Zhaoyang-Chu / counterfactual-vulnerability-detectionLinks
This repository contains a PyTorch implementation of the ISSTA'24 paper "Graph Neural Networks for Vulnerability Detection: A Counterfactual Explanation".
☆32Updated 2 months ago
Alternatives and similar repositories for counterfactual-vulnerability-detection
Users that are interested in counterfactual-vulnerability-detection are comparing it to the libraries listed below
Sorting:
- Code for ICSE'24 Paper☆10Updated last year
- ☆75Updated 2 years ago
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆81Updated last year
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆73Updated 3 years ago
- ☆49Updated 2 years ago
- Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.☆67Updated 11 months ago
- Revisiting Graph Neural Networks for Vulnerability Detection (ICSE 2022) (Pytorch)☆72Updated 3 years ago
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆17Updated last year
- An implementation of the ACL 2024 Findings paper "Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tu…☆51Updated last year
- ☆85Updated 4 years ago
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆47Updated 2 years ago
- VulnerabilityDetectionResearch☆89Updated 3 years ago
- Meta-Path Based Attentional Graph Learning Model for Vulnerability Detection☆13Updated 2 years ago
- The replication package of paper "Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks"☆23Updated last year
- ☆213Updated last year
- ☆12Updated 2 years ago
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆110Updated 3 years ago
- The official repository for the paper "VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMs".☆13Updated last week
- CONCOCTION is an automated machine learning-based vulnerability detection framework that combines static source code information and dyna…☆30Updated last year
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆39Updated last year
- ☆13Updated 2 years ago
- Learning Program Semantics for Vulnerability Detection via Vulnerability-specific Inter-procedural Slicing☆13Updated 2 years ago
- ☆12Updated last year
- A Transformer-based Line-Level Vulnerability Prediction☆144Updated last year
- ☆22Updated 3 years ago
- Simplified Source Code Pre-Training for Vulnerability Detection☆102Updated last year
- ☆15Updated 2 years ago
- ☆14Updated last year
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆79Updated 3 months ago
- ☆27Updated 2 years ago