Secu-Table: a Large-scale Security Table Dataset for Evaluating Semantic Table Interpretation Systems

In the security domain, tabular datasets for state-of-the-art are not publicly available and this dataset aims to provide to the community with a new resource consisting of more than 1500 tables, 15k entities constructed using security data extracted from CVE, CWE, CPE and annotated using Wikidata and SEPSES knowledge graphs. SEmantic Processing of Security Event Streams CyberSecurity Knowledge Graph (SEPSES CSKG). In addition to evaluating the capabilities of LLMs to annotate tabular datasets, this dataset can be used for security knowledge graph population.