MadNet

An implementation of the MadNet based on ResNet. "MadNet: Using a MAD Optimization for Detecting Adversarial Attack" (arxiv)

Requirements

python train_MadNet.py -log_path ./MadNet -resnet_depth 56 -dataset mnist -reduce_jacobian_loss -reduce_variance -label_smoothing 0.8

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
__pycache__		__pycache__
MadNet.py		MadNet.py
MadNet_utils.py		MadNet_utils.py
README.md		README.md
train_MadNet.py		train_MadNet.py