1. Dependencies

conda env create -f DUCAT.yaml

2. Training options

• <DATASET>: {cifar10,cifar100,tinyimagenet}
• <ADV_TRAIN OPTION>: {adv_train,adv_trades,adv_mart}
• <CONSISTENCY_AT>: {consistency}

3. Training code

# Example for PGD-AT + DUCAT 
python train.py --mode adv_train --dummy --epochs 130 --dataset cifar10 --augment_type base

# Example for MART + DUCAT 
python train.py --mode adv_mart --dummy --epochs 130 --dataset cifar10 --augment_type base

# Example for Consistency-AT + DUCAT 
python train.py --mode adv_train --consistency --dummy --epochs 130 --dataset cifar10 --augment_type base