Data for the Paper "Multi-Taxonomy Classification of Vulnerability Descriptions with Hierarchies of Finetuned Language Models"

This repository contains the data and experiment artifacts used in the paper. It is organized as follows: config/ – Configuration files used for running the experiments. data/ – The dataset used in the study. flat_classifiers/ – Logs, checkpoints, and configuration files for experiments with flat classifiers. hierarchical_classifiers/ – Logs, checkpoints, and configuration files for experiments with hierarchical classifiers. temporal_splits/ – Data and configurations for experiments evaluating temporal splits. Each experiment folder (e.g., inside flat_classifiers, hierarchical_classifiers, or temporal_splits) follows a consistent structure: config.yaml # Configuration file for the run mlb_classes.json # Multi-label classes used train_unique_labels.json # Labels present in the training set plot/ # Dataset distribution plots tensorboard/ # TensorBoard logs test/ # Results on the test set