| 2022 | A Note on the Misinterpretation of the US Census Re-identification Attack. Paul Francis |
| 2022 | A Re-examination of the Census Bureau Reconstruction and Reidentification Attack. Krishnamurty Muralidhar |
| 2022 | An Optimization-Based Decomposition Heuristic for the Microaggregation Problem. Jordi Castro, Claudio Gentile, Enric Spagnolo-Arrizabalaga |
| 2022 | Asking the Proper Question: Adjusting Queries to Statistical Procedures Under Differential Privacy. Tomer Shoham, Yosef Rinott |
| 2022 | Automatic Evaluation of Disclosure Risks of Text Anonymization Methods. Benet Manzanares-Salor, David Sánchez, Pierre Lison |
| 2022 | Challenges in Measuring Utility for Fully Synthetic Data. Jörg Drechsler |
| 2022 | Comparing the Utility and Disclosure Risk of Synthetic Data with Samples of Microdata. Claire Little, Mark J. Elliot, Richard Allmendinger |
| 2022 | Generation of Synthetic Trajectory Microdata from Language Models. Alberto Blanco-Justicia, Najeeb Moharram Jebreel, Jesús A. Manjón, Josep Domingo-Ferrer |
| 2022 | How Adversarial Assumptions Influence Re-identification Risk Measures: A COVID-19 Case Study. Xinmeng Zhang, Zhiyu Wan, Chao Yan, J. Thomas Brown, Weiyi Xia, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin |
| 2022 | Membership Inference Attack Against Principal Component Analysis. Oualid Zari, Javier Parra-Arnau, Ayse Ünsal, Thorsten Strufe, Melek Önen |
| 2022 | Multivariate Mean Comparison Under Differential Privacy. Martin Dunsche, Tim Kutta, Holger Dette |
| 2022 | On Integrating the Number of Synthetic Data Sets m into the a priori Synthesis Approach. James Jackson, Robin Mitra, Brian Francis, Iain Dove |
| 2022 | On Privacy of Multidimensional Data Against Aggregate Knowledge Attacks. Ala Eddine Laouir, Abdessamad Imine |
| 2022 | Perspectives for Tabular Data Protection - How About Synthetic Data? Felix Geyer, Reinhard Tent, Michel Reiffert, Sarah Giessing |
| 2022 | Privacy Analysis with a Distributed Transition System and a Data-Wise Metric. Siva Anantharaman, Sabine Frittella, Benjamin Nguyen |
| 2022 | Privacy in Practice: Latest Achievements of the Eustat SDC Group. Ana I. Miranda, Marta Mas, Marina Ayestaran |
| 2022 | Privacy in Statistical Databases - International Conference, PSD 2022, Paris, France, September 21-23, 2022, Proceedings Josep Domingo-Ferrer, Maryline Laurent |
| 2022 | Quality Assessment of the 2014 to 2019 National Survey on Drug Use and Health (NSDUH) Public Use Files. Neeraja Sathe, Feng Yu, Lanting Dai, Devon Cribb, Kathryn Spagnola, Ana Saravia, Rong Cai, Jennifer Hoenig |
| 2022 | Secure and Non-interactive k-NN Classifier Using Symmetric Fully Homomorphic Encryption. Yulliwas Ameur, Rezak Aziz, Vincent Audigier, Samia Bouzefrane |
| 2022 | Synthetic Decimal Numbers as a Flexible Tool for Suppression of Post-published Tabular Data. Øyvind Langsrud, Hege Marie Bøvelstad |
| 2022 | Synthetic Individual Income Tax Data: Methodology, Utility, and Privacy Implications. Claire McKay Bowen, Victoria Bryant, Leonard Burman, John Czajka, Surachai Khitatrakun, Graham MacDonald, Robert McClelland, Livia Mucciolo, Madeline Pickens, Kyle Ueyama, Aaron R. Williams, Doug Wissoker, Noah Zwiefel |
| 2022 | The Risk of Disclosure When Reporting Commonly Used Univariate Statistics. Ben Derrick, Elizabeth Green, Felix Ritchie, Paul White |
| 2022 | Tit-for-Tat Disclosure of a Binding Sequence of User Analyses in Safe Data Access Centers. Josep Domingo-Ferrer |
| 2022 | Towards Integrally Private Clustering: Overlapping Clusters for High Privacy Guarantees. Vicenç Torra |
| 2022 | Utility and Disclosure Risk for Differentially Private Synthetic Categorical Data. Gillian M. Raab |
| 2022 | When Machine Learning Models Leak: An Exploration of Synthetic Training Data. Manel Slokom, Peter-Paul de Wolf, Martha A. Larson |