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By Author
Search Results
Differential Privacy in Practice: Expose your Epsilons!
Cynthia Dwork, Nitin Kohli, Deirdre Mulligan
Partial Information Releases for Confidential Contingency Table Entries: Present and Future Research Efforts
Aleksandra B. Slavkovic
A Practical Method to Reduce Privacy Loss When Disclosing Statistics Based on Small Samples
Raj Chetty, John N Friedman
Achieving Both Valid and Secure Logistic Regression Analysis on Aggregated Data from Different Private Sources
Yuval Nardi, Stephen E. Fienberg, Robert J. Hall
Differentially Private Ordinary Least Squares
Or Sheffet
The Relevance or Irrelevance of Weights for Confidentiality and Statistical Analyses
Stephen E. Fienberg
Privacy and the Statistician: What Do We Need to Know to Certify Nondisclosure?
Alan M. Zaslavsky
Releasing Earnings Distributions using Differential Privacy
Disclosure Avoidance System For Post-Secondary Employment Outcomes (PSEO)
Andrew David Foote, Ashwin Machanavajjhala, Kevin McKinney
Toward a Reconceptualization of Confidentiality Protection in the Context of Linkages with Administrative Records
Stephen E. Fienberg
Statistical Approximating Distributions Under Differential Privacy
Yue Wang, Daniel Kifer, Jaewoo Lee, Vishesh Karwa
An Axiomatic View of Statistical Privacy and Utility
Daniel Kifer, Bing-Rong Lin
Why It Matters to Distinguish Between Privacy and Confidentiality
Kenneth Prewitt
Privacy-Preserving Data Sharing for Genome-Wide Association Studies
Caroline Uhler, Aleksandra B. Slavkovic, Stephen E. Fienberg
How Can We Analyze Differentially-Private Synthetic Datasets?
Anne-Sophie Charest
Privacy-preserving Maximum Likelihood Estimation for Distributed Data
Xiaodong Lin, Alan F. Karr
Local Differential Privacy for Evolving Data
Matthew Joseph, Aaron Roth, Jonathan Ullman, Bo Waggoner
Differential Privacy for Protecting Multi-dimensional Contingency Table Data: Extensions and Applications
Xiaolin Yang, Stephen E. Fienberg, Alessandro Rinaldo
Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM
Steven Wu, Aaron Roth, Katrina Ligett, Bo Waggoner, Seth Neel
The Fienberg Problem: How to Allow Human Interactive Data Analysis in the Age of Differential Privacy
Cynthia Dwork, Jonathan Ullman
Releasing Microdata: Disclosure Risk Estimation, Data Masking and Assessing Utility
Natalie Shlomo
Linear Program Reconstruction in Practice
Aloni Cohen, Kobbi Nissim
Featherweight PINQ
Hamid Ebadi, David Sands
Differentially Private Inference for Binomial Data
Jordan Alexander Awan, Aleksandra Slavkovic
A Dissenting View from Julia Lane
Julia Ingrid Lane
Use of Administrative Records and the Privacy-Confidentiality Trade-off
Jennifer H. Madans
51 - 75 of 132 items
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