Data Sets

• LLM Perception Study [Github]
  an empirical study on usage and perceptions of LLMs in a software engineering project
  
• BugsPHP [Github]
  a dataset of PHP bugs with 600,000+ for commits for training and 513 commits for validating
  
• Trust Enhancement Study [Zenodo]
  an empirical study on trust enhancements issues with developers on automated program repair
  
• Linux Backporting DataSet [Website] [Github]
  collection of 350 backported commits in the linux kernel project tagged with mainstream commit
  
• Patch Transplantation DataSet [Website] [Github]
  collection of 24 patch transplantation across projects
  

Tools

• CrashRepair [Github]
  program repair tool for security vulnerabilities in C programs
  
• EffFix [Github]
  program repair integrated with Infer (Pulse) to fix memory errors
  
• EvoRepair [Github]
  uses EvoSuite so evolve both a patch pool and a test suite to find high-quality patches for program bugs
  
• Cerberus [Github]
  program repair platform that provides interface to multiple state-of-the-art program repair tools
  
• Sherlock [Github]
  self-supervised model for malware detection in Android ecosystem
  
• CPR [Website] [Github]
  new automated program repair technique based on concolic execution which works on patch abstractions
  
• APIFix [Github]
  a tool that automates API usage adaptations by learning from the existing human actions
  
• FixMorph [Website] [Github]
  a morphing tool for C source codes which supports automated code-transfer
  
• PatchWeave [Website] [Github]
  automated patch transplantation tool for C programs