CassiniHuy/trojan-attacks-and-defenses

PyTorch Implementation of existing trojan attacks and defenses. Plug and play, without learning cost. Including sentinet, neural cleanse...

Backdoor attacks and defense

This repo is aimed to build a library containing codes of popular backdoor attacks and defenese. The main goal is to make the implementation simple and easy-to-use, meanwhile without learning how the code is writing.

Current codes containing:

• Defense: SentiNet: Detecting Localized Universal Attacks Against Deep Learning Systems. I cannot found an official implementation.
• More attacks and defense: coming...

Logs

• 2023/3/22: Add defense, SentiNet.

Usage

Defense

• SentiNet: Please refer to the blog: http://weichengan.com/2023/03/22/suibi/sentinet_pytorch/.