Vul-LMGNN / vul-LMGGNNLinks
Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph
☆96Updated last year
Alternatives and similar repositories for vul-LMGGNN
Users that are interested in vul-LMGGNN are comparing it to the libraries listed below
Sorting:
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆114Updated 3 years ago
- ☆80Updated 2 years ago
- Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.☆71Updated last year
- An implementation of the ACL 2024 Findings paper "Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tu…☆75Updated 3 months ago
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆43Updated 2 years ago
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆19Updated 2 years ago
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆74Updated 3 years ago
- A Transformer-based Line-Level Vulnerability Prediction☆159Updated last year
- ☆53Updated 3 years ago
- ☆47Updated 10 months ago
- [ICSE'24 Industry Challenge Track] "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆91Updated last year
- FUNDED is a novel learning framework for building vulnerability detection models.☆130Updated 2 years ago
- Code for ICSE'24 Paper☆13Updated last year
- ☆223Updated last year
- Repository for PrimeVul Vulnerability Detection Dataset☆212Updated last year
- The replication package of paper "Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks"☆28Updated 2 years ago
- ☆89Updated 4 years ago
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆48Updated 2 years ago
- A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries☆350Updated 4 years ago
- VulnerabilityDetectionResearch☆94Updated 3 years ago
- Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks☆255Updated 2 years ago
- This repository is to support contributions for tools and new data entries for the D2A dataset hosted in DAX☆73Updated 3 years ago
- Learning Program Semantics for Vulnerability Detection via Vulnerability-specific Inter-procedural Slicing☆14Updated 2 years ago
- HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs☆43Updated 3 years ago
- ☆16Updated last year
- ☆102Updated last year
- ☆21Updated 3 years ago
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆84Updated 8 months ago
- A tool based on python to parse C/C++ code into code property graph☆17Updated 3 years ago
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆135Updated last year