PrudhviGNV / AI-models-for-bug-prediction

Related projects: ⓘ

• hazimhanif / svd_exp1
  Software vulnerability detection using machine learning through source codes (Exp-1). Replication of https://arxiv.org/abs/1807.04320.
  ☆44Updated 2 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 3 years ago
• afiore51 / CNN_DS3_BugDetection
  A tool for Software Defect Prediction
  ☆12Updated 3 years ago
• DanielLin1986 / RepresentationsLearningFromMulti_domain
  To learn function representations from multi-domain knowledge bases for software vulnerability detection.
  ☆14Updated 4 years ago
• penguincwarrior / CNN-WPDP-APPSCI2019
  dataset-CNN-WPDP_APPLSCI2019
  ☆9Updated 4 years ago
• nguyenlab / DGCNN
  ☆32Updated 5 years ago
• CGCL-codes / VulCNN
  ☆62Updated last year
• Seahymn2019 / Function-level-Vulnerability-Dataset
  Labeled vulnerable functions statistics analysis and neural network training
  ☆24Updated 5 years ago
• HduDBSI / CodeGraph4CCDetector
  ☆14Updated last year
• quyutest / node2defect
  Supplementary code and data of the paper Evaluating network embedding techniques' performances in software bug prediction
  ☆10Updated 3 years ago
• feiwww / GHPR_dataset
  Github defect dataset for software defect prediction
  ☆32Updated 2 years ago
• feiwww / PROMISE-backup
  PRIMISE dataset for sofware defect prediction
  ☆40Updated 4 years ago
• SinghJasmeet585 / Software-Defect-Prediction
  ☆25Updated 3 years ago
• SKKU-SecLab / VulDeBERT
  ☆9Updated last year
• DanielLin1986 / Function-level-Vulnerability-Detection
  A deep learning-based vulnerability detection framework
  ☆72Updated 6 months ago
• vulnerabilitydetection / VulnerabilityDetectionResearch
  VulnerabilityDetectionResearch
  ☆71Updated 2 years ago
• DXYyang / SDP
  software defect prediction
  ☆11Updated last year
• fengjunhui / ProgramAnalysis-GGNN
  Design and Implementation of Program Semantic Analysis System Based on Deep Learning and Data Flow Graph [GGNN]
  ☆12Updated 5 years ago
• awsm-research / line-level-defect-prediction
  ☆18Updated 4 years ago
• techcoder-zhu / SSLMMD
  Cross-Project Software Defect Prediction via Statement Semantic Learning and Maximum Mean Discrepancy
  ☆10Updated 3 years ago
• kaur-anupreet / Software-Defect-Prediction
  Application of Deep Learning and Feature Extraction in Software Defect Prediction
  ☆20Updated 4 years ago
• saikat107 / Devign
  ☆75Updated 3 years ago
• EmilReinert / DeepLearningPipelines
  Experimental Deep Learning for Code Generation Processes
  ☆13Updated 5 years ago
• shiyy123 / FCDetector
  Functional clone detection(currently maintained version)
  ☆32Updated last year
• SicongCao / BGNN4VD
  BGNN4VD: Constructing Bidirectional Graph Neural-Network for Vulnerability Detection
  ☆9Updated 3 years ago
• awsm-research / DeepLineDP
  ☆27Updated 2 years ago
• hazimhanif / svd_exp3
  Replication of AST Neural Network from Zhang J. et. al (2019) and application to software vulnerability detection
  ☆12Updated 4 years ago
• muVulDeePecker / muVulDeePecker
  ☆41Updated 5 years ago
• leontsui1987 / VulDetector
  A static-analysis tool to detect C/C++ vulnerabilities based on graph comparison
  ☆24Updated 3 years ago
• sldeep / SLDeep
  SLDeep: Statement-Level Software Defect Prediction Using Deep-Learning Models on Static Code Features
  ☆12Updated 5 years ago