BinaryPig - Scalable Malware Analytics in Hadoop

BinaryPig - Scalable Malware Analytics in Hadoop

Black Hat via YouTube Direct link

Feature Extraction

12 of 19

12 of 19

Feature Extraction

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BinaryPig - Scalable Malware Analytics in Hadoop

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  1. 1 Intro
  2. 2 Background
  3. 3 Malware data mining is useful
  4. 4 Pre-BinaryPig: Architecture
  5. 5 BinaryPig - Results Exploration
  6. 6 BinaryPig Loaders
  7. 7 Optimizations in BinaryPig
  8. 8 BinaryPig: Loader Implementations
  9. 9 BinaryPig: Scripting
  10. 10 Web Interface
  11. 11 General Findings
  12. 12 Feature Extraction
  13. 13 Feature Depth
  14. 14 Clustering Results **.
  15. 15 ICO Extraction
  16. 16 Icon Features
  17. 17 Lessons Learned
  18. 18 Future work
  19. 19 black hat USA 2013

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