A Learning and Masking Approach to Secure Learning

Linh Nguyen, Sky Wang, Arunesh Sinha

Deep Neural Networks (DNNs) have been shown to be vulnerable against adversarial examples, which are data points cleverly constructed to fool the classifier. Such attacks can be de…