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

• hazimhanif / svd_exp1
  Software vulnerability detection using machine learning through source codes (Exp-1). Replication of https://arxiv.org/abs/1807.04320.
  ☆50Updated 3 years ago
• nguyenlab / DGCNN
  ☆32Updated 6 years ago
• feiwww / GHPR_dataset
  Github defect dataset for software defect prediction
  ☆41Updated 4 years ago
• klainfo / NASADefectDataset
  NASA Cleaned Defect Datasets
  ☆66Updated 9 years ago
• Ghunemi / Software-defect-prediction-CNN-and-RNN
  Software defect prediction (predicting logical errors in source code files) using recurrent neural network and convolutional neural netwo…
  ☆12Updated 4 years ago
• wannch / VDoTR
  Code for the paper(VDoTR: Vulnerability Detection Based on Tensor Representation \\of Comprehensive Code Graphs)
  ☆16Updated 2 years ago
• feiwww / PROMISE-backup
  PRIMISE dataset for sofware defect prediction
  ☆51Updated 5 years ago
• yz1019117968 / ICPC-21-MMTrans
  Source Code for "A multi-modal transformer-based code summarization approach for smart contracts"
  ☆27Updated 4 years ago
• quyutest / node2defect
  Supplementary code and data of the paper Evaluating network embedding techniques' performances in software bug prediction
  ☆11Updated 4 years ago
• awsm-research / DeepLineDP
  ☆35Updated 3 years ago
• awsm-research / PyExplainer
  PyExplainer: A Local Rule-Based Model-Agnostic Technique (Explainable AI)
  ☆30Updated last year
• jun-zeng / Tailor
  Learning graph-based code representations for source-level functional similarity detection. ICSE'23
  ☆53Updated 2 years ago
• EmilReinert / DeepLearningPipelines
  Experimental Deep Learning for Code Generation Processes
  ☆13Updated 6 years ago
• DanielLin1986 / Function-level-Vulnerability-Detection
  A deep learning-based vulnerability detection framework
  ☆76Updated last year
• lhmtriet / DeepCVA
  Reproduction package of the paper "DeepCVA: Automated Commit-level Vulnerability Assessment with Deep Multi-task Learning" in Automated S…
  ☆20Updated 2 years ago
• CGCL-codes / VulCNN
  ☆76Updated 2 years ago
• SinghJasmeet585 / Software-Defect-Prediction
  ☆29Updated 4 years ago
• bharlow058 / AEEEM-and-other-SDP-datasets
  ☆18Updated 6 years ago
• Messi-Q / GNNSCVulDetector
  Smart Contract Vulnerability Detection Using Graph Neural Networks (IJCAI-20 Accepted)
  ☆141Updated 2 years ago
• fengjunhui / ProgramAnalysis-GGNN
  Design and Implementation of Program Semantic Analysis System Based on Deep Learning and Data Flow Graph [GGNN]
  ☆12Updated 6 years ago
• Messi-Q / Cross-Modality-Bug-Detection
  Cross-Modality Mutual Learning for Smart Contract Vulnerability Detection
  ☆32Updated 2 years ago
• leontsui1987 / VulDetector
  A static-analysis tool to detect C/C++ vulnerabilities based on graph comparison
  ☆27Updated 4 years ago
• dythebs / software_defect_prediction_textcnn
  软件缺陷预测 文本分类 抽象语法树 software defect prediction abstract syntax tree textcnn
  ☆34Updated 7 years ago
• shangqing-liu / GraphSearchNet
  This repo is the implementation of the paper "GraphSearchNet: Enhancing GNNs via Capturing Global Dependency for Semantic Code Search". W…
  ☆32Updated 2 years ago
• toolstemp / IAcontract
  ☆14Updated 3 years ago
• awsm-research / line-level-defect-prediction
  ☆21Updated 5 years ago
• Messi-Q / GraphDeeSmartContract
  Smart contract vulnerability detection using graph neural network (DR-GCN).
  ☆152Updated 2 years ago
• jacobwwh / graphmatch_clone
  Code and data for paper "Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree".
  ☆67Updated 3 years ago
• Messi-Q / GPSCVulDetector
  Combining Graph Neural Networks with Expert Knowledge for Smart Contract Vulnerability Detection (TKDE Accepted)
  ☆119Updated 2 years ago
• Emily-zcy / CGCN
  ☆12Updated 2 years ago