{"id":"https://openalex.org/W2294904676","doi":"https://doi.org/10.4230/lipics.forc.2026.4","title":"Concentrated Differential Privacy","display_name":"Concentrated Differential Privacy","publication_year":2016,"publication_date":"2016-03-06","ids":{"openalex":"https://openalex.org/W2294904676","doi":"https://doi.org/10.4230/lipics.forc.2026.4","mag":"2294904676"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:1603.01887","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1603.01887","pdf_url":"https://arxiv.org/pdf/1603.01887","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":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1603.01887","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011820318","display_name":"Cynthia Dwork","orcid":"https://orcid.org/0000-0001-7177-3738"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dwork, Cynthia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5057788395","display_name":"Guy N. Rothblum","orcid":"https://orcid.org/0000-0001-5273-6472"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rothblum, Guy N.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":36.6532,"has_fulltext":true,"cited_by_count":292,"citation_normalized_percentile":{"value":0.9971646,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"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":0.9912999868392944,"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":0.9896000027656555,"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":0.9498804807662964},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.5868142247200012},{"id":"https://openalex.org/keywords/relaxation","display_name":"Relaxation (psychology)","score":0.5657636523246765},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5633866190910339},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.542656421661377},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4120180904865265},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.33665427565574646},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21515744924545288},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16536355018615723},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11762437224388123},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.054450422525405884}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.9498804807662964},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.5868142247200012},{"id":"https://openalex.org/C2776029896","wikidata":"https://www.wikidata.org/wiki/Q3935810","display_name":"Relaxation (psychology)","level":2,"score":0.5657636523246765},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5633866190910339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.542656421661377},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4120180904865265},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33665427565574646},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21515744924545288},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16536355018615723},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11762437224388123},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.054450422525405884},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"pmh:oai:arXiv.org:1603.01887","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1603.01887","pdf_url":"https://arxiv.org/pdf/1603.01887","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":"","raw_type":"text"},{"id":"pmh:oai:drops-oai.dagstuhl.de:25975","is_oa":true,"landing_page_url":"https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2026.4","pdf_url":"https://drops.dagstuhl.de/storage/00lipics/lipics-vol368-forc2026/LIPIcs.FORC.2026.4/LIPIcs.FORC.2026.4.pdf","source":{"id":"https://openalex.org/S4377196569","display_name":"DROPS (Schloss Dagstuhl \u2013 Leibniz Center for Informatics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2799853480","host_organization_name":"Schloss Dagstuhl \u2013 Leibniz Center for Informatics","host_organization_lineage":["https://openalex.org/I2799853480"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publishedVersion"},{"id":"pmh:doi:10.4230/lipics.forc.2026.4","is_oa":true,"landing_page_url":"https://differentialprivacy.org/open-problem-selection/","pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"ConferencePaper"},{"id":"doi:10.48550/arxiv.1603.01887","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1603.01887","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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.4230/lipics.forc.2026.4","is_oa":true,"landing_page_url":"https://doi.org/10.4230/lipics.forc.2026.4","pdf_url":null,"source":{"id":"https://openalex.org/S7407052059","display_name":"Dagstuhl Research Online Publication Server","issn_l":null,"issn":[],"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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1603.01887","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1603.01887","pdf_url":"https://arxiv.org/pdf/1603.01887","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":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1482235099","https://openalex.org/W1873763122","https://openalex.org/W2120806354"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2734500670","https://openalex.org/W2558166297","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W1751413323","https://openalex.org/W2571704763","https://openalex.org/W4315488958"],"abstract_inverted_index":{"Steinke":[0],"[2025]":[1],"recently":[2],"asked":[3],"the":[4,12,58],"following":[5],"intriguing":[6],"open":[7],"question:":[8],"Can":[9],"we":[10,41],"solve":[11],"differentially":[13],"private":[14],"selection":[15],"problem":[16],"with":[17],"nearly-optimal":[18],"error":[19,43,73],"by":[20],"only":[21],"(adaptively)":[22],"invoking":[23],"Gaussian":[24],"mechanism":[25,60,69],"on":[26,67],"low-sensitivity":[27],"queries?":[28],"We":[29],"resolve":[30],"this":[31],"question":[32],"positively.":[33],"In":[34],"particular,":[35],"for":[36],"a":[37,51],"candidate":[38],"set":[39],"\ud835\udcb4,":[40],"achieve":[42],"guarantee":[44],"of":[45,53,57,74],"O\u0303(log":[46],"|\ud835\udcb4|),":[47],"which":[48,70],"is":[49],"within":[50],"factor":[52],"(log":[54],"log":[55],"|\ud835\udcb4|)^{O(1)}":[56],"exponential":[59],"[McSherry":[61],"and":[62],"Talwar,":[63],"2007].":[64],"This":[65],"improves":[66],"Steinke\u2019s":[68],"achieves":[71],"an":[72],"O(log^{3/2}":[75],"|\ud835\udcb4|).":[76]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":30},{"year":2022,"cited_by_count":37},{"year":2021,"cited_by_count":66},{"year":2020,"cited_by_count":51},{"year":2019,"cited_by_count":36},{"year":2018,"cited_by_count":25},{"year":2017,"cited_by_count":14},{"year":2016,"cited_by_count":8}],"updated_date":"2026-06-20T22:02:38.213706","created_date":"2016-06-24T00:00:00"}