DanielLin1986 / function_representation_learning
Vulnerability Discovery with Function Representation Learning from Unlabeled Projects
☆36Updated 6 years ago
Related projects: ⓘ
- A deep learning-based vulnerability detection framework☆72Updated 6 months ago
- Data-Driven Software Vulnerability Discovery (SVD)☆13Updated 4 years ago
- Cross-Project Transfer Representation Learning for Vulnerable Function Discovery☆34Updated 5 years ago
- ☆84Updated 10 months ago
- Maximal Divergence Sequential Autoencoder for Binary Software Vulnerability Detection☆19Updated 5 years ago
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆82Updated 2 years ago
- ☆41Updated 5 years ago
- VulnerabilityDetectionResearch☆71Updated 2 years ago
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆40Updated last year
- ☆75Updated 3 years ago
- Labeled vulnerable functions statistics analysis and neural network training☆24Updated 5 years ago
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆64Updated 2 years ago
- A static-analysis tool to detect C/C++ vulnerabilities based on graph comparison☆24Updated 3 years ago
- ☆22Updated 2 years ago
- HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs☆38Updated last year
- ☆62Updated last year
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆54Updated 6 months ago
- The replication package of paper "Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks"☆13Updated 8 months ago
- FUNDED is a novel learning framework for building vulnerability detection models.☆121Updated 9 months ago
- This repository is to support contributions for tools and new data entries for the D2A dataset hosted in DAX☆60Updated 2 years ago
- Cyber Code Intelligence (CyberCI)☆14Updated 3 years ago
- ☠️ Ground-truth dataset for vulnerability prediction (known research datasets and data sources included such as NVD, CVE Details and OSV)…☆80Updated last year
- Simplified Source Code Pre-Training for Vulnerability Detection☆71Updated 3 months ago
- CD-VulD based on DR and TL☆7Updated 6 years ago
- ☆22Updated 10 months ago
- ☆20Updated 2 years ago
- ☆21Updated 3 weeks ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆31Updated 2 years ago
- VulDeePecker algorithm implemented in Python☆103Updated 5 years ago
- holding data and processing code for the paper 'A Large-Scale Empirical Study on Vulnerability Distribution within Projects and the Lesso…☆20Updated 4 years ago