{"id":"https://openalex.org/W3106456643","doi":"https://doi.org/10.14778/3467861.3467870","title":"Budget sharing for multi-analyst differential privacy","display_name":"Budget sharing for multi-analyst differential privacy","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3106456643","doi":"https://doi.org/10.14778/3467861.3467870","mag":"3106456643"},"language":"en","primary_location":{"id":"doi:10.14778/3467861.3467870","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3467861.3467870","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2011.01192","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"David Pujol","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Pujol","raw_affiliation_strings":["Duke University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duke University","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yikai Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yikai Wu","raw_affiliation_strings":["Duke University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duke University","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Brandon Fain","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brandon Fain","raw_affiliation_strings":["Duke University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duke University","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ashwin Machanavajjhala","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashwin Machanavajjhala","raw_affiliation_strings":["Duke University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duke University","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I170897317"],"apc_list":null,"apc_paid":null,"fwci":0.3908,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.67667306,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"14","issue":"10","first_page":"1805","last_page":"1817"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9824000000953674,"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":0.9824000000953674,"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/T11719","display_name":"Data Quality and Management","score":0.006399999838322401,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.8090999722480774},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6238999962806702},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4650999903678894},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.44350001215934753},{"id":"https://openalex.org/keywords/budget-constraint","display_name":"Budget constraint","score":0.4309999942779541},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.4049000144004822},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.38830000162124634},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.3824999928474426}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.8090999722480774},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7972999811172485},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6238999962806702},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4650999903678894},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.44350001215934753},{"id":"https://openalex.org/C8505890","wikidata":"https://www.wikidata.org/wiki/Q605095","display_name":"Budget constraint","level":2,"score":0.4309999942779541},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.4049000144004822},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.38830000162124634},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.3824999928474426},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3808000087738037},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.3544999957084656},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.3375000059604645},{"id":"https://openalex.org/C153517567","wikidata":"https://www.wikidata.org/wiki/Q26090","display_name":"Mechanism design","level":2,"score":0.3197999894618988},{"id":"https://openalex.org/C2776854237","wikidata":"https://www.wikidata.org/wiki/Q6031064","display_name":"Information sharing","level":2,"score":0.3125999867916107},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.31119999289512634},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.3034000098705292},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.2964000105857849},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.288100004196167},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.27480000257492065},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.27230000495910645},{"id":"https://openalex.org/C51332947","wikidata":"https://www.wikidata.org/wiki/Q1172305","display_name":"Shared resource","level":2,"score":0.2671000063419342},{"id":"https://openalex.org/C113336015","wikidata":"https://www.wikidata.org/wiki/Q574010","display_name":"Complete information","level":2,"score":0.2669999897480011},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25110000371932983}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.14778/3467861.3467870","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3467861.3467870","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2011.01192","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2011.01192","pdf_url":"https://arxiv.org/pdf/2011.01192","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2011.01192","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2011.01192","pdf_url":"https://arxiv.org/pdf/2011.01192","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1601184778","https://openalex.org/W1783974455","https://openalex.org/W1890643295","https://openalex.org/W1971326463","https://openalex.org/W1981932091","https://openalex.org/W2003859203","https://openalex.org/W2017509273","https://openalex.org/W2022542865","https://openalex.org/W2049599124","https://openalex.org/W2057576485","https://openalex.org/W2071511328","https://openalex.org/W2099259603","https://openalex.org/W2110868467","https://openalex.org/W2141902405","https://openalex.org/W2151242030","https://openalex.org/W2163961697","https://openalex.org/W2165157425","https://openalex.org/W2165223967","https://openalex.org/W2167987512","https://openalex.org/W2404133814","https://openalex.org/W2599449751","https://openalex.org/W2884174229","https://openalex.org/W2911978475","https://openalex.org/W2967880504","https://openalex.org/W2970408474","https://openalex.org/W3005368569","https://openalex.org/W3011237319","https://openalex.org/W4205228770","https://openalex.org/W4255574744","https://openalex.org/W4398860172"],"related_works":[],"abstract_inverted_index":{"Large":[0],"organizations":[1,29],"that":[2,15,78,136,184,193],"collect":[3,43],"data":[4,55,82],"about":[5],"populations":[6],"(like":[7],"the":[8,36,100,113,124,167,177],"US":[9],"Census":[10],"Bureau)":[11],"release":[12,52,83],"summary":[13,54],"statistics":[14],"are":[16,30,62,74],"used":[17],"by":[18],"multiple":[19,76,120,130],"stakeholders":[20,77],"for":[21,155],"resource":[22],"allocation":[23],"and":[24,84,127,149,190],"policy":[25],"making":[26],"problems.":[27],"These":[28],"also":[31],"legally":[32],"required":[33],"to":[34,51,64,171],"protect":[35],"privacy":[37,101],"of":[38,69,115,129,176],"individuals":[39],"from":[40],"whom":[41],"they":[42,194],"data.":[44],"Differential":[45],"Privacy":[46],"(DP)":[47],"provides":[48],"a":[49,66,80,92],"solution":[50],"useful":[53],"while":[56,152],"preserving":[57],"privacy.":[58],"Most":[59],"DP":[60,98,116,162,182],"mechanisms":[61,165],"designed":[63],"answer":[65],"single":[67],"set":[68],"queries.":[70,89],"In":[71],"reality,":[72],"there":[73],"often":[75],"use":[79],"given":[81],"have":[85],"overlapping":[86],"but":[87],"not-identical":[88],"This":[90],"introduces":[91],"novel":[93,181],"joint":[94],"optimization":[95],"problem":[96,114],"in":[97,141,166],"where":[99],"budget":[102],"must":[103],"be":[104],"shared":[105],"among":[106],"different":[107],"analysts.":[108,121],"We":[109,158,179],"initiate":[110],"study":[111],"into":[112],"query":[117,163],"answering":[118,164],"across":[119],"To":[122],"capture":[123],"competing":[125],"goals":[126],"priorities":[128],"analysts,":[131],"we":[132],"formulate":[133],"three":[134],"desiderata":[135,189],"any":[137],"mechanism":[138],"should":[139],"satisfy":[140,172,186],"this":[142],"setting":[143],"-":[144,151],"The":[145],"Sharing":[146],"Incentive,":[147],"Non-interference,":[148],"Adaptivity":[150],"still":[153],"optimizing":[154],"overall":[156],"error.":[157],"demonstrate":[159],"how":[160],"existing":[161],"multi-analyst":[168],"settings":[169],"fail":[170],"at":[173],"least":[174],"one":[175],"desiderata.":[178],"present":[180],"algorithms":[183],"provably":[185],"all":[187],"our":[188],"empirically":[191],"show":[192],"incur":[195],"low":[196],"error":[197],"on":[198],"realistic":[199],"tasks.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2020-11-23T00:00:00"}
