From Mining to Meaning: Consistency-Refined Vulnerability Dataset

Dataset artifact for the paper 'From Mining to Meaning: Ontology-Driven Validation of Vulnerability Labels in Large-Scale Datasets'. Contains two files: 1. refined_ep_hp.csv (consistency-refined subset, EP∪HP samples) 2. noisy_baseline.csv (unfiltered baseline with CWE-mapped findings).本数据集为论文《从挖掘到释义：大规模数据集中漏洞标签的本体驱动验证（From Mining to Meaning: Ontology-Driven Validation of Vulnerability Labels in Large-Scale Datasets）》的配套数据集工件。该数据集包含两个文件：1. refined_ep_hp.csv（经一致性精炼的子集，包含EP∪HP样本）；2. noisy_baseline.csv（未经过滤的基线数据集，内含已映射至CWE（Common Weakness Enumeration）的检测结果）。