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Activation Analysis of a Byte-Based Deep Neural Network for Malware Classification

Activation Analysis of a Byte-Based Deep Neural Network for Malware Classification

IEEE Symposium on Security and Privacy via YouTube Direct link

Intro

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1 of 16

Intro

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Classroom Contents

Activation Analysis of a Byte-Based Deep Neural Network for Malware Classification

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  1. 1 Intro
  2. 2 Feature Engineering
  3. 3 Our CNN Model
  4. 4 Test Results
  5. 5 Big Questions
  6. 6 Analysis Process
  7. 7 Comparisons
  8. 8 Filtering
  9. 9 Regularization
  10. 10 Filter Comparison
  11. 11 EndtoEnd Features
  12. 12 Rich Header
  13. 13 Summary
  14. 14 Contact Information
  15. 15 Questions
  16. 16 Discussion

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