Zhaoyang-Chu / counterfactual-vulnerability-detectionView external linksLinks
This repository contains a PyTorch implementation of the ISSTA'24 paper "Graph Neural Networks for Vulnerability Detection: A Counterfactual Explanation".
☆33Jun 6, 2025Updated 8 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:
- A tool based on python to parse C/C++ code into code property graph☆17Nov 4, 2022Updated 3 years ago
- Code for ICSE'24 Paper☆14Apr 21, 2024Updated last year
- Learning Program Semantics for Vulnerability Detection via Vulnerability-specific Inter-procedural Slicing☆14Aug 21, 2023Updated 2 years ago
- Code for the paper(VDoTR: Vulnerability Detection Based on Tensor Representation \\of Comprehensive Code Graphs)☆17Apr 23, 2023Updated 2 years ago
- CONCOCTION is an automated machine learning-based vulnerability detection framework that combines static source code information and dyna…☆28Aug 18, 2024Updated last year
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆95Apr 21, 2024Updated last year
- Data for LLM4Vuln☆14Jan 28, 2024Updated 2 years ago
- [ASE'23] When Less is Enough: Positive-Unlabeled Learning Model for Vulnerability Detection☆16Jan 12, 2024Updated 2 years ago
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆19Nov 24, 2023Updated 2 years ago
- The replication package of paper "Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks"☆27Jan 3, 2024Updated 2 years ago
- VulnerabilityDetectionResearch☆93Mar 22, 2022Updated 3 years ago
- FUNDED is a novel learning framework for building vulnerability detection models.☆129Dec 6, 2023Updated 2 years ago
- ☆25Feb 6, 2024Updated 2 years ago
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆115Aug 9, 2022Updated 3 years ago
- LLAP is an LLVM-based tool for generating enriched program dependency graphs (ePDGs) from program source code that are suitable for use i…☆16May 17, 2023Updated 2 years ago
- ☆28Nov 7, 2022Updated 3 years ago
- ☆52Nov 19, 2022Updated 3 years ago
- Revisiting Graph Neural Networks for Vulnerability Detection (ICSE 2022) (Pytorch)☆82Mar 10, 2022Updated 3 years ago
- ☆15Jan 17, 2024Updated 2 years ago
- ☆82Jul 11, 2023Updated 2 years ago
- A transformer-based VS Code extension that enables one to discover vulnerabilities in Java files.☆11Dec 1, 2022Updated 3 years ago
- ☆14Mar 3, 2022Updated 3 years ago
- An implementation of the ACL 2024 Findings paper "Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tu…☆74Oct 29, 2025Updated 3 months ago
- ☆14Mar 1, 2023Updated 2 years ago
- NaturalCC: An Open-Source Toolkit for Code Intelligence☆313Feb 6, 2026Updated last week
- CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics☆20Jan 23, 2026Updated 3 weeks ago
- To learn function representations from multi-domain knowledge bases for software vulnerability detection.☆15Aug 15, 2020Updated 5 years ago
- A paper list of vulnerability detection using deep learning (updating)☆14Apr 26, 2024Updated last year
- A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries☆351Mar 25, 2021Updated 4 years ago
- ☆15Aug 27, 2022Updated 3 years ago
- This repository offers a detailed taxonomy of existing AI-driven security solutions tailored for DevSecOps, highlighting the current rese…☆19Jul 2, 2025Updated 7 months ago
- A Transformer-based Line-Level Vulnerability Prediction☆160Aug 5, 2024Updated last year
- Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.☆73Sep 24, 2024Updated last year
- ☆16Nov 20, 2022Updated 3 years ago
- EaTVul: ChatGPT-based Evasion Attack Against Software Vulnerability Detection☆18Jan 6, 2025Updated last year
- Repository for PrimeVul Vulnerability Detection Dataset☆219Sep 7, 2024Updated last year
- Python library for code analysis with CPG and Joern☆23Jun 23, 2023Updated 2 years ago
- Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks☆256Jan 19, 2024Updated 2 years ago
- Two-Level Collaborative Fuzzing for Python Runtimes☆19Nov 25, 2023Updated 2 years ago