Vulnerability_exploit_prediction_using_descriptions
In this repository we provide functionalities for exploitation prediction of software vulnerabilities using topic modelling, word clustering and machine learning (classification) models. We also provide data that are releted to our experiments and findings.
Related Publication: Charmanas, K., Mittas, N., & Angelis, L. (2023). Exploitation of Vulnerabilities: A Topic-Based Machine Learning Framework for Explaining and Predicting Exploitation. Information, 14(7), 403.