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Helen - Maliciously Secure Coopetitive Learning for Linear Models

Helen - Maliciously Secure Coopetitive Learning for Linear Models

IEEE Symposium on Security and Privacy via YouTube Direct link

Challenge

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Challenge

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Helen - Maliciously Secure Coopetitive Learning for Linear Models

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  1. 1 Intro
  2. 2 Fraud detection
  3. 3 Solution?
  4. 4 Concerns
  5. 5 Secure multiparty computation
  6. 6 Desired security properties
  7. 7 Threat model
  8. 8 Prior work
  9. 9 Challenge
  10. 10 Techniques
  11. 11 Setup
  12. 12 Input preparation
  13. 13 Iterative training
  14. 14 Model release
  15. 15 Evaluation
  16. 16 Conclusion

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