epicosy / devign
Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks
☆213Updated last year
Alternatives and similar repositories for devign:
Users that are interested in devign are comparing it to the libraries listed below
- ☆199Updated 7 months ago
- ☆82Updated 4 years ago
- VulnerabilityDetectionResearch☆84Updated 3 years ago
- A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries☆283Updated 3 years ago
- FUNDED is a novel learning framework for building vulnerability detection models.☆129Updated last year
- ☆72Updated last year
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆95Updated 2 years ago
- ☆22Updated 2 years ago
- ☆95Updated 4 months ago
- A Transformer-based Line-Level Vulnerability Prediction☆130Updated 7 months ago
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆71Updated 2 years ago
- Labeled vulnerable functions statistics analysis and neural network training☆26Updated 5 years ago
- ☆44Updated 2 years ago
- Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.☆57Updated 6 months ago
- ☆24Updated 2 years ago
- [ICSE 2024 Industry Challenge Track] Official implementation of "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆55Updated 4 months ago
- VulDeePecker algorithm implemented in Python☆111Updated 5 years ago
- ☆22Updated 3 years ago
- ☆46Updated 6 years ago
- Revisiting Graph Neural Networks for Vulnerability Detection (ICSE 2022) (Pytorch)☆69Updated 3 years ago
- ☆11Updated last year
- ☆326Updated 4 months ago
- Maximal Divergence Sequential Autoencoder for Binary Software Vulnerability Detection☆21Updated 6 years ago
- This repository is to support contributions for tools and new data entries for the D2A dataset hosted in DAX☆66Updated 2 years ago
- The replication package of paper "Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks"☆22Updated last year
- SeqTrans: Automatic Vulnerability Fix via Sequence to Sequence Learning☆17Updated 3 years ago
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆64Updated 2 months ago
- A deep learning-based vulnerability detection framework☆75Updated last year
- ☆22Updated last year
- CD-VulD based on DR and TL☆8Updated 6 years ago