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Toward Large-Scale Vulnerability Discovery Using Machine Learning - DefCamp - 2015
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- 1 Introduction
- 2 Presentation
- 3 Key Ideas
- 4 Previous Work
- 5 Vulnerability Detection
- 6 General Plan
- 7 Explanation
- 8 Key Principles
- 9 Data Collection
- 10 Crash Analysis
- 11 Prediction
- 12 LTrace
- 13 Embedding
- 14 Training and testing
- 15 Feature Extraction
- 16 Weighted Scores
- 17 Workshop
- 18 Tools
- 19 Terminal
- 20 Input directory
- 21 Trace
- 22 Image processing tools
- 23 Bdiscover
- 24 Demo
