{"id":"https://openalex.org/W3096478360","doi":"https://doi.org/10.1145/3433638","title":"The limits of differential privacy (and its misuse in data release and machine learning)","display_name":"The limits of differential privacy (and its misuse in data release and machine learning)","publication_year":2021,"publication_date":"2021-06-21","ids":{"openalex":"https://openalex.org/W3096478360","doi":"https://doi.org/10.1145/3433638","mag":"3096478360"},"language":"en","primary_location":{"id":"doi:10.1145/3433638","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3433638","pdf_url":null,"source":{"id":"https://openalex.org/S103482838","display_name":"Communications of the ACM","issn_l":"0001-0782","issn":["0001-0782","1557-7317"],"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":"Communications of the ACM","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2011.02352","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051455237","display_name":"Josep Domingo\u2010Ferrer","orcid":"https://orcid.org/0000-0001-7213-4962"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Josep Domingo-Ferrer","raw_affiliation_strings":["Universitat Rovira i Virgili, Tarragona, Catalonia","Rovira i Virgili University"],"affiliations":[{"raw_affiliation_string":"Universitat Rovira i Virgili, Tarragona, Catalonia","institution_ids":["https://openalex.org/I55952717"]},{"raw_affiliation_string":"Rovira i Virgili University","institution_ids":["https://openalex.org/I55952717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043278211","display_name":"David S\u00e1nchez","orcid":"https://orcid.org/0000-0001-7275-7887"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David S\u00e1nchez","raw_affiliation_strings":["Universitat Rovira i Virgili, Tarragona, Catalonia","Rovira i Virgili University"],"affiliations":[{"raw_affiliation_string":"Universitat Rovira i Virgili, Tarragona, Catalonia","institution_ids":["https://openalex.org/I55952717"]},{"raw_affiliation_string":"Rovira i Virgili University","institution_ids":["https://openalex.org/I55952717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004254107","display_name":"Alberto Blanco-Justicia","orcid":"https://orcid.org/0000-0002-1108-8082"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alberto Blanco-Justicia","raw_affiliation_strings":["Universitat Rovira i Virgili, Tarragona, Catalonia","Rovira i Virgili University"],"affiliations":[{"raw_affiliation_string":"Universitat Rovira i Virgili, Tarragona, Catalonia","institution_ids":["https://openalex.org/I55952717"]},{"raw_affiliation_string":"Rovira i Virgili University","institution_ids":["https://openalex.org/I55952717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051455237"],"corresponding_institution_ids":["https://openalex.org/I55952717"],"apc_list":null,"apc_paid":null,"fwci":0.42,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.67318571,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"64","issue":"7","first_page":"33","last_page":"35"},"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":0.9962999820709229,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9603000283241272,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/differential-privacy","display_name":"Differential privacy","score":0.8920193314552307},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6878988742828369},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6856469511985779},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.568871021270752},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5495801568031311},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.46092885732650757},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4527736306190491},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.4488152861595154},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3730151653289795},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.26854825019836426},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09566879272460938},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09084269404411316}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.8920193314552307},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6878988742828369},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6856469511985779},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.568871021270752},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5495801568031311},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.46092885732650757},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4527736306190491},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.4488152861595154},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3730151653289795},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26854825019836426},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09566879272460938},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09084269404411316},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3433638","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3433638","pdf_url":null,"source":{"id":"https://openalex.org/S103482838","display_name":"Communications of the ACM","issn_l":"0001-0782","issn":["0001-0782","1557-7317"],"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":"Communications of the ACM","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2011.02352","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2011.02352","pdf_url":"https://arxiv.org/pdf/2011.02352","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3096478360","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2011.02352v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2011.02352","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2011.02352","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2011.02352","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2011.02352","pdf_url":"https://arxiv.org/pdf/2011.02352","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321505","display_name":"Generalitat de Catalunya","ror":"https://ror.org/01bg62x04"},{"id":"https://openalex.org/F4320322121","display_name":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats","ror":"https://ror.org/0371hy230"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3096478360.pdf","grobid_xml":"https://content.openalex.org/works/W3096478360.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1473189865","https://openalex.org/W2027595342","https://openalex.org/W2054922243","https://openalex.org/W2473418344","https://openalex.org/W2579030831","https://openalex.org/W2916987143","https://openalex.org/W2944996955","https://openalex.org/W2990239018","https://openalex.org/W3006031742","https://openalex.org/W3016632787","https://openalex.org/W3030827488","https://openalex.org/W3187720465","https://openalex.org/W3199957861","https://openalex.org/W4237413241","https://openalex.org/W6657138077","https://openalex.org/W6683155549","https://openalex.org/W6720608135"],"related_works":["https://openalex.org/W3176551993","https://openalex.org/W3176515490","https://openalex.org/W2788342317","https://openalex.org/W3126181123","https://openalex.org/W2675231964","https://openalex.org/W2175807707","https://openalex.org/W2102379606","https://openalex.org/W3165413903","https://openalex.org/W2751382756","https://openalex.org/W3121781404","https://openalex.org/W2548028655","https://openalex.org/W2945416730","https://openalex.org/W2135263103","https://openalex.org/W1501278055","https://openalex.org/W2945236431","https://openalex.org/W2725112764","https://openalex.org/W2142645603","https://openalex.org/W3194692502","https://openalex.org/W3158790481","https://openalex.org/W2780951094"],"abstract_inverted_index":{"Differential":[0],"privacy":[1,9],"is":[2],"not":[3],"a":[4],"silver":[5],"bullet":[6],"for":[7],"all":[8],"problems.":[10]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
