Data Privacy Techniques with Apache Spark - Defensive and Offensive Approaches

Data Privacy Techniques with Apache Spark - Defensive and Offensive Approaches

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Intro

1 of 18

1 of 18

Intro

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Data Privacy Techniques with Apache Spark - Defensive and Offensive Approaches

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  1. 1 Intro
  2. 2 Data Privacy
  3. 3 Offensive techniques
  4. 4 Technique comparison dimensions
  5. 5 Pseudonymization
  6. 6 Hashing
  7. 7 Making hash cracking a bit more difficult
  8. 8 Credit card numbers
  9. 9 Token Vault with Databricks Delta
  10. 10 Synthetic data
  11. 11 Generalisation
  12. 12 Binning
  13. 13 Truncating: IP addresses
  14. 14 Rounding
  15. 15 Auditing
  16. 16 Remote desktop
  17. 17 Screenshot prevention
  18. 18 Feedback

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