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Outline
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Classroom Contents
FeatureSmith - Automatically Engineering Features for Malware Detection by Mining the Security Literature
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- 1 Intro
- 2 Malware Detection
- 3 Dilemma
- 4 Feature Engineering Example
- 5 Outline
- 6 Behavior Extraction Example
- 7 Behavior Understanding
- 8 Corpus
- 9 Architecture - Semantic Network Construction
- 10 Architecture - Feature Inference
- 11 Architecture - Feature Explanation
- 12 ROC curve
- 13 Research Questions
- 14 Feature Ranking
- 15 Benefit #1 - Feature Explanation
- 16 Benefit N2 - New Features
- 17 Conclusion
