The Secret Sharer - Evaluating and Testing Unintended Memorization in Neural Networks

The Secret Sharer - Evaluating and Testing Unintended Memorization in Neural Networks

USENIX via YouTube Direct link

Preventing memorization

7 of 10

7 of 10

Preventing memorization

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Classroom Contents

The Secret Sharer - Evaluating and Testing Unintended Memorization in Neural Networks

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  1. 1 Introduction
  2. 2 Formalization
  3. 3 Experiment
  4. 4 Discussion
  5. 5 General Strategy
  6. 6 Metric Exposure
  7. 7 Preventing memorization
  8. 8 Exposure
  9. 9 Conclusion
  10. 10 Questions

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