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Negotiating Privacy - Utility Trade-Offs under Differential Privacy

Offered By: USENIX via YouTube

Tags

PEPR (Privacy Engineering Practice and Respect) Courses Case Study Analysis Courses Data Management Courses Differential Privacy Courses

Course Description

Overview

Explore the complexities of balancing privacy protection and data utility in a 17-minute conference talk from PEPR '22. Delve into the world of differential privacy, a model being adopted by commercial enterprises and government institutions to quantify potential privacy loss when sharing data. Examine a real case study involving the Internal Revenue Service and Department of Education to understand the social and technical challenges faced by data custodians. Learn from Gerome Miklau, CEO/Founder of Tumult Labs and Professor at the University of Massachusetts Amherst, as he discusses the nuanced decision-making process behind privacy/utility trade-offs. Gain insights into expanding data use and sharing while respecting individual privacy, and discover how this approach is reshaping data management practices across various sectors.

Syllabus

PEPR '22 - Negotiating Privacy/Utility Trade-Offs under Differential Privacy


Taught by

USENIX

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