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Detecting Security Hazards in SEAndroid Vendor Customizations via Large-Scale Supervised ML
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- 1 Introduction
- 2 Framework
- 3 Policy Language
- 4 Android is complex
- 5 Winter customizations
- 6 Our work
- 7 Key idea
- 8 Architecture
- 9 Strategy
- 10 Differential Analysis
- 11 Never Allowed
- 12 Combine
- 13 Special Symbols
- 14 Critical Fields
- 15 P9 Rules
- 16 Training Set
- 17 Feature Extraction
- 18 Model Training
- 19 CrossValidation
- 20 Results
- 21 Data Acquisition
- 22 Example
- 23 Summary
- 24 Showcase