SVulDetector: Vulnerability detection based on similarity using tree-based attention and weighted graph embedding mechanisms

Author:

Zheng WeiningORCID,Su XiaohongORCID,Wei HongweiORCID,Tao Wenxin

Funder

National Science Foundation

National Natural Science Foundation of China

Publisher

Elsevier BV

Reference47 articles.

1. code2vec: Learning distributed representations of code;Alon;Proc. ACM Program. Lang.,2019

2. Fully-convolutional siamese networks for object tracking;Bertinetto,2016

3. Bgnn4vd: constructing bidirectional graph neural-network for vulnerability detection;Cao;Inf. Softw. Technol.,2021

4. Deepwukong: Statically detecting software vulnerabilities using deep graph neural network;Cheng;ACM Trans. Softw. Eng. Methodol. (TOSEM),2021

5. Vuldetector: detecting vulnerabilities using weighted feature graph comparison;Cui;IEEE Trans. Inf. Forensics Secur.,2020

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