Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers

Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers

Simons Institute via YouTube Direct link

Intro

1 of 15

1 of 15

Intro

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Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers

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  1. 1 Intro
  2. 2 Definition
  3. 3 Randomization
  4. 4 Zico
  5. 5 Idea
  6. 6 Experimental Results
  7. 7 SemiSupervised Results
  8. 8 Training
  9. 9 Notation
  10. 10 Gradients
  11. 11 Optimal Gradient
  12. 12 Full Algorithm
  13. 13 Parameters
  14. 14 Results
  15. 15 Summary

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