IB-RAR

This is the repo for our work entitiled IB-RAR: Information Bottleneck as Regularizer for Adversarial Robustness.

Environment

torch==1.12.1
torchattacks==3.3.0
torchvision==0.13.0
tqdm==4.64.1
numpy==1.23.4

python train_AT.py --network vgg16 --dataset cifar10 --mi_loss 1 --fc 1

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
adp_attack		adp_attack
loader		loader
model		model
README.md		README.md
hsic.py		hsic.py
misc.py		misc.py
test.py		test.py
train_AT.py		train_AT.py
train_MART.py		train_MART.py
train_TRADES.py		train_TRADES.py
train_miloss.py		train_miloss.py
train_miloss_fc.py		train_miloss_fc.py
train_plain.py		train_plain.py