Depth-2 Neural Networks Under a Data-Poisoning Attack

Sayar Karmakar, Anirbit Mukherjee, Theodore Papamarkou

In this work, we study the possibility of defending against data-poisoning attacks while training a shallow neural network in a regression setup. We focus on doing supervised learn…