{"id":"https://openalex.org/W1968752677","doi":"https://doi.org/10.1145/2414456.2414474","title":"On sampling, anonymization, and differential privacy or, <i>k</i> -anonymization meets differential privacy","display_name":"On sampling, anonymization, and differential privacy or, <i>k</i> -anonymization meets differential privacy","publication_year":2012,"publication_date":"2012-05-02","ids":{"openalex":"https://openalex.org/W1968752677","doi":"https://doi.org/10.1145/2414456.2414474","mag":"1968752677"},"language":"en","primary_location":{"id":"doi:10.1145/2414456.2414474","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2414456.2414474","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM Symposium on Information, Computer and Communications Security","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101471208","display_name":"Ninghui Li","orcid":"https://orcid.org/0000-0001-8207-9717"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ninghui Li","raw_affiliation_strings":["Purdue University, West Lafayette, IN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085583069","display_name":"Wahbeh Qardaji","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wahbeh Qardaji","raw_affiliation_strings":["Purdue University, West Lafayette, IN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102944086","display_name":"Dong Su","orcid":"https://orcid.org/0000-0002-1410-2468"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dong Su","raw_affiliation_strings":["Purdue University, West Lafayette, IN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":6.5042,"has_fulltext":false,"cited_by_count":205,"citation_normalized_percentile":{"value":0.9744313,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"32","last_page":"33"},"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":0.9969000220298767,"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":0.9901999831199646,"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":0.921930193901062},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7786931991577148},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.7041877508163452},{"id":"https://openalex.org/keywords/data-publishing","display_name":"Data publishing","score":0.6689687371253967},{"id":"https://openalex.org/keywords/privacy-software","display_name":"Privacy software","score":0.5697880983352661},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5193994045257568},{"id":"https://openalex.org/keywords/data-anonymization","display_name":"Data anonymization","score":0.4424760341644287},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.42113351821899414},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3863423764705658},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33552008867263794},{"id":"https://openalex.org/keywords/publishing","display_name":"Publishing","score":0.2567564845085144},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.07051277160644531}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.921930193901062},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7786931991577148},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.7041877508163452},{"id":"https://openalex.org/C2781396290","wikidata":"https://www.wikidata.org/wiki/Q17051824","display_name":"Data publishing","level":3,"score":0.6689687371253967},{"id":"https://openalex.org/C509729295","wikidata":"https://www.wikidata.org/wiki/Q7246032","display_name":"Privacy software","level":3,"score":0.5697880983352661},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5193994045257568},{"id":"https://openalex.org/C2776945810","wikidata":"https://www.wikidata.org/wiki/Q17006654","display_name":"Data anonymization","level":3,"score":0.4424760341644287},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.42113351821899414},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3863423764705658},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33552008867263794},{"id":"https://openalex.org/C151719136","wikidata":"https://www.wikidata.org/wiki/Q3972943","display_name":"Publishing","level":2,"score":0.2567564845085144},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.07051277160644531},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2414456.2414474","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2414456.2414474","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM Symposium on Information, Computer and Communications Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5799999833106995,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338279","display_name":"Air Force Office of Scientific Research","ror":"https://ror.org/011e9bt93"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W56293434","https://openalex.org/W1873763122","https://openalex.org/W2096899416","https://openalex.org/W2109426455","https://openalex.org/W2119047901","https://openalex.org/W2119067110","https://openalex.org/W2120456162","https://openalex.org/W2159024459","https://openalex.org/W2911978475","https://openalex.org/W6676538461"],"related_works":["https://openalex.org/W4241535341","https://openalex.org/W4234819362","https://openalex.org/W136304283","https://openalex.org/W4387193529","https://openalex.org/W3132022922","https://openalex.org/W4390843517","https://openalex.org/W2564793090","https://openalex.org/W2380561796","https://openalex.org/W1974341061","https://openalex.org/W2777883117"],"abstract_inverted_index":{"This":[0],"paper":[1],"aims":[2],"at":[3],"answering":[4],"the":[5,35,56,60,78,82],"following":[6],"two":[7,88],"questions":[8],"in":[9,34,90],"privacy-preserving":[10],"data":[11],"analysis":[12],"and":[13],"publishing.":[14],"The":[15,47],"first":[16],"is:":[17,50],"What":[18],"formal":[19],"privacy":[20,45,73],"guarantee":[21],"(if":[22],"any)":[23],"does":[24],"k-anonymization":[25],"methods":[26,29],"provide?":[27],"k-Anonymization":[28],"have":[30,39],"been":[31,40],"studied":[32],"extensively":[33],"database":[36],"community,":[37],"but":[38],"known":[41],"to":[42],"lack":[43],"strong":[44],"guarantees.":[46],"second":[48],"question":[49],"How":[51],"can":[52,64],"we":[53,65],"benefit":[54],"from":[55],"adversary's":[57,79],"uncertainty":[58,80],"about":[59,81],"data?":[61],"More":[62],"specifically,":[63],"come":[66],"up":[67],"a":[68],"meaningful":[69],"relaxation":[70],"of":[71],"differential":[72],"[2,":[74],"3]":[75],"by":[76],"exploiting":[77],"dataset?":[83],"We":[84],"now":[85],"discuss":[86],"these":[87],"motivations":[89],"more":[91],"detail.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":24},{"year":2019,"cited_by_count":17},{"year":2018,"cited_by_count":18},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":14},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":5}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
