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Lightweight Shape Analysis based on Physical Types

Talkat VMCAI 2022 · 2022-01-16..01-18· [security]
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Defines a new abstract-interpretation memory analysis that summarizes the heap with physical types encoding byte-level layouts and pairs that with a focusing abstraction to refine active regions and enable strong updates without disjunctions. Implements the domain in the Codex library and runs it on standard shape benchmarks and a full commercial microkernel, proving spatial memory safety and absence of privilege escalation on the kernel binary with few annotations and practical runtime.

AI-written summary · about

  1. 0:00Start
  2. 0:10Why Do We Need Automatic Memory Analysis
  3. 3:13Abstract Interpretation Based on Types
  4. 13:03Structural Environments
  5. 18:04Experiments
  6. 19:17Benchmarks
  7. 21:37Conclusion
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