PSD C

26 papers

YearTitle / Authors
2020A Bayesian Nonparametric Approach to Differentially Private Data.
Fadhel Ayed, Marco Battiston, Giuseppe Di Benedetto
2020A Partitioned Recoding Scheme for Privacy Preserving Data Publishing.
Chris Clifton, Eric J. Hanson, Keith Merrill, Shawn Merrill, Amjad Zahraa
2020A Synthetic Supplemental Public Use File of Low-Income Information Return Data: Methodology, Utility, and Privacy Implications.
Claire McKay Bowen, Victoria Bryant, Leonard Burman, Surachai Khitatrakun, Robert McClelland, Philip Stallworth, Kyle Ueyama, Aaron R. Williams
2020Advantages of Imputation vs. Data Swapping for Statistical Disclosure Control.
Satkartar K. Kinney, Charlotte B. Looby, Feng Yu
2020An Analysis of Different Notions of Effectiveness in k-Anonymity.
Tanja Sarcevic, David Molnar, Rudolf Mayer
2020Analysis of Differentially-Private Microdata Using SIMEX.
Anne-Sophie Charest, Leila Nombo
2020Bayesian Modeling for Simultaneous Regression and Record Linkage.
Jiurui Tang, Jerome P. Reiter, Rebecca C. Steorts
2020Calculation of Risk Probabilities for the Cell Key Method.
Tobias Enderle, Sarah Giessing, Reinhard Tent
2020Detecting Bad Answers in Survey Data Through Unsupervised Machine Learning.
Najeeb Moharram Jebreel, Rami Haffar, Ashneet Khandpur Singh, David Sánchez, Josep Domingo-Ferrer, Alberto Blanco-Justicia
2020Differential Privacy and Its Applicability for Official Statistics in Japan - A Comparative Study Using Small Area Data from the Japanese Population Census.
Shinsuke Ito, Takayuki Miura, Hiroto Akatsuka, Masayuki Terada
2020Disclosure Avoidance in the Census Bureau's 2010 Demonstration Data Product.
David Van Riper, Tracy A. Kugler, Steven Ruggles
2020Evaluating Quality of Statistical Disclosure Control Methods - VIOLAS Framework.
Olga Dziegielewska
2020Explaining Recurrent Machine Learning Models: Integral Privacy Revisited.
Vicenç Torra, Guillermo Navarro-Arribas, Edgar Galván
2020Integrating Differential Privacy in the Statistical Disclosure Control Tool-Kit for Synthetic Data Production.
Natalie Shlomo
2020Multivariate Top-Coding for Statistical Disclosure Limitation.
Anna Oganian, Ionut Iacob, Goran Lesaja
2020On Different Formulations of a Continuous CTA Model.
Goran Lesaja, Ionut Iacob, Anna Oganian
2020P
Nicolás Ruiz
2020Plausible Deniability.
David Sidi, Jane Bambauer
2020Privacy Analysis of Query-Set-Size Control.
Eyal Nussbaum, Michael Segal
2020Privacy in Statistical Databases - UNESCO Chair in Data Privacy, International Conference, PSD 2020, Tarragona, Spain, September 23-25, 2020, Proceedings
Josep Domingo-Ferrer, Krishnamurty Muralidhar
2020Private Posterior Inference Consistent with Public Information: A Case Study in Small Area Estimation from Synthetic Census Data.
Jeremy Seeman, Aleksandra B. Slavkovic, Matthew Reimherr
2020Probabilistic Blocking and Distributed Bayesian Entity Resolution.
Ted Enamorado, Rebecca C. Steorts
2020Secure Matrix Computation: A Viable Alternative to Record Linkage?
Jörg Drechsler, Benjamin Klein
2020Statistical Disclosure Control When Publishing on Thematic Maps.
Douwe Hut, Jasper Goseling, Marie-Colette van Lieshout, Peter-Paul de Wolf, Edwin de Jonge
2020Utility-Enhancing Flexible Mechanisms for Differential Privacy.
Vaikkunth Mugunthan, Wanyi Xiao, Lalana Kagal
2020ε-Differential Privacy for Microdata Releases Does Not Guarantee Confidentiality (Let Alone Utility).
Krishnamurty Muralidhar, Josep Domingo-Ferrer, Sergio Martínez