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Classroom Contents
Machine Unlearning and Privacy Implications - Differential Privacy for ML
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- 1 Introduction
- 2 What is this talk about
- 3 Machine Learning Framework
- 4 Hypothesis A
- 5 Outline
- 6 Threat Models
- 7 Deleting Inference
- 8 Security Game
- 9 Membership Inference
- 10 Meta Attacks
- 11 Theoretical Intuition
- 12 Label Memorization
- 13 Experiment
- 14 Reconstruction
- 15 Thread Model
- 16 Experimental Results
- 17 Deleting Compliance
