Improving Transferability of Adversarial Examples with Input Diversity - CAP6412 Spring 2021

Improving Transferability of Adversarial Examples with Input Diversity - CAP6412 Spring 2021

UCF CRCV via YouTube Direct link

Objectives

2 of 15

2 of 15

Objectives

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Improving Transferability of Adversarial Examples with Input Diversity - CAP6412 Spring 2021

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  1. 1 Introduction
  2. 2 Objectives
  3. 3 Transformations
  4. 4 Related Work
  5. 5 Methodology
  6. 6 Family of FGSM
  7. 7 Diverse Inputs Patterns Methods
  8. 8 Relationships
  9. 9 Attacking on Ensemble Networks
  10. 10 Experiment - Setup
  11. 11 Attacking on Single Networks
  12. 12 Attacking a Ensemble of Network
  13. 13 Ablation Studies
  14. 14 NIPS 2017 adversarial competition
  15. 15 Conclusion

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