Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.
☆75Sep 24, 2024Updated last year
Alternatives and similar repositories for DeepDFA
Users that are interested in DeepDFA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆22Mar 21, 2024Updated 2 years ago
- Code for ICSE'24 Paper☆14Apr 21, 2024Updated 2 years ago
- ☆56Nov 19, 2022Updated 3 years ago
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆100Apr 21, 2024Updated 2 years ago
- Learning Program Semantics for Vulnerability Detection via Vulnerability-specific Inter-procedural Slicing☆14Aug 21, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆13May 28, 2023Updated 2 years ago
- ☆228Jul 25, 2024Updated last year
- VulnerabilityDetectionResearch☆94Mar 22, 2022Updated 4 years ago
- ☆16Nov 20, 2022Updated 3 years ago
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆19Nov 24, 2023Updated 2 years ago
- An implementation of the ACL 2024 Findings paper "Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tu…☆78Oct 29, 2025Updated 6 months ago
- DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection (RAID 2023) https://surrealyz.github.io/…☆179Oct 23, 2024Updated last year
- Open-source repository for the ISSTA'23 paper "CONCORD: Clone-aware Contrastive Learning for Source Code"☆11Nov 10, 2023Updated 2 years ago
- The replication package of paper "Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks"☆28Jan 3, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- This repository contains a PyTorch implementation of the ISSTA'24 paper "Graph Neural Networks for Vulnerability Detection: A Counterfact…☆34Jun 6, 2025Updated 10 months ago
- ☆13Feb 29, 2024Updated 2 years ago
- ☆23Nov 10, 2023Updated 2 years ago
- Repository for PrimeVul Vulnerability Detection Dataset☆236Sep 7, 2024Updated last year
- ☆40Jan 27, 2024Updated 2 years ago
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆77Jun 24, 2022Updated 3 years ago
- Meta-Path Based Attentional Graph Learning Model for Vulnerability Detection☆15Dec 19, 2022Updated 3 years ago
- Simplified Source Code Pre-Training for Vulnerability Detection☆118Dec 4, 2025Updated 4 months ago
- ☆89Feb 1, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A Transformer-based Line-Level Vulnerability Prediction☆171Aug 5, 2024Updated last year
- CONCOCTION is an automated machine learning-based vulnerability detection framework that combines static source code information and dyna…☆27Aug 18, 2024Updated last year
- ☆22May 10, 2022Updated 3 years ago
- Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks☆258Jan 19, 2024Updated 2 years ago
- A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries☆364Mar 25, 2021Updated 5 years ago
- ☆16Jan 17, 2024Updated 2 years ago
- [ASE'23] When Less is Enough: Positive-Unlabeled Learning Model for Vulnerability Detection☆16Jan 12, 2024Updated 2 years ago
- Revisiting Graph Neural Networks for Vulnerability Detection (ICSE 2022) (Pytorch)☆84Mar 10, 2022Updated 4 years ago
- ☆351Oct 24, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A static-analysis tool to detect C/C++ vulnerabilities based on graph comparison☆29Feb 26, 2021Updated 5 years ago
- LLAP is an LLVM-based tool for generating enriched program dependency graphs (ePDGs) from program source code that are suitable for use i…☆16May 17, 2023Updated 2 years ago
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆42Dec 29, 2023Updated 2 years ago
- [ICSE'24 Industry Challenge Track] "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆103Nov 24, 2024Updated last year
- A deep learning model for localizing bugs in C/C++ source code (USENIX'23)☆160Jun 28, 2023Updated 2 years ago
- Multi-granularity vulnerability detection with a novel pre-trained code model☆19Dec 15, 2025Updated 4 months ago
- ☆16Aug 16, 2023Updated 2 years ago