Minhuan Huang

Suitable is the Best: Task-Oriented Knowledge Fusion in Vulnerability Detection

Deep learning technologies have demonstrated remarkable performance in vulnerability detection. Existing works primarily adopt a uniform and consistent feature learning pattern across the entire target set. While designed for general-purpose detection tasks, they lack sensitivity towards target code…