SakiRinn / LLM4CVD
Investigating Large Language Models for Code Vulnerability Detection: An Experimental Study
☆28Updated last week
Alternatives and similar repositories for LLM4CVD:
Users that are interested in LLM4CVD are comparing it to the libraries listed below
- An implementation of the ACL 2024 Findings paper "Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tu…☆34Updated 9 months ago
- A Novel Benchmark evaluating the Deep Capability of Vulnerability Detection with Large Language Models☆24Updated 7 months ago
- This is a benchmark for evaluating the vulnerability discovery ability of automated approaches including Large Language Models (LLMs), de…☆67Updated 4 months ago
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆68Updated 11 months ago
- ☆29Updated 3 weeks ago
- ☆44Updated 2 years ago
- Awesome Large Language Models for Vulnerability Detection☆54Updated this week
- ☆72Updated 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
- ☆11Updated 10 months ago
- SecLLMHolmes is a generalized, fully automated, and scalable framework to systematically evaluate the performance (i.e., accuracy and rea…☆53Updated 4 months ago
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆64Updated 2 months 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
- AIBugHunter: A Practical Tool for Predicting, Classifying and Repairing Software Vulnerabilities☆39Updated 11 months ago
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆103Updated 2 years ago
- [ICSE 2024 Industry Challenge Track] Official implementation of "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆55Updated 4 months ago
- 基于图神经网络的切片级漏洞检测及解释方法☆46Updated 5 months ago
- A manually vetted dataset for security vulnerability detection in Java projects☆44Updated last month
- Repository for PrimeVul Vulnerability Detection Dataset☆126Updated 6 months ago
- ☆26Updated 6 months ago
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆32Updated last year
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆71Updated 2 years ago
- ☆83Updated 4 years ago
- Finetuning large language models (LLMs) for vulnerability detection☆42Updated 7 months ago
- ☠️ Ground-truth dataset for vulnerability prediction (known research datasets and data sources included such as NVD, CVE Details and OSV)…☆88Updated last year
- FIRE: Combining Multi-Stage Filtering with Taint Analysis for Scalable Recurring Vulnerability Detection.☆12Updated 6 months ago
- A paper list of vulnerability detection using deep learning (updating)☆13Updated 11 months ago
- ☆10Updated 2 years ago
- FUNDED is a novel learning framework for building vulnerability detection models.☆128Updated last year