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Evaluation Data - Systematic Assessment of Fuzzers using Mutation Analysis

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Zenodo2023-06-20 更新2026-05-26 收录
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The Databases which contain the results of the experiments done for the paper: "Systematic Assessment of Fuzzers using Mutation Analysis" Contained are the databases for the basic, ASan, and 24 hour runs under the data directory. The seed<em> </em>corpora are found in the directory seeds, minimal directory contains the initial seeds used for coverage fuzzing, the coverage directory contains the seeds that resulted from coverage fuzzing. To reproduce the results in the paper from scratch all that is required is the seed/minimal directory, all other artifacts are produced from this data. Additionally, the results of the two manual analyses are contained: not_killed_24.xlsx contain the notes of the manual analysis of unkilled mutants even after the 24 hour experiment, see Section 5.2.1. CVEs.xlsx are the notes taken during for the manual analysis of which CVEs can be reproduced mutants as described in Section 5.4. The script to collect the CVEs is provided as well under cve-script.7z.

本数据集包含为论文《使用变异分析开展模糊测试工具的系统性评估》("Systematic Assessment of Fuzzers using Mutation Analysis")所完成的全部实验结果对应的数据库。数据目录下涵盖基础模式、地址消毒剂(AddressSanitizer,ASan)模式以及24小时运行实验的三类数据库文件。种子语料库(seed corpora)存放于seeds目录中:其中minimal子目录包含用于覆盖率模糊测试的初始种子;coverage子目录则存储了通过覆盖率模糊测试生成的种子文件。若需从头复现论文中的全部实验结果,仅需使用seeds/minimal目录下的初始种子即可,其余所有实验产出物均可基于该数据集生成。此外,本数据集还包含两项手动分析的结果文件:not_killed_24.xlsx记录了针对24小时实验后仍未被杀死的变异体的手动分析笔记,具体内容详见论文5.2.1节;CVEs.xlsx记录了针对可复现变异体对应通用漏洞与披露(Common Vulnerabilities and Exposures,CVE)漏洞的手动分析笔记,详细描述参见论文5.4节。用于收集CVE信息的脚本已随数据集提供,打包为cve-script.7z。

提供机构:
Zenodo
创建时间:
2023-06-16
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