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Iceberg: Automated Verification of DNS Authoritative Engines via Just-in-Time...

Talkat NSDI '26 · 2026-05-04..05-06· [security, testing]
links:none on file
links:none on file
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name:Xin Jin
linkedin:jinxin
slides:none on file

Iceberg implements just-in-time summarization over LLVM IR with Z3 to verify DNS authoritative engines automatically, using state splitting, symbolic regions, summary optimization and stub interposing. It runs as a Rust tool (≈16K LOC), verifies core lookup logic in CoreDNS, BIND, PowerDNS and Knot, and finds 12 new bugs (8 in CoreDNS). Porting costs about one person-week, inspect-to-code ratios 5.8–9.6%, and runs complete in minutes for small zones, ~30 minutes for complex zones, and a few hours for production zones.

AI-written summary · about

  1. 0:00Iceberg and DNS verification
  2. 1:23DNS correctness challenges
  3. 2:50Limitations of ahead-of-time summarization
  4. 4:16Just-in-time summarization with Iceberg
  5. 7:05Automatic summary building
  6. 9:31Core algorithms in Iceberg
  7. 10:56Iceberg workflow details
  8. 12:00Real-world DNS verification
  9. 13:46Evaluation results vs SCALE
  10. 15:30Broader implications and future
  11. 15:51Summary and Q&A
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