Improving Network Robustness against Adversarial Attacks with Compact Convolution

Rajeev Ranjan, Swami Sankaranarayanan, Carlos D. Castillo +1

Though Convolutional Neural Networks (CNNs) have surpassed human-level performance on tasks such as object classification and face verification, they can easily be fooled by advers…