# BackdoorBox

**Repository Path**: codepool_admin/BackdoorBox

## Basic Information

- **Project Name**: BackdoorBox
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: GPL-2.0
- **Default Branch**: add-license-1
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2024-08-27
- **Last Updated**: 2024-08-27

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Welcome to BackdoorBox (Under Development)
![Python 3.8](https://img.shields.io/badge/python-3.8-DodgerBlue.svg?style=plastic)
![Pytorch 1.8.0](https://img.shields.io/badge/pytorch-1.8.0-DodgerBlue.svg?style=plastic)
![torchvision 0.9.0](https://img.shields.io/badge/torchvision-0.9.0-DodgerBlue.svg?style=plastic)
![CUDA 11.1](https://img.shields.io/badge/cuda-11.1-DodgerBlue.svg?style=plastic)
![License GPL](https://img.shields.io/badge/license-GPL-DodgerBlue.svg?style=plastic)

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



# Current Status

## Developed Methods

- [BadNets](https://github.com/THUYimingLi/BackdoorBox/blob/main/core/attacks/BadNets.py)
- [Blended Attack](https://github.com/THUYimingLi/BackdoorBox/blob/main/core/attacks/Blended.py)
- [Refool (simplified version)](https://github.com/THUYimingLi/BackdoorBox/blob/main/core/attacks/Refool.py)
- [WaNet](https://github.com/THUYimingLi/BackdoorBox/blob/main/core/attacks/WaNet.py)
- [Blind Backdoor](https://github.com/THUYimingLi/BackdoorBox/blob/main/core/attacks/Blind.py)
- [Label-consistent Attack](https://github.com/THUYimingLi/BackdoorBox/blob/main/core/attacks/LabelConsistent.py)
- [Input-aware Dynamic Attack](https://github.com/THUYimingLi/BackdoorBox/blob/main/core/attacks/IAD.py) 


## Methods Under Development
- TUAP (basic version)
- Physical Attack
- ISSBA
- SleeperAgent
- LIRA


# Contributors

| Organization        | Contributors                                                 |
| ------------------- | ------------------------------------------------------------ |
| Tsinghua University | [Yiming Li](http://liyiming.tech/), [Mengxi Ya](https://github.com/yamengxi), [Guanhao Gan](https://github.com/GuanhaoGan), [Kuofeng Gao](https://github.com/KuofengGao), [Xin Yan](https://scholar.google.com/citations?hl=zh-CN&user=08WTTPMAAAAJ), [Jia Xu](https://www.researchgate.net/profile/Xu-Jia-10), [Yang Bai](https://scholar.google.com/citations?user=wBH_Q1gAAAAJ&hl=zh-CN), [Linghui Zhu](https://github.com/zlh-thu) |