Advanced-Gradient-Obfuscating

Take further steps in the arms race of adversarial examples with only preprocessing.

I-BAU

Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''

frequency-backdoor

ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Repo. explores how we can use these artifacts to develop stronger backdoor defenses and attacks.

DeepSweep

An evaluation framework for mitigating DNN backdoor attacks using data augmentations

FenceBox

The official FenceBox Platform -- implementation of paper:' FenceBox A Platform for Defeating Adversarial Examples with Data Augmentation Techniques.'