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
• 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
• Seahymn2019 / Function-level-Vulnerability-Dataset
  Labeled vulnerable functions statistics analysis and neural network training
  ☆26Updated 5 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
• vulnerabilitydetection / VulnerabilityDetectionResearch
  VulnerabilityDetectionResearch
  ☆86Updated 3 years ago
• CGCL-codes / VulCNN
  ☆74Updated last year
• saikat107 / Devign
  ☆83Updated 4 years ago
• jacknichao / JIT-Fine
  this is the repository for the paper titled "The Best of Both Worlds: Integrating Semantic Features with Expert Features for Defect Predi…
  ☆18Updated last year
• davidhin / linevd
  Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)
  ☆73Updated 2 years ago
• Emily-zcy / CGCN
  ☆11Updated last year
• DXYyang / SDP
  software defect prediction
  ☆11Updated 2 years ago
• HduDBSI / CodeGraph4CCDetector
  ☆16Updated 2 years ago
• SicongCao / BGNN4VD
  BGNN4VD: Constructing Bidirectional Graph Neural-Network for Vulnerability Detection
  ☆9Updated 4 years ago
• quyutest / node2defect
  Supplementary code and data of the paper Evaluating network embedding techniques' performances in software bug prediction
  ☆11Updated 3 years ago
• DanielLin1986 / Function-level-Vulnerability-Detection
  A deep learning-based vulnerability detection framework
  ☆76Updated last year
• DanielLin1986 / RepresentationsLearningFromMulti_domain
  To learn function representations from multi-domain knowledge bases for software vulnerability detection.
  ☆15Updated 4 years ago
• feiwww / GHPR_dataset
  Github defect dataset for software defect prediction
  ☆38Updated 3 years ago
• VulDeeLocator / VulDeeLocator
  ☆100Updated 7 months ago
• MVDetection / MVD
  ☆22Updated 3 years ago
• leontsui1987 / VulDetector
  A static-analysis tool to detect C/C++ vulnerabilities based on graph comparison
  ☆27Updated 4 years ago
• shiyy123 / FCDetector
  Functional clone detection(currently maintained version)
  ☆34Updated 2 years ago
• daiquocnguyen / GNN-ReGVD
  Revisiting Graph Neural Networks for Vulnerability Detection (ICSE 2022) (Pytorch)
  ☆71Updated 3 years ago
• afiore51 / CNN_DS3_BugDetection
  A tool for Software Defect Prediction
  ☆12Updated 4 years ago
• TQRG / VDET-for-Java
  A transformer-based VS Code extension that enables one to discover vulnerabilities in Java files.
  ☆11Updated 2 years ago
• muVulDeePecker / muVulDeePecker
  ☆46Updated 6 years ago
• OOPSLA-2019-BugDetection / OOPSLA-2019-BugDetection
  ☆46Updated 2 years ago
• NTDXYG / EL-CodeBert
  EL-CodeBert: Better Exploiting CodeBert to Support Source Code-Related Classification Tasks
  ☆13Updated 3 years ago
• jumormt / DeepWukong
  DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network
  ☆107Updated 2 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…
  ☆33Updated 2 years ago
• awsm-research / DeepLineDP
  ☆33Updated 3 years ago