GraftyVul: Synthesising Insecure Programs through Real-World Vulnerability Grafting

Vulnerability datasets underpin a wide range of security research, including vulnerability detection, automated remediation, and secure code generation. However, existing datasets sacrifice at least one of three desirable properties: diversity of language or vulnerability type,...