rmusab / vul-llm-finetuneLinks
Finetuning large language models (LLMs) for vulnerability detection
☆50Updated 4 months ago
Alternatives and similar repositories for vul-llm-finetune
Users that are interested in vul-llm-finetune are comparing it to the libraries listed below
Sorting:
- Repository for PrimeVul Vulnerability Detection Dataset☆168Updated 11 months ago
- ☆38Updated 5 months ago
- For our ISSTA23 paper "How Effective are Neural Networks for Fixing Security Vulnerabilities?" by Yi Wu, Nan Jiang, Hung Viet Pham, Thiba…☆39Updated last year
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆80Updated last year
- This is a benchmark for evaluating the vulnerability discovery ability of automated approaches including Large Language Models (LLMs), de…☆70Updated 9 months ago
- DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection (RAID 2023) https://surrealyz.github.io/…☆153Updated 10 months ago
- A Transformer-based Line-Level Vulnerability Prediction☆143Updated 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
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆79Updated 3 months ago
- A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries☆319Updated 4 years ago
- [ICSE 2024 Industry Challenge Track] Official implementation of "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆72Updated 8 months ago
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆39Updated last year
- An implementation of the ACL 2024 Findings paper "Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tu…☆50Updated last year
- Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.☆68Updated 10 months ago
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆17Updated 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
- Simplified Source Code Pre-Training for Vulnerability Detection☆101Updated last year
- ☆13Updated last year
- CVEfixes: Automated Collection of Vulnerabilities and Their Fixes from Open-Source Software☆267Updated last year
- ☆75Updated 2 years ago
- SecLLMHolmes is a generalized, fully automated, and scalable framework to systematically evaluate the performance (i.e., accuracy and rea…☆57Updated 3 months ago
- A Novel Benchmark evaluating the Deep Capability of Vulnerability Detection with Large Language Models☆26Updated 3 months ago
- AIBugHunter: A Practical Tool for Predicting, Classifying and Repairing Software Vulnerabilities☆44Updated last year
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆73Updated 3 years ago
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆114Updated 7 months ago
- CONCOCTION is an automated machine learning-based vulnerability detection framework that combines static source code information and dyna…☆30Updated last year
- ☆212Updated 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
- ☆49Updated 2 years ago
- The official repository for the paper "VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMs".☆12Updated this week