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Defeating Machine Learning - What Your Security Vendor Is Not Telling You

Defeating Machine Learning - What Your Security Vendor Is Not Telling You

Black Hat via YouTube Direct link

Introduction

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Introduction

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Classroom Contents

Defeating Machine Learning - What Your Security Vendor Is Not Telling You

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  1. 1 Introduction
  2. 2 Machine Learning in Security
  3. 3 Experimental Setup
  4. 4 Machine Learning Model
  5. 5 Lock Analogy
  6. 6 Feature Space
  7. 7 Variation
  8. 8 Current Machine Learning
  9. 9 Vendor Data
  10. 10 Local Data Source
  11. 11 Results
  12. 12 Validate
  13. 13 Commonality
  14. 14 Revisiting the Demo
  15. 15 Summary

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