| 2024 | Node Injection Link Stealing Attack. | Oualid Zari, Javier Parra-Arnau, Ayse nsal, Melek nen |
| 2024 | Synthetic Data Outliers: Navigating Identity Disclosure. | Carolina Trindade, Luis Antunes, Tnia Carvalho, Nuno Moniz |
| 2024 | Differentially Private Quantile Regression. | Tran Tran, Matthew Reimherr, Aleksandra B. Slavkovic |
| 2024 | Combinations of AI Models and XAI Metrics Vulnerable to Record Reconstruction Risk. | Ryotaro Toma, Hiroaki Kikuchi |
| 2024 | Evaluation of Synthetic Data Generators on Complex Tabular Data. | Oscar Thees, Jir Novk, Matthias Templ |
| 2024 | Utility Analysis of Differentially Private Anonymized Data Based on Random Sampling. | Takumi Sugiyama, Hiroto Oosugi, Io Yamanaka, Kazuhiro Minami |
| 2024 | Relational Or Single: A Comparative Analysis of Data Synthesis Approaches for Privacy and Utility on a Use Case from Statistical Office. | Manel Slokom, Shruti Agrawal, Nynke C. Krol, Peter-Paul de Wolf |
| 2024 | An Examination of the Alleged Privacy Threats of Confidence-Ranked Reconstruction of Census Microdata. | David Snchez, Najeeb Jebreel, Krishnamurty Muralidhar, Josep Domingo-Ferrer, Alberto Blanco-Justicia |
| 2024 | Privacy Risk from Synthetic Data: Practical Proposals. | Gillian M. Raab |
| 2024 | Asymptotic Utility of Spectral Anonymization. | Katariina Perkonoja, Joni Virta |
| 2024 | Evaluating the Pseudo Likelihood Approach for Synthesizing Surveys Under Informative Sampling. | Anna Oganian, Jrg Drechsler, Mehtab Iqbal |
| 2024 | Attribute Disclosure Risk in Smart Meter Data. | Guillermo Navarro-Arribas, Vicen Torra |
| 2024 | Escalation of Commitment: A Case Study of the United States Census Bureau Efforts to Implement Differential Privacy for the 2020 Decennial Census. | Krishnamurty Muralidhar, Steven Ruggles |
| 2024 | Assessing the Potentials of LLMs and GANs as State-of-the-Art Tabular Synthetic Data Generation Methods. | Marko Miletic, Murat Sariyar |
| 2024 | Generating Synthetic Data is Complicated: Know Your Data and Know Your Generator. | Jonathan Latner, Marcel Neunhoeffer, Jrg Drechsler |
| 2024 | Secondary Cell Suppression by Gaussian Elimination: An Algorithm Suitable for Handling Issues with Zeros and Singletons. | yvind Langsrud |
| 2024 | DISCOLEAF: Personalized DIScretization of COntinuous Attributes for LEArning with Federated Decision Trees. | Saloni Kwatra, Vicen Torra |
| 2024 | Synthetic Data: Comparing Utility and Risk in Microdata and Tables. | Simon Xi Ning Kolb, Jui Andreas Tang, Sarah Giessing |
| 2024 | Obtaining (ε ,δ )-Differential Privacy Guarantees When Using a Poisson Mechanism to Synthesize Contingency Tables. | James Jackson, Robin Mitra, Brian Francis, Iain Dove |
| 2024 | The statbarn: A New Model for Output Statistical Disclosure Control. | Elizabeth Green, Felix Ritchie, Paul White |
| 2024 | A Comparison of SynDiffix Multi-table Versus Single-table Synthetic Data. | Paul Francis |
| 2024 | An Evaluation of Synthetic Data Generators Implemented in the Python Library Synthcity. | Emma Fssing, Jrg Drechsler |
| 2024 | The Production of Bespoke Synthetic Teaching Datasets Without Access to the Original Data. | Mark J. Elliot, Claire Little, Richard Allmendinger |
| 2024 | From Isolation to Identification. | Giuseppe D'Acquisto, Aloni Cohen, Maurizio Naldi, Kobbi Nissim |
| 2024 | Masking Georeferenced Health Data - An Analysis Taking the Example of Partially Synthetic Data on Sleep Disorder. | Simon Cremer, Lydia Jehmlich, Rainer Lenz |