bug-detection

There are 1 repository under bug-detection topic.

• lintsinghua / XCodeReviewer

  XCodeReviewer 是一款基于大语言模型（LLM）的智能审计工具，支持 GPT、Claude、Gemini、通义千问、DeepSeek、Ollama 等十余主流 AI 模型。它能够自动检测代码中的安全漏洞、性能问题和代码异味，显著提升代码质量与安全性。XCodeReviewer 支持 GitHub/GitLab 集成，可无缝嵌入 CI/CD 流程，实现自动化代码审查与持续安全保障，同时兼容十多种编程语言，满足多样化项目需求。

  aibug-detectioncode-auditcode-qualitycode-reviewdeveloper-toolsdevsecopsgoogle-geminillmreactsastsecurity-scannersupabasetypescriptvitevulnerability-scannerxai
  Language:TypeScript 842

• BurtonQin / lockbud

  Detect concurrency and memory bugs and possible panic locations in Rust projects

  bug-detectionrustsecuritystatic-analyzer
  Language:Rust 563

• beyondacm / SmartEmbed

  A Tool for clone detection and bug detection in smart contracts

  smart-contractsethereumcode-clonesbug-detectioncode-embeddingclones
  Language:JavaScript 105

• ispras / crusher

  dsesymbolic-executionsymbolicfuzzingbinary-analysisdynamic-symbolic-executionconcolicconcolic-executionhybrid-fuzzingstatic-analysisbug-detectioncoverage-guided-fuzzing
  Language:Python 40

• tomgu1991 / IMChecker

  An automatic API misuse checker for C programs!

  api-misusemisuse-detectionstatic-analysisbug-detection
  Language:Python 19

• Messi-Q / MuFuzz

  bug-detectionfuzzingsmart-contracts
  Language:C++ 13

• navidadkhah / Advanced-Bug-Detection-and-Fixing-Using-Fine-Tuned-LLM

  Bug detection and fixing using prompt engineering and fine-tuning with Llama 3 and a custom mutation-based dataset. Includes a user-friendly interface and performance evaluation metrics.

  bug-detectionbug-fixingcreating-datasetfine-tuninglarge-language-modelsllmloramodelmutation-testingnatural-language-processingnlpprompt-engineering
  Language:Jupyter Notebook 11

• EhsanMashhadi / ISSRE2023-BugSeverityPrediction

  Code of our paper "Method-Level Bug Severity Prediction using Source Code Metrics and LLMs" which is accepted to ISSRE 2023.

  bug-detectiondeep-learninglargelanguagemodelmachine-learningseverity-predictionbertbert-modelcodebertembedding
  Language:Java 10

• alexjercan / bug-detection

  Bug detection and repair algorithm

  bug-detectioncode-generationdatasetdeep-learningkaggle
  Language:Jupyter Notebook 9

• CodeIntelligenceTesting / gofuzz

  Bug detectors for Golang

  bug-detectionfuzzinggolangsecurity
  Language:Go 6

• JetBrains-Research / DeepBugsPlugin

  Deep learning-based bug detector for IntelliJ

  intellij-pluginintellij-ideabug-detectioncode-inspectionintellijdeep-learningmachine-learningjavascriptpython
  Language:Kotlin 6

• MNaplesDevelopment / deep-learning-software-defects

  Deep learning project to detect logic bugs in source code.

  bug-detectiondeep-learningmachine-learningkeraspytorchbug-finding
  Language:Jupyter Notebook 6

• HaaLeo / bug-prediction

  Python package to predict bugs using the complexity of code changes

  bugbugspredicitonbug-predictionfaultfault-predictionentropychangecomplexityfault-detectionbug-detection
  Language:Python 4

• msintaha / BugClassificationWithGNN

  A graph based bug classifier using the dgl library and DeepBugs dataset

  homogenous-graphsgraphsclassifierdglml4codebug-detection
  Language:Python 4

• cedricrupb / ctxmutants

  Generate more realistic mutations with contextual mutants

  machine-learningpytorchdeep-learningbug-detectionmutationmutation-testing
  Language:Python 3

