LineVD: Statement-level Vulnerability Detection using Graph Neural
Networks

LineVD: Statement-level Vulnerability Detection using Graph Neural Networks

10 March 2022

Papers citing "LineVD: Statement-level Vulnerability Detection using Graph Neural Networks"

12 / 12 papers shown

Title
Detecting Code Vulnerabilities with Heterogeneous GNN Training Yu Luo Weifeng Xu Dianxiang Xu 46 0 0 24 Feb 2025
ANVIL: Anomaly-based Vulnerability Identification without Labelled Training Data Weizhou Wang Eric Liu Xiangyu Guo Xiao Hu Ilya Grishchenko David Lie 30 1 0 28 Aug 2024
SCoPE: Evaluating LLMs for Software Vulnerability Detection José Gonccalves Tiago Dias Eva Maia Isabel Praça 34 5 0 19 Jul 2024
An LLM-Assisted Easy-to-Trigger Backdoor Attack on Code Completion Models: Injecting Disguised Vulnerabilities against Strong Detection Shenao Yan Shen Wang Yue Duan Hanbin Hong Kiho Lee Doowon Kim Yuan Hong AAML SILM 43 17 0 10 Jun 2024
IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities Ziyang Li Saikat Dutta Mayur Naik 59 44 0 27 May 2024
Path-wise Vulnerability Mitigation Zhen Huang Hristina Dokic 21 0 0 25 May 2024
Vulnerability Detection in C/C++ Code with Deep Learning Zhen Huang Amy Aumpansub 28 0 0 20 May 2024
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks B.K. Casey Joanna C. S. Santos George Perry 63 5 0 15 Mar 2024
Towards Causal Deep Learning for Vulnerability Detection Md. Mahbubur Rahman Ira Ceka Chengzhi Mao Saikat Chakraborty Baishakhi Ray Wei Le 26 10 0 12 Oct 2023
An Empirical Study of Deep Learning Models for Vulnerability Detection Benjamin Steenhoek Md. Mahbubur Rahman Richard Jiles Wei Le ELM AAML 26 79 0 15 Dec 2022
Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection Benjamin Steenhoek Hongyang Gao Wei Le 43 27 0 15 Dec 2022
Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges T. H. Le Hao Chen Muhammad Ali Babar VLM 64 152 0 13 Feb 2020