{"id":"https://openalex.org/W4289655041","doi":"https://doi.org/10.1109/isit50566.2022.9834796","title":"Robust Optimization for Local Differential Privacy","display_name":"Robust Optimization for Local Differential Privacy","publication_year":2022,"publication_date":"2022-06-26","ids":{"openalex":"https://openalex.org/W4289655041","doi":"https://doi.org/10.1109/isit50566.2022.9834796"},"language":"en","primary_location":{"id":"doi:10.1109/isit50566.2022.9834796","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit50566.2022.9834796","pdf_url":null,"source":{"id":"https://openalex.org/S4363604560","display_name":"2022 IEEE International Symposium on Information Theory (ISIT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 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://research.utwente.nl/en/publications/7e5638c0-3693-40aa-970a-b5d7ec672c08","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089628451","display_name":"Jasper Goseling","orcid":"https://orcid.org/0000-0001-5820-7301"},"institutions":[{"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,the Netherlands","University of Twente, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Twente,the Netherlands","institution_ids":["https://openalex.org/I94624287"]},{"raw_affiliation_string":"University of Twente, the Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","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/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":"Milan Lopuha\u00e4-Zwakenberg","raw_affiliation_strings":["University of Twente,the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Twente,the Netherlands","institution_ids":["https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I94624287"],"apc_list":null,"apc_paid":null,"fwci":0.6723,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69512195,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1629","last_page":"1634"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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":0.9998000264167786,"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/T11720","display_name":"Probability and Risk Models","score":0.9843999743461609,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.8994427919387817},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7198450565338135},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.6890537142753601},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6770935654640198},{"id":"https://openalex.org/keywords/robust-optimization","display_name":"Robust optimization","score":0.6561177372932434},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5520159602165222},{"id":"https://openalex.org/keywords/dual-polyhedron","display_name":"Dual polyhedron","score":0.5472126603126526},{"id":"https://openalex.org/keywords/data-publishing","display_name":"Data publishing","score":0.5406733155250549},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.5223684906959534},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4311659336090088},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.355747789144516},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23866647481918335},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20269352197647095},{"id":"https://openalex.org/keywords/publishing","display_name":"Publishing","score":0.10891792178153992}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.8994427919387817},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7198450565338135},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.6890537142753601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6770935654640198},{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.6561177372932434},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5520159602165222},{"id":"https://openalex.org/C105313907","wikidata":"https://www.wikidata.org/wiki/Q1053857","display_name":"Dual polyhedron","level":2,"score":0.5472126603126526},{"id":"https://openalex.org/C2781396290","wikidata":"https://www.wikidata.org/wiki/Q17051824","display_name":"Data publishing","level":3,"score":0.5406733155250549},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.5223684906959534},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4311659336090088},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.355747789144516},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23866647481918335},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20269352197647095},{"id":"https://openalex.org/C151719136","wikidata":"https://www.wikidata.org/wiki/Q3972943","display_name":"Publishing","level":2,"score":0.10891792178153992},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isit50566.2022.9834796","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit50566.2022.9834796","pdf_url":null,"source":{"id":"https://openalex.org/S4363604560","display_name":"2022 IEEE International Symposium on Information Theory (ISIT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:ris.utwente.nl:openaire/7e5638c0-3693-40aa-970a-b5d7ec672c08","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/7e5638c0-3693-40aa-970a-b5d7ec672c08","pdf_url":null,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Goseling, J & Lopuha\u00e4-Zwakenberg, M 2022, Robust Optimization for Local Differential Privacy. in 2022 IEEE International Symposium on Information Theory (ISIT) 2022. IEEE, Piscataway, NJ, pp. 1629-1634, 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, 26/06/22. https://doi.org/10.1109/ISIT50566.2022.9834796","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:ris.utwente.nl:openaire/7e5638c0-3693-40aa-970a-b5d7ec672c08","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/7e5638c0-3693-40aa-970a-b5d7ec672c08","pdf_url":null,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Goseling, J & Lopuha\u00e4-Zwakenberg, M 2022, Robust Optimization for Local Differential Privacy. in 2022 IEEE International Symposium on Information Theory (ISIT) 2022. IEEE, Piscataway, NJ, pp. 1629-1634, 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, 26/06/22. https://doi.org/10.1109/ISIT50566.2022.9834796","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6399999856948853,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1484551447","https://openalex.org/W1542523037","https://openalex.org/W1714669175","https://openalex.org/W2033092546","https://openalex.org/W2147324825","https://openalex.org/W2245160765","https://openalex.org/W2735852363","https://openalex.org/W2963412800","https://openalex.org/W2963634943","https://openalex.org/W3005813668","https://openalex.org/W3009468551","https://openalex.org/W3125338181","https://openalex.org/W3196410670","https://openalex.org/W4251616545","https://openalex.org/W4289655041","https://openalex.org/W6681909838"],"related_works":["https://openalex.org/W2961912854","https://openalex.org/W3094463742","https://openalex.org/W2915559073","https://openalex.org/W2884294946","https://openalex.org/W3209392453","https://openalex.org/W2951798800","https://openalex.org/W4241535341","https://openalex.org/W4311074414","https://openalex.org/W4234819362","https://openalex.org/W1484288940"],"abstract_inverted_index":{"We":[0,11,36,69],"consider":[1],"the":[2,15,30,38,42,57,60,71],"setting":[3],"of":[4,17,29,40,59,73],"publishing":[5],"data":[6,31,44],"without":[7],"leaking":[8],"sensitive":[9],"information.":[10],"do":[12],"so":[13],"in":[14,32,86],"framework":[16],"Robust":[18],"Local":[19],"Differential":[20],"Privacy":[21],"(RLDP).":[22],"This":[23],"ensures":[24],"privacy":[25],"for":[26,56],"all":[27],"distributions":[28],"an":[33],"uncertainty":[34],"set.":[35],"formulate":[37],"problem":[39],"finding":[41],"optimal":[43],"release":[45],"protocol":[46],"as":[47],"a":[48,65],"robust":[49],"optimization":[50,67,76],"problem.":[51,68],"By":[52],"deriving":[53],"closed-form":[54],"expressions":[55],"duals":[58],"constraints":[61],"involved":[62],"we":[63,83],"obtain":[64],"convex":[66],"compare":[70],"performance":[72],"four":[74],"possible":[75],"problems":[77],"depending":[78],"on":[79],"whether":[80],"or":[81],"not":[82],"require":[84],"robustness":[85],"i)":[87],"utility":[88],"and":[89],"ii)":[90],"privacy.":[91]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}
