nguyenlab / DGCNN
☆32Updated 6 years ago
Alternatives and similar repositories for DGCNN:
Users that are interested in DGCNN are comparing it to the libraries listed below
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆35Updated 2 years ago
- Supplementary code and data of the paper Evaluating network embedding techniques' performances in software bug prediction☆10Updated 3 years ago
- Vulnerability Discovery with Function Representation Learning from Unlabeled Projects☆37Updated 6 years ago
- ☆27Updated 4 years ago
- Design and Implementation of Program Semantic Analysis System Based on Deep Learning and Data Flow Graph [GGNN]☆12Updated 6 years ago
- Software defect prediction (predicting logical errors in source code files) using recurrent neural network and convolutional neural netwo…☆12Updated 4 years ago
- Revisiting Graph Neural Networks for Vulnerability Detection (ICSE 2022) (Pytorch)☆68Updated 2 years ago
- To learn function representations from multi-domain knowledge bases for software vulnerability detection.☆15Updated 4 years ago
- A Survey of Deep Learning Models for Structural Code Understanding☆20Updated 2 years ago
- ☆45Updated 6 years ago
- ☆80Updated 4 years ago
- ☆16Updated 2 years ago
- Reproduce the results of Tree-based Convolutional Neural Network (TBCNN)☆38Updated last year
- Code and data for paper "Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree".☆65Updated 3 years ago
- BGNN4VD: Constructing Bidirectional Graph Neural-Network for Vulnerability Detection☆9Updated 4 years ago
- ☆29Updated 4 years ago
- Maximal Divergence Sequential Autoencoder for Binary Software Vulnerability Detection☆21Updated 5 years ago
- Experimental Deep Learning for Code Generation Processes☆13Updated 6 years ago
- CFG based program similarity using Graph Neural Networks☆35Updated last year
- A deep learning-based vulnerability detection framework☆74Updated 11 months ago
- VulDeePecker algorithm implemented in Python☆110Updated 5 years ago
- Deep learning code semantic similarity☆60Updated 5 years ago
- CodeBERT☆9Updated 3 years ago
- ☆71Updated last year
- Turn Tree into Graph: Automatic Code Review via Simplified AST Driven Graph Convolutional Network☆12Updated 2 years ago
- Learning graph-based code representations for source-level functional similarity detection. ICSE'23☆49Updated last year
- ☆33Updated 2 years ago
- ☆45Updated 2 years ago
- Code for the paper(VDoTR: Vulnerability Detection Based on Tensor Representation \\of Comprehensive Code Graphs)☆15Updated last year
- ☆28Updated 3 years ago