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Why Synthetic Data?
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Classroom Contents
Synthesizing Plausible Privacy-Preserving Location Traces
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- 1 Intro
- 2 Privacy Preserving Data Publishing
- 3 Data Synthesis
- 4 Why Synthetic Data?
- 5 Location-Based Services (LBS)
- 6 Existing Techniques?
- 7 Generative Framework
- 8 Modeling Human Mobility
- 9 Similarity Metrics
- 10 Generative Model
- 11 Privacy Tests
- 12 Utility: What is preserved?
- 13 Privacy in LBS Scenario
- 14 Conclusions
