PrudhviGNV / AI-models-for-bug-predictionLinks
A repository for code risk analysis, bug prediction, software fault detection, software vulnerability detection, Quality analysis.
☆19Updated 4 years ago
Alternatives and similar repositories for AI-models-for-bug-prediction
Users that are interested in AI-models-for-bug-prediction are comparing it to the libraries listed below
Sorting:
- Software vulnerability detection using machine learning through source codes (Exp-1). Replication of https://arxiv.org/abs/1807.04320.☆51Updated 4 years ago
- Software defect prediction (predicting logical errors in source code files) using recurrent neural network and convolutional neural netwo…☆12Updated 5 years ago
- PRIMISE dataset for sofware defect prediction☆54Updated 5 years ago
- A tool for Software Defect Prediction☆12Updated 4 years ago
- software defect prediction☆11Updated 3 years ago
- Experimental Deep Learning for Code Generation Processes☆13Updated 6 years ago
- Github defect dataset for software defect prediction☆40Updated 4 years ago
- A deep learning-based vulnerability detection framework☆76Updated last year
- Supplementary code and data of the paper Evaluating network embedding techniques' performances in software bug prediction☆11Updated 4 years ago
- ☆22Updated 5 years ago
- ☆80Updated 2 years ago
- ☆32Updated 6 years ago
- ☆240Updated last year
- predicting the buggy source files from the bug reports.☆28Updated 2 years ago
- VulnerabilityDetectionResearch☆94Updated 3 years ago
- Revisiting Graph Neural Networks for Vulnerability Detection (ICSE 2022) (Pytorch)☆79Updated 3 years ago
- ☆222Updated last year
- This repo is the implementation of the paper "GraphSearchNet: Enhancing GNNs via Capturing Global Dependency for Semantic Code Search". W…☆32Updated 3 years ago
- ☆11Updated 2 years ago
- Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks☆253Updated last year
- 软件缺陷预测 文本分类 抽象语法树 software defect prediction abstract syntax tree textcnn☆33Updated 7 years ago
- Source Code for "A multi-modal transformer-based code summarization approach for smart contracts"☆27Updated 4 years ago
- ☆29Updated 5 years ago
- ☆36Updated 4 years ago
- vulnerability detection in python source code with LSTM networks☆151Updated 5 years ago
- Source code of the paper "Leveraging textual properties of bug reports to localize relevant source files."☆26Updated last year
- Functional clone detection(currently maintained version)☆34Updated 3 years ago
- Reproduction package of the paper "DeepCVA: Automated Commit-level Vulnerability Assessment with Deep Multi-task Learning" in Automated S…☆20Updated 2 years ago
- VulDeePecker algorithm implemented in Python☆113Updated 6 years ago
- EL-CodeBert: Better Exploiting CodeBert to Support Source Code-Related Classification Tasks☆14Updated 3 years ago