midas

MiDas is a transformer-based tool designed for detecting vulnerability-fixing commits in software projects by utilizing a multi-granularity approach that examines commits at various levels (commit, file, hunk, line). Notable features include seven distinct feature extractors that leverage CodeBERT for contextual representation, enabling effective identification and extraction of relevant commit features. This tool facilitates improved vulnerability management and can be replicated using specific training processes and dataset requirements.