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Differential Privacy
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Classroom Contents
MVG Mechanism - Differential Privacy under Matrix-Valued Query
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- 1 Introduction
- 2 Differential Privacy
- 3 Simple Addition
- 4 Why Metrics
- 5 How to do Differential Privacy
- 6 Different methods for Differential Privacy
- 7 Outline
- 8 Key Idea
- 9 MVT Distribution
- 10 MVG Mechanism
- 11 SVD
- 12 Main Theorem
- 13 Conceptual Plot
- 14 Experiments
- 15 canonical query
- 16 experimental results
- 17 conclusion
- 18 Discussion
