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Adversarial Examples for Deep Neural Networks

Adversarial Examples for Deep Neural Networks

Paul Hand via YouTube Direct link

Adversarial Patches

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Adversarial Patches

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Classroom Contents

Adversarial Examples for Deep Neural Networks

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  1. 1 Introduction
  2. 2 Adversarial Examples
  3. 3 Projected Gradient Descent
  4. 4 Fast Gradient Sign
  5. 5 Universal Perturbations
  6. 6 Blackbox Attacks
  7. 7 Stochastic Coordinate Descent
  8. 8 Ensemble Approach
  9. 9 Adversarial Patches
  10. 10 Challenges
  11. 11 Physical World Attacks
  12. 12 Adversarial Training

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