KDEGroup / LLMVulnerabilityDetectionLinks
Resources for our ICSE'24 poster: Prompt-Enhanced Software Vulnerability Detection Using ChatGPT.
☆25Updated last year
Alternatives and similar repositories for LLMVulnerabilityDetection
Users that are interested in LLMVulnerabilityDetection are comparing it to the libraries listed below
Sorting:
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆44Updated last year
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆34Updated last year
- SecLLMHolmes is a generalized, fully automated, and scalable framework to systematically evaluate the performance (i.e., accuracy and rea…☆57Updated last month
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆86Updated 4 months ago
- TensorFlow API analysis tool and malicious model detection tool☆28Updated last week
- AIBugHunter: A Practical Tool for Predicting, Classifying and Repairing Software Vulnerabilities☆41Updated last year
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆78Updated 3 weeks ago
- An implementation of the ACL 2024 Findings paper "Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tu…☆46Updated 11 months ago
- ☆26Updated 8 months ago
- CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics☆13Updated 2 months ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆64Updated last year
- A manually vetted dataset for security vulnerability detection in Java projects☆53Updated last month
- This is a benchmark for evaluating the vulnerability discovery ability of automated approaches including Large Language Models (LLMs), de…☆68Updated 6 months ago
- Repository for "SecurityEval Dataset: Mining Vulnerability Examples to Evaluate Machine Learning-Based Code Generation Techniques" publis…☆71Updated last year
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆17Updated last year
- [ICSE 2024 Industry Challenge Track] Official implementation of "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆65Updated 6 months ago
- Vul4J: A Dataset of Reproducible Java Vulnerabilities☆89Updated 3 months ago
- Assisting Static Analysis with Large Language Models: A ChatGPT Experiment☆34Updated last year
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆75Updated last year
- A deep learning model for localizing bugs in C/C++ source code (USENIX'23)☆149Updated last year
- ☠️ Ground-truth dataset for vulnerability prediction (known research datasets and data sources included such as NVD, CVE Details and OSV)…☆93Updated last year
- ☆114Updated 10 months ago
- ☆35Updated 2 months ago
- A GPT-Based Fuzz Driver Generator☆46Updated last year
- This repository is to support contributions for tools and new data entries for the D2A dataset hosted in DAX☆72Updated 3 years ago
- ☆43Updated 8 months ago
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆73Updated 2 years ago
- Repository for PrimeVul Vulnerability Detection Dataset☆146Updated 8 months ago
- This is an evaluation set for the problem of directed/targeted test input generation. We use it to benchmark the ability of Large Languag…☆33Updated 2 months ago
- HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs☆43Updated 2 years ago