{"id":"https://openalex.org/W2974116050","doi":"https://doi.org/10.1007/978-3-030-31500-9_2","title":"Integral Privacy Compliant Statistics Computation","display_name":"Integral Privacy Compliant Statistics Computation","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2974116050","doi":"https://doi.org/10.1007/978-3-030-31500-9_2","mag":"2974116050"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-31500-9_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-31500-9_2","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-31500-9_2.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-31500-9_2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068870695","display_name":"Navoda Senavirathne","orcid":"https://orcid.org/0000-0002-2564-0683"},"institutions":[{"id":"https://openalex.org/I157286207","display_name":"National University of Ireland, Maynooth","ror":"https://ror.org/048nfjm95","country_code":"IE","type":"education","lineage":["https://openalex.org/I157286207"]},{"id":"https://openalex.org/I205158640","display_name":"University of Sk\u00f6vde","ror":"https://ror.org/051mrsz47","country_code":"SE","type":"education","lineage":["https://openalex.org/I205158640"]}],"countries":["IE","SE"],"is_corresponding":true,"raw_author_name":"Navoda Senavirathne","raw_affiliation_strings":["Hamilton Institute, Maynooth University, Maynooth, Ireland","School of Informatics, University of Sk\u00f6vde, Sk\u00f6vde, Sweden"],"affiliations":[{"raw_affiliation_string":"Hamilton Institute, Maynooth University, Maynooth, Ireland","institution_ids":["https://openalex.org/I157286207"]},{"raw_affiliation_string":"School of Informatics, University of Sk\u00f6vde, Sk\u00f6vde, Sweden","institution_ids":["https://openalex.org/I205158640"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076985479","display_name":"Vicen\u00e7 Torra","orcid":"https://orcid.org/0000-0002-0368-8037"},"institutions":[{"id":"https://openalex.org/I157286207","display_name":"National University of Ireland, Maynooth","ror":"https://ror.org/048nfjm95","country_code":"IE","type":"education","lineage":["https://openalex.org/I157286207"]},{"id":"https://openalex.org/I205158640","display_name":"University of Sk\u00f6vde","ror":"https://ror.org/051mrsz47","country_code":"SE","type":"education","lineage":["https://openalex.org/I205158640"]}],"countries":["IE","SE"],"is_corresponding":false,"raw_author_name":"Vicen\u00e7 Torra","raw_affiliation_strings":["Hamilton Institute, Maynooth University, Maynooth, Ireland","School of Informatics, University of Sk\u00f6vde, Sk\u00f6vde, Sweden"],"affiliations":[{"raw_affiliation_string":"Hamilton Institute, Maynooth University, Maynooth, Ireland","institution_ids":["https://openalex.org/I157286207"]},{"raw_affiliation_string":"School of Informatics, University of Sk\u00f6vde, Sk\u00f6vde, Sweden","institution_ids":["https://openalex.org/I205158640"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068870695"],"corresponding_institution_ids":["https://openalex.org/I157286207","https://openalex.org/I205158640"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":1.1014,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81252176,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"22","last_page":"38"},"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":0.994700014591217,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social 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":0.9232324361801147},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.81723952293396},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.553347110748291},{"id":"https://openalex.org/keywords/privacy-software","display_name":"Privacy software","score":0.4948083758354187},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.45069676637649536},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3862774968147278},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.18559953570365906}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.9232324361801147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.81723952293396},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.553347110748291},{"id":"https://openalex.org/C509729295","wikidata":"https://www.wikidata.org/wiki/Q7246032","display_name":"Privacy software","level":3,"score":0.4948083758354187},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.45069676637649536},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3862774968147278},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.18559953570365906},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-31500-9_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-31500-9_2","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-31500-9_2.