Install

To install BackdoorMBTI, please follow these steps:

1. Install necessary system libraries:

   Before setting up your environment, make sure to install necessary system libraries (we test it on Ubuntu 22.04). Run the following commands:

   sudo apt-get update
   sudo apt-get install libgl1-mesa-glx
   

2. Set up a Python virtual environment with conda:

   After installing the necessary system libraries, create and activate a conda environment with Python 3.10:

   conda create -n bkdmbti python=3.10
   conda activate bkdmbti
   

3. Install from PyPI:

   Once the environment is set up, run the following command to install BackdoorMBTI from PyPI:

   pip install backdoormbti
   

4. Install from source (Recommanded):

   Alternatively, if you prefer to install from source, follow these steps:

   git clone https://github.com/SJTUHaiyangYu/BackdoorMBTI
   cd BackdoorMBTI
   pip install -r requirements.txt
   

Download Data

Download the necessary data if it cannot be automatically downloaded. Some data download scripts are provided in the scripts folder. Check the datasets suppported automatically download at section Supported Tasks.