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An Axiomatic View of Statistical Privacy and Utility

Differentially Private Confidence Intervals for Empirical Risk Minimization

Per-instance Differential Privacy

How Uncertainty about Privacy and Confidentiality is Hampering Efforts to More Effectively Use Administrative Records in Producing U.S. National Statistics

Differential Privacy for Statistics: What we Know and What we Want to Learn

Random Differential Privacy

Differential Privacy for Protecting Multi-dimensional Contingency Table Data: Extensions and Applications

An Evaluation Framework for Privacy-Preserving Record Linkage

The Fienberg Problem: How to Allow Human Interactive Data Analysis in the Age of Differential Privacy

Privacy Protection from Sampling and Perturbation in Survey Microdata

Statistical Approximating Distributions Under Differential Privacy

Statistical Disclosure Limitation: New Directions and Challenges

A Privacy Preserving Algorithm to Release Sparse High-dimensional Histograms

Remembering Stephen Fienberg

How Can We Analyze Differentially-Private Synthetic Datasets?

How Will Statistical Agencies Operate When All Data Are Private?

Privacy-Preserving Data Sharing in High Dimensional Regression and Classification Settings

A New Data Collection Technique for Preserving Privacy

99-129

Privacy-Preserving Data Sharing for Genome-Wide Association Studies

Differentially Private Ordinary Least Squares

Differentially Private Inference for Binomial Data

Toward a Reconceptualization of Confidentiality Protection in the Context of Linkages with Administrative Records

Is the Privacy of Network Data an Oxymoron?

Differentially private posterior summaries for linear regression coefficients

Partial Information Releases for Confidential Contingency Table Entries: Present and Future Research Efforts