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Commercial Data Privacy and Innovation in the Internet Economy: A Dynamic Policy Framework

Protecting Consumer Privacy in an Era of Rapid Change–A Proposed Framework for Businesses and Policymakers

Consumer Data Privacy in a Networked World: A Framework for Protecting Privacy and Promoting Innovation in the Global Digital Economy

An Axiomatic View of Statistical Privacy and Utility

Differential Privacy in Practice: Expose your Epsilons!

Heterogeneous Differential Privacy

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

Gradual Release of Sensitive Data under Differential Privacy

Differentially Private Confidence Intervals for Empirical Risk Minimization

Towards a Systematic Analysis of Privacy Definitions

BLENDER: Enabling Local Search with a Hybrid Differential Privacy Model

Per-instance Differential Privacy

Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM

Statistical Déjà Vu: The National Data Center Proposal of 1965 and Its Descendants

Calibrating Noise to Sensitivity in Private Data Analysis

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Federal Statistical Confidentiality and Business Data: Twentieth Century Challenges and Continuing Issues

Privacy via the Johnson-Lindenstrauss Transform

An Evaluation Framework for Privacy-Preserving Record Linkage

A Practical Method to Reduce Privacy Loss When Disclosing Statistics Based on Small Samples

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

Silent Listeners: The Evolution of Privacy and Disclosure on Facebook

Learning in a Large Function Space: Privacy-Preserving Mechanisms for SVM Learning

Local Differential Privacy for Evolving Data

Differential Privacy on Finite Computers

On the 'Semantics' of Differential Privacy: A Bayesian Formulation