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Differential Privacy
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Classroom Contents
Differential Privacy and the People's Data
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- 1 Introduction
- 2 Differential Privacy
- 3 Mechanisms
- 4 Relaxations
- 5 L1 Sensitivity
- 6 Geometry
- 7 Why I love it
- 8 Where are we today
- 9 Facebook
- 10 Census Bureau
- 11 Activity
- 12 Overly Accurate Estimates
- 13 US Census
- 14 Database Reconstruction Theorem
- 15 Statistics
- 16 Challenges
- 17 Differentially Private Synthetic Data
- 18 Blum Liggett Roth
- 19 Hardness Results
- 20 Future Directions
- 21 Steve Feinberg
- 22 Two General Approaches
- 23 The Feinberg Problem
- 24 Sample and Aggregate
- 25 The Problem
- 26 Questions
