{"id":"https://openalex.org/W4295837853","doi":"https://doi.org/10.1007/978-3-031-13945-1_20","title":"When Machine Learning Models Leak: An Exploration of\u00a0Synthetic Training Data","display_name":"When Machine Learning Models Leak: An Exploration of\u00a0Synthetic Training Data","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4295837853","doi":"https://doi.org/10.1007/978-3-031-13945-1_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-13945-1_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-13945-1_20","pdf_url":null,"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":null,"license_id":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046075269","display_name":"Manel Slokom","orcid":"https://orcid.org/0000-0002-9048-1906"},"institutions":[{"id":"https://openalex.org/I1322731696","display_name":"Centraal Bureau voor de Statistiek","ror":"https://ror.org/0408v4c28","country_code":"NL","type":"other","lineage":["https://openalex.org/I1322731696"]},{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Manel Slokom","raw_affiliation_strings":["Delft University of Technology, Delft, The Netherlands","Radboud University, Nijmegen, The Netherlands","Statistics Netherlands, The Hague, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Radboud University, Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I145872427"]},{"raw_affiliation_string":"Statistics Netherlands, The Hague, The Netherlands","institution_ids":["https://openalex.org/I1322731696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037327418","display_name":"Peter\u2010Paul de Wolf","orcid":"https://orcid.org/0000-0003-3953-2410"},"institutions":[{"id":"https://openalex.org/I1322731696","display_name":"Centraal Bureau voor de Statistiek","ror":"https://ror.org/0408v4c28","country_code":"NL","type":"other","lineage":["https://openalex.org/I1322731696"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Peter-Paul de Wolf","raw_affiliation_strings":["Statistics Netherlands, The Hague, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Statistics Netherlands, The Hague, The Netherlands","institution_ids":["https://openalex.org/I1322731696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056272341","display_name":"Martha Larson","orcid":"https://orcid.org/0000-0003-4229-5866"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Martha Larson","raw_affiliation_strings":["Radboud University, Nijmegen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Radboud University, Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I145872427"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046075269"],"corresponding_institution_ids":["https://openalex.org/I1322731696","https://openalex.org/I145872427","https://openalex.org/I98358874"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.0573,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89201198,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"283","last_page":"296"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9495999813079834,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.942799985408783,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.832131564617157},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.79047030210495},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.7640500664710999},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7036073207855225},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6282777786254883},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.4603881537914276}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.832131564617157},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.79047030210495},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.7640500664710999},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7036073207855225},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6282777786254883},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.4603881537914276}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-031-13945-1_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-13945-1_20","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:repository.ubn.ru.nl:2066/285446","is_oa":false,"landing_page_url":"https://repository.ubn.ru.nl/handle/2066/285446","pdf_url":null,"source":{"id":"https://openalex.org/S4306401067","display_name":"Radboud Repository (Radboud University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145872427","host_organization_name":"Radboud University Nijmegen","host_organization_lineage":["https://openalex.org/I145872427"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Domingo-Ferrer, J. (ed.), Privacy in Statistical Databases: International Conference, PSD 2022, Paris, France, September 21\u201323, 2022, Proceedings, pp. 283-296","raw_type":"Article in monograph or in proceedings"},{"id":"pmh:oai:tudelft.nl:uuid:c6a83f5c-1808-4cd2-b725-e7b474ab54ff","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:c6a83f5c-1808-4cd2-b725-e7b474ab54ff","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"},{"id":"pmh:ru:oai:repository.ubn.ru.nl:2066/285446","is_oa":false,"landing_page_url":"http://hdl.handle.net/2066/285446","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Domingo-Ferrer, J. (ed.), Privacy in Statistical Databases: International Conference, PSD 2022, Paris, France, September 21\u201323, 2022, Proceedings, 283 - 296. Cham : Springer International Publishing","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W22424597","https://openalex.org/W28725724","https://openalex.org/W1605293185","https://openalex.org/W2051267297","https://openalex.org/W2064241518","https://openalex.org/W2088431433","https://openalex.org/W2115859930","https://openalex.org/W2168193374","https://openalex.org/W2478460150","https://openalex.org/W2498458718","https://openalex.org/W2535690855","https://openalex.org/W2744601059","https://openalex.org/W2795435272","https://openalex.org/W2884433501","https://openalex.org/W2885057386","https://openalex.org/W2895805829","https://openalex.org/W3012064685","https://openalex.org/W3123678599","https://openalex.org/W3135347465","https://openalex.org/W3162893999","https://openalex.org/W4232760955"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-09-15T00:00:00"}
