Greybox fuzzing time-intensive programs

November 28, 2023 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Steve Huntsman arXiv ID 2311.17200 Category cs.SE: Software Engineering Citations 0 Venue arXiv.org Last Checked 5 months ago
Abstract
We examine (directed) greybox fuzzing from a geometrical perspective, viewing dissimilarities on inputs and on control flow graphs (with dynamical statistics) as primitive objects of interest. We prototype and evaluate GoExploreFuzz, a greybox fuzzer for time-intensive programs that incorporates this perspective. The results indicate useful capabilities for greybox fuzzing that have hitherto been underutilized, notably quantifying the diversity of paths and autonomously tuning the "bandwidth" of mutations.
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