Securing the Software Development Life Cycle with Machine Learning

Securing the Software Development Life Cycle with Machine Learning

RSA Conference via YouTube Direct link

Introduction

1 of 27

1 of 27

Introduction

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Classroom Contents

Securing the Software Development Life Cycle with Machine Learning

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  1. 1 Introduction
  2. 2 Mike the Developer
  3. 3 What happened
  4. 4 Agenda
  5. 5 The Basics
  6. 6 Two Main Camps
  7. 7 Level of Trust
  8. 8 Where do bugs go
  9. 9 How many bugs are there
  10. 10 What does this look like
  11. 11 Does this matter
  12. 12 Finding bugs
  13. 13 The opportunity for ML
  14. 14 How ML works
  15. 15 What does the security team want
  16. 16 What is supervised learning
  17. 17 Recap
  18. 18 Data
  19. 19 Data Science
  20. 20 Classification System
  21. 21 Data Science and Security
  22. 22 Data Quality
  23. 23 Takeaways
  24. 24 How does this help your customers
  25. 25 What this means to you
  26. 26 What this means to customers
  27. 27 What does this mean for you

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