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Intro
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Classroom Contents
Scalable Graph-based Bug Search for Firmware Images
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- 1 Intro
- 2 Finding vulnerabilities in loT devices is more crucial than ever!
- 3 Search for known vulnerabilities
- 4 Pair-wise graph matching is expensive!
- 5 A similar problem
- 6 We don't compare images one by one
- 7 Our approach
- 8 Raw feature extraction
- 9 Feature learning
- 10 High-level feature encoding
- 11 Evaluating
- 12 Evaluation: Datasets
- 13 Evaluation: Baseline Comparison
- 14 Evaluation: True Positive Rate
- 15 Evaluation: ROC curves
- 16 Evaluation: Search Efficiency
- 17 Evaluation: Search Scalability
- 18 Evaluation: Preparation Time
- 19 Evaluation: Compare with Multi-MH/Multi-k-MH
- 20 Evaluation: Case Study II
- 21 Conclusion
