ICL-ml4csec / VulBERTaLinks
Simplified Source Code Pre-Training for Vulnerability Detection
☆101Updated last year
Alternatives and similar repositories for VulBERTa
Users that are interested in VulBERTa are comparing it to the libraries listed below
Sorting:
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆73Updated 3 years ago
- ☆75Updated 2 years ago
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆110Updated 2 years ago
- VulnerabilityDetectionResearch☆89Updated 3 years ago
- ☆101Updated 9 months ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆63Updated last year
- FUNDED is a novel learning framework for building vulnerability detection models.☆130Updated last year
- A deep learning-based vulnerability detection framework☆76Updated last year
- ☆211Updated last year
- ☆85Updated 4 years ago
- ☆22Updated 3 years ago
- ☠️ Ground-truth dataset for vulnerability prediction (known research datasets and data sources included such as NVD, CVE Details and OSV)…☆93Updated last year
- A Transformer-based Line-Level Vulnerability Prediction☆142Updated last year
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆78Updated last year
- This repository is to support contributions for tools and new data entries for the D2A dataset hosted in DAX☆74Updated 3 years ago
- ☆49Updated 2 years ago
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆46Updated last year
- A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries☆315Updated 4 years ago
- Vulnerability Discovery with Function Representation Learning from Unlabeled Projects☆38Updated 7 years ago
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆17Updated last year
- Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks☆230Updated last year
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆78Updated 2 months ago
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆39Updated last year
- A static-analysis tool to detect C/C++ vulnerabilities based on graph comparison☆28Updated 4 years ago
- The replication package of paper "Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks"☆23Updated last year
- ☆22Updated 3 years ago
- Labeled vulnerable functions statistics analysis and neural network training☆26Updated 6 years ago
- Repository for PrimeVul Vulnerability Detection Dataset☆166Updated 11 months ago
- Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.☆66Updated 10 months ago
- [ICSE 2024 Industry Challenge Track] Official implementation of "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆71Updated 8 months ago