High Fidelity Data Reduction for Big Data Security Dependency Analyses

High Fidelity Data Reduction for Big Data Security Dependency Analyses

ACM CCS via YouTube Direct link

Design Intuitions

7 of 17

7 of 17

Design Intuitions

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High Fidelity Data Reduction for Big Data Security Dependency Analyses

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

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