{"id":"https://openalex.org/W3196410670","doi":"https://doi.org/10.1109/isit45174.2021.9518151","title":"Robust Local Differential Privacy","display_name":"Robust Local Differential Privacy","publication_year":2021,"publication_date":"2021-07-12","ids":{"openalex":"https://openalex.org/W3196410670","doi":"https://doi.org/10.1109/isit45174.2021.9518151","mag":"3196410670"},"language":"en","primary_location":{"id":"doi:10.1109/isit45174.2021.9518151","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit45174.2021.9518151","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ris.utwente.nl/ws/files/276642771/Lopuhaa_Zwakenberg2021robust.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066676005","display_name":"Milan Lopuha\u00e4-Zwakenberg","orcid":"https://orcid.org/0000-0001-5687-854X"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Milan Lopuha\u00e4-Zwakenberg","raw_affiliation_strings":["Eindhoven University of Technology,the Netherlands","Eindhoven University of Technology, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology,the Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Eindhoven University of Technology, the Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089628451","display_name":"Jasper Goseling","orcid":"https://orcid.org/0000-0001-5820-7301"},"institutions":[{"id":"https://openalex.org/I1341640284","display_name":"Centrum Wiskunde & Informatica","ror":"https://ror.org/00x7ekv49","country_code":"NL","type":"facility","lineage":["https://openalex.org/I1341640284","https://openalex.org/I2800991832","https://openalex.org/I4405262988"]},{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jasper Goseling","raw_affiliation_strings":["University of Twente, and CWI,the Netherlands","University of Twente, and CWI, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Twente, and CWI,the Netherlands","institution_ids":["https://openalex.org/I94624287"]},{"raw_affiliation_string":"University of Twente, and CWI, the Netherlands","institution_ids":["https://openalex.org/I1341640284","https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4391,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.61870317,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"557","last_page":"562"},"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":0.9934999942779541,"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":0.9628000259399414,"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/computer-science","display_name":"Computer science","score":0.6220011115074158},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.5947882533073425},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5711215138435364},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4336652457714081},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.41488173604011536},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3984821140766144},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.38517409563064575},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3720213770866394},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3361533284187317},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09525683522224426}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6220011115074158},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.5947882533073425},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5711215138435364},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4336652457714081},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.41488173604011536},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3984821140766144},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.38517409563064575},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3720213770866394},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3361533284187317},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09525683522224426}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isit45174.2021.9518151","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit45174.2021.9518151","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:ris.utwente.nl:publications/42fb46b5-5f48-4a0c-aad3-0e43f352c048","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/42fb46b5-5f48-4a0c-aad3-0e43f352c048","pdf_url":"https://ris.utwente.nl/ws/files/276642771/Lopuhaa_Zwakenberg2021robust.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lopuha\u00e4-Zwakenberg, M & Goseling, J 2021, Robust Local Differential Privacy. in IEEE International Symposium on Information Theory : ISIT. IEEE, pp. 557-562, IEEE International Symposium on Information Theory, ISIT 2021, Melbourne, Australia, 12/07/21. https://doi.org/10.1109/ISIT45174.2021.9518151","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:ris.utwente.nl:publications/42fb46b5-5f48-4a0c-aad3-0e43f352c048","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/42fb46b5-5f48-4a0c-aad3-0e43f352c048","pdf_url":"https://ris.utwente.nl/ws/files/276642771/Lopuhaa_Zwakenberg2021robust.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lopuha\u00e4-Zwakenberg, M & Goseling, J 2021, Robust Local Differential Privacy. in IEEE International Symposium on Information Theory : ISIT. IEEE, pp. 557-562, IEEE International Symposium on Information Theory, ISIT 2021, Melbourne, Australia, 12/07/21. https://doi.org/10.1109/ISIT45174.2021.9518151","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6955336422","display_name":"Bridging The Gap Between Theory and Practice in Data Privacy","funder_award_id":"628.001.026","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3196410670.pdf","grobid_xml":"https://content.openalex.org/works/W3196410670.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1542523037","https://openalex.org/W1714669175","https://openalex.org/W2013823004","https://openalex.org/W2021238795","https://openalex.org/W2033092546","https://openalex.org/W2053801139","https://openalex.org/W2077217970","https://openalex.org/W2147324825","https://openalex.org/W2147435839","https://openalex.org/W2735852363","https://openalex.org/W2913434935","https://openalex.org/W2963412800","https://openalex.org/W2963634943","https://openalex.org/W2963660569","https://openalex.org/W2968437089","https://openalex.org/W2971533378","https://openalex.org/W3125338181","https://openalex.org/W3125887583","https://openalex.org/W4251616545","https://openalex.org/W4287371805","https://openalex.org/W6681909838","https://openalex.org/W6758646359"],"related_works":["https://openalex.org/W76894243","https://openalex.org/W2086253379","https://openalex.org/W2128435021","https://openalex.org/W2128719260","https://openalex.org/W1509467138","https://openalex.org/W1503658519","https://openalex.org/W2005305139","https://openalex.org/W63131150","https://openalex.org/W2091644709","https://openalex.org/W584582361"],"abstract_inverted_index":{"We":[0,26,72],"consider":[1],"data":[2],"release":[3,105],"protocols":[4,80],"for":[5,61,117],"data$X=":[6],"(S,":[7],"U)$,":[8],"where$S$is":[9],"sensitive;":[10],"the":[11,28,42,46,89],"released":[12],"data$Y$contains":[13],"as":[14],"much":[15,24],"information":[16],"about$X$as":[17],"possible,":[18],"measured":[19],"as$\\mathrm{I}(X;Y)$,":[20],"without":[21],"leaking":[22],"too":[23],"about$S$.":[25],"introduce":[27],"Robust":[29,56],"Local":[30],"Differential":[31],"Privacy":[32],"(RLDP)":[33],"framework":[34,39],"to":[35,50,101],"measure":[36],"privacy.":[37],"This":[38],"relies":[40,109],"on":[41,69,110,129],"underlying":[43],"distribution":[44],"of":[45,86],"data,":[47],"which":[48],"needs":[49],"be":[51],"estimated":[52],"from":[53,81,98],"available":[54],"data.":[55],"privacy":[57,60],"guarantees":[58],"ensure":[59],"all":[62,135],"distributions":[63],"in":[64],"a":[65,82,93],"confidence":[66,90],"set":[67,91],"based":[68],"this":[70],"estimate.":[71],"also":[73],"present":[74],"three":[75,136],"algorithms":[76,124,137],"that":[77,134],"construct":[78],"RLDP":[79],"given":[83],"dataset.":[84],"One":[85],"these":[87],"approximates":[88],"by":[92],"polytope":[94],"and":[95,113,127],"uses":[96],"results":[97],"robust":[99],"optimisation":[100],"yield":[102],"high":[103],"utility":[104,141],"protocols.":[106],"However,":[107],"it":[108],"vertex":[111],"enumeration":[112],"becomes":[114],"computationally":[115],"infeasible":[116],"large":[118],"input":[119],"alphabets.":[120],"The":[121],"other":[122],"two":[123],"are":[125],"low-complexity":[126],"build":[128],"randomised":[130],"response.":[131],"Experiments":[132],"verify":[133],"offer":[138],"significantly":[139],"improved":[140],"over":[142],"regular":[143],"LDP.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}
