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Fuzzer Benchmarking As a Service

Fuzzer Benchmarking As a Service

FuzzBench

FuzzBench is a free service that evaluates fuzzers on a wide variety of real-world benchmarks, at Google scale. The goal of FuzzBench is to make it painless to rigorously evaluate fuzzing research and make fuzzing research easier for the community to adopt. We invite members of the research community to contribute their fuzzers and give us feedback on improving our evaluation techniques.

FuzzBench provides:

  • An easy API for integrating fuzzers.
  • Benchmarks from real-world projects. FuzzBench can use any OSS-Fuzz project as a benchmark.
  • A reporting library that produces reports with graphs and statistical tests to help you understand the significance of results.

To participate, submit your fuzzer to run on the FuzzBench platform by following our simple guide. After your integration is accepted, we will run a large-scale experiment using your fuzzer and generate a report comparing your fuzzer to others. See a sample report.

Sample Report

You can view a sample report
here.
This report is generated using 10 fuzzers against 24 real-world benchmarks,
with 20 trials each and over a duration of 24 hours.

When analyzing reports, we recommend:

  • Checking the strengths and weaknesses of a fuzzer against various benchmarks.
  • Looking at aggregate results to understand the overall significance of the
    result.

Please provide feedback on any inaccuracies and potential improvements (such as
integration changes, new benchmarks, etc.) by opening a GitHub issue
here.

GitHub

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