Improving Neural Network Robustness through Neighborhood Preserving Layers

Bingyuan Liu, Christopher Malon, Lingzhou Xue +1

Robustness against adversarial attack in neural networks is an important research topic in the machine learning community. We observe one major source of vulnerability of neural ne…