Vul-LMGNN / vul-LMGGNN
Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph
☆65Updated 11 months ago
Alternatives and similar repositories for vul-LMGGNN:
Users that are interested in vul-LMGGNN are comparing it to the libraries listed below
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆95Updated 2 years ago
- Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.☆57Updated 5 months ago
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆71Updated 2 years ago
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆16Updated last year
- ☆72Updated last year
- ☆44Updated 2 years ago
- VulnerabilityDetectionResearch☆83Updated 3 years ago
- ☆82Updated 4 years ago
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆32Updated last year
- The replication package of paper "Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks"☆22Updated last year
- FUNDED is a novel learning framework for building vulnerability detection models.☆129Updated last year
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆44Updated last year
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆63Updated 2 months ago
- ☆95Updated 4 months ago
- This repository is to support contributions for tools and new data entries for the D2A dataset hosted in DAX☆66Updated 2 years ago
- ☆22Updated 2 years ago
- ☆22Updated 3 years ago
- ☆11Updated last year
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆60Updated last year
- ☆12Updated 2 years ago
- A static-analysis tool to detect C/C++ vulnerabilities based on graph comparison☆26Updated 4 years ago
- This repository contains a PyTorch implementation of the ISSTA'24 paper "Graph Neural Networks for Vulnerability Detection: A Counterfact…☆31Updated 3 months ago
- ☆28Updated 2 weeks ago
- ☆198Updated 7 months ago
- A tool based on python to parse C/C++ code into code property graph☆14Updated 2 years ago
- HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs☆42Updated 2 years ago
- [ICSE 2024 Industry Challenge Track] Official implementation of "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆53Updated 3 months ago
- ☆14Updated last year
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆74Updated last week
- A Transformer-based Line-Level Vulnerability Prediction☆130Updated 7 months ago