{"id":"https://openalex.org/W2548786274","doi":"https://doi.org/10.14778/3007263.3007322","title":"Differential privacy in the wild","display_name":"Differential privacy in the wild","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2548786274","doi":"https://doi.org/10.14778/3007263.3007322","mag":"2548786274"},"language":"en","primary_location":{"id":"doi:10.14778/3007263.3007322","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3007263.3007322","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},"type":"article","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/A5018314576","display_name":"Ashwin Machanavajjhala","orcid":"https://orcid.org/0000-0003-1555-7330"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashwin Machanavajjhala","raw_affiliation_strings":["Duke University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duke University","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106417734","display_name":"Xi He","orcid":"https://orcid.org/0000-0002-4999-4937"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xi He","raw_affiliation_strings":["Duke University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duke University","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020275137","display_name":"Michael Hay","orcid":"https://orcid.org/0000-0001-9085-893X"},"institutions":[{"id":"https://openalex.org/I39660569","display_name":"Colgate University","ror":"https://ror.org/05d23ve83","country_code":"US","type":"education","lineage":["https://openalex.org/I39660569"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Hay","raw_affiliation_strings":["Colgate University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colgate University","institution_ids":["https://openalex.org/I39660569"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.4648,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.93796376,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"9","issue":"13","first_page":"1611","last_page":"1614"},"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":0.9976000189781189,"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":0.9879999756813049,"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":0.9708181619644165},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.7239468693733215},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6407109498977661},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.5514524579048157},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.5491547584533691},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.5115819573402405},{"id":"https://openalex.org/keywords/privacy-software","display_name":"Privacy software","score":0.5044976472854614},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.496084064245224},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4835081398487091},{"id":"https://openalex.org/keywords/privacy-by-design","display_name":"Privacy by Design","score":0.45679548382759094},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4550352096557617},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.43510720133781433},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.43135586380958557},{"id":"https://openalex.org/keywords/personally-identifiable-information","display_name":"Personally identifiable information","score":0.4216206669807434},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.39553290605545044},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.38027316331863403},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.26764553785324097},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17152610421180725},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15181338787078857},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1398230493068695}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.9708181619644165},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7239468693733215},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6407109498977661},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.5514524579048157},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.5491547584533691},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.5115819573402405},{"id":"https://openalex.org/C509729295","wikidata":"https://www.wikidata.org/wiki/Q7246032","display_name":"Privacy software","level":3,"score":0.5044976472854614},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.496084064245224},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4835081398487091},{"id":"https://openalex.org/C193934123","wikidata":"https://www.wikidata.org/wiki/Q7246028","display_name":"Privacy by Design","level":3,"score":0.45679548382759094},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4550352096557617},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.43510720133781433},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.43135586380958557},{"id":"https://openalex.org/C169093310","wikidata":"https://www.wikidata.org/wiki/Q3702971","display_name":"Personally identifiable information","level":2,"score":0.4216206669807434},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.39553290605545044},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.38027316331863403},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26764553785324097},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17152610421180725},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15181338787078857},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1398230493068695},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14778/3007263.3007322","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3007263.3007322","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1473189865","https://openalex.org/W1601184778","https://openalex.org/W1873763122","https://openalex.org/W1973056687","https://openalex.org/W1977727120","https://openalex.org/W1981029888","https://openalex.org/W1981932091","https://openalex.org/W1982183556","https://openalex.org/W1988287322","https://openalex.org/W1992461601","https://openalex.org/W1993116423","https://openalex.org/W2010523825","https://openalex.org/W2024021429","https://openalex.org/W2027595342","https://openalex.org/W2030559796","https://openalex.org/W2033092546","https://openalex.org/W2054922243","https://openalex.org/W2057576485","https://openalex.org/W2060036647","https://openalex.org/W2077217970","https://openalex.org/W2082894754","https://openalex.org/W2091644709","https://openalex.org/W2099259603","https://openalex.org/W2101771965","https://openalex.org/W2110868467","https://openalex.org/W2130792723","https://openalex.org/W2134167315","https://openalex.org/W2135930857","https://openalex.org/W2165157425","https://openalex.org/W2169861334","https://openalex.org/W2170204206","https://openalex.org/W2185154709","https://openalex.org/W2245706161","https://openalex.org/W2294907105","https://openalex.org/W2911978475","https://openalex.org/W2950884216","https://openalex.org/W2963892304","https://openalex.org/W3102407811","https://openalex.org/W3102994281","https://openalex.org/W4200556375","https://openalex.org/W4205228770","https://openalex.org/W4255574744"],"related_works":["https://openalex.org/W2101582069","https://openalex.org/W2127814706","https://openalex.org/W4315488958","https://openalex.org/W2019704260","https://openalex.org/W3176515490","https://openalex.org/W4226426276","https://openalex.org/W3185918024","https://openalex.org/W3138333794","https://openalex.org/W4304208041","https://openalex.org/W2795052735"],"abstract_inverted_index":{"Differential":[0],"privacy":[1,9,22,48,65,131],"has":[2,42,74],"emerged":[3],"as":[4],"an":[5],"important":[6],"standard":[7],"for":[8,51],"preserving":[10,49],"computation":[11,103],"over":[12,38],"databases":[13],"containing":[14],"sensitive":[15],"information":[16],"about":[17],"individuals.":[18],"Research":[19],"on":[20,104,120],"differential":[21,64,130],"spanning":[23],"a":[24,45,52],"number":[25,53],"of":[26,47,54,63,89,98,111],"research":[27,59,126],"areas,":[28],"including":[29],"theory,":[30],"security,":[31],"database,":[32],"networks,":[33],"machine":[34],"learning,":[35],"and":[36,124],"statistics,":[37],"the":[39,61,87,96,99,108,112],"last":[40],"decade":[41],"resulted":[43],"in":[44,68,80,101,128],"variety":[46],"algorithms":[50],"analysis":[55],"tasks.":[56],"Despite":[57],"maturing":[58],"efforts,":[60],"adoption":[62],"by":[66],"practitioners":[67],"industry,":[69],"academia,":[70],"or":[71],"government":[72],"agencies":[73],"so":[75],"far":[76],"been":[77],"rare.":[78],"Hence,":[79],"this":[81],"tutorial,":[82],"we":[83,114],"will":[84,115],"first":[85],"describe":[86],"foundations":[88],"differentially":[90],"private":[91,102],"algorithm":[92],"design":[93],"that":[94],"cover":[95],"state":[97],"art":[100],"tabular":[105],"data.":[106],"In":[107],"second":[109],"half":[110],"tutorial":[113],"highlight":[116],"real":[117,133],"world":[118,134],"applications":[119],"complex":[121],"data":[122],"types,":[123],"identify":[125],"challenges":[127],"applying":[129],"to":[132],"applications.":[135]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}