Description
The Replication Package of "Time-based Analysis on Software Vulnerability ML Detection: A Differentiated Replication" Part 2 (Linux Dataset) The zipped package includes: Datasets that we created using our methodology and the original dataset (from NVD Vuldeepecker)- retrospective test- believed_perspective test- perspective test Pre-trained models that we generated during our evaluation (3 test results for each time point in the timeline [2011-2017]). We also added the summarized result files (.xlsx) 1. Timeline of Datasets.xlsx 2. ML Evaluations.xlsx and the notebook to produce the charts in the paper: Charts.ipynb Please refer to https://zenodo.org/records/10965516 for Part 1 NVD Vuldeepecker Dataset
Resources
| Name | Format | Description | Link |
|---|---|---|---|
| Unknown Resource | Unknown | Open resource |