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Learn about differential privacy in this 40-minute lecture that defines the concept, explains the Laplacian mechanism, and provides practical examples. Explore how differential privacy extends to interval database queries and discover improved representation techniques for privacy-preserving data analysis.
Syllabus
Data Mining Lecture L21 - Differential Privacy
Taught by
UofU Data Science