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<!DOCTYPE html>
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<title>Fuzzing with Fandango — Fuzzing with Fandango</title>
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<div class="bd-header-announcement__content"><p>💃 Fandango is currently in development - see our <a href="https://github.com/fandango-fuzzer/fandango/issues" style="color:white;">list of bugs and incomplete features</a>. Expect a first stable release in April 2025.</p></div>
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Fuzzing with Fandango
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<h1>Fuzzing with Fandango</h1>
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<h1 class="sd-d-none">Fuzzing with Fandango<a class="headerlink" href="#fuzzing-with-fandango" title="Link to this heading">#</a></h1>
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<p class="rubric">Fuzzing with Fandango</p>
<p>Fandango produces myriads of <em>high-quality random inputs</em> to test programs, giving users unprecedented control over format and shape of the inputs.</p>
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 -960 960 960" width="2em" fill="#5f6368"><path d="m787-145 28-28-75-75v-112h-40v128l87 87Zm-587 25q-33 0-56.5-23.5T120-200v-560q0-33 23.5-56.5T200-840h560q33 0 56.5 23.5T840-760v268q-19-9-39-15.5t-41-9.5v-243H200v560h242q3 22 9.5 42t15.5 38H200Zm0-120v40-560 243-3 280Zm80-40h163q3-21 9.5-41t14.5-39H280v80Zm0-160h244q32-30 71.5-50t84.5-27v-3H280v80Zm0-160h400v-80H280v80ZM720-40q-83 0-141.5-58.5T520-240q0-83 58.5-141.5T720-440q83 0 141.5 58.5T920-240q0 83-58.5 141.5T720-40Z"/></svg> At a Glance</div>
<p class="sd-card-text">Specify the format of your input data in a single file, combining <em>grammars</em> (for input syntax) and <em>constraints</em> (for arbitrary input features).
Constraints come as Python code, so there are no limits to what you can specify.</p>
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<p class="sd-card-text">Produce valid inputs at high speeds, from hundreds to thousands of inputs per second, quickly covering the entire input space.
Test with extreme and uncommon values, uncovering bugs before your users do.</p>
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<p class="sd-card-text">Shape inputs using your <em>own testing targets</em>, constraints, and statistical distributions.
Make use of <em>existing samples</em> to obtain realistic inputs.
Use <em>feedback</em> from the program under test to guide test generation to uncovered code.</p>
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<p><small>Fandango is a project of the <a class="reference external" href="https://www.cispa.de/">CISPA Helmholtz Center for Information Security</a> to facilitate highly efficient and highly customizable software testing.</p>
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<p><i>This research was funded by the European Union (<a class="reference external" href="https://www.cispa.de/s3">ERC “Semantics of Software Systems”, S3</a>, 101093186). Views and opinions expressed are however those of the authors only and do not necessarily reflect those of the European Union or the European Research Council. Neither the European Union nor the granting authority can be held responsible for them.</i></small></p>
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