The":[0],"problem":[1],"of":[2,59,67,77,97,151],"(information-theoretic)":[3],"$X$-secure":[4,33,82],"$T$-private":[5,83],"federated":[6],"submodel":[7,46,62],"learning":[8,17],"represents":[9],"a":[10,13,88,107],"setting":[11],"where":[12],"large":[14],"scale":[15],"machine":[16],"model":[18],"is":[19,48,111],"partitioned":[20],"into":[21],"$K$":[22],"submodels":[23],"and":[24,100,104,121,154],"stored":[25],"across":[26],"$N$":[27],"distributed":[28,108],"servers":[29],"according":[30],"to":[31,41,51,69,106,113],"an":[32,136],"threshold":[34],"secret":[35],"sharing":[36],"scheme.":[37],"Various":[38],"users":[39],"wish":[40],"successively":[42],"train":[43],"(update)":[44],"the":[45,57,75,134,148],"that":[47],"most":[49],"relevant":[50,61],"their":[52,60],"local":[53],"data":[54],"while":[55],"keeping":[56],"identity":[58],"private":[63,152],"from":[64,103,127,147],"any":[65],"set":[66],"up":[68],"$T$":[70],"colluding":[71],"servers.":[72],"Inspired":[73],"by":[74,139,143],"idea":[76],"cross-subspace":[78],"alignment":[79],"(CSA)":[80],"for":[81,93],"information":[84],"retrieval,":[85],"we":[86],"propose":[87],"novel":[89],"CSA-RW":[90,110],"(read-write)":[91],"scheme":[92],"efficiently":[94],"(in":[95],"terms":[96],"communication":[98,119],"cost)":[99],"privately":[101],"reading":[102],"writing":[105],"database.":[109],"shown":[112],"be":[114],"asymptotically/approximately":[115],"optimal":[116],"in":[117,133],"download/upload":[118],"cost,":[120],"improves":[122],"significantly":[123],"upon":[124],"available":[125],"baselines":[126],"prior":[128],"work.":[129],"It":[130],"also":[131],"answers":[132],"affirmative":[135],"open":[137],"question":[138],"Kairouz":[140],"et":[141],"al.":[142],"exploiting":[144],"synergistic":[145],"gains":[146],"joint":[149],"design":[150],"read":[153],"write":[155],"operations.":[156]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}