Lost and Found in Translation - An Intro to ML Assisted Decompilation and Deobfuscation

Lost and Found in Translation - An Intro to ML Assisted Decompilation and Deobfuscation

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Introduction

1 of 25

1 of 25

Introduction

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Lost and Found in Translation - An Intro to ML Assisted Decompilation and Deobfuscation

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  1. 1 Introduction
  2. 2 Who am I
  3. 3 Agenda
  4. 4 Google Whistleblower
  5. 5 GitHub CoPilot
  6. 6 Security
  7. 7 Unsupervised Learning
  8. 8 Reinforcements
  9. 9 Two Rules of Thumb
  10. 10 Machine Learning Models
  11. 11 Feature Engineering
  12. 12 Pseudocode
  13. 13 Natural Language Translation
  14. 14 Neural Machine Translation
  15. 15 Sequence to Sequence Models
  16. 16 Encoder Decoder Architecture
  17. 17 Recurrent Neural Networks
  18. 18 Encoder
  19. 19 Attention
  20. 20 Bert
  21. 21 Language Models
  22. 22 Preprocessing
  23. 23 Data Acquisition
  24. 24 Summary
  25. 25 Questions

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