~/talk

Input-based Three-Valued Abstraction Refinement

Talkat VMCAI 2026 · 2026-01-12..01-13· [embedded-and-hardware]
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A new three-valued abstraction refinement framework implements input-based splitting and a simulator-like abstract state construction in the open-source tool machine-check, targets AVR machine code, and supports full mu-calculus model checking. It verifies properties that CEGAR and naïve model checking cannot, finds a real bug in an AVR voltage-controlled-oscillator calibration program (the LSB of a trim value is never cleared), and produces reasonable runtimes on several embedded benchmarks.

AI-written summary · about

  1. 0:00Temporal logic model checking
  2. 1:51Path universal properties limits
  3. 3:58Three-valued abstraction refinement
  4. 5:22Three-valued model checking challenges
  5. 7:07Input-based three-valued refinement
  6. 12:26Abstract simulation input splitting
  7. 14:12Decay to control state explosion
  8. 15:39Tool implementation results
  9. 18:09Future research directions
  10. 19:14Conclusion adoption challenges
  11. 19:36Q&A: Certificates
  12. 21:21Q&A: State abstraction
  13. 23:27Q&A: Real-world evaluation
  14. 26:17Q&A: Decay role
  15. 28:25Q&A: Bug details
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