hazimhanif / svd_exp1
Software vulnerability detection using machine learning through source codes (Exp-1). Replication of https://arxiv.org/abs/1807.04320.
☆46Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for svd_exp1
- A deep learning-based vulnerability detection framework☆74Updated 8 months ago
- ☆76Updated 3 years ago
- Labeled vulnerable functions statistics analysis and neural network training☆25Updated 5 years ago
- FUNDED is a novel learning framework for building vulnerability detection models.☆127Updated 11 months ago
- VulnerabilityDetectionResearch☆76Updated 2 years ago
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆89Updated 2 years ago
- ☆41Updated 5 years ago
- Maximal Divergence Sequential Autoencoder for Binary Software Vulnerability Detection☆19Updated 5 years ago
- ☆66Updated last year
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆69Updated 2 years ago
- Vulnerability Discovery with Function Representation Learning from Unlabeled Projects☆37Updated 6 years ago
- ☆88Updated 3 weeks ago
- VulDeePecker algorithm implemented in Python☆105Updated 5 years ago
- Simplified Source Code Pre-Training for Vulnerability Detection☆76Updated 5 months ago
- vulnerability detection in python source code with LSTM networks☆118Updated 4 years ago
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆14Updated 11 months ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆56Updated 8 months ago
- A transformer-based VS Code extension that enables one to discover vulnerabilities in Java files.☆11Updated last year
- ☆21Updated 3 years ago
- A static-analysis tool to detect C/C++ vulnerabilities based on graph comparison☆26Updated 3 years ago
- ☆35Updated 2 years ago
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆41Updated last year
- Cross-Project Transfer Representation Learning for Vulnerable Function Discovery☆34Updated 5 years ago
- CD-VulD based on DR and TL☆7Updated 6 years ago
- Vul4J: A Dataset of Reproducible Java Vulnerabilities☆67Updated 2 months ago
- A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries☆242Updated 3 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)…☆82Updated last year
- A Transformer-based Line-Level Vulnerability Prediction☆111Updated 3 months ago
- ☆9Updated last year