rufimelo/bigvul-mixed-cwe

该数据集是一个专注于代码漏洞和安全修复的数据集，包含多个字段，如唯一标识符(id)、来源数据集(source_dataset)、常见弱点枚举(CWE)类别(cwe)、编程语言(language)、易受攻击的代码片段(vulnerable_code)、安全修复后的代码片段(secure_code)、相关URL(url)、代码仓库(repository)、提交哈希(commit_hash)、时间戳(timestamp)、通用漏洞评分系统(CVSS)分数(cvss_score)、严重程度(severity)以及元数据(metadata)，其中元数据包括提交消息(commit_message)、CVE标识符(cve_id)和数据集来源(dataset_source)。数据集分为训练集(train)，包含6987个示例，总大小约为42.9MB，适用于代码安全分析、漏洞检测和机器学习模型训练等任务。

This dataset is focused on code vulnerabilities and security fixes, containing multiple fields such as unique identifier (id), source dataset (source_dataset), Common Weakness Enumeration (CWE) category (cwe), programming language (language), vulnerable code snippet (vulnerable_code), secure code snippet after fixes (secure_code), related URL (url), code repository (repository), commit hash (commit_hash), timestamp (timestamp), Common Vulnerability Scoring System (CVSS) score (cvss_score), severity level (severity), and metadata, which includes commit message (commit_message), CVE identifier (cve_id), and dataset source (dataset_source). The dataset is split into a training set (train) with 6987 examples and a total size of approximately 42.9MB, suitable for tasks like code security analysis, vulnerability detection, and machine learning model training.