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Invited Paper Session

Advancing Privacy and Usability: Applications for Data-Informed Decisionmaking in Society

Mon, Aug 3, 2:00 PM - 3:50 PM Room CC-156A Thomas M. Menino Convention & Exhibition Center

Jingchen HuOrganizerNianqiao Phyllis JuChair

Social Statistics Section co: Survey Research Methods Section Applied

4 Presentations

Balancing Privacy and Utility: Evaluating Disclosure Risk and Utility Metrics in Synthetic Health Data

2:05 PM - 2:25 PM

Minsun Riddles (Westat)

Deploying Relaxed Notions of Differential Privacy for the Secure Query Service

2:25 PM - 2:45 PM

Joshua Snoke (Georgetown University)

Differential Privacy Confidentiality Secure Query Service Internal Revenue Service Post-Secondary Outcomes Taxes and Earnings Data

Privacy Amplification for Synthetic data using Range Restriction

2:45 PM - 3:05 PM

Terrance Savitsky (US Bureau of Labor Statistics)

Data Privacy Synthetic Data Differential Privacy Bayesian Hierarchical Modeling Privacy Amplification Asymptotic Differential Privacy

Synthetic Data in the Era of AI

3:05 PM - 3:25 PM

Joerg Drechsler (Institute for Employment Research)

Generative AI Synthetic User Data

Discussant

Harrison Quick (University of Minnesota)

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