DanielLin1986 / function_representation_learningLinks
Vulnerability Discovery with Function Representation Learning from Unlabeled Projects
☆38Updated 7 years ago
Alternatives and similar repositories for function_representation_learning
Users that are interested in function_representation_learning are comparing it to the libraries listed below
Sorting:
- ☆102Updated 11 months ago
- A deep learning-based vulnerability detection framework☆76Updated last year
- Maximal Divergence Sequential Autoencoder for Binary Software Vulnerability Detection☆21Updated 6 years ago
- Cross-Project Transfer Representation Learning for Vulnerable Function Discovery☆35Updated 6 years ago
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆110Updated 3 years ago
- ☆21Updated 3 years ago
- VulnerabilityDetectionResearch☆90Updated 3 years ago
- ☆85Updated 4 years ago
- FUNDED is a novel learning framework for building vulnerability detection models.☆129Updated last year
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆72Updated 3 years ago
- VulDeePecker algorithm implemented in Python☆113Updated 6 years ago
- ☆46Updated 6 years ago
- Data-Driven Software Vulnerability Discovery (SVD)☆13Updated 5 years ago
- HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs☆43Updated 2 years ago
- ☆24Updated last year
- ☆76Updated 2 years 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
- A static-analysis tool to detect C/C++ vulnerabilities based on graph comparison☆27Updated 4 years ago
- This repository is to support contributions for tools and new data entries for the D2A dataset hosted in DAX☆74Updated 3 years ago
- ☆216Updated last year
- Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks☆236Updated last year
- Simplified Source Code Pre-Training for Vulnerability Detection☆105Updated last year
- A Transformer-based Line-Level Vulnerability Prediction☆147Updated last year
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆63Updated last year
- ☆138Updated 7 years ago
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆17Updated last year
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆41Updated last year
- ☆50Updated 4 years ago
- Labeled vulnerable functions statistics analysis and neural network training☆28Updated 6 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