SAVIOR: Towards Bug-Driven Hybrid Testing

SAVIOR: Towards Bug-Driven Hybrid Testing

IEEE Symposium on Security and Privacy via YouTube Direct link

Intro

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1 of 17

Intro

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Classroom Contents

SAVIOR: Towards Bug-Driven Hybrid Testing

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  1. 1 Intro
  2. 2 Hybrid testing is the new trend
  3. 3 State of the art hybrid testing systems Code coverage driven
  4. 4 Code-coverage alone likely miss bugs
  5. 5 Suboptimal resource distribution • Bug-to-code ratios
  6. 6 SAVIOR: Bug-driven hybrid fuzzing
  7. 7 Compile time analysis & instrumentation • Analysis conservative
  8. 8 System overview: runtime
  9. 9 Reach more bug instrumentation
  10. 10 Active property checking . Model these type of bugs with SMT constraints
  11. 11 Other tricks to improve efficiency - Dynamically adjust path scheduling Combine static and runtime information
  12. 12 Evaluation
  13. 13 SAVIOR: LAVA-M benchmark
  14. 14 Real-world programs: potential bug-code ratios
  15. 15 Triggered UBSAN violations (24 hours)
  16. 16 SAVIOR: Triggered bug V.S code coverage cont
  17. 17 Conclusion

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