Vulnerability Datasets for Classification Performance Analysis

It contains 5 csv files extracted from NVD using CVE API. The files contain description and a severity rating. The 17-23.csv file contains 130430 vulnerability descriptions reported during 2017-2023. It can be used for model training. 2024.csv file contains 19876 descriptions reported in 2024. It may be used to test the model for temporally separated vulnerabilities. kev_april25.csv contains 1309 vulnerability descriptions present in the KEV (Known Exploit Vulnerability) catalog. It contains high-risk vulnerabilities and may be used for performance analysis. android.csv and windows.csv files contain 7379 and 6190 vulnerability descriptions respectively and may be used for performance analysis of classification models.