Multivariate Mean Comparison Under Differential Privacy
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2022 |
Dunsche, Martin |
Asking the Proper Question: Adjusting Queries to Statistical Procedures Under Differential Privacy
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2022 |
Shoham, Tomer |
On Privacy of Multidimensional Data Against Aggregate Knowledge Attacks
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2022 |
Laouir, Ala Eddine |
The Risk of Disclosure When Reporting Commonly Used Univariate Statistics
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2022 |
Derrick, Ben |
When Machine Learning Models Leak: An Exploration of Synthetic Training Data
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2022 |
Slokom, Manel |
A Note on the Misinterpretation of the US Census Re-identification Attack
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2022 |
Francis, Paul |
A Re-examination of the Census Bureau Reconstruction and Reidentification Attack
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2022 |
Muralidhar, Krishnamurty |
Privacy Analysis with a Distributed Transition System and a Data-Wise Metric
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2022 |
Anantharaman, Siva |
Synthetic Decimal Numbers as a Flexible Tool for Suppression of Post-published Tabular Data
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2022 |
Langsrud, Øyvind |
Secure and Non-interactive k-NN Classifier Using Symmetric Fully Homomorphic Encryption
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2022 |
Ameur, Yulliwas |
Automatic Evaluation of Disclosure Risks of Text Anonymization Methods
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2022 |
Manzanares-Salor, Benet |
On Integrating the Number of Synthetic Data Sets m into the a priori Synthesis Approach
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2022 |
Jackson, James |
Membership Inference Attack Against Principal Component Analysis
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2022 |
Zari, Oualid |
Comparing the Utility and Disclosure Risk of Synthetic Data with Samples of Microdata
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2022 |
Little, Claire |
How Adversarial Assumptions Influence Re-identification Risk Measures: A COVID-19 Case Study
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2022 |
Zhang, Xinmeng |
An Optimization-Based Decomposition Heuristic for the Microaggregation Problem
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2022 |
Castro, Jordi |
Perspectives for Tabular Data Protection -- How About Synthetic Data?
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2022 |
Geyer, Felix |
Tit-for-Tat Disclosure of a Binding Sequence of User Analyses Data Access Centers in Safe
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2022 |
Domingo-Ferrer, Josep |
Synthetic Individual Income Tax Data: Methodology, Utility, and Privacy Implications
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2022 |
Bowen, Claire McKay |
Challenges in Measuring Utility for Fully Synthetic Data
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2022 |
Drechsler, Jörg |