{"id":"https://openalex.org/W4388675115","doi":"https://doi.org/10.1109/allerton58177.2023.10313432","title":"Near-optimal Differentially Private Client Selection in Federated Settings","display_name":"Near-optimal Differentially Private Client Selection in Federated Settings","publication_year":2023,"publication_date":"2023-09-26","ids":{"openalex":"https://openalex.org/W4388675115","doi":"https://doi.org/10.1109/allerton58177.2023.10313432"},"language":"en","primary_location":{"id":"doi:10.1109/allerton58177.2023.10313432","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/allerton58177.2023.10313432","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 59th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","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/A5060273764","display_name":"Syed Eqbal Alam","orcid":"https://orcid.org/0000-0003-4398-5877"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Syed Eqbal Alam","raw_affiliation_strings":["University of New Brunswick,Faculty of Engineering,Fredericton,Canada","Faculty of Engineering, University of New Brunswick, Fredericton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of New Brunswick,Faculty of Engineering,Fredericton,Canada","institution_ids":["https://openalex.org/I106938459"]},{"raw_affiliation_string":"Faculty of Engineering, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055515270","display_name":"Dhirendra Shukla","orcid":"https://orcid.org/0000-0002-0036-714X"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dhirendra Shukla","raw_affiliation_strings":["University of New Brunswick,Faculty of Engineering,Fredericton,Canada","Faculty of Engineering, University of New Brunswick, Fredericton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of New Brunswick,Faculty of Engineering,Fredericton,Canada","institution_ids":["https://openalex.org/I106938459"]},{"raw_affiliation_string":"Faculty of Engineering, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055571512","display_name":"Shrisha Rao","orcid":"https://orcid.org/0000-0003-0625-5103"},"institutions":[{"id":"https://openalex.org/I181514455","display_name":"International Institute of Information Technology Bangalore","ror":"https://ror.org/05h9eqy10","country_code":"IN","type":"education","lineage":["https://openalex.org/I181514455"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shrisha Rao","raw_affiliation_strings":["International Institute of Information Technology,Bangalore,Karnataka,India","International Institute of Information Technology, Bangalore, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology,Bangalore,Karnataka,India","institution_ids":["https://openalex.org/I181514455"]},{"raw_affiliation_string":"International Institute of Information Technology, Bangalore, Karnataka, India","institution_ids":["https://openalex.org/I181514455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9997000098228455,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9947999715805054,"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/differential-privacy","display_name":"Differential privacy","score":0.8407490253448486},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7859507203102112},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7153692245483398},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6398220062255859},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6285035610198975},{"id":"https://openalex.org/keywords/selection-algorithm","display_name":"Selection algorithm","score":0.5394540429115295},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5348673462867737},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.5018281936645508},{"id":"https://openalex.org/keywords/client-side","display_name":"Client-side","score":0.5010800361633301},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.48680850863456726},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.4841107130050659},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.43700164556503296},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3346565365791321},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3194306492805481},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2680833339691162},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21212393045425415},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20957770943641663},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20118838548660278},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.19861945509910583}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.8407490253448486},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7859507203102112},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7153692245483398},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6398220062255859},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6285035610198975},{"id":"https://openalex.org/C2775973920","wikidata":"https://www.wikidata.org/wiki/Q3252726","display_name":"Selection algorithm","level":3,"score":0.5394540429115295},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5348673462867737},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.5018281936645508},{"id":"https://openalex.org/C202477664","wikidata":"https://www.wikidata.org/wiki/Q1352449","display_name":"Client-side","level":2,"score":0.5010800361633301},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.48680850863456726},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.4841107130050659},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.43700164556503296},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3346565365791321},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3194306492805481},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2680833339691162},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21212393045425415},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20957770943641663},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20118838548660278},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19861945509910583},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/allerton58177.2023.10313432","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/allerton58177.2023.10313432","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 59th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322675","display_name":"Mitacs","ror":"https://ror.org/00cjrc276"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1920382817","https://openalex.org/W1981029888","https://openalex.org/W1997176470","https://openalex.org/W2053801139","https://openalex.org/W2092845654","https://openalex.org/W2097272254","https://openalex.org/W2179668899","https://openalex.org/W2613763152","https://openalex.org/W2753855453","https://openalex.org/W2810524107","https://openalex.org/W2911978475","https://openalex.org/W2914113355","https://openalex.org/W2940609437","https://openalex.org/W2952983945","https://openalex.org/W2966597656","https://openalex.org/W2995022099","https://openalex.org/W3009468551","https://openalex.org/W3013650022","https://openalex.org/W3033511014","https://openalex.org/W3034401716","https://openalex.org/W3098954913","https://openalex.org/W3102692023","https://openalex.org/W3133660689","https://openalex.org/W4205228770","https://openalex.org/W4226167551","https://openalex.org/W4236301494","https://openalex.org/W4249192582","https://openalex.org/W4304731539","https://openalex.org/W4308087395","https://openalex.org/W4379618860","https://openalex.org/W4391019887","https://openalex.org/W6677186076","https://openalex.org/W6681909838","https://openalex.org/W6712394148","https://openalex.org/W6728757088","https://openalex.org/W6744220956","https://openalex.org/W6753321295","https://openalex.org/W6761618606","https://openalex.org/W6783547664"],"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/W3193217249","https://openalex.org/W4280591108","https://openalex.org/W3021849752","https://openalex.org/W4286891119"],"abstract_inverted_index":{"We":[0,13],"develop":[1],"an":[2],"iterative":[3],"differentially":[4],"private":[5],"algorithm":[6,51,60],"for":[7],"client":[8],"selection":[9],"in":[10],"federated":[11,16],"settings.":[12],"consider":[14],"a":[15,22,27,39,72],"network":[17],"wherein":[18],"clients":[19,31,66],"coordinate":[20],"with":[21,71],"central":[23],"server":[24],"to":[25,34,64,83],"complete":[26],"task;":[28],"however,":[29],"the":[30,65,80,85],"decide":[32],"whether":[33],"participate":[35],"or":[36],"not":[37,53],"at":[38],"time":[40],"step":[41],"based":[42],"on":[43],"their":[44],"preferences\u2014local":[45],"computation":[46],"and":[47],"probabilistic":[48],"intent.":[49],"The":[50,58],"does":[52],"require":[54],"client-to-client":[55],"information":[56],"exchange.":[57],"developed":[59],"provides":[61],"near-optimal":[62],"values":[63],"over":[67],"long-term":[68],"average":[69],"participation":[70],"certain":[73],"differential":[74],"privacy":[75],"guarantee.":[76],"Finally,":[77],"we":[78],"present":[79],"experimental":[81],"results":[82],"check":[84],"algorithm\u2019s":[86],"efficacy.":[87]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}