lin-tan / llm-vulLinks
For our ISSTA23 paper "How Effective are Neural Networks for Fixing Security Vulnerabilities?" by Yi Wu, Nan Jiang, Hung Viet Pham, Thibaud Lutellier, Jordan Davis, Lin Tan, Petr Babkin, and Sameena Shah.
☆39Updated last year
Alternatives and similar repositories for llm-vul
Users that are interested in llm-vul are comparing it to the libraries listed below
Sorting:
- Repository for PrimeVul Vulnerability Detection Dataset☆182Updated 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
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆41Updated last year
- Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.☆67Updated last year
- For our ICSE21 paper "CURE: Code-Aware Neural Machine Translation for Automatic Program Repair" by Nan Jiang, Thibaud Lutellier, and Lin …☆55Updated 2 years ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆63Updated last year
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆81Updated 4 months ago
- [ICSE 2024 Industry Challenge Track] Official implementation of "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆77Updated 10 months ago
- ☆15Updated 2 years ago
- A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries☆331Updated 4 years ago
- ☆49Updated 2 years ago
- Vul4J: A Dataset of Reproducible Java Vulnerabilities☆99Updated last month
- A Transformer-based Line-Level Vulnerability Prediction☆147Updated last year
- ☆17Updated 4 months ago
- [2023 TDSC] Pre-trained Model-based Automated Software Vulnerability Repair: How Far are We?☆25Updated 2 years ago
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆72Updated 3 years ago
- ☠️ Ground-truth dataset for vulnerability prediction (known research datasets and data sources included such as NVD, CVE Details and OSV)…☆96Updated 2 years ago
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆85Updated last year
- SeqTrans: Automatic Vulnerability Fix via Sequence to Sequence Learning☆16Updated 3 years ago
- Vision Transformer-Inspired Automated Vulnerability Repair☆19Updated 4 months ago
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆110Updated 3 years ago
- ☆216Updated last year
- VulnerabilityDetectionResearch☆90Updated 3 years ago
- ☆76Updated 2 years ago
- ☆11Updated last year
- Finetuning large language models (LLMs) for vulnerability detection☆51Updated 6 months ago
- DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection (RAID 2023) https://surrealyz.github.io/…☆160Updated 11 months ago
- 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
- ☆14Updated 2 years ago
- The replication package of paper "Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks"☆24Updated last year