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Design Intuitions
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High Fidelity Data Reduction for Big Data Security Dependency Analyses
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- 1 Intro
- 2 Background
- 3 Opportunities and Challenges
- 4 Big Data, Why?
- 5 Real World Experiences
- 6 Problem Statement
- 7 Design Intuitions
- 8 "Expendable" Dependencies
- 9 Controlled Dependency Loss
- 10 Domain knowledge Helps
- 11 Design Summary
- 12 Evaluation Target
- 13 Data Reduction Capability
- 14 Compare with Nalive
- 15 Back-tracking Real Attacks
- 16 Resource Consumptions
- 17 Conclusion & Future Work