Debin: Predicting Debug Information in Stripped Binaries

Debin: Predicting Debug Information in Stripped Binaries

Association for Computing Machinery (ACM) via YouTube Direct link

Intro

1 of 15

1 of 15

Intro

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Debin: Predicting Debug Information in Stripped Binaries

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  1. 1 Intro
  2. 2 Binaries with debug symbols
  3. 3 Stripped binaries
  4. 4 Challenges
  5. 5 DeBIN: Recovering debug information
  6. 6 DeBIN: System overview
  7. 7 Learning how to recover variables
  8. 8 Probabilistic graphical model
  9. 9 Learning how to predict names and types
  10. 10 DeBIN implementation
  11. 11 Variable recovery accuracy
  12. 12 Name and type prediction accuracy
  13. 13 Evaluation of name and type prediction
  14. 14 Malware inspection
  15. 15 Summary

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