Sweetaroo / VulDetectBench
A Novel Benchmark evaluating the Deep Capability of Vulnerability Detection with Large Language Models
☆24Updated 6 months ago
Alternatives and similar repositories for VulDetectBench:
Users that are interested in VulDetectBench are comparing it to the libraries listed below
- Repository for PrimeVul Vulnerability Detection Dataset☆124Updated 6 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
- This repository contains a PyTorch implementation of the ISSTA'24 paper "Graph Neural Networks for Vulnerability Detection: A Counterfact…☆31Updated 3 months ago
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆64Updated 2 months ago
- [ICSE 2024 Industry Challenge Track] Official implementation of "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆55Updated 4 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
- ☠️ Ground-truth dataset for vulnerability prediction (known research datasets and data sources included such as NVD, CVE Details and OSV)…☆88Updated last year
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆103Updated 2 years ago
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆65Updated 11 months ago
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆74Updated last week
- ☆72Updated 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
- Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.☆57Updated 6 months ago
- DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection (RAID 2023) https://surrealyz.github.io/…☆133Updated 5 months ago
- An implementation of the ACL 2024 Findings paper "Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tu…☆31Updated 9 months ago
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆32Updated last year
- ☆44Updated 2 years ago
- ☆82Updated 4 years ago
- A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries☆283Updated 4 years ago
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆71Updated 2 years ago
- Finetuning large language models (LLMs) for vulnerability detection☆42Updated 7 months ago
- ☆22Updated 3 years ago
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆16Updated last year
- ☆17Updated last year
- Vul4J: A Dataset of Reproducible Java Vulnerabilities☆77Updated last month
- This repository is to support contributions for tools and new data entries for the D2A dataset hosted in DAX☆66Updated 2 years ago
- ☆103Updated 8 months 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
- ☆199Updated 8 months ago
- A deep learning-based vulnerability detection framework☆75Updated last year