CGCL-codes / VulLLM
An implementation of the ACL 2024 Findings paper "Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning".
☆31Updated 9 months ago
Alternatives and similar repositories for VulLLM:
Users that are interested in VulLLM are comparing it to the libraries listed below
- ☆44Updated 2 years ago
- ☆10Updated 2 years ago
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆16Updated last year
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆44Updated last year
- ☆72Updated last year
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆64Updated 2 months ago
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆65Updated 11 months ago
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆32Updated last year
- This repository contains a PyTorch implementation of the ISSTA'24 paper "Graph Neural Networks for Vulnerability Detection: A Counterfact…☆31Updated 3 months ago
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆103Updated 2 years ago
- Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.☆57Updated 6 months ago
- ☆14Updated last year
- The replication package of paper "Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks"☆22Updated last year
- ☆33Updated 2 years ago
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆74Updated last week
- Repository for PrimeVul Vulnerability Detection Dataset☆124Updated 6 months ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆61Updated last year
- ☆12Updated 2 years ago
- ☆82Updated 4 years ago
- This is a benchmark for evaluating the vulnerability discovery ability of automated approaches including Large Language Models (LLMs), de…☆67Updated 4 months ago
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆71Updated 2 years ago
- ☆28Updated 2 weeks ago
- A tool based on python to parse C/C++ code into code property graph☆14Updated 2 years ago
- ☆22Updated 3 years ago
- For our ISSTA23 paper "How Effective are Neural Networks for Fixing Security Vulnerabilities?" by Yi Wu, Nan Jiang, Hung Viet Pham, Thiba…☆34Updated last year
- ☆24Updated 2 years ago
- Revisiting Graph Neural Networks for Vulnerability Detection (ICSE 2022) (Pytorch)☆69Updated 3 years ago
- A Transformer-based Line-Level Vulnerability Prediction☆130Updated 7 months ago
- ☆12Updated 2 years ago
- ☆11Updated last year