ISU-PAAL / DeepDFALinks
Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.
☆67Updated last year
Alternatives and similar repositories for DeepDFA
Users that are interested in DeepDFA are comparing it to the libraries listed below
Sorting:
- ☆50Updated 2 years ago
- A Transformer-based Line-Level Vulnerability Prediction☆150Updated last year
- ☆219Updated last year
- Code for ICSE'24 Paper☆11Updated last year
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆91Updated last year
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆111Updated 3 years ago
- ☆85Updated 4 years ago
- VulnerabilityDetectionResearch☆91Updated 3 years ago
- [ICSE 2024 Industry Challenge Track] Official implementation of "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆88Updated 11 months ago
- Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks☆244Updated last year
- ☆15Updated 2 years ago
- The replication package of paper "Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks"☆25Updated last year
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆18Updated 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
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆73Updated 3 years ago
- Repository for PrimeVul Vulnerability Detection Dataset☆195Updated last year
- ☆19Updated last year
- Learning Program Semantics for Vulnerability Detection via Vulnerability-specific Inter-procedural Slicing☆14Updated 2 years ago
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆43Updated last year
- ☆77Updated 2 years ago
- ☆13Updated last year
- A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries☆346Updated 4 years ago
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆81Updated 6 months ago
- ☆21Updated 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
- For our ISSTA23 paper "How Effective are Neural Networks for Fixing Security Vulnerabilities?" by Yi Wu, Nan Jiang, Hung Viet Pham, Thiba…☆40Updated 2 years ago
- ☆24Updated 2 years ago
- An implementation of the ACL 2024 Findings paper "Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tu…☆74Updated 2 weeks ago
- FUNDED is a novel learning framework for building vulnerability detection models.☆129Updated last year
- CONCOCTION is an automated machine learning-based vulnerability detection framework that combines static source code information and dyna…☆29Updated last year