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Reachable Coverage: Estimating Saturation in Fuzzing - Artifacts

Authors: Liyanage, Danushka; Böhme, Marcel; Tantithamthavorn, Chakkrit; Lipp, Stephan;

Reachable Coverage: Estimating Saturation in Fuzzing - Artifacts

Abstract

We make all the data, analysis, and results of the conference (ICSE 2023) paper "Reachable Coverage: Estimating Saturation in Fuzzing" openly accessible. We have incorporated each data pre-processing and analysis step into a single R notebook, analysis.ipynb which can be found under the directory named ./scripts. The ./data directory contains all the experimental data we gathered by running the state-of-the-art fuzzer AFL++ on various candidate programs. We also use open-source data from well-known platforms such as Fuzzbench. Please refer to README.md for extensive details about navigating the repository and reproducing the results we presented in our paper. We facilitate the reproduction of our results and encourage continuous improvement of the research area by making our research artifacts publically accessible. Artifacts file name - icse23main-p1153-artifacts.zip

This digital object contains the artifacts for the paper titled "Reachable Coverage: Estimating Saturation in Fuzzing " which is published in the proceedings of the International Conference on Software Engineering (ICSE) - 2023.

Related Organizations
Keywords

Software Testing, Statistics, Fuzzing, FOS: Mathematics, Estimation

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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