Diffusion Models Demand Contrastive Guidance for Adversarial Purification to Advance

Requirements

pip install -r requirements.txt
cd auto-attack
pip install .
cd ..
cd score_sde_build
pip install .
cd ..

For further setting, please read here.

The run scripts are located in ./run_scripts and ./run_scripts_contrastive.

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
auto-attack		auto-attack
run_scripts		run_scripts
run_scripts_contrastive		run_scripts_contrastive
run_scripts_enum_t/cifar10		run_scripts_enum_t/cifar10
runcode_engine		runcode_engine
score_sde_build		score_sde_build
src		src
.gitignore		.gitignore
CIFAR100_train.py		CIFAR100_train.py
CIFAR100_train.sh		CIFAR100_train.sh
LICENSE		LICENSE
README.md		README.md
basic_config_setting.py		basic_config_setting.py
code_engine_run.py		code_engine_run.py
convert_lightning_module.py		convert_lightning_module.py
download_GTSRB.sh		download_GTSRB.sh
requirements.txt		requirements.txt
train_guided_diffusion.py		train_guided_diffusion.py
train_guided_diffusion.sh		train_guided_diffusion.sh
train_score_sde.py		train_score_sde.py
train_score_sde.sh		train_score_sde.sh