ICL-ml4csec / VulBERTaLinks
Simplified Source Code Pre-Training for Vulnerability Detection
☆104Updated 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)☆72Updated 3 years ago
- VulnerabilityDetectionResearch☆89Updated 3 years ago
- ☆102Updated 10 months ago
- ☠️ Ground-truth dataset for vulnerability prediction (known research datasets and data sources included such as NVD, CVE Details and OSV)…☆96Updated 2 years ago
- ☆76Updated 2 years ago
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆110Updated 3 years ago
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆80Updated 4 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
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆40Updated last year
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆82Updated last year
- A Transformer-based Line-Level Vulnerability Prediction☆145Updated last year
- ☆85Updated 4 years ago
- Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks☆236Updated 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
- A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries☆325Updated 4 years ago
- A deep learning-based vulnerability detection framework☆76Updated last year
- ☆215Updated last year
- FUNDED is a novel learning framework for building vulnerability detection models.☆130Updated last year
- ☆21Updated 3 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
- 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…☆52Updated last year
- DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection (RAID 2023) https://surrealyz.github.io/…☆154Updated 10 months ago
- A static-analysis tool to detect C/C++ vulnerabilities based on graph comparison☆28Updated 4 years ago
- ☆49Updated 2 years ago
- Vulnerability Discovery with Function Representation Learning from Unlabeled Projects☆38Updated 7 years ago
- VulDeePecker algorithm implemented in Python☆114Updated 6 years ago
- HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs☆43Updated 2 years ago
- Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.☆67Updated 11 months ago
- ☆340Updated 10 months ago