Extrapolating Coverage Rate in Greybox Fuzzing (Artifacts)

Abstract

We have made the complete set of data, analyses, and results from our ICSE 2024 paper, "Extrapolating Coverage Rate in Greybox Fuzzing", openly accessible. All steps of data pre-processing and analysis are encapsulated in a single R notebook, experimental.ipynb, located in the ./scripts directory. The ./data directory contains all the experimental data gathered by running the state-of-the-art fuzzer AFL++ on various candidate programs. We save all the generated figures/tables to the ./figures directory. For detailed guidance on navigating the repository and reproducing the results presented in our paper, please refer to README.md. We actively support the reproducibility of our results and encourage ongoing advancements in the research field by making our research artifacts publicly accessible. Artifact file name: Extrapolating_Coverage_Rate_in_Greybox_Fuzzing-artifacts.zip