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Malware Classification With Machine Learning Enhanced by Windows Kernel Emulation

Malware Classification With Machine Learning Enhanced by Windows Kernel Emulation

Black Hat via YouTube Direct link

Amber

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Amber

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Classroom Contents

Malware Classification With Machine Learning Enhanced by Windows Kernel Emulation

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  1. 1 Introduction
  2. 2 Amber
  3. 3 Adversarial ML
  4. 4 Emulation
  5. 5 What we get
  6. 6 The model
  7. 7 Data set
  8. 8 APA and API calls
  9. 9 Embedded layer
  10. 10 Convolution layer
  11. 11 Neural network
  12. 12 Results
  13. 13 Adversarial Malware
  14. 14 Future Work
  15. 15 Takeaways

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