Pub Date : 2018-09-26DOI: 10.1007/978-3-319-99771-1_19
Yue Ma, Yan-Xia Lin, P. Krivitsky, Bradley Wakefield
{"title":"Quantifying the Protection Level of a Noise Candidate for Noise Multiplication Masking Scheme","authors":"Yue Ma, Yan-Xia Lin, P. Krivitsky, Bradley Wakefield","doi":"10.1007/978-3-319-99771-1_19","DOIUrl":"https://doi.org/10.1007/978-3-319-99771-1_19","url":null,"abstract":"","PeriodicalId":91946,"journal":{"name":"Privacy in statistical databases. PSD (Conference : 2004- )","volume":"34 1","pages":"279-293"},"PeriodicalIF":0.0,"publicationDate":"2018-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86091041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-09-26DOI: 10.1007/978-3-319-99771-1_9
J. Taub, M. Elliot, M. Pampaka, Duncan Smith
{"title":"Differential Correct Attribution Probability for Synthetic Data: An Exploration","authors":"J. Taub, M. Elliot, M. Pampaka, Duncan Smith","doi":"10.1007/978-3-319-99771-1_9","DOIUrl":"https://doi.org/10.1007/978-3-319-99771-1_9","url":null,"abstract":"","PeriodicalId":91946,"journal":{"name":"Privacy in statistical databases. PSD (Conference : 2004- )","volume":"27 2","pages":"122-137"},"PeriodicalIF":0.0,"publicationDate":"2018-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91430147","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-09-26DOI: 10.1007/978-3-319-99771-1_15
Nicolás Ruiz
{"title":"A General Framework and Metrics for Longitudinal Data Anonymization","authors":"Nicolás Ruiz","doi":"10.1007/978-3-319-99771-1_15","DOIUrl":"https://doi.org/10.1007/978-3-319-99771-1_15","url":null,"abstract":"","PeriodicalId":91946,"journal":{"name":"Privacy in statistical databases. PSD (Conference : 2004- )","volume":"32 1","pages":"215-230"},"PeriodicalIF":0.0,"publicationDate":"2018-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74743761","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-09-26DOI: 10.1007/978-3-319-99771-1_22
Julián Salas, D. Megías, V. Torra
{"title":"SwapMob: Swapping Trajectories for Mobility Anonymization","authors":"Julián Salas, D. Megías, V. Torra","doi":"10.1007/978-3-319-99771-1_22","DOIUrl":"https://doi.org/10.1007/978-3-319-99771-1_22","url":null,"abstract":"","PeriodicalId":91946,"journal":{"name":"Privacy in statistical databases. PSD (Conference : 2004- )","volume":"37 1","pages":"331-346"},"PeriodicalIF":0.0,"publicationDate":"2018-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82860088","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-09-26DOI: 10.1007/978-3-319-99771-1_7
Michelle Pistner, A. Slavkovic, L. Vilhuber
{"title":"Synthetic Data via Quantile Regression for Heavy-Tailed and Heteroskedastic Data","authors":"Michelle Pistner, A. Slavkovic, L. Vilhuber","doi":"10.1007/978-3-319-99771-1_7","DOIUrl":"https://doi.org/10.1007/978-3-319-99771-1_7","url":null,"abstract":"","PeriodicalId":91946,"journal":{"name":"Privacy in statistical databases. PSD (Conference : 2004- )","volume":"12 1","pages":"92-108"},"PeriodicalIF":0.0,"publicationDate":"2018-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82245739","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-09-26DOI: 10.1007/978-3-319-99771-1_23
P. D. Wolf, E. D. Jonge
{"title":"Safely Plotting Continuous Variables on a Map","authors":"P. D. Wolf, E. D. Jonge","doi":"10.1007/978-3-319-99771-1_23","DOIUrl":"https://doi.org/10.1007/978-3-319-99771-1_23","url":null,"abstract":"","PeriodicalId":91946,"journal":{"name":"Privacy in statistical databases. PSD (Conference : 2004- )","volume":"6 1","pages":"347-359"},"PeriodicalIF":0.0,"publicationDate":"2018-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82518434","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-09-26DOI: 10.1007/978-3-319-99771-1_3
Tobias Enderle, Sarah Giessing, R. Tent
{"title":"Designing Confidentiality on the Fly Methodology - Three Aspects","authors":"Tobias Enderle, Sarah Giessing, R. Tent","doi":"10.1007/978-3-319-99771-1_3","DOIUrl":"https://doi.org/10.1007/978-3-319-99771-1_3","url":null,"abstract":"","PeriodicalId":91946,"journal":{"name":"Privacy in statistical databases. PSD (Conference : 2004- )","volume":"37 1","pages":"28-42"},"PeriodicalIF":0.0,"publicationDate":"2018-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74091157","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-09-26DOI: 10.1007/978-3-319-99771-1_11
Yingrui Chen, M. Elliot, Duncan Smith
{"title":"The Application of Genetic Algorithms to Data Synthesis: A Comparison of Three Crossover Methods","authors":"Yingrui Chen, M. Elliot, Duncan Smith","doi":"10.1007/978-3-319-99771-1_11","DOIUrl":"https://doi.org/10.1007/978-3-319-99771-1_11","url":null,"abstract":"","PeriodicalId":91946,"journal":{"name":"Privacy in statistical databases. PSD (Conference : 2004- )","volume":"279 1","pages":"160-171"},"PeriodicalIF":0.0,"publicationDate":"2018-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77848773","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-09-26DOI: 10.1007/978-3-319-99771-1_5
Nicolás Ruiz, K. Muralidhar, J. Domingo-Ferrer
{"title":"On the Privacy Guarantees of Synthetic Data: A Reassessment from the Maximum-Knowledge Attacker Perspective","authors":"Nicolás Ruiz, K. Muralidhar, J. Domingo-Ferrer","doi":"10.1007/978-3-319-99771-1_5","DOIUrl":"https://doi.org/10.1007/978-3-319-99771-1_5","url":null,"abstract":"","PeriodicalId":91946,"journal":{"name":"Privacy in statistical databases. PSD (Conference : 2004- )","volume":"51 1","pages":"59-74"},"PeriodicalIF":0.0,"publicationDate":"2018-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80275359","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Comparative Study of the Effectiveness of Perturbative Methods for Creating Official Microdata in Japan","authors":"Shinsuke Ito, Toru Yoshitake, Ryoihi Kikuchi, Fumika Akutsu","doi":"10.1007/978-3-319-99771-1_14","DOIUrl":"https://doi.org/10.1007/978-3-319-99771-1_14","url":null,"abstract":"","PeriodicalId":91946,"journal":{"name":"Privacy in statistical databases. PSD (Conference : 2004- )","volume":"30 1","pages":"200-214"},"PeriodicalIF":0.0,"publicationDate":"2018-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81578386","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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