A Novel Deep Multi-head Attentive Vulnerable Line Detector
Published in Procedia Computer Science, 2023
Recommended citation: Miles Q. Li, Benjamin CM Fung, and Ashita Diwan. "A Novel Deep Multi-head Attentive Vulnerable Line Detector." Procedia Computer Science 222 (2023): 35-44. https://www.sciencedirect.com/science/article/pii/S1877050923009079
This paper presents a hybrid neural network that combines a memory network and multi-head attention mechanism for detecting vulnerable lines of code in C/C++ programs. Through comprehensive experiments, we demonstrate significant improvements in performance over existing approaches.
Recommended citation: Miles Q. Li, Benjamin CM Fung, and Ashita Diwan. “A Novel Deep Multi-head Attentive Vulnerable Line Detector.” Procedia Computer Science 222 (2023): 35-44.