Yuremin / deep_learning_vulnerability_detectionLinks
A paper list of vulnerability detection using deep learning (updating)
☆13Updated last year
Alternatives and similar repositories for deep_learning_vulnerability_detection
Users that are interested in deep_learning_vulnerability_detection are comparing it to the libraries listed below
Sorting:
- ☆88Updated 4 years ago
- ☆80Updated 2 years ago
- FIRE: Combining Multi-Stage Filtering with Taint Analysis for Scalable Recurring Vulnerability Detection.☆15Updated last year
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆114Updated 3 years ago
- FUNDED is a novel learning framework for building vulnerability detection models.☆129Updated 2 years ago
- VulnerabilityDetectionResearch☆94Updated 3 years ago
- ☆28Updated 3 years ago
- Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks☆253Updated 2 years ago
- ☆222Updated last year
- The replication package of paper "Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks"☆27Updated 2 years ago
- A Transformer-based Line-Level Vulnerability Prediction☆159Updated last year
- ☆102Updated last year
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆95Updated last year
- Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.☆71Updated last year
- ☆53Updated 3 years ago
- A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries☆352Updated 4 years ago
- A static-analysis tool to detect C/C++ vulnerabilities based on graph comparison☆28Updated 4 years ago
- A deep learning-based vulnerability detection framework☆76Updated last year
- ☆21Updated 3 years ago
- ☆47Updated 10 months ago
- [ICSE'24 Industry Challenge Track] "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆90Updated last year
- Code for ICSE'24 Paper☆13Updated last year
- This is a benchmark for evaluating the vulnerability discovery ability of automated approaches including Large Language Models (LLMs), de…☆75Updated last year
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆19Updated 2 years ago
- Learning Program Semantics for Vulnerability Detection via Vulnerability-specific Inter-procedural Slicing☆14Updated 2 years ago
- ☆21Updated last year
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆43Updated 2 years ago
- An implementation of the ACL 2024 Findings paper "Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tu…☆74Updated 2 months ago
- This repository is to support contributions for tools and new data entries for the D2A dataset hosted in DAX☆73Updated 3 years ago
- Vulnerability Discovery with Function Representation Learning from Unlabeled Projects☆38Updated 7 years ago