VD-HEN: Capturing Semantic Dependencies for Source Code Vulnerability Detection With a Hierarchical Embedding Network

This article proposes a semantic dependency capture method for source code vulnerability detection of an open source framework based on a hierarchical embedded network. It extracts syntactic information and structural information through a statement embedding network and program embedding network, respectively. Experimental results show that the proposed method is superior to other methods.