Welcome to BackdoorMBTI’s documentation!

BackdoorMBTI is an open source project expanding the unimodal backdoor learning to a multimodal context. We hope that BackdoorMBTI can facilitate the analysis and development of backdoor defense methods within a multimodal context.

Note

This project is under active development.

For the modality support, please checkout the Supported Tasks section.

For detailed information on the modules, please checkout the API Documents section.

Contents

• Tutorials
  • Install
  • Getting Started
  • Supported Tasks
  • Datasets
  • Adding New Datasets
  • Attacks
  • Adding New Attacks
  • Poison Dataset Wrapper
  • Models
  • Adding New Models
  • Defenses
  • Adding New Defenses
  • Configs
• API Documents
  • backdoormbti
• Notes
  • Scalability
  • Contributing to BackdoorMBTI
  • Change Logs