Umer Ashfaq

Data and context matter: towards generalizing AI-based software vulnerability detection

AI-based solutions demonstrate remarkable results in identifying vulnerabilities in software, but research has consistently found that this performance does not generalize to unseen codebases. In this paper, we specifically investigate the impact of model architecture, parameter...