CGCL-codes / VulLLMLinks
An implementation of the ACL 2024 Findings paper "Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning".
☆53Updated last year
Alternatives and similar repositories for VulLLM
Users that are interested in VulLLM are comparing it to the libraries listed below
Sorting:
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆85Updated last year
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆72Updated 3 years ago
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆122Updated 8 months ago
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆17Updated last year
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆41Updated last year
- Repository for PrimeVul Vulnerability Detection Dataset☆182Updated last year
- 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
- Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.☆67Updated last year
- DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection (RAID 2023) https://surrealyz.github.io/…☆160Updated 11 months ago
- SecLLMHolmes is a generalized, fully automated, and scalable framework to systematically evaluate the performance (i.e., accuracy and rea…☆57Updated 5 months ago
- ☆40Updated 6 months ago
- AIBugHunter: A Practical Tool for Predicting, Classifying and Repairing Software Vulnerabilities☆44Updated last year
- ☆76Updated 2 years ago
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆81Updated 4 months ago
- Simplified Source Code Pre-Training for Vulnerability Detection☆105Updated last year
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆110Updated 3 years ago
- The official repository for the paper "VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMs".☆15Updated last month
- [ICSE 2024 Industry Challenge Track] Official implementation of "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆77Updated 10 months ago
- ☆49Updated 2 years ago
- A Transformer-based Line-Level Vulnerability Prediction☆147Updated last year
- A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries☆331Updated 4 years ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆63Updated last year
- The replication package of paper "Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks"☆24Updated last year
- Finetuning large language models (LLMs) for vulnerability detection☆51Updated 6 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
- ☆216Updated 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
- FUNDED is a novel learning framework for building vulnerability detection models.☆129Updated last year
- This repository contains a PyTorch implementation of the ISSTA'24 paper "Graph Neural Networks for Vulnerability Detection: A Counterfact…☆32Updated 4 months ago
- ☆85Updated 4 years ago