White Paper
Executive Summary
Bug Hunter is an automated code-review engine for Solidity smart-contract codebases. By combining an ensemble of machine-learning models with deep program-analysis techniques, it replicates a senior auditor’s workflow to surface vulnerabilities with exceptional speed and coverage.
Benchmark results
| Domain | Average bugs found vs. expert audit | Best-case project |
|---|---|---|
| Yield-farming protocols | 46.5 % | 66 % |
| NFT protocols | 50 % | 55 % |
| Common core functions – Yield-farming | 58 % | 75 % |
| Common core functions – NFT | 64 % | 88 % |
Across all tests Bug Hunter maintained a false-positive rate below 5 %, giving developers a highly reliable security partner during every stage of smart-contract development.