The Art and Tech of Generating Secure and Authentic Synthetic Data

The Art and Tech of Generating Secure and Authentic Synthetic Data

Linux Foundation via YouTube Direct link

Intro

1 of 12

1 of 12

Intro

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Classroom Contents

The Art and Tech of Generating Secure and Authentic Synthetic Data

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  1. 1 Intro
  2. 2 What is Data Helix
  3. 3 Redaction, Anonymisation and Synthesis
  4. 4 Redaction - Re-identification risk
  5. 5 Differential Privacy
  6. 6 A typical synthetic data flow
  7. 7 The generic Use Cases
  8. 8 What approach to consider for what Use Case
  9. 9 Data Generation approaches
  10. 10 A few Specific Examples
  11. 11 What's next for DataHub/DataHelix
  12. 12 If any of this sounds interesting

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