ActiveClean: Generating Line-Level Vulnerability Data via Active Learning

no code implementations • 4 Dec 2023 • Ashwin Kallingal Joshy, Mirza Sanjida Alam, Shaila Sharmin, Qi Li, Wei Le

We demonstrated that using our cleaned data, LineVul, a SOTA line-level vulnerability detection tool, detected 70 more vulnerable lines and 18 more vulnerable functions, and improved Top 10 accuracy from 66% to 73%.

Active Learning Vulnerability Detection