Today's cat is tomorrow's dog: accounting for time-based changes in the labels of ML vulnerability detection approaches (Replication Package Part 3: OpenSSL dataset) (Q6717903)

The Replication Package of "Today's cat is tomorrow's dog: accounting for time-based changes in the labels of ML vulnerability detection approaches" Part 3 (OPENSSL Dataset) This repository includes: Code that contains the codes to replicate some parts of this study:a.1_generate_datasets implements our methodology to generate the datasets.b.2_run_models runs the ML models during the evaluation.c.3_result_replication generates charts presented in the paper from the ML evaluation results. Datasets that contain 2 folders:a.original datasets: 1 from NVD Vuldeepecker and 3 extracted fromBigVul. b. OPENSSL datasets: train, validation, test sets for each time of observation extracted using our methodology from BigVuldataset for project openssl. Pretrained-models that we generated during our evaluation (3 test results for each time point in the timeline [2013-2019]). Results of our evaluation, the folder ALL contains the overall results and other folders are results by model. Please refer to the following repositories for the other datasets and pre-trained models: - Part 2 LINUX :https://doi.org/10.5281/zenodo.10960662 - Part 3 OPENSSL : https://doi.org/10.5281/zenodo.10966117 - Part 4 POPPLER : https://doi.org/10.5281/zenodo.14713143