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:mural.maynoothuniversity.ie:14382","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196372","display_name":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157286207","host_organization_name":"National University of Ireland, Maynooth","host_organization_lineage":["https://openalex.org/I157286207"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:DiVA.org:his-18008","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:his:diva-18008","pdf_url":null,"source":{"id":"https://openalex.org/S4306401029","display_name":"University Library of Sk\u00f6vde (University of Sk\u00f6vde)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205158640","host_organization_name":"University of Sk\u00f6vde","host_organization_lineage":["https://openalex.org/I205158640"],"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":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-31500-9_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-31500-9_2","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-31500-9_2.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2974116050.pdf","grobid_xml":"https://content.openalex.org/works/W2974116050.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1485110750","https://openalex.org/W1873763122","https://openalex.org/W2010523825","https://openalex.org/W2117897510","https://openalex.org/W2138865266","https://openalex.org/W2158037536","https://openalex.org/W2560610000","https://openalex.org/W2582825155","https://openalex.org/W2898659432","https://openalex.org/W2914526332","https://openalex.org/W4244777963","https://openalex.org/W4244934195"],"related_works":["https://openalex.org/W4304208041","https://openalex.org/W4315488958","https://openalex.org/W4309618081","https://openalex.org/W3176515490","https://openalex.org/W4226426276","https://openalex.org/W3185918024","https://openalex.org/W3138333794","https://openalex.org/W2083287929","https://openalex.org/W2773408865","https://openalex.org/W2735874745"],"abstract_inverted_index":{"Abstract":[0],"Data":[1],"analysis":[2,46,51,132,161],"is":[3,14,29,116,143,204],"expected":[4],"to":[5,17,32,81,101,125,157,176,218,222,234],"provide":[6],"accurate":[7],"descriptions":[8],"of":[9,37,66,105,121,127,149,153,170,226,260],"the":[10,44,64,67,119,128,135,138,146,158,168,189,207,223,227,255],"data.":[11,24],"However,":[12,246],"this":[13,26,83,86,164],"in":[15,85,137,258],"opposition":[16],"privacy":[18,57,96,115,209,233,243],"requirements":[19],"when":[20],"working":[21],"with":[22,109,174,185,193],"sensitive":[23,38],"In":[25,78,112,163],"case,":[27],"there":[28],"a":[30,93,106],"need":[31],"ensure":[33],"that":[34,155,206,231],"no":[35],"disclosure":[36],"information":[39],"takes":[40],"place":[41],"by":[42,145],"releasing":[43],"data":[45,50,62,68,131,160,179,184],"results.":[47,162],"Therefore,":[48],"privacy-preserving":[49],"has":[52,212],"become":[53],"significant.":[54],"Enforcing":[55],"strict":[56],"guarantees":[58],"can":[59,98,252],"significantly":[60],"distort":[61],"or":[63],"results":[65,169,190],"analysis,":[69,202],"thus":[70],"limiting":[71],"their":[72],"analytical":[73],"utility":[74,214],"(i.e.,":[75],"differential":[76,197,219,242],"privacy).":[77],"an":[79,248],"attempt":[80],"address":[82],"issue,":[84],"paper":[87],"we":[88,166,229],"discuss":[89],"how":[90],"\u201cintegral":[91],"privacy\u201d;":[92],"re-sampling":[94,250],"based":[95,210],"model;":[97],"be":[99,235],"used":[100],"compute":[102],"descriptive":[103],"statistics":[104,173,194],"given":[107],"dataset":[108],"high":[110,213],"utility.":[111],"integral":[113,208,232,261],"privacy,":[114],"achieved":[117],"through":[118,196,200],"notion":[120],"stability,":[122],"which":[123],"leads":[124],"release":[126],"least":[129],"susceptible":[130],"result":[133],"towards":[134,238],"changes":[136],"input":[139],"dataset.":[140],"Here,":[141],"stability":[142],"explained":[144],"relative":[147],"frequency":[148],"different":[150,177],"generators":[151],"(re-samples":[152],"data)":[154],"lead":[156],"same":[159],"work,":[165],"compare":[167],"integrally":[171],"private":[172],"respect":[175],"theoretical":[178],"distributions":[180],"and":[181,215],"real":[182],"world":[183],"differing":[186],"parameters.":[187],"Moreover,":[188],"are":[191],"compared":[192,217],"obtained":[195],"privacy.":[198,220,262],"Finally,":[199],"empirical":[201],"it":[203],"shown":[205],"approach":[211],"robustness":[216],"Due":[221],"computational":[224,256],"complexity":[225],"method":[228],"propose":[230],"more":[236],"suitable":[237],"small":[239],"datasets":[240],"where":[241],"performs":[244],"poorly.":[245],"adopting":[247],"efficient":[249],"mechanism":[251],"further":[253],"improve":[254],"efficiency":[257],"terms":[259]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
