Sweetaroo / VulDetectBenchLinks
A Novel Benchmark evaluating the Deep Capability of Vulnerability Detection with Large Language Models
☆32Updated 8 months ago
Alternatives and similar repositories for VulDetectBench
Users that are interested in VulDetectBench are comparing it to the libraries listed below
Sorting:
- DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection (RAID 2023) https://surrealyz.github.io/…☆170Updated last year
- Repository for PrimeVul Vulnerability Detection Dataset☆206Updated last year
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆133Updated 11 months ago
- An implementation of the ACL 2024 Findings paper "Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tu…☆74Updated last month
- SecLLMHolmes is a generalized, fully automated, and scalable framework to systematically evaluate the performance (i.e., accuracy and rea…☆62Updated 7 months ago
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆95Updated last year
- A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries☆349Updated 4 years ago
- ☆125Updated last year
- [ICSE'24 Industry Challenge Track] Official implementation of "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆89Updated last year
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆83Updated 7 months ago
- CVEfixes: Automated Collection of Vulnerabilities and Their Fixes from Open-Source Software☆310Updated last year
- Finetuning large language models (LLMs) for vulnerability detection☆53Updated 8 months ago
- Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.☆68Updated last year
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆43Updated last year
- ☆80Updated 2 years ago
- For our ISSTA23 paper "How Effective are Neural Networks for Fixing Security Vulnerabilities?" by Yi Wu, Nan Jiang, Hung Viet Pham, Thiba…☆41Updated 2 years ago
- AIBugHunter: A Practical Tool for Predicting, Classifying and Repairing Software Vulnerabilities☆44Updated last year
- Vul4J: A Dataset of Reproducible Java Vulnerabilities☆114Updated 3 months ago
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆113Updated 3 years ago
- A Transformer-based Line-Level Vulnerability Prediction☆158Updated last year
- ☠️ Ground-truth dataset for vulnerability prediction (known research datasets and data sources included such as NVD, CVE Details and OSV)…☆101Updated 2 years ago
- ☆220Updated last year
- ☆46Updated 9 months ago
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆48Updated 2 years ago
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆74Updated 3 years ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆62Updated last year
- ☆31Updated last year
- Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks☆252Updated last year
- This is a benchmark for evaluating the vulnerability discovery ability of automated approaches including Large Language Models (LLMs), de…☆75Updated last year
- Simplified Source Code Pre-Training for Vulnerability Detection☆107Updated 3 weeks ago