jihyechoi77/adversarial-attack

Implementation for "Toward Robust Face Verification against Adversarial Attacks" by Jihye Choi

Facial Attributes and their Robustness against Adversarial Manipulation

Requirements

Download the libraries:

• cleverhans
• facenet

Download the weights of pretrained models:

• VGG16_WEIGHTS_PATH = 'https://github.com/rcmalli/keras-vggface/releases/download/v2.0/rcmalli_vggface_tf_vgg16.h5'
• VGG16_WEIGHTS_PATH_NO_TOP = 'https://github.com/rcmalli/keras-vggface/releases/download/v2.0/rcmalli_vggface_tf_notop_vgg16.h5'