VULTURE public dataset
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This is the public dataset for VULTURE the dataset is orgnized as following, can be used to detect 1-day vulnerabilities in the wild. aligned_patch_commits.zip : dataset for LLM based commit mapping aligned_cpe: Each <product>.json file contains CVEs and related CPEs for the corresponding <product>. aligned_patch: Each <product> directory contains directories named after related CVEs. Inside each <CVE> directory, there is a patch_info.json file that describes the CVE, and two directories: patch_before and patch_after, which store the code before and after the patch, respectively. IoTList: dataset for selected TPLs it contains the GitHub link for selected TPLs in TPLFilter step https://anonymous.4open.science/r/Vulture-17BC/iotList.txt signature.zip: dataset for TPLreuse detection & 1-day vulnerability detection osscollector: contains the birth date and function hash preprocessor: TPL information after filter All of the above can be directly used by VULTURE --------------------------- BENCHMARKS Commit benchmark: https://anonymous.4open.science/r/Vulture-17BC/CommitBenckmark Vulnerability benchmark: https://anonymous.4open.science/r/Vulture-17BC/VulnerabilityBenckmark.xlsx
本数据集为VULTURE的公开数据集，其结构如下，可用于检测野外环境下的1日漏洞（1-day vulnerabilities）。 aligned_patch_commits.zip：用于基于大语言模型（Large Language Model，LLM）的提交映射的数据集。 aligned_cpe：每个<product>.json文件均包含对应<product>的通用漏洞与暴露（Common Vulnerabilities and Exposures，CVE）及相关通用平台枚举（Common Platform Enumeration，CPE）项。 aligned_patch：每个<product>目录下包含以相关CVE命名的子目录。每个<CVE>目录内均包含一个patch_info.json文件，用于描述该CVE，此外还有两个子目录：patch_before与patch_after，分别存储补丁实施前与实施后的代码。 IoTList：用于筛选选定第三方库（Third-Party Libraries，TPL）的数据集，包含TPLFilter步骤中选定的TPL的GitHub链接，链接地址为：https://anonymous.4open.science/r/Vulture-17BC/iotList.txt。 signature.zip：用于TPL复用检测及1日漏洞检测的数据集。 osscollector：包含函数哈希及函数诞生日期。 preprocessor：经过筛选后的TPL信息。 以上所有数据集均可直接供VULTURE使用。 --------------------------- 基准测试集 提交基准测试集：https://anonymous.4open.science/r/Vulture-17BC/CommitBenckmark 漏洞基准测试集：https://anonymous.4open.science/r/Vulture-17BC/VulnerabilityBenckmark.xlsx
