Welcome to BackdoorBox (Under Development)

Python 3.8 Pytorch 1.8.0 torchvision 0.9.0 CUDA 11.1 License GPL

BackdoorBox is a Python toolbox for backdoor learning research. Specifically, BackdoorBox contains modules for conducting backdoor attacks and backdoor defenses.

Current Status

Developed Methods

Methods Under Development

  • Label-consistent Attack
  • TUAP (basic version)
  • Blind Backdoor
  • Input-aware Dynamic Attack
  • Physical Attack

Contributors

Organization Contributors
Tsinghua University Yiming Li, Mengxi Ya, Yang Bai, Guanhao Gan, Kuofeng Gao, Xin Yan, Jia Xu, Linghui Zhu