• h4iku / repairSStuBs

  An attempt at detecting SStuBs using a pre-trained transformer and repairing them with a seq2seq model.

  bug-detectionprogram-repair
  Language:Python 3

• caiohutis / Steam-Game-Review-Analysis-Using-NLP-and-Clustering

  This project uses Natural Language Processing (NLP) and Machine Learning techniques to analyze user reviews of top-selling games on the Steam platform. The goal is to detect bug-related reviews using keyword filtering, assess user sentiment (positive, neutral, negative), and group similar games using clustering methods.

  bug-detectionclusteringdata-analyticsgame-analyticsmachine-learningnlpnotebookpythonsentiment-analysissteam-reviewsstreamlitstreamlit-dashboardtext-mining
  Language:Jupyter Notebook 2

• 1811htsang / IE105-P21-Software-bug-detection-using-graph

  A bug detector based on call graphs and invariant inference

  bug-detectioninterprocedural-analysisinvariant-inferencebug-localizationcall-graphs
  Language:C++ 1

• mirzaazwad / CSE4554_ML_Project

  Machine Learning Project for Bug Detection in Python using traditional machine learning algorithms

  bug-detectionmachine-learningpython3software-metrics
  Language:Jupyter Notebook 1

• Tyler-Pritchard / dev-assist

  The AI Developer's Assistant aims to enhance developer productivity by analyzing code snippets, identifying bugs, suggesting optimizations, generating unit tests, and debugging log files.

  aiai-integrationbug-detectioncode-analysiscode-optimizationdeveloper-assistantdeveloper-toolserror-monitoringgpt4nodejsopenaipythonreactsoftware-engineeringtypescriptlog-debuggingunit-test-generation
  Language:Python 1

• vinit714 / Steam-Game-Review-Analysis-Using-NLP-and-Clustering

  This project uses Natural Language Processing (NLP) and Machine Learning techniques to analyze user reviews of top-selling games on the Steam platform. The goal is to detect bug-related reviews using keyword filtering, assess user sentiment (positive, neutral, negative), and group similar games using clustering methods.

  bug-detectionclusteringdata-analyticsgame-analyticsmachine-learningmlnatural-language-processingnlpnotebookpythonsentiment-analysissteam-reviewsstreamlitstreamlit-dashboardtext-mining
  Language:Jupyter Notebook 1

• LeonardoSaccotelli / Bugs-Detection-and-Software-Quality-Improvement

  The project aims to improve the quality of an open source software assigned by the teacher. Another important goal of the project is to improve skills in software management and project management in general.

  software-qualityquality-improvementbug-detectionredminemavensonarcloudproject-management
  0

• ReinoutWW / Blazor-RenderLoopDetection

  A lightweight Blazor Server (SSR) solution that helps detect excessive re-renders (often referred to as render loops). Render loops can crash your app by exhausting server resources, especially in Blazor Server, where every connected client shares server memory.

  blazorblazor-serverbug-detectiondotnetcore
  Language:C# 0

• KhanhRomVN / BackFlow

  BackFlow 🔄📊 – An IDE-powered tool that transforms source code into interactive flow diagrams. Analyze API execution paths, identify bottlenecks, track performance, detect bugs instantly, and visualize complex relationships with ease.

  bug-detectioncode-analysiscode-visualizationflow-diagramide
  Language:TypeScript

• sathvik1610 / BugFixerAI

  An AI-powered tool to detect and fix bugs across multiple languages via a web app and VS Code extension.

  ai-powered-toolsbug-detectiontoolvscode-extensionweb-application
  Language:TypeScript

• ymen200 / EmbedAI

  An academic project that facilitates development and testing.

  stm32embedded-systemsai-testingbug-detectioncode-analysisdeep-learningpythonrest-apitransformer
  Language:Jupyter Notebook