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Randomized Testing of Byzantine Fault Tolerant Algorithms

Talkat OOPSLA 2023 · 2023-10-23..10-27· [distributed-systems]
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ByzzFuzz is a randomized tester that injects bounded faults (F faulty processes, D network perturbation rounds, C mutation rounds) and applies small-scope message mutations (structure-preserving tweaks like incrementing a round number or replaying a past hash) to live implementations. It runs hundreds of randomized executions per configuration, finds implementation bugs in PBFT, a potential liveness issue in Tendermint, and two theoretical plus one previously unknown Ripple/XRP Ledger fault that developers confirm and fix; baseline fuzzers miss many of these.

AI-written summary · about

  1. 0:00Randomized testing of BFT algorithms
  2. 3:54Verifying BFT implementations
  3. 5:45BISA's randomized testing method
  4. 7:10Executing consensus protocols
  5. 8:35BISA detects Ripple bug
  6. 11:22BISA results in blockchain systems
  7. 13:31Conclusion and future directions
  8. 14:33Q&A: Participant count
  9. 16:19Q&A: Adapting to other blockchains
  10. 17:21Q&A: Expanding mutations
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