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Adaptive Attacks to Adversarial Example Defenses - CAP6412 Spring 2021

Adaptive Attacks to Adversarial Example Defenses - CAP6412 Spring 2021

UCF CRCV via YouTube Direct link

Mixup interference

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Mixup interference

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Adaptive Attacks to Adversarial Example Defenses - CAP6412 Spring 2021

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  1. 1 Paper details
  2. 2 Outline
  3. 3 Abstract
  4. 4 Introduction
  5. 5 Expectation over transformation
  6. 6 Notation
  7. 7 K winners take all
  8. 8 Chaos partitioning
  9. 9 Attack on K winners
  10. 10 Local gradient estimation
  11. 11 Odds are on
  12. 12 Noise
  13. 13 Other function
  14. 14 Mixup interference
  15. 15 Attacking adversarial examples
  16. 16 Points

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