Differential Privacy and Swapping - Examining De-Identification's Impact on Minority Representation and Privacy Preservation in the U.S. Census

Differential Privacy and Swapping - Examining De-Identification's Impact on Minority Representation and Privacy Preservation in the U.S. Census

Explore the effects of differential privacy and swapping techniques on minority representation and privacy protection in U.S. Census data. Delve into a 20-minute IEEE conference talk that examines the complex interplay between data anonymization methods and their potential impact on demographic accuracy. Gain insights from researchers Sarah Radway, Miranda Christ, and Steven Bellovin as they analyze the challenges of balancing privacy concerns with the need for accurate representation of minority populations in census statistics.