Awesome

Official repository for CVPR 2022 paper Boosting Black-Box Attack with Partially Transferred Conditional Adversarial Distribution. This project is developed based on Python 3.6.

Install prerequisites

pip install -r requirements.txt

Download pre-trained model

Download the pretrained models and dataset [download link] and unzip it with

unzip pretrained.zip

Then you can conduct the untargeted attack for CIFAR-10 evaluation without training.

Robustness evaluation

• Evaluate our CG-ES against TARGET_MODEL [resnet.sh|densenet.sh|vgg.sh|pyramidnet.sh] by running

sh scripts/cifar_unt/TARGET_MODEL