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